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Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis
BACKGROUND: The differential diagnosis of pancreatic ductal adenocarcinoma (PDAC) from chronic pancreatitis (CP) is clinically challenging due to a lack of minimally invasive diagnosis methods. MicroRNAs (miRNAs) derived from small extracellular vesicles (EVs) in the blood have been reported as a pr...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8431442/ https://www.ncbi.nlm.nih.gov/pubmed/34586739 http://dx.doi.org/10.1002/ctm2.520 |
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author | Guo, Shiwei Qin, Hao Liu, Ke Wang, Huan Bai, Sijia Liu, Shiyi Shao, Zhuo Zhang, Yanan Song, Bin Xu, Xiaoya Shen, Jing Zeng, Peng Shi, Xiaohan Chen, Hao Gao, Suizhi Xu, Jiajia Pan, Yaqi Xiong, Lei Li, Fugen Zhang, Dadong Jiao, Xiaodong Jin, Gang |
author_facet | Guo, Shiwei Qin, Hao Liu, Ke Wang, Huan Bai, Sijia Liu, Shiyi Shao, Zhuo Zhang, Yanan Song, Bin Xu, Xiaoya Shen, Jing Zeng, Peng Shi, Xiaohan Chen, Hao Gao, Suizhi Xu, Jiajia Pan, Yaqi Xiong, Lei Li, Fugen Zhang, Dadong Jiao, Xiaodong Jin, Gang |
author_sort | Guo, Shiwei |
collection | PubMed |
description | BACKGROUND: The differential diagnosis of pancreatic ductal adenocarcinoma (PDAC) from chronic pancreatitis (CP) is clinically challenging due to a lack of minimally invasive diagnosis methods. MicroRNAs (miRNAs) derived from small extracellular vesicles (EVs) in the blood have been reported as a promising diagnosis biomarker for various types of cancer. However, blood small EV miRNA signatures and their diagnostic value to differentiate between PDAC and CP remain to be determined. METHODS: In this study, 107 patients with PDAC or CP were recruited, and 90 patients were finally enrolled for a training cohort (n = 48) and test cohort (n = 42). Small RNA sequencing was used to assess the expression of blood small EV miRNAs in these patients. RESULTS: The linear model from the differentially expressed blood small EV miR‐95‐3p divided by miR‐26b‐5p showed an average sensitivity of 84.1% and an average specificity of 96.6% to identify PDAC from CP in the training cohort and the test cohort, respectively. When the model was combined with serum carbohydrate antigen 19‐9 (CA19‐9), the average sensitivity increased to 96.5%, and the average specificity remained at 96.4% of both cohorts, which demonstrated the best performance of all the published biomarkers for distinguishing between PDAC and CP. The causal analysis performed using the Bayesian network demonstrated that miR‐95‐3p was associated with a “consequence” of “cancer” and miR‐26b‐5p as a “cause” of “pancreatitis.” A subgroup analysis revealed that blood small EV miR‐335‐5p/miR‐340‐5p could predict metastases in both cohorts and was associated with an overall survival (p = 0.020). CONCLUSIONS: This study indicated that blood small EV miR‐95‐3p/miR‐26b‐5p and its combination with serum levels of CA19‐9 could separate PDAC from CP, and miR‐335‐5p/miR‐340‐5p was identified to associate with PDAC metastasis and poor prognosis. These results suggested the potentiality of blood small EV miRNAs as differential diagnosis and metastases biomarkers of PDAC. |
format | Online Article Text |
id | pubmed-8431442 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84314422021-09-14 Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis Guo, Shiwei Qin, Hao Liu, Ke Wang, Huan Bai, Sijia Liu, Shiyi Shao, Zhuo Zhang, Yanan Song, Bin Xu, Xiaoya Shen, Jing Zeng, Peng Shi, Xiaohan Chen, Hao Gao, Suizhi Xu, Jiajia Pan, Yaqi Xiong, Lei Li, Fugen Zhang, Dadong Jiao, Xiaodong Jin, Gang Clin Transl Med Research Articles BACKGROUND: The differential diagnosis of pancreatic ductal adenocarcinoma (PDAC) from chronic pancreatitis (CP) is clinically challenging due to a lack of minimally invasive diagnosis methods. MicroRNAs (miRNAs) derived from small extracellular vesicles (EVs) in the blood have been reported as a promising diagnosis biomarker for various types of cancer. However, blood small EV miRNA signatures and their diagnostic value to differentiate between PDAC and CP remain to be determined. METHODS: In this study, 107 patients with PDAC or CP were recruited, and 90 patients were finally enrolled for a training cohort (n = 48) and test cohort (n = 42). Small RNA sequencing was used to assess the expression of blood small EV miRNAs in these patients. RESULTS: The linear model from the differentially expressed blood small EV miR‐95‐3p divided by miR‐26b‐5p showed an average sensitivity of 84.1% and an average specificity of 96.6% to identify PDAC from CP in the training cohort and the test cohort, respectively. When the model was combined with serum carbohydrate antigen 19‐9 (CA19‐9), the average sensitivity increased to 96.5%, and the average specificity remained at 96.4% of both cohorts, which demonstrated the best performance of all the published biomarkers for distinguishing between PDAC and CP. The causal analysis performed using the Bayesian network demonstrated that miR‐95‐3p was associated with a “consequence” of “cancer” and miR‐26b‐5p as a “cause” of “pancreatitis.” A subgroup analysis revealed that blood small EV miR‐335‐5p/miR‐340‐5p could predict metastases in both cohorts and was associated with an overall survival (p = 0.020). CONCLUSIONS: This study indicated that blood small EV miR‐95‐3p/miR‐26b‐5p and its combination with serum levels of CA19‐9 could separate PDAC from CP, and miR‐335‐5p/miR‐340‐5p was identified to associate with PDAC metastasis and poor prognosis. These results suggested the potentiality of blood small EV miRNAs as differential diagnosis and metastases biomarkers of PDAC. John Wiley and Sons Inc. 2021-09-10 /pmc/articles/PMC8431442/ /pubmed/34586739 http://dx.doi.org/10.1002/ctm2.520 Text en © 2021 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Guo, Shiwei Qin, Hao Liu, Ke Wang, Huan Bai, Sijia Liu, Shiyi Shao, Zhuo Zhang, Yanan Song, Bin Xu, Xiaoya Shen, Jing Zeng, Peng Shi, Xiaohan Chen, Hao Gao, Suizhi Xu, Jiajia Pan, Yaqi Xiong, Lei Li, Fugen Zhang, Dadong Jiao, Xiaodong Jin, Gang Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title | Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_full | Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_fullStr | Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_full_unstemmed | Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_short | Blood small extracellular vesicles derived miRNAs to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_sort | blood small extracellular vesicles derived mirnas to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8431442/ https://www.ncbi.nlm.nih.gov/pubmed/34586739 http://dx.doi.org/10.1002/ctm2.520 |
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