MMS: A “R” Package for Metabolomic Markers Search in Stress Response Studies

G. Cardinali, Paolo Rellini, Cristina Pelliccia, Livio Antonielli, F. Fatichenti
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引用次数: 4

Abstract

In stress response studies, metabolomics tries to individuate spectral areas or metabolites whose response to a specific stress is particularly significant. This evaluation is normally carried out with a series of tedious and time consum- ing comparisons of spectral areas obtained from cells subject to different stress intensities. MMS is a package written in "R" language able to individuate which part of metabolomic spectra have a statistically significant response giving as out- put the diagrams of the R 2 and of the slope calculated from regression analysis between a vector describing the intensity of the stress and a matrix containing all spectra from differently challenged cells.
MMS:应激反应研究中代谢组学标记搜索的“R”包
在应激反应研究中,代谢组学试图将对特定应激反应特别显著的光谱区域或代谢物个体化。这种评估通常是通过一系列繁琐和耗时的比较,比较从受到不同应力强度的细胞中获得的光谱面积。MMS是一个用“R”语言编写的软件包,能够个性化代谢组学光谱的哪一部分具有统计显着的响应,作为输出的r2图和斜率图,由描述应力强度的向量和包含来自不同挑战细胞的所有光谱的矩阵之间的回归分析计算得出。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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