Last updated: 2023-07-07

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Knit directory: Cardiotoxicity/

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Note that any generated files, e.g. HTML, png, CSS, etc., are not included in this status report because it is ok for generated content to have uncommitted changes.


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Figure 2

Minimal cellular stress is induced following 24 hours of treatment

A. Lactate dehydrogenase release at 24 hours

drug_pal <- c("#41B333","#8B006D","#DF707E","#F1B72B", "#3386DD","#707031")

level_order2 <- c('75','87','77','79','78','71')
drug_pal_fact <- c("#8B006D","#DF707E","#F1B72B", "#3386DD","#707031","#41B333")

RNAnormlist <- read.csv("output/TNNI_LDH_RNAnormlist.txt",row.names = 1)


RNAnormlist %>% 
  mutate(Drug = factor(Drug, levels = c(  "DOX",
                                          "EPI",
                                          "DNR",
                                          "MTX",
                                          "TRZ",
                                          "VEH"))) %>%
 mutate(indv= factor(indv,levels= level_order2)) %>% 
  ggplot(., aes(x=Drug, y=rldh))+
  geom_boxplot(position = "identity", fill = drug_pal_fact)+
  geom_point(aes(col=indv, size =3,alpha=0.5))+
 geom_signif(comparisons =list(c("VEH","DOX"),
                                c("VEH","EPI"),
                                c("VEH","DNR"),
                                c("VEH","MTX"),
                                c("VEH","TRZ")),
              test="t.test",
              map_signif_level=TRUE,
              textsize =4,
              step_increase = 0.1)+
  theme_classic()+
  guides(size = "none",alpha="none")+
  scale_color_brewer(palette = "Dark2", name = "Individual")+
  xlab("")+
  ylab("Relative LDH activity ")+
  ggtitle("Lactate dehydrogenase release at 24 hours")+
  theme_classic()+
  theme(strip.background = element_rect(fill = "transparent")) +
  theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
        legend.position = "none",
         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 = 12, color = "black", angle = 0),
        strip.text.x = element_text(size = 15, color = "black", face = "bold"))

ggsave("output/Figures/LDH24h.eps",width = 4, height =6, units = "in")

C. Troponin I release

RNAnormlist %>% 
  mutate(Drug = factor(Drug, levels = c(  "DOX",
                                          "EPI",
                                          "DNR",
                                          "MTX",
                                          "TRZ",
                                          "VEH"))) %>%
 mutate(indv= factor(indv,levels= level_order2)) %>% 
  ggplot(., aes(x=Drug, y=rtnni))+
  geom_boxplot(position = "identity", fill = drug_pal_fact)+
  geom_point(aes(col=indv, size =3,alpha=0.5))+
  geom_signif(comparisons =list(c("VEH","DOX"),
                                c("VEH","EPI"),
                                c("VEH","DNR"),
                                c("VEH","MTX"),
                                c("VEH","TRZ")),
              test="t.test",
              map_signif_level=TRUE,
              textsize =4,
              step_increase = 0.1)+
  theme_classic()+
  guides(size = "none",alpha="none")+
  scale_color_brewer(palette = "Dark2", name = "Individual")+
  xlab("")+
  ylab("Relative Troponin I levels ")+
  ggtitle("Troponin I release at 24 hours")+
  theme_classic()+
  theme(strip.background = element_rect(fill = "transparent")) +
  theme(plot.title = element_text(size = rel(1.5), hjust = 0.5),
        legend.position = "none",
        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 = 12, color = "black", angle = 0),
        strip.text.x = element_text(size = 15, color = "black", face = "bold"))

ggsave("output/Figures/LDH24h.eps",width = 4, height =6, units = "in")

sessionInfo()
R version 4.2.2 (2022-10-31 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    

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] broom_1.0.5         RColorBrewer_1.1-3  ggsignif_0.6.4     
 [4] cowplot_1.1.1       drc_3.0-1           MASS_7.3-60        
 [7] data.table_1.14.8   BiocGenerics_0.42.0 tinytex_0.45       
[10] lubridate_1.9.2     forcats_1.0.0       stringr_1.5.0      
[13] dplyr_1.1.2         purrr_1.0.1         readr_2.1.4        
[16] tidyr_1.3.0         tibble_3.2.1        ggplot2_3.4.2      
[19] tidyverse_2.0.0     car_3.1-2           carData_3.0-5      
[22] workflowr_1.7.0    

loaded via a namespace (and not attached):
 [1] httr_1.4.6        sass_0.4.6        jsonlite_1.8.5    splines_4.2.2    
 [5] gtools_3.9.4      bslib_0.5.0       getPass_0.2-2     highr_0.10       
 [9] yaml_2.3.7        pillar_1.9.0      backports_1.4.1   lattice_0.21-8   
[13] glue_1.6.2        digest_0.6.31     promises_1.2.0.1  colorspace_2.1-0 
[17] sandwich_3.0-2    htmltools_0.5.5   httpuv_1.6.11     Matrix_1.5-4.1   
[21] pkgconfig_2.0.3   mvtnorm_1.2-2     scales_1.2.1      processx_3.8.1   
[25] whisker_0.4.1     later_1.3.1       tzdb_0.4.0        timechange_0.2.0 
[29] git2r_0.32.0      farver_2.1.1      generics_0.1.3    TH.data_1.1-2    
[33] cachem_1.0.8      withr_2.5.0       cli_3.6.1         survival_3.5-5   
[37] magrittr_2.0.3    evaluate_0.21     ps_1.7.5          fs_1.6.2         
[41] fansi_1.0.4       textshaping_0.3.6 tools_4.2.2       hms_1.1.3        
[45] lifecycle_1.0.3   multcomp_1.4-24   munsell_0.5.0     plotrix_3.8-2    
[49] callr_3.7.3       compiler_4.2.2    jquerylib_0.1.4   systemfonts_1.0.4
[53] rlang_1.1.1       grid_4.2.2        rstudioapi_0.14   labeling_0.4.2   
[57] rmarkdown_2.22    gtable_0.3.3      codetools_0.2-19  abind_1.4-5      
[61] R6_2.5.1          zoo_1.8-12        knitr_1.43        fastmap_1.1.1    
[65] utf8_1.2.3        rprojroot_2.0.3   ragg_1.2.5        stringi_1.7.12   
[69] Rcpp_1.0.10       vctrs_0.6.3       tidyselect_1.2.0  xfun_0.39