Verification of endometrial tissue biomarkers previously discovered using mass spectrometry-based proteomics by means of immunohistochemistry in a tissue microarray format

被引:24
作者
Dube, Valerie
Grigull, Jorg
DeSouza, Leroi V.
Ghanny, Shaun
Colgan, Terence J.
Romaschin, Alexander D.
Siu, K. W. Michael
机构
[1] Mt Sinai Hosp, Dept Pathol & Lab Med, Toronto, ON M5G 1X5, Canada
[2] York Univ, Dept Math & Stat, Toronto, ON M2J 1P3, Canada
[3] York Univ, Dept Chem, Toronto, ON M2J 1P3, Canada
[4] York Univ, Dept Biol, Toronto, ON M2J 1P3, Canada
[5] York Univ, Ctr Res Mass Spectrometry, Toronto, ON M2J 1P3, Canada
[6] Univ Toronto, Dept Lab Med & Pathobiol, Toronto, ON M5G 1X5, Canada
[7] St Michaels Hosp, Div Clin Biochem, Toronto, ON M5B 1W8, Canada
关键词
verification; biomarkers; endometrial carcinoma; tissue proteomics; immunohistochemistry; tissue microarray; chaperonin-10; pyruvate kinase M2;
D O I
10.1021/pr070087o
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Verification of candidate protein biomarkers is a necessary step in moving from the initial discovery to application. Here, we report results of a verification exercise involving six candidate endometrial cancer biomarkers previously discovered using mass-tagging and multidimensional liquid chromatography/tandem mass spectrometry (DeSouza L., et al. J. Proteome Res. 2005, 4, 377-386) on a cohort of 148 patient samples by means of immunohistochemistry on a tissue microarray format. A panel of the three best-performing biomarkers, chaperonin 10, pyruvate kinase M2, and alpha-1-antitrypsin, achieved a sensitivity of 0.85, specificity of 0.93, predictive value of 0.90, and positive predictive value of 0.88 in discriminating malignant from benign endometrium. The ruggedness of this panel of biomarkers was verified in a 2/3-training-set-1/3-test-set cross-validation analysis by randomly splitting the cohort in 10 ways. The roles of chaperonin 10 and pyruvate kinase M2 in tumorigenesis confirm them as credible cancer biomarkers.
引用
收藏
页码:2648 / 2655
页数:8
相关论文
共 51 条
[1]  
AHMED A, 2006, INT J GYNECOL CA S3, V16, P624
[2]   HSP-10 in ovarian cancer: Expression and suppression of T-cell signaling [J].
Akyol, Sibel ;
Gercel-Taylor, Cicek ;
Reynolds, Lisa C. ;
Taylor, Douglas D. .
GYNECOLOGIC ONCOLOGY, 2006, 101 (03) :481-486
[3]  
Allred DC, 1998, MODERN PATHOL, V11, P155
[4]   ASSOCIATION OF P53 PROTEIN EXPRESSION WITH TUMOR-CELL PROLIFERATION RATE AND CLINICAL OUTCOME IN NODE-NEGATIVE BREAST-CANCER [J].
ALLRED, DC ;
CLARK, GM ;
ELLEDGE, R ;
FUQUA, SAW ;
BROWN, RW ;
CHAMNESS, GC ;
OSBORNE, CK ;
MCGUIRE, WL .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1993, 85 (03) :200-206
[5]   The tumor microenvironment: Key to early detection [J].
Ariztia, Edgardo V. ;
Lee, Catherine J. ;
Gogoi, Radhika ;
Fishman, David A. .
CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES, 2006, 43 (5-6) :393-425
[6]  
ASHIZAWA K, 1991, J BIOL CHEM, V266, P16842
[7]   Tissue profiling by mass spectrometry - A review of methodology and applications [J].
Caldwell, RL ;
Caprioli, RM .
MOLECULAR & CELLULAR PROTEOMICS, 2005, 4 (04) :394-401
[8]   Ten kilodalton heat shock protein (HSP10) is overexpressed during carcinogenesis of large bowel and uterine exocervix [J].
Cappello, F ;
Bellafiore, M ;
David, S ;
Anzalone, R ;
Zummo, G .
CANCER LETTERS, 2003, 196 (01) :35-41
[9]   Assessing protein patterns in disease using imaging mass spectrometry [J].
Chaurand, P ;
Schwartz, SA ;
Caprioli, RM .
JOURNAL OF PROTEOME RESEARCH, 2004, 3 (02) :245-252
[10]   Tissue microarrays, tread carefully [J].
Chiriboga, L ;
Osman, I ;
Mikhail, M ;
Lau, C .
LABORATORY INVESTIGATION, 2004, 84 (12) :1677-1677