TY - JOUR
T1 - DNA methylation and breast cancer-associated variants
AU - Ho, Peh Joo
AU - Dorajoo, Rajkumar
AU - Ivanković, Ivna
AU - Ong, Seeu Si
AU - Khng, Alexis Jiaying
AU - Tan, Benita Kiat Tee
AU - Tan, Veronique Kiak Mien
AU - Lim, Swee Ho
AU - Tan, Ern Yu
AU - Tan, Su Ming
AU - Tan, Qing Ting
AU - Yan, Zhiyan
AU - Ngeow, Joanne
AU - Sim, Yirong
AU - Chan, Patrick
AU - Chuan, Juliana Chen Jia
AU - Chan, Ching Wan
AU - Tang, Siau Wei
AU - Hartman, Mikael
AU - Li, Jingmei
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2021/8
Y1 - 2021/8
N2 - Background: A breast cancer polygenic risk score (PRS) comprising 313 common variants reliably predicts disease risk. We examined possible relationships between genetic variation, regulation, and expression to clarify the molecular alterations associated with these variants. Methods: Genome-wide methylomic variation was quantified (MethylationEPIC) in Asian breast cancer patients (1152 buffy coats from peripheral whole blood). DNA methylation (DNAm) quantitative trait loci (mQTL) mapping was performed for 235 of the 313 variants with minor allele frequencies > 5%. Stability of identified mQTLs (p < 5e-8) across lifetime was examined using a public mQTL database. Identified mQTLs were also mapped to expression quantitative trait loci (eQTLs) in the Genotype-Tissue Expression Project and the eQTLGen Consortium. Results: Breast cancer PRS was not associated with DNAm. A higher proportion of significant cis-mQTLs were observed. Of 822 significant cis-mQTLs (179 unique variants) identified in our dataset, 141 (59 unique variants) were significant (p < 5e-8) in a public mQTL database. Eighty-six percent (121/141) of the matched mQTLs were consistent at multiple time points (birth, childhood, adolescence, pregnancy, middle age, post-diagnosis, or treatment). Ninety-three variants associated with DNAm were also cis-eQTLs (35 variants not genome-wide significant). Multiple loci in the breast cancer PRS are associated with DNAm, contributing to the polygenic nature of the disease. These mQTLs are mostly stable over time. Conclusions: Consistent results from DNAm and expression data may reveal new candidate genes not previously associated with breast cancer.
AB - Background: A breast cancer polygenic risk score (PRS) comprising 313 common variants reliably predicts disease risk. We examined possible relationships between genetic variation, regulation, and expression to clarify the molecular alterations associated with these variants. Methods: Genome-wide methylomic variation was quantified (MethylationEPIC) in Asian breast cancer patients (1152 buffy coats from peripheral whole blood). DNA methylation (DNAm) quantitative trait loci (mQTL) mapping was performed for 235 of the 313 variants with minor allele frequencies > 5%. Stability of identified mQTLs (p < 5e-8) across lifetime was examined using a public mQTL database. Identified mQTLs were also mapped to expression quantitative trait loci (eQTLs) in the Genotype-Tissue Expression Project and the eQTLGen Consortium. Results: Breast cancer PRS was not associated with DNAm. A higher proportion of significant cis-mQTLs were observed. Of 822 significant cis-mQTLs (179 unique variants) identified in our dataset, 141 (59 unique variants) were significant (p < 5e-8) in a public mQTL database. Eighty-six percent (121/141) of the matched mQTLs were consistent at multiple time points (birth, childhood, adolescence, pregnancy, middle age, post-diagnosis, or treatment). Ninety-three variants associated with DNAm were also cis-eQTLs (35 variants not genome-wide significant). Multiple loci in the breast cancer PRS are associated with DNAm, contributing to the polygenic nature of the disease. These mQTLs are mostly stable over time. Conclusions: Consistent results from DNAm and expression data may reveal new candidate genes not previously associated with breast cancer.
KW - Breast cancer
KW - DNA methylation
KW - EPCH-D-20-00089
KW - Genome-wide association study
KW - MethylationEPIC
KW - MQTL
KW - Polygenic risk score
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U2 - 10.1007/s10549-021-06185-9
DO - 10.1007/s10549-021-06185-9
M3 - Article
C2 - 33768416
AN - SCOPUS:85103196859
SN - 0167-6806
VL - 188
SP - 713
EP - 727
JO - Breast Cancer Research and Treatment
JF - Breast Cancer Research and Treatment
IS - 3
ER -