Non-coding genetic variants underlying higher prostate cancer risk in men of African ancestry
Prostate cancer (PrCa) incidence and severity vary across ancestries; men of African ancestry (AA) are more likely to be diagnosed and die from PrCa than those of European ancestry (EA). Current polygenic risk scores, even from multi-ancestry GWAS, do not fully capture population-specific genetic mechanisms, especially those mediated by non-coding regulatory single nucleotide polymorphisms (SNPs). Using a deep learning model of prostate enhancers, we identify ~ 2000 SNPs, potentially affecting enhancer function, with higher alternate allele frequency in AA men, that may affect PrCa risk. These SNPs may promote cancer via two mechanisms: increased enhancer activity leading to immune suppression and telomere elongation or decreased activity causing de-differentiation and apoptosis inhibition. Identified SNPs predominantly modulate binding of key transcription factors such as FOX, HOX, and AR - the first was experimentally validated. Incorporating these SNPs into a polygenic risk score improves PrCa risk assessment beyond existing GWAS-identified variants.
Authors
- Sridhar Hannenhalli (ORCID: https://orcid.org/0000-0001-9603-7569)
- Shan Li (ORCID: https://orcid.org/0000-0001-6760-0711)
- Padma Sheila Rajagopal (ORCID: https://orcid.org/0000-0002-0489-0819)
- David Y. Takeda (ORCID: https://orcid.org/0000-0002-5986-1169)
- Dimple Notani (ORCID: https://orcid.org/0000-0002-9460-8070)
- Nirmala SundarRaj
- Arashdeep Singh (ORCID: https://orcid.org/0000-0001-6087-7240)
- Kaniz Fatema (ORCID: https://orcid.org/0009-0002-8552-2846)
Institutions
- National Institutes of Health (US)
- National Centre for Biological Sciences (IN)
- National Cancer Institute (US)
- Center for Cancer Research (US)
Publication Details
- Journal
- Nature Communications
- Published
- 2025-11-20
- DOI
- https://doi.org/10.1038/s41467-025-64631-4
- Primary Topic
- Prostate Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health
- National Cancer Institute