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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...

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Autores principales: Cheng, Shiqiang, Ma, Mei, Zhang, Lu, Liu, Li, Cheng, Bolun, Qi, Xin, Liang, Chujun, Li, Ping, Kafle, Om Prakash, Wen, Yan, Zhang, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2020
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.
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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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