Supplementary figures
ERM
2023-07-28
Last updated: 2023-07-28
Checks: 7 0
Knit directory: Cardiotoxicity/
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| File | Version | Author | Date | Message |
|---|---|---|---|---|
| Rmd | fdb94fb | reneeisnowhere | 2023-07-28 | new figures update |
| Rmd | 62286c3 | reneeisnowhere | 2023-07-28 | Updateing figure code |
| html | 680af3a | reneeisnowhere | 2023-06-26 | Build site. |
| Rmd | d7b9ff1 | reneeisnowhere | 2023-06-26 | Adding supplementary figures |
| html | 537bc2e | reneeisnowhere | 2023-06-26 | Build site. |
| Rmd | 6e50959 | reneeisnowhere | 2023-06-26 | Adding supplementary figures |
| html | dace8ba | reneeisnowhere | 2023-06-23 | Build site. |
| Rmd | 2b109c3 | reneeisnowhere | 2023-06-23 | adding some supp graphs |
| Rmd | c1d667f | reneeisnowhere | 2023-06-23 | updating the codes at Friday start. |
library(tidyverse)
library(ggpubr)
library(rstatix)
library(zoo)
library(ggsignif)
library(RColorBrewer)
library(ComplexHeatmap)
library(gridExtra)
library(cowplot)
library(drc)Fig. S1
ctnnt <- read.csv("data/ctnnt_results.txt", row.names = 1)
ctnnt %>%
mutate(Individual=fct_inorder(Individual)) %>%
ggplot(., aes(Individual,Percent , fill=Individual))+
geom_boxplot()+
geom_point()+
geom_hline(yintercept =70,linetype="dashed", alpha=0.75)+###adds a line indicating high positivity +
coord_cartesian(ylim = c(0,105))+ ##set those limits
theme_bw()+ ##white background
labs(title="Cardiomyocyte Purity")+ #subtitle = "from n>3 differentiations")+
geom_boxplot(color="black",alpha =0.2, fill=NA, fatten=0, show.legend = FALSE)+
scale_fill_brewer(palette = "Dark2",name="" )+
xlab(NULL)+
ylab("% cTNNT+ ")+
guides(fill = NULL)+
theme(plot.title = element_text(hjust = 0.5, size =20, face= "bold"),
axis.title.x=element_blank(),
axis.text.x=element_blank(),###removes all axis names and tick names etc.####
axis.ticks.x=element_blank(),
# legend.text=element_text(size=15),
axis.title.y=element_text(size=15),
axis.ticks.y=element_line(size =2),
axis.text.y=element_text(size=10, face = "bold"),
panel.grid.major = element_line(colour = 'grey'),
panel.border=element_rect(fill = NA, size = 3),
plot.subtitle=element_text(size=18, hjust=0.5, face="italic", color="black")) 
# ctnnt %>%
# summary() %>%
# kable(., caption= "Stats summary of cTNNT+ FACs readings") %>%
# kable_paper("striped", full_width = FALSE) %>%
# kable_styling(full_width = FALSE,font_size = 18) #%>%
# # scroll_box(width = "60%", height = "400px")Fig. S2
drug_pal_fact <- c("#8B006D","#DF707E","#F1B72B", "#3386DD","#707031","#41B333")
library(data.table)
conf_int <- readRDS("data/plot_intv_list.RDS")
DRC_list <- readRDS("data/plot_list_DRC.RDS")
pull_drc2 <- data.frame("ind1", "ind2","ind3","ind4","ind5","ind6")
doubl_plot <- data.frame("ind3a", "ind3b", "ind5a", "ind5b")
lvl_order <- c('1','2','3','4','5','6')
intervals <- rbindlist(conf_int,idcol="trt")
drug_list <- c("DNR","DOX","EPI","MTX", "TRZ", "VEH")
GeomRibbon$handle_na <- function(data, params) { data }
intervals %>%
separate("trt", into=c("sDrug",NA)) sDrug indv Prediction Lower Upper Conc
1 DNR ind1a 0.9864402141 0.9643502991 1.00853013 0.01
2 DNR ind1a 0.9864402141 0.9643502991 1.00853013 0.01
3 DNR ind1a 0.9864402141 0.9643502991 1.00853013 0.01
4 DNR ind1a 0.9864402141 0.9643502991 1.00853013 0.01
5 DNR ind1a 0.9406247584 0.8824471938 0.99880232 0.05
6 DNR ind1a 0.9406247584 0.8824471938 0.99880232 0.05
7 DNR ind1a 0.9406247584 0.8824471938 0.99880232 0.05
8 DNR ind1a 0.9406247584 0.8824471938 0.99880232 0.05
9 DNR ind1a 0.8913577833 0.8146392200 0.96807635 0.10
10 DNR ind1a 0.8913577833 0.8146392200 0.96807635 0.10
11 DNR ind1a 0.8913577833 0.8146392200 0.96807635 0.10
12 DNR ind1a 0.8913577833 0.8146392200 0.96807635 0.10
13 DNR ind1a 0.6375493321 0.5577718330 0.71732683 0.50
14 DNR ind1a 0.6375493321 0.5577718330 0.71732683 0.50
15 DNR ind1a 0.6375493321 0.5577718330 0.71732683 0.50
16 DNR ind1a 0.6375493321 0.5577718330 0.71732683 0.50
17 DNR ind1a 0.4719933063 0.3889806275 0.55500599 1.00
18 DNR ind1a 0.4719933063 0.3889806275 0.55500599 1.00
19 DNR ind1a 0.4719933063 0.3889806275 0.55500599 1.00
20 DNR ind1a 0.4719933063 0.3889806275 0.55500599 1.00
21 DNR ind1a 0.1407807999 0.0594057146 0.22215589 5.00
22 DNR ind1a 0.1407807999 0.0594057146 0.22215589 5.00
23 DNR ind1a 0.1407807999 0.0594057146 0.22215589 5.00
24 DNR ind1a 0.1407807999 0.0594057146 0.22215589 5.00
25 DNR ind1a 0.0617921949 -0.0083686605 0.13195305 10.00
26 DNR ind1a 0.0617921949 -0.0083686605 0.13195305 10.00
27 DNR ind1a 0.0617921949 -0.0083686605 0.13195305 10.00
28 DNR ind1a 0.0617921949 -0.0083686605 0.13195305 10.00
29 DNR ind1a -0.0171190559 -0.1217349941 0.08749688 50.00
30 DNR ind1a -0.0171190559 -0.1217349941 0.08749688 50.00
31 DNR ind1a -0.0171190559 -0.1217349941 0.08749688 50.00
32 DNR ind1a -0.0171190559 -0.1217349941 0.08749688 50.00
33 DNR ind1b 0.9789072369 0.9328531335 1.02496134 0.01
34 DNR ind1b 0.9789072369 0.9328531335 1.02496134 0.01
35 DNR ind1b 0.9789072369 0.9328531335 1.02496134 0.01
36 DNR ind1b 0.9789072369 0.9328531335 1.02496134 0.01
37 DNR ind1b 0.9207648004 0.8177009527 1.02382865 0.05
38 DNR ind1b 0.9207648004 0.8177009527 1.02382865 0.05
39 DNR ind1b 0.9207648004 0.8177009527 1.02382865 0.05
40 DNR ind1b 0.9207648004 0.8177009527 1.02382865 0.05
41 DNR ind1b 0.8648079949 0.7357654673 0.99385052 0.10
42 DNR ind1b 0.8648079949 0.7357654673 0.99385052 0.10
43 DNR ind1b 0.8648079949 0.7357654673 0.99385052 0.10
44 DNR ind1b 0.6142747348 0.4496956725 0.77885380 0.50
45 DNR ind1b 0.6142747348 0.4496956725 0.77885380 0.50
46 DNR ind1b 0.6142747348 0.4496956725 0.77885380 0.50
47 DNR ind1b 0.6142747348 0.4496956725 0.77885380 0.50
48 DNR ind1b 0.4655592950 0.2848842049 0.64623439 1.00
49 DNR ind1b 0.4655592950 0.2848842049 0.64623439 1.00
50 DNR ind1b 0.4655592950 0.2848842049 0.64623439 1.00
51 DNR ind1b 0.4655592950 0.2848842049 0.64623439 1.00
52 DNR ind1b 0.1719318974 0.0234700602 0.32039373 5.00
53 DNR ind1b 0.1719318974 0.0234700602 0.32039373 5.00
54 DNR ind1b 0.1719318974 0.0234700602 0.32039373 5.00
55 DNR ind1b 0.1719318974 0.0234700602 0.32039373 5.00
56 DNR ind1b 0.0974762137 -0.0459788929 0.24093132 10.00
57 DNR ind1b 0.0974762137 -0.0459788929 0.24093132 10.00
58 DNR ind1b 0.0974762137 -0.0459788929 0.24093132 10.00
59 DNR ind1b 0.0974762137 -0.0459788929 0.24093132 10.00
60 DNR ind1b 0.0161126988 -0.2027753431 0.23500074 50.00
61 DNR ind1b 0.0161126988 -0.2027753431 0.23500074 50.00
62 DNR ind1b 0.0161126988 -0.2027753431 0.23500074 50.00
63 DNR ind1b 0.0161126988 -0.2027753431 0.23500074 50.00
64 DNR ind2a 0.9941295661 0.9760187244 1.01224041 0.01
65 DNR ind2a 0.9941295661 0.9760187244 1.01224041 0.01
66 DNR ind2a 0.9941295661 0.9760187244 1.01224041 0.01
67 DNR ind2a 0.9941295661 0.9760187244 1.01224041 0.01
68 DNR ind2a 0.9719293545 0.9135159344 1.03034277 0.05
69 DNR ind2a 0.9719293545 0.9135159344 1.03034277 0.05
70 DNR ind2a 0.9719293545 0.9135159344 1.03034277 0.05
71 DNR ind2a 0.9719293545 0.9135159344 1.03034277 0.05
72 DNR ind2a 0.9457940347 0.8567952007 1.03479287 0.10
73 DNR ind2a 0.9457940347 0.8567952007 1.03479287 0.10
74 DNR ind2a 0.9457940347 0.8567952007 1.03479287 0.10
75 DNR ind2a 0.9457940347 0.8567952007 1.03479287 0.10
76 DNR ind2a 0.7779053723 0.6292189611 0.92659178 0.50
77 DNR ind2a 0.7779053723 0.6292189611 0.92659178 0.50
78 DNR ind2a 0.7779053723 0.6292189611 0.92659178 0.50
79 DNR ind2a 0.7779053723 0.6292189611 0.92659178 0.50
80 DNR ind2a 0.6329726000 0.5010942160 0.76485098 1.00
81 DNR ind2a 0.6329726000 0.5010942160 0.76485098 1.00
82 DNR ind2a 0.6329726000 0.5010942160 0.76485098 1.00
83 DNR ind2a 0.6329726000 0.5010942160 0.76485098 1.00
84 DNR ind2a 0.2193731987 0.0953438692 0.34340253 5.00
85 DNR ind2a 0.2193731987 0.0953438692 0.34340253 5.00
86 DNR ind2a 0.2193731987 0.0953438692 0.34340253 5.00
87 DNR ind2a 0.2193731987 0.0953438692 0.34340253 5.00
88 DNR ind2a 0.0884010134 -0.0252050465 0.20200707 10.00
89 DNR ind2a 0.0884010134 -0.0252050465 0.20200707 10.00
90 DNR ind2a 0.0884010134 -0.0252050465 0.20200707 10.00
91 DNR ind2a 0.0884010134 -0.0252050465 0.20200707 10.00
92 DNR ind2a -0.0553611563 -0.2025784388 0.09185613 50.00
93 DNR ind2a -0.0553611563 -0.2025784388 0.09185613 50.00
94 DNR ind2a -0.0553611563 -0.2025784388 0.09185613 50.00
95 DNR ind2a -0.0553611563 -0.2025784388 0.09185613 50.00
96 DNR ind2b 1.0000000000 NaN NaN 0.01
97 DNR ind2b 1.0000000000 NaN NaN 0.01
98 DNR ind2b 1.0000000000 NaN NaN 0.01
99 DNR ind2b 1.0000000000 NaN NaN 0.01
100 DNR ind2b 1.0000000000 NaN NaN 0.05
101 DNR ind2b 1.0000000000 NaN NaN 0.05
102 DNR ind2b 1.0000000000 NaN NaN 0.05
103 DNR ind2b 1.0000000000 NaN NaN 0.05
104 DNR ind2b 1.0000000000 NaN NaN 0.10
105 DNR ind2b 1.0000000000 NaN NaN 0.10
106 DNR ind2b 1.0000000000 NaN NaN 0.10
107 DNR ind2b 1.0000000000 NaN NaN 0.10
108 DNR ind2b 0.9999999965 NaN NaN 0.50
109 DNR ind2b 0.9999999965 NaN NaN 0.50
110 DNR ind2b 0.9999999965 NaN NaN 0.50
111 DNR ind2b 0.9999999965 NaN NaN 0.50
112 DNR ind2b 0.9999980043 NaN NaN 1.00
113 DNR ind2b 0.9999980043 NaN NaN 1.00
114 DNR ind2b 0.9999980043 NaN NaN 1.00
115 DNR ind2b 0.9999980043 NaN NaN 1.00
116 DNR ind2b 0.1687857523 -0.0568678967 0.39443940 5.00
117 DNR ind2b 0.1687857523 -0.0568678967 0.39443940 5.00
118 DNR ind2b 0.1687857523 -0.0568678967 0.39443940 5.00
119 DNR ind2b 0.1687857523 -0.0568678967 0.39443940 5.00
120 DNR ind2b 0.0045050457 -0.1537968928 0.16280698 10.00
121 DNR ind2b 0.0045050457 -0.1537968928 0.16280698 10.00
122 DNR ind2b 0.0045050457 -0.1537968928 0.16280698 10.00
123 DNR ind2b 0.0045050457 -0.1537968928 0.16280698 10.00
124 DNR ind2b 0.0041599598 -0.1544905964 0.16281052 50.00
125 DNR ind2b 0.0041599598 -0.1544905964 0.16281052 50.00
126 DNR ind2b 0.0041599598 -0.1544905964 0.16281052 50.00
127 DNR ind2b 0.0041599598 -0.1544905964 0.16281052 50.00
128 DNR ind3a 0.9999455171 0.9996082798 1.00028275 0.01
129 DNR ind3a 0.9999455171 0.9996082798 1.00028275 0.01
130 DNR ind3a 0.9999455171 0.9996082798 1.00028275 0.01
131 DNR ind3a 0.9999455171 0.9996082798 1.00028275 0.01
132 DNR ind3a 0.9972527896 0.9870196764 1.00748590 0.05
133 DNR ind3a 0.9972527896 0.9870196764 1.00748590 0.05
134 DNR ind3a 0.9972527896 0.9870196764 1.00748590 0.05
135 DNR ind3a 0.9972527896 0.9870196764 1.00748590 0.05
136 DNR ind3a 0.9853118334 0.9464309063 1.02419276 0.10
137 DNR ind3a 0.9853118334 0.9464309063 1.02419276 0.10
138 DNR ind3a 0.9853118334 0.9464309063 1.02419276 0.10
139 DNR ind3a 0.9853118334 0.9464309063 1.02419276 0.10
140 DNR ind3a 0.5876357877 0.4506894072 0.72458217 0.50
141 DNR ind3a 0.5876357877 0.4506894072 0.72458217 0.50
142 DNR ind3a 0.5876357877 0.4506894072 0.72458217 0.50
143 DNR ind3a 0.5876357877 0.4506894072 0.72458217 0.50
144 DNR ind3a 0.2565325984 0.1220397553 0.39102544 1.00
145 DNR ind3a 0.2565325984 0.1220397553 0.39102544 1.00
146 DNR ind3a 0.2565325984 0.1220397553 0.39102544 1.00
147 DNR ind3a 0.2565325984 0.1220397553 0.39102544 1.00
148 DNR ind3a 0.0953743361 0.0113243786 0.17942429 5.00
149 DNR ind3a 0.0953743361 0.0113243786 0.17942429 5.00
150 DNR ind3a 0.0953743361 0.0113243786 0.17942429 5.00
151 DNR ind3a 0.0953743361 0.0113243786 0.17942429 5.00
152 DNR ind3a 0.0921372786 0.0046130610 0.17966150 10.00
153 DNR ind3a 0.0921372786 0.0046130610 0.17966150 10.00
154 DNR ind3a 0.0921372786 0.0046130610 0.17966150 10.00
155 DNR ind3a 0.0921372786 0.0046130610 0.17966150 10.00
156 DNR ind3a 0.0914159254 0.0026774899 0.18015436 50.00
157 DNR ind3a 0.0914159254 0.0026774899 0.18015436 50.00
158 DNR ind3a 0.0914159254 0.0026774899 0.18015436 50.00
159 DNR ind3a 0.0914159254 0.0026774899 0.18015436 50.00
160 DNR ind3b 0.9886943231 0.9682565389 1.00913211 0.01
161 DNR ind3b 0.9886943231 0.9682565389 1.00913211 0.01
162 DNR ind3b 0.9886943231 0.9682565389 1.00913211 0.01
163 DNR ind3b 0.9886943231 0.9682565389 1.00913211 0.01
164 DNR ind3b 0.9441645810 0.8836010249 1.00472814 0.05
165 DNR ind3b 0.9441645810 0.8836010249 1.00472814 0.05
166 DNR ind3b 0.9441645810 0.8836010249 1.00472814 0.05
167 DNR ind3b 0.9441645810 0.8836010249 1.00472814 0.05
168 DNR ind3b 0.8928872443 0.8090343670 0.97674012 0.10
169 DNR ind3b 0.8928872443 0.8090343670 0.97674012 0.10
170 DNR ind3b 0.8928872443 0.8090343670 0.97674012 0.10
171 DNR ind3b 0.8928872443 0.8090343670 0.97674012 0.10
172 DNR ind3b 0.6181072978 0.5133474661 0.72286713 0.50
173 DNR ind3b 0.6181072978 0.5133474661 0.72286713 0.50
174 DNR ind3b 0.6181072978 0.5133474661 0.72286713 0.50
175 DNR ind3b 0.6181072978 0.5133474661 0.72286713 0.50
176 DNR ind3b 0.4450856434 0.3328114604 0.55735983 1.00
177 DNR ind3b 0.4450856434 0.3328114604 0.55735983 1.00
178 DNR ind3b 0.4450856434 0.3328114604 0.55735983 1.00
179 DNR ind3b 0.4450856434 0.3328114604 0.55735983 1.00
180 DNR ind3b 0.1397126437 0.0486266944 0.23079859 5.00
181 DNR ind3b 0.1397126437 0.0486266944 0.23079859 5.00
182 DNR ind3b 0.1397126437 0.0486266944 0.23079859 5.00
183 DNR ind3b 0.1397126437 0.0486266944 0.23079859 5.00
184 DNR ind3b 0.0780468716 -0.0111904067 0.16728415 10.00
185 DNR ind3b 0.0780468716 -0.0111904067 0.16728415 10.00
186 DNR ind3b 0.0780468716 -0.0111904067 0.16728415 10.00
187 DNR ind3b 0.0780468716 -0.0111904067 0.16728415 10.00
188 DNR ind3b 0.0231889711 -0.0995433009 0.14592124 50.00
189 DNR ind3b 0.0231889711 -0.0995433009 0.14592124 50.00
190 DNR ind3b 0.0231889711 -0.0995433009 0.14592124 50.00
191 DNR ind3b 0.0231889711 -0.0995433009 0.14592124 50.00
192 DNR ind4a 0.9944225044 0.9839932139 1.00485179 0.01
193 DNR ind4a 0.9944225044 0.9839932139 1.00485179 0.01
194 DNR ind4a 0.9944225044 0.9839932139 1.00485179 0.01
195 DNR ind4a 0.9944225044 0.9839932139 1.00485179 0.01
196 DNR ind4a 0.9607486420 0.9174705770 1.00402671 0.05
197 DNR ind4a 0.9607486420 0.9174705770 1.00402671 0.05
198 DNR ind4a 0.9607486420 0.9174705770 1.00402671 0.05
199 DNR ind4a 0.9607486420 0.9174705770 1.00402671 0.05
200 DNR ind4a 0.9123358915 0.8447910835 0.97988070 0.10
201 DNR ind4a 0.9123358915 0.8447910835 0.97988070 0.10
202 DNR ind4a 0.9123358915 0.8447910835 0.97988070 0.10
203 DNR ind4a 0.9123358915 0.8447910835 0.97988070 0.10
204 DNR ind4a 0.5881328671 0.5091261829 0.66713955 0.50
205 DNR ind4a 0.5881328671 0.5091261829 0.66713955 0.50
206 DNR ind4a 0.5881328671 0.5091261829 0.66713955 0.50
207 DNR ind4a 0.5881328671 0.5091261829 0.66713955 0.50
208 DNR ind4a 0.3775786361 0.2876920446 0.46746523 1.00
209 DNR ind4a 0.3775786361 0.2876920446 0.46746523 1.00
210 DNR ind4a 0.3775786361 0.2876920446 0.46746523 1.00
211 DNR ind4a 0.3775786361 0.2876920446 0.46746523 1.00
212 DNR ind4a 0.0761719981 0.0119444232 0.14039957 5.00
213 DNR ind4a 0.0761719981 0.0119444232 0.14039957 5.00
214 DNR ind4a 0.0761719981 0.0119444232 0.14039957 5.00
215 DNR ind4a 0.0761719981 0.0119444232 0.14039957 5.00
216 DNR ind4a 0.0333546538 -0.0309786595 0.09768797 10.00
217 DNR ind4a 0.0333546538 -0.0309786595 0.09768797 10.00
218 DNR ind4a 0.0333546538 -0.0309786595 0.09768797 10.00
219 DNR ind4a 0.0333546538 -0.0309786595 0.09768797 10.00
220 DNR ind4a 0.0038907399 -0.0794778497 0.08725933 50.00
221 DNR ind4a 0.0038907399 -0.0794778497 0.08725933 50.00
222 DNR ind4a 0.0038907399 -0.0794778497 0.08725933 50.00
223 DNR ind4a 0.0038907399 -0.0794778497 0.08725933 50.00
224 DNR ind4b 0.8460085265 0.7733084313 0.91870862 0.01
225 DNR ind4b 0.8460085265 0.7733084313 0.91870862 0.01
226 DNR ind4b 0.8460085265 0.7733084313 0.91870862 0.01
227 DNR ind4b 0.8460085265 0.7733084313 0.91870862 0.01
228 DNR ind4b 0.6843203523 0.6112839052 0.75735680 0.05
229 DNR ind4b 0.6843203523 0.6112839052 0.75735680 0.05
230 DNR ind4b 0.6843203523 0.6112839052 0.75735680 0.05
231 DNR ind4b 0.6843203523 0.6112839052 0.75735680 0.05
232 DNR ind4b 0.5898966409 0.5224043888 0.65738889 0.10
233 DNR ind4b 0.5898966409 0.5224043888 0.65738889 0.10
234 DNR ind4b 0.5898966409 0.5224043888 0.65738889 0.10
235 DNR ind4b 0.5898966409 0.5224043888 0.65738889 0.10
236 DNR ind4b 0.3452251620 0.2776669739 0.41278335 0.50
237 DNR ind4b 0.3452251620 0.2776669739 0.41278335 0.50
238 DNR ind4b 0.3452251620 0.2776669739 0.41278335 0.50
239 DNR ind4b 0.3452251620 0.2776669739 0.41278335 0.50
240 DNR ind4b 0.2466694609 0.1782681160 0.31507081 1.00
241 DNR ind4b 0.2466694609 0.1782681160 0.31507081 1.00
242 DNR ind4b 0.2466694609 0.1782681160 0.31507081 1.00
243 DNR ind4b 0.2466694609 0.1782681160 0.31507081 1.00
244 DNR ind4b 0.0722091030 0.0116290457 0.13278916 5.00
245 DNR ind4b 0.0722091030 0.0116290457 0.13278916 5.00
246 DNR ind4b 0.0722091030 0.0116290457 0.13278916 5.00
247 DNR ind4b 0.0722091030 0.0116290457 0.13278916 5.00
248 DNR ind4b 0.0225725187 -0.0416375287 0.08678257 10.00
249 DNR ind4b 0.0225725187 -0.0416375287 0.08678257 10.00
250 DNR ind4b 0.0225725187 -0.0416375287 0.08678257 10.00
251 DNR ind4b 0.0225725187 -0.0416375287 0.08678257 10.00
252 DNR ind4b -0.0474334557 -0.1398816021 0.04501469 50.00
253 DNR ind4b -0.0474334557 -0.1398816021 0.04501469 50.00
254 DNR ind4b -0.0474334557 -0.1398816021 0.04501469 50.00
255 DNR ind4b -0.0474334557 -0.1398816021 0.04501469 50.00
256 DNR ind5a 0.9729086936 0.9321070145 1.01371037 0.01
257 DNR ind5a 0.9729086936 0.9321070145 1.01371037 0.01
258 DNR ind5a 0.9729086936 0.9321070145 1.01371037 0.01
259 DNR ind5a 0.9729086936 0.9321070145 1.01371037 0.01
260 DNR ind5a 0.9150970698 0.8369432366 0.99325090 0.05
261 DNR ind5a 0.9150970698 0.8369432366 0.99325090 0.05
262 DNR ind5a 0.9150970698 0.8369432366 0.99325090 0.05
263 DNR ind5a 0.9150970698 0.8369432366 0.99325090 0.05
264 DNR ind5a 0.8648788433 0.7719802852 0.95777740 0.10
265 DNR ind5a 0.8648788433 0.7719802852 0.95777740 0.10
266 DNR ind5a 0.8648788433 0.7719802852 0.95777740 0.10
267 DNR ind5a 0.8648788433 0.7719802852 0.95777740 0.10
268 DNR ind5a 0.6522666282 0.5481188996 0.75641436 0.50
269 DNR ind5a 0.6522666282 0.5481188996 0.75641436 0.50
270 DNR ind5a 0.6522666282 0.5481188996 0.75641436 0.50
271 DNR ind5a 0.6522666282 0.5481188996 0.75641436 0.50
272 DNR ind5a 0.5210004842 0.4100059785 0.63199499 1.00
273 DNR ind5a 0.5210004842 0.4100059785 0.63199499 1.00
274 DNR ind5a 0.5210004842 0.4100059785 0.63199499 1.00
275 DNR ind5a 0.5210004842 0.4100059785 0.63199499 1.00
276 DNR ind5a 0.2144716097 0.1018996991 0.32704352 5.00
277 DNR ind5a 0.2144716097 0.1018996991 0.32704352 5.00
278 DNR ind5a 0.2144716097 0.1018996991 0.32704352 5.00
279 DNR ind5a 0.2144716097 0.1018996991 0.32704352 5.00
280 DNR ind5a 0.1159412065 0.0133627192 0.21851969 10.00
281 DNR ind5a 0.1159412065 0.0133627192 0.21851969 10.00
282 DNR ind5a 0.1159412065 0.0133627192 0.21851969 10.00
283 DNR ind5a 0.1159412065 0.0133627192 0.21851969 10.00
284 DNR ind5a -0.0157644864 -0.1764055561 0.14487658 50.00
285 DNR ind5a -0.0157644864 -0.1764055561 0.14487658 50.00
286 DNR ind5a -0.0157644864 -0.1764055561 0.14487658 50.00
287 DNR ind5a -0.0157644864 -0.1764055561 0.14487658 50.00
288 DNR ind5b 0.9976355968 0.9845079164 1.01076328 0.01
289 DNR ind5b 0.9976355968 0.9845079164 1.01076328 0.01
290 DNR ind5b 0.9976355968 0.9845079164 1.01076328 0.01
291 DNR ind5b 0.9770409327 0.8981410143 1.05594085 0.05
292 DNR ind5b 0.9770409327 0.8981410143 1.05594085 0.05
293 DNR ind5b 0.9770409327 0.8981410143 1.05594085 0.05
294 DNR ind5b 0.9770409327 0.8981410143 1.05594085 0.05
295 DNR ind5b 0.9405997781 0.7924547616 1.08874479 0.10
296 DNR ind5b 0.9405997781 0.7924547616 1.08874479 0.10
297 DNR ind5b 0.9405997781 0.7924547616 1.08874479 0.10
298 DNR ind5b 0.6123969936 0.4043832360 0.82041075 0.50
299 DNR ind5b 0.6123969936 0.4043832360 0.82041075 0.50
300 DNR ind5b 0.6123969936 0.4043832360 0.82041075 0.50
301 DNR ind5b 0.3654619350 0.1875733614 0.54335051 1.00
302 DNR ind5b 0.3654619350 0.1875733614 0.54335051 1.00
303 DNR ind5b 0.3654619350 0.1875733614 0.54335051 1.00
304 DNR ind5b 0.3654619350 0.1875733614 0.54335051 1.00
305 DNR ind5b 0.0387679981 -0.0965757503 0.17411175 5.00
306 DNR ind5b 0.0387679981 -0.0965757503 0.17411175 5.00
307 DNR ind5b 0.0387679981 -0.0965757503 0.17411175 5.00
308 DNR ind5b 0.0387679981 -0.0965757503 0.17411175 5.00
309 DNR ind5b 0.0026000721 -0.1265208541 0.13172100 10.00
310 DNR ind5b 0.0026000721 -0.1265208541 0.13172100 10.00
311 DNR ind5b 0.0026000721 -0.1265208541 0.13172100 10.00
312 DNR ind5b 0.0026000721 -0.1265208541 0.13172100 10.00
313 DNR ind5b -0.0178308627 -0.1716620703 0.13600034 50.00
314 DNR ind5b -0.0178308627 -0.1716620703 0.13600034 50.00
315 DNR ind5b -0.0178308627 -0.1716620703 0.13600034 50.00
316 DNR ind5b -0.0178308627 -0.1716620703 0.13600034 50.00
317 DNR ind6a 0.9804185207 0.9427640171 1.01807302 0.01
318 DNR ind6a 0.9804185207 0.9427640171 1.01807302 0.01
319 DNR ind6a 0.9804185207 0.9427640171 1.01807302 0.01
320 DNR ind6a 0.9804185207 0.9427640171 1.01807302 0.01
321 DNR ind6a 0.9288424546 0.8425628994 1.01512201 0.05
322 DNR ind6a 0.9288424546 0.8425628994 1.01512201 0.05
323 DNR ind6a 0.9288424546 0.8425628994 1.01512201 0.05
324 DNR ind6a 0.9288424546 0.8425628994 1.01512201 0.05
325 DNR ind6a 0.8794144817 0.7695262462 0.98930272 0.10
326 DNR ind6a 0.8794144817 0.7695262462 0.98930272 0.10
327 DNR ind6a 0.8794144817 0.7695262462 0.98930272 0.10
328 DNR ind6a 0.8794144817 0.7695262462 0.98930272 0.10
329 DNR ind6a 0.6485499834 0.5329934045 0.76410656 0.50
330 DNR ind6a 0.6485499834 0.5329934045 0.76410656 0.50
331 DNR ind6a 0.6485499834 0.5329934045 0.76410656 0.50
332 DNR ind6a 0.4993977679 0.3994046742 0.59939086 1.00
333 DNR ind6a 0.4993977679 0.3994046742 0.59939086 1.00
334 DNR ind6a 0.4993977679 0.3994046742 0.59939086 1.00
335 DNR ind6a 0.4993977679 0.3994046742 0.59939086 1.00
336 DNR ind6a 0.1638013099 0.0621608449 0.26544177 5.00
337 DNR ind6a 0.1638013099 0.0621608449 0.26544177 5.00
338 DNR ind6a 0.1638013099 0.0621608449 0.26544177 5.00
339 DNR ind6a 0.1638013099 0.0621608449 0.26544177 5.00
340 DNR ind6a 0.0664011117 -0.0274738890 0.16027611 10.00
341 DNR ind6a 0.0664011117 -0.0274738890 0.16027611 10.00
342 DNR ind6a 0.0664011117 -0.0274738890 0.16027611 10.00
343 DNR ind6a 0.0664011117 -0.0274738890 0.16027611 10.00
344 DNR ind6a -0.0491666133 -0.1770653574 0.07873213 50.00
345 DNR ind6a -0.0491666133 -0.1770653574 0.07873213 50.00
346 DNR ind6a -0.0491666133 -0.1770653574 0.07873213 50.00
347 DNR ind6a -0.0491666133 -0.1770653574 0.07873213 50.00
348 DNR ind6b 0.9386451459 0.8339387799 1.04335151 0.01
349 DNR ind6b 0.9386451459 0.8339387799 1.04335151 0.01
350 DNR ind6b 0.9386451459 0.8339387799 1.04335151 0.01
351 DNR ind6b 0.9386451459 0.8339387799 1.04335151 0.01
352 DNR ind6b 0.8426339007 0.6846643019 1.00060350 0.05
353 DNR ind6b 0.8426339007 0.6846643019 1.00060350 0.05
354 DNR ind6b 0.8426339007 0.6846643019 1.00060350 0.05
355 DNR ind6b 0.8426339007 0.6846643019 1.00060350 0.05
356 DNR ind6b 0.7718307038 0.6036098796 0.94005153 0.10
357 DNR ind6b 0.7718307038 0.6036098796 0.94005153 0.10
358 DNR ind6b 0.7718307038 0.6036098796 0.94005153 0.10
359 DNR ind6b 0.7718307038 0.6036098796 0.94005153 0.10
360 DNR ind6b 0.5277608506 0.3739932901 0.68152841 0.50
361 DNR ind6b 0.5277608506 0.3739932901 0.68152841 0.50
362 DNR ind6b 0.5277608506 0.3739932901 0.68152841 0.50
363 DNR ind6b 0.4006212773 0.2472836122 0.55395894 1.00
364 DNR ind6b 0.4006212773 0.2472836122 0.55395894 1.00
365 DNR ind6b 0.4006212773 0.2472836122 0.55395894 1.00
366 DNR ind6b 0.1322609008 -0.0162455228 0.28076732 5.00
367 DNR ind6b 0.1322609008 -0.0162455228 0.28076732 5.00
368 DNR ind6b 0.1322609008 -0.0162455228 0.28076732 5.00
369 DNR ind6b 0.1322609008 -0.0162455228 0.28076732 5.00
370 DNR ind6b 0.0477120199 -0.0961972274 0.19162127 10.00
371 DNR ind6b 0.0477120199 -0.0961972274 0.19162127 10.00
372 DNR ind6b 0.0477120199 -0.0961972274 0.19162127 10.00
373 DNR ind6b 0.0477120199 -0.0961972274 0.19162127 10.00
374 DNR ind6b -0.0723064481 -0.2767471939 0.13213430 50.00
375 DNR ind6b -0.0723064481 -0.2767471939 0.13213430 50.00
376 DNR ind6b -0.0723064481 -0.2767471939 0.13213430 50.00
377 DNR ind6b -0.0723064481 -0.2767471939 0.13213430 50.00
378 DOX ind1a 0.9561386598 0.8963463520 1.01593097 0.01
379 DOX ind1a 0.9561386598 0.8963463520 1.01593097 0.01
380 DOX ind1a 0.9561386598 0.8963463520 1.01593097 0.01
381 DOX ind1a 0.9561386598 0.8963463520 1.01593097 0.01
382 DOX ind1a 0.9099475681 0.8237441039 0.99615103 0.05
383 DOX ind1a 0.9099475681 0.8237441039 0.99615103 0.05
384 DOX ind1a 0.9099475681 0.8237441039 0.99615103 0.05
385 DOX ind1a 0.9099475681 0.8237441039 0.99615103 0.05
386 DOX ind1a 0.8783922851 0.7816701622 0.97511441 0.10
387 DOX ind1a 0.8783922851 0.7816701622 0.97511441 0.10
388 DOX ind1a 0.8783922851 0.7816701622 0.97511441 0.10
389 DOX ind1a 0.8783922851 0.7816701622 0.97511441 0.10
390 DOX ind1a 0.7644678941 0.6524030164 0.87653277 0.50
391 DOX ind1a 0.7644678941 0.6524030164 0.87653277 0.50
392 DOX ind1a 0.7644678941 0.6524030164 0.87653277 0.50
393 DOX ind1a 0.7644678941 0.6524030164 0.87653277 0.50
394 DOX ind1a 0.6937845029 0.5796623381 0.80790667 1.00
395 DOX ind1a 0.6937845029 0.5796623381 0.80790667 1.00
396 DOX ind1a 0.6937845029 0.5796623381 0.80790667 1.00
397 DOX ind1a 0.6937845029 0.5796623381 0.80790667 1.00
398 DOX ind1a 0.4772294330 0.3602464526 0.59421241 5.00
399 DOX ind1a 0.4772294330 0.3602464526 0.59421241 5.00
400 DOX ind1a 0.4772294330 0.3602464526 0.59421241 5.00
401 DOX ind1a 0.4772294330 0.3602464526 0.59421241 5.00
402 DOX ind1a 0.3669133079 0.2447880177 0.48903860 10.00
403 DOX ind1a 0.3669133079 0.2447880177 0.48903860 10.00
404 DOX ind1a 0.3669133079 0.2447880177 0.48903860 10.00
405 DOX ind1a 0.3669133079 0.2447880177 0.48903860 10.00
406 DOX ind1a 0.1067121182 -0.0978659541 0.31129019 50.00
407 DOX ind1a 0.1067121182 -0.0978659541 0.31129019 50.00
408 DOX ind1a 0.1067121182 -0.0978659541 0.31129019 50.00
409 DOX ind1a 0.1067121182 -0.0978659541 0.31129019 50.00
410 DOX ind1b 0.9859633704 0.9340328710 1.03789387 0.01
411 DOX ind1b 0.9859633704 0.9340328710 1.03789387 0.01
412 DOX ind1b 0.9859633704 0.9340328710 1.03789387 0.01
413 DOX ind1b 0.9354092985 0.8058073811 1.06501122 0.05
414 DOX ind1b 0.9354092985 0.8058073811 1.06501122 0.05
415 DOX ind1b 0.9354092985 0.8058073811 1.06501122 0.05
416 DOX ind1b 0.9354092985 0.8058073811 1.06501122 0.05
417 DOX ind1b 0.8808112518 0.7182560418 1.04336646 0.10
418 DOX ind1b 0.8808112518 0.7182560418 1.04336646 0.10
419 DOX ind1b 0.8808112518 0.7182560418 1.04336646 0.10
420 DOX ind1b 0.8808112518 0.7182560418 1.04336646 0.10
421 DOX ind1b 0.6215443520 0.3810235119 0.86206519 0.50
422 DOX ind1b 0.6215443520 0.3810235119 0.86206519 0.50
423 DOX ind1b 0.6215443520 0.3810235119 0.86206519 0.50
424 DOX ind1b 0.4767878020 0.1928631598 0.76071244 1.00
425 DOX ind1b 0.4767878020 0.1928631598 0.76071244 1.00
426 DOX ind1b 0.4767878020 0.1928631598 0.76071244 1.00
427 DOX ind1b 0.4767878020 0.1928631598 0.76071244 1.00
428 DOX ind1b 0.2417320273 0.0681245967 0.41533946 5.00
429 DOX ind1b 0.2417320273 0.0681245967 0.41533946 5.00
430 DOX ind1b 0.2417320273 0.0681245967 0.41533946 5.00
431 DOX ind1b 0.1957786752 0.0189310554 0.37262629 10.00
432 DOX ind1b 0.1957786752 0.0189310554 0.37262629 10.00
433 DOX ind1b 0.1957786752 0.0189310554 0.37262629 10.00
434 DOX ind1b 0.1957786752 0.0189310554 0.37262629 10.00
435 DOX ind1b 0.2417320273 0.0681245967 0.41533946 5.00
436 DOX ind1b 0.1542385955 -0.1216655564 0.43014275 50.00
437 DOX ind1b 0.1542385955 -0.1216655564 0.43014275 50.00
438 DOX ind1b 0.1542385955 -0.1216655564 0.43014275 50.00
439 DOX ind1b 0.1542385955 -0.1216655564 0.43014275 50.00
440 DOX ind2a 0.9916454195 0.9816339193 1.00165692 0.01
441 DOX ind2a 0.9916454195 0.9816339193 1.00165692 0.01
442 DOX ind2a 0.9916454195 0.9816339193 1.00165692 0.01
443 DOX ind2a 0.9916454195 0.9816339193 1.00165692 0.01
444 DOX ind2a 0.9750954570 0.9535081269 0.99668279 0.05
445 DOX ind2a 0.9750954570 0.9535081269 0.99668279 0.05
446 DOX ind2a 0.9750954570 0.9535081269 0.99668279 0.05
447 DOX ind2a 0.9750954570 0.9535081269 0.99668279 0.05
448 DOX ind2a 0.9603540596 0.9315551136 0.98915301 0.10
449 DOX ind2a 0.9603540596 0.9315551136 0.98915301 0.10
450 DOX ind2a 0.9603540596 0.9315551136 0.98915301 0.10
451 DOX ind2a 0.9603540596 0.9315551136 0.98915301 0.10
452 DOX ind2a 0.8867220547 0.8392122797 0.93423183 0.50
453 DOX ind2a 0.8867220547 0.8392122797 0.93423183 0.50
454 DOX ind2a 0.8867220547 0.8392122797 0.93423183 0.50
455 DOX ind2a 0.8867220547 0.8392122797 0.93423183 0.50
456 DOX ind2a 0.8867220547 0.8392122797 0.93423183 0.50
457 DOX ind2a 0.8260990584 0.7728551533 0.87934296 1.00
458 DOX ind2a 0.8260990584 0.7728551533 0.87934296 1.00
459 DOX ind2a 0.8260990584 0.7728551533 0.87934296 1.00
460 DOX ind2a 0.8260990584 0.7728551533 0.87934296 1.00
461 DOX ind2a 0.5782208792 0.5184824016 0.63795936 5.00
462 DOX ind2a 0.5782208792 0.5184824016 0.63795936 5.00
463 DOX ind2a 0.5782208792 0.5184824016 0.63795936 5.00
464 DOX ind2a 0.4241535179 0.3595505255 0.48875651 10.00
465 DOX ind2a 0.4241535179 0.3595505255 0.48875651 10.00
466 DOX ind2a 0.4241535179 0.3595505255 0.48875651 10.00
467 DOX ind2a 0.4241535179 0.3595505255 0.48875651 10.00
468 DOX ind2a 0.0384425481 -0.0511322433 0.12801734 50.00
469 DOX ind2a 0.0384425481 -0.0511322433 0.12801734 50.00
470 DOX ind2a 0.0384425481 -0.0511322433 0.12801734 50.00
471 DOX ind2a 0.0384425481 -0.0511322433 0.12801734 50.00
472 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
473 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
474 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
475 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
476 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
477 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
478 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
479 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
480 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
481 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
482 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
483 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
484 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
485 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
486 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
487 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
488 DOX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
489 DOX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
490 DOX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
491 DOX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
492 DOX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
493 DOX ind2b 0.9999999996 NaN NaN 5.00
494 DOX ind2b 0.9999999996 NaN NaN 5.00
495 DOX ind2b 0.9999999996 NaN NaN 5.00
496 DOX ind2b 0.9999992128 NaN NaN 10.00
497 DOX ind2b 0.9999992128 NaN NaN 10.00
498 DOX ind2b 0.9999992128 NaN NaN 10.00
499 DOX ind2b 0.9999992128 NaN NaN 10.00
500 DOX ind2b 0.0262488752 -0.2317538610 0.28425161 50.00
501 DOX ind2b 0.0262488752 -0.2317538610 0.28425161 50.00
502 DOX ind2b 0.0262488752 -0.2317538610 0.28425161 50.00
503 DOX ind2b 0.0262488752 -0.2317538610 0.28425161 50.00
504 DOX ind3a 0.9494394719 0.8720934866 1.02678546 0.01
505 DOX ind3a 0.9494394719 0.8720934866 1.02678546 0.01
506 DOX ind3a 0.9494394719 0.8720934866 1.02678546 0.01
507 DOX ind3a 0.9494394719 0.8720934866 1.02678546 0.01
508 DOX ind3a 0.9017223256 0.8002846989 1.00315995 0.05
509 DOX ind3a 0.9017223256 0.8002846989 1.00315995 0.05
510 DOX ind3a 0.9017223256 0.8002846989 1.00315995 0.05
511 DOX ind3a 0.9017223256 0.8002846989 1.00315995 0.05
512 DOX ind3a 0.8701871435 0.7606417927 0.97973249 0.10
513 DOX ind3a 0.8701871435 0.7606417927 0.97973249 0.10
514 DOX ind3a 0.8701871435 0.7606417927 0.97973249 0.10
515 DOX ind3a 0.8701871435 0.7606417927 0.97973249 0.10
516 DOX ind3a 0.7595434412 0.6368126090 0.88227427 0.50
517 DOX ind3a 0.7595434412 0.6368126090 0.88227427 0.50
518 DOX ind3a 0.7595434412 0.6368126090 0.88227427 0.50
519 DOX ind3a 0.7595434412 0.6368126090 0.88227427 0.50
520 DOX ind3a 0.7595434412 0.6368126090 0.88227427 0.50
521 DOX ind3a 0.6919618776 0.5619086688 0.82201509 1.00
522 DOX ind3a 0.6919618776 0.5619086688 0.82201509 1.00
523 DOX ind3a 0.6919618776 0.5619086688 0.82201509 1.00
524 DOX ind3a 0.6919618776 0.5619086688 0.82201509 1.00
525 DOX ind3a 0.4839942404 0.3296805638 0.63830792 5.00
526 DOX ind3a 0.4839942404 0.3296805638 0.63830792 5.00
527 DOX ind3a 0.4839942404 0.3296805638 0.63830792 5.00
528 DOX ind3a 0.3754601353 0.2172281010 0.53369217 10.00
529 DOX ind3a 0.3754601353 0.2172281010 0.53369217 10.00
530 DOX ind3a 0.3754601353 0.2172281010 0.53369217 10.00
531 DOX ind3a 0.3754601353 0.2172281010 0.53369217 10.00
532 DOX ind3a 0.1057295798 -0.1449647699 0.35642393 50.00
533 DOX ind3a 0.1057295798 -0.1449647699 0.35642393 50.00
534 DOX ind3a 0.1057295798 -0.1449647699 0.35642393 50.00
535 DOX ind3a 0.1057295798 -0.1449647699 0.35642393 50.00
536 DOX ind3b 0.9306230731 0.8589139596 1.00233219 0.01
537 DOX ind3b 0.9306230731 0.8589139596 1.00233219 0.01
538 DOX ind3b 0.9306230731 0.8589139596 1.00233219 0.01
539 DOX ind3b 0.9306230731 0.8589139596 1.00233219 0.01
540 DOX ind3b 0.8725466452 0.7835474517 0.96154584 0.05
541 DOX ind3b 0.8725466452 0.7835474517 0.96154584 0.05
542 DOX ind3b 0.8725466452 0.7835474517 0.96154584 0.05
543 DOX ind3b 0.8725466452 0.7835474517 0.96154584 0.05
544 DOX ind3b 0.8358182500 0.7420095732 0.92962693 0.10
545 DOX ind3b 0.8358182500 0.7420095732 0.92962693 0.10
546 DOX ind3b 0.8358182500 0.7420095732 0.92962693 0.10
547 DOX ind3b 0.8358182500 0.7420095732 0.92962693 0.10
548 DOX ind3b 0.6421090549 0.5424084697 0.74180964 1.00
549 DOX ind3b 0.7134134721 0.6152570732 0.81156987 0.50
550 DOX ind3b 0.7134134721 0.6152570732 0.81156987 0.50
551 DOX ind3b 0.7134134721 0.6152570732 0.81156987 0.50
552 DOX ind3b 0.7134134721 0.6152570732 0.81156987 0.50
553 DOX ind3b 0.6421090549 0.5424084697 0.74180964 1.00
554 DOX ind3b 0.6421090549 0.5424084697 0.74180964 1.00
555 DOX ind3b 0.6421090549 0.5424084697 0.74180964 1.00
556 DOX ind3b 0.4330283726 0.3244776584 0.54157909 5.00
557 DOX ind3b 0.4330283726 0.3244776584 0.54157909 5.00
558 DOX ind3b 0.4330283726 0.3244776584 0.54157909 5.00
559 DOX ind3b 0.4330283726 0.3244776584 0.54157909 5.00
560 DOX ind3b 0.3281380335 0.2149654739 0.44131059 10.00
561 DOX ind3b 0.3281380335 0.2149654739 0.44131059 10.00
562 DOX ind3b 0.3281380335 0.2149654739 0.44131059 10.00
563 DOX ind3b 0.3281380335 0.2149654739 0.44131059 10.00
564 DOX ind3b 0.0743163872 -0.1126492209 0.26128200 50.00
565 DOX ind3b 0.0743163872 -0.1126492209 0.26128200 50.00
566 DOX ind3b 0.0743163872 -0.1126492209 0.26128200 50.00
567 DOX ind3b 0.0743163872 -0.1126492209 0.26128200 50.00
568 DOX ind4a 0.9761205655 0.9470850535 1.00515608 0.01
569 DOX ind4a 0.9761205655 0.9470850535 1.00515608 0.01
570 DOX ind4a 0.9761205655 0.9470850535 1.00515608 0.01
571 DOX ind4a 0.9761205655 0.9470850535 1.00515608 0.01
572 DOX ind4a 0.9289209805 0.8753769741 0.98246499 0.05
573 DOX ind4a 0.9289209805 0.8753769741 0.98246499 0.05
574 DOX ind4a 0.9289209805 0.8753769741 0.98246499 0.05
575 DOX ind4a 0.9289209805 0.8753769741 0.98246499 0.05
576 DOX ind4a 0.8887398548 0.8254863217 0.95199339 0.10
577 DOX ind4a 0.8887398548 0.8254863217 0.95199339 0.10
578 DOX ind4a 0.8887398548 0.8254863217 0.95199339 0.10
579 DOX ind4a 0.8887398548 0.8254863217 0.95199339 0.10
580 DOX ind4a 0.7166389721 0.6454384640 0.78783948 0.50
581 DOX ind4a 0.7166389721 0.6454384640 0.78783948 0.50
582 DOX ind4a 0.7166389721 0.6454384640 0.78783948 0.50
583 DOX ind4a 0.7166389721 0.6454384640 0.78783948 0.50
584 DOX ind4a 0.6050024807 0.5283229717 0.68168199 1.00
585 DOX ind4a 0.6050024807 0.5283229717 0.68168199 1.00
586 DOX ind4a 0.6050024807 0.5283229717 0.68168199 1.00
587 DOX ind4a 0.6050024807 0.5283229717 0.68168199 1.00
588 DOX ind4a 0.3150958325 0.2276080992 0.40258357 5.00
589 DOX ind4a 0.3150958325 0.2276080992 0.40258357 5.00
590 DOX ind4a 0.3150958325 0.2276080992 0.40258357 5.00
591 DOX ind4a 0.3150958325 0.2276080992 0.40258357 5.00
592 DOX ind4a 0.2090253043 0.1320602271 0.28599038 10.00
593 DOX ind4a 0.2090253043 0.1320602271 0.28599038 10.00
594 DOX ind4a 0.2090253043 0.1320602271 0.28599038 10.00
595 DOX ind4a 0.2090253043 0.1320602271 0.28599038 10.00
596 DOX ind4a 0.0511453813 -0.0725150783 0.17480584 50.00
597 DOX ind4a 0.0511453813 -0.0725150783 0.17480584 50.00
598 DOX ind4a 0.0511453813 -0.0725150783 0.17480584 50.00
599 DOX ind4a 0.0511453813 -0.0725150783 0.17480584 50.00
600 DOX ind4b 0.9122788753 0.7800135104 1.04454424 0.01
601 DOX ind4b 0.9122788753 0.7800135104 1.04454424 0.01
602 DOX ind4b 0.9122788753 0.7800135104 1.04454424 0.01
603 DOX ind4b 0.9122788753 0.7800135104 1.04454424 0.01
604 DOX ind4b 0.7832222478 0.6291018096 0.93734269 0.05
605 DOX ind4b 0.7832222478 0.6291018096 0.93734269 0.05
606 DOX ind4b 0.7832222478 0.6291018096 0.93734269 0.05
607 DOX ind4b 0.7832222478 0.6291018096 0.93734269 0.05
608 DOX ind4b 0.6961704451 0.5608994072 0.83144148 0.10
609 DOX ind4b 0.6961704451 0.5608994072 0.83144148 0.10
610 DOX ind4b 0.6961704451 0.5608994072 0.83144148 0.10
611 DOX ind4b 0.4430482810 0.3291028694 0.55699369 0.50
612 DOX ind4b 0.4430482810 0.3291028694 0.55699369 0.50
613 DOX ind4b 0.4430482810 0.3291028694 0.55699369 0.50
614 DOX ind4b 0.4430482810 0.3291028694 0.55699369 0.50
615 DOX ind4b 0.3351853049 0.2057374332 0.46463318 1.00
616 DOX ind4b 0.3351853049 0.2057374332 0.46463318 1.00
617 DOX ind4b 0.3351853049 0.2057374332 0.46463318 1.00
618 DOX ind4b 0.3351853049 0.2057374332 0.46463318 1.00
619 DOX ind4b 0.1485666400 0.0433778763 0.25375540 5.00
620 DOX ind4b 0.1485666400 0.0433778763 0.25375540 5.00
621 DOX ind4b 0.1485666400 0.0433778763 0.25375540 5.00
622 DOX ind4b 0.1485666400 0.0433778763 0.25375540 5.00
623 DOX ind4b 0.0993295937 -0.0007851429 0.19944433 10.00
624 DOX ind4b 0.0993295937 -0.0007851429 0.19944433 10.00
625 DOX ind4b 0.0993295937 -0.0007851429 0.19944433 10.00
626 DOX ind4b 0.0993295937 -0.0007851429 0.19944433 10.00
627 DOX ind4b 0.0362552220 -0.1203498553 0.19286030 50.00
628 DOX ind4b 0.0362552220 -0.1203498553 0.19286030 50.00
629 DOX ind4b 0.0362552220 -0.1203498553 0.19286030 50.00
630 DOX ind4b 0.0362552220 -0.1203498553 0.19286030 50.00
631 DOX ind5a 0.9442025849 0.8936330654 0.99477210 0.01
632 DOX ind5a 0.9442025849 0.8936330654 0.99477210 0.01
633 DOX ind5a 0.9442025849 0.8936330654 0.99477210 0.01
634 DOX ind5a 0.9442025849 0.8936330654 0.99477210 0.01
635 DOX ind5a 0.8930823049 0.8310023320 0.95516228 0.05
636 DOX ind5a 0.8930823049 0.8310023320 0.95516228 0.05
637 DOX ind5a 0.8930823049 0.8310023320 0.95516228 0.05
638 DOX ind5a 0.8930823049 0.8310023320 0.95516228 0.05
639 DOX ind5a 0.8596166784 0.7950105219 0.92422283 0.10
640 DOX ind5a 0.8596166784 0.7950105219 0.92422283 0.10
641 DOX ind5a 0.8596166784 0.7950105219 0.92422283 0.10
642 DOX ind5a 0.8596166784 0.7950105219 0.92422283 0.10
643 DOX ind5a 0.7432992990 0.6752620697 0.81133653 0.50
644 DOX ind5a 0.7432992990 0.6752620697 0.81133653 0.50
645 DOX ind5a 0.7432992990 0.6752620697 0.81133653 0.50
646 DOX ind5a 0.7432992990 0.6752620697 0.81133653 0.50
647 DOX ind5a 0.7432992990 0.6752620697 0.81133653 0.50
648 DOX ind5a 0.6727457857 0.5986577297 0.74683384 1.00
649 DOX ind5a 0.6727457857 0.5986577297 0.74683384 1.00
650 DOX ind5a 0.6727457857 0.5986577297 0.74683384 1.00
651 DOX ind5a 0.6727457857 0.5986577297 0.74683384 1.00
652 DOX ind5a 0.4564903502 0.3588981442 0.55408256 5.00
653 DOX ind5a 0.4564903502 0.3588981442 0.55408256 5.00
654 DOX ind5a 0.4564903502 0.3588981442 0.55408256 5.00
655 DOX ind5a 0.3436320666 0.2454766990 0.44178743 10.00
656 DOX ind5a 0.3436320666 0.2454766990 0.44178743 10.00
657 DOX ind5a 0.3436320666 0.2454766990 0.44178743 10.00
658 DOX ind5a 0.3436320666 0.2454766990 0.44178743 10.00
659 DOX ind5a 0.0615221140 -0.0857499204 0.20879415 50.00
660 DOX ind5a 0.0615221140 -0.0857499204 0.20879415 50.00
661 DOX ind5a 0.0615221140 -0.0857499204 0.20879415 50.00
662 DOX ind5a 0.0615221140 -0.0857499204 0.20879415 50.00
663 DOX ind5b 0.9922729465 0.9681018168 1.01644408 0.01
664 DOX ind5b 0.9922729465 0.9681018168 1.01644408 0.01
665 DOX ind5b 0.9922729465 0.9681018168 1.01644408 0.01
666 DOX ind5b 0.9922729465 0.9681018168 1.01644408 0.01
667 DOX ind5b 0.9756968572 0.9206121746 1.03078154 0.05
668 DOX ind5b 0.9756968572 0.9206121746 1.03078154 0.05
669 DOX ind5b 0.9756968572 0.9206121746 1.03078154 0.05
670 DOX ind5b 0.9756968572 0.9206121746 1.03078154 0.05
671 DOX ind5b 0.9604503905 0.8850601189 1.03584066 0.10
672 DOX ind5b 0.9604503905 0.8850601189 1.03584066 0.10
673 DOX ind5b 0.9604503905 0.8850601189 1.03584066 0.10
674 DOX ind5b 0.9604503905 0.8850601189 1.03584066 0.10
675 DOX ind5b 0.8819293117 0.7473863884 1.01647224 0.50
676 DOX ind5b 0.8819293117 0.7473863884 1.01647224 0.50
677 DOX ind5b 0.8819293117 0.7473863884 1.01647224 0.50
678 DOX ind5b 0.8819293117 0.7473863884 1.01647224 0.50
679 DOX ind5b 0.8164375300 0.6567133138 0.97616175 1.00
680 DOX ind5b 0.8164375300 0.6567133138 0.97616175 1.00
681 DOX ind5b 0.8164375300 0.6567133138 0.97616175 1.00
682 DOX ind5b 0.8164375300 0.6567133138 0.97616175 1.00
683 DOX ind5b 0.5544530293 0.3475106150 0.76139544 5.00
684 DOX ind5b 0.5544530293 0.3475106150 0.76139544 5.00
685 DOX ind5b 0.5544530293 0.3475106150 0.76139544 5.00
686 DOX ind5b 0.5544530293 0.3475106150 0.76139544 5.00
687 DOX ind5b 0.4007613398 0.1892099480 0.61231273 10.00
688 DOX ind5b 0.4007613398 0.1892099480 0.61231273 10.00
689 DOX ind5b 0.4007613398 0.1892099480 0.61231273 10.00
690 DOX ind5b 0.4007613398 0.1892099480 0.61231273 10.00
691 DOX ind5b 0.0553141137 -0.2575216930 0.36814992 50.00
692 DOX ind5b 0.0553141137 -0.2575216930 0.36814992 50.00
693 DOX ind5b 0.0553141137 -0.2575216930 0.36814992 50.00
694 DOX ind5b 0.0553141137 -0.2575216930 0.36814992 50.00
695 DOX ind6a 0.9744783113 0.9155956176 1.03336100 0.01
696 DOX ind6a 0.9744783113 0.9155956176 1.03336100 0.01
697 DOX ind6a 0.9744783113 0.9155956176 1.03336100 0.01
698 DOX ind6a 0.9318183434 0.8316481100 1.03198858 0.05
699 DOX ind6a 0.9318183434 0.8316481100 1.03198858 0.05
700 DOX ind6a 0.9318183434 0.8316481100 1.03198858 0.05
701 DOX ind6a 0.9318183434 0.8316481100 1.03198858 0.05
702 DOX ind6a 0.8974964277 0.7820694615 1.01292339 0.10
703 DOX ind6a 0.8974964277 0.7820694615 1.01292339 0.10
704 DOX ind6a 0.8974964277 0.7820694615 1.01292339 0.10
705 DOX ind6a 0.8974964277 0.7820694615 1.01292339 0.10
706 DOX ind6a 0.7541265614 0.6388750150 0.86937811 0.50
707 DOX ind6a 0.7541265614 0.6388750150 0.86937811 0.50
708 DOX ind6a 0.7541265614 0.6388750150 0.86937811 0.50
709 DOX ind6a 0.7541265614 0.6388750150 0.86937811 0.50
710 DOX ind6a 0.6584227543 0.5520869671 0.76475854 1.00
711 DOX ind6a 0.6584227543 0.5520869671 0.76475854 1.00
712 DOX ind6a 0.6584227543 0.5520869671 0.76475854 1.00
713 DOX ind6a 0.6584227543 0.5520869671 0.76475854 1.00
714 DOX ind6a 0.3779564585 0.2371666492 0.51874627 5.00
715 DOX ind6a 0.3779564585 0.2371666492 0.51874627 5.00
716 DOX ind6a 0.3779564585 0.2371666492 0.51874627 5.00
717 DOX ind6a 0.3779564585 0.2371666492 0.51874627 5.00
718 DOX ind6a 0.2555012970 0.1194651559 0.39153744 10.00
719 DOX ind6a 0.2555012970 0.1194651559 0.39153744 10.00
720 DOX ind6a 0.2555012970 0.1194651559 0.39153744 10.00
721 DOX ind6a 0.2555012970 0.1194651559 0.39153744 10.00
722 DOX ind6a 0.0355816246 -0.1549810611 0.22614431 50.00
723 DOX ind6a 0.0355816246 -0.1549810611 0.22614431 50.00
724 DOX ind6a 0.0355816246 -0.1549810611 0.22614431 50.00
725 DOX ind6a 0.0355816246 -0.1549810611 0.22614431 50.00
726 DOX ind6b 0.9983270140 0.9826347251 1.01401930 0.01
727 DOX ind6b 0.9983270140 0.9826347251 1.01401930 0.01
728 DOX ind6b 0.9983270140 0.9826347251 1.01401930 0.01
729 DOX ind6b 0.9983270140 0.9826347251 1.01401930 0.01
730 DOX ind6b 0.9847915152 0.8988842642 1.07069877 0.05
731 DOX ind6b 0.9847915152 0.8988842642 1.07069877 0.05
732 DOX ind6b 0.9847915152 0.8988842642 1.07069877 0.05
733 DOX ind6b 0.9847915152 0.8988842642 1.07069877 0.05
734 DOX ind6b 0.9614430556 0.8064505044 1.11643561 0.10
735 DOX ind6b 0.9614430556 0.8064505044 1.11643561 0.10
736 DOX ind6b 0.9614430556 0.8064505044 1.11643561 0.10
737 DOX ind6b 0.9614430556 0.8064505044 1.11643561 0.10
738 DOX ind6b 0.7372720756 0.5230743199 0.95146983 0.50
739 DOX ind6b 0.7372720756 0.5230743199 0.95146983 0.50
740 DOX ind6b 0.7372720756 0.5230743199 0.95146983 0.50
741 DOX ind6b 0.7372720756 0.5230743199 0.95146983 0.50
742 DOX ind6b 0.5348618822 0.2236377636 0.84608600 1.00
743 DOX ind6b 0.5348618822 0.2236377636 0.84608600 1.00
744 DOX ind6b 0.5348618822 0.2236377636 0.84608600 1.00
745 DOX ind6b 0.5348618822 0.2236377636 0.84608600 1.00
746 DOX ind6b 0.1865646027 -0.0404461690 0.41357537 5.00
747 DOX ind6b 0.1865646027 -0.0404461690 0.41357537 5.00
748 DOX ind6b 0.1865646027 -0.0404461690 0.41357537 5.00
749 DOX ind6b 0.1865646027 -0.0404461690 0.41357537 5.00
750 DOX ind6b 0.1382682996 -0.0421428264 0.31867943 10.00
751 DOX ind6b 0.1382682996 -0.0421428264 0.31867943 10.00
752 DOX ind6b 0.1382682996 -0.0421428264 0.31867943 10.00
753 DOX ind6b 0.1382682996 -0.0421428264 0.31867943 10.00
754 DOX ind6b 0.1088622607 -0.1783413810 0.39606590 50.00
755 DOX ind6b 0.1088622607 -0.1783413810 0.39606590 50.00
756 DOX ind6b 0.1088622607 -0.1783413810 0.39606590 50.00
757 DOX ind6b 0.1088622607 -0.1783413810 0.39606590 50.00
758 EPI ind1a 0.9601326692 0.9025690119 1.01769633 0.01
759 EPI ind1a 0.9601326692 0.9025690119 1.01769633 0.01
760 EPI ind1a 0.9601326692 0.9025690119 1.01769633 0.01
761 EPI ind1a 0.9601326692 0.9025690119 1.01769633 0.01
762 EPI ind1a 0.9172017849 0.8318815956 1.00252197 0.05
763 EPI ind1a 0.9172017849 0.8318815956 1.00252197 0.05
764 EPI ind1a 0.9172017849 0.8318815956 1.00252197 0.05
765 EPI ind1a 0.9172017849 0.8318815956 1.00252197 0.05
766 EPI ind1a 0.8876337094 0.7904204508 0.98484697 0.10
767 EPI ind1a 0.8876337094 0.7904204508 0.98484697 0.10
768 EPI ind1a 0.8876337094 0.7904204508 0.98484697 0.10
769 EPI ind1a 0.8876337094 0.7904204508 0.98484697 0.10
770 EPI ind1a 0.7799296346 0.6622280864 0.89763118 0.50
771 EPI ind1a 0.7799296346 0.6622280864 0.89763118 0.50
772 EPI ind1a 0.7799296346 0.6622280864 0.89763118 0.50
773 EPI ind1a 0.7799296346 0.6622280864 0.89763118 0.50
774 EPI ind1a 0.7126180292 0.5906866294 0.83454943 1.00
775 EPI ind1a 0.7126180292 0.5906866294 0.83454943 1.00
776 EPI ind1a 0.7126180292 0.5906866294 0.83454943 1.00
777 EPI ind1a 0.7126180292 0.5906866294 0.83454943 1.00
778 EPI ind1a 0.5052163974 0.3816949573 0.62873784 5.00
779 EPI ind1a 0.5052163974 0.3816949573 0.62873784 5.00
780 EPI ind1a 0.5052163974 0.3816949573 0.62873784 5.00
781 EPI ind1a 0.5052163974 0.3816949573 0.62873784 5.00
782 EPI ind1a 0.3992758887 0.2737002798 0.52485150 10.00
783 EPI ind1a 0.3992758887 0.2737002798 0.52485150 10.00
784 EPI ind1a 0.3992758887 0.2737002798 0.52485150 10.00
785 EPI ind1a 0.3992758887 0.2737002798 0.52485150 10.00
786 EPI ind1a 0.1497936877 -0.0612897224 0.36087710 50.00
787 EPI ind1a 0.1497936877 -0.0612897224 0.36087710 50.00
788 EPI ind1a 0.1497936877 -0.0612897224 0.36087710 50.00
789 EPI ind1a 0.1497936877 -0.0612897224 0.36087710 50.00
790 EPI ind1b 0.9122523730 0.8004612945 1.02404345 0.01
791 EPI ind1b 0.9122523730 0.8004612945 1.02404345 0.01
792 EPI ind1b 0.9122523730 0.8004612945 1.02404345 0.01
793 EPI ind1b 0.8369493665 0.7182666852 0.95563205 0.05
794 EPI ind1b 0.8369493665 0.7182666852 0.95563205 0.05
795 EPI ind1b 0.8369493665 0.7182666852 0.95563205 0.05
796 EPI ind1b 0.8369493665 0.7182666852 0.95563205 0.05
797 EPI ind1b 0.7907216634 0.6702967948 0.91114653 0.10
798 EPI ind1b 0.7907216634 0.6702967948 0.91114653 0.10
799 EPI ind1b 0.7907216634 0.6702967948 0.91114653 0.10
800 EPI ind1b 0.6473511127 0.4913242396 0.80337799 0.50
801 EPI ind1b 0.6473511127 0.4913242396 0.80337799 0.50
802 EPI ind1b 0.6473511127 0.4913242396 0.80337799 0.50
803 EPI ind1b 0.6473511127 0.4913242396 0.80337799 0.50
804 EPI ind1b 0.5718543522 0.3924337313 0.75127497 1.00
805 EPI ind1b 0.5718543522 0.3924337313 0.75127497 1.00
806 EPI ind1b 0.5718543522 0.3924337313 0.75127497 1.00
807 EPI ind1b 0.5718543522 0.3924337313 0.75127497 1.00
808 EPI ind1b 0.3821946436 0.2067606569 0.55762863 5.00
809 EPI ind1b 0.3821946436 0.2067606569 0.55762863 5.00
810 EPI ind1b 0.3821946436 0.2067606569 0.55762863 5.00
811 EPI ind1b 0.3026862707 0.1534583918 0.45191415 10.00
812 EPI ind1b 0.3026862707 0.1534583918 0.45191415 10.00
813 EPI ind1b 0.3026862707 0.1534583918 0.45191415 10.00
814 EPI ind1b 0.3026862707 0.1534583918 0.45191415 10.00
815 EPI ind1b 0.1448792805 -0.1440938480 0.43385241 50.00
816 EPI ind1b 0.1448792805 -0.1440938480 0.43385241 50.00
817 EPI ind1b 0.1448792805 -0.1440938480 0.43385241 50.00
818 EPI ind1b 0.1448792805 -0.1440938480 0.43385241 50.00
819 EPI ind2a 0.9794633236 0.9571353200 1.00179133 0.01
820 EPI ind2a 0.9794633236 0.9571353200 1.00179133 0.01
821 EPI ind2a 0.9794633236 0.9571353200 1.00179133 0.01
822 EPI ind2a 0.9794633236 0.9571353200 1.00179133 0.01
823 EPI ind2a 0.9482936986 0.9083299194 0.98825748 0.05
824 EPI ind2a 0.9482936986 0.9083299194 0.98825748 0.05
825 EPI ind2a 0.9482936986 0.9083299194 0.98825748 0.05
826 EPI ind2a 0.9482936986 0.9083299194 0.98825748 0.05
827 EPI ind2a 0.9237376701 0.8747864502 0.97268889 0.10
828 EPI ind2a 0.9237376701 0.8747864502 0.97268889 0.10
829 EPI ind2a 0.9237376701 0.8747864502 0.97268889 0.10
830 EPI ind2a 0.9237376701 0.8747864502 0.97268889 0.10
831 EPI ind2a 0.8196988787 0.7537170151 0.88568074 0.50
832 EPI ind2a 0.8196988787 0.7537170151 0.88568074 0.50
833 EPI ind2a 0.8196988787 0.7537170151 0.88568074 0.50
834 EPI ind2a 0.8196988787 0.7537170151 0.88568074 0.50
835 EPI ind2a 0.7462612452 0.6776750149 0.81484748 1.00
836 EPI ind2a 0.7462612452 0.6776750149 0.81484748 1.00
837 EPI ind2a 0.7462612452 0.6776750149 0.81484748 1.00
838 EPI ind2a 0.7462612452 0.6776750149 0.81484748 1.00
839 EPI ind2a 0.4976634855 0.4294649226 0.56586205 5.00
840 EPI ind2a 0.4976634855 0.4294649226 0.56586205 5.00
841 EPI ind2a 0.4976634855 0.4294649226 0.56586205 5.00
842 EPI ind2a 0.4976634855 0.4294649226 0.56586205 5.00
843 EPI ind2a 0.3658541387 0.2954349214 0.43627336 10.00
844 EPI ind2a 0.3658541387 0.2954349214 0.43627336 10.00
845 EPI ind2a 0.3658541387 0.2954349214 0.43627336 10.00
846 EPI ind2a 0.3658541387 0.2954349214 0.43627336 10.00
847 EPI ind2a 0.0690599513 -0.0415093904 0.17962929 50.00
848 EPI ind2a 0.0690599513 -0.0415093904 0.17962929 50.00
849 EPI ind2a 0.0690599513 -0.0415093904 0.17962929 50.00
850 EPI ind2a 0.0690599513 -0.0415093904 0.17962929 50.00
851 EPI ind2b 0.9857503214 0.9463860535 1.02511459 0.01
852 EPI ind2b 0.9857503214 0.9463860535 1.02511459 0.01
853 EPI ind2b 0.9857503214 0.9463860535 1.02511459 0.01
854 EPI ind2b 0.9857503214 0.9463860535 1.02511459 0.01
855 EPI ind2b 0.9601956241 0.8821813215 1.03820993 0.05
856 EPI ind2b 0.9601956241 0.8821813215 1.03820993 0.05
857 EPI ind2b 0.9601956241 0.8821813215 1.03820993 0.05
858 EPI ind2b 0.9601956241 0.8821813215 1.03820993 0.05
859 EPI ind2b 0.9386177667 0.8389670970 1.03826844 0.10
860 EPI ind2b 0.9386177667 0.8389670970 1.03826844 0.10
861 EPI ind2b 0.9386177667 0.8389670970 1.03826844 0.10
862 EPI ind2b 0.9386177667 0.8389670970 1.03826844 0.10
863 EPI ind2b 0.8398124414 0.6939000138 0.98572487 0.50
864 EPI ind2b 0.8398124414 0.6939000138 0.98572487 0.50
865 EPI ind2b 0.8398124414 0.6939000138 0.98572487 0.50
866 EPI ind2b 0.8398124414 0.6939000138 0.98572487 0.50
867 EPI ind2b 0.7659692268 0.6102548125 0.92168364 1.00
868 EPI ind2b 0.7659692268 0.6102548125 0.92168364 1.00
869 EPI ind2b 0.7659692268 0.6102548125 0.92168364 1.00
870 EPI ind2b 0.7659692268 0.6102548125 0.92168364 1.00
871 EPI ind2b 0.5078087294 0.3446475437 0.67096992 5.00
872 EPI ind2b 0.5078087294 0.3446475437 0.67096992 5.00
873 EPI ind2b 0.5078087294 0.3446475437 0.67096992 5.00
874 EPI ind2b 0.5078087294 0.3446475437 0.67096992 5.00
875 EPI ind2b 0.3720204508 0.2048368720 0.53920403 10.00
876 EPI ind2b 0.3720204508 0.2048368720 0.53920403 10.00
877 EPI ind2b 0.3720204508 0.2048368720 0.53920403 10.00
878 EPI ind2b 0.3720204508 0.2048368720 0.53920403 10.00
879 EPI ind2b 0.0847006077 -0.1702785173 0.33967973 50.00
880 EPI ind2b 0.0847006077 -0.1702785173 0.33967973 50.00
881 EPI ind2b 0.0847006077 -0.1702785173 0.33967973 50.00
882 EPI ind2b 0.0847006077 -0.1702785173 0.33967973 50.00
883 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.01
884 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.01
885 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.01
886 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.01
887 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.05
888 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.05
889 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.05
890 EPI ind3a 1.0000000000 1.0000000000 1.00000000 0.05
891 EPI ind3a 1.0000000000 0.9999999989 1.00000000 0.10
892 EPI ind3a 1.0000000000 0.9999999989 1.00000000 0.10
893 EPI ind3a 1.0000000000 0.9999999989 1.00000000 0.10
894 EPI ind3a 1.0000000000 0.9999999989 1.00000000 0.10
895 EPI ind3a 0.8584816420 0.5163752842 1.20058800 0.50
896 EPI ind3a 0.8584816420 0.5163752842 1.20058800 0.50
897 EPI ind3a 0.8584816420 0.5163752842 1.20058800 0.50
898 EPI ind3a 0.8584816420 0.5163752842 1.20058800 0.50
899 EPI ind3a 0.3071840182 0.1357682060 0.47859983 1.00
900 EPI ind3a 0.3071840182 0.1357682060 0.47859983 1.00
901 EPI ind3a 0.3071840182 0.1357682060 0.47859983 1.00
902 EPI ind3a 0.3071840182 0.1357682060 0.47859983 1.00
903 EPI ind3a 0.3071376947 0.1360395000 0.47823589 5.00
904 EPI ind3a 0.3071376947 0.1360395000 0.47823589 5.00
905 EPI ind3a 0.3071376947 0.1360395000 0.47823589 5.00
906 EPI ind3a 0.3071376947 0.1360395000 0.47823589 5.00
907 EPI ind3a 0.3071376947 0.1360395000 0.47823589 10.00
908 EPI ind3a 0.3071376947 0.1360395000 0.47823589 10.00
909 EPI ind3a 0.3071376947 0.1360395000 0.47823589 10.00
910 EPI ind3a 0.3071376947 0.1360395000 0.47823589 10.00
911 EPI ind3a 0.3071376947 0.1360395000 0.47823589 50.00
912 EPI ind3a 0.3071376947 0.1360395000 0.47823589 50.00
913 EPI ind3a 0.3071376947 0.1360395000 0.47823589 50.00
914 EPI ind3a 0.3071376947 0.1360395000 0.47823589 50.00
915 EPI ind3b 0.9804544021 0.9431329805 1.01777582 0.01
916 EPI ind3b 0.9804544021 0.9431329805 1.01777582 0.01
917 EPI ind3b 0.9413352721 0.8706039316 1.01206661 0.05
918 EPI ind3b 0.9413352721 0.8706039316 1.01206661 0.05
919 EPI ind3b 0.9413352721 0.8706039316 1.01206661 0.05
920 EPI ind3b 0.9413352721 0.8706039316 1.01206661 0.05
921 EPI ind3b 0.9074897507 0.8216327904 0.99334671 0.10
922 EPI ind3b 0.9074897507 0.8216327904 0.99334671 0.10
923 EPI ind3b 0.9074897507 0.8216327904 0.99334671 0.10
924 EPI ind3b 0.9074897507 0.8216327904 0.99334671 0.10
925 EPI ind3b 0.7564980636 0.6446607555 0.86833537 0.50
926 EPI ind3b 0.7564980636 0.6446607555 0.86833537 0.50
927 EPI ind3b 0.7564980636 0.6446607555 0.86833537 0.50
928 EPI ind3b 0.7564980636 0.6446607555 0.86833537 0.50
929 EPI ind3b 0.6529553062 0.5239675860 0.78194303 1.00
930 EPI ind3b 0.6529553062 0.5239675860 0.78194303 1.00
931 EPI ind3b 0.6529553062 0.5239675860 0.78194303 1.00
932 EPI ind3b 0.6529553062 0.5239675860 0.78194303 1.00
933 EPI ind3b 0.3608411744 0.2069897216 0.51469263 5.00
934 EPI ind3b 0.3608411744 0.2069897216 0.51469263 5.00
935 EPI ind3b 0.3608411744 0.2069897216 0.51469263 5.00
936 EPI ind3b 0.3608411744 0.2069897216 0.51469263 5.00
937 EPI ind3b 0.2446141450 0.1130016383 0.37622665 10.00
938 EPI ind3b 0.2446141450 0.1130016383 0.37622665 10.00
939 EPI ind3b 0.2446141450 0.1130016383 0.37622665 10.00
940 EPI ind3b 0.2446141450 0.1130016383 0.37622665 10.00
941 EPI ind3b 0.0611133327 -0.1596568771 0.28188354 50.00
942 EPI ind3b 0.0611133327 -0.1596568771 0.28188354 50.00
943 EPI ind3b 0.0611133327 -0.1596568771 0.28188354 50.00
944 EPI ind3b 0.0611133327 -0.1596568771 0.28188354 50.00
945 EPI ind4a 0.9844563658 0.9616468191 1.00726591 0.01
946 EPI ind4a 0.9844563658 0.9616468191 1.00726591 0.01
947 EPI ind4a 0.9844563658 0.9616468191 1.00726591 0.01
948 EPI ind4a 0.9844563658 0.9616468191 1.00726591 0.01
949 EPI ind4a 0.9485746312 0.9000951755 0.99705409 0.05
950 EPI ind4a 0.9485746312 0.9000951755 0.99705409 0.05
951 EPI ind4a 0.9485746312 0.9000951755 0.99705409 0.05
952 EPI ind4a 0.9485746312 0.9000951755 0.99705409 0.05
953 EPI ind4a 0.9154555004 0.8538609913 0.97705001 0.10
954 EPI ind4a 0.9154555004 0.8538609913 0.97705001 0.10
955 EPI ind4a 0.9154555004 0.8538609913 0.97705001 0.10
956 EPI ind4a 0.9154555004 0.8538609913 0.97705001 0.10
957 EPI ind4a 0.7570039795 0.6755480887 0.83845987 0.50
958 EPI ind4a 0.7570039795 0.6755480887 0.83845987 0.50
959 EPI ind4a 0.7570039795 0.6755480887 0.83845987 0.50
960 EPI ind4a 0.7570039795 0.6755480887 0.83845987 0.50
961 EPI ind4a 0.6436791787 0.5546098772 0.73274848 1.00
962 EPI ind4a 0.6436791787 0.5546098772 0.73274848 1.00
963 EPI ind4a 0.6436791787 0.5546098772 0.73274848 1.00
964 EPI ind4a 0.6436791787 0.5546098772 0.73274848 1.00
965 EPI ind4a 0.3249004189 0.2205971575 0.42920368 5.00
966 EPI ind4a 0.3249004189 0.2205971575 0.42920368 5.00
967 EPI ind4a 0.3249004189 0.2205971575 0.42920368 5.00
968 EPI ind4a 0.3249004189 0.2205971575 0.42920368 5.00
969 EPI ind4a 0.2040636105 0.1129524493 0.29517477 10.00
970 EPI ind4a 0.2040636105 0.1129524493 0.29517477 10.00
971 EPI ind4a 0.2040636105 0.1129524493 0.29517477 10.00
972 EPI ind4a 0.2040636105 0.1129524493 0.29517477 10.00
973 EPI ind4a 0.0278891586 -0.1176230228 0.17340134 50.00
974 EPI ind4a 0.0278891586 -0.1176230228 0.17340134 50.00
975 EPI ind4a 0.0278891586 -0.1176230228 0.17340134 50.00
976 EPI ind4a 0.0278891586 -0.1176230228 0.17340134 50.00
977 EPI ind4b 0.9408880004 0.9015077346 0.98026827 0.01
978 EPI ind4b 0.9408880004 0.9015077346 0.98026827 0.01
979 EPI ind4b 0.9408880004 0.9015077346 0.98026827 0.01
980 EPI ind4b 0.9408880004 0.9015077346 0.98026827 0.01
981 EPI ind4b 0.7985710897 0.7421006859 0.85504149 0.05
982 EPI ind4b 0.7985710897 0.7421006859 0.85504149 0.05
983 EPI ind4b 0.7985710897 0.7421006859 0.85504149 0.05
984 EPI ind4b 0.7985710897 0.7421006859 0.85504149 0.05
985 EPI ind4b 0.6873369903 0.6353375568 0.73933642 0.10
986 EPI ind4b 0.6873369903 0.6353375568 0.73933642 0.10
987 EPI ind4b 0.6873369903 0.6353375568 0.73933642 0.10
988 EPI ind4b 0.6873369903 0.6353375568 0.73933642 0.10
989 EPI ind4b 0.3726331049 0.3111846283 0.43408158 0.50
990 EPI ind4b 0.3726331049 0.3111846283 0.43408158 0.50
991 EPI ind4b 0.3726331049 0.3111846283 0.43408158 0.50
992 EPI ind4b 0.3726331049 0.3111846283 0.43408158 0.50
993 EPI ind4b 0.2630201767 0.2048392007 0.32120115 1.00
994 EPI ind4b 0.2630201767 0.2048392007 0.32120115 1.00
995 EPI ind4b 0.2630201767 0.2048392007 0.32120115 1.00
996 EPI ind4b 0.2630201767 0.2048392007 0.32120115 1.00
997 EPI ind4b 0.1239882731 0.0841117477 0.16386480 5.00
998 EPI ind4b 0.1239882731 0.0841117477 0.16386480 5.00
999 EPI ind4b 0.1239882731 0.0841117477 0.16386480 5.00
1000 EPI ind4b 0.1239882731 0.0841117477 0.16386480 5.00
1001 EPI ind4b 0.0988677913 0.0534600640 0.14427552 10.00
1002 EPI ind4b 0.0988677913 0.0534600640 0.14427552 10.00
1003 EPI ind4b 0.0988677913 0.0534600640 0.14427552 10.00
1004 EPI ind4b 0.0988677913 0.0534600640 0.14427552 10.00
1005 EPI ind4b 0.0747668733 0.0139143296 0.13561942 50.00
1006 EPI ind4b 0.0747668733 0.0139143296 0.13561942 50.00
1007 EPI ind4b 0.0747668733 0.0139143296 0.13561942 50.00
1008 EPI ind4b 0.0747668733 0.0139143296 0.13561942 50.00
1009 EPI ind5a 0.9492823169 0.8844648154 1.01409982 0.01
1010 EPI ind5a 0.9492823169 0.8844648154 1.01409982 0.01
1011 EPI ind5a 0.9492823169 0.8844648154 1.01409982 0.01
1012 EPI ind5a 0.9492823169 0.8844648154 1.01409982 0.01
1013 EPI ind5a 0.8952688897 0.8108363769 0.97970140 0.05
1014 EPI ind5a 0.8952688897 0.8108363769 0.97970140 0.05
1015 EPI ind5a 0.8952688897 0.8108363769 0.97970140 0.05
1016 EPI ind5a 0.8952688897 0.8108363769 0.97970140 0.05
1017 EPI ind5a 0.8586721048 0.7680670823 0.94927713 0.10
1018 EPI ind5a 0.8586721048 0.7680670823 0.94927713 0.10
1019 EPI ind5a 0.8586721048 0.7680670823 0.94927713 0.10
1020 EPI ind5a 0.8586721048 0.7680670823 0.94927713 0.10
1021 EPI ind5a 0.7298618318 0.6204604001 0.83926326 0.50
1022 EPI ind5a 0.7298618318 0.6204604001 0.83926326 0.50
1023 EPI ind5a 0.7298618318 0.6204604001 0.83926326 0.50
1024 EPI ind5a 0.7298618318 0.6204604001 0.83926326 0.50
1025 EPI ind5a 0.6529513158 0.5276744547 0.77822818 1.00
1026 EPI ind5a 0.6529513158 0.5276744547 0.77822818 1.00
1027 EPI ind5a 0.6529513158 0.5276744547 0.77822818 1.00
1028 EPI ind5a 0.6529513158 0.5276744547 0.77822818 1.00
1029 EPI ind5a 0.4324582683 0.2850973556 0.57981918 5.00
1030 EPI ind5a 0.4324582683 0.2850973556 0.57981918 5.00
1031 EPI ind5a 0.4324582683 0.2850973556 0.57981918 5.00
1032 EPI ind5a 0.4324582683 0.2850973556 0.57981918 5.00
1033 EPI ind5a 0.3287646494 0.1943081026 0.46322120 10.00
1034 EPI ind5a 0.3287646494 0.1943081026 0.46322120 10.00
1035 EPI ind5a 0.3287646494 0.1943081026 0.46322120 10.00
1036 EPI ind5a 0.3287646494 0.1943081026 0.46322120 10.00
1037 EPI ind5a 0.1058340505 -0.1275008160 0.33916892 50.00
1038 EPI ind5a 0.1058340505 -0.1275008160 0.33916892 50.00
1039 EPI ind5a 0.1058340505 -0.1275008160 0.33916892 50.00
1040 EPI ind5a 0.1058340505 -0.1275008160 0.33916892 50.00
1041 EPI ind5b 0.9690161825 0.9171750373 1.02085733 0.01
1042 EPI ind5b 0.9690161825 0.9171750373 1.02085733 0.01
1043 EPI ind5b 0.9690161825 0.9171750373 1.02085733 0.01
1044 EPI ind5b 0.9690161825 0.9171750373 1.02085733 0.01
1045 EPI ind5b 0.9230309799 0.8405008968 1.00556106 0.05
1046 EPI ind5b 0.9230309799 0.8405008968 1.00556106 0.05
1047 EPI ind5b 0.9230309799 0.8405008968 1.00556106 0.05
1048 EPI ind5b 0.9230309799 0.8405008968 1.00556106 0.05
1049 EPI ind5b 0.8878027992 0.7931903356 0.98241526 0.10
1050 EPI ind5b 0.8878027992 0.7931903356 0.98241526 0.10
1051 EPI ind5b 0.8878027992 0.7931903356 0.98241526 0.10
1052 EPI ind5b 0.8878027992 0.7931903356 0.98241526 0.10
1053 EPI ind5b 0.7479868368 0.6306332365 0.86534044 0.50
1054 EPI ind5b 0.7479868368 0.6306332365 0.86534044 0.50
1055 EPI ind5b 0.7479868368 0.6306332365 0.86534044 0.50
1056 EPI ind5b 0.7479868368 0.6306332365 0.86534044 0.50
1057 EPI ind5b 0.6577614712 0.5251752284 0.79034771 1.00
1058 EPI ind5b 0.6577614712 0.5251752284 0.79034771 1.00
1059 EPI ind5b 0.6577614712 0.5251752284 0.79034771 1.00
1060 EPI ind5b 0.6577614712 0.5251752284 0.79034771 1.00
1061 EPI ind5b 0.3953650097 0.2364324854 0.55429753 5.00
1062 EPI ind5b 0.3953650097 0.2364324854 0.55429753 5.00
1063 EPI ind5b 0.3953650097 0.2364324854 0.55429753 5.00
1064 EPI ind5b 0.3953650097 0.2364324854 0.55429753 5.00
1065 EPI ind5b 0.2783052478 0.1337185123 0.42289198 10.00
1066 EPI ind5b 0.2783052478 0.1337185123 0.42289198 10.00
1067 EPI ind5b 0.2783052478 0.1337185123 0.42289198 10.00
1068 EPI ind5b 0.2783052478 0.1337185123 0.42289198 10.00
1069 EPI ind5b 0.0570042522 -0.1820804639 0.29608897 50.00
1070 EPI ind5b 0.0570042522 -0.1820804639 0.29608897 50.00
1071 EPI ind5b 0.0570042522 -0.1820804639 0.29608897 50.00
1072 EPI ind5b 0.0570042522 -0.1820804639 0.29608897 50.00
1073 EPI ind6a 0.9628689459 0.9191983654 1.00653953 0.01
1074 EPI ind6a 0.9628689459 0.9191983654 1.00653953 0.01
1075 EPI ind6a 0.9628689459 0.9191983654 1.00653953 0.01
1076 EPI ind6a 0.9628689459 0.9191983654 1.00653953 0.01
1077 EPI ind6a 0.9056544860 0.8374422372 0.97386673 0.05
1078 EPI ind6a 0.9056544860 0.8374422372 0.97386673 0.05
1079 EPI ind6a 0.9056544860 0.8374422372 0.97386673 0.05
1080 EPI ind6a 0.9056544860 0.8374422372 0.97386673 0.05
1081 EPI ind6a 0.8618298401 0.7867444432 0.93691524 0.10
1082 EPI ind6a 0.8618298401 0.7867444432 0.93691524 0.10
1083 EPI ind6a 0.8618298401 0.7867444432 0.93691524 0.10
1084 EPI ind6a 0.8618298401 0.7867444432 0.93691524 0.10
1085 EPI ind6a 0.6927191633 0.6218915376 0.76354679 0.50
1086 EPI ind6a 0.6927191633 0.6218915376 0.76354679 0.50
1087 EPI ind6a 0.6927191633 0.6218915376 0.76354679 0.50
1088 EPI ind6a 0.6927191633 0.6218915376 0.76354679 0.50
1089 EPI ind6a 0.5892311973 0.5187007153 0.65976168 1.00
1090 EPI ind6a 0.5892311973 0.5187007153 0.65976168 1.00
1091 EPI ind6a 0.5892311973 0.5187007153 0.65976168 1.00
1092 EPI ind6a 0.5892311973 0.5187007153 0.65976168 1.00
1093 EPI ind6a 0.3165036944 0.2305219950 0.40248539 5.00
1094 EPI ind6a 0.3165036944 0.2305219950 0.40248539 5.00
1095 EPI ind6a 0.3165036944 0.2305219950 0.40248539 5.00
1096 EPI ind6a 0.3165036944 0.2305219950 0.40248539 5.00
1097 EPI ind6a 0.2083041351 0.1282863913 0.28832188 10.00
1098 EPI ind6a 0.2083041351 0.1282863913 0.28832188 10.00
1099 EPI ind6a 0.2083041351 0.1282863913 0.28832188 10.00
1100 EPI ind6a 0.2083041351 0.1282863913 0.28832188 10.00
1101 EPI ind6a 0.0255396104 -0.0950178728 0.14609709 50.00
1102 EPI ind6a 0.0255396104 -0.0950178728 0.14609709 50.00
1103 EPI ind6a 0.0255396104 -0.0950178728 0.14609709 50.00
1104 EPI ind6a 0.0255396104 -0.0950178728 0.14609709 50.00
1105 EPI ind6b 0.9994736198 0.9953915805 1.00355566 0.01
1106 EPI ind6b 0.9994736198 0.9953915805 1.00355566 0.01
1107 EPI ind6b 0.9994736198 0.9953915805 1.00355566 0.01
1108 EPI ind6b 0.9994736198 0.9953915805 1.00355566 0.01
1109 EPI ind6b 0.9897581148 0.9426657590 1.03685047 0.05
1110 EPI ind6b 0.9897581148 0.9426657590 1.03685047 0.05
1111 EPI ind6b 0.9897581148 0.9426657590 1.03685047 0.05
1112 EPI ind6b 0.9897581148 0.9426657590 1.03685047 0.05
1113 EPI ind6b 0.9641766370 0.8496678064 1.07868547 0.10
1114 EPI ind6b 0.9641766370 0.8496678064 1.07868547 0.10
1115 EPI ind6b 0.9641766370 0.8496678064 1.07868547 0.10
1116 EPI ind6b 0.9641766370 0.8496678064 1.07868547 0.10
1117 EPI ind6b 0.6070726499 0.4267253890 0.78741991 0.50
1118 EPI ind6b 0.6070726499 0.4267253890 0.78741991 0.50
1119 EPI ind6b 0.6070726499 0.4267253890 0.78741991 0.50
1120 EPI ind6b 0.6070726499 0.4267253890 0.78741991 0.50
1121 EPI ind6b 0.3603914735 0.1526527438 0.56813020 1.00
1122 EPI ind6b 0.3603914735 0.1526527438 0.56813020 1.00
1123 EPI ind6b 0.3603914735 0.1526527438 0.56813020 1.00
1124 EPI ind6b 0.3603914735 0.1526527438 0.56813020 1.00
1125 EPI ind6b 0.1710256740 0.0510772238 0.29097412 5.00
1126 EPI ind6b 0.1710256740 0.0510772238 0.29097412 5.00
1127 EPI ind6b 0.1710256740 0.0510772238 0.29097412 5.00
1128 EPI ind6b 0.1710256740 0.0510772238 0.29097412 5.00
1129 EPI ind6b 0.1614200586 0.0301492715 0.29269085 10.00
1130 EPI ind6b 0.1614200586 0.0301492715 0.29269085 10.00
1131 EPI ind6b 0.1614200586 0.0301492715 0.29269085 10.00
1132 EPI ind6b 0.1614200586 0.0301492715 0.29269085 10.00
1133 EPI ind6b 0.1578694710 0.0172101361 0.29852881 50.00
1134 EPI ind6b 0.1578694710 0.0172101361 0.29852881 50.00
1135 EPI ind6b 0.1578694710 0.0172101361 0.29852881 50.00
1136 EPI ind6b 0.1578694710 0.0172101361 0.29852881 50.00
1137 MTX ind1a 0.9999999497 0.9999991476 1.00000075 0.01
1138 MTX ind1a 0.9999999497 0.9999991476 1.00000075 0.01
1139 MTX ind1a 0.9999999497 0.9999991476 1.00000075 0.01
1140 MTX ind1a 0.9999999497 0.9999991476 1.00000075 0.01
1141 MTX ind1a 0.9999810981 0.9997862222 1.00017597 0.05
1142 MTX ind1a 0.9999810981 0.9997862222 1.00017597 0.05
1143 MTX ind1a 0.9999810981 0.9997862222 1.00017597 0.05
1144 MTX ind1a 0.9999810981 0.9997862222 1.00017597 0.05
1145 MTX ind1a 0.9997571212 0.9978423814 1.00167186 0.10
1146 MTX ind1a 0.9997571212 0.9978423814 1.00167186 0.10
1147 MTX ind1a 0.9997571212 0.9978423814 1.00167186 0.10
1148 MTX ind1a 0.9997571212 0.9978423814 1.00167186 0.10
1149 MTX ind1a 0.9163894669 0.7390211566 1.09375778 0.50
1150 MTX ind1a 0.9163894669 0.7390211566 1.09375778 0.50
1151 MTX ind1a 0.9163894669 0.7390211566 1.09375778 0.50
1152 MTX ind1a 0.9163894669 0.7390211566 1.09375778 0.50
1153 MTX ind1a 0.4622414510 0.2838554747 0.64062743 1.00
1154 MTX ind1a 0.4622414510 0.2838554747 0.64062743 1.00
1155 MTX ind1a 0.4622414510 0.2838554747 0.64062743 1.00
1156 MTX ind1a 0.4622414510 0.2838554747 0.64062743 1.00
1157 MTX ind1a 0.0095394368 -0.0930057864 0.11208466 5.00
1158 MTX ind1a 0.0095394368 -0.0930057864 0.11208466 5.00
1159 MTX ind1a 0.0095394368 -0.0930057864 0.11208466 5.00
1160 MTX ind1a 0.0095394368 -0.0930057864 0.11208466 5.00
1161 MTX ind1a 0.0074837122 -0.0959772210 0.11094465 10.00
1162 MTX ind1a 0.0074837122 -0.0959772210 0.11094465 10.00
1163 MTX ind1a 0.0074837122 -0.0959772210 0.11094465 10.00
1164 MTX ind1a 0.0074837122 -0.0959772210 0.11094465 10.00
1165 MTX ind1a 0.0073103397 -0.0963298859 0.11095057 50.00
1166 MTX ind1a 0.0073103397 -0.0963298859 0.11095057 50.00
1167 MTX ind1a 0.0073103397 -0.0963298859 0.11095057 50.00
1168 MTX ind1a 0.0073103397 -0.0963298859 0.11095057 50.00
1169 MTX ind1b 0.9924705403 0.9538380854 1.03110300 0.01
1170 MTX ind1b 0.9924705403 0.9538380854 1.03110300 0.01
1171 MTX ind1b 0.9924705403 0.9538380854 1.03110300 0.01
1172 MTX ind1b 0.9629454895 0.8378425188 1.08804846 0.05
1173 MTX ind1b 0.9629454895 0.8378425188 1.08804846 0.05
1174 MTX ind1b 0.9629454895 0.8378425188 1.08804846 0.05
1175 MTX ind1b 0.9629454895 0.8378425188 1.08804846 0.05
1176 MTX ind1b 0.9279818460 0.7403228226 1.11564087 0.10
1177 MTX ind1b 0.9279818460 0.7403228226 1.11564087 0.10
1178 MTX ind1b 0.9279818460 0.7403228226 1.11564087 0.10
1179 MTX ind1b 0.9279818460 0.7403228226 1.11564087 0.10
1180 MTX ind1b 0.7125195863 0.4417207720 0.98331840 0.50
1181 MTX ind1b 0.7125195863 0.4417207720 0.98331840 0.50
1182 MTX ind1b 0.7125195863 0.4417207720 0.98331840 0.50
1183 MTX ind1b 0.7125195863 0.4417207720 0.98331840 0.50
1184 MTX ind1b 0.5433881971 0.3252862414 0.76149015 1.00
1185 MTX ind1b 0.5433881971 0.3252862414 0.76149015 1.00
1186 MTX ind1b 0.5433881971 0.3252862414 0.76149015 1.00
1187 MTX ind1b 0.5433881971 0.3252862414 0.76149015 1.00
1188 MTX ind1b 0.1428219637 -0.0677185419 0.35336247 5.00
1189 MTX ind1b 0.1428219637 -0.0677185419 0.35336247 5.00
1190 MTX ind1b 0.1428219637 -0.0677185419 0.35336247 5.00
1191 MTX ind1b 0.1428219637 -0.0677185419 0.35336247 5.00
1192 MTX ind1b 0.0383790505 -0.1518616928 0.22861979 10.00
1193 MTX ind1b 0.0383790505 -0.1518616928 0.22861979 10.00
1194 MTX ind1b 0.0383790505 -0.1518616928 0.22861979 10.00
1195 MTX ind1b 0.0383790505 -0.1518616928 0.22861979 10.00
1196 MTX ind1b -0.0646611504 -0.3032275045 0.17390520 50.00
1197 MTX ind1b -0.0646611504 -0.3032275045 0.17390520 50.00
1198 MTX ind1b -0.0646611504 -0.3032275045 0.17390520 50.00
1199 MTX ind1b -0.0646611504 -0.3032275045 0.17390520 50.00
1200 MTX ind2a 0.9999999803 0.9999996079 1.00000035 0.01
1201 MTX ind2a 0.9999999803 0.9999996079 1.00000035 0.01
1202 MTX ind2a 0.9999999803 0.9999996079 1.00000035 0.01
1203 MTX ind2a 0.9999999803 0.9999996079 1.00000035 0.01
1204 MTX ind2a 0.9999942284 0.9999231589 1.00006530 0.05
1205 MTX ind2a 0.9999942284 0.9999231589 1.00006530 0.05
1206 MTX ind2a 0.9999942284 0.9999231589 1.00006530 0.05
1207 MTX ind2a 0.9999942284 0.9999231589 1.00006530 0.05
1208 MTX ind2a 0.9999333830 0.9993017056 1.00056506 0.10
1209 MTX ind2a 0.9999333830 0.9993017056 1.00056506 0.10
1210 MTX ind2a 0.9999333830 0.9993017056 1.00056506 0.10
1211 MTX ind2a 0.9999333830 0.9993017056 1.00056506 0.10
1212 MTX ind2a 0.9808636760 0.9254216360 1.03630572 0.50
1213 MTX ind2a 0.9808636760 0.9254216360 1.03630572 0.50
1214 MTX ind2a 0.9808636760 0.9254216360 1.03630572 0.50
1215 MTX ind2a 0.9808636760 0.9254216360 1.03630572 0.50
1216 MTX ind2a 0.8161319292 0.7124612306 0.91980263 1.00
1217 MTX ind2a 0.8161319292 0.7124612306 0.91980263 1.00
1218 MTX ind2a 0.8161319292 0.7124612306 0.91980263 1.00
1219 MTX ind2a 0.8161319292 0.7124612306 0.91980263 1.00
1220 MTX ind2a 0.0129663477 -0.0730851834 0.09901788 5.00
1221 MTX ind2a 0.0129663477 -0.0730851834 0.09901788 5.00
1222 MTX ind2a 0.0129663477 -0.0730851834 0.09901788 5.00
1223 MTX ind2a 0.0129663477 -0.0730851834 0.09901788 5.00
1224 MTX ind2a -0.0007147536 -0.0661072659 0.06467776 10.00
1225 MTX ind2a -0.0007147536 -0.0661072659 0.06467776 10.00
1226 MTX ind2a -0.0007147536 -0.0661072659 0.06467776 10.00
1227 MTX ind2a -0.0007147536 -0.0661072659 0.06467776 10.00
1228 MTX ind2a -0.0020276279 -0.0729772678 0.06892201 50.00
1229 MTX ind2a -0.0020276279 -0.0729772678 0.06892201 50.00
1230 MTX ind2a -0.0020276279 -0.0729772678 0.06892201 50.00
1231 MTX ind2a -0.0020276279 -0.0729772678 0.06892201 50.00
1232 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
1233 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
1234 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
1235 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.01
1236 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
1237 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
1238 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
1239 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.05
1240 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
1241 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
1242 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
1243 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.10
1244 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
1245 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
1246 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
1247 MTX ind2b 1.0000000000 1.0000000000 1.00000000 0.50
1248 MTX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
1249 MTX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
1250 MTX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
1251 MTX ind2b 1.0000000000 1.0000000000 1.00000000 1.00
1252 MTX ind2b 0.0182391215 -0.1912610395 0.22773928 5.00
1253 MTX ind2b 0.0182391215 -0.1912610395 0.22773928 5.00
1254 MTX ind2b 0.0182391215 -0.1912610395 0.22773928 5.00
1255 MTX ind2b 0.0182391215 -0.1912610395 0.22773928 5.00
1256 MTX ind2b 0.0077094365 -0.1410663145 0.15648519 10.00
1257 MTX ind2b 0.0077094365 -0.1410663145 0.15648519 10.00
1258 MTX ind2b 0.0077094365 -0.1410663145 0.15648519 10.00
1259 MTX ind2b 0.0077094365 -0.1410663145 0.15648519 10.00
1260 MTX ind2b 0.0077094361 -0.1410663310 0.15648520 50.00
1261 MTX ind2b 0.0077094361 -0.1410663310 0.15648520 50.00
1262 MTX ind2b 0.0077094361 -0.1410663310 0.15648520 50.00
1263 MTX ind2b 0.0077094361 -0.1410663310 0.15648520 50.00
1264 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.01
1265 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.01
1266 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.01
1267 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.01
1268 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.05
1269 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.05
1270 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.05
1271 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.05
1272 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.10
1273 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.10
1274 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.10
1275 MTX ind3a 1.0000000000 1.0000000000 1.00000000 0.10
1276 MTX ind3a 0.9999988110 0.9994539517 1.00054367 0.50
1277 MTX ind3a 0.9999988110 0.9994539517 1.00054367 0.50
1278 MTX ind3a 0.9999988110 0.9994539517 1.00054367 0.50
1279 MTX ind3a 0.9999988110 0.9994539517 1.00054367 0.50
1280 MTX ind3a 0.3001929117 0.0901991727 0.51018665 1.00
1281 MTX ind3a 0.3001929117 0.0901991727 0.51018665 1.00
1282 MTX ind3a 0.3001929117 0.0901991727 0.51018665 1.00
1283 MTX ind3a 0.3001929117 0.0901991727 0.51018665 1.00
1284 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 5.00
1285 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 5.00
1286 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 5.00
1287 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 5.00
1288 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 10.00
1289 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 10.00
1290 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 10.00
1291 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 10.00
1292 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 50.00
1293 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 50.00
1294 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 50.00
1295 MTX ind3a 0.0366101225 -0.0846297711 0.15785002 50.00
1296 MTX ind3b 1.0000000000 NaN NaN 0.01
1297 MTX ind3b 1.0000000000 NaN NaN 0.01
1298 MTX ind3b 1.0000000000 NaN NaN 0.01
1299 MTX ind3b 1.0000000000 NaN NaN 0.01
1300 MTX ind3b 1.0000000000 NaN NaN 0.05
1301 MTX ind3b 1.0000000000 NaN NaN 0.05
1302 MTX ind3b 1.0000000000 NaN NaN 0.05
1303 MTX ind3b 1.0000000000 NaN NaN 0.05
1304 MTX ind3b 1.0000000000 NaN NaN 0.10
1305 MTX ind3b 1.0000000000 NaN NaN 0.10
1306 MTX ind3b 1.0000000000 NaN NaN 0.10
1307 MTX ind3b 1.0000000000 NaN NaN 0.10
1308 MTX ind3b 1.0000000000 NaN NaN 0.50
1309 MTX ind3b 1.0000000000 NaN NaN 0.50
1310 MTX ind3b 1.0000000000 NaN NaN 0.50
1311 MTX ind3b 1.0000000000 NaN NaN 0.50
1312 MTX ind3b 0.9999998632 NaN NaN 1.00
1313 MTX ind3b 0.9999998632 NaN NaN 1.00
1314 MTX ind3b 0.9999998632 NaN NaN 1.00
1315 MTX ind3b 0.0287672184 -0.1212742367 0.17880867 5.00
1316 MTX ind3b 0.0287672184 -0.1212742367 0.17880867 5.00
1317 MTX ind3b 0.0287672184 -0.1212742367 0.17880867 5.00
1318 MTX ind3b 0.9999998632 NaN NaN 1.00
1319 MTX ind3b 0.0287662268 -0.1212818351 0.17881429 10.00
1320 MTX ind3b 0.0287662268 -0.1212818351 0.17881429 10.00
1321 MTX ind3b 0.0287662268 -0.1212818351 0.17881429 10.00
1322 MTX ind3b 0.0287662268 -0.1212818351 0.17881429 10.00
1323 MTX ind3b 0.0287672184 -0.1212742367 0.17880867 5.00
1324 MTX ind3b 0.0287662268 -0.1212818350 0.17881429 50.00
1325 MTX ind3b 0.0287662268 -0.1212818350 0.17881429 50.00
1326 MTX ind3b 0.0287662268 -0.1212818350 0.17881429 50.00
1327 MTX ind3b 0.0287662268 -0.1212818350 0.17881429 50.00
1328 MTX ind4a 0.9999991664 0.9999868775 1.00001146 0.01
1329 MTX ind4a 0.9999991664 0.9999868775 1.00001146 0.01
1330 MTX ind4a 0.9999991664 0.9999868775 1.00001146 0.01
1331 MTX ind4a 0.9999991664 0.9999868775 1.00001146 0.01
1332 MTX ind4a 0.9999204014 0.9991564134 1.00068439 0.05
1333 MTX ind4a 0.9999204014 0.9991564134 1.00068439 0.05
1334 MTX ind4a 0.9999204014 0.9991564134 1.00068439 0.05
1335 MTX ind4a 0.9999204014 0.9991564134 1.00068439 0.05
1336 MTX ind4a 0.9994331942 0.9952483023 1.00361809 0.10
1337 MTX ind4a 0.9994331942 0.9952483023 1.00361809 0.10
1338 MTX ind4a 0.9994331942 0.9952483023 1.00361809 0.10
1339 MTX ind4a 0.9994331942 0.9952483023 1.00361809 0.10
1340 MTX ind4a 0.9486205353 0.8357304796 1.06151059 0.50
1341 MTX ind4a 0.9486205353 0.8357304796 1.06151059 0.50
1342 MTX ind4a 0.9486205353 0.8357304796 1.06151059 0.50
1343 MTX ind4a 0.9486205353 0.8357304796 1.06151059 0.50
1344 MTX ind4a 0.7215269329 0.5777119048 0.86534196 1.00
1345 MTX ind4a 0.7215269329 0.5777119048 0.86534196 1.00
1346 MTX ind4a 0.7215269329 0.5777119048 0.86534196 1.00
1347 MTX ind4a 0.7215269329 0.5777119048 0.86534196 1.00
1348 MTX ind4a 0.0258061561 -0.0923664692 0.14397878 5.00
1349 MTX ind4a 0.0258061561 -0.0923664692 0.14397878 5.00
1350 MTX ind4a 0.0258061561 -0.0923664692 0.14397878 5.00
1351 MTX ind4a 0.0258061561 -0.0923664692 0.14397878 5.00
1352 MTX ind4a 0.0031510989 -0.0875231292 0.09382533 10.00
1353 MTX ind4a 0.0031510989 -0.0875231292 0.09382533 10.00
1354 MTX ind4a 0.0031510989 -0.0875231292 0.09382533 10.00
1355 MTX ind4a 0.0031510989 -0.0875231292 0.09382533 10.00
1356 MTX ind4a -0.0006086453 -0.1031090923 0.10189180 50.00
1357 MTX ind4a -0.0006086453 -0.1031090923 0.10189180 50.00
1358 MTX ind4a -0.0006086453 -0.1031090923 0.10189180 50.00
1359 MTX ind4a -0.0006086453 -0.1031090923 0.10189180 50.00
1360 MTX ind4b 0.8457382337 0.7729309781 0.91854549 0.01
1361 MTX ind4b 0.8457382337 0.7729309781 0.91854549 0.01
1362 MTX ind4b 0.8457382337 0.7729309781 0.91854549 0.01
1363 MTX ind4b 0.8457382337 0.7729309781 0.91854549 0.01
1364 MTX ind4b 0.6842026862 0.6111862017 0.75721917 0.05
1365 MTX ind4b 0.6842026862 0.6111862017 0.75721917 0.05
1366 MTX ind4b 0.6842026862 0.6111862017 0.75721917 0.05
1367 MTX ind4b 0.6842026862 0.6111862017 0.75721917 0.05
1368 MTX ind4b 0.5899068440 0.5224662627 0.65734743 0.10
1369 MTX ind4b 0.5899068440 0.5224662627 0.65734743 0.10
1370 MTX ind4b 0.5899068440 0.5224662627 0.65734743 0.10
1371 MTX ind4b 0.5899068440 0.5224662627 0.65734743 0.10
1372 MTX ind4b 0.3454651201 0.2778844728 0.41304577 0.50
1373 MTX ind4b 0.3454651201 0.2778844728 0.41304577 0.50
1374 MTX ind4b 0.3454651201 0.2778844728 0.41304577 0.50
1375 MTX ind4b 0.3454651201 0.2778844728 0.41304577 0.50
1376 MTX ind4b 0.2468941446 0.1784141810 0.31537411 1.00
1377 MTX ind4b 0.2468941446 0.1784141810 0.31537411 1.00
1378 MTX ind4b 0.2468941446 0.1784141810 0.31537411 1.00
1379 MTX ind4b 0.2468941446 0.1784141810 0.31537411 1.00
1380 MTX ind4b 0.0721252958 0.0115143267 0.13273626 5.00
1381 MTX ind4b 0.0721252958 0.0115143267 0.13273626 5.00
1382 MTX ind4b 0.0721252958 0.0115143267 0.13273626 5.00
1383 MTX ind4b 0.0721252958 0.0115143267 0.13273626 5.00
1384 MTX ind4b 0.0223043584 -0.0418942579 0.08650297 10.00
1385 MTX ind4b 0.0223043584 -0.0418942579 0.08650297 10.00
1386 MTX ind4b 0.0223043584 -0.0418942579 0.08650297 10.00
1387 MTX ind4b 0.0223043584 -0.0418942579 0.08650297 10.00
1388 MTX ind4b -0.0480798727 -0.1406820883 0.04452234 50.00
1389 MTX ind4b -0.0480798727 -0.1406820883 0.04452234 50.00
1390 MTX ind4b -0.0480798727 -0.1406820883 0.04452234 50.00
1391 MTX ind4b -0.0480798727 -0.1406820883 0.04452234 50.00
1392 MTX ind5a 0.9993981282 0.9952155836 1.00358067 0.01
1393 MTX ind5a 0.9993981282 0.9952155836 1.00358067 0.01
1394 MTX ind5a 0.9993981282 0.9952155836 1.00358067 0.01
1395 MTX ind5a 0.9993981282 0.9952155836 1.00358067 0.01
1396 MTX ind5a 0.9918479313 0.9560276460 1.02766822 0.05
1397 MTX ind5a 0.9918479313 0.9560276460 1.02766822 0.05
1398 MTX ind5a 0.9918479313 0.9560276460 1.02766822 0.05
1399 MTX ind5a 0.9918479313 0.9560276460 1.02766822 0.05
1400 MTX ind5a 0.9752871618 0.8945870587 1.05598726 0.10
1401 MTX ind5a 0.9752871618 0.8945870587 1.05598726 0.10
1402 MTX ind5a 0.9752871618 0.8945870587 1.05598726 0.10
1403 MTX ind5a 0.9752871618 0.8945870587 1.05598726 0.10
1404 MTX ind5a 0.7417956865 0.5667732378 0.91681814 0.50
1405 MTX ind5a 0.7417956865 0.5667732378 0.91681814 0.50
1406 MTX ind5a 0.7417956865 0.5667732378 0.91681814 0.50
1407 MTX ind5a 0.7417956865 0.5667732378 0.91681814 0.50
1408 MTX ind5a 0.4786682184 0.3679330072 0.58940343 1.00
1409 MTX ind5a 0.4786682184 0.3679330072 0.58940343 1.00
1410 MTX ind5a 0.4786682184 0.3679330072 0.58940343 1.00
1411 MTX ind5a 0.4786682184 0.3679330072 0.58940343 1.00
1412 MTX ind5a 0.0458341806 -0.0734329902 0.16510135 5.00
1413 MTX ind5a 0.0458341806 -0.0734329902 0.16510135 5.00
1414 MTX ind5a 0.0458341806 -0.0734329902 0.16510135 5.00
1415 MTX ind5a 0.0458341806 -0.0734329902 0.16510135 5.00
1416 MTX ind5a 0.0015512276 -0.0723371055 0.07543956 10.00
1417 MTX ind5a 0.0015512276 -0.0723371055 0.07543956 10.00
1418 MTX ind5a 0.0015512276 -0.0723371055 0.07543956 10.00
1419 MTX ind5a 0.0015512276 -0.0723371055 0.07543956 10.00
1420 MTX ind5a -0.0195107618 -0.1309239254 0.09190240 50.00
1421 MTX ind5a -0.0195107618 -0.1309239254 0.09190240 50.00
1422 MTX ind5a -0.0195107618 -0.1309239254 0.09190240 50.00
1423 MTX ind5a -0.0195107618 -0.1309239254 0.09190240 50.00
1424 MTX ind5b 0.9999999939 0.9999998705 1.00000012 0.01
1425 MTX ind5b 0.9999999939 0.9999998705 1.00000012 0.01
1426 MTX ind5b 0.9999999939 0.9999998705 1.00000012 0.01
1427 MTX ind5b 0.9999948840 0.9999281167 1.00006165 0.05
1428 MTX ind5b 0.9999948840 0.9999281167 1.00006165 0.05
1429 MTX ind5b 0.9999948840 0.9999281167 1.00006165 0.05
1430 MTX ind5b 0.9999948840 0.9999281167 1.00006165 0.05
1431 MTX ind5b 0.9999072250 0.9989803921 1.00083406 0.10
1432 MTX ind5b 0.9999072250 0.9989803921 1.00083406 0.10
1433 MTX ind5b 0.9999072250 0.9989803921 1.00083406 0.10
1434 MTX ind5b 0.9999072250 0.9989803921 1.00083406 0.10
1435 MTX ind5b 0.9280523294 0.7313762682 1.12472839 0.50
1436 MTX ind5b 0.9280523294 0.7313762682 1.12472839 0.50
1437 MTX ind5b 0.9280523294 0.7313762682 1.12472839 0.50
1438 MTX ind5b 0.9280523294 0.7313762682 1.12472839 0.50
1439 MTX ind5b 0.4182019883 0.2224810276 0.61392295 1.00
1440 MTX ind5b 0.4182019883 0.2224810276 0.61392295 1.00
1441 MTX ind5b 0.4182019883 0.2224810276 0.61392295 1.00
1442 MTX ind5b 0.4182019883 0.2224810276 0.61392295 1.00
1443 MTX ind5b 0.0087868738 -0.1038271323 0.12140088 5.00
1444 MTX ind5b 0.0087868738 -0.1038271323 0.12140088 5.00
1445 MTX ind5b 0.0087868738 -0.1038271323 0.12140088 5.00
1446 MTX ind5b 0.0087868738 -0.1038271323 0.12140088 5.00
1447 MTX ind5b 0.0079970148 -0.1051462090 0.12114024 10.00
1448 MTX ind5b 0.0079970148 -0.1051462090 0.12114024 10.00
1449 MTX ind5b 0.0079970148 -0.1051462090 0.12114024 10.00
1450 MTX ind5b 0.0079970148 -0.1051462090 0.12114024 10.00
1451 MTX ind5b 0.0079509376 -0.1052423708 0.12114425 50.00
1452 MTX ind5b 0.0079509376 -0.1052423708 0.12114425 50.00
1453 MTX ind5b 0.0079509376 -0.1052423708 0.12114425 50.00
1454 MTX ind5b 0.0079509376 -0.1052423708 0.12114425 50.00
1455 MTX ind5b 0.9999999939 0.9999998705 1.00000012 0.01
1456 MTX ind6a 0.9999999988 0.9999999529 1.00000004 0.01
1457 MTX ind6a 0.9999999988 0.9999999529 1.00000004 0.01
1458 MTX ind6a 0.9999999988 0.9999999529 1.00000004 0.01
1459 MTX ind6a 0.9999999988 0.9999999529 1.00000004 0.01
1460 MTX ind6a 0.9999988389 0.9999692932 1.00002838 0.05
1461 MTX ind6a 0.9999988389 0.9999692932 1.00002838 0.05
1462 MTX ind6a 0.9999988389 0.9999692932 1.00002838 0.05
1463 MTX ind6a 0.9999988389 0.9999692932 1.00002838 0.05
1464 MTX ind6a 0.9999773608 0.9995348000 1.00041992 0.10
1465 MTX ind6a 0.9999773608 0.9995348000 1.00041992 0.10
1466 MTX ind6a 0.9999773608 0.9995348000 1.00041992 0.10
1467 MTX ind6a 0.9999773608 0.9995348000 1.00041992 0.10
1468 MTX ind6a 0.9780987832 0.8523562098 1.10384136 0.50
1469 MTX ind6a 0.9780987832 0.8523562098 1.10384136 0.50
1470 MTX ind6a 0.9780987832 0.8523562098 1.10384136 0.50
1471 MTX ind6a 0.9780987832 0.8523562098 1.10384136 0.50
1472 MTX ind6a 0.6970814056 0.5652212651 0.82894155 1.00
1473 MTX ind6a 0.6970814056 0.5652212651 0.82894155 1.00
1474 MTX ind6a 0.6970814056 0.5652212651 0.82894155 1.00
1475 MTX ind6a 0.6970814056 0.5652212651 0.82894155 1.00
1476 MTX ind6a 0.0136057905 -0.0648233645 0.09203495 5.00
1477 MTX ind6a 0.0136057905 -0.0648233645 0.09203495 5.00
1478 MTX ind6a 0.0136057905 -0.0648233645 0.09203495 5.00
1479 MTX ind6a 0.0136057905 -0.0648233645 0.09203495 5.00
1480 MTX ind6a 0.0114646860 -0.0654092065 0.08833858 10.00
1481 MTX ind6a 0.0114646860 -0.0654092065 0.08833858 10.00
1482 MTX ind6a 0.0114646860 -0.0654092065 0.08833858 10.00
1483 MTX ind6a 0.0114646860 -0.0654092065 0.08833858 10.00
1484 MTX ind6a 0.0113487981 -0.0658510667 0.08854866 50.00
1485 MTX ind6a 0.0113487981 -0.0658510667 0.08854866 50.00
1486 MTX ind6a 0.0113487981 -0.0658510667 0.08854866 50.00
1487 MTX ind6a 0.0113487981 -0.0658510667 0.08854866 50.00
1488 MTX ind6b 0.9999068719 0.9989328550 1.00088089 0.01
1489 MTX ind6b 0.9999068719 0.9989328550 1.00088089 0.01
1490 MTX ind6b 0.9999068719 0.9989328550 1.00088089 0.01
1491 MTX ind6b 0.9999068719 0.9989328550 1.00088089 0.01
1492 MTX ind6b 0.9977638919 0.9827716296 1.01275615 0.05
1493 MTX ind6b 0.9977638919 0.9827716296 1.01275615 0.05
1494 MTX ind6b 0.9977638919 0.9827716296 1.01275615 0.05
1495 MTX ind6b 0.9977638919 0.9827716296 1.01275615 0.05
1496 MTX ind6b 0.9912582912 0.9469381908 1.03557839 0.10
1497 MTX ind6b 0.9912582912 0.9469381908 1.03557839 0.10
1498 MTX ind6b 0.9912582912 0.9469381908 1.03557839 0.10
1499 MTX ind6b 0.9912582912 0.9469381908 1.03557839 0.10
1500 MTX ind6b 0.8245627539 0.6091505764 1.03997493 0.50
1501 MTX ind6b 0.8245627539 0.6091505764 1.03997493 0.50
1502 MTX ind6b 0.8245627539 0.6091505764 1.03997493 0.50
1503 MTX ind6b 0.8245627539 0.6091505764 1.03997493 0.50
1504 MTX ind6b 0.5422852310 0.3733676863 0.71120278 1.00
1505 MTX ind6b 0.5422852310 0.3733676863 0.71120278 1.00
1506 MTX ind6b 0.5422852310 0.3733676863 0.71120278 1.00
1507 MTX ind6b 0.5422852310 0.3733676863 0.71120278 1.00
1508 MTX ind6b 0.0354008155 -0.1133165503 0.18411818 5.00
1509 MTX ind6b 0.0354008155 -0.1133165503 0.18411818 5.00
1510 MTX ind6b 0.0354008155 -0.1133165503 0.18411818 5.00
1511 MTX ind6b 0.0354008155 -0.1133165503 0.18411818 5.00
1512 MTX ind6b -0.0004298083 -0.1114533951 0.11059378 10.00
1513 MTX ind6b -0.0004298083 -0.1114533951 0.11059378 10.00
1514 MTX ind6b -0.0004298083 -0.1114533951 0.11059378 10.00
1515 MTX ind6b -0.0004298083 -0.1114533951 0.11059378 10.00
1516 MTX ind6b -0.0127155824 -0.1534288455 0.12799768 50.00
1517 MTX ind6b -0.0127155824 -0.1534288455 0.12799768 50.00
1518 MTX ind6b -0.0127155824 -0.1534288455 0.12799768 50.00
1519 MTX ind6b -0.0127155824 -0.1534288455 0.12799768 50.00
1520 TRZ ind1a 0.9007886908 0.8118036029 0.98977378 0.01
1521 TRZ ind1a 0.9007886908 0.8118036029 0.98977378 0.01
1522 TRZ ind1a 0.9007886908 0.8118036029 0.98977378 0.01
1523 TRZ ind1a 0.9007886908 0.8118036029 0.98977378 0.01
1524 TRZ ind1a 0.9005740366 0.8118519567 0.98929612 0.05
1525 TRZ ind1a 0.9005740366 0.8118519567 0.98929612 0.05
1526 TRZ ind1a 0.9005740366 0.8118519567 0.98929612 0.05
1527 TRZ ind1a 0.9005740366 0.8118519567 0.98929612 0.05
1528 TRZ ind1a 0.9003051719 0.8119099572 0.98870039 0.10
1529 TRZ ind1a 0.9003051719 0.8119099572 0.98870039 0.10
1530 TRZ ind1a 0.9003051719 0.8119099572 0.98870039 0.10
1531 TRZ ind1a 0.9003051719 0.8119099572 0.98870039 0.10
1532 TRZ ind1a 0.8981322952 0.8122649536 0.98399964 0.50
1533 TRZ ind1a 0.8981322952 0.8122649536 0.98399964 0.50
1534 TRZ ind1a 0.8981322952 0.8122649536 0.98399964 0.50
1535 TRZ ind1a 0.8981322952 0.8122649536 0.98399964 0.50
1536 TRZ ind1a 0.8953608915 0.8123756670 0.97834612 1.00
1537 TRZ ind1a 0.8953608915 0.8123756670 0.97834612 1.00
1538 TRZ ind1a 0.8953608915 0.8123756670 0.97834612 1.00
1539 TRZ ind1a 0.8953608915 0.8123756670 0.97834612 1.00
1540 TRZ ind1a 0.8709024379 0.7840317398 0.95777314 5.00
1541 TRZ ind1a 0.8709024379 0.7840317398 0.95777314 5.00
1542 TRZ ind1a 0.8709024379 0.7840317398 0.95777314 5.00
1543 TRZ ind1a 0.8709024379 0.7840317398 0.95777314 5.00
1544 TRZ ind1a 0.8343683450 0.6425573835 1.02617931 10.00
1545 TRZ ind1a 0.8343683450 0.6425573835 1.02617931 10.00
1546 TRZ ind1a 0.8343683450 0.6425573835 1.02617931 10.00
1547 TRZ ind1a 0.8343683450 0.6425573835 1.02617931 10.00
1548 TRZ ind1b 0.9267760781 0.7132418215 1.14031033 0.01
1549 TRZ ind1b 0.9267760781 0.7132418215 1.14031033 0.01
1550 TRZ ind1b 0.9267760781 0.7132418215 1.14031033 0.01
1551 TRZ ind1b 0.9267760781 0.7132418215 1.14031033 0.01
1552 TRZ ind1b 0.9282220957 0.7211957881 1.13524840 0.05
1553 TRZ ind1b 0.9282220957 0.7211957881 1.13524840 0.05
1554 TRZ ind1b 0.9282220957 0.7211957881 1.13524840 0.05
1555 TRZ ind1b 0.9282220957 0.7211957881 1.13524840 0.05
1556 TRZ ind1b 0.9299941666 0.7303759785 1.12961235 0.10
1557 TRZ ind1b 0.9299941666 0.7303759785 1.12961235 0.10
1558 TRZ ind1b 0.9299941666 0.7303759785 1.12961235 0.10
1559 TRZ ind1b 0.9299941666 0.7303759785 1.12961235 0.10
1560 TRZ ind1b 0.9428244095 0.7759854152 1.10966340 0.50
1561 TRZ ind1b 0.9428244095 0.7759854152 1.10966340 0.50
1562 TRZ ind1b 0.9428244095 0.7759854152 1.10966340 0.50
1563 TRZ ind1b 0.9428244095 0.7759854152 1.10966340 0.50
1564 TRZ ind1b 0.9558445085 0.7891375721 1.12255144 1.00
1565 TRZ ind1b 0.9558445085 0.7891375721 1.12255144 1.00
1566 TRZ ind1b 0.9558445085 0.7891375721 1.12255144 1.00
1567 TRZ ind1b 0.9558445085 0.7891375721 1.12255144 1.00
1568 TRZ ind1b 0.9949753490 0.9115979289 1.07835277 5.00
1569 TRZ ind1b 0.9949753490 0.9115979289 1.07835277 5.00
1570 TRZ ind1b 0.9949753490 0.9115979289 1.07835277 5.00
1571 TRZ ind1b 0.9949753490 0.9115979289 1.07835277 5.00
1572 TRZ ind1b 0.9996896992 0.9896049374 1.00977446 10.00
1573 TRZ ind1b 0.9996896992 0.9896049374 1.00977446 10.00
1574 TRZ ind2a 0.9219307140 0.8653473975 0.97851403 0.01
1575 TRZ ind2a 0.9219307140 0.8653473975 0.97851403 0.01
1576 TRZ ind2a 0.9219307140 0.8653473975 0.97851403 0.01
1577 TRZ ind2a 0.9219307140 0.8653473975 0.97851403 0.01
1578 TRZ ind2a 0.9218528810 0.8656217993 0.97808396 0.05
1579 TRZ ind2a 0.9218528810 0.8656217993 0.97808396 0.05
1580 TRZ ind2a 0.9218528810 0.8656217993 0.97808396 0.05
1581 TRZ ind2a 0.9218528810 0.8656217993 0.97808396 0.05
1582 TRZ ind2a 0.9217555894 0.8659609199 0.97755026 0.10
1583 TRZ ind2a 0.9217555894 0.8659609199 0.97755026 0.10
1584 TRZ ind2a 0.9217555894 0.8659609199 0.97755026 0.10
1585 TRZ ind2a 0.9217555894 0.8659609199 0.97755026 0.10
1586 TRZ ind2a 0.9209772766 0.8685014595 0.97345309 0.50
1587 TRZ ind2a 0.9209772766 0.8685014595 0.97345309 0.50
1588 TRZ ind2a 0.9209772766 0.8685014595 0.97345309 0.50
1589 TRZ ind2a 0.9209772766 0.8685014595 0.97345309 0.50
1590 TRZ ind2a 0.9200046076 0.8711536339 0.96885558 1.00
1591 TRZ ind2a 0.9200046076 0.8711536339 0.96885558 1.00
1592 TRZ ind2a 0.9200046076 0.8711536339 0.96885558 1.00
1593 TRZ ind2a 0.9200046076 0.8711536339 0.96885558 1.00
1594 TRZ ind2a 0.9122672017 0.8555399476 0.96899446 5.00
1595 TRZ ind2a 0.9122672017 0.8555399476 0.96899446 5.00
1596 TRZ ind2a 0.9122672017 0.8555399476 0.96899446 5.00
1597 TRZ ind2a 0.9122672017 0.8555399476 0.96899446 5.00
1598 TRZ ind2a 0.9028688036 0.7763902945 1.02934731 10.00
1599 TRZ ind2a 0.9028688036 0.7763902945 1.02934731 10.00
1600 TRZ ind2a 0.9028688036 0.7763902945 1.02934731 10.00
1601 TRZ ind2a 0.9028688036 0.7763902945 1.02934731 10.00
1602 TRZ ind2b 0.9486538703 0.7899761138 1.10733163 0.01
1603 TRZ ind2b 0.9486538703 0.7899761138 1.10733163 0.01
1604 TRZ ind2b 0.9486538703 0.7899761138 1.10733163 0.01
1605 TRZ ind2b 0.9486538703 0.7899761138 1.10733163 0.01
1606 TRZ ind2b 0.9490764034 0.7913565927 1.10679621 0.05
1607 TRZ ind2b 0.9490764034 0.7913565927 1.10679621 0.05
1608 TRZ ind2b 0.9490764034 0.7913565927 1.10679621 0.05
1609 TRZ ind2b 0.9490764034 0.7913565927 1.10679621 0.05
1610 TRZ ind2b 0.9495999427 0.7934775217 1.10572236 0.10
1611 TRZ ind2b 0.9495999427 0.7934775217 1.10572236 0.10
1612 TRZ ind2b 0.9495999427 0.7934775217 1.10572236 0.10
1613 TRZ ind2b 0.9495999427 0.7934775217 1.10572236 0.10
1614 TRZ ind2b 0.9536083114 0.8227399396 1.08447668 0.50
1615 TRZ ind2b 0.9536083114 0.8227399396 1.08447668 0.50
1616 TRZ ind2b 0.9536083114 0.8227399396 1.08447668 0.50
1617 TRZ ind2b 0.9536083114 0.8227399396 1.08447668 0.50
1618 TRZ ind2b 0.9581930702 0.8838120123 1.03257413 1.00
1619 TRZ ind2b 0.9581930702 0.8838120123 1.03257413 1.00
1620 TRZ ind2b 0.9581930702 0.8838120123 1.03257413 1.00
1621 TRZ ind2b 0.9581930702 0.8838120123 1.03257413 1.00
1622 TRZ ind2b 0.9820631860 0.9561982989 1.00792807 5.00
1623 TRZ ind2b 0.9820631860 0.9561982989 1.00792807 5.00
1624 TRZ ind2b 0.9820631860 0.9561982989 1.00792807 5.00
1625 TRZ ind2b 0.9820631860 0.9561982989 1.00792807 5.00
1626 TRZ ind2b 0.9938874920 0.9087657494 1.07900923 10.00
1627 TRZ ind2b 0.9938874920 0.9087657494 1.07900923 10.00
1628 TRZ ind2b 0.9938874920 0.9087657494 1.07900923 10.00
1629 TRZ ind2b 0.9938874920 0.9087657494 1.07900923 10.00
1630 TRZ ind3a 1.1789806398 0.9545556439 1.40340564 0.01
1631 TRZ ind3a 1.1789806398 0.9545556439 1.40340564 0.01
1632 TRZ ind3a 1.1789806398 0.9545556439 1.40340564 0.01
1633 TRZ ind3a 1.1789806398 0.9545556439 1.40340564 0.01
1634 TRZ ind3a 1.1731026414 0.9809792274 1.36522606 0.05
1635 TRZ ind3a 1.1731026414 0.9809792274 1.36522606 0.05
1636 TRZ ind3a 1.1731026414 0.9809792274 1.36522606 0.05
1637 TRZ ind3a 1.1731026414 0.9809792274 1.36522606 0.05
1638 TRZ ind3a 1.1657019785 1.0212831364 1.31012082 0.10
1639 TRZ ind3a 1.1657019785 1.0212831364 1.31012082 0.10
1640 TRZ ind3a 1.1657019785 1.0212831364 1.31012082 0.10
1641 TRZ ind3a 1.1657019785 1.0212831364 1.31012082 0.10
1642 TRZ ind3a 1.1080886538 NaN NaN 0.50
1643 TRZ ind3a 1.1080886538 NaN NaN 0.50
1644 TRZ ind3a 1.1080886538 NaN NaN 0.50
1645 TRZ ind3a 1.1080886538 NaN NaN 0.50
1646 TRZ ind3a 1.0534681267 0.9165223706 1.19041388 1.00
1647 TRZ ind3a 1.0534681267 0.9165223706 1.19041388 1.00
1648 TRZ ind3a 1.0534681267 0.9165223706 1.19041388 1.00
1649 TRZ ind3a 1.0534681267 0.9165223706 1.19041388 1.00
1650 TRZ ind3a 1.0000362149 NaN NaN 5.00
1651 TRZ ind3a 1.0000362149 NaN NaN 5.00
1652 TRZ ind3a 1.0000362149 NaN NaN 5.00
1653 TRZ ind3a 1.0000362149 NaN NaN 5.00
1654 TRZ ind3a 1.0000000031 NaN NaN 10.00
1655 TRZ ind3a 1.0000000031 NaN NaN 10.00
1656 TRZ ind3a 1.0000000031 NaN NaN 10.00
1657 TRZ ind3a 1.0000000031 NaN NaN 10.00
1658 TRZ ind3b 0.9999510302 0.9973259972 1.00257606 0.01
1659 TRZ ind3b 0.9999510302 0.9973259972 1.00257606 0.01
1660 TRZ ind3b 0.9999510302 0.9973259972 1.00257606 0.01
1661 TRZ ind3b 0.9999485966 0.9972155671 1.00268163 0.05
1662 TRZ ind3b 0.9999485966 0.9972155671 1.00268163 0.05
1663 TRZ ind3b 0.9999485966 0.9972155671 1.00268163 0.05
1664 TRZ ind3b 0.9999485966 0.9972155671 1.00268163 0.05
1665 TRZ ind3b 0.9999453837 0.9970713456 1.00281942 0.10
1666 TRZ ind3b 0.9999453837 0.9970713456 1.00281942 0.10
1667 TRZ ind3b 0.9999453837 0.9970713456 1.00281942 0.10
1668 TRZ ind3b 0.9999453837 0.9970713456 1.00281942 0.10
1669 TRZ ind3b 0.9999112944 0.9956294263 1.00419316 0.50
1670 TRZ ind3b 0.9999112944 0.9956294263 1.00419316 0.50
1671 TRZ ind3b 0.9999112944 0.9956294263 1.00419316 0.50
1672 TRZ ind3b 0.9998373708 0.9928643136 1.00681043 1.00
1673 TRZ ind3b 0.9998373708 0.9928643136 1.00681043 1.00
1674 TRZ ind3b 0.9998373708 0.9928643136 1.00681043 1.00
1675 TRZ ind3b 0.9998373708 0.9928643136 1.00681043 1.00
1676 TRZ ind3b 0.9803591423 0.7161157836 1.24460250 5.00
1677 TRZ ind3b 0.9803591423 0.7161157836 1.24460250 5.00
1678 TRZ ind3b 0.9803591423 0.7161157836 1.24460250 5.00
1679 TRZ ind3b 0.9803591423 0.7161157836 1.24460250 5.00
1680 TRZ ind3b 0.6615134167 0.4086790551 0.91434778 10.00
1681 TRZ ind3b 0.6615134167 0.4086790551 0.91434778 10.00
1682 TRZ ind3b 0.6615134167 0.4086790551 0.91434778 10.00
1683 TRZ ind3b 0.6615134167 0.4086790551 0.91434778 10.00
1684 TRZ ind4a 0.9467038103 0.8414232726 1.05198435 0.01
1685 TRZ ind4a 0.9467038103 0.8414232726 1.05198435 0.01
1686 TRZ ind4a 0.9467038103 0.8414232726 1.05198435 0.01
1687 TRZ ind4a 0.9467038103 0.8414232726 1.05198435 0.01
1688 TRZ ind4a 0.9464863934 0.8413261097 1.05164668 0.05
1689 TRZ ind4a 0.9464863934 0.8413261097 1.05164668 0.05
1690 TRZ ind4a 0.9464863934 0.8413261097 1.05164668 0.05
1691 TRZ ind4a 0.9464863934 0.8413261097 1.05164668 0.05
1692 TRZ ind4a 0.9462134358 0.8412057920 1.05122108 0.10
1693 TRZ ind4a 0.9462134358 0.8412057920 1.05122108 0.10
1694 TRZ ind4a 0.9462134358 0.8412057920 1.05122108 0.10
1695 TRZ ind4a 0.9462134358 0.8412057920 1.05122108 0.10
1696 TRZ ind4a 0.9439816409 0.8402851897 1.04767809 0.50
1697 TRZ ind4a 0.9439816409 0.8402851897 1.04767809 0.50
1698 TRZ ind4a 0.9439816409 0.8402851897 1.04767809 0.50
1699 TRZ ind4a 0.9439816409 0.8402851897 1.04767809 0.50
1700 TRZ ind4a 0.9410682454 0.8392174845 1.04291901 1.00
1701 TRZ ind4a 0.9410682454 0.8392174845 1.04291901 1.00
1702 TRZ ind4a 0.9410682454 0.8392174845 1.04291901 1.00
1703 TRZ ind4a 0.9410682454 0.8392174845 1.04291901 1.00
1704 TRZ ind4a 0.9120828215 0.8200605526 1.00410509 5.00
1705 TRZ ind4a 0.9120828215 0.8200605526 1.00410509 5.00
1706 TRZ ind4a 0.9120828215 0.8200605526 1.00410509 5.00
1707 TRZ ind4a 0.9120828215 0.8200605526 1.00410509 5.00
1708 TRZ ind4a 0.8577522951 0.6262859251 1.08921867 10.00
1709 TRZ ind4a 0.8577522951 0.6262859251 1.08921867 10.00
1710 TRZ ind4a 0.8577522951 0.6262859251 1.08921867 10.00
1711 TRZ ind4a 0.8577522951 0.6262859251 1.08921867 10.00
1712 TRZ ind4b 0.8880213668 0.8113634034 0.96467933 0.01
1713 TRZ ind4b 0.8880213668 0.8113634034 0.96467933 0.01
1714 TRZ ind4b 0.8880213668 0.8113634034 0.96467933 0.01
1715 TRZ ind4b 0.8880213668 0.8113634034 0.96467933 0.01
1716 TRZ ind4b 0.8876342666 0.8110920312 0.96417650 0.05
1717 TRZ ind4b 0.8876342666 0.8110920312 0.96417650 0.05
1718 TRZ ind4b 0.8876342666 0.8110920312 0.96417650 0.05
1719 TRZ ind4b 0.8876342666 0.8110920312 0.96417650 0.05
1720 TRZ ind4b 0.8871487400 0.8107500139 0.96354747 0.10
1721 TRZ ind4b 0.8871487400 0.8107500139 0.96354747 0.10
1722 TRZ ind4b 0.8871487400 0.8107500139 0.96354747 0.10
1723 TRZ ind4b 0.8871487400 0.8107500139 0.96354747 0.10
1724 TRZ ind4b 0.8831979245 0.8078947302 0.95850112 0.50
1725 TRZ ind4b 0.8831979245 0.8078947302 0.95850112 0.50
1726 TRZ ind4b 0.8831979245 0.8078947302 0.95850112 0.50
1727 TRZ ind4b 0.8831979245 0.8078947302 0.95850112 0.50
1728 TRZ ind4b 0.8780902292 0.8039915698 0.95218889 1.00
1729 TRZ ind4b 0.8780902292 0.8039915698 0.95218889 1.00
1730 TRZ ind4b 0.8780902292 0.8039915698 0.95218889 1.00
1731 TRZ ind4b 0.8780902292 0.8039915698 0.95218889 1.00
1732 TRZ ind4b 0.8299492795 0.7504232944 0.90947526 5.00
1733 TRZ ind4b 0.8299492795 0.7504232944 0.90947526 5.00
1734 TRZ ind4b 0.8299492795 0.7504232944 0.90947526 5.00
1735 TRZ ind4b 0.8299492795 0.7504232944 0.90947526 5.00
1736 TRZ ind4b 0.7497718464 0.5792666402 0.92027705 10.00
1737 TRZ ind4b 0.7497718464 0.5792666402 0.92027705 10.00
1738 TRZ ind4b 0.7497718464 0.5792666402 0.92027705 10.00
1739 TRZ ind4b 0.7497718464 0.5792666402 0.92027705 10.00
1740 TRZ ind5a 0.8794226394 0.8218456968 0.93699958 0.01
1741 TRZ ind5a 0.8794226394 0.8218456968 0.93699958 0.01
1742 TRZ ind5a 0.8794226394 0.8218456968 0.93699958 0.01
1743 TRZ ind5a 0.8794226394 0.8218456968 0.93699958 0.01
1744 TRZ ind5a 0.8795754047 0.8223416372 0.93680917 0.05
1745 TRZ ind5a 0.8795754047 0.8223416372 0.93680917 0.05
1746 TRZ ind5a 0.8795754047 0.8223416372 0.93680917 0.05
1747 TRZ ind5a 0.8795754047 0.8223416372 0.93680917 0.05
1748 TRZ ind5a 0.8797662974 0.8229546037 0.93657799 0.10
1749 TRZ ind5a 0.8797662974 0.8229546037 0.93657799 0.10
1750 TRZ ind5a 0.8797662974 0.8229546037 0.93657799 0.10
1751 TRZ ind5a 0.8797662974 0.8229546037 0.93657799 0.10
1752 TRZ ind5a 0.8812908007 0.8275610908 0.93502051 0.50
1753 TRZ ind5a 0.8812908007 0.8275610908 0.93502051 0.50
1754 TRZ ind5a 0.8812908007 0.8275610908 0.93502051 0.50
1755 TRZ ind5a 0.8812908007 0.8275610908 0.93502051 0.50
1756 TRZ ind5a 0.8831894347 0.8324873427 0.93389153 1.00
1757 TRZ ind5a 0.8831894347 0.8324873427 0.93389153 1.00
1758 TRZ ind5a 0.8831894347 0.8324873427 0.93389153 1.00
1759 TRZ ind5a 0.8831894347 0.8324873427 0.93389153 1.00
1760 TRZ ind5a 0.8980201904 0.8362099812 0.95983040 5.00
1761 TRZ ind5a 0.8980201904 0.8362099812 0.95983040 5.00
1762 TRZ ind5a 0.8980201904 0.8362099812 0.95983040 5.00
1763 TRZ ind5a 0.8980201904 0.8362099812 0.95983040 5.00
1764 TRZ ind5a 0.9153285719 0.8144726902 1.01618445 10.00
1765 TRZ ind5a 0.9153285719 0.8144726902 1.01618445 10.00
1766 TRZ ind5a 0.9153285719 0.8144726902 1.01618445 10.00
1767 TRZ ind5a 0.9153285719 0.8144726902 1.01618445 10.00
1768 TRZ ind5b 0.9129833601 0.7206043492 1.10536237 0.01
1769 TRZ ind5b 0.9129833601 0.7206043492 1.10536237 0.01
1770 TRZ ind5b 0.9129833601 0.7206043492 1.10536237 0.01
1771 TRZ ind5b 0.9129833601 0.7206043492 1.10536237 0.01
1772 TRZ ind5b 0.9170585573 0.7215594421 1.11255767 0.05
1773 TRZ ind5b 0.9170585573 0.7215594421 1.11255767 0.05
1774 TRZ ind5b 0.9170585573 0.7215594421 1.11255767 0.05
1775 TRZ ind5b 0.9170585573 0.7215594421 1.11255767 0.05
1776 TRZ ind5b 0.9225569104 0.7256789590 1.11943486 0.10
1777 TRZ ind5b 0.9225569104 0.7256789590 1.11943486 0.10
1778 TRZ ind5b 0.9225569104 0.7256789590 1.11943486 0.10
1779 TRZ ind5b 0.9225569104 0.7256789590 1.11943486 0.10
1780 TRZ ind5b 0.9697361820 0.7993005320 1.14017183 0.50
1781 TRZ ind5b 0.9697361820 0.7993005320 1.14017183 0.50
1782 TRZ ind5b 0.9697361820 0.7993005320 1.14017183 0.50
1783 TRZ ind5b 0.9953829726 0.8673162448 1.12344970 1.00
1784 TRZ ind5b 0.9953829726 0.8673162448 1.12344970 1.00
1785 TRZ ind5b 0.9953829726 0.8673162448 1.12344970 1.00
1786 TRZ ind5b 0.9953829726 0.8673162448 1.12344970 1.00
1787 TRZ ind5b 0.9999999998 0.9999999591 1.00000004 5.00
1788 TRZ ind5b 0.9999999998 0.9999999591 1.00000004 5.00
1789 TRZ ind5b 0.9999999998 0.9999999591 1.00000004 5.00
1790 TRZ ind5b 1.0000000000 1.0000000000 1.00000000 10.00
1791 TRZ ind5b 1.0000000000 1.0000000000 1.00000000 10.00
1792 TRZ ind5b 1.0000000000 1.0000000000 1.00000000 10.00
1793 TRZ ind6a 0.9347704050 0.8586324122 1.01090840 0.01
1794 TRZ ind6a 0.9347704050 0.8586324122 1.01090840 0.01
1795 TRZ ind6a 0.9347704050 0.8586324122 1.01090840 0.01
1796 TRZ ind6a 0.9343351179 0.8580503068 1.01061993 0.05
1797 TRZ ind6a 0.9343351179 0.8580503068 1.01061993 0.05
1798 TRZ ind6a 0.9343351179 0.8580503068 1.01061993 0.05
1799 TRZ ind6a 0.9343351179 0.8580503068 1.01061993 0.05
1800 TRZ ind6a 0.9337870648 0.8573195775 1.01025455 0.10
1801 TRZ ind6a 0.9337870648 0.8573195775 1.01025455 0.10
1802 TRZ ind6a 0.9337870648 0.8573195775 1.01025455 0.10
1803 TRZ ind6a 0.9337870648 0.8573195775 1.01025455 0.10
1804 TRZ ind6a 0.9292409902 0.8513465312 1.00713545 0.50
1805 TRZ ind6a 0.9292409902 0.8513465312 1.00713545 0.50
1806 TRZ ind6a 0.9292409902 0.8513465312 1.00713545 0.50
1807 TRZ ind6a 0.9292409902 0.8513465312 1.00713545 0.50
1808 TRZ ind6a 0.9231349016 0.8435444951 1.00272531 1.00
1809 TRZ ind6a 0.9231349016 0.8435444951 1.00272531 1.00
1810 TRZ ind6a 0.9231349016 0.8435444951 1.00272531 1.00
1811 TRZ ind6a 0.9231349016 0.8435444951 1.00272531 1.00
1812 TRZ ind6a 0.8527633568 0.7614021508 0.94412456 5.00
1813 TRZ ind6a 0.8527633568 0.7614021508 0.94412456 5.00
1814 TRZ ind6a 0.8527633568 0.7614021508 0.94412456 5.00
1815 TRZ ind6a 0.8527633568 0.7614021508 0.94412456 5.00
1816 TRZ ind6a 0.6843515225 0.5057638960 0.86293915 10.00
1817 TRZ ind6a 0.6843515225 0.5057638960 0.86293915 10.00
1818 TRZ ind6a 0.6843515225 0.5057638960 0.86293915 10.00
1819 TRZ ind6a 0.6843515225 0.5057638960 0.86293915 10.00
1820 TRZ ind6b 0.9431239191 0.7754986966 1.11074914 0.01
1821 TRZ ind6b 0.9431239191 0.7754986966 1.11074914 0.01
1822 TRZ ind6b 0.9431239191 0.7754986966 1.11074914 0.01
1823 TRZ ind6b 0.9431239191 0.7754986966 1.11074914 0.01
1824 TRZ ind6b 0.9432005495 0.7771808107 1.10922029 0.05
1825 TRZ ind6b 0.9432005495 0.7771808107 1.10922029 0.05
1826 TRZ ind6b 0.9432005495 0.7771808107 1.10922029 0.05
1827 TRZ ind6b 0.9432005495 0.7771808107 1.10922029 0.05
1828 TRZ ind6b 0.9432964176 0.7792487640 1.10734407 0.10
1829 TRZ ind6b 0.9432964176 0.7792487640 1.10734407 0.10
1830 TRZ ind6b 0.9432964176 0.7792487640 1.10734407 0.10
1831 TRZ ind6b 0.9432964176 0.7792487640 1.10734407 0.10
1832 TRZ ind6b 0.9440664755 0.7942815931 1.09385136 0.50
1833 TRZ ind6b 0.9440664755 0.7942815931 1.09385136 0.50
1834 TRZ ind6b 0.9440664755 0.7942815931 1.09385136 0.50
1835 TRZ ind6b 0.9440664755 0.7942815931 1.09385136 0.50
1836 TRZ ind6b 0.9450363830 0.8086748227 1.08139794 1.00
1837 TRZ ind6b 0.9450363830 0.8086748227 1.08139794 1.00
1838 TRZ ind6b 0.9450363830 0.8086748227 1.08139794 1.00
1839 TRZ ind6b 0.9450363830 0.8086748227 1.08139794 1.00
1840 TRZ ind6b 0.9529897370 0.7480279319 1.15795154 5.00
1841 TRZ ind6b 0.9529897370 0.7480279319 1.15795154 5.00
1842 TRZ ind6b 0.9529897370 0.7480279319 1.15795154 5.00
1843 TRZ ind6b 0.9529897370 0.7480279319 1.15795154 5.00
1844 TRZ ind6b 0.9629014045 0.5988039129 1.32699890 10.00
1845 TRZ ind6b 0.9629014045 0.5988039129 1.32699890 10.00
1846 TRZ ind6b 0.9629014045 0.5988039129 1.32699890 10.00
1847 TRZ ind6b 0.9629014045 0.5988039129 1.32699890 10.00
1848 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.01
1849 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.01
1850 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.01
1851 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.01
1852 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.05
1853 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.05
1854 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.05
1855 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.05
1856 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.10
1857 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.10
1858 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.10
1859 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.10
1860 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.50
1861 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.50
1862 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.50
1863 VEH ind1a 0.9960578161 0.9136774476 1.07843818 0.50
1864 VEH ind1a 0.9960578161 0.9136774476 1.07843818 1.00
1865 VEH ind1a 0.9960578161 0.9136774476 1.07843818 1.00
1866 VEH ind1a 0.9960578161 0.9136774476 1.07843818 1.00
1867 VEH ind1a 0.9960578161 0.9136774476 1.07843818 1.00
1868 VEH ind1a 0.9960578161 0.9136774476 1.07843818 5.00
1869 VEH ind1a 0.9960578161 0.9136774476 1.07843818 5.00
1870 VEH ind1a 0.9960578161 0.9136774476 1.07843818 5.00
1871 VEH ind1a 0.9960578161 0.9136774476 1.07843818 5.00
1872 VEH ind1a 0.9960578161 0.9136774476 1.07843818 10.00
1873 VEH ind1a 0.9960578161 0.9136774476 1.07843818 10.00
1874 VEH ind1a 0.9960578161 0.9136774476 1.07843818 10.00
1875 VEH ind1a 0.9960578161 0.9136774476 1.07843818 10.00
1876 VEH ind1a 0.9960578161 0.9136774476 1.07843818 50.00
1877 VEH ind1a 0.9960578161 0.9136774476 1.07843818 50.00
1878 VEH ind1a 0.9960578161 0.9136774476 1.07843818 50.00
1879 VEH ind1a 0.9960578161 0.9136774476 1.07843818 50.00
1880 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.01
1881 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.01
1882 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.01
1883 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.01
1884 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.05
1885 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.05
1886 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.05
1887 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.05
1888 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.10
1889 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.10
1890 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.50
1891 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.50
1892 VEH ind1b 1.0160693942 0.9410006835 1.09113810 0.50
1893 VEH ind1b 1.0160693942 0.9410006835 1.09113810 1.00
1894 VEH ind1b 1.0160693942 0.9410006835 1.09113810 1.00
1895 VEH ind1b 1.0160693942 0.9410006835 1.09113810 1.00
1896 VEH ind1b 1.0160693942 0.9410006835 1.09113810 5.00
1897 VEH ind1b 1.0160693942 0.9410006835 1.09113810 5.00
1898 VEH ind1b 1.0160693942 0.9410006835 1.09113810 5.00
1899 VEH ind1b 1.0160693942 0.9410006835 1.09113810 5.00
1900 VEH ind1b 1.0160693942 0.9410006835 1.09113810 10.00
1901 VEH ind1b 1.0160693942 0.9410006835 1.09113810 10.00
1902 VEH ind1b 1.0160693942 0.9410006835 1.09113810 10.00
1903 VEH ind1b 1.0160693942 0.9410006835 1.09113810 50.00
1904 VEH ind1b 1.0160693942 0.9410006835 1.09113810 50.00
1905 VEH ind1b 1.0160693942 0.9410006835 1.09113810 50.00
1906 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.01
1907 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.01
1908 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.01
1909 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.01
1910 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.05
1911 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.05
1912 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.05
1913 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.05
1914 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.10
1915 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.10
1916 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.10
1917 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.10
1918 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.50
1919 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.50
1920 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.50
1921 VEH ind2a 0.9714657432 0.9480167236 0.99491476 0.50
1922 VEH ind2a 0.9714657432 0.9480167236 0.99491476 1.00
1923 VEH ind2a 0.9714657432 0.9480167236 0.99491476 1.00
1924 VEH ind2a 0.9714657432 0.9480167236 0.99491476 1.00
1925 VEH ind2a 0.9714657432 0.9480167236 0.99491476 1.00
1926 VEH ind2a 0.9714657432 0.9480167236 0.99491476 5.00
1927 VEH ind2a 0.9714657432 0.9480167236 0.99491476 5.00
1928 VEH ind2a 0.9714657432 0.9480167236 0.99491476 5.00
1929 VEH ind2a 0.9714657432 0.9480167236 0.99491476 5.00
1930 VEH ind2a 0.9714657432 0.9480167236 0.99491476 10.00
1931 VEH ind2a 0.9714657432 0.9480167236 0.99491476 10.00
1932 VEH ind2a 0.9714657432 0.9480167236 0.99491476 10.00
1933 VEH ind2a 0.9714657432 0.9480167236 0.99491476 10.00
1934 VEH ind2a 0.9714657432 0.9480167236 0.99491476 50.00
1935 VEH ind2a 0.9714657432 0.9480167236 0.99491476 50.00
1936 VEH ind2a 0.9714657432 0.9480167236 0.99491476 50.00
1937 VEH ind2a 0.9714657432 0.9480167236 0.99491476 50.00
1938 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.01
1939 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.01
1940 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.01
1941 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.01
1942 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.05
1943 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.05
1944 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.05
1945 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.05
1946 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.10
1947 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.10
1948 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.10
1949 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.10
1950 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.50
1951 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.50
1952 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.50
1953 VEH ind2b 1.0871616282 1.0234336284 1.15088963 0.50
1954 VEH ind2b 1.0871616282 1.0234336284 1.15088963 1.00
1955 VEH ind2b 1.0871616282 1.0234336284 1.15088963 1.00
1956 VEH ind2b 1.0871616282 1.0234336284 1.15088963 1.00
1957 VEH ind2b 1.0871616282 1.0234336284 1.15088963 1.00
1958 VEH ind2b 1.0871616282 1.0234336284 1.15088963 5.00
1959 VEH ind2b 1.0871616282 1.0234336284 1.15088963 5.00
1960 VEH ind2b 1.0871616282 1.0234336284 1.15088963 5.00
1961 VEH ind2b 1.0871616282 1.0234336284 1.15088963 5.00
1962 VEH ind2b 1.0871616282 1.0234336284 1.15088963 10.00
1963 VEH ind2b 1.0871616282 1.0234336284 1.15088963 10.00
1964 VEH ind2b 1.0871616282 1.0234336284 1.15088963 10.00
1965 VEH ind2b 1.0871616282 1.0234336284 1.15088963 10.00
1966 VEH ind2b 1.0871616282 1.0234336284 1.15088963 50.00
1967 VEH ind2b 1.0871616282 1.0234336284 1.15088963 50.00
1968 VEH ind2b 1.0871616282 1.0234336284 1.15088963 50.00
1969 VEH ind2b 1.0871616282 1.0234336284 1.15088963 50.00
1970 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.01
1971 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.01
1972 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.01
1973 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.01
1974 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.05
1975 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.05
1976 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.05
1977 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.05
1978 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.10
1979 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.10
1980 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.10
1981 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.10
1982 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.50
1983 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.50
1984 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.50
1985 VEH ind3a 1.1012547918 0.9625342956 1.23997529 0.50
1986 VEH ind3a 1.1012547918 0.9625342956 1.23997529 1.00
1987 VEH ind3a 1.1012547918 0.9625342956 1.23997529 1.00
1988 VEH ind3a 1.1012547918 0.9625342956 1.23997529 1.00
1989 VEH ind3a 1.1012547918 0.9625342956 1.23997529 1.00
1990 VEH ind3a 1.1012547918 0.9625342956 1.23997529 5.00
1991 VEH ind3a 1.1012547918 0.9625342956 1.23997529 5.00
1992 VEH ind3a 1.1012547918 0.9625342956 1.23997529 5.00
1993 VEH ind3a 1.1012547918 0.9625342956 1.23997529 5.00
1994 VEH ind3a 1.1012547918 0.9625342956 1.23997529 10.00
1995 VEH ind3a 1.1012547918 0.9625342956 1.23997529 10.00
1996 VEH ind3a 1.1012547918 0.9625342956 1.23997529 10.00
1997 VEH ind3a 1.1012547918 0.9625342956 1.23997529 10.00
1998 VEH ind3a 1.1012547918 0.9625342956 1.23997529 50.00
1999 VEH ind3a 1.1012547918 0.9625342956 1.23997529 50.00
2000 VEH ind3a 1.1012547918 0.9625342956 1.23997529 50.00
2001 VEH ind3a 1.1012547918 0.9625342956 1.23997529 50.00
2002 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.01
2003 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.01
2004 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.01
2005 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.01
2006 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.05
2007 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.05
2008 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.05
2009 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.05
2010 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.10
2011 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.10
2012 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.10
2013 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.10
2014 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.50
2015 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.50
2016 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.50
2017 VEH ind3b 1.0142815635 0.9187698912 1.10979324 0.50
2018 VEH ind3b 1.0142815635 0.9187698912 1.10979324 1.00
2019 VEH ind3b 1.0142815635 0.9187698912 1.10979324 1.00
2020 VEH ind3b 1.0142815635 0.9187698912 1.10979324 1.00
2021 VEH ind3b 1.0142815635 0.9187698912 1.10979324 5.00
2022 VEH ind3b 1.0142815635 0.9187698912 1.10979324 5.00
2023 VEH ind3b 1.0142815635 0.9187698912 1.10979324 5.00
2024 VEH ind3b 1.0142815635 0.9187698912 1.10979324 5.00
2025 VEH ind3b 1.0142815635 0.9187698912 1.10979324 10.00
2026 VEH ind3b 1.0142815635 0.9187698912 1.10979324 10.00
2027 VEH ind3b 1.0142815635 0.9187698912 1.10979324 10.00
2028 VEH ind3b 1.0142815635 0.9187698912 1.10979324 10.00
2029 VEH ind3b 1.0142815635 0.9187698912 1.10979324 50.00
2030 VEH ind3b 1.0142815635 0.9187698912 1.10979324 50.00
2031 VEH ind3b 1.0142815635 0.9187698912 1.10979324 50.00
2032 VEH ind3b 1.0142815635 0.9187698912 1.10979324 50.00
2033 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.01
2034 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.01
2035 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.01
2036 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.01
2037 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.05
2038 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.05
2039 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.05
2040 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.05
2041 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.10
2042 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.10
2043 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.10
2044 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.10
2045 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.50
2046 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.50
2047 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.50
2048 VEH ind4a 1.0319922286 0.9686535152 1.09533094 0.50
2049 VEH ind4a 1.0319922286 0.9686535152 1.09533094 1.00
2050 VEH ind4a 1.0319922286 0.9686535152 1.09533094 1.00
2051 VEH ind4a 1.0319922286 0.9686535152 1.09533094 1.00
2052 VEH ind4a 1.0319922286 0.9686535152 1.09533094 1.00
2053 VEH ind4a 1.0319922286 0.9686535152 1.09533094 5.00
2054 VEH ind4a 1.0319922286 0.9686535152 1.09533094 5.00
2055 VEH ind4a 1.0319922286 0.9686535152 1.09533094 5.00
2056 VEH ind4a 1.0319922286 0.9686535152 1.09533094 5.00
2057 VEH ind4a 1.0319922286 0.9686535152 1.09533094 10.00
2058 VEH ind4a 1.0319922286 0.9686535152 1.09533094 10.00
2059 VEH ind4a 1.0319922286 0.9686535152 1.09533094 10.00
2060 VEH ind4a 1.0319922286 0.9686535152 1.09533094 50.00
2061 VEH ind4a 1.0319922286 0.9686535152 1.09533094 50.00
2062 VEH ind4a 1.0319922286 0.9686535152 1.09533094 50.00
2063 VEH ind4a 1.0319922286 0.9686535152 1.09533094 50.00
2064 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.01
2065 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.01
2066 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.01
2067 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.01
2068 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.05
2069 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.05
2070 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.05
2071 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.05
2072 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.10
2073 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.10
2074 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.10
2075 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.50
2076 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.50
2077 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.50
2078 VEH ind4b 0.9737443458 0.9233437728 1.02414492 0.50
2079 VEH ind4b 0.9737443458 0.9233437728 1.02414492 1.00
2080 VEH ind4b 0.9737443458 0.9233437728 1.02414492 1.00
2081 VEH ind4b 0.9737443458 0.9233437728 1.02414492 1.00
2082 VEH ind4b 0.9737443458 0.9233437728 1.02414492 1.00
2083 VEH ind4b 0.9737443458 0.9233437728 1.02414492 5.00
2084 VEH ind4b 0.9737443458 0.9233437728 1.02414492 5.00
2085 VEH ind4b 0.9737443458 0.9233437728 1.02414492 5.00
2086 VEH ind4b 0.9737443458 0.9233437728 1.02414492 5.00
2087 VEH ind4b 0.9737443458 0.9233437728 1.02414492 10.00
2088 VEH ind4b 0.9737443458 0.9233437728 1.02414492 10.00
2089 VEH ind4b 0.9737443458 0.9233437728 1.02414492 10.00
2090 VEH ind4b 0.9737443458 0.9233437728 1.02414492 10.00
2091 VEH ind4b 0.9737443458 0.9233437728 1.02414492 50.00
2092 VEH ind4b 0.9737443458 0.9233437728 1.02414492 50.00
2093 VEH ind4b 0.9737443458 0.9233437728 1.02414492 50.00
2094 VEH ind4b 0.9737443458 0.9233437728 1.02414492 50.00
2095 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.01
2096 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.01
2097 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.01
2098 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.01
2099 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.05
2100 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.05
2101 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.05
2102 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.05
2103 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.10
2104 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.10
2105 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.10
2106 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.10
2107 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.50
2108 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.50
2109 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.50
2110 VEH ind5a 0.9665757283 0.9071614034 1.02599005 0.50
2111 VEH ind5a 0.9665757283 0.9071614034 1.02599005 1.00
2112 VEH ind5a 0.9665757283 0.9071614034 1.02599005 1.00
2113 VEH ind5a 0.9665757283 0.9071614034 1.02599005 1.00
2114 VEH ind5a 0.9665757283 0.9071614034 1.02599005 1.00
2115 VEH ind5a 0.9665757283 0.9071614034 1.02599005 5.00
2116 VEH ind5a 0.9665757283 0.9071614034 1.02599005 5.00
2117 VEH ind5a 0.9665757283 0.9071614034 1.02599005 5.00
2118 VEH ind5a 0.9665757283 0.9071614034 1.02599005 5.00
2119 VEH ind5a 0.9665757283 0.9071614034 1.02599005 10.00
2120 VEH ind5a 0.9665757283 0.9071614034 1.02599005 10.00
2121 VEH ind5a 0.9665757283 0.9071614034 1.02599005 10.00
2122 VEH ind5a 0.9665757283 0.9071614034 1.02599005 10.00
2123 VEH ind5a 0.9665757283 0.9071614034 1.02599005 50.00
2124 VEH ind5a 0.9665757283 0.9071614034 1.02599005 50.00
2125 VEH ind5a 0.9665757283 0.9071614034 1.02599005 50.00
2126 VEH ind5a 0.9665757283 0.9071614034 1.02599005 50.00
2127 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.01
2128 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.01
2129 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.01
2130 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.01
2131 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.05
2132 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.05
2133 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.05
2134 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.05
2135 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.10
2136 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.10
2137 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.10
2138 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.10
2139 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.50
2140 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.50
2141 VEH ind5b 1.0634908025 0.9782724070 1.14870920 0.50
2142 VEH ind5b 1.0634908025 0.9782724070 1.14870920 1.00
2143 VEH ind5b 1.0634908025 0.9782724070 1.14870920 1.00
2144 VEH ind5b 1.0634908025 0.9782724070 1.14870920 1.00
2145 VEH ind5b 1.0634908025 0.9782724070 1.14870920 1.00
2146 VEH ind5b 1.0634908025 0.9782724070 1.14870920 5.00
2147 VEH ind5b 1.0634908025 0.9782724070 1.14870920 5.00
2148 VEH ind5b 1.0634908025 0.9782724070 1.14870920 5.00
2149 VEH ind5b 1.0634908025 0.9782724070 1.14870920 5.00
2150 VEH ind5b 1.0634908025 0.9782724070 1.14870920 10.00
2151 VEH ind5b 1.0634908025 0.9782724070 1.14870920 10.00
2152 VEH ind5b 1.0634908025 0.9782724070 1.14870920 10.00
2153 VEH ind5b 1.0634908025 0.9782724070 1.14870920 10.00
2154 VEH ind5b 1.0634908025 0.9782724070 1.14870920 50.00
2155 VEH ind5b 1.0634908025 0.9782724070 1.14870920 50.00
2156 VEH ind5b 1.0634908025 0.9782724070 1.14870920 50.00
2157 VEH ind5b 1.0634908025 0.9782724070 1.14870920 50.00
2158 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.01
2159 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.01
2160 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.01
2161 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.01
2162 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.05
2163 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.05
2164 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.05
2165 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.05
2166 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.10
2167 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.10
2168 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.10
2169 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.10
2170 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.50
2171 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.50
2172 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.50
2173 VEH ind6a 1.0378499887 0.9726571531 1.10304282 0.50
2174 VEH ind6a 1.0378499887 0.9726571531 1.10304282 1.00
2175 VEH ind6a 1.0378499887 0.9726571531 1.10304282 1.00
2176 VEH ind6a 1.0378499887 0.9726571531 1.10304282 1.00
2177 VEH ind6a 1.0378499887 0.9726571531 1.10304282 5.00
2178 VEH ind6a 1.0378499887 0.9726571531 1.10304282 5.00
2179 VEH ind6a 1.0378499887 0.9726571531 1.10304282 5.00
2180 VEH ind6a 1.0378499887 0.9726571531 1.10304282 5.00
2181 VEH ind6a 1.0378499887 0.9726571531 1.10304282 10.00
2182 VEH ind6a 1.0378499887 0.9726571531 1.10304282 10.00
2183 VEH ind6a 1.0378499887 0.9726571531 1.10304282 10.00
2184 VEH ind6a 1.0378499887 0.9726571531 1.10304282 10.00
2185 VEH ind6a 1.0378499887 0.9726571531 1.10304282 50.00
2186 VEH ind6a 1.0378499887 0.9726571531 1.10304282 50.00
2187 VEH ind6a 1.0378499887 0.9726571531 1.10304282 50.00
2188 VEH ind6a 1.0378499887 0.9726571531 1.10304282 50.00
2189 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.01
2190 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.01
2191 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.01
2192 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.01
2193 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.05
2194 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.05
2195 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.05
2196 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.05
2197 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.10
2198 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.10
2199 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.10
2200 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.10
2201 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.50
2202 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.50
2203 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.50
2204 VEH ind6b 1.0182855916 0.8820622189 1.15450896 0.50
2205 VEH ind6b 1.0182855916 0.8820622189 1.15450896 1.00
2206 VEH ind6b 1.0182855916 0.8820622189 1.15450896 1.00
2207 VEH ind6b 1.0182855916 0.8820622189 1.15450896 1.00
2208 VEH ind6b 1.0182855916 0.8820622189 1.15450896 1.00
2209 VEH ind6b 1.0182855916 0.8820622189 1.15450896 5.00
2210 VEH ind6b 1.0182855916 0.8820622189 1.15450896 5.00
2211 VEH ind6b 1.0182855916 0.8820622189 1.15450896 5.00
2212 VEH ind6b 1.0182855916 0.8820622189 1.15450896 5.00
2213 VEH ind6b 1.0182855916 0.8820622189 1.15450896 10.00
2214 VEH ind6b 1.0182855916 0.8820622189 1.15450896 10.00
2215 VEH ind6b 1.0182855916 0.8820622189 1.15450896 10.00
2216 VEH ind6b 1.0182855916 0.8820622189 1.15450896 10.00
2217 VEH ind6b 1.0182855916 0.8820622189 1.15450896 50.00
2218 VEH ind6b 1.0182855916 0.8820622189 1.15450896 50.00
2219 VEH ind6b 1.0182855916 0.8820622189 1.15450896 50.00
2220 VEH ind6b 1.0182855916 0.8820622189 1.15450896 50.00# brewer.pal(n=6,"Dark2")
# [1] "#1B9E77" "#D95F02" "#7570B3" "#E7298A" "#66A61E" "#E6AB02"
# > display.brewer.pal(n=6,"Dark2")
for (each in 1:6){
newdata <- intervals %>%
separate("trt", into=c("sDrug",NA)) %>%
dplyr::filter(sDrug ==drug_list[each]) %>%
mutate(SampleID=indv) %>%
mutate(indv=substr(indv,4,4)) %>%
mutate(indv=factor(indv, levels=lvl_order)) %>%
dplyr::filter(SampleID %in% doubl_plot)
# newdata <- sub_intv %>%
# filter(indv %in% doubl_plot) %>%
# mutate(sub_ind=substr(indv,4,4)) %>%
# mutate(sub_ind=factor(sub_ind,levels=lvl_order))
drug_plot <- DRC_list[[each]]
f <-
drug_plot %>%
filter(SampleID %in% doubl_plot) %>%
ggplot(., aes(x=Conc, y= Percent, group=SampleID,linetype=SampleID, color= indv,alpha =0.6 )) +
guides(color="none", alpha = "none")+
stat_smooth(method = "drm",
method.args = list(fct = L.4(c(NA,NA,1,NA))),
se = FALSE)+
geom_ribbon(data = newdata,
aes(x = Conc, y = Prediction,
ymin = Lower,
ymax = Upper,
fill=indv),
alpha = 0.1,
color = "transparent")+
ylim(-.4,1.5)+
scale_linetype_manual(values = c("dotted","solid","dotted","solid"),
name="replicate",
labels=c("Rep 1", "Rep 2","Rep 1", "Rep 2"))+
scale_color_brewer(palette = "Dark2")+
scale_fill_brewer(palette = "Dark2")+
scale_x_log10() + # Change the x-axis scale to log 10 scale
theme_classic() +
xlab(NULL)+
ylab(NULL)+
# scale_y_continuous(oob=scales::rescale_max, limits = -.4, 1.5)+
ggtitle(drug_list[each])+
theme(plot.title = element_text(hjust = 0.5, size =15, face ="bold"),
axis.title=element_text(size=10),
axis.ticks=element_line(linewidth = 2),
axis.text=element_text(size=10, face = "bold"),
panel.grid.major = element_line(colour = 'lightgrey'),
panel.border=element_rect(fill = NA, linewidth = 2),
plot.background = element_rect(fill = "white", colour = NA))
print(f)
} 
Fig. S3
viability <- readRDS("data/viability.RDS")
norm_LDH48 <- readRDS("data/supp_normLDH48.RDS")
viability %>%
full_join(., norm_LDH48,by = c("indv","Drug","Conc")) %>%
ggplot(., aes(x=per.live, y=ldh))+
geom_point(aes(col=indv))+
geom_smooth(method="lm")+
facet_wrap("Drug")+
theme_bw()+
xlab("Average viability of cardiomyocytes/100") +
ylab("Average LDH") +
ggtitle("Cell stress and viability correlation")+
scale_color_brewer(palette = "Dark2",name = "Individual", label = c("1","2","3","4","5","6"))+
stat_cor(method="pearson",aes(label = paste(..r.label.., ..p.label.., sep = "~`,`~")),
color = "red")+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5,face = "bold"),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(size = 1.5),
axis.text = element_text(size = 8, color = "black", angle = 20),
strip.text.x = element_text(size = 15, color = "black", face = "bold"),
strip.background = element_rect(fill = "white")) 
Fig. S4
viabilitytable <- readRDS("data/averageviabilitytable.RDS")
viabilitytable %>%
ungroup() %>%
mutate(indv=substr(SampleID,4,4)) %>%
mutate(indv=factor(indv, levels= c('1','2','3','4','5','6'))) %>%
filter(Conc ==0.5) %>%
# mutate(Conc= factor(as.numeric(Conc))) %>%
group_by(indv,sDrug,Conc) %>%
dplyr::summarize(Viability=mean(Mean)) %>%
ungroup() %>%
ggplot(., aes(x=sDrug, y= Viability*100 )) +
geom_boxplot(position="dodge", outlier.colour = "transparent",
aes(fill=sDrug))+
geom_point(aes(color=indv))+
guides(alpha = "none")+
ylim(0,150.5)+
scale_color_brewer(palette = "Dark2",
guide="legend",
name ="Individual",
labels(c(1,2,3,4,5,6)))+
scale_fill_manual(values=drug_pal_fact, name ="Treatment")+
theme_classic() +
xlab("")+
# geom_hline(yintercept = 1,lty = 4)+
ylab("% Viability") +
facet_wrap(~Conc)+
ggtitle(expression(paste("Viablity across treatment at 0.5", mu, "M at 48 hours")))+
theme(axis.title=element_text(size=10),
axis.ticks=element_line(size =2),
axis.text.y=element_text(size=9, face = "bold"),
axis.text.x=element_blank(),
panel.grid.major = element_line(colour = 'darkgrey'),
panel.border=element_rect(fill = NA, size = 2),
plot.title = element_text(hjust = 0.5, size =15, face = "bold"))
viabilitytable %>%
ungroup() %>%
mutate(indv=substr(SampleID,4,4)) %>%
mutate(indv=factor(indv, levels= c('1','2','3','4','5','6'))) %>%
filter(Conc <5) %>%
mutate(Conc= factor(as.numeric(Conc))) %>%
group_by(indv,sDrug,Conc) %>%
dplyr::summarize(Viability=mean(Mean)) %>%
ungroup() %>%
ggplot(., aes(x=sDrug, y= Viability*100 )) +
geom_boxplot(position="dodge", outlier.colour = "transparent",
aes(fill=sDrug))+
geom_point(aes(color=indv))+
guides(alpha = "none")+
ylim(0,150.5)+
scale_color_brewer(palette = "Dark2",
guide="legend",
name ="individual",
labels(c(1,2,3,4,5,6)))+
scale_fill_manual(values=drug_pal_fact, name ="treatment")+
theme_classic() +
xlab("")+
# geom_hline(yintercept = 1,lty = 4)+
ylab("% Viability") +
facet_wrap(~Conc)+
# ggtitle(expression(paste("Viablity across treatment at 0.5", mu, "M at 48 hours")))+
theme(axis.title=element_text(size=10),
axis.ticks=element_line(size =2),
axis.text.y=element_text(size=9, face = "bold"),
axis.text.x=element_blank(),
panel.grid.major = element_line(colour = 'darkgrey'),
panel.border=element_rect(fill = NA, size = 2),
plot.title = element_text(hjust = 0.5, size =15, face = "bold"))
Fig. S5
library(limma)
library(edgeR)
library(cowplot)
filcpm_matrix <- readRDS("data/filcpm_counts.RDS")
colnames(filcpm_matrix) [1] "Da.1.3h" "Do.1.3h" "Ep.1.3h" "Mi.1.3h" "Tr.1.3h" "Ve.1.3h"
[7] "Da.1.24h" "Do.1.24h" "Ep.1.24h" "Mi.1.24h" "Tr.1.24h" "Ve.1.24h"
[13] "Da.2.3h" "Do.2.3h" "Ep.2.3h" "Mi.2.3h" "Tr.2.3h" "Ve.2.3h"
[19] "Da.2.24h" "Do.2.24h" "Ep.2.24h" "Mi.2.24h" "Tr.2.24h" "Ve.2.24h"
[25] "Da.3.3h" "Do.3.3h" "Ep.3.3h" "Mi.3.3h" "Tr.3.3h" "Ve.3.3h"
[31] "Da.3.24h" "Do.3.24h" "Ep.3.24h" "Mi.3.24h" "Tr.3.24h" "Ve.3.24h"
[37] "Da.4.3h" "Do.4.3h" "Ep.4.3h" "Mi.4.3h" "Tr.4.3h" "Ve.4.3h"
[43] "Da.4.24h" "Do.4.24h" "Ep.4.24h" "Mi.4.24h" "Tr.4.24h" "Ve.4.24h"
[49] "Da.5.3h" "Do.5.3h" "Ep.5.3h" "Mi.5.3h" "Tr.5.3h" "Ve.5.3h"
[55] "Da.5.24h" "Do.5.24h" "Ep.5.24h" "Mi.5.24h" "Tr.5.24h" "Ve.5.24h"
[61] "Da.6.3h" "Do.6.3h" "Ep.6.3h" "Mi.6.3h" "Tr.6.3h" "Ve.6.3h"
[67] "Da.6.24h" "Do.6.24h" "Ep.6.24h" "Mi.6.24h" "Tr.6.24h" "Ve.6.24h"x <- readRDS("data/filtermatrix_x.RDS")
x$samples %>%
mutate(drug=case_match(drug, "Daunorubicin"~"DNR",
"Doxorubicin"~"DOX",
"Epirubicin"~"EPI",
"Mitoxantrone"~"MTX",
"Trastuzumab"~"TRZ",
"Vehicle"~"VEH", .default = drug)) %>%
mutate(drug=factor(drug, levels = c('DOX','EPI','DNR','MTX','TRZ','VEH'))) %>%
mutate(time=factor(time, labels= c("3 hours","24 hours"))) %>%
ggplot(., aes(x = as.factor(time), y = RIN)) +
geom_boxplot(aes(fill=as.factor(time)))+
theme_bw()+
ylim(c(0,10))+
labs(x= "", fill ="Time in hours",y ="RNA Integrity Number")+
ggtitle("Boxplot of RIN by time and drug")+
facet_wrap(~drug)+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
axis.text.y = element_text(size =10, color = "black", angle = 0, hjust = 0.8, vjust = 0.5),
axis.text.x = element_text(size =10, color = "black", angle = 0, hjust = 1, vjust = 0.2),
strip.text.x = element_text(size = 15, color = "black", face = "bold"),
strip.background = element_rect(fill = "white"))
seq_info <-read.csv("output/sequencing_info.txt", row.names = 1)
seq_info %>%
filter(type=="Total_reads") %>%
mutate(drug=case_match(drug, "Daunorubicin"~"DNR",
"Doxorubicin"~"DOX",
"Epirubicin"~"EPI",
"Mitoxantrone"~"MTX",
"Trastuzumab"~"TRZ",
"Vehicle"~"VEH", .default = drug)) %>%
mutate(drug=factor(drug, levels = c('DOX','EPI','DNR','MTX','TRZ','VEH'))) %>%
ggplot(., aes (x =drug, y=Total.Sequences, fill = drug))+
geom_boxplot()+
scale_fill_manual(values=drug_pal_fact)+
ggtitle(expression("Total number of reads by treatment"))+
xlab(" ")+
ylab(expression("RNA -sequencing reads"))+
theme_bw()+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 12, color = "black"),
axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
axis.text.y = element_text(size =10, color = "black", angle = 0, hjust = 0.8, vjust = 0.5),
axis.text.x = element_text(size =10, color = "white"),
#strip.text.x = element_text(size = 15, color = "black", face = "bold"),
strip.text.y = element_text(color = "white"))
seq_info %>%
mutate(drug=case_match(drug, "Daunorubicin"~"DNR",
"Doxorubicin"~"DOX",
"Epirubicin"~"EPI",
"Mitoxantrone"~"MTX",
"Trastuzumab"~"TRZ",
"Vehicle"~"VEH", .default = drug)) %>%
mutate(drug=factor(drug, levels = c('DOX','EPI','DNR','MTX','TRZ','VEH'))) %>%
# separate(samplenames, into=c(NA,NA,NA,"samplenames")) %>%
# mutate(shortnames = paste("Sample",str_trim(samplenames))) %>%
filter(type=="Total_reads") %>%
mutate(sampleID=colnames(filcpm_matrix)) %>%
ggplot(., aes (x =sampleID, y=Total.Sequences, fill = drug, group_by=indv))+
geom_col()+
geom_hline(aes(yintercept=20000000))+
scale_fill_manual(values=drug_pal_fact)+
ggtitle(expression("Total number of reads by sample"))+
xlab("")+
ylab(expression("RNA -sequencing reads"))+
theme_bw()+
theme(plot.title = element_text(size = rel(2), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
axis.text.y = element_text(size =10, color = "black", angle = 0, hjust = 0.8, vjust = 0.5),
axis.text.x = element_text(size =6, color = "black", angle = 90, hjust = 1, vjust = 0.2),
#strip.text.x = element_text(size = 15, color = "black", face = "bold"),
strip.text.y = element_text(color = "white"))
### Fig. S6
filcpm_matrix <- readRDS("data/filcpm_counts.RDS")
mcor <- cor(filcpm_matrix)
filmat_groupmat_col <- data.frame(timeset = colnames(filcpm_matrix))
counts_corr_mat<- filmat_groupmat_col %>%
separate(timeset, into= c("drug","indv","time")) %>%
mutate(class = if_else(drug=="Da","AC", if_else(drug=="Do","AC", if_else(drug=="Ep","AC","nAC")))) %>%
mutate(TOP2i = if_else(drug=="Da","yes", if_else(drug=="Do","yes", if_else(drug=="Ep","yes",if_else(drug=="Mi","yes","no")))))
mat_colors <- list(
drug= c("#F1B72B","#8B006D","#DF707E","#3386DD","#707031","#41B333"),
indv=c("#1B9E77", "#D95F02" ,"#7570B3", "#E7298A" ,"#66A61E", "#E6AB02"),
time=c("pink", "chocolate4"),
class=c("yellow1","lightgreen"),
TOP2i =c("darkgreen","goldenrod"))
names(mat_colors$drug) <- unique(counts_corr_mat$drug)
names(mat_colors$indv) <- unique(counts_corr_mat$indv)
names(mat_colors$time) <- unique(counts_corr_mat$time)
names(mat_colors$class) <- unique(counts_corr_mat$class)
names(mat_colors$TOP2i) <- unique(counts_corr_mat$TOP2i)
ComplexHeatmap::pheatmap(mcor,
# column_title=(paste0("RNA-seq log"[2]~"cpm correlation")),
annotation_col = counts_corr_mat,
annotation_colors = mat_colors,
fontsize=10,
fontsize_row = 8,
angle_col="90",
treeheight_row=25,
fontsize_col = 8,
treeheight_col = 20)
heatmap is pending a few changes! just not my focus today.
Fig. S7
pca_all_anno <- readRDS("data/supp_pca_all_anno.RDS")
pca_all_anno <- pca_all_anno %>%
mutate(drug = case_match(drug, "Daunorubicin"~"DNR","Doxorubicin"~"DOX", "Epirubicin"~"EPI","Mitoxantrone"~"MTX","Trastuzumab"~"TRX","Vehicle"~"VEH", .default = drug))
facs <- c("indv", "drug", "time")
names(facs) <- c("Individual", "Treatment", "Time")
get_regr_pval <- function(mod) {
# Returns the p-value for the Fstatistic of a linear model
# mod: class lm
stopifnot(class(mod) == "lm")
fstat <- summary(mod)$fstatistic
pval <- 1 - pf(fstat[1], fstat[2], fstat[3])
return(pval)
}
plot_versus_pc <- function(df, pc_num, fac) {
# df: data.frame
# pc_num: numeric, specific PC for plotting
# fac: column name of df for plotting against PC
pc_char <- paste0("PC", pc_num)
# Calculate F-statistic p-value for linear model
pval <- get_regr_pval(lm(df[, pc_char] ~ df[, fac]))
if (is.numeric(df[, f])) {
ggplot(df, aes_string(x = f, y = pc_char)) + geom_point() +
geom_smooth(method = "lm") + labs(title = sprintf("p-val: %.2f", pval))
} else {
ggplot(df, aes_string(x = f, y = pc_char)) + geom_boxplot() +
labs(title = sprintf("p-val: %.2f", pval))
}
}
for (f in facs) {
# Plot f versus PC1 and PC2
f_v_pc1 <- arrangeGrob(plot_versus_pc(pca_all_anno, 1, f)+theme_bw())
f_v_pc2 <- arrangeGrob(plot_versus_pc(pca_all_anno, 2, f)+theme_bw())
grid.arrange(f_v_pc1, f_v_pc2, ncol = 2, top = names(facs)[which(facs == f)])
}
Fig. S8
Volcanoplots <- readRDS("output/Volcanoplot_10.RDS")
Volcanoplots
Fig. S9
toplistall <- readRDS("data/toplistall.RDS")
toplistall %>%
group_by(time, id) %>%
mutate(id=factor(id, levels = c('DOX', 'EPI', 'DNR', 'MTX', 'TRZ','VEH'))) %>%
mutate(time= factor(time,
levels=c("3_hours","24_hours"),
label=c("3 hours","24 hours"))) %>%
ggplot(., aes(x=id, y=logFC))+
geom_boxplot(aes(fill=id))+
ggpubr::fill_palette(palette =drug_pal_fact)+
guides(fill=guide_legend(title = "Treatment"))+
# facet_wrap(sigcount~time)+
theme_bw()+
xlab("")+
ylab(expression("Log"[2]*" fold change"))+
theme_bw()+
facet_wrap(~time)+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
# axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
strip.background = element_rect(fill = "transparent"),
axis.text.x = element_blank(),
strip.text.x = element_text(size = 12, color = "black", face = "bold"))
# drug_palNoVeh <- c("#8B006D" ,"#DF707E", "#F1B72B" ,"#3386DD", "#707031")
toplistall %>%
mutate(id=factor(id, levels = c('DOX', 'EPI', 'DNR', 'MTX', 'TRZ','VEH'))) %>%
mutate(time= factor(time,
levels=c("3_hours","24_hours"),
label=c("3 hours","24 hours"))) %>%
group_by(time, id) %>%
mutate(sigcount = if_else(adj.P.Val < 0.05,'sig','notsig'))%>%
count(sigcount) %>%
pivot_wider(id_cols = c(time,id), names_from=sigcount, values_from=n) %>%
mutate(prop = sig/(sig+notsig)*100) %>%
mutate(prop=if_else(is.na(prop),0,prop)) %>%
ggplot(., aes(x=id, y= prop))+
geom_col(aes(fill=id))+
geom_text(aes(label = sprintf("%.2f",prop)),
position=position_dodge(0.9),vjust=-.2 )+
scale_fill_manual(values =drug_pal_fact)+
guides(fill=guide_legend(title = "Treatment"))+
facet_wrap(id~time)+#labeller = (time = facettimelabel) )+
theme_bw()+
xlab("")+
ylab("Percentage of expressed genes")+
theme_bw()+
ggtitle("Percent DEGs (adj. P value <0.05)")+
scale_y_continuous(expand=expansion(c(0.02,.2)))+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
# axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
strip.background = element_rect(fill = "transparent"),
axis.text.x = element_text(size = 8, color = "white", angle = 0),
axis.text.y = element_text(size = 8, color = "black", angle = 0),
strip.text.x = element_text(size = 12, color = "black", face = "bold"))
ggsave("output/Figures/Percent_DEG.eps",width = 6, height =4, units = "in")Fig. S10
allfinal <- readRDS("output/allfinal_sup10.RDS")
allfinal
allfinal3hour <- readRDS("data/allfinal3hour.RDS")
allfinal3hour
### Fig S10 Drug Specific Pathways
gostres3Dnrdeg_sp <- readRDS("data/DEG-GO/gostres3Dnrdeg_sp.RDS")
Dnr3_sp_DEGtable <- gostres3Dnrdeg_sp$result %>%
dplyr::select(c(source, term_id,term_name,intersection_size,
term_size, p_value))
Dnr3_sp_DEGtable %>%
dplyr::filter(source=="GO:BP") %>%
dplyr::select(p_value,term_name,intersection_size) %>%
slice_min(., n=10 ,order_by=p_value) %>%
mutate(log_val = -log10(p_value)) %>%
# slice_max(., n=10,order_by = p_value) %>%
ggplot(., aes(x = log_val, y =reorder(term_name,p_value), col= intersection_size)) +
geom_point(aes(size = intersection_size)) +
scale_y_discrete(labels =scales::label_wrap(30))+
guides(col="none", size=guide_legend(title = "# of intersected \n terms"))+
ggtitle('DNR 3 hour specific(stringent)\n gene set GO:BP terms') +
xlab(expression(" -"~log[10]~("adj. p-value")))+
ylab("GO: BP term")+
theme_bw()+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
axis.text = element_text(size = 10, color = "black", angle = 0),
strip.text.x = element_text(size = 12, color = "black", face = "bold"))
gostres3Mtxdeg_sp <- readRDS("data/DEG-GO/gostres3Mtxdeg_sp.RDS")
Mtx3_sp_DEGtable <- gostres3Mtxdeg_sp$result %>%
dplyr::select(c(source, term_id,term_name,intersection_size,
term_size, p_value))
Mtx3_sp_DEGtable %>%
dplyr::filter(source=="GO:BP") %>%
dplyr::select(p_value,term_name,intersection_size) %>%
slice_min(., n=5,order_by=p_value) %>%
mutate(log_val = -log10(p_value)) %>%
# slice_max(., n=10,order_by = p_value) %>%
ggplot(., aes(x = log_val, y =reorder(term_name,p_value), col= intersection_size)) +
geom_point(aes(size = intersection_size)) +
scale_y_discrete(labels = scales::label_wrap(30))+
geom_vline(xintercept = (-log10(0.05)))+
guides(col="none", size=guide_legend(title = "# of intersected \n terms"))+
ggtitle('MTX 3 hour specific(stringent)\n gene set GO:BP terms') +
xlab(expression(" -"~log[10]~("adj. p-value")))+
ylab("GO: BP term")+
theme_bw()+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
axis.text = element_text(size = 10, color = "black", angle = 0),
strip.text.x = element_text(size = 12, color = "black", face = "bold"))
DX_sp_DEGgostres <- readRDS("data/DEG-GO/gostresDOXdeg_sp.RDS")
MT_sp_DEGgostres <- readRDS("data/DEG-GO/gostresMTXdeg_sp.RDS")
DX_sp_DEGtable <- DX_sp_DEGgostres$result %>%
dplyr::select(c(source, term_id,term_name,intersection_size,
term_size, p_value))
MT_sp_DEGtable <- MT_sp_DEGgostres$result %>%
dplyr::select(c(source, term_id,term_name,intersection_size,
term_size, p_value))
DX_sp_DEGtable %>%
dplyr::filter(source=="GO:BP") %>%
dplyr::select(p_value,term_name,intersection_size) %>%
slice_min(., n=10 ,order_by=p_value) %>%
mutate(log_val = -log10(p_value)) %>%
# slice_max(., n=10,order_by = p_value) %>%
ggplot(., aes(x = log_val, y =reorder(term_name,p_value), col= intersection_size)) +
geom_point(aes(size = intersection_size)) +
scale_y_discrete(labels = scales::wrap_format(30))+
guides(col="none", size=guide_legend(title = "# of intersected \n terms"))+
ggtitle('DOX specific 24 hour gene set GO:BP terms') +
xlab(expression(" -"~log[10]~("adj. p-value")))+
ylab("GO: BP term")+
theme_bw()+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
axis.text = element_text(size = 10, color = "black", angle = 0),
strip.text.x = element_text(size = 12, color = "black", face = "bold"))
MT_sp_DEGtable %>%
dplyr::filter(source=="GO:BP") %>%
dplyr::select(p_value,term_name,intersection_size) %>%
slice_min(., n=10 ,order_by=p_value) %>%
mutate(log_val = -log10(p_value)) %>%
# slice_max(., n=10,order_by = p_value) %>%
ggplot(., aes(x = log_val, y =reorder(term_name,p_value), col= intersection_size)) +
geom_point(aes(size = intersection_size)) +
scale_y_discrete(labels = scales::wrap_format(30))+
guides(col="none", size=guide_legend(title = "# of intersected \n terms"))+
ggtitle('MTX specific 24 hour gene set GO:BP terms') +
xlab(expression(" -"~log[10]~("adj. p-value")))+
ylab("GO: BP term")+
theme_bw()+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(linewidth = 1.5),
axis.line = element_line(linewidth = 1.5),
axis.text = element_text(size = 10, color = "black", angle = 0),
strip.text.x = element_text(size = 12, color = "black", face = "bold"))
Fig. S12
DNRvenn<- readRDS ("output/DNRvenn.RDS")
DOXvenn<- readRDS ("output/DOXvenn.RDS")
EPIvenn<- readRDS ("output/EPIvenn.RDS")
MTXvenn<- readRDS ("output/MTXvenn.RDS")
plot_grid(DNRvenn,DOXvenn,EPIvenn,MTXvenn,nrow=2, ncol = 2)
Fig. S12
cormotif_initial <- readRDS("data/cormotif_initialall.RDS")
Cormotif::plotIC(cormotif_initial)
motif_NRrep <- readRDS("output/motif_NRrep.RDS")
motif_ERrep <- readRDS("output/motif_ERrep.RDS")
motif_TIrep <- readRDS("output/motif_TI_rep.RDS")
motif_LRrep <- readRDS("output/motif_LRrep.RDS")
motif_NRrep <- motif_NRrep +
scale_y_continuous(labels = scales::number_format(accuracy = 0.1))+
theme(legend.position = "NULL", axis.title.y =element_text(size =12))
motif_ERrep <- motif_ERrep+
scale_y_continuous(labels = scales::number_format(accuracy = 0.1))+
theme(legend.position = "NULL", axis.title.y =element_text(size =12))
motif_TIrep <- motif_TIrep+
scale_y_continuous(labels = scales::number_format(accuracy = 0.1))+
theme(legend.position = "NULL", axis.title.y =element_text(size =12))
motif_LRrep <- motif_LRrep+
scale_y_continuous(labels = scales::number_format(accuracy = 0.1))+
theme(legend.position = "NULL", axis.title.y =element_text(size =12))
plot_grid(motif_ERrep,motif_TIrep,motif_LRrep,motif_NRrep,nrow = 4,ncol = 1)
<environment: R_GlobalEnv>
Fig. S15
gene_corr_frame <- readRDS("data/gene_corr_frame.RDS")
GOI_genelist <- read.csv("output/GOI_genelist.txt",row.names = 1)
for (gene in GOI_genelist$entrezgene_id){
gene_plot <- gene_corr_frame %>%
dplyr::filter(entrezgene_id == gene) %>%
ggplot(., aes(x=tox, y=counts))+
geom_point(aes(col=indv))+
geom_smooth(method="lm")+
facet_wrap(hgnc_symbol~Drug, scales="free")+
theme_classic()+
xlab("Toxicity score") +
ylab(expression("counts in log"[2]*" cpm")) +
ggtitle(expression(paste("Correlation between counts and toxicity by drug")))+
scale_color_brewer(palette = "Dark2",name = "Individual", label = c("1","2","3","4","5","6"))+
scale_y_continuous(labels = scales::number_format(accuracy = 0.01))+
stat_cor(method="pearson",
cor.coef.name="rho",
aes(label = paste(..r.label.., ..p.label.., sep = "~`,`~")),
color = "red",
label.x.npc = 0.01,
label.y.npc=0.01,
size = 3)+
theme(plot.title = element_text(size = rel(1.5), hjust = 0.5,face = "bold"),
axis.title = element_text(size = 15, color = "black"),
axis.ticks = element_line(size = 1.5),
axis.text = element_text(size = 8, color = "black", angle = 20),
strip.text.x = element_text(size = 10, color = "black", face = "italic"))
print(gene_plot)
}
sessionInfo()R version 4.3.1 (2023-06-16 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19045)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.utf8
[2] LC_CTYPE=English_United States.utf8
[3] LC_MONETARY=English_United States.utf8
[4] LC_NUMERIC=C
[5] LC_TIME=English_United States.utf8
time zone: America/Chicago
tzcode source: internal
attached base packages:
[1] grid stats graphics grDevices utils datasets methods
[8] base
other attached packages:
[1] edgeR_3.42.4 limma_3.56.2 data.table_1.14.8
[4] drc_3.0-1 MASS_7.3-60 cowplot_1.1.1
[7] gridExtra_2.3 ComplexHeatmap_2.16.0 RColorBrewer_1.1-3
[10] ggsignif_0.6.4 zoo_1.8-12 rstatix_0.7.2
[13] ggpubr_0.6.0 lubridate_1.9.2 forcats_1.0.0
[16] stringr_1.5.0 dplyr_1.1.2 purrr_1.0.1
[19] readr_2.1.4 tidyr_1.3.0 tibble_3.2.1
[22] ggplot2_3.4.2 tidyverse_2.0.0 workflowr_1.7.0
loaded via a namespace (and not attached):
[1] rstudioapi_0.15.0 jsonlite_1.8.7 shape_1.4.6
[4] magrittr_2.0.3 TH.data_1.1-2 magick_2.7.4
[7] farver_2.1.1 rmarkdown_2.23 zlibbioc_1.46.0
[10] GlobalOptions_0.1.2 fs_1.6.3 ragg_1.2.5
[13] vctrs_0.6.3 htmltools_0.5.5 plotrix_3.8-2
[16] broom_1.0.5 sass_0.4.7 KernSmooth_2.23-22
[19] bslib_0.5.0 sandwich_3.0-2 cachem_1.0.8
[22] whisker_0.4.1 lifecycle_1.0.3 iterators_1.0.14
[25] pkgconfig_2.0.3 Matrix_1.6-0 R6_2.5.1
[28] fastmap_1.1.1 clue_0.3-64 digest_0.6.33
[31] colorspace_2.1-0 S4Vectors_0.38.1 ps_1.7.5
[34] rprojroot_2.0.3 textshaping_0.3.6 labeling_0.4.2
[37] fansi_1.0.4 timechange_0.2.0 httr_1.4.6
[40] abind_1.4-5 mgcv_1.9-0 compiler_4.3.1
[43] proxy_0.4-27 withr_2.5.0 doParallel_1.0.17
[46] backports_1.4.1 carData_3.0-5 DBI_1.1.3
[49] highr_0.10 rjson_0.2.21 classInt_0.4-9
[52] gtools_3.9.4 tools_4.3.1 units_0.8-2
[55] httpuv_1.6.11 Cormotif_1.46.0 glue_1.6.2
[58] callr_3.7.3 nlme_3.1-162 promises_1.2.0.1
[61] sf_1.0-14 getPass_0.2-2 cluster_2.1.4
[64] generics_0.1.3 gtable_0.3.3 tzdb_0.4.0
[67] preprocessCore_1.62.1 class_7.3-22 hms_1.1.3
[70] ggVennDiagram_1.2.2 car_3.1-2 utf8_1.2.3
[73] BiocGenerics_0.46.0 foreach_1.5.2 pillar_1.9.0
[76] later_1.3.1 circlize_0.4.15 splines_4.3.1
[79] lattice_0.21-8 survival_3.5-5 tidyselect_1.2.0
[82] locfit_1.5-9.8 knitr_1.43 git2r_0.32.0
[85] IRanges_2.34.1 stats4_4.3.1 xfun_0.39
[88] Biobase_2.60.0 matrixStats_1.0.0 stringi_1.7.12
[91] yaml_2.3.7 evaluate_0.21 codetools_0.2-19
[94] BiocManager_1.30.21.1 RVenn_1.1.0 affyio_1.70.0
[97] cli_3.6.1 systemfonts_1.0.4 munsell_0.5.0
[100] processx_3.8.2 jquerylib_0.1.4 Rcpp_1.0.11
[103] png_0.1-8 parallel_4.3.1 viridisLite_0.4.2
[106] mvtnorm_1.2-2 affy_1.78.2 scales_1.2.1
[109] e1071_1.7-13 crayon_1.5.2 GetoptLong_1.0.5
[112] rlang_1.1.1 multcomp_1.4-25