The Psychopathology and Neuroanatomical Markers of Depression in Early Psychosis.

Abstract:

:Depression frequently occurs in first-episode psychosis (FEP) and predicts longer-term negative outcomes. It is possible that this depression is seen primarily in a distinct subgroup, which if identified could allow targeted treatments. We hypothesize that patients with recent-onset psychosis (ROP) and comorbid depression would be identifiable by symptoms and neuroanatomical features similar to those seen in recent-onset depression (ROD). Data were extracted from the multisite PRONIA study: 154 ROP patients (FEP within 3 months of treatment onset), of whom 83 were depressed (ROP+D) and 71 who were not depressed (ROP-D), 146 ROD patients, and 265 healthy controls (HC). Analyses included a (1) principal component analysis that established the similar symptom structure of depression in ROD and ROP+D, (2) supervised machine learning (ML) classification with repeated nested cross-validation based on depressive symptoms separating ROD vs ROP+D, which achieved a balanced accuracy (BAC) of 51%, and (3) neuroanatomical ML-based classification, using regions of interest generated from ROD subjects, which identified BAC of 50% (no better than chance) for separation of ROP+D vs ROP-D. We conclude that depression at a symptom level is broadly similar with or without psychosis status in recent-onset disorders; however, this is not driven by a separable depressed subgroup in FEP. Depression may be intrinsic to early stages of psychotic disorder, and thus treating depression could produce widespread benefit.

journal_name

Schizophr Bull

journal_title

Schizophrenia bulletin

authors

Upthegrove R,Lalousis P,Mallikarjun P,Chisholm K,Griffiths SL,Iqbal M,Pelton M,Reniers R,Stainton A,Rosen M,Ruef A,Dwyer DB,Surman M,Haidl T,Penzel N,Kambeitz-Llankovic L,Bertolino A,Brambilla P,Borgwardt S,Kambeitz

doi

10.1093/schbul/sbaa094

subject

Has Abstract

pub_date

2021-01-23 00:00:00

pages

249-258

issue

1

eissn

0586-7614

issn

1745-1701

pii

5868437

journal_volume

47

pub_type

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