ArticleCell research2024
Decoding the spatiotemporal regulation of transcription factors during human spinal cord development.
Article in Cell research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed.
- Spatiotemporal disarray of inflammatory microenvironment following spinal cord injury.Neural regeneration research · 2026Article
- Roles of spinal V3 interneurons: Roles in controlling movement in healthy and injured conditions.Neural regeneration research · 2026Article
- A 3D amphioxus brain atlas illuminates the blueprint of the ancestral chordate brain and highlights unique vertebrate innovations.Science advances · 2026Article
- Spinal cord extracellular matrix hydrogel enhances organoid maturation and functional regeneration after spinal cord injury.Materials today. Bio · 2026Article
- Review
- Exercise training promotes nerve cell repair and regeneration after spinal cord injury.Neural regeneration research · 2026Article
- Comparative analyses of regional and temporal transcriptomics of early human and mouse central nervous systems.iScience · 2026Article
- Molecular signatures of cell diversity modulated by long noncoding RNAs in the human fetal spinal cord.iScience · 2026Article
- Defining spinal motor neuron subtypes across development: from embryonic specification to postnatal maturation.Frontiers in cellular neuroscience · 2026Review
- Article
- Review
- Dynamic Intercellular Networks in the CNS: Mechanisms of Crosstalk from Homeostasis to Neurodegeneration.International journal of molecular sciences · 2025Review
- Advances in Microfluidic Single-Cell RNA Sequencing and Spatial Transcriptomics.Micromachines · 2025Review
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18 authors.
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Abstract
The spinal cord is a crucial component of the central nervous system that facilitates sensory processing and motor performance. Despite its importance, the spatiotemporal codes underlying human spinal cord development have remained elusive. In this study, we have introduced an image-based single-cell transcription factor (TF) expression decoding spatial transcriptome method (TF-seqFISH) to investigate the spatial expression and regulation of TFs during human spinal cord development. By combining spatial transcriptomic data from TF-seqFISH and single-cell RNA-sequencing data, we uncovered the spatial distribution of neural progenitor cells characterized by combinatorial TFs along the dorsoventral axis, as well as the molecular and spatial features governing neuronal generation, migration, and differentiation along the mediolateral axis. Notably, we observed a sandwich-like organization of excitatory and inhibitory interneurons transiently appearing in the dorsal horns of the developing human spinal cord. In addition, we integrated data from 10× Visium to identify early and late waves of neurogenesis in the dorsal horn, revealing the formation of laminas in the dorsal horns. Our study also illuminated the spatial differences and molecular cues underlying motor neuron (MN) diversification, and the enrichment of Amyotrophic Lateral Sclerosis (ALS) risk genes in MNs and microglia. Interestingly, we detected disease-associated microglia (DAM)-like microglia groups in the developing human spinal cord, which are predicted to be vulnerable to ALS and engaged in the TYROBP causal network and response to unfolded proteins. These findings provide spatiotemporal transcriptomic resources on the developing human spinal cord and potential strategies for spinal cord injury repair and ALS treatment.
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