Optimizing a Proteomics Platform for Urine Biomarker Discovery

被引:67
作者
Afkarian, Maryam [3 ]
Bhasin, Manoj [1 ,2 ]
Dillon, Simon T. [1 ,2 ]
Guerrero, Manuel C. [1 ,2 ]
Nelson, Robert G. [4 ]
Knowler, William C. [4 ]
Thadhani, Ravi [3 ]
Libermann, Towia A. [1 ,2 ]
机构
[1] Harvard Univ, Beth Israel Deaconess Med Ctr, Genom & Prote Ctr, Sch Med, Boston, MA 02215 USA
[2] Harvard Univ, Beth Israel Deaconess Med Ctr, Dana Farber Harvard Canc Ctr Canc Prote Core, Sch Med, Boston, MA 02215 USA
[3] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA 02114 USA
[4] NIDDK, Diabet Epidemiol & Clin Res Sect, NIH, Phoenix, AZ 85014 USA
基金
美国国家卫生研究院;
关键词
SAMPLE PREPARATION; DIABETIC-NEPHROPATHY; 2-DIMENSIONAL ELECTROPHORESIS; GEL-ELECTROPHORESIS; PROTEINS; QUANTITATION; COLLECTION; PREDICT;
D O I
10.1074/mcp.M110.000992
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Biomarker discovery approaches in urine have been hindered by concerns for reproducibility and inadequate standardization of proteomics protocols. In this study, we describe an optimized quantitative proteomics strategy for urine biomarker discovery, which is applicable to fresh or long frozen samples. We used urine from healthy controls to standardize iTRAQ (isobaric tags for relative and absolute quantitation) for variation induced by protease inhibitors, starting protein and iTRAQ label quantities, protein extraction methods, and depletion of albumin and immunoglobulin G (IgG). We observed the following: (a) Absence of protease inhibitors did not affect the number or identity of the high confidence proteins. (b) Use of less than 20 mu g of protein per sample led to a significant drop in the number of identified proteins. (c) Use of as little as a quarter unit of an iTRAQ label did not affect the number or identity of the identified proteins. (d) Protein extraction by methanol precipitation led to the highest protein yields and the most reproducible spectra. (e) Depletion of albumin and IgG did not increase the number of identified proteins or deepen the proteome coverage. Applying this optimized protocol to four pairs of long frozen urine samples from diabetic Pima Indians with or without nephropathy, we observed patterns suggesting segregation of cases and controls by iTRAQ spectra. We also identified several previously reported candidate biomarkers that showed trends toward differential expression, albeit not reaching statistical significance in this small sample set. Molecular & Cellular Proteomics 9:2195-2204, 2010.
引用
收藏
页码:2195 / 2204
页数:10
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