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Transcriptome-scale spatial gene expression in the human dorsolateral prefrontal cortex
- Source :
- Nature neuroscience
- Publication Year :
- 2021
-
Abstract
- We used the 10x Genomics Visium platform to define the spatial topography of gene expression in the six-layered human dorsolateral prefrontal cortex (DLPFC). We identified extensive layer-enriched expression signatures, and refined associations to previous laminar markers. We overlaid our laminar expression signatures onto large-scale single nuclei RNA sequencing data, enhancing spatial annotation of expression-driven clusters. By integrating neuropsychiatric disorder gene sets, we showed differential layer-enriched expression of genes associated with schizophrenia and autism spectrum disorder, highlighting the clinical relevance of spatially-defined expression. We then developed a data-driven framework to define unsupervised clusters in spatial transcriptomics data, which can be applied to other tissues or brain regions where morphological architecture is not as well-defined as cortical laminae. We lastly created a web application for the scientific community to explore these raw and summarized data to augment ongoing neuroscience and spatial transcriptomics research (http://research.libd.org/spatialLIBD).
- Subjects :
- 0301 basic medicine
Gene regulatory network
Gene Expression
Prefrontal Cortex
Genomics
Computational biology
Biology
Article
Transcriptome
03 medical and health sciences
0302 clinical medicine
Gene expression
medicine
Humans
Gene Regulatory Networks
Gene
General Neuroscience
medicine.disease
Dorsolateral prefrontal cortex
030104 developmental biology
medicine.anatomical_structure
Expression (architecture)
Autism spectrum disorder
Schizophrenia
Neuroscience
030217 neurology & neurosurgery
Subjects
Details
- Language :
- English
- ISSN :
- 15461726 and 10976256
- Volume :
- 24
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- Nature neuroscience
- Accession number :
- edsair.doi.dedup.....b0a42a7c929815a0cce05c4643d93209