Plasma small extracellular vesicle microRNAs as non-invasive biomarkers for the diagnosis of pancreatic ductal adenocarcinoma.
Abstract
4227 Background: Current non-invasive approaches for the diagnosis of pancreatic ductal adenocarcinoma (PDAC) exhibit inherent limitations in accuracy. Consequently, there exists an urgent and unmet need for novel non-invasive biomarkers exhibiting high sensitivity and specificity to enable PDAC diagnosis. Methods: We employed small RNA sequencing to detect microRNA (miRNA) expression in small extracellular vesicles (sEVs) isolated from plasma samples of study participants (n = 208). A diagnostic model was developed (n = 140) and validated (n = 68) to discriminate between patients with PDAC and non-malignant controls (healthy individuals, chronic pancreatitis, intraductal papillary mucinous neoplasms, serous cystadenomas, solid pseudopapillary tumors, pancreatic cysts, and pancreatic abscesses). Results: The small RNA sequencing analysis of plasma sEV miRNA identified 32 differentially expressed sEV miRNAs between non-malignant controls and PDAC patients. The diagnostic model with the best performance was constructed using 17 sEV miRNAs. The diagnostic model achieved an area under curve (AUC) of 0.939, a sensitivity of 93%, and a specificity of 90% in the training cohort and an AUC of 0.951, a sensitivity of 95%, and a specificity of 83% in the test cohort. We identified the distinct characteristics of plasma sEV miRNAs among non-malignant controls compared to PDAC patients. Moreover, nine negative miRNAs and one positive miRNA were found significantly associated with the death risk of PDAC (all p < 0.05). Conclusions: Our findings demonstrates that plasma sEV miRNA exhibits a highly discriminative biomarker for distinguishing non-malignant group from malignant group, making it a promising tool for the diagnosis of PDAC.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (12)
Yue Zhang
Yang Yang
Xiaoya Xu
Institute of Radiation Medicine, Shanghai Medical College, Fudan University
Dongyu Liu
Huan Su
The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
Weibo Chen
The Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China
Guangchen Zu
The Third Affiliated Hospital of Soochow University, Changzhou, China
Xinrui Zhu
Yan Feng
Dadong Zhang
Xuemin Chen
Key Laboratory of Synthetic and Biological Colloids, Ministry of Education, School of Chemical and Material Engineering
Jingting Jiang