Last updated: 2026-07-27
Checks: 2 0
Knit directory:
immgenT-GP-analysis/analysis/
This reproducible R Markdown analysis was created with workflowr (version 1.7.2). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.
Great! Since the R Markdown file has been committed to the Git repository, you know the exact version of the code that produced these results.
Great! You are using Git for version control. Tracking code development and connecting the code version to the results is critical for reproducibility.
The results in this page were generated with repository version ea3ecc2. See the Past versions tab to see a history of the changes made to the R Markdown and HTML files.
Note that you need to be careful to ensure that all relevant files for
the analysis have been committed to Git prior to generating the results
(you can use wflow_publish or
wflow_git_commit). workflowr only checks the R Markdown
file, but you know if there are other scripts or data files that it
depends on. Below is the status of the Git repository when the results
were generated:
Ignored files:
Ignored: .DS_Store
Ignored: .claude/
Ignored: analysis/.DS_Store
Ignored: analysis/.Rhistory
Ignored: analysis/assets/.DS_Store
Ignored: code/.DS_Store
Ignored: code/other/topic_flashier_20250212.R
Ignored: code/other/topic_wrapper_20250215_alldata_backfit.sh
Ignored: data
Ignored: experiments/
Ignored: figures/.DS_Store
Ignored: figures/Previous/.DS_Store
Ignored: figures/Previous/bits/.DS_Store
Ignored: figures/Previous/bits/Figure 1/.DS_Store
Ignored: figures/Previous/bits/Figure 2/.DS_Store
Ignored: figures/Previous/bits/Figure 3/.DS_Store
Ignored: figures/Previous/bits/Figure 4/.DS_Store
Ignored: figures/Previous/bits/Figure 6/.DS_Store
Ignored: figures/Previous/bits/Figure 7/.DS_Store
Ignored: figures/Previous/bits/Figure S1/.DS_Store
Ignored: figures/Previous/bits/Figure S2/.DS_Store
Ignored: figures/Previous/bits/Figure S3/.DS_Store
Ignored: figures/Previous/bits/Figure S6/.DS_Store
Ignored: figures/Previous/bits/Figure S7/.DS_Store
Ignored: figures/final-selected/.DS_Store
Ignored: figures/final-selected/Figure 1/.DS_Store
Ignored: figures/final-selected/Figure 2/.DS_Store
Ignored: figures/final-selected/Figure S4/.DS_Store
Ignored: log/
Ignored: output/Figure2/
Ignored: output/FigureS5/S5_cell_metadata.csv.gz
Ignored: plan/
Ignored: reorder/
Ignored: tables/
Ignored: tmp/
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.
These are the previous versions of the repository in which changes were
made to the R Markdown (analysis/index.Rmd) and HTML
(docs/index.html) files. If you’ve configured a remote Git
repository (see ?wflow_git_remote), click on the hyperlinks
in the table below to view the files as they were in that past version.
| File | Version | Author | Date | Message |
|---|---|---|---|---|
| html | 5b19858 | Ziang Zhang | 2026-07-27 | Build site. |
| html | 9862b6d | Ziang Zhang | 2026-07-23 | Build site. |
| Rmd | 98d2924 | Ziang Zhang | 2026-07-23 | Reword Figure S5 page for a publication audience |
| html | 9398c72 | Ziang Zhang | 2026-07-23 | Publish Figure S5 workflowr page |
| Rmd | b9f4f58 | Ziang Zhang | 2026-07-23 | Add Figure S5: EBMF vs matched-RQVI level2-cluster comparison |
| Rmd | b197499 | Ziang Zhang | 2026-07-16 | Restructure main figures (renumber + split Figure 1) |
| html | b197499 | Ziang Zhang | 2026-07-16 | Restructure main figures (renumber + split Figure 1) |
| Rmd | f0c481d | Ziang Zhang | 2026-07-14 | Document CITE-seq fixed-loading EBMF workflow |
| html | f0c481d | Ziang Zhang | 2026-07-14 | Document CITE-seq fixed-loading EBMF workflow |
| Rmd | c344aaa | Ziang Zhang | 2026-07-13 | Add Figure S4 mean-loading heatmaps |
| html | c344aaa | Ziang Zhang | 2026-07-13 | Add Figure S4 mean-loading heatmaps |
| Rmd | cba8dd4 | Ziang Zhang | 2026-07-12 | Add Methods page: Flashier matrix factorization |
| html | cba8dd4 | Ziang Zhang | 2026-07-12 | Add Methods page: Flashier matrix factorization |
| html | c5cbc77 | Ziang Zhang | 2026-07-08 | Build site. |
| Rmd | fb8c855 | Ziang Zhang | 2026-07-08 | Add Extended Data Table 8: comprehensive gene signature matrix (long + wide) |
| html | 92d1365 | Ziang Zhang | 2026-07-05 | Build site. |
| Rmd | d07f797 | Ziang Zhang | 2026-07-05 | Replace Table S1/S2/S3 with 7 fully-reproducible Extended Data Tables |
| html | 92021bf | Ziang Zhang | 2026-07-02 | Build site. |
| html | 827c89b | Ziang Zhang | 2026-07-02 | Build site. |
| Rmd | f9db962 | Ziang Zhang | 2026-07-02 | Simplify layout: drop old code/script folders, rename |
| html | c6e5086 | Ziang Zhang | 2026-07-02 | Build site. |
| html | 5a79883 | Ziang Zhang | 2026-07-02 | Build site. |
| Rmd | 2b0e445 | Ziang Zhang | 2026-07-02 | Fix GitHub source links to point at the new |
| html | cf1d0ac | Ziang Zhang | 2026-07-02 | Build site. |
| Rmd | 06b2461 | Ziang Zhang | 2026-07-02 | Initial commit: immgenT-GP-analysis |
| html | 06b2461 | Ziang Zhang | 2026-07-02 | Initial commit: immgenT-GP-analysis |
This site documents the gene program (GP) factorization analysis of the ImmGen-T single-cell RNA-seq/CITE-seq data: ~200 GPs learned by empirical Bayes matrix factorization (EBMF), and how they relate to cell lineage, tissue, activation state, transcription factors, and surface protein expression.
Each page below covers one published figure: for every panel, the R code that produced it, the figure itself, and a short caption explaining what it shows.