bioRxivNeurosciencePreprint
Reduced intra- and inter-individual diversity of semantic representations in the brains of schizophrenia patients
S. NishidaiD, Yukiko MatsumotoiD, Naganobu Yoshikawa, Shuraku SoniD, Akio Murakami, Ryusuke HayashiiD, Shinji NishimotoiD, Hidehiko TakahashiiD
Abstract
Schizophrenia patients often manifest semantic processing deficits. It has been proposed that these deficits stem from disorganized semantic representations in the brain. However, no study has yet examined the neural correlates of semantic disorganization by directly evaluating semantic representations in the brain. We used voxelwise modeling on functional magnetic resonance imaging signals to evaluate the semantic representations associated with several thousand words in individual patient brains. We then compared the structural properties of semantic representations to those in healthy controls. The variability of semantic representations was smaller both within individual patients and across patients compared to controls. Surrogate data analysis suggests that the observed reduction in representational variability is associated with disorganization of categorical information. To our knowledge, these findings provide the first evidence for sematic disorganization in schizophrenia at the level of brain representations.
- Citations
- 9
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- The Semantic Underpinnings of Speech Disorganization in Schizophrenia
Isaac Fradkin, Rani Moran, … Raymond J. Dolan·bioRxiv·Aug 10, 2025
- Disrupted modular organization of primary sensory brain areas in schizophrenics
Cécile Bordier, Carlo Nicolini, Angelo Bifone·bioRxiv·Jul 10, 2017
- Reduced interhemispheric and increased intrahemispheric connectivity in schizophrenia brain networks
Jorne Laton, Jeroen Van Schependom, … Maarten De Vos·bioRxiv·Sep 7, 2019
- Topographic diversity of structural connectivity in schizophrenia
Hongtao Ruan, Qiang Luo, … Jianfeng Feng·Schizophrenia ResearchPeer-reviewed·Nov 6, 2019
- Estimating multimodal brain variability in schizophrenia spectrum disorders: A worldwide ENIGMA study
Wolfgang Omlor, Finn Rabe, … Philipp Homan·bioRxiv·Sep 22, 2023
- Distributed neurophysiological dynamics link perception, action, and language in schizophrenia
Hsi Tiana Wei, Dominic Boutet, … Lena K. Palaniyappan·bioRxiv·Feb 18, 2026