Evidence map›Paper›PMID 39260567›Full record

ArticleBiological psychiatry. Cognitive neuroscience and neuroimaging2025

Multivariate Association Between Functional Connectivity Gradients and Cognition in Schizophrenia Spectrum Disorders.

Ju-Chi Yu, Colin Hawco, Lucy Bassman, Lindsay D Oliver, Miklos Argyelan, James M Gold, Sunny X Tang, George Foussias, Robert W Buchanan, Anil K Malhotra and 3 more

Abstract read
In one paragraph

Article in Biological psychiatry. Cognitive neuroscience and neuroimaging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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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

13 authors.

Ju-Chi YuKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada. Electronic address: Ju-Chi.Yu@camh.ca.
Colin HawcoKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Lucy BassmanKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
Lindsay D OliverKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Miklos ArgyelanZucker Hillside Hospital, Glen Oaks, New York.
James M GoldMaryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland.
Sunny X TangZucker Hillside Hospital, Glen Oaks, New York.
George FoussiasKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Robert W BuchananMaryland Psychiatric Research Center, Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland.
Anil K MalhotraZucker Hillside Hospital, Glen Oaks, New York.
Stephanie H AmeisKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Aristotle N VoineskosKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Erin W DickieKimel Family Translational Imaging-Genetics Research Laboratory, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. Electronic address: Erin.Dickie@camh.ca.

Funding

Connectivity Biomarkers of Clinical Response in Treatment Resistant SchizophreniaR01MH109508 · NIMH · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI MALHOTRA, ANIL K · 2017 to 2021
$3.4M
Striatal Connectivity and Clinical Outcome in PsychosisR01MH108654 · NIMH · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI MALHOTRA, ANIL K · 2016 to 2021
$2.8M
Neuromodulation of Social Cognitive Circuitry in People with Schizophrenia Spectrum DisordersR61MH120188 · NIMH · CENTRE FOR ADDICTION AND MENTAL HEALTH · PI BUCHANAN, ROBERT W, MALHOTRA, ANIL K · 2020 to 2022
$2.3M
1/5 Neurocognitive and neuroimaging biomarkers: predicting progression towards dementia in patients with treatment-resistant late-life depressionR01MH114970 · NIMH · CENTRE FOR ADDICTION AND MENTAL HEALTH · PI VOINESKOS, ARISTOTLE NICHOLAS · 2017 to 2021
$2.0M
2/3-Social Processes Initiative in Neurobiology of the Schizophrenia(s)R01MH102313 · NIMH · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI MALHOTRA, ANIL K · 2014 to 2018
$1.9M
3/3-Social Processes Initiative in Neurobiology of the Schizophrenia(s)R01MH102318 · NIMH · UNIVERSITY OF MARYLAND BALTIMORE · PI BUCHANAN, ROBERT W, CARPENTER, WILLIAM T. · 2014 to 2018
$1.7M
1/3 - Social Processes Initiative in Neurobiology of the Schizophrenia(s)R01MH102324 · NIMH · CENTRE FOR ADDICTION AND MENTAL HEALTH · PI VOINESKOS, ARISTOTLE NICHOLAS · 2014 to 2018
$1.4M
Social Processes Initiative in Neurobiology of Autism-spectrum and Schizophrenia-spectrum Disorders(SPIN-ASD)R01MH114879 · NIMH · CENTRE FOR ADDICTION AND MENTAL HEALTH · PI AMEIS, STEPHANIE H · 2018 to 2021
$1.1M
Advancing Computational Linguistic Biomarkers of Disorganized Speech in PsychosisK23MH130750 · NIMH · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI TANG, SUNNY XIAOJING · 2022 to 2024
$586k
Identifying diagnostic biomarkers for Delirium and predicting cognitive Outcomes in hospitalized older adults using automated Speech Analysis (IDOSA)R21AG082054 · NIA · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI SINVANI, LIRON DANAY, TANG, SUNNY XIAOJING · 2023 to 2023
$439k
NIA NIH HHS R21 AG082054NIMH NIH HHS K23 MH130750NIMH NIH HHS R01 MH102313NIMH NIH HHS R01 MH102318NIMH NIH HHS R01 MH102324NIMH NIH HHS R01 MH108654NIMH NIH HHS R01 MH109508NIMH NIH HHS R01 MH114879NIMH NIH HHS R01 MH114970NIMH NIH HHS R61 MH120188
6 · The paper itself

Abstract

backgroundSchizophrenia spectrum disorders (SSDs), which are characterized by social cognitive deficits, have been associated with dysconnectivity in unimodal (e.g., visual, auditory) and multimodal (e.g., default mode and frontoparietal) cortical networks. However, little is known about how such dysconnectivity is related to social and nonsocial cognition and how such brain-behavior relationships associate with clinical outcomes of SSDs.

methodsWe analyzed cognitive (nonsocial and social) measures and resting-state functional magnetic resonance imaging data from the SPINS [Social Processes Initiative in Neurobiology of the Schizophrenia(s)] study (247 stable participants with SSDs and 172 healthy control participants, ages 18-55 years). We extracted gradients from parcellated connectomes and examined the association between the first 3 gradients and the cognitive measures using partial least squares correlation (PLSC). We then correlated the PLSC dimensions with functioning and symptoms in the SSD group.

resultsThe SSD group showed significantly lower differentiation on all 3 gradients. The first PLSC dimension explained 68.53% (p < .001) of the covariance and showed a significant difference between the SSD and the control group (bootstrap p < .05). PLSC showed that all cognitive measures were associated with gradient scores of unimodal and multimodal networks (gradient 1); auditory, sensorimotor, and visual networks (gradient 2); and perceptual networks and the striatum (gradient 3), which were less differentiated in SSDs. Furthermore, the first dimension was positively correlated with negative symptoms and functioning in the SSD group.

conclusionsThese results suggest a potential role of lower differentiation of brain networks in cognitive and functional impairments in SSDs.

Indexed as

BrainCognitionCognitive DysfunctionConnectomeNerve NetSchizophreniaAdolescentAdultFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedSchizophrenic PsychologyYoung AdultfMRIFunctional connectivityPartial least squares correlationPrincipal gradient analysisSchizophrenia spectrum disordersSocial cognition

Identifiers

PMID39260567
PMCPMC11891086

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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.