European polygenic risk score for prediction of breast cancer shows similar performance in Asian women

Polygenic risk scores (PRS) have been shown to predict breast cancer risk in European women, but their utility in Asian women is unclear. Here we evaluate the best performing PRSs for European-ancestry women using data from 17,262 breast cancer cases and 17,695 controls of Asian ancestry from 13 cas...

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Main Authors: Ho, Weang-Kee, Tan, Min-Min, Mavaddat, Nasim, Tai, Mei-Chee, Mariapun, Shivaani, Li, Jingmei, Ho, Peh-Joo, Dennis, Joe, Tyrer, Jonathan P., Bolla, Manjeet K., Michailidou, Kyriaki, Wang, Qin, Kang, Daehee, Choi, Ji-Yeob, Jamaris, Suniza, Shu, Xiao-Ou, Yoon, Sook-Yee, Park, Sue K., Kim, Sung-Won, Shen, Chen-Yang, Yu, Jyh-Cherng, Tan, Ern Yu, Chan, Patrick Mun Yew, Muir, Kenneth, Lophatananon, Artitaya, Wu, Anna H., Stram, Daniel O., Matsuo, Keitaro, Ito, Hidemi, Chan, Ching Wan, Ngeow, Joanne, Yong, Wei Sean, Lim, Swee Ho, Lim, Geok Hoon, Kwong, Ava, Chan, Tsun L., Tan, Su Ming, Seah, Jaime, John, Esther M., Kurian, Allison W., Koh, Woon-Puay, Khor, Chiea Chuen, Iwasaki, Motoki, Yamaji, Taiki, Tan, Kiak Mien Veronique, Tan, Kiat Tee Benita, Spinelli, John J., Aronson, Kristan J., Hasan, Siti Norhidayu, Rahmat, Kartini, Vijayananthan, Anushya, Sim, Xueling, Pharoah, Paul D. P., Zheng, Wei, Dunning, Alison M., Simard, Jacques, van Dam, Rob Martinus, Yip, Cheng-Har, Taib, Nur Aishah Mohd, Hartman, Mikael, Easton, Douglas F., Teo, Soo-Hwang, Antoniou, Antonis C.
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Published: Nature Research 2020
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Online Access:http://eprints.um.edu.my/36531/
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spelling my.um.eprints.365312024-10-28T13:37:26Z http://eprints.um.edu.my/36531/ European polygenic risk score for prediction of breast cancer shows similar performance in Asian women Ho, Weang-Kee Tan, Min-Min Mavaddat, Nasim Tai, Mei-Chee Mariapun, Shivaani Li, Jingmei Ho, Peh-Joo Dennis, Joe Tyrer, Jonathan P. Bolla, Manjeet K. Michailidou, Kyriaki Wang, Qin Kang, Daehee Choi, Ji-Yeob Jamaris, Suniza Shu, Xiao-Ou Yoon, Sook-Yee Park, Sue K. Kim, Sung-Won Shen, Chen-Yang Yu, Jyh-Cherng Tan, Ern Yu Chan, Patrick Mun Yew Muir, Kenneth Lophatananon, Artitaya Wu, Anna H. Stram, Daniel O. Matsuo, Keitaro Ito, Hidemi Chan, Ching Wan Ngeow, Joanne Yong, Wei Sean Lim, Swee Ho Lim, Geok Hoon Kwong, Ava Chan, Tsun L. Tan, Su Ming Seah, Jaime John, Esther M. Kurian, Allison W. Koh, Woon-Puay Khor, Chiea Chuen Iwasaki, Motoki Yamaji, Taiki Tan, Kiak Mien Veronique Tan, Kiat Tee Benita Spinelli, John J. Aronson, Kristan J. Hasan, Siti Norhidayu Rahmat, Kartini Vijayananthan, Anushya Sim, Xueling Pharoah, Paul D. P. Zheng, Wei Dunning, Alison M. Simard, Jacques van Dam, Rob Martinus Yip, Cheng-Har Taib, Nur Aishah Mohd Hartman, Mikael Easton, Douglas F. Teo, Soo-Hwang Antoniou, Antonis C. RC0254 Neoplasms. Tumors. Oncology (including Cancer) Polygenic risk scores (PRS) have been shown to predict breast cancer risk in European women, but their utility in Asian women is unclear. Here we evaluate the best performing PRSs for European-ancestry women using data from 17,262 breast cancer cases and 17,695 controls of Asian ancestry from 13 case-control studies, and 10,255 Chinese women from a prospective cohort (413 incident breast cancers). Compared to women in the middle quintile of the risk distribution, women in the highest 1% of PRS distribution have a similar to 2.7-fold risk and women in the lowest 1% of PRS distribution has similar to 0.4-fold risk of developing breast cancer. There is no evidence of heterogeneity in PRS performance in Chinese, Malay and Indian women. A PRS developed for European-ancestry women is also predictive of breast cancer risk in Asian women and can help in developing risk-stratified screening programmes in Asia. Nature Research 2020-07 Article PeerReviewed Ho, Weang-Kee and Tan, Min-Min and Mavaddat, Nasim and Tai, Mei-Chee and Mariapun, Shivaani and Li, Jingmei and Ho, Peh-Joo and Dennis, Joe and Tyrer, Jonathan P. and Bolla, Manjeet K. and Michailidou, Kyriaki and Wang, Qin and Kang, Daehee and Choi, Ji-Yeob and Jamaris, Suniza and Shu, Xiao-Ou and Yoon, Sook-Yee and Park, Sue K. and Kim, Sung-Won and Shen, Chen-Yang and Yu, Jyh-Cherng and Tan, Ern Yu and Chan, Patrick Mun Yew and Muir, Kenneth and Lophatananon, Artitaya and Wu, Anna H. and Stram, Daniel O. and Matsuo, Keitaro and Ito, Hidemi and Chan, Ching Wan and Ngeow, Joanne and Yong, Wei Sean and Lim, Swee Ho and Lim, Geok Hoon and Kwong, Ava and Chan, Tsun L. and Tan, Su Ming and Seah, Jaime and John, Esther M. and Kurian, Allison W. and Koh, Woon-Puay and Khor, Chiea Chuen and Iwasaki, Motoki and Yamaji, Taiki and Tan, Kiak Mien Veronique and Tan, Kiat Tee Benita and Spinelli, John J. and Aronson, Kristan J. and Hasan, Siti Norhidayu and Rahmat, Kartini and Vijayananthan, Anushya and Sim, Xueling and Pharoah, Paul D. P. and Zheng, Wei and Dunning, Alison M. and Simard, Jacques and van Dam, Rob Martinus and Yip, Cheng-Har and Taib, Nur Aishah Mohd and Hartman, Mikael and Easton, Douglas F. and Teo, Soo-Hwang and Antoniou, Antonis C. (2020) European polygenic risk score for prediction of breast cancer shows similar performance in Asian women. Nature Communications, 11 (1). ISSN 20411723, DOI https://doi.org/10.1038/s41467-020-17680-w <https://doi.org/10.1038/s41467-020-17680-w>. 10.1038/s41467-020-17680-w
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic RC0254 Neoplasms. Tumors. Oncology (including Cancer)
spellingShingle RC0254 Neoplasms. Tumors. Oncology (including Cancer)
Ho, Weang-Kee
Tan, Min-Min
Mavaddat, Nasim
Tai, Mei-Chee
Mariapun, Shivaani
Li, Jingmei
Ho, Peh-Joo
Dennis, Joe
Tyrer, Jonathan P.
Bolla, Manjeet K.
Michailidou, Kyriaki
Wang, Qin
Kang, Daehee
Choi, Ji-Yeob
Jamaris, Suniza
Shu, Xiao-Ou
Yoon, Sook-Yee
Park, Sue K.
Kim, Sung-Won
Shen, Chen-Yang
Yu, Jyh-Cherng
Tan, Ern Yu
Chan, Patrick Mun Yew
Muir, Kenneth
Lophatananon, Artitaya
Wu, Anna H.
Stram, Daniel O.
Matsuo, Keitaro
Ito, Hidemi
Chan, Ching Wan
Ngeow, Joanne
Yong, Wei Sean
Lim, Swee Ho
Lim, Geok Hoon
Kwong, Ava
Chan, Tsun L.
Tan, Su Ming
Seah, Jaime
John, Esther M.
Kurian, Allison W.
Koh, Woon-Puay
Khor, Chiea Chuen
Iwasaki, Motoki
Yamaji, Taiki
Tan, Kiak Mien Veronique
Tan, Kiat Tee Benita
Spinelli, John J.
Aronson, Kristan J.
Hasan, Siti Norhidayu
Rahmat, Kartini
Vijayananthan, Anushya
Sim, Xueling
Pharoah, Paul D. P.
Zheng, Wei
Dunning, Alison M.
Simard, Jacques
van Dam, Rob Martinus
Yip, Cheng-Har
Taib, Nur Aishah Mohd
Hartman, Mikael
Easton, Douglas F.
Teo, Soo-Hwang
Antoniou, Antonis C.
European polygenic risk score for prediction of breast cancer shows similar performance in Asian women
description Polygenic risk scores (PRS) have been shown to predict breast cancer risk in European women, but their utility in Asian women is unclear. Here we evaluate the best performing PRSs for European-ancestry women using data from 17,262 breast cancer cases and 17,695 controls of Asian ancestry from 13 case-control studies, and 10,255 Chinese women from a prospective cohort (413 incident breast cancers). Compared to women in the middle quintile of the risk distribution, women in the highest 1% of PRS distribution have a similar to 2.7-fold risk and women in the lowest 1% of PRS distribution has similar to 0.4-fold risk of developing breast cancer. There is no evidence of heterogeneity in PRS performance in Chinese, Malay and Indian women. A PRS developed for European-ancestry women is also predictive of breast cancer risk in Asian women and can help in developing risk-stratified screening programmes in Asia.
format Article
author Ho, Weang-Kee
Tan, Min-Min
Mavaddat, Nasim
Tai, Mei-Chee
Mariapun, Shivaani
Li, Jingmei
Ho, Peh-Joo
Dennis, Joe
Tyrer, Jonathan P.
Bolla, Manjeet K.
Michailidou, Kyriaki
Wang, Qin
Kang, Daehee
Choi, Ji-Yeob
Jamaris, Suniza
Shu, Xiao-Ou
Yoon, Sook-Yee
Park, Sue K.
Kim, Sung-Won
Shen, Chen-Yang
Yu, Jyh-Cherng
Tan, Ern Yu
Chan, Patrick Mun Yew
Muir, Kenneth
Lophatananon, Artitaya
Wu, Anna H.
Stram, Daniel O.
Matsuo, Keitaro
Ito, Hidemi
Chan, Ching Wan
Ngeow, Joanne
Yong, Wei Sean
Lim, Swee Ho
Lim, Geok Hoon
Kwong, Ava
Chan, Tsun L.
Tan, Su Ming
Seah, Jaime
John, Esther M.
Kurian, Allison W.
Koh, Woon-Puay
Khor, Chiea Chuen
Iwasaki, Motoki
Yamaji, Taiki
Tan, Kiak Mien Veronique
Tan, Kiat Tee Benita
Spinelli, John J.
Aronson, Kristan J.
Hasan, Siti Norhidayu
Rahmat, Kartini
Vijayananthan, Anushya
Sim, Xueling
Pharoah, Paul D. P.
Zheng, Wei
Dunning, Alison M.
Simard, Jacques
van Dam, Rob Martinus
Yip, Cheng-Har
Taib, Nur Aishah Mohd
Hartman, Mikael
Easton, Douglas F.
Teo, Soo-Hwang
Antoniou, Antonis C.
author_facet Ho, Weang-Kee
Tan, Min-Min
Mavaddat, Nasim
Tai, Mei-Chee
Mariapun, Shivaani
Li, Jingmei
Ho, Peh-Joo
Dennis, Joe
Tyrer, Jonathan P.
Bolla, Manjeet K.
Michailidou, Kyriaki
Wang, Qin
Kang, Daehee
Choi, Ji-Yeob
Jamaris, Suniza
Shu, Xiao-Ou
Yoon, Sook-Yee
Park, Sue K.
Kim, Sung-Won
Shen, Chen-Yang
Yu, Jyh-Cherng
Tan, Ern Yu
Chan, Patrick Mun Yew
Muir, Kenneth
Lophatananon, Artitaya
Wu, Anna H.
Stram, Daniel O.
Matsuo, Keitaro
Ito, Hidemi
Chan, Ching Wan
Ngeow, Joanne
Yong, Wei Sean
Lim, Swee Ho
Lim, Geok Hoon
Kwong, Ava
Chan, Tsun L.
Tan, Su Ming
Seah, Jaime
John, Esther M.
Kurian, Allison W.
Koh, Woon-Puay
Khor, Chiea Chuen
Iwasaki, Motoki
Yamaji, Taiki
Tan, Kiak Mien Veronique
Tan, Kiat Tee Benita
Spinelli, John J.
Aronson, Kristan J.
Hasan, Siti Norhidayu
Rahmat, Kartini
Vijayananthan, Anushya
Sim, Xueling
Pharoah, Paul D. P.
Zheng, Wei
Dunning, Alison M.
Simard, Jacques
van Dam, Rob Martinus
Yip, Cheng-Har
Taib, Nur Aishah Mohd
Hartman, Mikael
Easton, Douglas F.
Teo, Soo-Hwang
Antoniou, Antonis C.
author_sort Ho, Weang-Kee
title European polygenic risk score for prediction of breast cancer shows similar performance in Asian women
title_short European polygenic risk score for prediction of breast cancer shows similar performance in Asian women
title_full European polygenic risk score for prediction of breast cancer shows similar performance in Asian women
title_fullStr European polygenic risk score for prediction of breast cancer shows similar performance in Asian women
title_full_unstemmed European polygenic risk score for prediction of breast cancer shows similar performance in Asian women
title_sort european polygenic risk score for prediction of breast cancer shows similar performance in asian women
publisher Nature Research
publishDate 2020
url http://eprints.um.edu.my/36531/
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score 13.211869