Identification of a key gene module associated with glucocorticoid- induced derangement in bone mineral density in patients with asthma
Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated with low BMD after glucocorticoid treatment in asthmatics using gene expression profiles of peripheral blood cells. We utilized immortalized B cells (I...
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Published in | Scientific reports Vol. 9; no. 1; pp. 20133 - 10 |
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Main Authors | , , , , , , , , |
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27.12.2019
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Abstract | Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated with low BMD after glucocorticoid treatment in asthmatics using gene expression profiles of peripheral blood cells. We utilized immortalized B cells (IBCs) from 32 childhood asthmatics after multiple oral glucocorticoid bursts and peripheral blood mononuclear cells (PBMCs) from 17 adult asthmatics after a long-term use of oral glucocorticoid. We searched co-expressed gene modules significantly related with the BMD Z score in childhood asthmatics and tested if these gene modules were preserved and significantly associated with the BMD Z score in adult asthmatics as well. We identified a gene module composed of 199 genes significantly associated with low BMD in both childhood and adult asthmatics. The structure of this module was preserved across gene expression profiles. We found that the cellular metabolic pathway was significantly enriched in this module. Among 18 hub genes in this module, we postulated that 2 genes, CREBBP and EP300, contributed to low BMD following a literature review. A novel biologic pathway identified in this study highlighted a gene module and several genes as playing possible roles in the pathogenesis of glucocorticoid- induced derangement in BMD. |
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AbstractList | Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated with low BMD after glucocorticoid treatment in asthmatics using gene expression profiles of peripheral blood cells. We utilized immortalized B cells (IBCs) from 32 childhood asthmatics after multiple oral glucocorticoid bursts and peripheral blood mononuclear cells (PBMCs) from 17 adult asthmatics after a long-term use of oral glucocorticoid. We searched co-expressed gene modules significantly related with the BMD Z score in childhood asthmatics and tested if these gene modules were preserved and significantly associated with the BMD Z score in adult asthmatics as well. We identified a gene module composed of 199 genes significantly associated with low BMD in both childhood and adult asthmatics. The structure of this module was preserved across gene expression profiles. We found that the cellular metabolic pathway was significantly enriched in this module. Among 18 hub genes in this module, we postulated that 2 genes,
CREBBP
and
EP300
, contributed to low BMD following a literature review. A novel biologic pathway identified in this study highlighted a gene module and several genes as playing possible roles in the pathogenesis of glucocorticoid- induced derangement in BMD. Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated with low BMD after glucocorticoid treatment in asthmatics using gene expression profiles of peripheral blood cells. We utilized immortalized B cells (IBCs) from 32 childhood asthmatics after multiple oral glucocorticoid bursts and peripheral blood mononuclear cells (PBMCs) from 17 adult asthmatics after a long-term use of oral glucocorticoid. We searched co-expressed gene modules significantly related with the BMD Z score in childhood asthmatics and tested if these gene modules were preserved and significantly associated with the BMD Z score in adult asthmatics as well. We identified a gene module composed of 199 genes significantly associated with low BMD in both childhood and adult asthmatics. The structure of this module was preserved across gene expression profiles. We found that the cellular metabolic pathway was significantly enriched in this module. Among 18 hub genes in this module, we postulated that 2 genes, CREBBP and EP300, contributed to low BMD following a literature review. A novel biologic pathway identified in this study highlighted a gene module and several genes as playing possible roles in the pathogenesis of glucocorticoid- induced derangement in BMD. Abstract Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated with low BMD after glucocorticoid treatment in asthmatics using gene expression profiles of peripheral blood cells. We utilized immortalized B cells (IBCs) from 32 childhood asthmatics after multiple oral glucocorticoid bursts and peripheral blood mononuclear cells (PBMCs) from 17 adult asthmatics after a long-term use of oral glucocorticoid. We searched co-expressed gene modules significantly related with the BMD Z score in childhood asthmatics and tested if these gene modules were preserved and significantly associated with the BMD Z score in adult asthmatics as well. We identified a gene module composed of 199 genes significantly associated with low BMD in both childhood and adult asthmatics. The structure of this module was preserved across gene expression profiles. We found that the cellular metabolic pathway was significantly enriched in this module. Among 18 hub genes in this module, we postulated that 2 genes, CREBBP and EP300 , contributed to low BMD following a literature review. A novel biologic pathway identified in this study highlighted a gene module and several genes as playing possible roles in the pathogenesis of glucocorticoid- induced derangement in BMD. |
ArticleNumber | 20133 |
Author | Tantisira, Kelan G Lee, Suh-Young Won, Ha-Kyeong Kelly, H William Park, Heung-Woo Chang, Yoon-Seok Kim, Byung-Keun Cho, Sang-Heon Kim, Sae-Hoon |
Author_xml | – sequence: 1 givenname: Suh-Young surname: Lee fullname: Lee, Suh-Young organization: Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea – sequence: 2 givenname: Ha-Kyeong surname: Won fullname: Won, Ha-Kyeong organization: Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea – sequence: 3 givenname: Byung-Keun orcidid: 0000-0001-5147-6306 surname: Kim fullname: Kim, Byung-Keun organization: Department of Internal Medicine, Korea University Medical Center Anam Hospital, Seoul, Republic of Korea – sequence: 4 givenname: Sae-Hoon surname: Kim fullname: Kim, Sae-Hoon organization: Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea – sequence: 5 givenname: Yoon-Seok surname: Chang fullname: Chang, Yoon-Seok organization: Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea – sequence: 6 givenname: Sang-Heon surname: Cho fullname: Cho, Sang-Heon organization: Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul, Republic of Korea – sequence: 7 givenname: H William surname: Kelly fullname: Kelly, H William organization: Department of Pediatrics, University of New Mexico Health Sciences Center, Albuquerque, NM, USA – sequence: 8 givenname: Kelan G surname: Tantisira fullname: Tantisira, Kelan G organization: Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA – sequence: 9 givenname: Heung-Woo surname: Park fullname: Park, Heung-Woo email: guinea71@snu.ac.kr, guinea71@snu.ac.kr, guinea71@snu.ac.kr organization: The Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. guinea71@snu.ac.kr |
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Snippet | Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated with low... Abstract Derangement in bone mineral density (BMD) caused by glucocorticoid is well-known. The present study aimed to find key biological pathways associated... |
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SubjectTerms | Adolescent Aged Anti-Asthmatic Agents - adverse effects Anti-Asthmatic Agents - therapeutic use Asthma Asthma - complications Asthma - drug therapy Asthma - genetics Biomarkers Bone density Bone Density - genetics Bone mineral density Child Children Computational Biology - methods Female Gene expression Gene Expression Profiling Gene Regulatory Networks Genetic Predisposition to Disease Genome-Wide Association Study Glucocorticoids Glucocorticoids - adverse effects Glucocorticoids - therapeutic use Humans Leukocytes (mononuclear) Literature reviews Lymphocytes B Male Metabolic pathways Middle Aged Osteoporosis - diagnostic imaging Osteoporosis - etiology Osteoporosis - metabolism Osteoporosis - pathology Peripheral blood mononuclear cells Transcriptome |
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Title | Identification of a key gene module associated with glucocorticoid- induced derangement in bone mineral density in patients with asthma |
URI | https://www.ncbi.nlm.nih.gov/pubmed/31882850 https://www.proquest.com/docview/2330969446/abstract/ https://pubmed.ncbi.nlm.nih.gov/PMC6934743 |
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