Replication of biological subgroups using resting-state functional connectivity normative modeling in patients with PSD

Motivation: Current findings in resting-state functional connectivity in patients with psychosis spectrum disorders (PSD) are inconsistent. This inconsistency is likely due to the heterogeneous nature of PSD. Furthermore, there is an inadequacy in capturing this heterogeneity. Goal(s): Demonstrate that normative modeling is a technique better capable of capturing heterogeneity and creating biologically based, less-heterogeneous subgroups across multiple patient cohorts. Approach: Functional connectivity values from 3 unrelated cohorts were mapped to a normative range and classified into 1 of 4 subgroups. Results: Subgroups were found to have significantly higher deviation load overlap than the overall group. Impact: Biological subgroupings using normative modeling is a promising and robust method to define patient subgroups at a biological, rather than clinical, level.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/0505
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
0.00
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article

Replication of biological subgroups using resting-state functional connectivity normative modeling in patients with PSD

Adrienne C. Lahti, Saige Rutherford, André F. Marquand, Jose O. Maximo et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Mental Health Research Topics
article

Replication of biological subgroups using resting-state functional connectivity normative modeling in patients with PSD

Adrienne C. Lahti, Saige Rutherford, André F. Marquand, Jose O. Maximo, Nina V. Kraguljac, Junghee Lee, Rhea A. Thukral, Jordan S. Larson, Camillo de la Fuente Sandoval, Luis Felipe Rivera Chavez
article en

Abstract

Motivation: Current findings in resting-state functional connectivity in patients with psychosis spectrum disorders (PSD) are inconsistent. This inconsistency is likely due to the heterogeneous nature of PSD. Furthermore, there is an inadequacy in capturing this heterogeneity. Goal(s): Demonstrate that normative modeling is a technique better capable of capturing heterogeneity and creating biologically based, less-heterogeneous subgroups across multiple patient cohorts. Approach: Functional connectivity values from 3 unrelated cohorts were mapped to a normative range and classified into 1 of 4 subgroups. Results: Subgroups were found to have significantly higher deviation load overlap than the overall group. Impact: Biological subgroupings using normative modeling is a promising and robust method to define patient subgroups at a biological, rather than clinical, level.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 74%
Mental Health Research Topics
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Replication of biological subgroups using resting-state functional connectivity normative modeling in patients with PSD — Adrienne C. Lahti, Saige Rutherford, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2025) | TGRS Research Map | TGRS