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CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases
The etiology of many human complex diseases or traits involves interactions between chemicals and genes that regulate important physiological processes. It has been well documented that chemicals can contribute to disease development through affecting gene expression in vivo. In this study, we devel...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Genetics Society of America
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7056963/ https://www.ncbi.nlm.nih.gov/pubmed/31937547 http://dx.doi.org/10.1534/g3.119.400945 |
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author | Cheng, Shiqiang Ma, Mei Zhang, Lu Liu, Li Cheng, Bolun Qi, Xin Liang, Chujun Li, Ping Kafle, Om Prakash Wen, Yan Zhang, Feng |
author_facet | Cheng, Shiqiang Ma, Mei Zhang, Lu Liu, Li Cheng, Bolun Qi, Xin Liang, Chujun Li, Ping Kafle, Om Prakash Wen, Yan Zhang, Feng |
author_sort | Cheng, Shiqiang |
collection | PubMed |
description | The etiology of many human complex diseases or traits involves interactions between chemicals and genes that regulate important physiological processes. It has been well documented that chemicals can contribute to disease development through affecting gene expression in vivo. In this study, we developed a flexible tool CGSEA for scanning the candidate chemicals associated with complex diseases or traits. CGSEA only need genome-wide summary level data, such as transcriptome-wide association studies (TWAS) and mRNA expression profiles. CGSEA was applied to the GWAS summaries of attention deficiency/hyperactive disorder, (ADHD), autism spectrum disorder (ASD) and cervical cancer. CGSEA identified several significant chemicals, which have been demonstrated to be involved in the development or treatment of ADHD, ASD and cervical cancer. The CGSEA program and user manual are available at https://github.com/ChengSQXJTU/CGSEA. |
format | Online Article Text |
id | pubmed-7056963 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Genetics Society of America |
record_format | MEDLINE/PubMed |
spelling | pubmed-70569632020-03-12 CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases Cheng, Shiqiang Ma, Mei Zhang, Lu Liu, Li Cheng, Bolun Qi, Xin Liang, Chujun Li, Ping Kafle, Om Prakash Wen, Yan Zhang, Feng G3 (Bethesda) Software and Data Resources The etiology of many human complex diseases or traits involves interactions between chemicals and genes that regulate important physiological processes. It has been well documented that chemicals can contribute to disease development through affecting gene expression in vivo. In this study, we developed a flexible tool CGSEA for scanning the candidate chemicals associated with complex diseases or traits. CGSEA only need genome-wide summary level data, such as transcriptome-wide association studies (TWAS) and mRNA expression profiles. CGSEA was applied to the GWAS summaries of attention deficiency/hyperactive disorder, (ADHD), autism spectrum disorder (ASD) and cervical cancer. CGSEA identified several significant chemicals, which have been demonstrated to be involved in the development or treatment of ADHD, ASD and cervical cancer. The CGSEA program and user manual are available at https://github.com/ChengSQXJTU/CGSEA. Genetics Society of America 2020-01-14 /pmc/articles/PMC7056963/ /pubmed/31937547 http://dx.doi.org/10.1534/g3.119.400945 Text en Copyright © 2020 Cheng et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Software and Data Resources Cheng, Shiqiang Ma, Mei Zhang, Lu Liu, Li Cheng, Bolun Qi, Xin Liang, Chujun Li, Ping Kafle, Om Prakash Wen, Yan Zhang, Feng CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases |
title | CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases |
title_full | CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases |
title_fullStr | CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases |
title_full_unstemmed | CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases |
title_short | CGSEA: A Flexible Tool for Evaluating the Associations of Chemicals with Complex Diseases |
title_sort | cgsea: a flexible tool for evaluating the associations of chemicals with complex diseases |
topic | Software and Data Resources |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7056963/ https://www.ncbi.nlm.nih.gov/pubmed/31937547 http://dx.doi.org/10.1534/g3.119.400945 |
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