Last updated: 2025-08-12
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Knit directory: ATAC_learning/
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Code and analysis used for paper:
Immunofluorecence
of gamma-H2A.X
Contains macros used to obtain nuclei ROIs and check for positive
staining using imageJ.
Quality Checks on Reads and Peaks for ATAC data Also describes how the master peak list was created.
Feature counts matrix analysis
Differential accessibility analysis of ATAC data Incorporates differentially expressed genes from Matthews, et al., 2024.
Integration of TOP2B regions Also does permutation test of adult left ventricle heart ATAC data from ENCSR204PZT, (the ENCF966JZT file) and presents expression data from several genes of interest from later in the paper.
Analysis of TSS and CpG islands enrichment
Enrichment
of cis Regulatory Elements
Uses data from the SCREEN website
ALL genomic feature enrichment with multiple testing correction
H3K27ac CUT&Tag QC metrics and Differential acetylation analysis
H3K27ac integration with ATAC and RNA data
MEMEsuite xstreme motif enrichment results
GO:BP and KEGG pathway analysis of DEG-associated DARs
Cardiotoxicity
associated SNP analysis Utilizes 108 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
This data also uses TADs obtained from https://3dgenome.fsm.northwestern.edu/publications.html.
We used the regions generated for Heart, left ventricle data from Leung,
et al., Nature, 2015.
GWAS AF, HF, CAD, and IHD SNP analysis Log2 Fold change of regions overlapping AF, HF, CAD, and IHD SNPs
Additional pages of analysis for DAR heatmaps in Supplemental data
Examination of Peak meta-data characteristics
GO/KEGG analysis of associated RNA-expressed genes to close regions by cluster
Looking at enhancers and peaks)
Jaspar motif analysis (in progress)
Investigating H3K27ac in a subset of samples
Additional
plots of long Figure 6 and
Figure
6 iterations
Figure
7 iterations