Bioinformatics;
Biomedical research;
In situ analysis;
Mass spectrometry;
Mass-spectrometry imaging;
Molecular imaging;
Tissue analysis;
Protein identification;
Proteomics;
Spectrum notation;
PARAFFIN-EMBEDDED TISSUES;
MALDI;
CANCER;
BIOMARKER;
PEPTIDES;
CLASSIFICATION;
LOCALIZATION;
VALIDATION;
THROUGHPUT;
SIGNATURES;
D O I:
10.1016/j.trac.2012.06.008
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
With a rapidly growing number of biomedical applications of mass-spectrometry imaging (MSI) and expansion of the technique into the clinic, spectrum annotation is an increasingly pressing issue in MSI. Although identification of the species of interest is the key to answering biomedical research questions, only few of the hundreds of observed biomolecular signals in each MSI spectrum can be easily identified or interpreted. So far, no standardized protocols resolve this issue. Present strategies for protein identification in MSI, their limitations and future developments are the scope of this review. We discuss advances in MSI technology, workflows and bioinformatic tools to improve the confidence and the number of protein identifications within MSI studies. (C) 2012 Elsevier Ltd. All rights reserved.
机构:
Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, Germany
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Balluff, Benjamin
;
Elsner, Mareike
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Elsner, Mareike
;
Kowarsch, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Bioinformat & Syst Biol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Kowarsch, Andreas
;
Rauser, Sandra
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Rauser, Sandra
;
Meding, Stephan
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Meding, Stephan
;
Schuhmacher, Christoph
论文数: 0引用数: 0
h-index: 0
机构:Heidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Schuhmacher, Christoph
;
Feith, Marcus
论文数: 0引用数: 0
h-index: 0
机构:Heidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
机构:
Univ Kiel, Inst Pathol, D-2300 Kiel, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Rocken, Christoph
;
Schmid, Roland M.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Schmid, Roland M.
;
Hofler, Heinz
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, Germany
Tech Univ Munich, Klinikum Rechts Isar, Inst Pathol, D-8000 Munich, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Hofler, Heinz
;
Walch, Axel
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Walch, Axel
;
Ebert, Matthias P.
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
机构:
Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Bruand, Jocelyne
;
Sistla, Srinivas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Sistla, Srinivas
;
Meriaux, Celine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS FRE 3249, Lab Neuroimmunol & Neurochim Evolut, F-59655 Villeneuve Dascq, FranceUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Meriaux, Celine
;
Dorrestein, Pieter C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Dorrestein, Pieter C.
;
Gaasterland, Terry
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Div Marine Biol Res, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Gaasterland, Terry
;
Ghassemian, Majid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Ghassemian, Majid
;
Wisztorski, Maxence
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS FRE 3249, Lab Neuroimmunol & Neurochim Evolut, F-59655 Villeneuve Dascq, FranceUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Wisztorski, Maxence
;
论文数: 引用数:
h-index:
机构:
Fournier, Isabelle
;
Salzet, Michel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS FRE 3249, Lab Neuroimmunol & Neurochim Evolut, F-59655 Villeneuve Dascq, FranceUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Salzet, Michel
;
Macagno, Eduardo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Macagno, Eduardo
;
Bafna, Vineet
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Cazares, Lisa H.
;
Troyer, Dean
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Troyer, Dean
;
Mendrinos, Sawas
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Mendrinos, Sawas
;
Lance, Raymond A.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USA
Sentara Med Grp, Norfolk, VA USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Lance, Raymond A.
;
Nyalwidhe, Julius O.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Nyalwidhe, Julius O.
;
Beydoun, Hind A.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Grad Program Publ Hlth, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Beydoun, Hind A.
;
Clements, Mary Ann
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Clements, Mary Ann
;
Drake, Richard R.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Drake, Richard R.
;
Semmes, O. John
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
机构:
Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, Germany
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Balluff, Benjamin
;
Elsner, Mareike
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Elsner, Mareike
;
Kowarsch, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Bioinformat & Syst Biol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Kowarsch, Andreas
;
Rauser, Sandra
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Rauser, Sandra
;
Meding, Stephan
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Meding, Stephan
;
Schuhmacher, Christoph
论文数: 0引用数: 0
h-index: 0
机构:Heidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Schuhmacher, Christoph
;
Feith, Marcus
论文数: 0引用数: 0
h-index: 0
机构:Heidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
机构:
Univ Kiel, Inst Pathol, D-2300 Kiel, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Rocken, Christoph
;
Schmid, Roland M.
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Schmid, Roland M.
;
Hofler, Heinz
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, Germany
Tech Univ Munich, Klinikum Rechts Isar, Inst Pathol, D-8000 Munich, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Hofler, Heinz
;
Walch, Axel
论文数: 0引用数: 0
h-index: 0
机构:
Helmholtz Zentrum Munchen, Inst Pathol, German Res Ctr Environm Hlth, Neuherberg, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Walch, Axel
;
Ebert, Matthias P.
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
Tech Univ Munich, Klinikum Rechts Isar, Dept Med 2, D-8000 Munich, GermanyHeidelberg Univ, Univ Med Mannheim, Dept Med 2, D-68167 Mannheim, Germany
机构:
Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Bruand, Jocelyne
;
Sistla, Srinivas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Sistla, Srinivas
;
Meriaux, Celine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS FRE 3249, Lab Neuroimmunol & Neurochim Evolut, F-59655 Villeneuve Dascq, FranceUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Meriaux, Celine
;
Dorrestein, Pieter C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Skaggs Sch Pharm & Pharmaceut Sci, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Dorrestein, Pieter C.
;
Gaasterland, Terry
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Div Marine Biol Res, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Gaasterland, Terry
;
Ghassemian, Majid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Ghassemian, Majid
;
Wisztorski, Maxence
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS FRE 3249, Lab Neuroimmunol & Neurochim Evolut, F-59655 Villeneuve Dascq, FranceUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Wisztorski, Maxence
;
论文数: 引用数:
h-index:
机构:
Fournier, Isabelle
;
Salzet, Michel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lille 1, CNRS FRE 3249, Lab Neuroimmunol & Neurochim Evolut, F-59655 Villeneuve Dascq, FranceUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Salzet, Michel
;
Macagno, Eduardo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
Macagno, Eduardo
;
Bafna, Vineet
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USAUniv Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Cazares, Lisa H.
;
Troyer, Dean
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Troyer, Dean
;
Mendrinos, Sawas
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Mendrinos, Sawas
;
Lance, Raymond A.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USA
Sentara Med Grp, Norfolk, VA USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Lance, Raymond A.
;
Nyalwidhe, Julius O.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Nyalwidhe, Julius O.
;
Beydoun, Hind A.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Grad Program Publ Hlth, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Beydoun, Hind A.
;
Clements, Mary Ann
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Clements, Mary Ann
;
Drake, Richard R.
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Drake, Richard R.
;
Semmes, O. John
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, George L Wright Ctr Biomed Proteom, Norfolk, VA 23507 USA
Eastern Virginia Med Sch, Virginia Prostate Ctr, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Microbiol & Mol Cell Biol, Norfolk, VA 23507 USA