Transcriptional expression patterns of morphometric inverse divergence networks in Alzheimer’s disease
Motivation: The alterations in morphometric inverse divergence (MIND) networks in Alzheimer's disease (AD) and their association with gene expression remain unclear, necessitating further investigation. Goal(s): To investigate structural alterations in AD through MIND networks and examine their association with gene transcriptional patterns. Approach: We analyzed structural MRI data from 192 patients with AD and 294 healthy individuals, constructing MIND networks and correlating structural changes with gene expression profiles. Results: We identified notable MIND alterations in AD-related regions, with these changes linked to cognitive decline, tau pathology, and specific gene expression patterns involved in synaptic signaling. Impact: This study reveals that MIND networks capture structural alterations in AD, linking these changes to cognitive decline, tau pathology, and gene expression. These findings offer a novel framework for understanding AD pathology and may guide future therapeutic interventions.
Authors
- Jianhong Yang (ORCID: https://orcid.org/0000-0003-0865-9830)
- Rui Zhu (ORCID: https://orcid.org/0009-0009-6899-8392)
- Jianbin Xin (ORCID: https://orcid.org/0000-0002-1024-4135)
- Hao Zhang (ORCID: https://orcid.org/0000-0002-7377-0589)
- Dawei Wang (ORCID: https://orcid.org/0000-0001-6957-2494)
- Wenwen Xu (ORCID: https://orcid.org/0000-0002-2574-7608)
- Guihua Xu (ORCID: https://orcid.org/0000-0003-3357-7714)
- Junyu Qu (ORCID: https://orcid.org/0009-0005-2970-5068)
- Yongsheng Wu (ORCID: https://orcid.org/0009-0005-7712-6917)
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/10.58530/2025/4371
- Primary Topic
- Cell Image Analysis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00