Co-registration and analysis of multiple imaging mass spectrometry datasets targeting different analytes

被引:21
作者
Patterson, Nathan Heath [1 ,2 ]
Yang, Ethan [1 ]
Kranjec, Elizabeth-Ann [1 ,3 ]
Chaurand, Pierre [1 ]
机构
[1] Univ Montreal, Dept Chem, Montreal, PQ, Canada
[2] Vanderbilt Univ, Dept Biochem, Mass Spectrometry Res Ctr, Nashville, TN 37232 USA
[3] Aurora Vie Pointe Claire, Quebec City, PQ, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1093/bioinformatics/bty780
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation MALDI imaging mass spectrometry (IMS) has been successfully used to image a variety of biomolecules. Imaging of the many classes of biomolecules is often achieved through several incompatible sample preparations. Thus, multiple datasets must be acquired from multiple tissue sections to obtain a total molecular overview of a single sample. Addressing the need for single datasets from multiple IMS analyses, we developed the R package RegCombIMS as an extension of R package Cardinal to co-register, combine and create single IMS datasets acquired from serial sections of tissue. Results Dataset recombination and analysis is achieved by registration of the IMS datasets to a single coordinate space. The workflow allows for correlation of ions from IMS acquisitions that require incompatible sample preparations as well as multivariate analysis to mine the combined dataset for rapid and more thorough molecular query.
引用
收藏
页码:1261 / 1262
页数:2
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