A validated miRNA profile predicts response to therapy in esophageal adenocarcinoma

Heath D. Skinner, Jeffrey H. Lee, Manoop S. Bhutani, Brian Weston, Wayne Hofstetter, Ritsuko Komaki, Hironori Shiozaki, Roopma Wadhwa, Kazuki Sudo, Elena Elimova, Shumei Song, Yuanqing Ye, Maosheng Huang, Jaffer Ajani, Xifeng Wu

Research output: Contribution to journalArticlepeer-review

47 Scopus citations

Abstract

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 (Ptrend =.008), the validation cohort (Ptrend =.025), and the combined cohort (Ptrend-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.

Original languageEnglish (US)
Pages (from-to)3635-3641
Number of pages7
JournalCancer
Volume120
Issue number23
DOIs
StatePublished - Dec 1 2014

Keywords

  • Chemotherapy
  • Esophageal cancer
  • MiRNA
  • Radiation
  • Response

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

MD Anderson CCSG core facilities

  • Clinical Trials Office

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