SELDI-TOF mass spectra: A view on sources of variation

被引:38
作者
Dijkstra, Martijn
Vonk, Roel J.
Jansen, Ritsert C.
机构
[1] Univ Groningen, Bioinformat Ctr, Biomol Sci & Biotechnol Inst, NL-9700 AV Groningen, Netherlands
[2] Univ Med Ctr Groningen, Ctr Med Biom, NL-9713 AV Groningen, Netherlands
来源
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES | 2007年 / 847卷 / 01期
关键词
mass spectrometry; quantitative analysis; SELDI; mixture models; spectrum analysis;
D O I
10.1016/j.jchromb.2006.11.004
中图分类号
Q5 [生物化学];
学科分类号
071010 [生物化学与分子生物学]; 081704 [应用化学];
摘要
Adequate interpretation of mass spectrometry data can yield valuable biomarkers. However, spectrum interpretation is a complicated task. This paper reviews the various factors that determine a sample's spectrum and demonstrates the role of these factors in the interpretation process. We derive a simulation model that adequately predicts the expected spectrum based on known sample content and, in the reverse mode, obtain an analysis model that adequately fits an observed spectrum based on the hypothesized sources of variation. (c) 2006 Elsevier B.V All rights reserved.
引用
收藏
页码:12 / 23
页数:12
相关论文
共 20 条
[1]
[Anonymous], 2003, HDB STAT GENETICS
[2]
Electrospray ionization-mass spectrometry and tandem mass spectrometry reveal self-association and metal-ion binding of hydrophobic peptides: A study of the gramicidin dimer [J].
Chitta, RK ;
Gross, ML .
BIOPHYSICAL JOURNAL, 2004, 86 (01) :473-479
[3]
*CIPH BIOS INC, 2002, PROTEINCHIP SOFTW 3
[4]
MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38
[5]
Peak quantification in surface-enhanced laser desorption/ionization by using mixture models [J].
Dijkstra, Martijn ;
Roelofsen, Han ;
Vonk, Roel J. ;
Jansen, Ritsert C. .
PROTEOMICS, 2006, 6 (19) :5106-5116
[6]
HELLSING M, 1985, J PHYS E, V18
[7]
HILARIO M, 2006, MASS SPECT REV, V25
[8]
Jeffery CA, 2005, CFO-MAG SR FINANC EX, V21, P14
[9]
Estimates of protein surface areas in solution by electrospray ionization mass spectrometry [J].
Kaltashov, IA ;
Mohimen, A .
ANALYTICAL CHEMISTRY, 2005, 77 (16) :5370-5379
[10]
KALTASHOV IA, 2002, MASS SPECT REV, V21