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Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms
BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs), a type of cystic pancreatic cancer (PC) precursors, are increasingly identified on cross-sectional imaging and present a significant diagnostic challenge. While surgical resection of IPMN-related advanced neoplasia, i.e., IPMN-related hig...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942382/ https://www.ncbi.nlm.nih.gov/pubmed/36803844 http://dx.doi.org/10.1186/s13148-023-01429-5 |
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author | Chhoda, Ankit Sharma, Anup Sailo, Bethsebie Tang, Haoyu Ruzgar, Nensi Tan, Wan Ying Ying, Lee Khatri, Rishabh Narayanan, Anand Mane, Shrikant De Kumar, Bony Wood, Laura D. Iacobuzio-Donahue, Christine Wolfgang, Christopher L. Kunstman, John W. Salem, Ronald R. Farrell, James J. Ahuja, Nita |
author_facet | Chhoda, Ankit Sharma, Anup Sailo, Bethsebie Tang, Haoyu Ruzgar, Nensi Tan, Wan Ying Ying, Lee Khatri, Rishabh Narayanan, Anand Mane, Shrikant De Kumar, Bony Wood, Laura D. Iacobuzio-Donahue, Christine Wolfgang, Christopher L. Kunstman, John W. Salem, Ronald R. Farrell, James J. Ahuja, Nita |
author_sort | Chhoda, Ankit |
collection | PubMed |
description | BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs), a type of cystic pancreatic cancer (PC) precursors, are increasingly identified on cross-sectional imaging and present a significant diagnostic challenge. While surgical resection of IPMN-related advanced neoplasia, i.e., IPMN-related high-grade dysplasia or PC, is an essential early PC detection strategy, resection is not recommended for IPMN-low-grade dysplasia (LGD) due to minimal risk of carcinogenesis, and significant procedural risks. Based on their promising results in prior validation studies targeting early detection of classical PC, DNA hypermethylation-based markers may serve as a biomarker for malignant risk stratification of IPMNs. This study investigates our DNA methylation-based PC biomarker panel (ADAMTS1, BNC1, and CACNA1G genes) in differentiating IPMN-advanced neoplasia from IPMN-LGDs. METHODS: Our previously described genome-wide pharmaco-epigenetic method identified multiple genes as potential targets for PC detection. The combination was further optimized and validated for early detection of classical PC in previous case–control studies. These promising genes were evaluated among micro-dissected IPMN tissue (IPMN-LGD: 35, IPMN-advanced neoplasia: 35) through Methylation-Specific PCR. The discriminant capacity of individual and combination of genes were delineated through Receiver Operating Characteristics curve analysis. RESULTS: As compared to IPMN-LGDs, IPMN-advanced neoplasia had higher hypermethylation frequency of candidate genes: ADAMTS1 (60% vs. 14%), BNC1 (66% vs. 3%), and CACGNA1G (25% vs. 0%). We observed Area Under Curve (AUC) values of 0.73 for ADAMTS1, 0.81 for BNC1, and 0.63 for CACNA1G genes. The combination of the BNC1/ CACNA1G genes resulted in an AUC of 0.84, sensitivity of 71%, and specificity of 97%. Combining the methylation status of the BNC1/CACNA1G genes, blood-based CA19-9, and IPMN lesion size enhanced the AUC to 0.92. CONCLUSION: DNA-methylation based biomarkers have shown a high diagnostic specificity and moderate sensitivity for differentiating IPMN-advanced neoplasia from LGDs. Addition of specific methylation targets can improve the accuracy of the methylation biomarker panel and enable the development of noninvasive IPMN stratification biomarkers. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01429-5. |
format | Online Article Text |
id | pubmed-9942382 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99423822023-02-22 Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms Chhoda, Ankit Sharma, Anup Sailo, Bethsebie Tang, Haoyu Ruzgar, Nensi Tan, Wan Ying Ying, Lee Khatri, Rishabh Narayanan, Anand Mane, Shrikant De Kumar, Bony Wood, Laura D. Iacobuzio-Donahue, Christine Wolfgang, Christopher L. Kunstman, John W. Salem, Ronald R. Farrell, James J. Ahuja, Nita Clin Epigenetics Research BACKGROUND: Intraductal papillary mucinous neoplasms (IPMNs), a type of cystic pancreatic cancer (PC) precursors, are increasingly identified on cross-sectional imaging and present a significant diagnostic challenge. While surgical resection of IPMN-related advanced neoplasia, i.e., IPMN-related high-grade dysplasia or PC, is an essential early PC detection strategy, resection is not recommended for IPMN-low-grade dysplasia (LGD) due to minimal risk of carcinogenesis, and significant procedural risks. Based on their promising results in prior validation studies targeting early detection of classical PC, DNA hypermethylation-based markers may serve as a biomarker for malignant risk stratification of IPMNs. This study investigates our DNA methylation-based PC biomarker panel (ADAMTS1, BNC1, and CACNA1G genes) in differentiating IPMN-advanced neoplasia from IPMN-LGDs. METHODS: Our previously described genome-wide pharmaco-epigenetic method identified multiple genes as potential targets for PC detection. The combination was further optimized and validated for early detection of classical PC in previous case–control studies. These promising genes were evaluated among micro-dissected IPMN tissue (IPMN-LGD: 35, IPMN-advanced neoplasia: 35) through Methylation-Specific PCR. The discriminant capacity of individual and combination of genes were delineated through Receiver Operating Characteristics curve analysis. RESULTS: As compared to IPMN-LGDs, IPMN-advanced neoplasia had higher hypermethylation frequency of candidate genes: ADAMTS1 (60% vs. 14%), BNC1 (66% vs. 3%), and CACGNA1G (25% vs. 0%). We observed Area Under Curve (AUC) values of 0.73 for ADAMTS1, 0.81 for BNC1, and 0.63 for CACNA1G genes. The combination of the BNC1/ CACNA1G genes resulted in an AUC of 0.84, sensitivity of 71%, and specificity of 97%. Combining the methylation status of the BNC1/CACNA1G genes, blood-based CA19-9, and IPMN lesion size enhanced the AUC to 0.92. CONCLUSION: DNA-methylation based biomarkers have shown a high diagnostic specificity and moderate sensitivity for differentiating IPMN-advanced neoplasia from LGDs. Addition of specific methylation targets can improve the accuracy of the methylation biomarker panel and enable the development of noninvasive IPMN stratification biomarkers. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01429-5. BioMed Central 2023-02-20 /pmc/articles/PMC9942382/ /pubmed/36803844 http://dx.doi.org/10.1186/s13148-023-01429-5 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chhoda, Ankit Sharma, Anup Sailo, Bethsebie Tang, Haoyu Ruzgar, Nensi Tan, Wan Ying Ying, Lee Khatri, Rishabh Narayanan, Anand Mane, Shrikant De Kumar, Bony Wood, Laura D. Iacobuzio-Donahue, Christine Wolfgang, Christopher L. Kunstman, John W. Salem, Ronald R. Farrell, James J. Ahuja, Nita Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
title | Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
title_full | Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
title_fullStr | Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
title_full_unstemmed | Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
title_short | Utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
title_sort | utility of promoter hypermethylation in malignant risk stratification of intraductal papillary mucinous neoplasms |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942382/ https://www.ncbi.nlm.nih.gov/pubmed/36803844 http://dx.doi.org/10.1186/s13148-023-01429-5 |
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