Cargando…

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

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zheng, Di, Zhu, Yuming, Zhang, Jiyang, Zhang, Wei, Wang, Huizhen, Chen, Hao, Wu, Chunyan, Ni, Jian, Xu, Xiaoya, Nian, Baoning, Chen, Sheng, Wang, Beibei, Li, Xiaofang, Zhang, Yanan, Zhang, Jiatao, Zhong, Wenzhao, Xiong, Lei, Li, Fugen, Zhang, Dadong, Xu, Jianfang, Jiang, Gening
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976298/
https://www.ncbi.nlm.nih.gov/pubmed/35366907
http://dx.doi.org/10.1186/s12951-022-01366-0
_version_ 1784680536649760768
author Zheng, Di
Zhu, Yuming
Zhang, Jiyang
Zhang, Wei
Wang, Huizhen
Chen, Hao
Wu, Chunyan
Ni, Jian
Xu, Xiaoya
Nian, Baoning
Chen, Sheng
Wang, Beibei
Li, Xiaofang
Zhang, Yanan
Zhang, Jiatao
Zhong, Wenzhao
Xiong, Lei
Li, Fugen
Zhang, Dadong
Xu, Jianfang
Jiang, Gening
author_facet Zheng, Di
Zhu, Yuming
Zhang, Jiyang
Zhang, Wei
Wang, Huizhen
Chen, Hao
Wu, Chunyan
Ni, Jian
Xu, Xiaoya
Nian, Baoning
Chen, Sheng
Wang, Beibei
Li, Xiaofang
Zhang, Yanan
Zhang, Jiatao
Zhong, Wenzhao
Xiong, Lei
Li, Fugen
Zhang, Dadong
Xu, Jianfang
Jiang, Gening
author_sort Zheng, Di
collection PubMed
description 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 < 0.05), and were able to discriminate between benign and malignant PNs (diameter ≤ 1 cm). The expression patterns of sEV miRNAs in the benign, adenocarcinoma in situ/minimally invasive adenocarcinoma, and invasive adenocarcinoma subgroups were found to gradually change with the increase in aggressiveness for the first time. Among all DEMs of the three subgroups, five miRNAs (miR-30c-5p, miR-30e-5p, miR-500a-3p, miR-125a-5p, and miR-99a-5p) were also significantly associated with overall survival of lung adenocarcinoma patients. CONCLUSIONS: Our results indicate that the CirsEV-miR model could help distinguish between benign and malignant PNs, providing insights into the feasibility of circulating sEV miRNAs in diagnostic biomarker development. Trial registration: Chinese Clinical Trials: ChiCTR1800019877. Registered 05 December 2018, https://www.chictr.org.cn/showproj.aspx?proj=31346. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12951-022-01366-0.
format Online
Article
Text
id pubmed-8976298
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-89762982022-04-03 Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules Zheng, Di Zhu, Yuming Zhang, Jiyang Zhang, Wei Wang, Huizhen Chen, Hao Wu, Chunyan Ni, Jian Xu, Xiaoya Nian, Baoning Chen, Sheng Wang, Beibei Li, Xiaofang Zhang, Yanan Zhang, Jiatao Zhong, Wenzhao Xiong, Lei Li, Fugen Zhang, Dadong Xu, Jianfang Jiang, Gening J Nanobiotechnology Research 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 < 0.05), and were able to discriminate between benign and malignant PNs (diameter ≤ 1 cm). The expression patterns of sEV miRNAs in the benign, adenocarcinoma in situ/minimally invasive adenocarcinoma, and invasive adenocarcinoma subgroups were found to gradually change with the increase in aggressiveness for the first time. Among all DEMs of the three subgroups, five miRNAs (miR-30c-5p, miR-30e-5p, miR-500a-3p, miR-125a-5p, and miR-99a-5p) were also significantly associated with overall survival of lung adenocarcinoma patients. CONCLUSIONS: Our results indicate that the CirsEV-miR model could help distinguish between benign and malignant PNs, providing insights into the feasibility of circulating sEV miRNAs in diagnostic biomarker development. Trial registration: Chinese Clinical Trials: ChiCTR1800019877. Registered 05 December 2018, https://www.chictr.org.cn/showproj.aspx?proj=31346. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12951-022-01366-0. BioMed Central 2022-04-02 /pmc/articles/PMC8976298/ /pubmed/35366907 http://dx.doi.org/10.1186/s12951-022-01366-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Zheng, Di
Zhu, Yuming
Zhang, Jiyang
Zhang, Wei
Wang, Huizhen
Chen, Hao
Wu, Chunyan
Ni, Jian
Xu, Xiaoya
Nian, Baoning
Chen, Sheng
Wang, Beibei
Li, Xiaofang
Zhang, Yanan
Zhang, Jiatao
Zhong, Wenzhao
Xiong, Lei
Li, Fugen
Zhang, Dadong
Xu, Jianfang
Jiang, Gening
Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules
title Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules
title_full Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules
title_fullStr Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules
title_full_unstemmed Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules
title_short Identification and evaluation of circulating small extracellular vesicle microRNAs as diagnostic biomarkers for patients with indeterminate pulmonary nodules
title_sort identification and evaluation of circulating small extracellular vesicle micrornas as diagnostic biomarkers for patients with indeterminate pulmonary nodules
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976298/
https://www.ncbi.nlm.nih.gov/pubmed/35366907
http://dx.doi.org/10.1186/s12951-022-01366-0
work_keys_str_mv AT zhengdi identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhuyuming identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhangjiyang identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhangwei identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT wanghuizhen identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT chenhao identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT wuchunyan identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT nijian identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT xuxiaoya identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT nianbaoning identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT chensheng identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT wangbeibei identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT lixiaofang identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhangyanan identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhangjiatao identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhongwenzhao identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT xionglei identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT lifugen identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT zhangdadong identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT xujianfang identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules
AT jianggening identificationandevaluationofcirculatingsmallextracellularvesiclemicrornasasdiagnosticbiomarkersforpatientswithindeterminatepulmonarynodules