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Genetic mapping of etiologic brain cell types for obesity

The underlying cell types mediating predisposition to obesity remain largely obscure. Here, we integrated recently published single-cell RNA-sequencing (scRNA-seq) data from 727 peripheral and nervous system cell types spanning 17 mouse organs with body mass index (BMI) genome-wide association study...

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Autores principales: Timshel, Pascal N, Thompson, Jonatan J, Pers, Tune H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7505664/
https://www.ncbi.nlm.nih.gov/pubmed/32955435
http://dx.doi.org/10.7554/eLife.55851
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author Timshel, Pascal N
Thompson, Jonatan J
Pers, Tune H
author_facet Timshel, Pascal N
Thompson, Jonatan J
Pers, Tune H
author_sort Timshel, Pascal N
collection PubMed
description The underlying cell types mediating predisposition to obesity remain largely obscure. Here, we integrated recently published single-cell RNA-sequencing (scRNA-seq) data from 727 peripheral and nervous system cell types spanning 17 mouse organs with body mass index (BMI) genome-wide association study (GWAS) data from >457,000 individuals. Developing a novel strategy for integrating scRNA-seq data with GWAS data, we identified 26, exclusively neuronal, cell types from the hypothalamus, subthalamus, midbrain, hippocampus, thalamus, cortex, pons, medulla, pallidum that were significantly enriched for BMI heritability (p<1.6×10(−4)). Using genes harboring coding mutations associated with obesity, we replicated midbrain cell types from the anterior pretectal nucleus and periaqueductal gray (p<1.2×10(−4)). Together, our results suggest that brain nuclei regulating integration of sensory stimuli, learning and memory are likely to play a key role in obesity and provide testable hypotheses for mechanistic follow-up studies.
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spelling pubmed-75056642020-09-23 Genetic mapping of etiologic brain cell types for obesity Timshel, Pascal N Thompson, Jonatan J Pers, Tune H eLife Computational and Systems Biology The underlying cell types mediating predisposition to obesity remain largely obscure. Here, we integrated recently published single-cell RNA-sequencing (scRNA-seq) data from 727 peripheral and nervous system cell types spanning 17 mouse organs with body mass index (BMI) genome-wide association study (GWAS) data from >457,000 individuals. Developing a novel strategy for integrating scRNA-seq data with GWAS data, we identified 26, exclusively neuronal, cell types from the hypothalamus, subthalamus, midbrain, hippocampus, thalamus, cortex, pons, medulla, pallidum that were significantly enriched for BMI heritability (p<1.6×10(−4)). Using genes harboring coding mutations associated with obesity, we replicated midbrain cell types from the anterior pretectal nucleus and periaqueductal gray (p<1.2×10(−4)). Together, our results suggest that brain nuclei regulating integration of sensory stimuli, learning and memory are likely to play a key role in obesity and provide testable hypotheses for mechanistic follow-up studies. eLife Sciences Publications, Ltd 2020-09-21 /pmc/articles/PMC7505664/ /pubmed/32955435 http://dx.doi.org/10.7554/eLife.55851 Text en © 2020, Timshel et al http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Computational and Systems Biology
Timshel, Pascal N
Thompson, Jonatan J
Pers, Tune H
Genetic mapping of etiologic brain cell types for obesity
title Genetic mapping of etiologic brain cell types for obesity
title_full Genetic mapping of etiologic brain cell types for obesity
title_fullStr Genetic mapping of etiologic brain cell types for obesity
title_full_unstemmed Genetic mapping of etiologic brain cell types for obesity
title_short Genetic mapping of etiologic brain cell types for obesity
title_sort genetic mapping of etiologic brain cell types for obesity
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7505664/
https://www.ncbi.nlm.nih.gov/pubmed/32955435
http://dx.doi.org/10.7554/eLife.55851
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