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Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis

Significant advances have been made in the discovery of genes affecting bone mineral density (BMD); however, our understanding of its genetic basis remains incomplete. In the current study, genome-wide association (GWA) and co-expression network analysis were used in the recently described Hybrid Mo...

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Autores principales: Farber, Charles R., Bennett, Brian J., Orozco, Luz, Zou, Wei, Lira, Ana, Kostem, Emrah, Kang, Hyun Min, Furlotte, Nicholas, Berberyan, Ani, Ghazalpour, Anatole, Suwanwela, Jaijam, Drake, Thomas A., Eskin, Eleazar, Wang, Q. Tian, Teitelbaum, Steven L., Lusis, Aldons J.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3072371/
https://www.ncbi.nlm.nih.gov/pubmed/21490954
http://dx.doi.org/10.1371/journal.pgen.1002038
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author Farber, Charles R.
Bennett, Brian J.
Orozco, Luz
Zou, Wei
Lira, Ana
Kostem, Emrah
Kang, Hyun Min
Furlotte, Nicholas
Berberyan, Ani
Ghazalpour, Anatole
Suwanwela, Jaijam
Drake, Thomas A.
Eskin, Eleazar
Wang, Q. Tian
Teitelbaum, Steven L.
Lusis, Aldons J.
author_facet Farber, Charles R.
Bennett, Brian J.
Orozco, Luz
Zou, Wei
Lira, Ana
Kostem, Emrah
Kang, Hyun Min
Furlotte, Nicholas
Berberyan, Ani
Ghazalpour, Anatole
Suwanwela, Jaijam
Drake, Thomas A.
Eskin, Eleazar
Wang, Q. Tian
Teitelbaum, Steven L.
Lusis, Aldons J.
author_sort Farber, Charles R.
collection PubMed
description Significant advances have been made in the discovery of genes affecting bone mineral density (BMD); however, our understanding of its genetic basis remains incomplete. In the current study, genome-wide association (GWA) and co-expression network analysis were used in the recently described Hybrid Mouse Diversity Panel (HMDP) to identify and functionally characterize novel BMD genes. In the HMDP, a GWA of total body, spinal, and femoral BMD revealed four significant associations (−log10P>5.39) affecting at least one BMD trait on chromosomes (Chrs.) 7, 11, 12, and 17. The associations implicated a total of 163 genes with each association harboring between 14 and 112 genes. This list was reduced to 26 functional candidates by identifying those genes that were regulated by local eQTL in bone or harbored potentially functional non-synonymous (NS) SNPs. This analysis revealed that the most significant BMD SNP on Chr. 12 was a NS SNP in the additional sex combs like-2 (Asxl2) gene that was predicted to be functional. The involvement of Asxl2 in the regulation of bone mass was confirmed by the observation that Asxl2 knockout mice had reduced BMD. To begin to unravel the mechanism through which Asxl2 influenced BMD, a gene co-expression network was created using cortical bone gene expression microarray data from the HMDP strains. Asxl2 was identified as a member of a co-expression module enriched for genes involved in the differentiation of myeloid cells. In bone, osteoclasts are bone-resorbing cells of myeloid origin, suggesting that Asxl2 may play a role in osteoclast differentiation. In agreement, the knockdown of Asxl2 in bone marrow macrophages impaired their ability to form osteoclasts. This study identifies a new regulator of BMD and osteoclastogenesis and highlights the power of GWA and systems genetics in the mouse for dissecting complex genetic traits.
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spelling pubmed-30723712011-04-13 Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis Farber, Charles R. Bennett, Brian J. Orozco, Luz Zou, Wei Lira, Ana Kostem, Emrah Kang, Hyun Min Furlotte, Nicholas Berberyan, Ani Ghazalpour, Anatole Suwanwela, Jaijam Drake, Thomas A. Eskin, Eleazar Wang, Q. Tian Teitelbaum, Steven L. Lusis, Aldons J. PLoS Genet Research Article Significant advances have been made in the discovery of genes affecting bone mineral density (BMD); however, our understanding of its genetic basis remains incomplete. In the current study, genome-wide association (GWA) and co-expression network analysis were used in the recently described Hybrid Mouse Diversity Panel (HMDP) to identify and functionally characterize novel BMD genes. In the HMDP, a GWA of total body, spinal, and femoral BMD revealed four significant associations (−log10P>5.39) affecting at least one BMD trait on chromosomes (Chrs.) 7, 11, 12, and 17. The associations implicated a total of 163 genes with each association harboring between 14 and 112 genes. This list was reduced to 26 functional candidates by identifying those genes that were regulated by local eQTL in bone or harbored potentially functional non-synonymous (NS) SNPs. This analysis revealed that the most significant BMD SNP on Chr. 12 was a NS SNP in the additional sex combs like-2 (Asxl2) gene that was predicted to be functional. The involvement of Asxl2 in the regulation of bone mass was confirmed by the observation that Asxl2 knockout mice had reduced BMD. To begin to unravel the mechanism through which Asxl2 influenced BMD, a gene co-expression network was created using cortical bone gene expression microarray data from the HMDP strains. Asxl2 was identified as a member of a co-expression module enriched for genes involved in the differentiation of myeloid cells. In bone, osteoclasts are bone-resorbing cells of myeloid origin, suggesting that Asxl2 may play a role in osteoclast differentiation. In agreement, the knockdown of Asxl2 in bone marrow macrophages impaired their ability to form osteoclasts. This study identifies a new regulator of BMD and osteoclastogenesis and highlights the power of GWA and systems genetics in the mouse for dissecting complex genetic traits. Public Library of Science 2011-04-07 /pmc/articles/PMC3072371/ /pubmed/21490954 http://dx.doi.org/10.1371/journal.pgen.1002038 Text en Farber et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Farber, Charles R.
Bennett, Brian J.
Orozco, Luz
Zou, Wei
Lira, Ana
Kostem, Emrah
Kang, Hyun Min
Furlotte, Nicholas
Berberyan, Ani
Ghazalpour, Anatole
Suwanwela, Jaijam
Drake, Thomas A.
Eskin, Eleazar
Wang, Q. Tian
Teitelbaum, Steven L.
Lusis, Aldons J.
Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis
title Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis
title_full Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis
title_fullStr Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis
title_full_unstemmed Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis
title_short Mouse Genome-Wide Association and Systems Genetics Identify Asxl2 As a Regulator of Bone Mineral Density and Osteoclastogenesis
title_sort mouse genome-wide association and systems genetics identify asxl2 as a regulator of bone mineral density and osteoclastogenesis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3072371/
https://www.ncbi.nlm.nih.gov/pubmed/21490954
http://dx.doi.org/10.1371/journal.pgen.1002038
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