ChroKit: a Shiny-based framework for interactive analysis, visualization and integration of genomic data

被引:2
|
作者
Croci, Ottavio [1 ]
Campaner, Stefano [1 ]
机构
[1] Fdn Ist Italiano Tecnol IIT, Ctr Genom Sci CGS SEMM, I-20139 Milan, Italy
关键词
RNA-SEQ; PACKAGE; MYC;
D O I
10.1093/nar/gkad345
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We developed ChroKit (the Chromatin toolKit), an interactive web-based framework written in R that enables intuitive exploration, multidimensional analyses, and visualization of genomic data from ChIP-Seq, DNAse-Seq or any other NGS experiment that reports the enrichment of aligned reads over genomic regions. This program takes preprocessed NGS data and performs operations on genomic regions of interest, including resetting their boundaries, their annotation based on proximity to genomic features, the association to gene ontologies, and signal enrichment calculations. Genomic regions can be further refined or subsetted by user-defined logical operations and unsupervised classification algorithms. ChroKit generates a full range of plots that are easily manipulated by point and click operations, thus allowing 'on the fly' re-analysis and fast exploration of the data. Working sessions can be exported for reproducibility, accountability, and easy sharing within the bioinformatics community. ChroKit is multiplatform and can be deployed on a server to enhance computational speed and provide simultaneous access by multiple users. ChroKit is a fast and intuitive genomic analysis tool suited for a wide range of users due to its architecture and its user-friendly graphical interface. ChroKit source code is available at https://github.com/ocroci/ChroKit and the Docker image at https://hub.docker.com/r/ocroci/chrokit.
引用
收藏
页码:W83 / W92
页数:10
相关论文
共 50 条
  • [31] Framework for interactive data mining results visualization on mobile devices
    Khan, Muzammil
    Shah, Ali
    Ahmad, Israr
    International Journal of Database Theory and Application, 2014, 7 (04): : 23 - 36
  • [32] TraceViz: a Visualization Framework for Interactive Analysis of Execution Traces
    Dautriche, Remy
    Blanch, Renaud
    Termier, Alexandre
    Santana, Miguel
    ACTES DE LA 28EME CONFERENCE DE L'ASSOCIATION FRANCOPHONE D'INTERACTION HOMME-MACHINE (IHM16), 2016, : 115 - 125
  • [33] A framework for interactive visualization of component-based software
    Telea, A
    Voinea, L
    PROCEEDINGS OF THE 30TH EUROMICRO CONFERENCE, 2004, : 567 - 574
  • [34] Visualization-based discovery and analysis of genomic aberrations in microarray data
    Chad L Myers
    Xing Chen
    Olga G Troyanskaya
    BMC Bioinformatics, 6
  • [35] Visualization-based discovery and analysis of genomic aberrations in microarray data
    Myers, CL
    Chen, X
    Troyanskaya, OG
    BMC BIOINFORMATICS, 2005, 6 (1)
  • [36] SASR (Survival Analysis using "Shiny" R): A Browser Based Survival Analysis Visualization Tool using R "Shiny"
    Liu, Jinzhong
    Corrigan, Brian
    Flockhart, David
    Zhao, Liang
    JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2015, 42 : S70 - S71
  • [37] Web-Based Visualization and Analysis Framework for Graph Data
    Senturk, Fatmana
    Bilici, Mehmet Ali
    Tanisman, Sezercan
    Aytac, Vecdi
    SEMANTIC INTELLIGENCE, ISIC 2022, 2023, 964 : 13 - 28
  • [38] Visualization and interactive analysis of multidimensional image data
    Cetin, H
    VISUAL DATA EXPLORATION AND ANALYSIS III, 1996, 2656 : 181 - 188
  • [39] Interactive visualization method for exploratory data analysis
    Matsushita, M
    Kato, T
    FIFTH INTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION, PROCEEDINGS, 2001, : 671 - 676
  • [40] An Interactive Data Visualization Design Based On WebGIS
    Yin, Wenjing
    Zou, Dan
    Bao, Changchun
    Cheng, Xinghua
    Wu, Jiani
    Xiao, Wenbin
    Wang, Dezhi
    Zhou, Zemin
    Lan, Qiang
    PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 2462 - 2465