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Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules

Authors :
Di Zheng
Yuming Zhu
Jiyang Zhang
Wei Zhang
Huizhen Wang
Hao Chen
Chunyan Wu
Jian Ni
Xiaoya Xu
Baoning Nian
Sheng Chen
Beibei Wang
Xiaofang Li
Yanan Zhang
Jiatao Zhang
Wenzhao Zhong
Lei Xiong
Fugen Li
Dadong Zhang
Jianfang Xu
Gening Jiang
Source :
Journal of Nanobiotechnology, Vol 20, Iss 1, Pp 1-17 (2022)
Publication Year :
2022
Publisher :
BMC, 2022.

Abstract

Abstract Background The identification of indeterminate pulmonary nodules (IPNs) following a low-dose computed tomography (LDCT) is a major challenge for early diagnosis of lung cancer. The inadequate assessment of IPNs’ malignancy risk results in a large number of unnecessary surgeries or an increased risk of cancer metastases. However, limited studies on non-invasive diagnosis of IPNs have been reported. Methods In this study, we identified and evaluated the diagnostic value of circulating small extracellular vesicle (sEV) microRNAs (miRNAs) in patients with IPNs that had been newly detected using LDCT scanning and were scheduled for surgery. Out of 459 recruited patients, 109 eligible patients with IPNs were enrolled in the training cohort (n = 47) and the test cohort (n = 62). An external cohort (n = 99) was used for validation. MiRNAs were extracted from plasma sEVs, and assessed using Small RNA sequencing. 490 lung adenocarcinoma samples and follow-up data were used to investigate the role of miRNAs in overall survival. Results A circulating sEV miRNA (CirsEV-miR) model was constructed from five differentially expressed miRNAs (DEMs), showing 0.920 AUC in the training cohort (n = 47), and further identified in the test cohort (n = 62) and in an external validation cohort (n = 99). Among five DEMs of the CirsEV-miR model, miR-101-3p and miR-150-5p were significantly associated with better overall survival (p = 0.0001 and p = 0.0069). The CirsEV-miR scores were calculated, which significantly correlated with IPNs diameters (p

Details

Language :
English
ISSN :
14773155
Volume :
20
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Journal of Nanobiotechnology
Publication Type :
Academic Journal
Accession number :
edsdoj.723e9472807c483e9bc8b5a1b42fec66
Document Type :
article
Full Text :
https://doi.org/10.1186/s12951-022-01366-0