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A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma

BACKGROUND: In the current study we present a validated miRNA signature to predict pathologic complete response (pCR) to neoadjuvant chemoradiation in esophageal adenocarcinoma. METHODS: Three patient cohorts (discovery, n = 10; model, n = 43; and validation, n = 65) with locally advanced esophageal...

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Autores principales: Skinner, Heath D, Lee, Jeffrey H, Bhutani, Manoop S, Weston, Brian, Hofstetter, Wayne, Komaki, Ritsuko, Shiozaki, Hironori, Wadhwa, Roopma, Sudo, Kazuki, Elimova, Elena, Song, Shumei, Ye, Yuanqing, Huang, Maosheng, Ajani, Jaffer, Wu, Xifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4239178/
https://www.ncbi.nlm.nih.gov/pubmed/25091571
http://dx.doi.org/10.1002/cncr.28911
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author Skinner, Heath D
Lee, Jeffrey H
Bhutani, Manoop S
Weston, Brian
Hofstetter, Wayne
Komaki, Ritsuko
Shiozaki, Hironori
Wadhwa, Roopma
Sudo, Kazuki
Elimova, Elena
Song, Shumei
Ye, Yuanqing
Huang, Maosheng
Ajani, Jaffer
Wu, Xifeng
author_facet Skinner, Heath D
Lee, Jeffrey H
Bhutani, Manoop S
Weston, Brian
Hofstetter, Wayne
Komaki, Ritsuko
Shiozaki, Hironori
Wadhwa, Roopma
Sudo, Kazuki
Elimova, Elena
Song, Shumei
Ye, Yuanqing
Huang, Maosheng
Ajani, Jaffer
Wu, Xifeng
author_sort Skinner, Heath D
collection PubMed
description BACKGROUND: In the current study we present a validated miRNA signature to predict pathologic complete response (pCR) to neoadjuvant chemoradiation in esophageal adenocarcinoma. METHODS: Three 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. RESULTS: The 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 × 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. CONCLUSIONS: The 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.
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spelling pubmed-42391782014-12-12 A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma Skinner, Heath D Lee, Jeffrey H Bhutani, Manoop S Weston, Brian Hofstetter, Wayne Komaki, Ritsuko Shiozaki, Hironori Wadhwa, Roopma Sudo, Kazuki Elimova, Elena Song, Shumei Ye, Yuanqing Huang, Maosheng Ajani, Jaffer Wu, Xifeng Cancer Original Articles BACKGROUND: In the current study we present a validated miRNA signature to predict pathologic complete response (pCR) to neoadjuvant chemoradiation in esophageal adenocarcinoma. METHODS: Three 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. RESULTS: The 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 × 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. CONCLUSIONS: The 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. BlackWell Publishing Ltd 2014-12-01 2014-08-04 /pmc/articles/PMC4239178/ /pubmed/25091571 http://dx.doi.org/10.1002/cncr.28911 Text en © 2014 The Authors. Cancer published by Wiley Periodicals, Inc. on behalf of American Cancer Society. http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Skinner, Heath D
Lee, Jeffrey H
Bhutani, Manoop S
Weston, Brian
Hofstetter, Wayne
Komaki, Ritsuko
Shiozaki, Hironori
Wadhwa, Roopma
Sudo, Kazuki
Elimova, Elena
Song, Shumei
Ye, Yuanqing
Huang, Maosheng
Ajani, Jaffer
Wu, Xifeng
A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma
title A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma
title_full A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma
title_fullStr A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma
title_full_unstemmed A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma
title_short A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma
title_sort validated mirna profile predicts response to therapy in esophageal adenocarcinoma
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4239178/
https://www.ncbi.nlm.nih.gov/pubmed/25091571
http://dx.doi.org/10.1002/cncr.28911
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