Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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
_version_ 1784740333425262592
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
work_keys_str_mv AT liuxian expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT xukaikun expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT taoxin expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT yinronghua expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT renguangming expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT yumiao expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT lichangyan expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT chenhui expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT zhaoke expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT xiangshensi expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT gaohuiying expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT boxiaochen expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT changcheng expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata
AT yangxiaoming expressvisabiologistorientedinteractivewebserverforexploringmultiomicsdata