OmniSpect: An Open MATLAB-Based Tool for Visualization and Analysis of Matrix-Assisted Laser Desorption/Ionization and Desorption Electrospray Ionization Mass Spectrometry Images

被引:50
作者
Parry, R. Mitchell [1 ]
Galhena, Asiri S. [2 ]
Gamage, Chaminda M. [2 ]
Bennett, Rachel V. [2 ]
Wang, May D. [3 ,4 ]
Fernandez, Facundo M. [2 ]
机构
[1] Emory Univ, Wallace H Coulter Dept Biomed Engn, Atlanta, GA 30332 USA
[2] Georgia Inst Technol, Atlanta, GA 30332 USA
[3] Georgia Inst Technol, Wallace H Coulter Dept Biomed Engn, Dept Elect & Comp Engn, Winship Canc Inst,Parker H Petit Inst Bioengn & B, Atlanta, GA 30332 USA
[4] Emory Univ, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
Mass spectrometry imaging; Desorption electrospray ionization (DESI); Matrix-assisted laser desorption ionization (MALDI); Data processing; Multivariate image analysis; Web-based tool; Software; MATLAB; MULTIVARIATE STATISTICAL-ANALYSIS; TOF-SIMS; CURVE RESOLUTION; SYSTEM;
D O I
10.1007/s13361-012-0572-y
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
We present omniSpect, an open source web-and MATLAB-based software tool for both desorption electrospray ionization (DESI) and matrix-assisted laser desorption ionization (MALDI) mass spectrometry imaging (MSI) that performs computationally intensive functions on a remote server. These functions include converting data from a variety of file formats into a common format easily manipulated in MATLAB, transforming time-series mass spectra into mass spectrometry images based on a probe spatial raster path, and multivariate analysis. OmniSpect provides an extensible suite of tools to meet the computational requirements needed for visualizing open and proprietary format MSI data.
引用
收藏
页码:646 / 649
页数:4
相关论文
共 21 条
[1]   Evaluation of reagent effect on skin using time-of-flight secondary ion mass spectrometry and multivariate curve resolution [J].
Aoyagi, Satoka ;
Matsuzaki, Takashi ;
Takahashi, Masumi ;
Sakurai, Yuuki ;
Kudo, Masahiro .
SURFACE AND INTERFACE ANALYSIS, 2012, 44 (06) :772-775
[2]   AMASS: Algorithm for MSI Analysis by Semi-supervised Segmentation [J].
Bruand, Jocelyne ;
Alexandrov, Theodore ;
Sistla, Srinivas ;
Wisztorski, Maxence ;
Meriaux, Celine ;
Becker, Michael ;
Salzet, Michel ;
Fournier, Isabelle ;
Macagno, Eduardo ;
Bafna, Vineet .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (10) :4734-4743
[3]  
Cichocki A., 2009, NONNEGATIVE MATRIX T
[4]   Enhanced Direct Ambient Analysis by Differential Mobility-Filtered Desorption Electrospray Ionization-Mass Spectrometry [J].
Galhena, Asiri S. ;
Harris, Glenn A. ;
Kwasnik, Mark ;
Fernandez, Facundo M. .
ANALYTICAL CHEMISTRY, 2010, 82 (22) :9159-9163
[5]   Development of imaging mass spectrometry (IMS) dataset extractor software, IMS convolution [J].
Hayasaka, Takahiro ;
Goto-Inoue, Naoko ;
Ushijima, Masaru ;
Yao, Ikuko ;
Yuba-Kubo, Akiko ;
Wakui, Masatoshi ;
Kajihara, Shigeki ;
Matsuura, Masaaki ;
Setou, Mitsutoshi .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2011, 401 (01) :183-193
[6]   MITICS (MALDI Imaging Team Imaging Computing System): A new open source mass spectrometry imaging software [J].
Jardin-Mathe, Oliuia ;
Bonnel, David ;
Franck, Julien ;
Wisztorski, Maxence ;
Macagno, Eduardo ;
Fournier, Isabelle ;
Salzet, Michel .
JOURNAL OF PROTEOMICS, 2008, 71 (03) :332-345
[7]   Tools and strategies for visualization of large image data sets in high-resolution imaging mass spectrometry [J].
Klinkert, Ivo ;
McDonnell, Liam A. ;
Luxembourg, Stefan L. ;
Altelaar, A. F. Maarten ;
Amstalden, Erika R. ;
Piersma, Sander R. ;
Heeren, Ron M. A. .
REVIEW OF SCIENTIFIC INSTRUMENTS, 2007, 78 (05)
[8]   Learning the parts of objects by non-negative matrix factorization [J].
Lee, DD ;
Seung, HS .
NATURE, 1999, 401 (6755) :788-791
[9]   Quantification and methodology issues in multivariate analysis of ToF-SIMS data for mixed organic systems [J].
Lee, J. L. S. ;
Gilmore, I. S. ;
Seah, M. P. .
SURFACE AND INTERFACE ANALYSIS, 2008, 40 (01) :1-14
[10]   Multivariate image analysis strategies for ToF-SIMS images with topography [J].
Lee, J. L. S. ;
Gilmore, I. S. ;
Fletcher, I. W. ;
Seah, M. P. .
SURFACE AND INTERFACE ANALYSIS, 2009, 41 (08) :653-665