Evidence map›Paper›PMID 40695271›Full record

ReviewAmerican journal of human genetics2025

The evolution of health data ecosystems: An international survey.

Jordan P Lerner-Ellis, E Magda Price, Shazia Subhani, Tiffany Boughtwood, Marie-Jo Brion, Augusto Rendon, Lene Cividanes, Jacob Gemmer, Danielle Ciofani, Nicolas Bertin and 21 more

Abstract readReview
In one paragraph

Review in American journal of human genetics, 2025. 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

31 authors.

Jordan P Lerner-EllisPathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada; Lunenfeld-Tanenbaum Research Institute, Toronto, ON M5G 1X5, Canada. Electronic address: jordan.lerner-ellis@sinaihealth.ca.
E Magda PriceChildren's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON K1H 8L1, Canada.
Shazia SubhaniPathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON M5G 1X5, Canada; Lunenfeld-Tanenbaum Research Institute, Toronto, ON M5G 1X5, Canada.
Tiffany BoughtwoodAustralian Genomics, Melbourne, VIC 3052, Australia; Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia.
Marie-Jo BrionAustralian Genomics, Melbourne, VIC 3052, Australia; Murdoch Children's Research Institute, Melbourne, VIC 3052, Australia.
Augusto RendonGenomics England, London E14 5AB, UK.
Lene CividanesDanish National Genome Center, 2300 Copenhagen, Denmark.
Jacob GemmerDanish National Genome Center, 2300 Copenhagen, Denmark.
Danielle CiofaniThe Broad Institute, Boston, MA 02142, USA.
Nicolas BertinGenome Institute of Singapore (GIS), Agency for Science, Technology and Research (A∗STAR), 60 Biopolis Street, Genome #02-01, Singapore 138672, Singapore.
Seow Shih WeePrecision Health Research, Singapore (PRECISE), Singapore 139234, Singapore.
Stephen RobertsonThe Laboratory for Genomic Medicine, Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin 9016, New Zealand.
Batoul BazSaudi Human Genome Program, Health Sector, King Abdulaziz City for Science and Technology, Riyadh, Saudi Arabia.
Katrin CrameriPersonalized Health Informatics Group, SIB Swiss Institute of Bioinformatics, 4051 Basel, Switzerland.
Sabine ÖsterlePersonalized Health Informatics Group, SIB Swiss Institute of Bioinformatics, 4051 Basel, Switzerland.
Valtteri WirtaScience for Life Laboratory, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden; Department of Clinical Genetics and Genomics, Karolinska University Hospital, Stockholm, Sweden.
Per SikoraGenomic Medicine Sweden, Gothenburg, Sweden.
Anna LindstrandDepartment of Clinical Genetics and Genomics, Karolinska University Hospital, Stockholm, Sweden; Karolinska Institutet, Department of Molecular Medicine and Surgery, 171 76 Stockholm, Sweden.
Frédérique Nowak2025 France Genomic Medicine Initiative, Health Technologies Institute, INSERM, Paris, France.
Inês Amado2025 France Genomic Medicine Initiative, Health Technologies Institute, INSERM, Paris, France.
Nicola Jane MulderH3ABioNet, a Pan African Bioinformatics Network for H3Africa, Computational Biology Division, IDM, University of Cape Town, Cape Town, South Africa.
Andrea GannaInstitute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland.
Peter GoodhandGlobal Alliance for Genomics and Health (GA4GH), Ontario Institute for Cancer Research (OICR), Toronto, ON, Canada.
Lindsay D SmithGlobal Alliance for Genomics and Health (GA4GH), Ontario Institute for Cancer Research (OICR), Toronto, ON, Canada; The Hospital for Sick Children, Toronto, ON M5G 1E8, Canada.
Christian R MarshallThe Hospital for Sick Children, Toronto, ON M5G 1E8, Canada.
Ma'n ZawatiCentre of Genomics and Policy, McGill University, Montreal, QC H3A 0G1, Canada.
Vincent FerrettiDepartment of Biochemistry and Molecular Medicine, Faculty of Medicine, Université de Montréal, Montreal, QC H3T 1J4, Canada; CHU Sainte-Justine Azrieli Research Center, Montreal, QC H3T 1C5, Canada.
Jacques L MichaudCHU Sainte-Justine Azrieli Research Center, Montreal, QC H3T 1C5, Canada; Department of Pediatrics and Neurosciences, Faculty of Medicine, Université de Montreal, Montréal, QC, Canada.
Dennis BulmanAlberta Precision Laboratories, Edmonton, AB T3K 2A8, Canada; Department of Medical Genetics, University of Calgary, Calgary, AB T2N 1N4, Canada; Clinical Genetics Unit, Alberta Children's Hospital Research Institute (ACHRI), Calgary, AB T3B 6A8, Canada.
Francois BernierDepartment of Medical Genetics, University of Calgary, Calgary, AB T2N 1N4, Canada; Clinical Genetics Unit, Alberta Children's Hospital Research Institute (ACHRI), Calgary, AB T3B 6A8, Canada.
Kym M BoycottChildren's Hospital of Eastern Ontario Research Institute, University of Ottawa, Ottawa, ON K1H 8L1, Canada. Electronic address: kboycott@cheo.on.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper reports the findings of an international survey of health data ecosystems (HDEs) in 12 countries plus the H3 Africa project using live, structured interviews with senior project team members under the auspices of Canada's All for One Precision Health Initiative. We note the high level of interest in HDEs around the world, as well as in Canada, despite the financial, jurisdictional, and other barriers that continue to hold back widespread data sharing. We present results detailing operational profiles for each of the 13 participants, including whether their healthcare systems are centralized (national) or decentralized (regional), project start date, funding, information technology (IT) infrastructure, and the extent to which participants have implemented a data-sharing mandate. We find no evidence to confirm common assumptions about features conferring an advantage on HDE development, such as early launch date or top-down government mandate. We also find no evidence of a reference model to explain what makes any HDE effective, valuable, or successful and conclude, on the basis of our interviews, that the diversity that makes each of these projects unique may undermine collective actions like data sharing. While participants provided useful cautions about pitfalls they encountered, more research on these issues is required, and we anticipate that advanced assessment tools like the maturity level model (MLM) developed by the European Union (EU) may help countries understand what stage of the HDE development process they have reached and what strategies will be most effective for them in later stages.

Indexed as

Information DisseminationMedical InformaticsPrecision MedicineCanadaInternationalitySurveys and Questionnairesdata sharinggenomicshealth data ecosystemprecision medicinepublic healthcare

Identifiers

PMID40695271
PMCPMC12414672

What Socratic 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 Socratic graph.