Polygenic risk score-based prediction of breast cancer risk in Taiwanese women with dense breast using a retrospective cohort study

被引:0
|
作者
Hung, Chih-Chiang [1 ,2 ,3 ]
Moi, Sin-Hua [4 ,5 ,6 ]
Huang, Hsin-, I [7 ,8 ]
Hsiao, Tzu-Hung [9 ,10 ,11 ]
Huang, Chi-Cheng [12 ,13 ]
机构
[1] Taichung Vet Gen Hosp, Dept Surg, Div Breast Surg, Taichung 407, Taiwan
[2] Hung Kuang Univ, Coll Human Sci & Social Innovat, Dept Appl Cosmetol, Taichung 433, Taiwan
[3] Natl Chung Hsing Univ, Coll Life Sci, Taichung 402, Taiwan
[4] Kaohsiung Med Univ, Grad Inst Clin Med, Coll Med, Kaohsiung 807, Taiwan
[5] Kaohsiung Med Univ, Res Ctr Precis Environm Med, Kaohsiung 807, Taiwan
[6] Kaohsiung Med Univ, Kaohsiung Med Univ Hosp, Dept Med Res, Kaohsiung 807, Taiwan
[7] Natl Sun Yat Sen Univ, Dept Informat Management, Kaohsiung 804, Taiwan
[8] Int Integrated Syst INC, Kaohsiung 806, Taiwan
[9] Taichung Vet Gen Hosp, Dept Med Res, 1650 Taiwan Blvd Sect 4, Taichung 407219, Taiwan
[10] Fu Jen Catholic Univ, Dept Publ Hlth, New Taipei City 242, Taiwan
[11] Natl Chung Hsing Univ, Inst Genom & Bioinformat, Taichung 402, Taiwan
[12] Taipei Vet Gen Hosp, Dept Surg, Div Breast Surg, Taipei 112, Taiwan
[13] Natl Taiwan Univ, Inst Epidemiol & Prevent Med, Coll Publ Hlth, 17,Xuzhou Rd, Taipei City 100, Taiwan
关键词
Breast cancer; Dense breast; Polygenic risk score; Genotyping; Precision screening;
D O I
10.1038/s41598-024-55976-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Mammographic screening has contributed to a significant reduction in breast cancer mortality. Several studies have highlighted the correlation between breast density, as detected through mammography, and a higher likelihood of developing breast cancer. A polygenic risk score (PRS) is a numerical score that is calculated based on an individual's genetic information. This study aims to explore the potential roles of PRS as candidate markers for breast cancer development and investigate the genetic profiles associated with clinical characteristics in Asian females with dense breasts. This is a retrospective cohort study integrated breast cancer screening, population genotyping, and cancer registry database. The PRSs of the study cohort were estimated using genotyping data of 77 single nucleotide polymorphisms based on the PGS000001 Catalog. A subgroup analysis was conducted for females without breast symptoms. Breast cancer patients constituted a higher proportion of individuals in PRS Q4 (37.8% vs. 24.8% in controls). Among dense breast patients with no symptoms, the high PRS group (Q4) consistently showed a significantly elevated breast cancer risk compared to the low PRS group (Q1-Q3) in both univariate (OR = 2.25, 95% CI 1.43-3.50, P < 0.001) and multivariate analyses (OR: 2.23; 95% CI 1.41-3.48, P < 0.001). The study was extended to predict breast cancer risk using common low-penetrance risk variants in a PRS model, which could be integrated into personalized screening strategies for Taiwanese females with dense breasts without prominent symptoms.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Polygenic risk score-based prediction of breast cancer risk in Taiwanese women with dense breast using a retrospective cohort study
    Chih-Chiang Hung
    Sin-Hua Moi
    Hsin-I Huang
    Tzu-Hung Hsiao
    Chi-Cheng Huang
    Scientific Reports, 14
  • [2] Breast cancer risk prediction performance of polygenic risk score in Taiwanese female with dense breast: A nested case-control study
    Lum, Chih Yean
    Hung, Chih Chiang
    Huang, Chi-Cheng
    Hsiao, Tzu-Hung
    Moi, Sin-Hua
    CANCER RESEARCH, 2024, 84 (09)
  • [3] Utilizing polygenic risk score for breast cancer risk prediction in a Taiwanese population
    Lin, Yi-Hsuan
    Hung, Chih-Chiang
    Lin, Guan-Cheng
    Tsai, I. -Chen
    Lum, Chih Yean
    Hsiao, Tzu-Hung
    CANCER EPIDEMIOLOGY, 2025, 94
  • [4] A polygenic risk score for breast cancer risk in a Taiwanese population
    Yi-Chen Hsieh
    Shih-Hsin Tu
    Chien-Tien Su
    Er-Chieh Cho
    Chih-Hsiung Wu
    Mao-Chih Hsieh
    Shiyng-Yu Lin
    Yun-Ru Liu
    Chin-Sheng Hung
    Hung-Yi Chiou
    Breast Cancer Research and Treatment, 2017, 163 : 131 - 138
  • [5] A polygenic risk score for breast cancer risk in a Taiwanese population
    Hsieh, Yi-Chen
    Tu, Shih-Hsin
    Su, Chien-Tien
    Cho, Er-Chieh
    Wu, Chih-Hsiung
    Hsieh, Mao-Chih
    Lin, Shiyng-Yu
    Liu, Yun-Ru
    Hung, Chin-Sheng
    Chiou, Hung-Yi
    BREAST CANCER RESEARCH AND TREATMENT, 2017, 163 (01) : 131 - 138
  • [6] An Improved Polygenic Risk Score for Risk Prediction in Breast Cancer
    Mavaddat, Nasim
    Michailidou, Kyriaki
    Kraft, Peter
    Garcia-Closas, Montserrat
    Simard, Jacques
    Easton, Douglas F.
    GENETIC EPIDEMIOLOGY, 2017, 41 (07) : 680 - 681
  • [7] Breast cancer risk prediction using a clinical risk model and polygenic risk score
    Shieh, Yiwey
    Hu, Donglei
    Ma, Lin
    Huntsman, Scott
    Gard, Charlotte C.
    Leung, Jessica W. T.
    Tice, Jeffrey A.
    Vachon, Celine M.
    Cummings, Steven R.
    Kerlikowske, Karla
    Ziv, Elad
    BREAST CANCER RESEARCH AND TREATMENT, 2016, 159 (03) : 513 - 525
  • [8] Breast cancer risk prediction using a clinical risk model and polygenic risk score
    Yiwey Shieh
    Donglei Hu
    Lin Ma
    Scott Huntsman
    Charlotte C. Gard
    Jessica W. T. Leung
    Jeffrey A. Tice
    Celine M. Vachon
    Steven R. Cummings
    Karla Kerlikowske
    Elad Ziv
    Breast Cancer Research and Treatment, 2016, 159 : 513 - 525
  • [9] Alcohol Consumption Does not Modify the Polygenic Risk Score-Based Genetic Risk of Breast Cancer in Postmenopausal Women: Atherosclerosis Risk in Communities Study
    Zhang, Minghui
    Ru, Meng
    Zhang, Jingning
    Wang, Ziqiao
    Lu, Jiayun
    Butler, Kenneth R.
    Chatterjee, Nilanjan
    Couper, David J.
    Prizment, Anna E.
    Soori, Mehrnoosh M.
    Visvanathan, Kala
    Zahnow, Cynthia A.
    Joshu, Corinne E.
    Platz, Elizabeth A.
    CANCER PREVENTION RESEARCH, 2025, 18 (02) : 73 - 83
  • [10] BREAST CANCER RISK PREDICTION USING A COMBINED CLINICAL RISK CALCULATOR AND POLYGENIC RISK SCORE
    Shieh, Yiwey
    Hu, Donglei
    Ma, Lin
    Gard, Charlotte C.
    Leung, Jessica
    Tice, Jeffrey A.
    Vachon, Celine M.
    Cummings, Steven R.
    Kerlikowske, Karla
    Ziv, Elad
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2016, 31 : S141 - S141