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Robust differences in cortical cell type proportions across healthy human aging inferred through cross-dataset
Yuxiao Chen1, Emma Hunter1, Keon Arbabi1
1The Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.
Neurobiology of Aging
|February 25, 2023
Summary
Healthy aging alters brain cell proportions, with fewer interneurons and more non-neuronal cells observed. These cell type changes in the frontal cortex are robust across studies.
Area of Science:
- Neuroscience
- Genomics
- Aging Research
Background:
- Cognitive decline with age is linked to brain cell changes.
- Studying these cellular differences in healthy aging is difficult due to sample size limitations and cellular heterogeneity.
- Existing methods struggle to scale for comprehensive aging and cellular analyses.
Purpose of the Study:
- To investigate cell type-specific changes in the human frontal cortex during healthy aging.
- To quantify proportional shifts in various brain cell types across a wide age range.
- To establish a robust understanding of the cellular landscape of healthy brain aging.
Main Methods:
- Utilized cellular deconvolution techniques on bulk gene expression data from the frontal cortex.
- Analyzed a large dataset comprising 8 datasets, 6 cohorts, 1142 subjects, and 1429 samples (ages 15-90).
- Ensured robustness by comparing findings across bulk and single-nucleus datasets.
Main Results:
- Identified significant age-associated changes in relative cell type proportions.
- Observed a decrease in somatostatin- and vasoactive intestinal peptide-expressing interneurons.
- Detected an increase in astrocytes and other non-neuronal cells, with a U-shaped pattern for microglia.
Conclusions:
- Presents a comprehensive analysis of cortical cell type proportions in healthy aging.
- Demonstrates that aging profoundly impacts the cellular composition of the frontal cortex.
- Highlights the utility of cellular deconvolution for studying brain aging at scale.
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