A Validated miRNA Profile Predicts Response to Therapy in Esophageal Adenocarcinoma

被引:51
|
作者
Skinner, Heath D. [1 ]
Lee, Jeffrey H. [2 ]
Bhutani, Manoop S. [2 ]
Weston, Brian [2 ]
Hofstetter, Wayne [3 ]
Komaki, Ritsuko [1 ]
Shiozaki, Hironori [4 ]
Wadhwa, Roopma [4 ]
Sudo, Kazuki [4 ]
Elimova, Elena [4 ]
Song, Shumei [4 ]
Ye, Yuanqing [5 ]
Huang, Maosheng [5 ]
Ajani, Jaffer [4 ]
Wu, Xifeng [5 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Deparment Gastroenterol Hepatol & Nutr, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Thorac & Cardiovasc Surg, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept GI Med Oncol, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Epidemiol, Houston, TX 77030 USA
关键词
miRNA; esophageal cancer; response; chemotherapy; radiation; SQUAMOUS-CELL CARCINOMA; MICRORNA EXPRESSION; GENE-EXPRESSION; CANCER; SURVIVAL; CHEMORADIATION;
D O I
10.1002/cncr.28911
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BACKGROUNDIn the current study we present a validated miRNA signature to predict pathologic complete response (pCR) to neoadjuvant chemoradiation in esophageal adenocarcinoma. METHODSThree patient cohorts (discovery, n=10; model, n=43; and validation, n=65) with locally advanced esophageal adenocarcinoma were analyzed. In the discovery cohort 754 miRNAs were examined in pretreatment tumor biopsy specimens using a TaqMan array. Of these, the 44 most significantly altered between tumors with pCR and non-pCR were examined in an additional 43 tumors using a Fluidigm 48.48 array. The 4 miRNAs (mir-505*, mir-99b, mir-451, and mir-145*) significantly predicting pCR in both cohorts were examined in an additional validation cohort (n=65) using an Illumina array. These 4 miRNAs were used to generate an miRNA expression profile (MEP) score. RESULTSThe 4 miRNAs profiled are highly significantly associated with pCR in the model cohort (P-trend=.008), the validation cohort (P-trend=.025), and the combined cohort (P-trend=4.6 x 10(-4)). The receiver-operator characteristic areas under the curves (AUCs) for the MEP score were 0.78 for the model cohort, 0.71 for the validation cohort, and 0.72 for the combined cohort. When combined with clinical variables, the MEP score AUCs increased to 0.89, 0.77, and 0.81, respectively Estimates from logistic regression based on the MEP were determined and used to generate a probability of pCR plot, which identifies a group of patients with very high (80%) and very low (10%) probability of pCR. CONCLUSIONSThe MEP score provides a validated means of predicting pCR to neoadjuvant chemoradiotherapy in esophageal adenocarcinoma that is robust across several analysis platforms. Cancer 2014;120:3635-3641. (c) 2014 The Authors. Cancer published by Wiley Periodicals, Inc. on behalf of American Cancer Society. The current article describes a validated tumor miRNA expression profile consisting of 4 miRNAs that is highly predictive of response to chemoradiation in esophageal adenocarcinoma. Use of this panel could lead to the individualization of treatment in this disease.
引用
收藏
页码:3635 / 3641
页数:7
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