Evidence map›Paper›PMID 41875895›Full record

ArticleAmerican journal of human genetics2026

Return of genome-informed risk-assessment results for common conditions to 23,840 adults and children: An eMERGE network study.

Lucinda P Lawson, Cynthia A Prows, Josh Cortopassi, Kyle W Davis, Madilyn Head, Lisa J Martin, Emma F Perez, Agboade Sobowale, Noura S Abul-Husn, Hana Bangash and 60 more

Abstract read
In one paragraph

Article in American journal of human genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
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  5. 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

70 authors.

Lucinda P LawsonCenter for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Division of Allergy and Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA. Electronic address: lucinda.lawson@cchmc.org.
Cynthia A ProwsDivisions of Human Genetics and Patient Services, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Josh CortopassiDepartment of Neurology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.
Kyle W DavisDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Madilyn HeadScreening and Genetics Section, Division of Prevention and Community Health, Washington State Department of Health, Shoreline, WA, USA.
Lisa J MartinDivisions of Human Genetics and Patient Services, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Emma F PerezDivision of Genetics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Agboade SobowaleCenter for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Noura S Abul-Husn23andMe Research Institute, Palo Alto, CA, USA; Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Hana BangashDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Harris T BlandDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
Katherine E BoniniInstitute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Rex L ChisholmCenter for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Wendy K ChungDepartment of Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA.
James J CiminoDepartment of Biomedical Informatics and Data Science, The University of Alabama at Birmingham, Birmingham, AL, USA.
John J ConnollyCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
David R CrosslinDivision of Biomedical Informatics and Genomics, John W. Deming Department of Medicine, Tulane University School of Medicine, New Orleans, LA, USA.
Robert R FreimuthDepartment of AI and Informatics, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, USA.
Blake GoffDepartment of Neurology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.
Adam S GordonCenter for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Hakon HakonarsonCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Margaret H HarrCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Emma HenricksMass General Brigham Personalized Medicine, Cambridge, MA, USA.
Valentina HernandezMountain Park Health Center, Phoenix, AZ, USA.
Christin HoellCenter for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Ingrid A HolmDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.
George HripcsakDepartment of Biomedical Informatics, Columbia University, New York, NY, USA.
Elizabeth W KarlsonDivision of Rheumatology, Inflammation, and Immunity, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Eimear E KennyInstitute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Atlas KhanDivision of Nephrology, Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY, USA.
Krzysztof KirylukDivision of Nephrology, Department of Medicine, Vagelos College of Physicians & Surgeons, Columbia University, New York, NY, USA.
Leah C KottyanCenter for Autoimmune Genomics and Etiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Division of Allergy and Immunology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Niall J LennonBroad Clinical Labs, Broad Institute of MIT & Harvard, Cambridge, MA, USA.
Nita LimdiDepartment of Neurology, Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.
Jodell E LinderVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA.
Cong LiuDivision of Genetics and Genomics, Boston Children's Hospital, Boston, MA, USA.
Teri A ManolioNational Human Genome Research Institute, NIH, Bethesda, MD, USA.
Mary A MaradikCenter for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Priya N MaratheInstitute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Devi P MaripuriCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Undiagnosed Disease Program, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Elizabeth M McNallyCenter for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Shawn N MurphyDepartment of Neurology, Massachusetts General Hospital, Boston, MA, USA.
Mohammadreza NaderianDepartment of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
Bahram NamjouDepartment of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Jacqueline A OdgisInstitute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Josh F PetersonDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
Daniel E Pineda-AlvarezInvitae (now part of Labcorp), San Francisco, CA, USA.
Megan PuckelwartzCenter for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Department of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Jasmine PurcellCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Laura J Rasmussen-TorvikDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Dan M RodenDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pharmacology, Vanderbilt University Medical Center, Nashville, TN, USA.
Elisabeth A RosenthalDivision of Medical Genetics, Department of Medicine, University of Washington Medical Center, Seattle, WA, USA.
Robb RowleyNational Human Genome Research Institute, NIH, Bethesda, MD, USA.
Maya SabatelloCenter for Precision Medicine & Genomics, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA; Division of Ethics, Department of Medical Humanities and Ethics, Columbia University Irving Medical Center, New York, NY, USA.
Courtney L ScherrDepartment of Communication Studies, Northwestern University, Chicago, IL, USA.
Gabriel Q ShaibiCenter for Health Promotion and Disease Prevention, Arizona State University, Tempe, AZ, USA.
Richard R SharpBiomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA.
Jordan W SmollerPsychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Department of Psychiatry, Harvard Medical School, Boston, MA, USA.
Rene SterlingNational Human Genome Research Institute, NIH, Bethesda, MD, USA.
Sabrina A SuckielInstitute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Shannon TerekCenter for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Yi-Lee TingInvitae (now part of Labcorp), San Francisco, CA, USA.
Digna R Velez EdwardsDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Quantitative and Clinical Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN, USA.
Theresa L WalunasDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA; Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Wei-Qi WeiDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.
Chunhua WengDepartment of Biomedical Informatics, Columbia University, New York, NY, USA.
Georgia L WiesnerDepartment of Medicine, Division of Genetic Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Su XianDepartment of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, USA.
Gail P JarvikDepartment of Pharmacology, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Genomic Sciences, University of Washington Medical Center, Seattle, WA, USA.
Iftikhar KulloDivision of Cardiovascular Medicine and the Mellowes Center for Genomic Sciences and Precision Medicine, Medical College of Wisconsin, Milwaukee, WI, USA.

Funding

The eMERGE Risk Assessment Network - Coordinating CenterU01HG011166 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Niall John Lennon, Joseph F. Peterson · 2020 to 2026
$16.8M
Genomic Basis of Susceptibility to COVID-19 Infection and its ComplicationsU01HG006379 · NHGRI · MAYO CLINIC ROCHESTER · PI Richard R. Sharp · 2011 to 2026
$16.5M
Finding Genomic Profiles of COVID-19 Phenotypes from the EHRU01HG008685 · NHGRI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIZABETH W KARLSON, Matthew S Lebo · 2015 to 2026
$13.6M
Variation, Function, and Disease Supplement ProgramU01HG008657 · NHGRI · UNIVERSITY OF WASHINGTON · PI David Russell Crosslin, Gail Pairitz Jarvik · 2015 to 2026
$13.4M
OMOP information model for eMERGE phenotypingU01HG008680 · NHGRI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Wendy K Chung, GEORGE M HRIPCSAK · 2015 to 2026
$13.3M
Genomic risk in clinic care to promote health equity in New York City patientsU01HG011176 · NHGRI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI NOURA SERENE ABUL-HUSN, Eimear Elizabeth Kenny · 2020 to 2026
$10.4M
Utilizing Polygenic Risk to Understand and Improve Outcomes: A Model For Overturning Health Disparities Through Minority-Enriched Genomics HealthcareU01HG011175 · NHGRI · CHILDREN'S HOSP OF PHILADELPHIA · PI Hakon Hakonarson · 2020 to 2026
$10.3M
Integrating Genomic Risk Assessment for Disease Management in a Clinical PopulationU01HG011167 · NHGRI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI JAMES J CIMINO, NITA A LIMDI · 2020 to 2026
$9.3M
Northwestern Genomic Risk Assessment and Management ProgramU01HG011169 · NHGRI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI REX L CHISHOLM, Elizabeth M McNally · 2020 to 2026
$7.4M
Polygenic Risk Scores for Healthier African American FamiliesU01HG011172 · NHGRI · CINCINNATI CHILDRENS HOSP MED CTR · PI Leah Claire Kottyan, LISA J MARTIN · 2020 to 2026
$7.2M
Vanderbilt Genome-Electronic Records (VGER) ProjectU01HG011181 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI DAN M RODEN, Digna R Velez Edwards · 2020 to 2026
$7.0M
NHGRI NIH HHS U01 HG006379NHGRI NIH HHS U01 HG008657NHGRI NIH HHS U01 HG008680NHGRI NIH HHS U01 HG008685NHGRI NIH HHS U01 HG011166NHGRI NIH HHS U01 HG011167NHGRI NIH HHS U01 HG011169NHGRI NIH HHS U01 HG011172NHGRI NIH HHS U01 HG011175NHGRI NIH HHS U01 HG011176NHGRI NIH HHS U01 HG011181
6 · The paper itself

Abstract

Incorporating genetic risk factors to assess health risk and inform screening is critical for advancing precision medicine. The Electronic Medical Records and Genomics (eMERGE) Network conducted a large-scale study returning genome-informed risk assessments (GIRAs) to 23,840 participants (ages 3-75) across ten clinical sites. Risk for 11 common conditions was assessed using polygenic risk scores (PRSs), monogenic variants, and family history, with results placed in the electronic health record and returned to participants. Non-high-risk and family history-only high-risk results were delivered via patient portal, secure email, or mail. High-risk results involving PRSs, monogenic variants, or BOADICEAs (integrated breast cancer risk scores) were attempted to be returned one-on-one (1:1) via phone, video, or in person. Here, we evaluate the frequency and drivers of high-risk GIRAs, the feasibility of completing 1:1 returns, and factors associated with completing 1:1 delivery. Nearly 35% of participants (8,305) received high-risk results, most (76%) for a single condition. The most common triggers were family history and high PRS. Of those with high-risk GIRAs, 4,911 qualified for 1:1 return, with return completion rates equaling 78.5% for adults and 67.5% for children. The primary barrier to completing a 1:1 return session was the inability to contact participants. Among variables potentially impacting return success, homeownership, "good health," highest education level, and lack of health insurance all were significantly associated with successful 1:1 return with large effect sizes. This study demonstrates the feasibility of large-scale GIRA return in diverse clinical settings and highlights barriers that may impact equitable delivery of high-risk results.

Indexed as

Genetic Predisposition to DiseaseGenetic TestingGenome, HumanAdolescentAdultAgedChildChild, PreschoolElectronic Health RecordsFemaleGenetic Risk ScoreGenomicsHumansMiddle AgedPrecision MedicineReturn of Individual Research Resultscomplex diseasesgenomic medicinepolygenic risk scorespopulation geneticsprecision medicinereturn of resultssocial determinants of health

Identifiers

PMID41875895
PMCPMC13087454

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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.