4.7 Article

rMSIproc: an R package for mass spectrometry imaging data processing

期刊

BIOINFORMATICS
卷 36, 期 11, 页码 3618-3619

出版社

OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btaa142

关键词

-

资金

  1. Spanish Ministry of Economy and Competitiveness [TEC2015-69076-P, BES-2013-065572, BFU2017-89336-R]
  2. Direccio General de Recerca of the Government of Catalonia [2017 SGR 1119]
  3. IPT's fellowship from the Spanish Ministry of Education, Culture and Sports [FPU 14/04457]

向作者/读者索取更多资源

Mass spectrometry imaging (MSI) can reveal biochemical information directly from a tissue section. MSI generates a large quantity of complex spectral data which is still challenging to translate into relevant biochemical information. Here, we present rMSIproc, an open-source R package that implements a full data processing workflow for MSI experiments performed using TOF or FT-based mass spectrometers. The package provides a novel strategy for spectral alignment and recalibration, which allows to process multiple datasets simultaneously. This enables to perform a confident statistical analysis with multiple datasets from one or several experiments. rMSIproc is designed to work with files larger than the computer memory capacity and the algorithms are implemented using a multi-threading strategy. rMSIproc is a powerful tool able to take full advantage of modern computer systems to completely develop the whole MSI potential.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据