Prospective Gene Signature Study Using microRNA to Identify the Tissue of Origin in Patients with Carcinoma of Unknown Primary

被引:85
作者
Varadhachary, Gauri R. [1 ]
Spector, Yael [3 ]
Abbruzzese, James L.
Rosenwald, Shai [3 ]
Wang, Huamin [2 ]
Aharonov, Ranit [3 ]
Carlson, Heather R.
Cohen, Dalia [4 ]
Karanth, Siddharth
Macinskas, Joanna [4 ]
Lenzi, Renato
Chajut, Ayelet [3 ]
Edmonston, Tina B. [4 ]
Raber, Martin N.
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Gastrointestinal Med Oncol, Unit 426, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[3] Rosetta Genom Ltd, Rehovot, Israel
[4] Rosetta Genom Inc, Philadelphia, PA USA
关键词
LUNG-CANCER; MIR-200; FAMILY; TUMOR-TISSUE; PRIMARY SITE; EXPRESSION; IDENTIFICATION; VALIDATION; PACLITAXEL; PROFILE; CELLS;
D O I
10.1158/1078-0432.CCR-10-2599
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Accurate identification of tissue of origin (ToO) for patients with carcinoma of unknown primary (CUP) may help customize therapy to the putative primary and thereby improve the clinical outcome. We prospectively studied the performance of a microRNA-based assay to identify the ToO in CUP patients. Experimental Design: Formalin-fixed paraffin-embedded (FFPE) metastatic tissue from 104 patients was reviewed and 87 of these contained sufficient tumor for testing. The assay quantitates 48 microRNAs and assigns one of 25 tumor diagnoses by using a biologically motivated binary decision tree and a K-nearest neighbors (KNN). The assay predictions were compared with clinicopathologic features and, where suitable, to therapeutic response. Results: Seventy-four of the 87 cases were processed successfully. The assay result was consistent or compatible with the clinicopathologic features in 84% of cases processed successfully (71% of all samples attempted). In 65 patients, pathology and immunohistochemistry (IHC) suggested a diagnosis or (more often) a differential diagnosis. Out of those, the assay was consistent or compatible with the clinicopathologic presentation in 55 (85%) cases. Of the 9 patients with noncontributory IHC, the assay provided a ToO prediction that was compatible with the clinical presentation in 7 cases. Conclusions: In this prospective study, the microRNA diagnosis was compatible with the clinicopathologic picture in the majority of cases. Comparative effectiveness research trials evaluating the added benefit of molecular profiling in appropriate CUP subsets are warranted. MicroRNA profiling may be particularly helpful in patients in whom the IHC profile of the metastasis is nondiagnostic or leaves a large differential diagnosis. Clin Cancer Res; 17(12); 4063-70. (C) 2011 AACR.
引用
收藏
页码:4063 / 4070
页数:8
相关论文
共 32 条
[1]   Renal-cell carcinoma - Molecular pathways and therapies [J].
Brugarolas, James .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 356 (02) :185-187
[2]   Cisplatin in combination with either gemcitabine or irinotecan in carcinomas of unknown primary site:: Results of a randomized phase II study-trial for the French Study Group on Carcinomas of Unknown Primary (GEFCAPI 01) [J].
Culine, S ;
Lortholary, A ;
Voigt, JJ ;
Bugat, R ;
Théodore, C ;
Priou, F ;
Kaminsky, MC ;
Lesimple, T ;
Pivot, X ;
Coudert, B ;
Douillar, JY ;
Merrouche, Y ;
Allouache, J ;
Goupil, A ;
Négrier, S ;
Viala, J ;
Petrow, P ;
Bouzy, J ;
Laplanche, A ;
Fizazi, K .
JOURNAL OF CLINICAL ONCOLOGY, 2003, 21 (18) :3479-3482
[3]   Markers of adenocarcinoma characteristic of the site of origin: Development of a diagnostic algorithm [J].
Dennis, JL ;
Hvidsten, TR ;
Wit, EC ;
Komorowski, J ;
Bell, AK ;
Downie, I ;
Mooney, J ;
Verbeke, C ;
Bellamy, C ;
Keith, WN ;
Olien, KA .
CLINICAL CANCER RESEARCH, 2005, 11 (10) :3766-3772
[4]   Molecular Profiling in Unknown Primary Cancer: Accuracy of Tissue of Origin Prediction [J].
Greco, F. Anthony ;
Spigel, David R. ;
Yardley, Denise A. ;
Erlander, Mark G. ;
Ma, Xiao-Jun ;
Hainsworth, John D. .
ONCOLOGIST, 2010, 15 (05) :500-506
[5]  
Greco F Anthony, 2008, J Natl Compr Canc Netw, V6, P1061
[6]   The mir-200 family and mir-205 regulate epithelial to mesenchymal transition by targeting ZEB1 and SIP1 [J].
Gregory, Philip A. ;
Bert, Andrew G. ;
Paterson, Emily L. ;
Barry, Simon C. ;
Tsykin, Anna ;
Farshid, Gelareh ;
Vadas, Mathew A. ;
Khew-Goodall, Yeesim ;
Goodall, Gregory J. .
NATURE CELL BIOLOGY, 2008, 10 (05) :593-601
[7]   Phase II trial of paclitaxel, carboplatin, and etoposide in advanced poorly differentiated neuroendocrine carcinoma: A Minnie Pearl Cancer Research Network Study [J].
Hainsworth, John D. ;
Spigel, David R. ;
Litchy, Sharlene ;
Greco, F. Anthony .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (22) :3548-3554
[8]   A microRNA polycistron as a potential human oncogene [J].
He, L ;
Thomson, JM ;
Hemann, MT ;
Hernando-Monge, E ;
Mu, D ;
Goodson, S ;
Powers, S ;
Cordon-Cardo, C ;
Lowe, SW ;
Hannon, GJ ;
Hammond, SM .
NATURE, 2005, 435 (7043) :828-833
[9]   Drug therapy: Trastuzumab - Mechanism of action and use in clinical practice [J].
Hudis, Clifford A. .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 357 (01) :39-51
[10]  
Krishna M, 2010, ARCH PATHOL LAB MED, V134, P207, DOI 10.1043/1543-2165-134.2.207