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.
Authors
- Adrienne C. Lahti (ORCID: https://orcid.org/0000-0002-5565-7662)
- Saige Rutherford (ORCID: https://orcid.org/0000-0003-3006-9044)
- André F. Marquand (ORCID: https://orcid.org/0000-0001-5903-203X)
- Jose O. Maximo (ORCID: https://orcid.org/0000-0002-7204-8623)
- Nina V. Kraguljac (ORCID: https://orcid.org/0000-0003-2567-4098)
- Junghee Lee (ORCID: https://orcid.org/0000-0001-9567-8700)
- Rhea A. Thukral (ORCID: https://orcid.org/0000-0002-5326-6633)
- Jordan S. Larson
- Camillo de la Fuente Sandoval
- Luis Felipe Rivera Chavez
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