Evidence map›Paper›PMID 42369496›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Association of Genetic Liability to Psychiatric Disorders with Peripheral Metabolic Dysregulation.

Juan F De la Hoz, Younga Heather Lee, Justin D Tubbs, William Meyerson, Mihael Cudic, Devon Watts, Yen-Chen Anne Feng, Yulu Chen, Jessica Lasky-Su, Tian Ge and 1 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

11 authors.

Juan F De la HozPsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-5584-7511
Younga Heather LeePsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0001-7517-6594
Justin D TubbsPsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-6671-6816
William MeyersonCenter for Precision Psychiatry, Department of Psychiatry, Massachusetts General Hospital, Boston, MA.ORCID 0000-0003-1757-1451
Mihael CudicPsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-9358-4230
Devon WattsPsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-8789-0266
Yen-Chen Anne FengInstitute of Health Data Analytics and Statistics, College of Public Health, National Taiwan University, Taipei, Taiwan.ORCID 0000-0003-2116-3645
Yulu ChenChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, MA.ORCID 0000-0003-2208-7242
Jessica Lasky-SuChanning Division of Network Medicine, Brigham and Women's Hospital, Boston, MA.ORCID 0000-0001-6236-4705
Tian GePsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0003-4785-4444
Jordan W SmollerPsychiatric and Neurodevelopment Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA.ORCID 0000-0002-0381-6334

Funding

Interactive Data Portals and Robust Analytic Tools to Wrap PASC Cohorts (iDRAW) OTA-21-015AOT2HL161841 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI FOULKES, ANDREA S, KARLSON, ELIZABETH W · 2021 to 2024
$182.2M
RESEARCH TRAINING-MEDICAL INFORMATICS 90T15LM007092 · NLM · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI Nils Gehlenborg · 1992 to 2026
$32.8M
Omic Determinants of Longitudinal Lung Function in AsthmaR01HL155742 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI LASKY-SU, JESSICA A, MCGEACHIE, MICHAEL JOHN · 2021 to 2025
$3.9M
PsycheMERGE: Leveraging electronic health records and genomics for mental health researchR01MH118233 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI DAVIS, LEA K, SMOLLER, JORDAN W · 2019 to 2022
$3.1M
Partners Healthcare Training Program in Precision and Genomic MedicineT32HG010464 · NHGRI · MASSACHUSETTS GENERAL HOSPITAL · PI HEIDI L REHM, JORDAN W SMOLLER · 2019 to 2026
$3.1M
Leveraging computational strategies to disentangle the genetic and neural underpinnings of ADHD and its associated cognitive systemsR01MH130899 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI Tian Ge · 2023 to 2026
$3.0M
2/7 PsycheMERGE: Advancing Precision PsychiatryR01MH137218 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI JORDAN W SMOLLER · 2024 to 2026
$2.4M
Better utilization of omics data to inform precision medicine for asthma throughout the life courseR01HL169300 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI JESSICA A LASKY-SU · 2024 to 2026
$2.3M
Integrating genomics and EHR to accelerate precision psychiatryK01MH141330 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI Justin Tubbs · 2025 to 2026
$365k
Characterizing Biological Aging for Heart and Lung Diseases Using Multi-omics AgeotypesK01HL179256 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI CHEN, YULU · 2025 to 2025
$177k
NHGRI NIH HHS T32 HG010464NHLBI NIH HHS K01 HL179256NHLBI NIH HHS OT2 HL161841NHLBI NIH HHS R01 HL155742NHLBI NIH HHS R01 HL169300NIMH NIH HHS K01 MH141330NIMH NIH HHS R01 MH118233NIMH NIH HHS R01 MH130899NIMH NIH HHS R01 MH137218NLM NIH HHS T15 LM007092
6 · The paper itself

Abstract

Importance: Individuals with psychiatric disorders face elevated cardiometabolic risk which is linked to increased mortality. The extent to which this reflects shared pathogenesis or the downstream effects of illness and treatment remains poorly understood. Objective: To characterize the direct pleiotropic effects of psychiatric genetic liability on circulating metabolites and aggregate cardiometabolic risk, independent of psychiatric diagnosis and psychotropic medication use. Design Setting and Participants: Cross-sectional analysis of Mass General Brigham Biobank participants with metabolomic profiling, genomic data, and linked electronic health records. Exposures: Genetic liability to nine psychiatric disorders quantified using polygenic risk scores (PRS): attention deficit/hyperactivity disorder (ADHD), anorexia nervosa (ANO), anxiety disorder (ANX), autism spectrum disorder (ASD), bipolar disorder (BD), major depressive disorder (MDD), PTSD, schizophrenia (SCZ), and substance use disorder (SUD). Main Outcomes and Measures: 249 circulating metabolites and four metabolomic risk scores (MRS) for type 2 diabetes, myocardial infarction, ischemic stroke, and vascular dementia. PRS-metabolite associations were estimated using nested models adjusting for lifetime psychiatric diagnosis and psychotropic medication use. Results: Across 25,290 participants, we identified 604 significant PRS-metabolite associations (Bonferroni p< 1.36 x 10 Conclusions and Relevance: Psychiatric genetic liability is associated with systemic metabolic dysregulation independent of illness onset or treatment, supporting a partially pleiotropic basis for psychiatric-cardiometabolic comorbidity.

Identifiers

PMID42369496
PMCPMC13308306

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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.