Transcriptome-Connectome association from fetal stage to adulthood
Motivation: Transcriptome, representing the set of gene expression, exhibits spatiotemporal heterogeneity during brain development, underlying the dramatic changes in brain structural connectivity as measured by diffusion MRI throughout development. Goal(s): Our goal was to elucidate the association between macroscopic structural connectome and microscopic transcriptome across development. Approach: Here, we revealed this dynamic association between structural connectome and gene expression from a large cohort of 336 participants from fetal stage to adulthood. Results: The changes of associated genes’ enrichment in cell types, biological processes, cellular components, and molecular functions across different ages shed light into the dynamic transcriptomic roles in connectome maturation. Impact: By associating transcriptome map from over 6500 protein-encoding genes and dMRI-derived structural network, we revealed spatiotemporally heterogeneous transcriptome-connectome association from fetal stage to adulthood, providing insights into genetically patterned process of brain topological changes in health and disease.
Authors
- Hao Huang (ORCID: https://orcid.org/0000-0002-9103-4382)
- Shaojie Ma (ORCID: https://orcid.org/0000-0002-8782-3047)
- David Andrijević (ORCID: https://orcid.org/0000-0002-5703-3837)
- Nenad Šestan (ORCID: https://orcid.org/0000-0003-0966-9619)
- Kartik Pattabiraman (ORCID: https://orcid.org/0000-0002-3924-426X)
- Minhui Ouyang (ORCID: https://orcid.org/0000-0001-8013-2553)
- Gabriel Santpere (ORCID: https://orcid.org/0000-0001-5909-8637)
- Kevin T. Gobeske (ORCID: https://orcid.org/0000-0002-2850-9197)
- Tanay Poddar
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/10.58530/2024/2389
- Primary Topic
- Congenital heart defects research
- Type
- article
- Field-Weighted Citation Impact
- 0.00