bioRxivCancer Biology
Allele-specific epigenetic activity in prostate cancer and normal prostate tissue implicates prostate cancer risk mechanisms
A. Shetty, J.-H. Seo, C. A. Bell, E. P. O'Connor, M. Pomerantz, M. L. Freedman, A. Gusev
Abstract
BackgroundGenome-wide association studies of prostate cancer have identified >250 significant risk loci, but the causal variants and mechanisms for these loci remain largely unknown. Here, we sought to identify and characterize risk harboring regulatory elements by integrating epigenomes from primary prostate tumor and normal tissues of 27 patients across the H3K27ac, H3K4me3, and H3K4me2 histone marks and FOXA1 and HOXB13 transcription factors. ResultsWe identified 7,371 peaks with significant allele-specificity (asQTL peaks). Showcasing their relevance to prostate cancer risk, H3K27ac T-asQTL peaks were the single annotation most enriched for prostate cancer GWAS heritability (40x), significantly higher than corresponding non-asQTL H3K27ac peaks (14x) or coding regions (14x). Surprisingly, fine-mapped GWAS risk variants were most significantly enriched for asQTL peaks observed in tumors, including asQTL peaks that were differentially imbalanced with respect to tumor-normal states. These data pinpointed putative causal regulatory elements at 20 GWAS loci, of which 11 were detected only in the tumor samples. More broadly, tumor-specific asQTLs were enriched for expression QTLs in benign tissues as well as accessible regions found in stem cells, supporting a hypothesis where some germline variants become reactivated during/after transformation and can be captured by epigenomic profiling of the tumor. ConclusionOur study demonstrates the power of allele-specificity in chromatin signals to uncover GWAS mechanisms, highlights the relevance of tumor-specific regulation in the context of cancer risk, and prioritizes multiple loci for experimental follow-up.
- organism: human
- assay: ChIP-seq
- research focus: gene regulatory network inference
- approach: statistical model
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
- Genetic determinants of chromatin reveal prostate cancer risk mediated by context-dependent gene regulation
Sylvan C. Baca, Cassandra Singler, … Matthew L. Freedman·Nature GeneticsPeer-reviewed·Sep 1, 2022
- H3k27ac-HiChIP in prostate cell lines identifies risk genes for prostate cancer susceptibility
Claudia Giambartolomei, Ji-Heui Seo, … Matthew L. Freedman·The American Journal of Human GeneticsPeer-reviewed·Nov 24, 2021
- Extensive germline-somatic interplay drives prostate cancer through HNF1B co-option of TMPRSS2-ERG
N. Giannareas, Q. Zhang, … G.-H. Wei·bioRxiv·Sep 2, 2021
- Large-scale transcriptome-wide association study identifies new prostate cancer risk regions
Nicholas Mancuso, Simon A. Gayther, … Peter Kraft·Nature CommunicationsPeer-reviewed·Sep 28, 2018
- Germline determinants of the prostate tumor genome
K. E. Houlahan, J. Yuan, … P. C. Boutros·bioRxiv·Nov 16, 2022
- RFX6 at locus 6q22 confers metastasis and drug resistance in prostate cancer