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Updated: Jun 6, 2026

Mining Spatial Transcriptomics Datasets using DeepSpaceDB
Published on: September 5, 2025
Spatio-molecular gene expression reflects dorsal anterior cingulate cortex structure and function in the human brain
Kinnary Shah1, Michael S Totty1, Svitlana V Bach2
1Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
The human brain
Area of Science:
- Neuroscience
- Molecular Biology
- Genomics
Background:
- The dorsal anterior cingulate cortex (dACC) is crucial for cognitive control, reward processing, and emotional regulation.
- Evolutionarily older than the dorsolateral prefrontal cortex (dlPFC), the dACC possesses unique specializations like agranularity and von Economo neurons (VENs).
Purpose of the Study:
- To define cell types and spatial domains within the dACC using advanced transcriptomic techniques.
- To compare the molecular and laminar specialization of the dACC with the dlPFC.
Main Methods:
- Paired spatially resolved transcriptomics (SRT) and single-nucleus RNA-sequencing (snRNA-seq) were performed on ten adult neurotypical human brain samples.
- Non-negative matrix factorization was employed to project gene expression patterns from snRNA-seq onto SRT data for spatial localization.
- Publicly available resources were used to analyze spatial topography, disease risk enrichment, and connectivity of dACC cell types, including VENs.
Main Results:
- Detailed mapping of cell types and their spatial distribution within the dACC was achieved.
- Inferred spatial localization revealed specific topographical arrangements of neuronal and glial populations.
- Comparative analysis highlighted distinct laminar and molecular specializations between the dACC and dlPFC.
Conclusions:
- This study provides a high-resolution spatial map of cell types in the human dACC, revealing its unique molecular architecture.
- The findings offer insights into the cellular basis of cognitive and emotional functions regulated by the dACC and its specialized cell types like VENs.
- The comparative analysis with dlPFC deepens our understanding of regional specialization within the human cortex.
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