Transcription factor occupancy is affected by genetic variation in the white adipose tissue of C57BL6/j and 129S1/SvImJ mice
Juho MononeniD, Mari TaipaleiD, Marjo MalineniD, Anna–Liisa LevoneniD, Anna‐Kaisa RuotsalaineniD, Luke NortoniD, Sami HeikkineniD
Abstract
Most of the disease associated genetic variants identified in genome wide association studies have been mapped to the non-coding regions of the genome. One of the leading mechanisms by which these variants are thought to affect disease susceptibility is by altering transcription factor (TF) binding. Even though inbred mouse strains have been commonly used to investigate polygenic diseases, less is known on how their genetic differences translate to the level of gene regulation and chromatin landscape. Here, we investigated how genetic variation affects chromatin accessibility, a commonly used proxy for TF binding, and how this relates to gene regulation in the epididymal white adipose tissue (eWAT) of C57BL/6J and 129S1/SvImJ mice fed either chow or high-fat diet. We show that differences in chromatin accessibility are almost exclusively strain-specific and driven by genetic variation. In addition, we integrate ATAC-seq (chromatin accessibility) and H3K27ac ChIP-seq (active regulatory regions) data to show that tissue-specific TFs are commonly found in the active regulatory regions hosting TF binding motif altering variants in eWAT. By incorporating footprint analysis, we also show that TF occupancy is consistent with TF binding motif scores at the genetically altered loci. In addition, we validate these findings by extending the footprint analysis to ATAC-seq and H3K27ac ChIP-seq data obtained from the liver. Also, we employ RNA-seq to show that differentially expressed genes are collocated with differentially accessible regions hosting genetic variants. Overall, our findings highlight the connection between differential chromatin accessibility, TF binding and genetic variation and their role in the gene regulation across metabolically central tissues of a mouse model for polygenic obesity. Author summaryMost of the variants associated with human polygenic disease are outside the protein coding regions of the genome. In this study, we took benefit of the known genetic differences of two inbred mouse strains to investigate the impact of the non-coding genetic variation on the chromatin landscape and the regulation of gene expression in the adipose tissue. Using several complementary sequencing and bioinformatic methods, we show that chromatin accessibility at genetically different transcription factor (TF) binding sites is associated with the strength of the altered TF binding motifs. We also identify the key TFs binding to the regions of genetically determined chromatin accessibility. We further show how the genetic effects propagate to the level of gene expression. Together, these findings give valuable insight into the mechanisms by which genetic variation affects gene regulation and provide future targets for research.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Interplay of cis and trans mechanisms driving transcription factor binding and gene expression evolution
Emily S. W. Wong, Bianca M. Schmitt, … Paul Flicek·Nature CommunicationsPeer-reviewed·Oct 17, 2017
- Integrative QTL analysis of gene expression and chromatin accessibility identifies multi-tissue patterns of genetic regulation
Gregory R. Keele, Bryan C. Quach, … Terrence S. Furey·PLoS GeneticsPeer-reviewed·Jan 21, 2020
- Chromatin variation associated with liver metabolism is mediated by transposable elements
Juan Du, Amy Leung, … Dustin E. Schones·bioRxiv·May 10, 2016
- Tissue context determines the penetrance of regulatory DNA variation
Jessica M. Halow, Rachel Byron, … Matthew T. Maurano·Nature CommunicationsPeer-reviewed·May 14, 2021
- Trans-regulation of heterochromatin underlies genetic variation in 3D genome contacts
Haley J. Fortin, Anna Z Struba, Christopher L. Baker·bioRxiv·Dec 16, 2025
- Genetic determinants of co-accessible chromatin regions in T cell activation across humans
Rachel E. Gate, Christine S. Cheng, … Aviv Regev·Nature GeneticsPeer-reviewed·Jul 6, 2018