Evidence map›Paper›PMID 40316129›Full record

ReviewBiological psychiatry2026

Hierarchical Phenotyping of Psychopathology: Implications and Opportunities for Precision Psychiatry When Biology Could Be Associated With Both Symptoms and Syndromes.

Daniel P Moriarity, Emily R Perkins, Keanan J Joyner

Abstract readReview
In one paragraph

Review in Biological psychiatry, 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

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

3 citing papers in PubMed.

  1. Using the Hierarchical Taxonomy of Psychopathology (HiTOP) for precision psychiatry.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2026
    Article
  2. Article
  3. 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

3 authors.

Daniel P MoriarityDepartment of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania. Electronic address: dmori@upenn.edu.
Emily R PerkinsDepartment of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania.
Keanan J JoynerDepartment of Psychology, University of California, Berkeley, California.

Funding

Testing a Social Safety Theory Perspective on Depression: An Intensive Longitudinal Immunopsychiatric Data ApproachF32MH130149 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI MORIARITY, DANIEL P · 2022 to 2024
$210k
NIMH NIH HHS F32 MH130149
6 · The paper itself

Abstract

As psychiatry increasingly embraces precision medicine principles, there have been efforts to characterize the specificity of biology-psychopathology associations (e.g., is biology associated with syndromes or symptoms?). Unfortunately, the vast majority of research is designed to test syndromes (e.g., case-control, symptom total/average scores) or individual symptoms a priori based on untested assumptions. Alternatively, most studies that attempt to empirically compare these options test biology as a predictor of 1) syndromes and 2) symptoms in separate models that are unable to directly falsify the specificity of observed associations because these options are not directly competing for the same variance. In this review, we will 1) discuss the historical tension between symptom- and syndrome-focused psychiatry; 2) introduce hierarchical phenotyping as an approach to determining the specificity of biology-psychopathology associations; 3) highlight how hierarchical phenotyping approaches are complementary to leading nosological movements in psychopathology research; 4) illustrate how a hierarchical phenotyping lens can generate promising future directions for precision psychiatry using immunopsychiatric, genetic, and neurophysiological examples; 5) highlight clinical implications of hierarchical phenotyping approaches to psychiatry; 6) discuss methodological implications of hierarchical phenotyping for best practices in measuring and modeling psychopathology; and 7) introduce methodological resources for readers interested in investigating hierarchical phenotyping in their own work. In doing so, we seek to build the case for hierarchical phenotyping approaches while simultaneously preparing motivated readers to use these methods in their own work to advance precision psychopathology research.

Indexed as

Mental DisordersPhenotypePrecision MedicinePsychiatryPsychopathologyHumansSyndromeBiotypingMeasurementPhenotypingPrecision MedicinePrecision psychiatry

Identifiers

PMID40316129
PMCPMC13089679

What OpenQuestion holds

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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.