Last updated: 2025-06-18

Checks: 2 0

Knit directory: ATAC_learning/

This reproducible R Markdown analysis was created with workflowr (version 1.7.1). 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 70791a8. 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:    .RData
    Ignored:    .Rhistory
    Ignored:    .Rproj.user/
    Ignored:    analysis/H3K27ac_integration_noM.Rmd
    Ignored:    data/ACresp_SNP_table.csv
    Ignored:    data/ARR_SNP_table.csv
    Ignored:    data/All_merged_peaks.tsv
    Ignored:    data/CAD_gwas_dataframe.RDS
    Ignored:    data/CTX_SNP_table.csv
    Ignored:    data/Collapsed_expressed_NG_peak_table.csv
    Ignored:    data/DEG_toplist_sep_n45.RDS
    Ignored:    data/FRiP_first_run.txt
    Ignored:    data/Final_four_data/
    Ignored:    data/Frip_1_reads.csv
    Ignored:    data/Frip_2_reads.csv
    Ignored:    data/Frip_3_reads.csv
    Ignored:    data/Frip_4_reads.csv
    Ignored:    data/Frip_5_reads.csv
    Ignored:    data/Frip_6_reads.csv
    Ignored:    data/GO_KEGG_analysis/
    Ignored:    data/HF_SNP_table.csv
    Ignored:    data/Ind1_75DA24h_dedup_peaks.csv
    Ignored:    data/Ind1_TSS_peaks.RDS
    Ignored:    data/Ind1_firstfragment_files.txt
    Ignored:    data/Ind1_fragment_files.txt
    Ignored:    data/Ind1_peaks_list.RDS
    Ignored:    data/Ind1_summary.txt
    Ignored:    data/Ind2_TSS_peaks.RDS
    Ignored:    data/Ind2_fragment_files.txt
    Ignored:    data/Ind2_peaks_list.RDS
    Ignored:    data/Ind2_summary.txt
    Ignored:    data/Ind3_TSS_peaks.RDS
    Ignored:    data/Ind3_fragment_files.txt
    Ignored:    data/Ind3_peaks_list.RDS
    Ignored:    data/Ind3_summary.txt
    Ignored:    data/Ind4_79B24h_dedup_peaks.csv
    Ignored:    data/Ind4_TSS_peaks.RDS
    Ignored:    data/Ind4_V24h_fraglength.txt
    Ignored:    data/Ind4_fragment_files.txt
    Ignored:    data/Ind4_fragment_filesN.txt
    Ignored:    data/Ind4_peaks_list.RDS
    Ignored:    data/Ind4_summary.txt
    Ignored:    data/Ind5_TSS_peaks.RDS
    Ignored:    data/Ind5_fragment_files.txt
    Ignored:    data/Ind5_fragment_filesN.txt
    Ignored:    data/Ind5_peaks_list.RDS
    Ignored:    data/Ind5_summary.txt
    Ignored:    data/Ind6_TSS_peaks.RDS
    Ignored:    data/Ind6_fragment_files.txt
    Ignored:    data/Ind6_peaks_list.RDS
    Ignored:    data/Ind6_summary.txt
    Ignored:    data/Knowles_4.RDS
    Ignored:    data/Knowles_5.RDS
    Ignored:    data/Knowles_6.RDS
    Ignored:    data/LiSiLTDNRe_TE_df.RDS
    Ignored:    data/MI_gwas.RDS
    Ignored:    data/SNP_GWAS_PEAK_MRC_id
    Ignored:    data/SNP_GWAS_PEAK_MRC_id.csv
    Ignored:    data/SNP_gene_cat_list.tsv
    Ignored:    data/SNP_supp_schneider.RDS
    Ignored:    data/TE_info/
    Ignored:    data/TFmapnames.RDS
    Ignored:    data/all_TSSE_scores.RDS
    Ignored:    data/all_four_filtered_counts.txt
    Ignored:    data/aln_run1_results.txt
    Ignored:    data/anno_ind1_DA24h.RDS
    Ignored:    data/anno_ind4_V24h.RDS
    Ignored:    data/annotated_gwas_SNPS.csv
    Ignored:    data/background_n45_he_peaks.RDS
    Ignored:    data/cardiac_muscle_FRIP.csv
    Ignored:    data/cardiomyocyte_FRIP.csv
    Ignored:    data/col_ng_peak.csv
    Ignored:    data/cormotif_full_4_run.RDS
    Ignored:    data/cormotif_full_4_run_he.RDS
    Ignored:    data/cormotif_full_6_run.RDS
    Ignored:    data/cormotif_full_6_run_he.RDS
    Ignored:    data/cormotif_probability_45_list.csv
    Ignored:    data/cormotif_probability_45_list_he.csv
    Ignored:    data/cormotif_probability_all_6_list.csv
    Ignored:    data/cormotif_probability_all_6_list_he.csv
    Ignored:    data/datasave.RDS
    Ignored:    data/embryo_heart_FRIP.csv
    Ignored:    data/enhancer_list_ENCFF126UHK.bed
    Ignored:    data/enhancerdata/
    Ignored:    data/filt_Peaks_efit2.RDS
    Ignored:    data/filt_Peaks_efit2_bl.RDS
    Ignored:    data/filt_Peaks_efit2_n45.RDS
    Ignored:    data/first_Peaksummarycounts.csv
    Ignored:    data/first_run_frag_counts.txt
    Ignored:    data/full_bedfiles/
    Ignored:    data/gene_ref.csv
    Ignored:    data/gwas_1_dataframe.RDS
    Ignored:    data/gwas_2_dataframe.RDS
    Ignored:    data/gwas_3_dataframe.RDS
    Ignored:    data/gwas_4_dataframe.RDS
    Ignored:    data/gwas_5_dataframe.RDS
    Ignored:    data/high_conf_peak_counts.csv
    Ignored:    data/high_conf_peak_counts.txt
    Ignored:    data/high_conf_peaks_bl_counts.txt
    Ignored:    data/high_conf_peaks_counts.txt
    Ignored:    data/hits_files/
    Ignored:    data/hyper_files/
    Ignored:    data/hypo_files/
    Ignored:    data/ind1_DA24hpeaks.RDS
    Ignored:    data/ind1_TSSE.RDS
    Ignored:    data/ind2_TSSE.RDS
    Ignored:    data/ind3_TSSE.RDS
    Ignored:    data/ind4_TSSE.RDS
    Ignored:    data/ind4_V24hpeaks.RDS
    Ignored:    data/ind5_TSSE.RDS
    Ignored:    data/ind6_TSSE.RDS
    Ignored:    data/initial_complete_stats_run1.txt
    Ignored:    data/left_ventricle_FRIP.csv
    Ignored:    data/median_24_lfc.RDS
    Ignored:    data/median_3_lfc.RDS
    Ignored:    data/mergedPeads.gff
    Ignored:    data/mergedPeaks.gff
    Ignored:    data/motif_list_full
    Ignored:    data/motif_list_n45
    Ignored:    data/motif_list_n45.RDS
    Ignored:    data/multiqc_fastqc_run1.txt
    Ignored:    data/multiqc_fastqc_run2.txt
    Ignored:    data/multiqc_genestat_run1.txt
    Ignored:    data/multiqc_genestat_run2.txt
    Ignored:    data/my_hc_filt_counts.RDS
    Ignored:    data/my_hc_filt_counts_n45.RDS
    Ignored:    data/n45_bedfiles/
    Ignored:    data/n45_files
    Ignored:    data/other_papers/
    Ignored:    data/peakAnnoList_1.RDS
    Ignored:    data/peakAnnoList_2.RDS
    Ignored:    data/peakAnnoList_24_full.RDS
    Ignored:    data/peakAnnoList_24_n45.RDS
    Ignored:    data/peakAnnoList_3.RDS
    Ignored:    data/peakAnnoList_3_full.RDS
    Ignored:    data/peakAnnoList_3_n45.RDS
    Ignored:    data/peakAnnoList_4.RDS
    Ignored:    data/peakAnnoList_5.RDS
    Ignored:    data/peakAnnoList_6.RDS
    Ignored:    data/peakAnnoList_Eight.RDS
    Ignored:    data/peakAnnoList_full_motif.RDS
    Ignored:    data/peakAnnoList_n45_motif.RDS
    Ignored:    data/siglist_full.RDS
    Ignored:    data/siglist_n45.RDS
    Ignored:    data/summarized_peaks_dataframe.txt
    Ignored:    data/summary_peakIDandReHeat.csv
    Ignored:    data/test.list.RDS
    Ignored:    data/testnames.txt
    Ignored:    data/toplist_6.RDS
    Ignored:    data/toplist_full.RDS
    Ignored:    data/toplist_full_DAR_6.RDS
    Ignored:    data/toplist_n45.RDS
    Ignored:    data/trimmed_seq_length.csv
    Ignored:    data/unclassified_full_set_peaks.RDS
    Ignored:    data/unclassified_n45_set_peaks.RDS
    Ignored:    data/xstreme/

Untracked files:
    Untracked:  RNA_seq_integration.Rmd
    Untracked:  Rplot.pdf
    Untracked:  Sig_meta
    Untracked:  analysis/.gitignore
    Untracked:  analysis/AC_shared_analysis.Rmd
    Untracked:  analysis/Cormotif_analysis_testing diff.Rmd
    Untracked:  analysis/Diagnosis-tmm.Rmd
    Untracked:  analysis/Expressed_RNA_associations.Rmd
    Untracked:  analysis/GO_analysis_DAR.Rmd
    Untracked:  analysis/Jaspar_motif_DAR.Rmd
    Untracked:  analysis/LFC_corr.Rmd
    Untracked:  analysis/SNP_TAD_peaks.Rmd
    Untracked:  analysis/SVA.Rmd
    Untracked:  analysis/Tan2020.Rmd
    Untracked:  analysis/Top2B_analysis.Rmd
    Untracked:  analysis/making_master_peaks_list.Rmd
    Untracked:  analysis/my_hc_filt_counts.csv
    Untracked:  code/Concatenations_for_export.R
    Untracked:  code/IGV_snapshot_code.R
    Untracked:  code/LongDARlist.R
    Untracked:  code/just_for_Fun.R
    Untracked:  my_plot.pdf
    Untracked:  my_plot.png
    Untracked:  output/cormotif_probability_45_list.csv
    Untracked:  output/cormotif_probability_all_6_list.csv
    Untracked:  setup.RData

Unstaged changes:
    Modified:   ATAC_learning.Rproj
    Modified:   analysis/AF_HF_SNPs.Rmd
    Modified:   analysis/Cardiotox_SNPs.Rmd
    Modified:   analysis/Cormotif_analysis.Rmd
    Modified:   analysis/DEG_analysis.Rmd
    Modified:   analysis/H3K27ac_initial_QC.Rmd
    Modified:   analysis/Jaspar_motif.Rmd
    Modified:   analysis/Jaspar_motif_ff.Rmd
    Modified:   analysis/TE_analysis_norm.Rmd
    Modified:   analysis/final_four_analysis.Rmd

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
Rmd 70791a8 reneeisnowhere 2025-06-18 updates to index
html dcdb038 reneeisnowhere 2025-06-17 Build site.
Rmd 5e2ac5c reneeisnowhere 2025-06-17 updates
html 05f105a reneeisnowhere 2025-06-06 Build site.
Rmd 724bb6d reneeisnowhere 2025-06-06 updates
html 32923d8 reneeisnowhere 2025-05-15 Build site.
Rmd 4d7cfd7 reneeisnowhere 2025-05-15 rearrange page
html b1d1be3 reneeisnowhere 2025-05-12 Build site.
Rmd b20a9c9 reneeisnowhere 2025-05-12 fixed link
html 97e2b26 reneeisnowhere 2025-05-12 Build site.
Rmd 3fa48db reneeisnowhere 2025-05-12 added SNP links
html 76a1111 reneeisnowhere 2025-05-12 Build site.
Rmd 44e802d reneeisnowhere 2025-05-12 updates
html 08acbcb reneeisnowhere 2025-05-08 Build site.
Rmd e13af1b reneeisnowhere 2025-05-08 update link
html e0829b7 reneeisnowhere 2025-05-08 Build site.
Rmd eef8a66 reneeisnowhere 2025-05-08 updates
Rmd b88c6ee reneeisnowhere 2025-05-05 verifying impact
html cfc813a reneeisnowhere 2025-04-30 Build site.
html b32e380 reneeisnowhere 2025-04-02 Build site.
Rmd 188d0e7 reneeisnowhere 2025-04-02 wflow_publish("analysis/index.Rmd")
html 8aa081b reneeisnowhere 2025-04-02 Build site.
Rmd f10aa25 reneeisnowhere 2025-04-02 wflow_publish("analysis/index.Rmd")
html 432765f reneeisnowhere 2025-04-02 Build site.
html 69f5fb2 reneeisnowhere 2025-04-02 Build site.
Rmd fcb65d6 reneeisnowhere 2025-04-02 checking updates
html 99ad889 reneeisnowhere 2025-04-02 Build site.
Rmd 4ef6d7b reneeisnowhere 2025-04-02 updates
html d3e0ace reneeisnowhere 2025-03-20 Build site.
Rmd bdebc6c reneeisnowhere 2025-03-20 updates
html fcc1425 E. Renee Matthews 2025-02-27 Build site.
Rmd a3bf863 E. Renee Matthews 2025-02-27 wflow_publish("analysis/index.Rmd")
Rmd 49a24b6 E. Renee Matthews 2025-02-21 wflow_git_commit("analysis/index.Rmd")
Rmd 4823533 E. Renee Matthews 2025-02-21 wflow_git_commit("analysis/index.Rmd")
html f388fbf E. Renee Matthews 2025-01-29 Build site.
Rmd 7d0a54d E. Renee Matthews 2025-01-29 update
html 7f51492 E. Renee Matthews 2025-01-17 Build site.
Rmd 0358780 E. Renee Matthews 2025-01-17 wflow_publish("analysis/index.Rmd")
html c24d5ac E. Renee Matthews 2025-01-17 Build site.
Rmd 6b92002 E. Renee Matthews 2025-01-17 wflow_publish("analysis/index.Rmd")
html 63ab44a reneeisnowhere 2024-12-10 Build site.
Rmd 78eb286 reneeisnowhere 2024-12-10 new link
html 85f3253 reneeisnowhere 2024-10-24 Build site.
Rmd 8c8cc03 reneeisnowhere 2024-10-24 wflow_publish("analysis/index.Rmd")
html eed9177 reneeisnowhere 2024-10-24 Build site.
Rmd 7d8e85b reneeisnowhere 2024-10-24 wflow_publish("analysis/index.Rmd")
html 52512b0 reneeisnowhere 2024-09-23 Build site.
Rmd 5776dab reneeisnowhere 2024-09-23 adding the updated 8 groups
html 540ab76 reneeisnowhere 2024-06-28 Build site.
Rmd 679773a reneeisnowhere 2024-06-28 updates to pages
html 98d6210 reneeisnowhere 2024-06-11 Build site.
Rmd a143131 reneeisnowhere 2024-06-11 updates with new page
html 6a7f276 reneeisnowhere 2024-06-07 Build site.
Rmd f967b0b reneeisnowhere 2024-06-07 first publish of indexed page
html d4bcff7 reneeisnowhere 2024-05-17 Build site.
Rmd 1957e3b reneeisnowhere 2024-05-17 adding in enhancer link
html af5dd6a reneeisnowhere 2024-05-03 Build site.
Rmd 0485646 reneeisnowhere 2024-05-03 updated commit
html 9b6cbfb reneeisnowhere 2024-05-03 Build site.
Rmd 350dab0 reneeisnowhere 2024-05-03 new pages added
html 8d44ffb reneeisnowhere 2024-04-12 Build site.
Rmd caecf0b reneeisnowhere 2024-04-12 adding new page
html 797179f reneeisnowhere 2024-03-22 Build site.
Rmd 4984c6e reneeisnowhere 2024-03-22 whoops
html 0ef3f68 reneeisnowhere 2024-03-21 Build site.
Rmd 4e59c7a reneeisnowhere 2024-03-21 update to index
html eba65c2 reneeisnowhere 2024-03-21 Build site.
Rmd d455684 reneeisnowhere 2024-03-21 update to index
html 271033e reneeisnowhere 2024-03-19 Build site.
Rmd 2b7231d reneeisnowhere 2024-03-19 new links
html d3f2f79 reneeisnowhere 2024-03-08 Build site.
Rmd 80b583c reneeisnowhere 2024-03-08 adding new page
html 3160347 reneeisnowhere 2024-02-27 Build site.
Rmd e9a7e59 reneeisnowhere 2024-02-27 adding new pages
html 0c3188a reneeisnowhere 2024-01-30 Build site.
Rmd 8e28155 reneeisnowhere 2024-01-30 wflow_publish("analysis/index.Rmd")
html dce7d59 reneeisnowhere 2024-01-30 Build site.
html 55d891a reneeisnowhere 2024-01-30 Build site.
Rmd d3369b4 reneeisnowhere 2024-01-30 added .html
html 3e1d2f6 reneeisnowhere 2024-01-30 Build site.
Rmd 28c2b34 reneeisnowhere 2024-01-30 first updates
html 16f89fc reneeisnowhere 2023-10-16 Build site.
Rmd 0301e92 reneeisnowhere 2023-10-16 making a new project
Rmd 701c573 reneeisnowhere 2023-10-16 Start workflowr project.

Anthracyclines induce global changes in cardiomyocyte chromatin accessibility that overlap with cardiovascular disease loci

Authors: E. Renee Matthews, Raodahtullah O. Abodunrin, John D. Hurley, Jose A. Gutierrez, Michelle C. Ward

Older Analysis pages

Exploratory analysis pages

Looking a transcription factor motifs in response regions

Memesuite xstreme analysis results

Associating regions with RNA-seq data

RNA associations with response regions and GO analysis

Looking at SNPs

Cardiotoxicity-associated SNPs
Utilizes 115 total SNPs obtained from:
Schneider, BP, et al., Genome-Wide Association Study for Anthracycline-Induced Congestive Heart Failure, Clinical Cancer Research, 2017. Link to paper
108 SNPs used

Park, B. et al., Genome-wide association study of genetic variants related to anthracycline-induced cardiotoxicity in early breast cancer, Cancer Science, 2020. Link to paper
7 SNPs used

Atrial Fibrillation and Heart Failure SNPs

Data obtained from GWAS Catalog using the terms atrial fibrillation and heart failure.