Abstract 6258: Age at menopause, epigenetic aging, and cancer risk: A secondary analysis of the PLCO Trial.

Abstract Background: Our previous studies have linked early menopause (early-M, <45 years) with increased risks of lung-related morbidities and mortalities. However, its relationship with other cancer types and the underlying biological and causal mechanisms remains unclear. Aim: To conduct a secondary analysis evaluating the associations between early-M and blood-based epigenetic aging biomarkers, and cancer risks and mortalities using the prospective Prostate, Lung, Colorectal, and Ovarian (PLCO) cancer screening trial. Methods: Genome-wide DNA methylation (DNAm) profiles were available from baseline blood samples in 1,517 PLCO participants who subsequently developed breast cancer or who remained cancer-free. Epigenetic age acceleration was estimated using four established DNAm clocks, HorvathAge, HannumAge, PhenoAge, and GrimAge, as well as DNAm-based telomere length. An epigenome-wide association study (EWAS) was performed followed by pathway enrichment analysis and exploratory analyses integrating immune marker data. For cancer risk and mortality analyses, we included all postmenopausal women of European ancestry with natural menopause from the full PLCO cohort with genotype and phenotype data available (n = 31,022). A polygenic risk score (PRS) for age at natural menopause was constructed using 154 genetic variants identified from the NHGRI-EBI GWAS Catalog, after quality control based on imputation quality, minor allele frequency, Hardy-Weinberg equilibrium, linkage disequilibrium, and ambiguity filtering. The associations between this PRS and cancer incidences and mortalities were modeled using Cox proportional hazards regression. Results: Phenotypic early-M was associated with higher GrimAge acceleration (0.57 years, 95%CI=0.04, 1.10) in the 1,517 PLCO participants. EWAS and pathway analyses identified CpG sites enriched in estrogen response and immune regulation pathways, consistent with immune marker profiling that revealed upregulation of immune-related proteins among women with early-M. In the full trial, genetically predicted younger age at natural menopause (per 1 SD change) was associated with lower risks of breast cancer incidence (HR=0.14, 95%CI=0,12, 0.16) and longer survival (HR=0.27, 95%CI=0.19. 0.40), and lower risk for incidence of ovarian (HR=0.07, 95%CI=0.04, 0.11) and lung (HR=0.30, 95%CI=0.17, 0.50) cancers. In contrast, a higher incidence of bladder cancer (HR=3.34, 95%CI=1.05, 10.61) was observed. No significant associations were found for colon, melanoma, or hematologic malignancies. Conclusion: Early-M is associated with accelerated biological aging and distinct immune and hormonal regulatory patterns, with the potential to contribute to heterogeneous cancer risk profiles across cancer types. Citation Format: Tiffany Y. Pei, Ting Zhai, Jinyoung Byun, Vernon S. Pankratz, Shuguang Leng. Age at menopause, epigenetic aging, and cancer risk: A secondary analysis of the PLCO Trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 6258.

Authors

Institutions

Publication Details

Journal
Cancer Research
Published
2026-04-03
DOI
https://doi.org/10.1158/1538-7445.am2026-6258
Primary Topic
Epigenetics and DNA Methylation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Abstract 6258: Age at menopause, epigenetic aging, and cancer risk: A secondary analysis of the PLCO Trial.

Jinyoung Byun, V. Shane Pankratz, Ting Zhai, Shuguang Leng et al.
Cancer Research
Epigenetics and DNA Methylation
article

Abstract 6258: Age at menopause, epigenetic aging, and cancer risk: A secondary analysis of the PLCO Trial.

Jinyoung Byun, V. Shane Pankratz, Ting Zhai, Shuguang Leng, Tiffany Y. Pei
article en

Abstract

Abstract Background: Our previous studies have linked early menopause (early-M, <45 years) with increased risks of lung-related morbidities and mortalities. However, its relationship with other cancer types and the underlying biological and causal mechanisms remains unclear. Aim: To conduct a secondary analysis evaluating the associations between early-M and blood-based epigenetic aging biomarkers, and cancer risks and mortalities using the prospective Prostate, Lung, Colorectal, and Ovarian (PLCO) cancer screening trial. Methods: Genome-wide DNA methylation (DNAm) profiles were available from baseline blood samples in 1,517 PLCO participants who subsequently developed breast cancer or who remained cancer-free. Epigenetic age acceleration was estimated using four established DNAm clocks, HorvathAge, HannumAge, PhenoAge, and GrimAge, as well as DNAm-based telomere length. An epigenome-wide association study (EWAS) was performed followed by pathway enrichment analysis and exploratory analyses integrating immune marker data. For cancer risk and mortality analyses, we included all postmenopausal women of European ancestry with natural menopause from the full PLCO cohort with genotype and phenotype data available (n = 31,022). A polygenic risk score (PRS) for age at natural menopause was constructed using 154 genetic variants identified from the NHGRI-EBI GWAS Catalog, after quality control based on imputation quality, minor allele frequency, Hardy-Weinberg equilibrium, linkage disequilibrium, and ambiguity filtering. The associations between this PRS and cancer incidences and mortalities were modeled using Cox proportional hazards regression. Results: Phenotypic early-M was associated with higher GrimAge acceleration (0.57 years, 95%CI=0.04, 1.10) in the 1,517 PLCO participants. EWAS and pathway analyses identified CpG sites enriched in estrogen response and immune regulation pathways, consistent with immune marker profiling that revealed upregulation of immune-related proteins among women with early-M. In the full trial, genetically predicted younger age at natural menopause (per 1 SD change) was associated with lower risks of breast cancer incidence (HR=0.14, 95%CI=0,12, 0.16) and longer survival (HR=0.27, 95%CI=0.19. 0.40), and lower risk for incidence of ovarian (HR=0.07, 95%CI=0.04, 0.11) and lung (HR=0.30, 95%CI=0.17, 0.50) cancers. In contrast, a higher incidence of bladder cancer (HR=3.34, 95%CI=1.05, 10.61) was observed. No significant associations were found for colon, melanoma, or hematologic malignancies. Conclusion: Early-M is associated with accelerated biological aging and distinct immune and hormonal regulatory patterns, with the potential to contribute to heterogeneous cancer risk profiles across cancer types. Citation Format: Tiffany Y. Pei, Ting Zhai, Jinyoung Byun, Vernon S. Pankratz, Shuguang Leng. Age at menopause, epigenetic aging, and cancer risk: A secondary analysis of the PLCO Trial [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 6258.

Cancer ResearchVol. 86(7_Supplement)
University of New Mexico (US)
Good health and well-being
Openalex Percentile: Top 7%
Epigenetics and DNA Methylation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.