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HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples
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-wid...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174245/ https://www.ncbi.nlm.nih.gov/pubmed/35177798 http://dx.doi.org/10.1038/s41416-022-01738-1 |
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author | Loi, Eleonora Zavattari, Cesare Tommasi, Alessandro Moi, Loredana Canale, Matteo Po, Agnese Sabato, Claudia Vega-Benedetti, Ana Florencia Ziranu, Pina Puzzoni, Marco Lai, Eleonora Faloppi, Luca Rullán, María Carrascosa, Juan Amat, Irene Urman, Jesús M. Arechederra, Maria Berasain, Carmen Ferretti, Elisabetta Casadei-Gardini, Andrea Avila, Matías A. Alonso, Sergio Scartozzi, Mario Zavattari, Patrizia |
author_facet | Loi, Eleonora Zavattari, Cesare Tommasi, Alessandro Moi, Loredana Canale, Matteo Po, Agnese Sabato, Claudia Vega-Benedetti, Ana Florencia Ziranu, Pina Puzzoni, Marco Lai, Eleonora Faloppi, Luca Rullán, María Carrascosa, Juan Amat, Irene Urman, Jesús M. Arechederra, Maria Berasain, Carmen Ferretti, Elisabetta Casadei-Gardini, Andrea Avila, Matías A. Alonso, Sergio Scartozzi, Mario Zavattari, Patrizia |
author_sort | Loi, Eleonora |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9174245 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91742452022-06-09 HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples Loi, Eleonora Zavattari, Cesare Tommasi, Alessandro Moi, Loredana Canale, Matteo Po, Agnese Sabato, Claudia Vega-Benedetti, Ana Florencia Ziranu, Pina Puzzoni, Marco Lai, Eleonora Faloppi, Luca Rullán, María Carrascosa, Juan Amat, Irene Urman, Jesús M. Arechederra, Maria Berasain, Carmen Ferretti, Elisabetta Casadei-Gardini, Andrea Avila, Matías A. Alonso, Sergio Scartozzi, Mario Zavattari, Patrizia Br J Cancer Article 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. Nature Publishing Group UK 2022-02-17 2022-06-01 /pmc/articles/PMC9174245/ /pubmed/35177798 http://dx.doi.org/10.1038/s41416-022-01738-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Loi, Eleonora Zavattari, Cesare Tommasi, Alessandro Moi, Loredana Canale, Matteo Po, Agnese Sabato, Claudia Vega-Benedetti, Ana Florencia Ziranu, Pina Puzzoni, Marco Lai, Eleonora Faloppi, Luca Rullán, María Carrascosa, Juan Amat, Irene Urman, Jesús M. Arechederra, Maria Berasain, Carmen Ferretti, Elisabetta Casadei-Gardini, Andrea Avila, Matías A. Alonso, Sergio Scartozzi, Mario Zavattari, Patrizia HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
title | HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
title_full | HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
title_fullStr | HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
title_full_unstemmed | HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
title_short | HOXD8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
title_sort | hoxd8 hypermethylation as a fully sensitive and specific biomarker for biliary tract cancer detectable in tissue and bile samples |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174245/ https://www.ncbi.nlm.nih.gov/pubmed/35177798 http://dx.doi.org/10.1038/s41416-022-01738-1 |
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