Evidence map›Paper›PMID 41863386›Full record

ArticleSchizophrenia bulletin2026

Mapping the Interplay Between Childhood Trauma, Substance Use, and Psychopathology in Early Psychosis: A Network Analysis Approach.

Dimitrios Kiakos, Luis Alameda, Lilith Abrahamyan-Empson, Carolina Spanevello, Marianna Gorgellino, Livia Alerci, Nadir Mebdouhi, Philippe Conus, Sandra Vieira

Abstract read
In one paragraph

Article in Schizophrenia bulletin, 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

9 authors.

Dimitrios KiakosService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.ORCID 0009-0007-0552-120X
Luis AlamedaService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.
Lilith Abrahamyan-EmpsonService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.ORCID 0000-0002-0495-2979
Carolina SpanevelloService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.
Marianna GorgellinoService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.
Livia AlerciService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.
Nadir MebdouhiService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.
Philippe ConusService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.
Sandra VieiraService of General Psychiatry, Lausanne University Hospital (CHUV), Lausanne, 1003, Switzerland.

Funding

Wellcome Trust 221638/B/20/Z
6 · The paper itself

Abstract

background and hypothesisEvidence suggests a complex interplay among childhood trauma (CT), substance use, and psychopathology in psychosis, yet the precise nature of these relationships remains unclear. Network analysis offers distinct advantages for examining these factors simultaneously, as it can capture multidirectional associations across multiple trauma subtypes, substances, and symptoms that conventional methods may overlook. STUDY

designIn this study, data from 317 patients with early psychosis were used. CT was assessed across 5 subtypes (sexual, physical, and emotional abuse; physical and emotional neglect) using a tailored questionnaire completed by case managers. Current use of alcohol, opioids, cocaine, cannabis, and amphetamines was evaluated with the Case Manager Rating Scale for Substance Abuse. Symptoms were measured with the Positive and Negative Syndrome Scale. A mixed graphical model was fitted to estimate conditional associations among CT, substance use, and psychopathology. Further analyses on the network's connectivity were conducted. STUDY

resultsThree distinct patterns of connection emerged, respectively associated with cannabis use, depressive symptoms, and attentional difficulties, linking trauma to psychopathology. Cannabis emerged as a central bridge, linking trauma to both symptom severity and broader substance use.

conclusionsThese findings highlight the nuanced relationships between CT, substance use, and psychopathology. They further suggest that cannabis may serve both as a catalyst for psychopathology and as a gateway to broader substance use among trauma-exposed individuals. Together, these findings may support more comprehensive clinical formulation and informed treatment planning in early intervention settings.

Indexed as

Adverse Childhood ExperiencesDepressionPsychotic DisordersSubstance-Related DisordersAdultAlcoholismAmphetamine-Related DisordersCocaine-Related DisordersFemaleHumansMaleMarijuana AbuseOpioid-Related DisordersSocial Network AnalysisYoung Adultcannabis and psychosisdepressive symptomspsychosis interventions and preventionsymptom networkstrauma-related pathways

Identifiers

PMID41863386
PMCPMC13005114

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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.