Deciphering Cell-Type and Temporal-Specific Matrisome Expression Signatures in Human Cortical Development and Neurodevelopmental Disorders via scRNA-Seq Meta-Analysis
Gim, D. H.; Assir, M. Z.; Fowler, P. A.; Morgan, M. D.; Berg, D. A.; Kang, E.
Show abstract
Human cortical development is a complex process involving the proliferation, differentiation, and migration of progenitor cells, all coordinated within a dynamic extracellular matrix (ECM). ECM plays a crucial role in guiding these processes, yet its specific contributions and the implications of its dysregulation in neurodevelopmental disorders (NDDs) remain underexplored. In this study, we conducted a meta-analysis of single-cell RNA sequencing (scRNA-seq) data from 37 donors, gestational weeks (GWs) 8 to 26 across six independent studies to elucidate cell type-specific matrisome gene expression signatures and their dynamics in the developing human cortex. Our analysis identified distinct matrisome gene signatures across various cell types, with significant temporal changes during cortical development. Notably, a substantial proportion of matrisome genes are associated with NDDs, exhibiting cell type, temporal and disease specificity. These findings highlight the critical role of cell type-specific matrisome regulation in cortical development and its potential involvement in NDD pathogenesis. This study provides a comprehensive map of cell type-specific matrisome signatures in the developing human cortex and highlights the importance of ECM in both normal development and the pathogenesis of NDDs.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Aberrant pace of cortical neuron development in brain organoids from patients with 22q11.2 deletion syndrome-associated schizophrenia 97%
- Cell-type, single-cell, and spatial signatures of brain-region specific splicing in postnatal development 97%
- CTCF mutation at R567 causes developmental disorders via 3D genome rearrangement and abnormal neurodevelopment 97%
Similar papers in this journal
- Chronic exposure to glucocorticoids amplifies inhibitory neuron cell fate during human neurodevelopment in organoids 96%
- L1 retrotransposons drive human neuronal transcriptome complexity and functional diversification 96%
- Single-cell genomics reveals region-specific developmental trajectories underlying neuronal diversity in the human hypothalamus 96%
Similar papers in this journal
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.