Molecular-informed Functional Imaging of Working Memory Processes
Motivation: Task-based fMRI studies highlighted the dorsolateral prefrontal cortex (dlPFC) involvement during working memory (WM) processes. However, BOLD fMRI indirectly estimates neural activity and lacks neuroreceptor specificity. Goal(s): We investigated inhibitory and excitatory receptor density influence on functional connectivity (FC) during varying WM loads. Approach: Using N-back fMRI tasks and Receptor-Enriched Analysis of Functional Connectivity by Targets (REACT), we assessed GABA-A and mGluR5 connectivity effects. Results: We found decreased GABA-A- and increased mGluR5-enriched FC with increasing WM load in networks involving the dlPFC, in line with fMRI and single-voxel MRS studies. Therefore, REACT is a promising tool bridging whole-brain molecular organization and FC. Impact: Our molecular-enriched fMRI analysis revealed how varying working memory load modulates functional connectivity related to the underlying neurotransmitters. This provides crucial information for a better understanding of the neural mechanisms underlying brain disorders like Alzheimer’s disease and Schizophrenia.
Authors
- Manuela Moretto (ORCID: https://orcid.org/0000-0003-4178-1854)
- Stefano Tambalo (ORCID: https://orcid.org/0000-0003-2562-1324)
- Ottavia Dipasquale (ORCID: https://orcid.org/0000-0002-2867-8222)
- Jorge Jovicich (ORCID: https://orcid.org/0000-0001-9504-7503)
- Francesca Saviola (ORCID: https://orcid.org/0000-0001-7082-314X)
- A. Ferrari
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
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0326
- Primary Topic
- Machine Learning in Materials Science
- Type
- article
- Field-Weighted Citation Impact
- 0.00