Interindividual Variation in the Proteome of Human Peripheral Blood Mononuclear Cells

被引:24
作者
Maes, Evelyne [1 ,2 ]
Landuyt, Bart [1 ]
Mertens, Inge [2 ,3 ]
Schoofs, Liliane [1 ]
机构
[1] Katholieke Univ Leuven, Res Grp Funct Genom & Prote, Louvain, Belgium
[2] Flemish Inst Technol Res VITO, Mol, Belgium
[3] CFP CeProMa, Antwerp, Belgium
关键词
DIFFERENCE GEL-ELECTROPHORESIS; HUMAN CEREBROSPINAL-FLUID; QUANTITATIVE PROTEOMICS; RHEUMATOID-ARTHRITIS; BIOLOGICAL VARIATION; PLASMA PROTEOME;
D O I
10.1371/journal.pone.0061933
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Peripheral blood mononuclear cells (PBMCs) are main actors in inflammatory processes and linked to many diseases, including rheumatoid arthritis, atherosclerosis, asthma, HIV and cancer. Moreover, they seem an interesting 'surrogate tissue' that can be used in biomarker discovery. In order to get a good experimental design for quantitative expression studies, the knowledge of the interindividual variation is an essential part. Therefore, PBMCs were isolated from 24 healthy volunteers (15 males, 9 females, ages 63-86) with no clinical signs of inflammation. The extracted proteins were separated using the two dimensional difference in gel electrophoresis technology (2D-DIGE), and the gel images were processed with the DeCyder 2D software. Protein spots present in at least 22 out of 24 healthy volunteers were selected for further statistical analysis. Determination of the coefficient of variation (CV) of the normalized spot volume values of these proteins, reveals that the total variation of the PBMC proteome varies between 12,99% to 148,45%, with a mean value of 28%. A supplemental look at the causes of technical variation showed that the isolation of PBMCs from whole blood is the factor which influences the experimental variance the most. This isolation should be handled with extra care and an additional washing step would be beneficial. Knowing the extent of variation, we show that at least 10 independent samples per group are needed to obtain statistical powerful data. This study demonstrates the importance of considering variance of a human population for a good experimental design for future protein profiling or biomarker studies.
引用
收藏
页数:9
相关论文
共 27 条
[1]   The Clinical Plasma Proteome: A Survey of Clinical Assays for Proteins in Plasma and Serum [J].
Anderson, N. Leigh .
CLINICAL CHEMISTRY, 2010, 56 (02) :177-185
[2]  
Brubaker AL, 2011, AGING DIS, V2, P346
[3]   Statistical issues in quality control of proteomic analyses: Good experimental design and planning [J].
Cairns, David A. .
PROTEOMICS, 2011, 11 (06) :1037-1048
[4]   Statistical analysis of the experimental variation in the proteomic characterization of human plasma by two-dimensional difference gel electrophoresis [J].
Corzett, Todd H. ;
Fodor, Imola K. ;
Choi, Megan W. ;
Walsworth, Vicki L. ;
Chromy, Brett A. ;
Turteltaub, Kenneth W. ;
McCutchen-Maloney, Sandra L. .
JOURNAL OF PROTEOME RESEARCH, 2006, 5 (10) :2611-2619
[5]   Statistical Analysis of Variation in the Human Plasma Proteome [J].
Corzett, Todd H. ;
Fodor, Imola K. ;
Choi, Megan W. ;
Walsworth, Vicki L. ;
Turteltaub, Kenneth W. ;
McCutchen-Maloney, Sandra L. ;
Chromy, Brett A. .
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY, 2010,
[6]  
de RB, 2008, J PROTEOME RES, V7, P2280, DOI [10.1021/pr700714x, DOI 10.1021/PR700714X]
[7]   A pattern of protein expression in peripheral blood mononuclear cells distinguishes rheumatoid arthritis patients from healthy individuals [J].
Dotzlaw, H ;
Schulz, M ;
Eggert, M ;
Neeck, G .
BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS, 2004, 1696 (01) :121-129
[8]   Characterisation of the variation of mouse brain proteome by two-dimensional electrophoresis [J].
Foeldi, Istvan ;
Mueller, Geza ;
Penke, Botond ;
Janaky, Tamas .
JOURNAL OF PROTEOMICS, 2011, 74 (06) :894-901
[9]   Protein profiles of peripheral blood mononuclear cells are useful for differential diagnosis of ulcerative colitis and Crohn's disease [J].
Hatsugai, Moriaki ;
Kurokawa, Manae S. ;
Kouro, Takefumi ;
Nagai, Kohei ;
Arito, Mitsumi ;
Masuko, Kayo ;
Suematsu, Naoya ;
Okamoto, Kazuki ;
Itoh, Fumio ;
Kato, Tomohiro .
JOURNAL OF GASTROENTEROLOGY, 2010, 45 (05) :488-500
[10]  
Hryniewicz-Jankowska A, 2007, EXP BIOL MED, V232, P967