Evidence map›Paper›PMID 36658435›Full record

ReviewNature genetics2023

The Singapore National Precision Medicine Strategy.

Eleanor Wong, Nicolas Bertin, Maxime Hebrard, Roberto Tirado-Magallanes, Claire Bellis, Weng Khong Lim, Chee Yong Chua, Philomena Mei Lin Tong, Raymond Chua, Kenneth Mak and 37 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature genetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
66citing papers in PubMed, 1 pooled it
24.4field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

66 citing papers in PubMed, 1 synthesis or guideline pooled it, 79 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Review
  5. Article
  6. Congenital Hyperinsulinism With Paternally InheritedJournal of the ASEAN Federation of Endocrine Societies · 2026
    Article
  7. Review
  8. Review
  9. Article
  10. Integrative Genomic Analyses IdentifybioRxiv : the preprint server for biology · 2026
    Article
  11. Article
  12. Review
  13. Article
  14. Review
  15. Review
  16. Genomics in Health and Biomedicine.Advances in experimental medicine and biology · 2026
    Review
  17. Article
  18. Article
  19. Article
  20. Review

6 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

47 authors at 13 institutions in 5 countries.

Eleanor WongGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0001-7094-7679
Nicolas BertinGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.
Maxime HebrardGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0003-2346-4513
Roberto Tirado-MagallanesGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.
Claire BellisGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0001-5073-9610
Weng Khong LimGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0003-4391-1130
Chee Yong ChuaIntegrated Health Information Systems, Singapore, Singapore.
Philomena Mei Lin TongMinistry of Health, Singapore, Singapore.
Raymond ChuaMinistry of Health, Singapore, Singapore.
Kenneth MakMinistry of Health, Singapore, Singapore.
Tit Meng LimScience Centre Singapore, Singapore, Singapore.
Wei Yang CheongMinistry of Health, Singapore, Singapore.
Kwee Eng ThienSentosa Development Corporation, Singapore, Singapore.
Khean Teik GohMinistry of Health, Singapore, Singapore.
Jin-Fang ChaiSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0003-3770-1137
Jimmy LeeDepartment of Psychosis, Institute of Mental Health, Singapore, Singapore.ORCID http://orcid.org/0000-0002-7724-7445
Joseph Jao-Yiu SungLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0003-3125-5199
Tien Yin WongSingapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.
Calvin Woon Loong ChinDepartment of Cardiology, National Heart Centre Singapore, Singapore, Singapore.
Peter D GluckmanSingapore Institute for Clinical Sciences, Agency for Science, Technology and Research, Singapore, Singapore.
Liuh Ling GohPersonalised Medicine Service, Tan Tock Seng Hospital, Singapore, Singapore.ORCID http://orcid.org/0000-0002-1387-3682
Kenneth Hon Kim BanNational Supercomputing Centre, Singapore, Singapore.
Tin Wee TanNational Supercomputing Centre, Singapore, Singapore.
SG10K_Health Consortium
Xueling SimSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.ORCID http://orcid.org/0000-0002-1233-7642
Ching-Yu ChengSingapore Eye Research Institute, Singapore National Eye Centre, Singapore, Singapore.ORCID http://orcid.org/0000-0003-0655-885X
Sonia DavilaSingHealth Duke-NUS Institute of Precision Medicine, Singapore, Singapore.
Neerja KarnaniSingapore Institute for Clinical Sciences, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0002-5301-409X
Khai Pang LeongPersonalised Medicine Service, Tan Tock Seng Hospital, Singapore, Singapore.
Jianjun LiuGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0002-3255-3019
Shyam PrabhakarGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0002-6409-0661
Sebastian Maurer-StrohBioinformatics Institute, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0003-0813-9640
Chandra Shekhar VermaBioinformatics Institute, Agency for Science, Technology and Research, Singapore, Singapore.ORCID http://orcid.org/0000-0003-0733-9798
Pavitra KrishnaswamyInstitute for Infocomm Research, Agency for Science, Technology and Research, Singapore, Singapore.
Rick Siow Mong GohInstitute of High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore.
Irenaeus ChiaPrecision Health Research, Singapore, Singapore.
Clarissa HoPrecision Health Research, Singapore, Singapore.
Doreen LowPrecision Health Research, Singapore, Singapore.
Suchin VirabhakPrecision Health Research, Singapore, Singapore.
Jacklyn YongPrecision Health Research, Singapore, Singapore.
Weiling ZhengPrecision Health Research, Singapore, Singapore.
Shih Wee SeowPrecision Health Research, Singapore, Singapore.
Yee Kwang SeckBiomedical Sciences Industry Partnership Office, Singapore, Singapore.
Mingshi KohChief Health Scientist's Office, Ministry of Health, Singapore, Singapore.
John C ChambersLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore. john.chambers@ntu.edu.sg.ORCID http://orcid.org/0000-0003-0209-4541
E Shyong TaiSaw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore. mdctes@nus.edu.sg.ORCID http://orcid.org/0000-0003-2929-8966
Patrick TanGenome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore. patrick.tan@precise.cris.sg.ORCID http://orcid.org/0000-0002-0179-8048
Agency for Science, Technology and Research · SGNanyang Technological University · SGSingapore National Eye Center · SGTan Tock Seng Hospital · SGMinistry of Health · SGNational University of Singapore · SGNational Heart Centre Singapore · SGSingHealth · SGImperial College London · GBKK Women's and Children's Hospital · SGSingapore Science Park · SGMilken Institute · USNational Skin Centre · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precision medicine promises to transform healthcare for groups and individuals through early disease detection, refining diagnoses and tailoring treatments. Analysis of large-scale genomic-phenotypic databases is a critical enabler of precision medicine. Although Asia is home to 60% of the world's population, many Asian ancestries are under-represented in existing databases, leading to missed opportunities for new discoveries, particularly for diseases most relevant for these populations. The Singapore National Precision Medicine initiative is a whole-of-government 10-year initiative aiming to generate precision medicine data of up to one million individuals, integrating genomic, lifestyle, health, social and environmental data. Beyond technologies, routine adoption of precision medicine in clinical practice requires social, ethical, legal and regulatory barriers to be addressed. Identifying driver use cases in which precision medicine results in standardized changes to clinical workflows or improvements in population health, coupled with health economic analysis to demonstrate value-based healthcare, is a vital prerequisite for responsible health system adoption.

Indexed as

Delivery of Health CarePrecision MedicineAsiaHumansSingapore

Identifiers

PMID36658435
OpenAlexW4317503056

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.