GEsture: an online hand-drawing tool for gene expression pattern search

PeerJ. 2018 Jun 20:6:e4927. doi: 10.7717/peerj.4927. eCollection 2018.

Abstract

Gene expression profiling data provide useful information for the investigation of biological function and process. However, identifying a specific expression pattern from extensive time series gene expression data is not an easy task. Clustering, a popular method, is often used to classify similar expression genes, however, genes with a 'desirable' or 'user-defined' pattern cannot be efficiently detected by clustering methods. To address these limitations, we developed an online tool called GEsture. Users can draw, or graph a curve using a mouse instead of inputting abstract parameters of clustering methods. GEsture explores genes showing similar, opposite and time-delay expression patterns with a gene expression curve as input from time series datasets. We presented three examples that illustrate the capacity of GEsture in gene hunting while following users' requirements. GEsture also provides visualization tools (such as expression pattern figure, heat map and correlation network) to display the searching results. The result outputs may provide useful information for researchers to understand the targets, function and biological processes of the involved genes.

Keywords: Bioinformatics; Gene expression; Hand-drawing; Microarrays; Time series.

Associated data

  • figshare/10.6084/m9.figshare.6387839.v2

Grants and funding

This study was supported by the National Key Research and Development Plan of China (2016YFD0600101), the 2017 Graduate Research and Innovation Program Projects in Jiangsu Province (KYCY17_0827) and the PAPD (Priority Academic Program Development) program at Nanjing Forestry University, Jiangsu Provincial Department of Housing and Urban-Rural Development (2016ZD44), the Fundamental Research Funds for the Central Non-Profit Research Institution of CAF (CAFYBB2017SZ001) and the National Natural Science Foundation of China (31570662, 31500533, and 61401214). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.