Evidence map›Paper›PMID 41779392›Full record

ArticleJAMA network open2026

Loneliness, Anxiety Symptoms, Depressive Symptoms, and Suicidal Ideation in the All of Us Dataset.

Katherine Musacchio Schafer, Jacob Franklin, Peter J Embí, Colin G Walsh

Abstract read
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Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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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.

Katherine Musacchio SchaferDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Jacob FranklinDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Peter J EmbíDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Colin G WalshDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Although anxiety symptoms and depressive symptoms are linked with increases in suicidal ideation, they leave much of the variance in suicidal ideation unexplained. Loneliness may mediate the links between anxiety symptoms and suicidal ideation as well as depressive symptoms and suicidal ideation. Objective: To analyze the mediating role of loneliness in the association between anxiety symptoms and suicidal ideation as well as in the association between depressive symptoms and suicidal ideation. Design, Setting, and Participants: This cross-sectional study used data collected between May 31, 2017, and October 1, 2023, from 62 685 US adults who completed the self-report mental health survey portion of the National Institutes of Health's All of Us Research Program. Main Outcomes and Measures: Self-report surveys estimated anxiety symptoms (using the 7-item Generalized Anxiety Disorder scale), depressive symptoms (using the first 8 items of the 9-item Patient Health Questionnaire [PHQ-9]), loneliness (using the UCLA Loneliness Scale), and suicidal ideation (using item 9 of the PHQ-9). Analyses were conducted in August of 2025. Results: The analytic sample of 62 685 individuals had a mean (SD) age of 61.8 (16.1) years and included 40 749 women (65.0%). Anxiety symptoms (r = 0.33; P < .001), depressive symptoms (r = 0.39; P < .001), and loneliness (r = 0.31; P < .001) correlated with suicidal ideation. When controlling for gender and race and ethnicity, depressive symptoms (B = 0.017 [95% CI, 0.017-0.019]), anxiety symptoms (B = 0.004 [95% CI, 0.004-0.006]), and loneliness (B = 0.007 [95% CI, 0.007-0.008]) accounted for significant variability in suicidal ideation. Loneliness partially mediated the association between anxiety symptoms (average causal mediation effect = 0.01; proportion mediated, 0.25; total association, 0.03; P < .001) and suicidal ideation as well as depressive symptoms (average causal mediation effect = 0.003; proportion mediated, 0.10; total association, 0.02; P < .001) and suicidal ideation, indicating the associations of anxiety and depressive symptoms with suicidal ideation were in part mediated by loneliness. Conclusions and Relevance: In this cross-sectional study of 62 685 participants from the All of Us Research Program, loneliness partially mediated the association between anxiety symptoms and suicidal ideation as well as depressive symptoms and suicidal ideation. Targeting and reducing loneliness may present a transdiagnostic approach to arrest the progression from anxiety and depressive symptoms toward suicidal ideation.

Indexed as

AnxietyDepressionLonelinessSuicidal IdeationAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedSelf ReportUnited States

Identifiers

PMID41779392
PMCPMC12961520

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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.