Evidence map›Paper›PMID 39542116›Full record

ArticleJournal of affective disorders2025

Who transitions to bipolar disorder? A comparison of major depressive disorder, anxiety, and ADHD.

Kevin Li, Katrina M Rodriguez, Peter Zandi, Fernando S Goes

Abstract readComparative Study
In one paragraph

Article in Journal of affective disorders, 2025. 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. [Diagnostic transitions in adolescent inpatients with mental disorders: a retrospective cohort study].Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences · 2026
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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.

Kevin LiDepartment of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Katrina M RodriguezDepartment of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Department of Psychiatry, Columbia University College of Physicians and Surgeons, New York State Psychiatric Institute, NY, New York, USA.
Peter ZandiDepartment of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Fernando S GoesDepartment of Psychiatry and Behavioral Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA. Electronic address: fgoes1@jhmi.edu.

Funding

PSYCHIATRIC EPIDEMIOLOGY TRAINING PROGRAMT32MH014592 · NIMH · JOHNS HOPKINS UNIVERSITY · PI HEATHER E VOLK, Peter P. Zandi · 1985 to 2026
$8.5M
Research Training in Late-Life NeuroPsychiatric DisordersT32MH020004 · NIMH · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Patrick J Brown · 1998 to 2026
$6.1M
NIMH NIH HHS T32 MH014592NIMH NIH HHS T32 MH020004
6 · The paper itself

Abstract

backgroundDiagnostic delays in Bipolar Disorder (BD) are common and may contribute to worse outcomes. While most studies focus on depression as a primary precursor, both anxiety and attention deficit disorders are also frequent initial diagnoses. In the current study, we utilized a large, diverse electronic health record (EHR) dataset to quantify the rates and correlates of conversion to BD from these major precursor diagnoses.

methodsOur study analyzed a comprehensive ten-year EHR dataset from Johns Hopkins Medicine, a diverse urban medical center, to assess and compare the rates and correlates of conversion to BD from Major Depressive Disorder (MDD), anxiety disorders, and ADHD. Risk factors for transition were assessed as time-varying variables in proportional hazards models.

resultsOf the 21,341 patients initially included, 1232 later transitioned to a diagnosis of BD. Adjusted-one-year conversion rates for patients with MDD, anxiety disorders, and ADHD were 4.2 %, 3.4 %, and 4.0 %, respectively, with ten-year rates at 11.4 %, 9.4 %, and 10.9 %, respectively. Age (19-29 years), treatment setting (emergency and inpatient), and psychotropic medications were associated with conversion to BD across all precursor diagnoses. Severe and psychotic forms of MDD were among the strongest risk factors for transitioning to BD. Although risk factors for convertion were similar, transition rates were lower in children, particularly in indivudals with ADHD, who showed a higher rate of BD conversion in adults.

conclusionsThe highest risk of transitioning to BD was observed in patients initially diagnosed with MDD, though significant risk was also noted in those with initial diagnoses of anxiety disorders and adult ADHD.

Indexed as

Anxiety DisordersAttention Deficit Disorder with HyperactivityBipolar DisorderMajor Depressive DisorderAdultDelayed DiagnosisDisease ProgressionElectronic Health RecordsFemaleHumansMaleMiddle AgedProportional Hazards ModelsRisk FactorsYoung AdultADHDAnxietyBipolar disorderDepressionDiagnosisPrecursor

Identifiers

PMID39542116
PMCPMC12086717

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Registered trials

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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.