MSnbase-an R/Bioconductor package for isobaric tagged mass spectrometry data visualization, processing and quantitation

被引:226
|
作者
Gatto, Laurent [1 ]
Lilley, Kathryn S. [1 ]
机构
[1] Univ Cambridge, Cambridge Ctr Prote, Cambridge Syst Biol Ctr, Dept Biochem, Cambridge CB2 1QR, England
基金
英国生物技术与生命科学研究理事会;
关键词
D O I
10.1093/bioinformatics/btr645
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
MSnbase is an R/Bioconductor package for the analysis of quantitative proteomics experiments that use isobaric tagging. It provides an exploratory data analysis framework for reproducible research, allowing raw data import, quality control, visualization, data processing and quantitation. MSnbase allows direct integration of quantitative proteomics data with additional facilities for statistical analysis provided by the Bioconductor project.
引用
收藏
页码:288 / 289
页数:2
相关论文
共 42 条
  • [1] MSnbase, Efficient and Elegant R-Based Processing and Visualization of Raw Mass Spectrometry Data
    Gatto, Laurent
    Gibb, Sebastian
    Rainer, Johannes
    JOURNAL OF PROTEOME RESEARCH, 2021, 20 (01) : 1063 - 1069
  • [2] CytoTree: an R/Bioconductor package for analysis and visualization of flow and mass cytometry data
    Yuting Dai
    Aining Xu
    Jianfeng Li
    Liang Wu
    Shanhe Yu
    Jun Chen
    Weili Zhao
    Xiao-Jian Sun
    Jinyan Huang
    BMC Bioinformatics, 22
  • [3] CytoTree: an R/Bioconductor package for analysis and visualization of flow and mass cytometry data
    Dai, Yuting
    Xu, Aining
    Li, Jianfeng
    Wu, Liang
    Yu, Shanhe
    Chen, Jun
    Zhao, Weili
    Sun, Xiao-Jian
    Huang, Jinyan
    BMC BIOINFORMATICS, 2021, 22 (01)
  • [4] cytomapper: an R/Bioconductor package for visualization of highly multiplexed imaging data
    Eling, Nils
    Damond, Nicolas
    Hoch, Tobias
    Bodenmiller, Bernd
    BIOINFORMATICS, 2021, 36 (24) : 5706 - 5708
  • [5] cytomapper: an R/Bioconductor package for visualization of highly multiplexed imaging data
    Eling, Nils
    Damond, Nicolas
    Hoch, Tobias
    Bodenmiller, Bernd
    BIOINFORMATICS, 2020, 36 (24) : 5706 - 5708
  • [6] uafR: An R package that automates mass spectrometry data processing
    Stratton, Chase A.
    Thompson, Yvonne
    Zio, Konilo
    Morrison, William R.
    Murrell, Ebony G.
    PLOS ONE, 2024, 19 (07):
  • [7] rMSIproc: an R package for mass spectrometry imaging data processing
    Rafols, Pere
    Heijs, Bram
    del Castillo, Esteban
    Yanes, Oscar
    McDonnell, Liam A.
    Brezmes, Jesus
    Perez-Taboada, Iara
    Vallejo, Mario
    Garcia-Altares, Maria
    Correig, Xavier
    BIOINFORMATICS, 2020, 36 (11) : 3618 - 3619
  • [8] HilbertCurve: an R/Bioconductor package for high-resolution visualization of genomic data
    Gu, Zuguang
    Eils, Roland
    Schlesner, Matthias
    BIOINFORMATICS, 2016, 32 (15) : 2372 - 2374
  • [9] Pathview: an R/Bioconductor package for pathway-based data integration and visualization
    Luo, Weijun
    Brouwer, Cory
    BIOINFORMATICS, 2013, 29 (14) : 1830 - 1831
  • [10] spectrum_utils: A Python']Python Package for Mass Spectrometry Data Processing and Visualization
    Bittremieux, Wout
    ANALYTICAL CHEMISTRY, 2020, 92 (01) : 659 - 661