生物标志物
胆道
胆道癌
癌症
病理
DNA甲基化
医学
生物
癌症研究
内科学
遗传学
基因表达
吉西他滨
基因
作者
Eleonora Loi,Cesare Zavattari,Alessandro Tommasi,Loredana Moi,Matteo Canale,Agnese Pò,Claudia Sabato,Ana Florencia Vega-Benedetti,Pina Ziranu,Marco Puzzoni,Eleonora Lai,Luca Faloppi,María Rullán,Juan Carrascosa,Irene Amat,Jesús Urmán,María Arechederra,Carmen Berasain,Elisabetta Ferretti,Andrea Casadei‐Gardini
标识
DOI:10.1038/s41416-022-01738-1
摘要
Abstract Background Biliary 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. Methods Study 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. Results We 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. 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 also including samples from non-invasive matrices.
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