Literature DB >> 23374109

GeneExpressionSignature: an R package for discovering functional connections using gene expression signatures.

Fei Li1, Yang Cao, Lu Han, Xiuliang Cui, Dafei Xie, Shengqi Wang, Xiaochen Bo.   

Abstract

Comparisons of gene expression signatures provide a way to explore functional connections among biological events in global aspects of cell response. GeneExpressionSignature is an R package developed for the large-scale analysis of gene expression signatures. The package implements two rank-merging algorithms and two similarity-scoring algorithms. The functions of GeneExpressionSignature provide a flexible solution for gene expression signature-based studies and hold great potential in biomedical research applications, such as drug repurposing. GeneExpressionSignature is released under GPL v2 within the Bioconductor project and is freely available at http://www.bioconductor.org/packages/release/bioc/html/GeneExpressionSignature.html .

Mesh:

Year:  2013        PMID: 23374109     DOI: 10.1089/omi.2012.0087

Source DB:  PubMed          Journal:  OMICS        ISSN: 1536-2310


  6 in total

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Authors:  Machteld M Oud; Ideke J C Lamers; Heleen H Arts
Journal:  J Pediatr Genet       Date:  2016-11-10

2.  Computational Prediction and Validation of BAHD1 as a Novel Molecule for Ulcerative Colitis.

Authors:  Huatuo Zhu; Xingyong Wan; Jing Li; Lu Han; Xiaochen Bo; Wenguo Chen; Chao Lu; Zhe Shen; Chenfu Xu; Lihua Chen; Chaohui Yu; Guoqiang Xu
Journal:  Sci Rep       Date:  2015-07-17       Impact factor: 4.379

3.  RankerGUI: A Computational Framework to Compare Differential Gene Expression Profiles Using Rank Based Statistics.

Authors:  Amarinder Singh Thind; Kumar Parijat Tripathi; Mario Rosario Guarracino
Journal:  Int J Mol Sci       Date:  2019-12-03       Impact factor: 5.923

4.  Modeling drug mechanism of action with large scale gene-expression profiles using GPAR, an artificial intelligence platform.

Authors:  Shengqiao Gao; Lu Han; Dan Luo; Gang Liu; Zhiyong Xiao; Guangcun Shan; Yongxiang Zhang; Wenxia Zhou
Journal:  BMC Bioinformatics       Date:  2021-01-07       Impact factor: 3.169

5.  Inferring Infection Patterns Based on a Connectivity Map of Host Transcriptional Responses.

Authors:  Lu Han; Haochen He; Fei Li; Xiuliang Cui; Dafei Xie; Yang Liu; Xiaofei Zheng; Hui Bai; Shengqi Wang; Xiaochen Bo
Journal:  Sci Rep       Date:  2015-10-28       Impact factor: 4.379

6.  Gene set enrichment analysis: A genome-wide expression profile-based strategy for discovering functional microRNA-disease relationships.

Authors:  Yin Ni; Caiyun Song; Shuqing Jin; Zhoufeng Chen; Ming Ni; Lu Han; Jiansheng Wu; Yin Jin
Journal:  J Int Med Res       Date:  2017-04-24       Impact factor: 1.671

  6 in total

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