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Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways

Adult neurogenesis occurs in the dentate gyrus of the hippocampus during adulthood and contributes to sustaining the hippocampal formation. To investigate whether neurogenesis-related pathways are associated with hippocampal volume, we performed gene-set enrichment analysis using summary statistics...

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Autores principales: Horgusluoglu-Moloch, Emrin, Risacher, Shannon L., Crane, Paul K., Hibar, Derrek, Thompson, Paul M., Saykin, Andrew J., Nho, Kwangsik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6787090/
https://www.ncbi.nlm.nih.gov/pubmed/31601890
http://dx.doi.org/10.1038/s41598-019-50507-3
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author Horgusluoglu-Moloch, Emrin
Risacher, Shannon L.
Crane, Paul K.
Hibar, Derrek
Thompson, Paul M.
Saykin, Andrew J.
Nho, Kwangsik
author_facet Horgusluoglu-Moloch, Emrin
Risacher, Shannon L.
Crane, Paul K.
Hibar, Derrek
Thompson, Paul M.
Saykin, Andrew J.
Nho, Kwangsik
author_sort Horgusluoglu-Moloch, Emrin
collection PubMed
description Adult neurogenesis occurs in the dentate gyrus of the hippocampus during adulthood and contributes to sustaining the hippocampal formation. To investigate whether neurogenesis-related pathways are associated with hippocampal volume, we performed gene-set enrichment analysis using summary statistics from a large-scale genome-wide association study (N = 13,163) of hippocampal volume from the Enhancing Neuro Imaging Genetics through Meta-Analysis (ENIGMA) Consortium and two year hippocampal volume changes from baseline in cognitively normal individuals from Alzheimer’s Disease Neuroimaging Initiative Cohort (ADNI). Gene-set enrichment analysis of hippocampal volume identified 44 significantly enriched biological pathways (FDR corrected p-value < 0.05), of which 38 pathways were related to neurogenesis-related processes including neurogenesis, generation of new neurons, neuronal development, and neuronal migration and differentiation. For genes highly represented in the significantly enriched neurogenesis-related pathways, gene-based association analysis identified TESC, ACVR1, MSRB3, and DPP4 as significantly associated with hippocampal volume. Furthermore, co-expression network-based functional analysis of gene expression data in the hippocampal subfields, CA1 and CA3, from 32 normal controls showed that distinct co-expression modules were mostly enriched in neurogenesis related pathways. Our results suggest that neurogenesis-related pathways may be enriched for hippocampal volume and that hippocampal volume may serve as a potential phenotype for the investigation of human adult neurogenesis.
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spelling pubmed-67870902019-10-17 Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways Horgusluoglu-Moloch, Emrin Risacher, Shannon L. Crane, Paul K. Hibar, Derrek Thompson, Paul M. Saykin, Andrew J. Nho, Kwangsik Sci Rep Article Adult neurogenesis occurs in the dentate gyrus of the hippocampus during adulthood and contributes to sustaining the hippocampal formation. To investigate whether neurogenesis-related pathways are associated with hippocampal volume, we performed gene-set enrichment analysis using summary statistics from a large-scale genome-wide association study (N = 13,163) of hippocampal volume from the Enhancing Neuro Imaging Genetics through Meta-Analysis (ENIGMA) Consortium and two year hippocampal volume changes from baseline in cognitively normal individuals from Alzheimer’s Disease Neuroimaging Initiative Cohort (ADNI). Gene-set enrichment analysis of hippocampal volume identified 44 significantly enriched biological pathways (FDR corrected p-value < 0.05), of which 38 pathways were related to neurogenesis-related processes including neurogenesis, generation of new neurons, neuronal development, and neuronal migration and differentiation. For genes highly represented in the significantly enriched neurogenesis-related pathways, gene-based association analysis identified TESC, ACVR1, MSRB3, and DPP4 as significantly associated with hippocampal volume. Furthermore, co-expression network-based functional analysis of gene expression data in the hippocampal subfields, CA1 and CA3, from 32 normal controls showed that distinct co-expression modules were mostly enriched in neurogenesis related pathways. Our results suggest that neurogenesis-related pathways may be enriched for hippocampal volume and that hippocampal volume may serve as a potential phenotype for the investigation of human adult neurogenesis. Nature Publishing Group UK 2019-10-10 /pmc/articles/PMC6787090/ /pubmed/31601890 http://dx.doi.org/10.1038/s41598-019-50507-3 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Horgusluoglu-Moloch, Emrin
Risacher, Shannon L.
Crane, Paul K.
Hibar, Derrek
Thompson, Paul M.
Saykin, Andrew J.
Nho, Kwangsik
Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
title Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
title_full Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
title_fullStr Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
title_full_unstemmed Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
title_short Genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
title_sort genome-wide association analysis of hippocampal volume identifies enrichment of neurogenesis-related pathways
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6787090/
https://www.ncbi.nlm.nih.gov/pubmed/31601890
http://dx.doi.org/10.1038/s41598-019-50507-3
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