Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
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
_version_ 1783750937663242240
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
work_keys_str_mv AT guoshiwei bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT qinhao bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT liuke bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT wanghuan bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT baisijia bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT liushiyi bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT shaozhuo bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT zhangyanan bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT songbin bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT xuxiaoya bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT shenjing bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT zengpeng bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT shixiaohan bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT chenhao bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT gaosuizhi bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT xujiajia bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT panyaqi bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT xionglei bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT lifugen bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT zhangdadong bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT jiaoxiaodong bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis
AT jingang bloodsmallextracellularvesiclesderivedmirnastodifferentiatepancreaticductaladenocarcinomafromchronicpancreatitis