Abstract

BackgroundBiliary tract cancers (BTC) are rare but highly aggressive tumours with poor prognosis, usually detected at advanced stages. Herein, we aimed at identifying BTC-specific DNA methylation alterations.MethodsStudy design included statistical power and sample size estimation. A genome-wide methylation study of an explorative cohort (50 BTC and ten matched non-tumoral tissue samples) has been performed. BTC-specific altered CpG islands were validated in over 180 samples (174 BTCs and 13 non-tumoral controls). The final biomarkers, selected by a machine-learning approach, were validated in independent tissue (18 BTCs, 14 matched non-tumoral samples) and bile (24 BTCs, five non-tumoral samples) replication series, using droplet digital PCR.ResultsWe identified and successfully validated BTC-specific DNA methylation alterations in over 200 BTC samples. The two-biomarker panel, selected by an in-house algorithm, showed an AUC > 0.97. The best-performing biomarker (chr2:176993479-176995557), associated with HOXD8, a pivotal gene in cancer-related pathways, achieved 100% sensitivity and specificity in a new series of tissue and bile samples.ConclusionsWe identified a novel fully efficient BTC biomarker, associated with HOXD8 gene, detectable both in tissue and bile by a standardised assay ready-to-use in clinical trials also including samples from non-invasive matrices.

Highlights

  • Biliary tract cancers (BTC) are rare but highly aggressive tumours with poor prognosis, usually detected at advanced stages

  • The experimental strategy to identify highly specific and sensitive BTC methylation-based biomarkers consisted of: (1) global DNA methylation analysis of the Discovery cohort samples; (2) validation of the results in The Cancer Genome Atlas (TCGA)-CHOL cohort and GSE89803 cohort samples; (3) selection of methylation alterations not shared with other gastrointestinal tumours, those with high incidence, i.e. colon cancer (TCGA-COAD), rectal cancer (TCGAREAD) and gastric cancer (TCGA-STAD); (4) application of a machine-learning approach to select the minimum number of the most specific and sensitive alterations; (5) identification of the best-performing biomarker, tested in bile samples

  • No statistically significant differentially methylated CpG islands (CGIs) was detected after P value correction for multi-hypothesis testing

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Summary

Introduction

Biliary tract cancers (BTC) are rare but highly aggressive tumours with poor prognosis, usually detected at advanced stages. We aimed at identifying BTC-specific DNA methylation alterations. A genome-wide methylation study of an explorative cohort (50 BTC and ten matched non-tumoral tissue samples) has been performed. RESULTS: We identified and successfully validated BTC-specific DNA methylation alterations in over 200 BTC samples. The best-performing biomarker (chr2:176993479176995557), associated with HOXD8, a pivotal gene in cancer-related pathways, achieved 100% sensitivity and specificity in a new series of tissue and bile samples. CONCLUSIONS: We identified a novel fully efficient BTC biomarker, associated with HOXD8 gene, detectable both in tissue and bile by a standardised assay ready-to-use in clinical trials including samples from non-invasive matrices. Endoscopic retrograde cholangiopancreatography (ERCP) combined with biliary brush cytology and cyto-histological analysis of tumour tissue could be performed to confirm a suspected case of BTC [5]

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