Evidence map›Paper›PMID 42141198›Full record

ArticleNature medicine2026

Population-scale genomic medicine with the Hong Kong Genome Project.

Dingge Ying, Ching-Lung Cheung, Chun-Kwan O, Wai Kei Jacky Lam, Shiu Lun Au Yeung, Chak Sing Lau, Ho Ming Luk, Christopher Kai Shun Leung, Desiree Man Sik Tse, James Si Chai Liu and 30 more

Abstract read
In one paragraph

Article in Nature medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

40 authors.

Dingge Ying *Hong Kong Genome Institute, Hong Kong SAR, China.ORCID http://orcid.org/0009-0005-6257-2877
Ching-Lung Cheung *Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-6233-9144
Chun-Kwan O *Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.
Wai Kei Jacky Lam *Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, China.
Shiu Lun Au Yeung *School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0001-6136-1836
Chak Sing LauDepartment of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0001-6698-8355
Ho Ming LukDepartment of Clinical Genetics, Hong Kong Children's Hospital, Hong Kong SAR, China.
Christopher Kai Shun LeungDepartment of Ophthalmology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-4862-777X
Desiree Man Sik TseHong Kong Genome Institute, Hong Kong SAR, China.
James Si Chai LiuHong Kong Genome Institute, Hong Kong SAR, China.ORCID http://orcid.org/0009-0009-8620-5624
Shirley Pik Ying HueHong Kong Genome Institute, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-0283-8766
Jamie Sui Lam KwokHong Kong Genome Institute, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-7550-9851
Denis Long Him YeungHong Kong Genome Institute, Hong Kong SAR, China.
Christopher Brandon PreuschHong Kong Genome Institute, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-4326-8042
Wei MaHong Kong Genome Institute, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-0412-0830
Wenshu TangHong Kong Genome Institute, Hong Kong SAR, China.
Amy Hin Yan TongHong Kong Genome Institute, Hong Kong SAR, China.
Lisa Wing Chi AuDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-0711-3932
Juliana Chung-Ngor ChanDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.ORCID http://orcid.org/0000-0003-1325-1194
Yap-Hang ChanDepartment of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0001-5384-8468
Shirley Sze Wing ChengDepartment of Clinical Genetics, Hong Kong Children's Hospital, Hong Kong SAR, China.
Shuk Ching ChongDepartment of Paediatrics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.
Cheuk Wing FungDepartment of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China.
Stephanie HoDepartment of Clinical Genetics, Hong Kong Children's Hospital, Hong Kong SAR, China.
Suhas KrishnamoorthyDepartment of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Gabriel Matthew LeungLaboratory of Data Discovery for Health Limited (D24H), Hong Kong Science Parks, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-2503-6283
Philip Hei LiDepartment of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Qing LiDepartment of Ophthalmology, Queen Mary Hospital, Hong Kong SAR, China.
Herbert Ho-Fung LoongDepartment of Clinical Oncology, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.
Rashid Nok Shun LuiDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.
Shan LuoSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Becky Mingyao MaDepartment of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Ronald Ching Wan MaDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-1227-803X
Rong NaDepartment of Surgery, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Kathryn Choon Beng TanDepartment of Medicine, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.ORCID http://orcid.org/0000-0001-9037-0416
Sheila Suet-Na WongDepartment of Paediatrics and Adolescent Medicine, Hong Kong Children's Hospital, Hong Kong SAR, China.
Su-Vui LoHong Kong Genome Institute, Hong Kong SAR, China.
Hong Kong Genome Project
Annie Tsz Wai ChuHong Kong Genome Institute, Hong Kong SAR, China.
Brian Hon Yin ChungHong Kong Genome Institute, Hong Kong SAR, China. bhychung@hku.hk.ORCID http://orcid.org/0000-0002-7044-5916

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Hong Kong Genome Project (HKGP) aims to build a foundational resource for precision medicine in the Chinese population through large-scale genome sequencing and integrated analyses. Here we report findings from over 20,000 HKGP participants across two cohorts: a rare disease cohort including 2,227 patients with suspected genetic diseases and a population cohort including 18,261 participants undergoing genomic screening for medically actionable findings. The rare disease cohort achieved a diagnostic rate of 25%. When benchmarked against panels designed for European ancestries, the analysis revealed that 3.7% of the individuals in the population cohort had pathogenic or likely pathogenic variants associated with dominant disorders. While 48% of individuals were found to carry recessive disorder genes in the gene list based upon European ancestries, our analysis revealed that 38 additional clinically important genes would have been overlooked in the Chinese population. Pharmacogenomic analysis demonstrated that nearly all participants harbored at least one actionable phenotype, potentially informing nearly one million annual prescriptions in Hong Kong. The ongoing HKGP establishes a curated Hong Kong Chinese reference for clinically relevant genetic variation and serves as a blueprint for the implementation of precision medicine in underrepresented populations.

Indexed as

Genome, HumanGenomic MedicinePrecision MedicineRare DiseasesAsian PeopleCohort StudiesGenetic TestingGenomicsHong KongHumans

Identifiers

PMID42141198
PMCPMC13278956

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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.