Development and validation of a molecular tool to predict pathologic complete response in esophageal adenocarcinoma

David C. Qian, Joel A. Lefferts, Bassem I. Zaki, Elizabeth B. Brickley, Christopher R. Jackson, Juliana Andrici, Aravindhan Sriharan, Mikhail Lisovsky

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Pathologic complete response (pCR) to neoadjuvant chemoradiation for locally advanced esophageal adenocarcinoma (EAC) confers significantly improved survival. The ability to infer pCR may spare esophagectomy in some patients. Currently, there are no validated biomarkers of pCR. This study sought to evaluate whether a distinct signature of DNA copy number alterations (CNA) can be predictive of pCR in EAC. Pretreatment biopsies from 38 patients with locally advanced EAC (19 with pCR and 19 with pathologic partial/poor response) were assessed for CNA using OncoScan assay. A novel technique was employed where within every cytogenetic band, the quantity of bases gained by each sample was computed as the sum of gained genomic segment lengths weighted by the surplus copy number of each segment. A threefold cross-validation was used to assess association with pCR or pathologic partial/poor response. Forty patients with locally advanced EAC from The Cancer Genome Atlas (TCGA) constituted an independent validation cohort. Gains in the chromosomal loci 14q11 and 17p11 were preferentially associated with pCR. Average area under the receiver operating characteristic curve (AUC) for predicting pCR was 0.80 among the threefold cross-validation test sets. Using 0.3 megabases as the cutoff that optimizes trade-off between sensitivity (63%) and specificity (89%) in the discovery cohort, similar prediction performance for clinical and radiographic response was demonstrated in the validation cohort from TCGA (sensitivity 61%, specificity 82%). Copy number gains in the 14q11 and 17p11 loci may be useful for prediction of pCR, and, potentially, personalization of esophagectomy in EAC.

Original languageEnglish (US)
Article numberdoac035
JournalDiseases of the Esophagus
Volume35
Issue number12
DOIs
StatePublished - Dec 1 2022
Externally publishedYes

Keywords

  • copy number alterations
  • esophageal adenocarcinoma
  • neoadjuvant chemoradiation
  • pathologic complete response
  • The Cancer Genome Atlas

ASJC Scopus subject areas

  • General Medicine

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