» Articles » PMID: 33805513

A High-Accuracy Model Based on Plasma MiRNAs Diagnoses Intrahepatic Cholangiocarcinoma: A Single Center with 1001 Samples

Overview
Specialty Radiology
Date 2021 Apr 3
PMID 33805513
Citations 4
Authors
Affiliations
Soon will be listed here.
Abstract

Objectives: Intrahepatic cholangiocarcinoma (iCCA) is a highly malignant cancer. More than 70% of patients are diagnosed at an advanced stage. The aim of this study was to evaluate the diagnostic value of plasma miR-21, miR-122, and CA19-9, hoping to establish a novel model to improve the accuracy for diagnosing iCCA.

Materials And Methods: Plasma miR-21 and miR-122 were detected in 359 iCCA patients and 642 controls (healthy, benign liver lesions, other malignant liver tumors). All 1001 samples were allocated to training cohort ( = 668) and validation cohort ( = 333) in a chronological order. A logistic regression model was applied to combine these markers. Area under the receiver operating characteristic curve (AUC) was used as an accuracy index to evaluate the diagnostic performance.

Results: Plasma miR-21 and miR-122 were significantly higher in iCCA patients than those in controls. Higher plasma miR-21 level was significantly correlated with larger tumor size ( = 0.030). A three-marker model was constructed by using miR-21, miR-122 and CA19-9, which showed an AUC of 0.853 (95% CI: 0.824-0.879; sensitivity: 73.0%, specificity: 87.4%) to differentiate iCCA from controls. These results were subsequently confirmed in the validation cohort with an AUC of 0.866 (0.825-0.901). The results were similar for diagnosing early (stages 0-I) iCCA patients (AUC: 0.848) and CA19-9 iCCA patients (AUC: 0.795).

Conclusions: We established a novel three-marker model with a high accuracy based on a large number of participants to differentiate iCCA from controls. This model showed a great clinical value especially for the diagnosis of early iCCA and CA19-9 iCCA.

Citing Articles

Differential circulating miRNA profiles identified miR-423-5p, miR-93-5p, and miR-4532 as potential biomarkers for cholangiocarcinoma diagnosis.

Supradit K, Prasopdee S, Phanaksri T, Tangphatsornruang S, Pholhelm M, Yusuk S PeerJ. 2024; 12:e18367.

PMID: 39677943 PMC: 11639864. DOI: 10.7717/peerj.18367.


Development and validation of circulating protein signatures as diagnostic biomarkers for biliary tract cancer.

Christensen T, Maag E, Larsen O, Feltoft C, Nielsen K, Jensen L JHEP Rep. 2023; 5(3):100648.

PMID: 36699667 PMC: 9867981. DOI: 10.1016/j.jhepr.2022.100648.


The Role of microRNAs in Cholangiocarcinoma.

Shi T, Morishita A, Kobara H, Masaki T Int J Mol Sci. 2021; 22(14).

PMID: 34299246 PMC: 8306241. DOI: 10.3390/ijms22147627.


Current Advances in Basic and Translational Research of Cholangiocarcinoma.

Sato K, Baiocchi L, Kennedy L, Zhang W, Ekser B, Glaser S Cancers (Basel). 2021; 13(13).

PMID: 34282753 PMC: 8269372. DOI: 10.3390/cancers13133307.

References
1.
Wang S, Yin J, Li T, Yuan L, Wang D, He J . Upregulated circulating miR-150 is associated with the risk of intrahepatic cholangiocarcinoma. Oncol Rep. 2014; 33(2):819-25. DOI: 10.3892/or.2014.3641. View

2.
Liu N, Jiang F, He T, Zhang J, Zhao J, Wang C . The Roles of MicroRNA-122 Overexpression in Inhibiting Proliferation and Invasion and Stimulating Apoptosis of Human Cholangiocarcinoma Cells. Sci Rep. 2015; 5:16566. PMC: 4685305. DOI: 10.1038/srep16566. View

3.
Xu Z, Liu G, Zhang M, Zhang Z, Jia Y, Peng L . miR-122-5p Inhibits the Proliferation, Invasion and Growth of Bile Duct Carcinoma Cells by Targeting ALDOA. Cell Physiol Biochem. 2018; 48(6):2596-2606. DOI: 10.1159/000492702. View

4.
Yu J, Shi L, Shen X, Zhao Y . UCP2 regulates cholangiocarcinoma cell plasticity via mitochondria-to-AMPK signals. Biochem Pharmacol. 2019; 166:174-184. PMC: 6631322. DOI: 10.1016/j.bcp.2019.05.017. View

5.
Correa-Gallego C, Maddalo D, Doussot A, Kemeny N, Kingham T, Allen P . Circulating Plasma Levels of MicroRNA-21 and MicroRNA-221 Are Potential Diagnostic Markers for Primary Intrahepatic Cholangiocarcinoma. PLoS One. 2016; 11(9):e0163699. PMC: 5042503. DOI: 10.1371/journal.pone.0163699. View