Pulvinar-cortical connectomic deviations identify symptom-relevant biotypes in schizophrenia

Schizophrenia exhibits profound clinical heterogeneity, yet biologically interpretable imaging markers capturing symptom-specific variance remain elusive. Although the pulvinar is a critical higher-order thalamic hub for cortico-cortical coordination, whether its individualized abnormalities can define clinically meaningful biotypes remains unexplored. The present study implemented a symptom-guided normative modeling framework using multisite resting-state functional MRI data from 746 healthy controls and 387 patients with schizophrenia. Individualized pulvinar-cortical deviation profiles were estimated relative to a healthy reference model and integrated with symptom-guided feature selection and unsupervised clustering. Two partially separable biotypes were identified within a clinically enriched low-dimensional feature space. The biotypes were clinically anchored primarily in negative symptom severity, with a significant between-biotype difference that remained after adjustment for site and other available covariates. Symptom-relevant connections showed a structured cortical distribution concentrated predominantly in somatomotor, visual, and ventral attention networks. Imaging-transcriptomic analyses provided exploratory spatial molecular context, with Biotype 1 showing enrichment profiles involving translation, protein targeting, and synaptic organization, and Biotype 2 showing profiles involving neurodevelopment, synaptic remodeling, and metal-ion homeostasis. Site-exclusion analyses indicated partial stability of the biotype solution, although clinical separation varied across sites. Projection into an independent repetitive transcranial magnetic stimulation cohort showed nominal, uncorrected differences in 2-week negative symptom improvement that were not sustained at 4 weeks and should therefore be considered hypothesis-generating. These findings support a symptom-guided pulvinar-cortical framework for characterizing schizophrenia heterogeneity, while independent replication using prespecified models is required to establish clinical and biological validity.

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Publication Details

Journal
Translational Psychiatry
Published
2026-10-07
DOI
https://doi.org/10.1038/s41398-026-04495-4
Primary Topic
Functional Brain Connectivity Studies
Type
article
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article

Pulvinar-cortical connectomic deviations identify symptom-relevant biotypes in schizophrenia

Yuanjun Xie, Wei Liu, Di Wu, 关慕贞 et al.
Translational Psychiatry
Functional Brain Connectivity Studies
article

Pulvinar-cortical connectomic deviations identify symptom-relevant biotypes in schizophrenia

Yuanjun Xie, Wei Liu, Di Wu, 关慕贞, Ziliang Wang, Qiang Hu, Rui Yang, Hailin Ma
article en

Abstract

Schizophrenia exhibits profound clinical heterogeneity, yet biologically interpretable imaging markers capturing symptom-specific variance remain elusive. Although the pulvinar is a critical higher-order thalamic hub for cortico-cortical coordination, whether its individualized abnormalities can define clinically meaningful biotypes remains unexplored. The present study implemented a symptom-guided normative modeling framework using multisite resting-state functional MRI data from 746 healthy controls and 387 patients with schizophrenia. Individualized pulvinar-cortical deviation profiles were estimated relative to a healthy reference model and integrated with symptom-guided feature selection and unsupervised clustering. Two partially separable biotypes were identified within a clinically enriched low-dimensional feature space. The biotypes were clinically anchored primarily in negative symptom severity, with a significant between-biotype difference that remained after adjustment for site and other available covariates. Symptom-relevant connections showed a structured cortical distribution concentrated predominantly in somatomotor, visual, and ventral attention networks. Imaging-transcriptomic analyses provided exploratory spatial molecular context, with Biotype 1 showing enrichment profiles involving translation, protein targeting, and synaptic organization, and Biotype 2 showing profiles involving neurodevelopment, synaptic remodeling, and metal-ion homeostasis. Site-exclusion analyses indicated partial stability of the biotype solution, although clinical separation varied across sites. Projection into an independent repetitive transcranial magnetic stimulation cohort showed nominal, uncorrected differences in 2-week negative symptom improvement that were not sustained at 4 weeks and should therefore be considered hypothesis-generating. These findings support a symptom-guided pulvinar-cortical framework for characterizing schizophrenia heterogeneity, while independent replication using prespecified models is required to establish clinical and biological validity.

Translational Psychiatry
Wuhu Fourth People Hospital (CN), Xijing Hospital (CN), Xi'an Medical College (CN), Sichuan University of Science and Engineering (CN), Air Force Medical University (CN)
Openalex Percentile: Top 13%
Functional Brain Connectivity Studies
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