{"id":610236,"date":"2026-07-29T16:31:17","date_gmt":"2026-07-29T16:31:17","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/610236\/"},"modified":"2026-07-29T16:31:17","modified_gmt":"2026-07-29T16:31:17","slug":"translating-genomic-data-into-healthcare-practice-with-the-singapore-national-precision-medicine-program","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/610236\/","title":{"rendered":"Translating genomic data into healthcare practice with the Singapore National Precision Medicine program"},"content":{"rendered":"<li id=\"Aff1\">\n<p class=\"c-article-author-affiliation__address\">Precision Health Research, Singapore (PRECISE), Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Shih Wee Seow,\u00a0Clement Qiwen Sin,\u00a0Denise Xin Yi Chua,\u00a0Emily Shu Fang Lau,\u00a0Gloria Hoi Wan Tso,\u00a0Huiping Huang,\u00a0Janice Sin Hong Natalie Chong,\u00a0Jasmine Kah Bing Tan,\u00a0Jia En Tan,\u00a0Li Harn Leong,\u00a0Nichole Choon Ya Lim,\u00a0Nicole Ziyi Zhuo,\u00a0Yaelim Lee,\u00a0Yun Keng Pang,\u00a0Kriti Sethi,\u00a0Doreen Low,\u00a0Irenaeus Paul Chia,\u00a0Weiling Zheng,\u00a0Ee Shien Tan,\u00a0Max Lam,\u00a0E. Shyong Tai,\u00a0John Chambers\u00a0&amp;\u00a0Patrick Tan<\/p>\n<\/li>\n<li id=\"Aff2\">\n<p class=\"c-article-author-affiliation__address\">Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Theresia Mina,\u00a0Nilanjana Sadhu,\u00a0Pritesh Jain,\u00a0Xiaoyan Wang,\u00a0Joanne Ngeow,\u00a0Akash Bahai,\u00a0Darwin Tay,\u00a0Dorrain Yanwen Low,\u00a0Elio Riboli,\u00a0Eng Sing Lee,\u00a0Gervais Wansaicheong,\u00a0He Wang,\u00a0Hong Kiat Ng,\u00a0Marie Loh,\u00a0Paul Elliott,\u00a0Rinkoo Dalan,\u00a0Terry Yoke Yin Tong,\u00a0Tock Han Lim,\u00a0Yik Weng Yew,\u00a0Alvin Ng,\u00a0Claresta Yeo,\u00a0George Arun Devasia,\u00a0Isaac Zhenhan Lin,\u00a0Jens Samol,\u00a0Nur Hikmah Fitriyah Binte Mohammad Rafiz,\u00a0Sangeetha Shanmugam,\u00a0Sara Tasnim,\u00a0Siao Ting Chong,\u00a0Zhi Yi Koo,\u00a0Jimmy Lee,\u00a0Sabrina Wong,\u00a0Max Lam\u00a0&amp;\u00a0John Chambers<\/p>\n<\/li>\n<li id=\"Aff3\">\n<p class=\"c-article-author-affiliation__address\">Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Maxime Hebrard,\u00a0Claire Bellis,\u00a0Bitong Clarabelle Alexandrine Lin,\u00a0Pierre Vincent-Goy,\u00a0Jingmei Li,\u00a0Amelia Sutikna,\u00a0Erin Yi Ting Lin,\u00a0Joanna Hui Juan Tan,\u00a0Justin Jeyakani,\u00a0Khai Koon Heng,\u00a0Jack Ling Ow,\u00a0Paul Chung Pui Cheng,\u00a0Rodrigo Toro Jimenez,\u00a0Shakita Sunmugam,\u00a0Shimin Ang,\u00a0Tat Hung Koh,\u00a0Wee Yang Meah,\u00a0Xiao Yin Chen,\u00a0Zhicheng Xie,\u00a0Zhihui Li,\u00a0Peh Joo Ho,\u00a0Eleanor Wong,\u00a0Chiea Chuen Khor,\u00a0Nicolas Bertin\u00a0&amp;\u00a0Patrick Tan<\/p>\n<\/li>\n<li id=\"Aff4\">\n<p class=\"c-article-author-affiliation__address\">Garvan Institute of Medical Research, Sydney, New South Wales, Australia<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Maxime Hebrard<\/p>\n<\/li>\n<li id=\"Aff5\">\n<p class=\"c-article-author-affiliation__address\">Centre for Genomics and Personalised Health, Genomics Research Centre, School of Biomedical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Claire Bellis<\/p>\n<\/li>\n<li id=\"Aff6\">\n<p class=\"c-article-author-affiliation__address\">RIE TRUST Office, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pin Yan Low,\u00a0Danny Ong,\u00a0Kevin Lam,\u00a0Mervin Chan,\u00a0Yu Li Ng,\u00a0Zhen Xuan Yeo\u00a0&amp;\u00a0Mingshi Koh<\/p>\n<\/li>\n<li id=\"Aff7\">\n<p class=\"c-article-author-affiliation__address\">Diabetes Centre, Admiralty Medical Centre, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tavintharan Subramaniam<\/p>\n<\/li>\n<li id=\"Aff8\">\n<p class=\"c-article-author-affiliation__address\">Clinical Research Unit, Khoo Teck Puat Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tavintharan Subramaniam\u00a0&amp;\u00a0Sharon Pek<\/p>\n<\/li>\n<li id=\"Aff9\">\n<p class=\"c-article-author-affiliation__address\">Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Hwee Lin Wee,\u00a0Alec Morton,\u00a0Yi Wang,\u00a0Mikael Hartman,\u00a0Charlie Guan Yi Lim,\u00a0Jiali Yao,\u00a0Linda Wei Lin Tan,\u00a0Rob M. van Dam,\u00a0Peh Joo Ho\u00a0&amp;\u00a0Xueling Sim<\/p>\n<\/li>\n<li id=\"Aff10\">\n<p class=\"c-article-author-affiliation__address\">Cancer Genetics Service, Division of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Joanne Ngeow,\u00a0Andrea Tan Wan Ling,\u00a0Caitlin Nicole Samy Victoria,\u00a0Diya Porwal,\u00a0Ee Ling Chew,\u00a0Janeshi Ashwini Wijeweera,\u00a0Jeanette Yuen,\u00a0Jianbang Chiang,\u00a0Jieru Ye,\u00a0Manasadevi Karthikeyan,\u00a0Rebecca Caeser,\u00a0Ruby Clarissa Sutopo,\u00a0Sarah Shahrin,\u00a0Serene Jianglei Wu,\u00a0Shao-Tzu Li,\u00a0Tasmyn Dale Scriven,\u00a0Tiffany Qing Lim,\u00a0Vanna Chhay\u00a0&amp;\u00a0Zewen Zhang<\/p>\n<\/li>\n<li id=\"Aff11\">\n<p class=\"c-article-author-affiliation__address\">Oncology Academic Clinical Program, Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Joanne Ngeow\u00a0&amp;\u00a0Rebecca Caeser<\/p>\n<\/li>\n<li id=\"Aff12\">\n<p class=\"c-article-author-affiliation__address\">Erasmus School of Health Policy and Management, Erasmus University Rotterdam, Rotterdam, Netherlands<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ken Redekop<\/p>\n<\/li>\n<li id=\"Aff13\">\n<p class=\"c-article-author-affiliation__address\">Duke-NUS Medical School, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Alec Morton,\u00a0Wei Ting Huang,\u00a0Jonathan Jiunn Liang Yap,\u00a0Saumya Jamuar,\u00a0Khung Keong Yeo,\u00a0Ee Shien Tan,\u00a0E. Shyong Tai\u00a0&amp;\u00a0Patrick Tan<\/p>\n<\/li>\n<li id=\"Aff14\">\n<p class=\"c-article-author-affiliation__address\">Department of Management Science, University of Strathclyde, Glasgow, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Alec Morton<\/p>\n<\/li>\n<li id=\"Aff15\">\n<p class=\"c-article-author-affiliation__address\">Department of Paediatrics, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kar Hui Ng,\u00a0Hui-Lin Chin,\u00a0Hui Kim Yap,\u00a0Jun Li Ng,\u00a0Mya Than\u00a0&amp;\u00a0Yaochun Zhang<\/p>\n<\/li>\n<li id=\"Aff16\">\n<p class=\"c-article-author-affiliation__address\">Khoo Teck Puat-National University Children\u2019s Medical Institute, National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kar Hui Ng,\u00a0David Lu,\u00a0Sharon Teo\u00a0&amp;\u00a0Perry Lau<\/p>\n<\/li>\n<li id=\"Aff17\">\n<p class=\"c-article-author-affiliation__address\">Department of Medicine (General Internal Medicine), Duke University School of Medicine, Durham, NC, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">David Matchar<\/p>\n<\/li>\n<li id=\"Aff18\">\n<p class=\"c-article-author-affiliation__address\">Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">David Matchar\u00a0&amp;\u00a0Naline Gandhi<\/p>\n<\/li>\n<li id=\"Aff19\">\n<p class=\"c-article-author-affiliation__address\">Department of Surgery, National University Hospital, National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Mikael Hartman<\/p>\n<\/li>\n<li id=\"Aff20\">\n<p class=\"c-article-author-affiliation__address\">Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Mikael Hartman,\u00a0Jingmei Li,\u00a0Peh Joo Ho\u00a0&amp;\u00a0Su-Ann Goh<\/p>\n<\/li>\n<li id=\"Aff21\">\n<p class=\"c-article-author-affiliation__address\">National Cancer Centre Singapore, Singapore Health Services (SingHealth), Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jingmei Li<\/p>\n<\/li>\n<li id=\"Aff22\">\n<p class=\"c-article-author-affiliation__address\">Department of Pharmacy, National University Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Elaine Ah Gi Lo,\u00a0Hui Min Chua\u00a0&amp;\u00a0Ken Juin Lim<\/p>\n<\/li>\n<li id=\"Aff23\">\n<p class=\"c-article-author-affiliation__address\">Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Wei Ting Huang,\u00a0Annie Lee,\u00a0Jonathan Jiunn Liang Yap,\u00a0Siew Ching Kong,\u00a0Eric Tien Siang Lim,\u00a0Ju Le Tan,\u00a0Terrence Chua\u00a0&amp;\u00a0Khung Keong Yeo<\/p>\n<\/li>\n<li id=\"Aff24\">\n<p class=\"c-article-author-affiliation__address\">SingHealth Duke-NUS Institute of Precision Medicine, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jane Andrea Lieviant,\u00a0Jing Xian Teo,\u00a0Nellie Bin Siew Chai,\u00a0Wan Wan Lim,\u00a0Yasmin Bylstra,\u00a0Weng Khong Lim\u00a0&amp;\u00a0Saumya Jamuar<\/p>\n<\/li>\n<li id=\"Aff25\">\n<p class=\"c-article-author-affiliation__address\">Cancer and Stem Cell Biology Program, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jane Andrea Lieviant,\u00a0Wan Wan Lim\u00a0&amp;\u00a0Weng Khong Lim<\/p>\n<\/li>\n<li id=\"Aff26\">\n<p class=\"c-article-author-affiliation__address\">SingHealth Duke-NUS Genomic Medicine Centre, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Weng Khong Lim<\/p>\n<\/li>\n<li id=\"Aff27\">\n<p class=\"c-article-author-affiliation__address\">Laboratory of Genome Variation Analytics, Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Weng Khong Lim<\/p>\n<\/li>\n<li id=\"Aff28\">\n<p class=\"c-article-author-affiliation__address\">Genetics Service, Department of Paediatrics, KK Women\u2019s and Children\u2019s Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Saumya Jamuar\u00a0&amp;\u00a0Ee Shien Tan<\/p>\n<\/li>\n<li id=\"Aff29\">\n<p class=\"c-article-author-affiliation__address\">Diagnostics Development Hub (DxD Hub), Agency for Science, Technology and Research, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ruifen Weng<\/p>\n<\/li>\n<li id=\"Aff30\">\n<p class=\"c-article-author-affiliation__address\">Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Angela Ballantyne,\u00a0Hui Jin Toh,\u00a0Owen Schaefer,\u00a0Serene Ong,\u00a0Marthe Smedinga\u00a0&amp;\u00a0Tamra Lysaght<\/p>\n<\/li>\n<li id=\"Aff31\">\n<p class=\"c-article-author-affiliation__address\">Sydney Health Ethics, Sydney School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tamra Lysaght<\/p>\n<\/li>\n<li id=\"Aff32\">\n<p class=\"c-article-author-affiliation__address\">North Region, Institute of Mental Health, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jimmy Lee\u00a0&amp;\u00a0Max Lam<\/p>\n<\/li>\n<li id=\"Aff33\">\n<p class=\"c-article-author-affiliation__address\">National Healthcare Group Polyclinics, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tricia Chang,\u00a0Wai Kee Kok\u00a0&amp;\u00a0Sabrina Wong<\/p>\n<\/li>\n<li id=\"Aff34\">\n<p class=\"c-article-author-affiliation__address\">Singapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Can Can Xue,\u00a0Miao Ling Chee,\u00a0Miao Li Chee,\u00a0Tin Aung,\u00a0Tien Yin Wong,\u00a0Yih Chung Tham,\u00a0Zhi Da Soh,\u00a0Ching-Yu Cheng\u00a0&amp;\u00a0Charumathi Sabanayagam<\/p>\n<\/li>\n<li id=\"Aff35\">\n<p class=\"c-article-author-affiliation__address\">Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yih Chung Tham\u00a0&amp;\u00a0Ching-Yu Cheng<\/p>\n<\/li>\n<li id=\"Aff36\">\n<p class=\"c-article-author-affiliation__address\">Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tin Aung\u00a0&amp;\u00a0Charumathi Sabanayagam<\/p>\n<\/li>\n<li id=\"Aff37\">\n<p class=\"c-article-author-affiliation__address\">Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Soo Chin Lee\u00a0&amp;\u00a0Boon Cher Goh<\/p>\n<\/li>\n<li id=\"Aff38\">\n<p class=\"c-article-author-affiliation__address\">Department of Haematology-Oncology, National University Cancer Institute, National University Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Soo Chin Lee,\u00a0Pei Yi Ong,\u00a0Samuel G. W. Ow\u00a0&amp;\u00a0Boon Cher Goh<\/p>\n<\/li>\n<li id=\"Aff39\">\n<p class=\"c-article-author-affiliation__address\">Department of Medicine, National University Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Boon Cher Goh<\/p>\n<\/li>\n<li id=\"Aff40\">\n<p class=\"c-article-author-affiliation__address\">Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Boon Cher Goh<\/p>\n<\/li>\n<li id=\"Aff41\">\n<p class=\"c-article-author-affiliation__address\">Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">E. Shyong Tai<\/p>\n<\/li>\n<li id=\"Aff42\">\n<p class=\"c-article-author-affiliation__address\">Department of Epidemiology and Biostatistics, School of Public Health, Faculty of Medicine, Imperial College London, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Elio Riboli,\u00a0Harinakshi Sanikini,\u00a0Kostas Tsilidis,\u00a0Paul Elliott\u00a0&amp;\u00a0John Chambers<\/p>\n<\/li>\n<li id=\"Aff43\">\n<p class=\"c-article-author-affiliation__address\">Khoo Teck Puat Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Benjamin Chih Chiang Lam<\/p>\n<\/li>\n<li id=\"Aff44\">\n<p class=\"c-article-author-affiliation__address\">MOH Office for Healthcare Transformation, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Eng Sing Lee<\/p>\n<\/li>\n<li id=\"Aff45\">\n<p class=\"c-article-author-affiliation__address\">Department of Diagnostic Radiology, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Gervais Wansaicheong<\/p>\n<\/li>\n<li id=\"Aff46\">\n<p class=\"c-article-author-affiliation__address\">Department of Ophthalmology, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kelvin Li\u00a0&amp;\u00a0Tock Han Lim<\/p>\n<\/li>\n<li id=\"Aff47\">\n<p class=\"c-article-author-affiliation__address\">Research Division, National Skin Centre, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Marie Loh\u00a0&amp;\u00a0Yik Weng Yew<\/p>\n<\/li>\n<li id=\"Aff48\">\n<p class=\"c-article-author-affiliation__address\">Department of Endocrinology, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rinkoo Dalan\u00a0&amp;\u00a0Rinkoo Dalan<\/p>\n<\/li>\n<li id=\"Aff49\">\n<p class=\"c-article-author-affiliation__address\">Departments of Exercise and Nutrition Sciences and Epidemiology, Milken Institute School of Public Health, George Washington University, Washington, DC, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rob M. van Dam<\/p>\n<\/li>\n<li id=\"Aff50\">\n<p class=\"c-article-author-affiliation__address\">Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tien Yin Wong<\/p>\n<\/li>\n<li id=\"Aff51\">\n<p class=\"c-article-author-affiliation__address\">Beijing Visual Science and Translational Eye Research Institute (BERI), Eye Center of Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tien Yin Wong<\/p>\n<\/li>\n<li id=\"Aff52\">\n<p class=\"c-article-author-affiliation__address\">Office of Research, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nellie Bin Siew Chai<\/p>\n<\/li>\n<li id=\"Aff53\">\n<p class=\"c-article-author-affiliation__address\">Asian Centre for Health Behavioural Insights and Interventions (HABITS), Nanyang Technological University, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Anita Sheldenkar,\u00a0Jo-Anne Manski-Nankervis,\u00a0May Lwin\u00a0&amp;\u00a0Zoe Ong<\/p>\n<\/li>\n<li id=\"Aff54\">\n<p class=\"c-article-author-affiliation__address\">Wee Kim Wee School of Communication and Information, Nanyang Technological University, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jack Yong Ho,\u00a0Jo-Anne Manski-Nankervis,\u00a0May Lwin\u00a0&amp;\u00a0Zoe Ong<\/p>\n<\/li>\n<li id=\"Aff55\">\n<p class=\"c-article-author-affiliation__address\">Department of Primary Health Care and General Practice, University of Otago, Wellington, New Zealand<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Angela Ballantyne<\/p>\n<\/li>\n<li id=\"Aff56\">\n<p class=\"c-article-author-affiliation__address\">Biomedical Sciences Industry Partnership Office, Agency for Science, Technology and Research, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yee Kwang Seck<\/p>\n<\/li>\n<li id=\"Aff57\">\n<p class=\"c-article-author-affiliation__address\">Division of Economics, School of Social Sciences, Nanyang Technological University, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Akshar Saxena<\/p>\n<\/li>\n<li id=\"Aff58\">\n<p class=\"c-article-author-affiliation__address\">Equitech, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chi Ling Chan<\/p>\n<\/li>\n<li id=\"Aff59\">\n<p class=\"c-article-author-affiliation__address\">University of California, San Francisco, San Francisco, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chi Ling Chan<\/p>\n<\/li>\n<li id=\"Aff60\">\n<p class=\"c-article-author-affiliation__address\">University of Colorado Anschutz Medical Campus, Aurora, CO, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chi Ling Chan<\/p>\n<\/li>\n<li id=\"Aff61\">\n<p class=\"c-article-author-affiliation__address\">Personalized Medicine Service, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chia Wei Lim\u00a0&amp;\u00a0Dana Leng Hui Chan<\/p>\n<\/li>\n<li id=\"Aff62\">\n<p class=\"c-article-author-affiliation__address\">Johns Hopkins University, Baltimore, MD, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jens Samol<\/p>\n<\/li>\n<li id=\"Aff63\">\n<p class=\"c-article-author-affiliation__address\">Department of Medical Oncology, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jens Samol\u00a0&amp;\u00a0Valerie Yue Ming Heong<\/p>\n<\/li>\n<li id=\"Aff64\">\n<p class=\"c-article-author-affiliation__address\">Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Soo Chin Lee<\/p>\n<\/li>\n<li id=\"Aff65\">\n<p class=\"c-article-author-affiliation__address\">National Cancer Centre Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nur Diana Binte Ishak\u00a0&amp;\u00a0Zewen Zhang<\/p>\n<\/li>\n<li id=\"Aff66\">\n<p class=\"c-article-author-affiliation__address\">National University Cancer Institute, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pei Yi Ong<\/p>\n<\/li>\n<li id=\"Aff67\">\n<p class=\"c-article-author-affiliation__address\">National University Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pei Yi Ong<\/p>\n<\/li>\n<li id=\"Aff68\">\n<p class=\"c-article-author-affiliation__address\">Department of Medical Oncology, National Cancer Centre Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rutharra Ghayadthri Manisekaran<\/p>\n<\/li>\n<li id=\"Aff69\">\n<p class=\"c-article-author-affiliation__address\">Department of Medicine (Nephrology), National University Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Boon Wee Teo,\u00a0Gek Cher Chan\u00a0&amp;\u00a0Yi Da<\/p>\n<\/li>\n<li id=\"Aff70\">\n<p class=\"c-article-author-affiliation__address\">Department of Paediatrics (Genetics), KK Women\u2019s and Children\u2019s Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Breana Cham,\u00a0Jiin Ying Lim,\u00a0Jeannette Goh\u00a0&amp;\u00a0Sylvia Kam<\/p>\n<\/li>\n<li id=\"Aff71\">\n<p class=\"c-article-author-affiliation__address\">Department of Paediatrics (Nephrology), KK Women\u2019s and Children\u2019s Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Celeste Jia Ying Yap,\u00a0Esther Huimin Leow,\u00a0Yong Hong Ng,\u00a0Indra Ganesan,\u00a0Siew Le Chong\u00a0&amp;\u00a0Sing Ming Chao<\/p>\n<\/li>\n<li id=\"Aff72\">\n<p class=\"c-article-author-affiliation__address\">Department of Renal Medicine, Singapore General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Cynthia Ciwei Lim,\u00a0Jason C. J. Choo,\u00a0Irene Mok,\u00a0Hui Zhuan Tan,\u00a0Tung Lin Lee\u00a0&amp;\u00a0Jia Liang Kwek<\/p>\n<\/li>\n<li id=\"Aff73\">\n<p class=\"c-article-author-affiliation__address\">SingHealth Duke-NUS Academic Medical Center, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Cynthia Ciwei Lim<\/p>\n<\/li>\n<li id=\"Aff74\">\n<p class=\"c-article-author-affiliation__address\">Department of Renal Medicine, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ru Sin Lim,\u00a0Regina Shaoying Lim,\u00a0See Cheng Yeo\u00a0&amp;\u00a0Su Mein Goh<\/p>\n<\/li>\n<li id=\"Aff75\">\n<p class=\"c-article-author-affiliation__address\">KK Research Center, KK Women\u2019s and Children\u2019s Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jing Yi Ho<\/p>\n<\/li>\n<li id=\"Aff76\">\n<p class=\"c-article-author-affiliation__address\">Medicine Academic Clinical Programme, Singapore General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kay Yuan Chong<\/p>\n<\/li>\n<li id=\"Aff77\">\n<p class=\"c-article-author-affiliation__address\">Clinical Research and Innovation Office, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ziyin Wang<\/p>\n<\/li>\n<li id=\"Aff78\">\n<p class=\"c-article-author-affiliation__address\">Jurong Polyclinic, National University Polyclinics and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chi Hui Chin\u00a0&amp;\u00a0Desmond Luan Seng Ong<\/p>\n<\/li>\n<li id=\"Aff79\">\n<p class=\"c-article-author-affiliation__address\">Department of General Surgery, Ng Teng Fong General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Han Boon Oh\u00a0&amp;\u00a0Philip Choong Tsau Iau<\/p>\n<\/li>\n<li id=\"Aff80\">\n<p class=\"c-article-author-affiliation__address\">Department of General Surgery, Jurong Medical Centre, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Han Boon Oh<\/p>\n<\/li>\n<li id=\"Aff81\">\n<p class=\"c-article-author-affiliation__address\">Department of Surgery, National University Hospital and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Philip Choong Tsau Iau\u00a0&amp;\u00a0Sujith Wijerathne<\/p>\n<\/li>\n<li id=\"Aff82\">\n<p class=\"c-article-author-affiliation__address\">Department of Diagnostic Imaging, National University Hospital and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pooja Jagmohan<\/p>\n<\/li>\n<li id=\"Aff83\">\n<p class=\"c-article-author-affiliation__address\">Bukit Batok Polyclinic, National University Polyclinics and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Sing Cheer Kwek<\/p>\n<\/li>\n<li id=\"Aff84\">\n<p class=\"c-article-author-affiliation__address\">Department of Surgery, Alexandra Hospital and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Sujith Wijerathne<\/p>\n<\/li>\n<li id=\"Aff85\">\n<p class=\"c-article-author-affiliation__address\">Choa Chu Kang Polyclinic, National University Polyclinics and National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Zhi Peng Zhang<\/p>\n<\/li>\n<li id=\"Aff86\">\n<p class=\"c-article-author-affiliation__address\">Department of Cardiology, National University Heart Centre Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Chester Drum<\/p>\n<\/li>\n<li id=\"Aff87\">\n<p class=\"c-article-author-affiliation__address\">Department of Paediatric Endocrinology, KK Women\u2019s and Children\u2019s Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Fabian Yap<\/p>\n<\/li>\n<li id=\"Aff88\">\n<p class=\"c-article-author-affiliation__address\">Department of Medicine, Alexandra Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Fathima Ashna Nastar<\/p>\n<\/li>\n<li id=\"Aff89\">\n<p class=\"c-article-author-affiliation__address\">Department of Endocrinology, Singapore General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Hong Chang Tan<\/p>\n<\/li>\n<li id=\"Aff90\">\n<p class=\"c-article-author-affiliation__address\">NHG Ang Mo Kio Polyclinic, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ian Jan Ming Koh<\/p>\n<\/li>\n<li id=\"Aff91\">\n<p class=\"c-article-author-affiliation__address\">Health Psychology\/Behavioural Medicine, Lee Kong Chian School of Medicine, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Konstadina Griva<\/p>\n<\/li>\n<li id=\"Aff92\">\n<p class=\"c-article-author-affiliation__address\">Department of Cardiology, Sengkang General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Natalie Si Ya Koh<\/p>\n<\/li>\n<li id=\"Aff93\">\n<p class=\"c-article-author-affiliation__address\">Department of Cardiology, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Quek Wei Yeong<\/p>\n<\/li>\n<li id=\"Aff94\">\n<p class=\"c-article-author-affiliation__address\">Department of General Medicine, Khoo Teck Puat Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Sanjaya Dissanayake\u00a0&amp;\u00a0Teck Choon Tan<\/p>\n<\/li>\n<li id=\"Aff95\">\n<p class=\"c-article-author-affiliation__address\">Department of Endocrinology, Changi General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Wann Jia Loh<\/p>\n<\/li>\n<li id=\"Aff96\">\n<p class=\"c-article-author-affiliation__address\">Department of Medicine, Ng Teng Fong General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yee Sian Tiong<\/p>\n<\/li>\n<li id=\"Aff97\">\n<p class=\"c-article-author-affiliation__address\">National University Health System Pharmacy, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Amanda Lay Ying Lim<\/p>\n<\/li>\n<li id=\"Aff98\">\n<p class=\"c-article-author-affiliation__address\">Division of Neurology, Department of Medicine, National University Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Benjamin Yong-Qiang Tan<\/p>\n<\/li>\n<li id=\"Aff99\">\n<p class=\"c-article-author-affiliation__address\">Division of Pharmacy, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Christina Jiun Yu Tan<\/p>\n<\/li>\n<li id=\"Aff100\">\n<p class=\"c-article-author-affiliation__address\">Department of Pharmacy, Ng Teng Fong General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dennis Chua,\u00a0Evelyn Shi Jie Tan\u00a0&amp;\u00a0Huang En Toh<\/p>\n<\/li>\n<li id=\"Aff101\">\n<p class=\"c-article-author-affiliation__address\">Department of Pharmacy, Alexandra Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Golda Wang\u00a0&amp;\u00a0Min Yi Gwee<\/p>\n<\/li>\n<li id=\"Aff102\">\n<p class=\"c-article-author-affiliation__address\">Department of Intensive Care Medicine, Department of Medicine, Ng Teng Fong General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jared D\u2019Souza<\/p>\n<\/li>\n<li id=\"Aff103\">\n<p class=\"c-article-author-affiliation__address\">Department of Pharmacy, Khoo Teck Puat Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jing Wen Oh\u00a0&amp;\u00a0Siok Ying Lee<\/p>\n<\/li>\n<li id=\"Aff104\">\n<p class=\"c-article-author-affiliation__address\">Department of Group Medical Informatics Office, National University Health System, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jishana Farhad<\/p>\n<\/li>\n<li id=\"Aff105\">\n<p class=\"c-article-author-affiliation__address\">Department of Neurology (Singapore General Hospital Campus), National Neuroscience Institute, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kaavya Narasimhalu<\/p>\n<\/li>\n<li id=\"Aff106\">\n<p class=\"c-article-author-affiliation__address\">Division of Biomedical Informatics, Department of Surgery, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kee Yuan Ngiam<\/p>\n<\/li>\n<li id=\"Aff107\">\n<p class=\"c-article-author-affiliation__address\">Centre for Precision and Genomic Medicine, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Khai Pang Leong<\/p>\n<\/li>\n<li id=\"Aff108\">\n<p class=\"c-article-author-affiliation__address\">Molecular Diagnostic Laboratory, Tan Tock Seng Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Liuh Ling Goh<\/p>\n<\/li>\n<li id=\"Aff109\">\n<p class=\"c-article-author-affiliation__address\">Division of Pharmacy, Singapore General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pei Shieen Wong<\/p>\n<\/li>\n<li id=\"Aff110\">\n<p class=\"c-article-author-affiliation__address\">Department of Pharmacy and Pharmaceutical Sciences, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pei Shieen Wong<\/p>\n<\/li>\n<li id=\"Aff111\">\n<p class=\"c-article-author-affiliation__address\">National University Polyclinics, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rangpa Taiju<\/p>\n<\/li>\n<li id=\"Aff112\">\n<p class=\"c-article-author-affiliation__address\">Department of Psychiatry, Ng Teng Fong General Hospital, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yi Min Wan<\/p>\n<\/li>\n<p>P.T., J.C. and E. S. Tai conceived the overall program strategy and provided overarching scientific and implementation leadership. E. S. Tai and E. S. Tan led clinical activities across phase II CIPs. M.L. led data curation and the development of the national genomic research resource enabling large-scale analyses and clinical translation. J.C., X.S., K.K.Y. and C.-Y.C. conceived the SG100K population study and led its delivery at their respective institutions. T.M. led the phenotypic data analysis, supported genotype\u2013phenotype correlation studies across cohorts and contributed to manuscript writing. S.W.S. oversaw manuscript writing, program-wide operational planning, implementation coordination and national-level integration. J.N., K.R. and A.M. co-led the clinical translation and implementation of the Hereditary Cancer Clinical Implementation Pilot (CIP). T.S., S.P. and H.L.W. co-led the FHCARE CIP, while H.L.W., E.A.G.L. and B.C.G. co-led the Pharmacogenomics CIP. K.H.N. and D.M. co-led the RAPIDS CIP. Y.W., M. Hartman and J. Li co-led the BREATHE CIP. K.K.Y., W.T.H., C.-Y.C., C.S., X.S., J. Lee and S.W. led recruitment and clinical phenotyping as cohort principal investigators. C.G.Y.L. and J.Y. supported participant recruitment, phenotyping and follow-up activities. T.M., N.S., P.J. and X.W. analyzed phenotypic data and supported genotype\u2013phenotype correlation and health informatics analyses. M. Hebrard, P.V.-G. and N.B. performed genomic and statistical data analyses. P.V.-G. and N.B. developed and implemented bioinformatics workflows and analytical pipelines. C.B., B.C.A.L. and C.C.K. oversaw DNA extraction and laboratory quality procedures. R.W. supported the clinical translation of the carrier screening program through the Diagnostics Development Hub (DxD Hub). Y.B., W.K.L. and S.J. contributed to variant curation and clinical interpretation and supported the return of genomic results and genetic counseling activities. M.S. and T.L. designed and conducted empirical research on the ethical and societal dimensions of precision medicine. K.S. contributed to the development of governance and data access policies. W.Z. contributed to the conceptualization and operationalization of the Pharma Pre-Competitive Consortium (PCC). P.Y.L. and M.K. contributed to the conceptualization and operationalization of TRUST. D.L. and C.I.P. contributed to the conceptualization and operationalization of the clinical implementation pilots. E.W. supported program administration, logistics and cross-team operational coordination. All authors reviewed, edited and approved the final manuscript.<\/p>\n","protected":false},"excerpt":{"rendered":"Precision Health Research, Singapore (PRECISE), Singapore, Singapore Shih Wee Seow,\u00a0Clement Qiwen Sin,\u00a0Denise Xin Yi Chua,\u00a0Emily Shu Fang Lau,\u00a0Gloria&hellip;\n","protected":false},"author":2,"featured_media":610237,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_share_on_mastodon":"0"},"categories":[275],"tags":[2567,2569,2564,2566,18,2568,910,6872,135,475,474,2565,19,17,11216],"class_list":["post-610236","post","type-post","status-publish","format-standard","has-post-thumbnail","category-healthcare","tag-agriculture","tag-animal-genetics-and-genomics","tag-biomedicine","tag-cancer-research","tag-eire","tag-gene-function","tag-general","tag-genomics","tag-health","tag-health-care","tag-healthcare","tag-human-genetics","tag-ie","tag-ireland","tag-population-genetics"],"share_on_mastodon":{"url":"","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/610236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=610236"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/610236\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/610237"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=610236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=610236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=610236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}