Evidence map›Paper›PMID 30053823›Full record

ArticleJournal of translational medicine2018

The new era of precision population health: insights for the All of Us Research Program and beyond.

Courtney R Lyles, Mitchell R Lunn, Juno Obedin-Maliver, Kirsten Bibbins-Domingo

Abstract readLetter
In one paragraph

Article in Journal of translational medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed, 1 pooled it
–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

39 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Area-Level Variation and Human Papillomavirus Vaccination among Adolescents and Young Adults in the United States: A Systematic Review.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2021
    Pooled it
  2. Trial
  3. Article
  4. Review
  5. Article
  6. NovelGenes · 2025
    Article
  7. Review
  8. Recruitment and Retention Strategies in Clinical Trials for Hip Fractures: A Cross-Sectional Analysis.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025
    Article
  9. Article
  10. Article
  11. Review
  12. Weighting the United StatesPreventive medicine reports · 2024
    Article
  13. Article
  14. Variants in EFCAB7 underlie nonsyndromic postaxial polydactyly.European journal of human genetics : EJHG · 2023
    Article
  15. Article
  16. TheAnnual review of biomedical data science · 2023
    Review
  17. Managing re-identification risks while providing access to the All of Us research program.Journal of the American Medical Informatics Association : JAMIA · 2023
    Article
  18. Article
  19. Article
  20. Article
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

4 authors.

Courtney R LylesCenter for Vulnerable Populations, University of California, San Francisco, CA, USA. Courtney.lyles@ucsf.edu.ORCID 0000-0002-1111-8595
Mitchell R LunnCenter for Vulnerable Populations, University of California, San Francisco, CA, USA.
Juno Obedin-MaliverCenter for Vulnerable Populations, University of California, San Francisco, CA, USA.
Kirsten Bibbins-DomingoCenter for Vulnerable Populations, University of California, San Francisco, CA, USA.

Funding

PRIDEnet for the All of Us Research Program OT2OD025276 · OD · STANFORD UNIVERSITY · PI LUNN, MITCHELL RYAN, OBEDIN-MALIVER, JUNO · 2017 to 2024
$13.0M
UCSF-Kaiser Urological Epidemiology Research Career Development ProgramK12DK111028 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HUANG, ALISON · 2016 to 2025
$5.3M
Hypertension Management in Minority and Low-income PopulationsK24DK103992 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BIBBINS-DOMINGO, KIRSTEN · 2014 to 2018
$917k
Engaging Diverse Patients in Using an Online Patient PortalR00HS022408 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LYLES, COURTNEY REES · 2015 to 2017
$740k
Agency for Healthcare Research and Quality R00HS022408AHRQ HHS R00 HS022408NIDDK NIH HHS K12 DK111028NIDDK NIH HHS K12DK111028NIDDK NIH HHS K24 DK103992NIH HHS OT2 OD025276NIH Office of the Director OT2OD025276Patient-Centered Outcomes Research Institute PPRN-1501-26848
6 · The paper itself

Abstract

Although precision medicine has made advances in individualized patient treatments, there needs to be continued attention on tailored population health and prevention strategies (often termed "precision population health"). As we continue to link datasets and use "big data" approaches in medicine, inclusion of diverse populations and a focus on disparities reduction are key components within a precision population health framework. Specific recommendations from the All of Us Research Program and the Precision Public Health Summit provide examples for moving this field forward.

Indexed as

Population HealthPrecision MedicineResearchCooperative BehaviorHumansInformation DisseminationSocial JusticeCommunity engagementPersonalized medicinePopulation healthPrecision medicinePrecision population healthPrecision public health

Identifiers

PMID30053823
PMCPMC6062956

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.