Markers of adenocarcinoma characteristic of the site of origin: Development of a diagnostic algorithm

被引:227
作者
Dennis, JL
Hvidsten, TR
Wit, EC
Komorowski, J
Bell, AK
Downie, I
Mooney, J
Verbeke, C
Bellamy, C
Keith, WN
Olien, KA
机构
[1] Univ Glasgow, Beatson Labs, Canc Res UK, Ctr Oncol & Appl Pharmacol, Glasgow G61 1BD, Lanark, Scotland
[2] Univ Glasgow, Dept Stat, Glasgow G61 1BD, Lanark, Scotland
[3] Univ Glasgow, Div Canc Sci & Mol Pathol, Glasgow G61 1BD, Lanark, Scotland
[4] Glasgow Royal Infirm, Dept Pathol, Glasgow G4 0SF, Lanark, Scotland
[5] St James Hosp, Dept Pathol, Leeds LS9 7TF, W Yorkshire, England
[6] Univ Edinburgh, Dept Pathol, Edinburgh EH8 9YL, Midlothian, Scotland
[7] Univ Uppsala, Linnaeus Ctr Bioinformat, S-75105 Uppsala, Sweden
关键词
D O I
10.1158/1078-0432.CCR-04-2236
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Patients with metastatic adenocarcinoma of unknown origin are a common clinical problem. Knowledge of the primary site is important for their management, but histologically, such tumors appear similar. Better diagnostic markers are needed to enable the assignment of metastases to likely sites of origin on pathologic samples. Experimental Design: Expression profiling of 27 candidate markers was done using tissue microarrays and immunohistochemistry. In the first (training) round, we studied 352 primary adenocarcinomas, from seven main sites (breast, colon, lung, ovary, pancreas, prostate and stomach) and their differential diagnoses. Data were analyzed in Microsoft Access and the Rosetta system, and used to develop a classification scheme. In the second (validation) round, we studied 100 primary adenocarcinomas and 30 paired metastases. Results: In the first round, we generated expression profiles for all 27 candidate markers in each of the seven main primary sites. Data analysis led to a simplified diagnostic panel and decision tree containing 10 markers only: CA125, CDX2, cytokeratins 7 and 20, estrogen receptor, gross cystic disease fluid protein 15, lysozyme, mesothelin, prostate-specific antigen, and thyroid transcription factor 1. Applying the panel and tree to the original data provided correct classification in 88%. The 10 markers and diagnostic algorithm were then tested in a second, independent, set of primary and metastatic tumors and again 88% were correctly classified. Conclusions: This classification scheme should enable better prediction on biopsy material of the primary site in patients with metastatic adenocarcinoma of unknown origin, leading to improved management and therapy.
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页码:3766 / 3772
页数:7
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