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Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis

To identify new candidate genes in osteoporosis, mainly involved in epigenetic mechanisms, we compared whole gene-expression in osteoblasts (OBs) obtained from women undergoing hip replacement surgery due to fragility fracture and severe osteoarthritis. Then, we analyzed the association of several S...

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Autores principales: Panach, Layla, Pertusa, Clara, Martínez-Rojas, Beatriz, Acebrón, Álvaro, Mifsut, Damián, Tarín, Juan J., Cano, Antonio, García-Pérez, Miguel Ángel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7530982/
https://www.ncbi.nlm.nih.gov/pubmed/33004909
http://dx.doi.org/10.1038/s41598-020-72870-2
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author Panach, Layla
Pertusa, Clara
Martínez-Rojas, Beatriz
Acebrón, Álvaro
Mifsut, Damián
Tarín, Juan J.
Cano, Antonio
García-Pérez, Miguel Ángel
author_facet Panach, Layla
Pertusa, Clara
Martínez-Rojas, Beatriz
Acebrón, Álvaro
Mifsut, Damián
Tarín, Juan J.
Cano, Antonio
García-Pérez, Miguel Ángel
author_sort Panach, Layla
collection PubMed
description To identify new candidate genes in osteoporosis, mainly involved in epigenetic mechanisms, we compared whole gene-expression in osteoblasts (OBs) obtained from women undergoing hip replacement surgery due to fragility fracture and severe osteoarthritis. Then, we analyzed the association of several SNPs with BMD in 1028 women. Microarray analysis yielded 2542 differentially expressed transcripts belonging to 1798 annotated genes, of which 45.6% (819) were overexpressed, and 54.4% (979) underexpressed (fold-change between − 7.45 and 4.0). Among the most represented pathways indicated by transcriptome analysis were chondrocyte development, positive regulation of bone mineralization, BMP signaling pathway, skeletal system development and Wnt signaling pathway. In the translational stage we genotyped 4 SNPs in DOT1L, HEY2, CARM1 and DNMT3A genes. Raw data analyzed against inheritance patterns showed a statistically significant association between a SNP of DNMT3A and femoral neck-(FN) sBMD and primarily a SNP of CARM1 was correlated with both FN and lumbar spine-(LS) sBMD. Most of these associations remained statistically significant after adjusting for confounders. In analysis with anthropometric and clinical variables, the SNP of CARM1 unexpectedly revealed a close association with BMI (p = 0.000082), insulin (p = 0.000085), and HOMA-(IR) (p = 0.000078). In conclusion, SNPs of the DNMT3A and CARM1 genes are associated with BMD, in the latter case probably owing to a strong correlation with obesity and fasting insulin levels.
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spelling pubmed-75309822020-10-06 Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis Panach, Layla Pertusa, Clara Martínez-Rojas, Beatriz Acebrón, Álvaro Mifsut, Damián Tarín, Juan J. Cano, Antonio García-Pérez, Miguel Ángel Sci Rep Article To identify new candidate genes in osteoporosis, mainly involved in epigenetic mechanisms, we compared whole gene-expression in osteoblasts (OBs) obtained from women undergoing hip replacement surgery due to fragility fracture and severe osteoarthritis. Then, we analyzed the association of several SNPs with BMD in 1028 women. Microarray analysis yielded 2542 differentially expressed transcripts belonging to 1798 annotated genes, of which 45.6% (819) were overexpressed, and 54.4% (979) underexpressed (fold-change between − 7.45 and 4.0). Among the most represented pathways indicated by transcriptome analysis were chondrocyte development, positive regulation of bone mineralization, BMP signaling pathway, skeletal system development and Wnt signaling pathway. In the translational stage we genotyped 4 SNPs in DOT1L, HEY2, CARM1 and DNMT3A genes. Raw data analyzed against inheritance patterns showed a statistically significant association between a SNP of DNMT3A and femoral neck-(FN) sBMD and primarily a SNP of CARM1 was correlated with both FN and lumbar spine-(LS) sBMD. Most of these associations remained statistically significant after adjusting for confounders. In analysis with anthropometric and clinical variables, the SNP of CARM1 unexpectedly revealed a close association with BMI (p = 0.000082), insulin (p = 0.000085), and HOMA-(IR) (p = 0.000078). In conclusion, SNPs of the DNMT3A and CARM1 genes are associated with BMD, in the latter case probably owing to a strong correlation with obesity and fasting insulin levels. Nature Publishing Group UK 2020-10-01 /pmc/articles/PMC7530982/ /pubmed/33004909 http://dx.doi.org/10.1038/s41598-020-72870-2 Text en © The Author(s) 2020 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Panach, Layla
Pertusa, Clara
Martínez-Rojas, Beatriz
Acebrón, Álvaro
Mifsut, Damián
Tarín, Juan J.
Cano, Antonio
García-Pérez, Miguel Ángel
Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis
title Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis
title_full Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis
title_fullStr Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis
title_full_unstemmed Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis
title_short Comparative transcriptome analysis identifies CARM1 and DNMT3A as genes associated with osteoporosis
title_sort comparative transcriptome analysis identifies carm1 and dnmt3a as genes associated with osteoporosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7530982/
https://www.ncbi.nlm.nih.gov/pubmed/33004909
http://dx.doi.org/10.1038/s41598-020-72870-2
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