ReviewAnnual review of biomedical data science2023
The
Abstract readReview
In one paragraph
Review in Annual review of biomedical data science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 1 of them a synthesis that pooled it.
0numbers the graph read from it
0cells of the map it votes in
53citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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.
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.
Who cites it
53 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Genome-wide association study of prostate-specific antigen levels in 392,522 men identifies new loci and improves prediction across ancestry groups.Nature genetics · 2025Pooled it
- Safety and Efficacy of GLP-1 Receptor Agonists in Adults With Epilepsy, Obesity, and Type 2 Diabetes.Annals of clinical and translational neurology · 2026Article
- Performance of Polygenic Risk Scores for Atherosclerotic Cardiovascular Disease in theCirculation. Genomic and precision medicine · 2026Article
- Privacy and Security Throughout the Health Data Life Cycle: From Primary Care to Research Networks.Annual review of biomedical data science · 2026Review
- Association of Common Ancestry-Enriched Variants With Cardiomyopathy and Arrhythmias.Circulation · 2026Article
- Prevalence and Clinical Impact of Pathogenic Variants in Cardiomyopathy Genes Among Individuals with Cardiac Conduction Disorders.medRxiv : the preprint server for health sciences · 2026Article
- Association of GLP-1 Receptor Agonists With Hepatic Decompensation in the All of Us Research Program.Diabetes, obesity & metabolism · 2026Article
- The All of Us Research Program's wearables dataset.Nature medicine · 2026Article
- Extending the Observational Medical Outcomes Partnership Common Data Model to Support Observational Peripheral Vascular Disease Research.The Journal of surgical research · 2026Observational
- Preoperative Decline and Postoperative Recovery of Wearable-Derived Physical Activity over a Four-Year Perioperative Period in Total Knee and Hip Arthroplasty.Sensors (Basel, Switzerland) · 2026Article
- Characterizing Physical Activity Trajectories Preceding Incident Major Depressive Disorder Diagnosis With Consumer Wearable Devices in the All of Us Research Program: Retrospective Nested Case-Control Study.Journal of medical Internet research · 2026Article
- Daily steps offset risks of sedentary behavior in the All of Us research program.Nature communications · 2026Article
- Sex Differences in Cigarette Smoking Among Hispanic and Non-Hispanic Black All of Us Participants: The Relative Importance of Sociodemographic Characteristics and Social Determinants of Health.Journal of racial and ethnic health disparities · 2026Article
- Patterns and Clinical Outcomes of Physical Activity and Sedentary Behavior Across 20 Million Days of Wearable Monitoring in U.S. Adults.medRxiv : the preprint server for health sciences · 2026Article
- SEA CDM: Study-Experiment-Assay Common Data Model and Databases for Cross-Domain Data Integration and Analysis.Scientific data · 2026Article
- Association of chronic disease risk and physical activity measured by wearable devices in the All of Us program.Communications medicine · 2026Article
- Investigation into EHR data coverage in the All of Us Research Program via linkage to health insurance claims.PloS one · 2026Article
- Real-World Comparative Weight Loss of GLP-1 Receptor Agonists in the All of Us Research Program: A Retrospective Cohort Study.Drug design, development and therapy · 2026Article
- Admixture mapping identifies complex trait associations with local ancestry in themedRxiv : the preprint server for health sciences · 2025Article
- Socioeconomic disparities in patient-reported outcomes, health literacy, and access to care among patients with primary brain tumors: findings from the All of Us Research Program.Journal of neuro-oncology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
35 authors.
Kelsey R MayoVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Melissa A BasfordVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Robert J CarrollDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Moira DillonVerily Life Sciences, South San Francisco, California, USA.
Heather FullenVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Jesse LeungVerily Life Sciences, South San Francisco, California, USA.
Hiral MasterVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Shimon RuraVerily Life Sciences, South San Francisco, California, USA.
Lina SuliemanDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Nan KennedyVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Eric BanksData Sciences Platform, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
David BernickBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Asmita GauchanVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Lee LichtensteinData Sciences Platform, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Brandy M MapesVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Kayla MargineanVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Steve L NyembaDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Andrea RamirezThe All of Us Research Program, National Institutes of Health, Bethesda, Maryland, USA.
Charissa RotundoVanderbilt University Medical Center Enterprise Cybersecurity, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Keri WolfeVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Weiyi XiaDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Romuladus E AzuineThe All of Us Research Program, National Institutes of Health, Bethesda, Maryland, USA.
Robert M CroninDepartment of Internal Medicine, The Ohio State University, Columbus, Ohio, USA.
Joshua C DennyThe All of Us Research Program, National Institutes of Health, Bethesda, Maryland, USA.
Abel KhoDepartment of Medicine and Institute for Augmented Intelligence in Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.
Christopher LuntThe All of Us Research Program, National Institutes of Health, Bethesda, Maryland, USA.
Bradley MalinDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Karthik NatarajanDepartment of Biomedical Informatics, Columbia University, New York, NY, USA.
Consuelo H WilkinsDepartment of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Hua XuSection of Biomedical Informatics and Data Science, School of Medicine, Yale University, New Haven, Connecticut, USA.
George HripcsakDepartment of Biomedical Informatics, Columbia University, New York, NY, USA.
Dan M RodenDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Anthony A PhilippakisBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
David GlazerVerily Life Sciences, South San Francisco, California, USA.
Paul A HarrisDeparment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA; email: paul.a.harris@vumc.org.
Funding
All of Us Research Program Data and Research CenterOT2OD035404 · OD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Melissa Basford, DAVID GLAZER · 2023 to 2026
$210.4MTechnology to Empower Changes in Health (TECH) Network Participant Technologies CenterU24OD023176 · OD · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2016 to 2022
$204.7MPrecision Medicine Initiative Cohort Program BiobankU24OD023121 · OD · MAYO CLINIC ROCHESTER · PI CEKANOVA, MARIA, CICEK, MINE · 2016 to 2024
$185.5MEnhancing All of Us Data Resources for Nutrition Precision Health: the All of Us Data and Research CenterU2COD023196 · OD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI GLAZER, DAVID, HARRIS, PAUL A. · 2016 to 2022
$143.7MAdaptive Platform for Personalized EngagementU24OD023163 · OD · VIGNET, INC. · PI JAIN, PRADUMAN · 2017 to 2020
$102.6MUniversity of Arizona-Banner Health All of Us Research Program OT2OD026549 · OD · UNIVERSITY OF ARIZONA · PI MORENO, FRANCISCO A, REIMAN, ERIC MICHAEL · 2018 to 2023
$78.9MCalifornia Precision Medicine Research Program ConsortiumOT2OD026552 · OD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ANTON-CULVER, HODA A, OHNO-MACHADO, LUCILA · 2018 to 2023
$73.4MAll of Us PennsylvaniaOT2OD026554 · OD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E, VISWESWARAN, SHYAM · 2018 to 2023
$72.1MNew York City Consortium for Precision MedicineOT2OD026556 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI BIER, LOUISE E, GHARAVI, ALI G · 2018 to 2023
$67.3MSouthEast Enrollment Center (SEEC) OT2OD026551 · OD · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI CARRASQUILLO, OLVEEN, COLON, VIVIAN · 2018 to 2023
$62.8MSouthern All of Us NetworkOT2OD026548 · OD · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI FOUAD, MONA N., KORF, BRUCE R · 2018 to 2023
$60.5MIllinois Precision Medicine Consortium OT2OD026557 · OD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI AHSAN, HABIBUL, ARGOS, MARIA · 2018 to 2023
$60.5MNIDDK NIH HHS P30 DK092949NIH HHS OT2 OD023205NIH HHS OT2 OD023206NIH HHS OT2 OD025276NIH HHS OT2 OD025277NIH HHS OT2 OD025315NIH HHS OT2 OD025337NIH HHS OT2 OD026548NIH HHS OT2 OD026549NIH HHS OT2 OD026550NIH HHS OT2 OD026551NIH HHS OT2 OD026552NIH HHS OT2 OD026553NIH HHS OT2 OD026554NIH HHS OT2 OD026555NIH HHS OT2 OD026556NIH HHS OT2 OD026557NIH HHS OT2 OD035404NIH HHS U24 OD023121NIH HHS U24 OD023163NIH HHS U24 OD023176NIH HHS U2C OD023196
Abstract
The
Indexed as
Biomedical ResearchPopulation HealthEcosystemHumansPrecision Medicinedata ecosystemdata integrationdata privacydiversityelectronic health recordsprecision medicine
Identifiers
What OpenQuestion holds
Textmetadata
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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.