bioRxivNeurosciencePreprint
Deciphering Cell-Type and Temporal-Specific Matrisome Expression Signatures in Human Cortical Development and Neurodevelopmental Disorders via scRNA-Seq Meta-Analysis
Do Hyeon GimiD, Muhammad Zaman Khan AssiriD, Paul FowleriD, Michael David MorganiD, Daniel A. BergiD, Eunchai KangiD
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.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: database / resource
- approach: statistical model
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A single cell transcriptomic analysis of human neocortical development
Damon Polioudakis, Luis de la Torre-Ubieta, … Daniel H. Geschwind·bioRxiv·Aug 28, 2018
- An integrative single-cell atlas to explore the cellular and temporal specificity of neurological disorder genes during human brain development
Seoyeon Kim, Jihae Lee, … Joon‐Yong An·Experimental & Molecular MedicinePeer-reviewed·Oct 3, 2024
- Cell-type-specific DNA methylation dynamics in the prenatal and postnatal human cortex
Alice Franklin, Jonathan P. Davies, … Covadonga M. Diaz-Caneja·Cell GenomicsPeer-reviewed·Sep 25, 2025
- Spatial Single-cell Analysis Decodes Cortical Layer and Area Specification
Xuyu Qian, Kyle Coleman, … Christopher A. Walsh·bioRxiv·Jun 5, 2024
- An Atlas of Cortical Arealization Identifies Dynamic Molecular Signatures
Aparna Bhaduri, Carmen Sandoval-Espinosa, … Arnold R. Kriegstein·NaturePeer-reviewed·Oct 6, 2021
- Single-cell analysis of prenatal and postnatal human cortical development
Dmitry Velmeshev, Yonatan Perez, … Arnold R. Kriegstein·SciencePeer-reviewed·Oct 12, 2023