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ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data
In the era of life-omics, huge amounts of multi-omics data have been generated and widely used in biomedical research. It is challenging for biologists with limited programming skills to obtain biological insights from multi-omics data. Thus, a biologist-oriented platform containing visualization fu...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9252728/ https://www.ncbi.nlm.nih.gov/pubmed/35639516 http://dx.doi.org/10.1093/nar/gkac399 |
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author | Liu, Xian Xu, Kaikun Tao, Xin Yin, Ronghua Ren, Guangming Yu, Miao Li, Changyan Chen, Hui Zhao, Ke Xiang, Shensi Gao, Huiying Bo, Xiaochen Chang, Cheng Yang, Xiaoming |
author_facet | Liu, Xian Xu, Kaikun Tao, Xin Yin, Ronghua Ren, Guangming Yu, Miao Li, Changyan Chen, Hui Zhao, Ke Xiang, Shensi Gao, Huiying Bo, Xiaochen Chang, Cheng Yang, Xiaoming |
author_sort | Liu, Xian |
collection | PubMed |
description | In the era of life-omics, huge amounts of multi-omics data have been generated and widely used in biomedical research. It is challenging for biologists with limited programming skills to obtain biological insights from multi-omics data. Thus, a biologist-oriented platform containing visualization functions is needed to make complex omics data digestible. Here, we propose an easy-to-use, interactive web server named ExpressVis. In ExpressVis, users can prepare datasets; perform differential expression analysis, clustering analysis, and survival analysis; and integrate expression data with protein–protein interaction networks and pathway maps. These analyses are organized into six modules. Users can use each module independently or use several modules interactively. ExpressVis displays analysis results in interactive figures and tables, and provides comprehensive interactive operations in each figure and table, between figures or tables in each module, and among different modules. It is freely accessible at https://omicsmining.ncpsb.org.cn/ExpressVis and does not require login. To test the performance of ExpressVis for multi-omics studies of clinical cohorts, we re-analyzed a published hepatocellular carcinoma dataset and reproduced their main findings, suggesting that ExpressVis is convenient enough to analyze multi-omics data. Based on its complete analysis processes and unique interactive operations, ExpressVis provides an easy-to-use solution for exploring multi-omics data. |
format | Online Article Text |
id | pubmed-9252728 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-92527282022-07-05 ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data Liu, Xian Xu, Kaikun Tao, Xin Yin, Ronghua Ren, Guangming Yu, Miao Li, Changyan Chen, Hui Zhao, Ke Xiang, Shensi Gao, Huiying Bo, Xiaochen Chang, Cheng Yang, Xiaoming Nucleic Acids Res Web Server Issue In the era of life-omics, huge amounts of multi-omics data have been generated and widely used in biomedical research. It is challenging for biologists with limited programming skills to obtain biological insights from multi-omics data. Thus, a biologist-oriented platform containing visualization functions is needed to make complex omics data digestible. Here, we propose an easy-to-use, interactive web server named ExpressVis. In ExpressVis, users can prepare datasets; perform differential expression analysis, clustering analysis, and survival analysis; and integrate expression data with protein–protein interaction networks and pathway maps. These analyses are organized into six modules. Users can use each module independently or use several modules interactively. ExpressVis displays analysis results in interactive figures and tables, and provides comprehensive interactive operations in each figure and table, between figures or tables in each module, and among different modules. It is freely accessible at https://omicsmining.ncpsb.org.cn/ExpressVis and does not require login. To test the performance of ExpressVis for multi-omics studies of clinical cohorts, we re-analyzed a published hepatocellular carcinoma dataset and reproduced their main findings, suggesting that ExpressVis is convenient enough to analyze multi-omics data. Based on its complete analysis processes and unique interactive operations, ExpressVis provides an easy-to-use solution for exploring multi-omics data. Oxford University Press 2022-05-25 /pmc/articles/PMC9252728/ /pubmed/35639516 http://dx.doi.org/10.1093/nar/gkac399 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Web Server Issue Liu, Xian Xu, Kaikun Tao, Xin Yin, Ronghua Ren, Guangming Yu, Miao Li, Changyan Chen, Hui Zhao, Ke Xiang, Shensi Gao, Huiying Bo, Xiaochen Chang, Cheng Yang, Xiaoming ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data |
title | ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data |
title_full | ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data |
title_fullStr | ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data |
title_full_unstemmed | ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data |
title_short | ExpressVis: a biologist-oriented interactive web server for exploring multi-omics data |
title_sort | expressvis: a biologist-oriented interactive web server for exploring multi-omics data |
topic | Web Server Issue |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9252728/ https://www.ncbi.nlm.nih.gov/pubmed/35639516 http://dx.doi.org/10.1093/nar/gkac399 |
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