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Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples
BACKGROUND: Patients with pancreatobiliary tract cancer usually have a poor clinical outcome, with a 5-year overall survival rate below 20%. This is mainly associated with the late diagnosis. In addition, the standard-of-care for patients with malignant biliary stenosis involves a major surgery, the...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678809/ https://www.ncbi.nlm.nih.gov/pubmed/36425869 http://dx.doi.org/10.1016/j.eclinm.2022.101736 |
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author | He, Shun Zeng, Fanxin Yin, Huihui Wang, Pei Bai, Yinlei Song, Qianqian Chu, Jiangtao Huang, Zhen Liu, Yumeng Liu, Hong Chen, Qichen Liu, Li Zhou, Jun Hu, Hanjie Li, Xingchen Li, Tengyan Wang, Guiqi Cai, Jianqiang Jiao, Yuchen Zhao, Hong |
author_facet | He, Shun Zeng, Fanxin Yin, Huihui Wang, Pei Bai, Yinlei Song, Qianqian Chu, Jiangtao Huang, Zhen Liu, Yumeng Liu, Hong Chen, Qichen Liu, Li Zhou, Jun Hu, Hanjie Li, Xingchen Li, Tengyan Wang, Guiqi Cai, Jianqiang Jiao, Yuchen Zhao, Hong |
author_sort | He, Shun |
collection | PubMed |
description | BACKGROUND: Patients with pancreatobiliary tract cancer usually have a poor clinical outcome, with a 5-year overall survival rate below 20%. This is mainly associated with the late diagnosis. In addition, the standard-of-care for patients with malignant biliary stenosis involves a major surgery, the Whipple procedure. An accurate preoperative diagnosis, including differentiation from benign diseases, is critical to avoid unnecessary treatment. Here we developed BileScreen, a sensitive detection modality for the diagnosis of pancreatobiliary tract cancer based on massively parallel sequencing mutation and methylation changes in bile samples. METHODS: A total of 338 patients, from five hospitals in China, with pancreatobiliary system disorders were enrolled in this study between November 2018 and October 2020, and 259 were included for the analysis of BileScreen. We profiled 23 gene mutations and 44 genes with methylation modifications in parallel from bile samples, and set up a model for the detection of malignancy based on multi-level biomarkers. FINDINGS: We applied the BileScreen assay in a training cohort (n = 104) to set up the model and algorithm. The model was further evaluated in a validation cohort (n = 105), resulting in 92% sensitivity and 98% specificity. The performance of BileScreen was further assessed in a prospective test cohort (n = 50) of patients diagnosed with suspicious or negative pathology by endoscopic retrograde cholangiopancreatography and were confirmed in follow-up. BileScreen yielded 90% sensitivity and 80% specificity, and outcompeted serum carbohydrate antigen 19-9 in detecting pancreatobiliary tract cancer in all three cohorts, especially in terms of specificity. INTERPRETATION: Taken together, BileScreen has the ability to interrogate mutations and methylation changes in bile samples in parallel, thus rendering it a potentially sensitive detection method to help in the diagnosis of pancreatobiliary tract cancer in a safe, convenient and less-invasive manner. FUNDING: This study was supported by the Capital's Funds for Health Improvement and Research (2020-2-4025 to S.H.), the National Natural Science Foundation of China (81972311 to H.Z.), CAMS Innovation Fund for Medical Sciences (CIFMS) (2017-12M-4-002 to H.Z.), the CAMS Innovation Fund for Medical Sciences(CIFMS) (2021-I2M-1-066 to CJQ), the Non-profit Central Research Institution Fund of Chinese Academy of Medical Sciences (2019PT310026 to H.Z.) and Sanming Project of Medicine in Shenzhen (SZSM202011010 to H.Z.). |
format | Online Article Text |
id | pubmed-9678809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-96788092022-11-23 Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples He, Shun Zeng, Fanxin Yin, Huihui Wang, Pei Bai, Yinlei Song, Qianqian Chu, Jiangtao Huang, Zhen Liu, Yumeng Liu, Hong Chen, Qichen Liu, Li Zhou, Jun Hu, Hanjie Li, Xingchen Li, Tengyan Wang, Guiqi Cai, Jianqiang Jiao, Yuchen Zhao, Hong eClinicalMedicine Articles BACKGROUND: Patients with pancreatobiliary tract cancer usually have a poor clinical outcome, with a 5-year overall survival rate below 20%. This is mainly associated with the late diagnosis. In addition, the standard-of-care for patients with malignant biliary stenosis involves a major surgery, the Whipple procedure. An accurate preoperative diagnosis, including differentiation from benign diseases, is critical to avoid unnecessary treatment. Here we developed BileScreen, a sensitive detection modality for the diagnosis of pancreatobiliary tract cancer based on massively parallel sequencing mutation and methylation changes in bile samples. METHODS: A total of 338 patients, from five hospitals in China, with pancreatobiliary system disorders were enrolled in this study between November 2018 and October 2020, and 259 were included for the analysis of BileScreen. We profiled 23 gene mutations and 44 genes with methylation modifications in parallel from bile samples, and set up a model for the detection of malignancy based on multi-level biomarkers. FINDINGS: We applied the BileScreen assay in a training cohort (n = 104) to set up the model and algorithm. The model was further evaluated in a validation cohort (n = 105), resulting in 92% sensitivity and 98% specificity. The performance of BileScreen was further assessed in a prospective test cohort (n = 50) of patients diagnosed with suspicious or negative pathology by endoscopic retrograde cholangiopancreatography and were confirmed in follow-up. BileScreen yielded 90% sensitivity and 80% specificity, and outcompeted serum carbohydrate antigen 19-9 in detecting pancreatobiliary tract cancer in all three cohorts, especially in terms of specificity. INTERPRETATION: Taken together, BileScreen has the ability to interrogate mutations and methylation changes in bile samples in parallel, thus rendering it a potentially sensitive detection method to help in the diagnosis of pancreatobiliary tract cancer in a safe, convenient and less-invasive manner. FUNDING: This study was supported by the Capital's Funds for Health Improvement and Research (2020-2-4025 to S.H.), the National Natural Science Foundation of China (81972311 to H.Z.), CAMS Innovation Fund for Medical Sciences (CIFMS) (2017-12M-4-002 to H.Z.), the CAMS Innovation Fund for Medical Sciences(CIFMS) (2021-I2M-1-066 to CJQ), the Non-profit Central Research Institution Fund of Chinese Academy of Medical Sciences (2019PT310026 to H.Z.) and Sanming Project of Medicine in Shenzhen (SZSM202011010 to H.Z.). Elsevier 2022-11-17 /pmc/articles/PMC9678809/ /pubmed/36425869 http://dx.doi.org/10.1016/j.eclinm.2022.101736 Text en © 2022 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Articles He, Shun Zeng, Fanxin Yin, Huihui Wang, Pei Bai, Yinlei Song, Qianqian Chu, Jiangtao Huang, Zhen Liu, Yumeng Liu, Hong Chen, Qichen Liu, Li Zhou, Jun Hu, Hanjie Li, Xingchen Li, Tengyan Wang, Guiqi Cai, Jianqiang Jiao, Yuchen Zhao, Hong Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
title | Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
title_full | Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
title_fullStr | Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
title_full_unstemmed | Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
title_short | Molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
title_sort | molecular diagnosis of pancreatobiliary tract cancer by detecting mutations and methylation changes in bile samples |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678809/ https://www.ncbi.nlm.nih.gov/pubmed/36425869 http://dx.doi.org/10.1016/j.eclinm.2022.101736 |
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