Skip to content
Licensed Unlicensed Requires Authentication Published by De Gruyter April 8, 2020

Tumor-associated exosomal miRNA biomarkers to differentiate metastatic vs. nonmetastatic non-small cell lung cancer

  • Ning Wang , Wei Guo , Xingguo Song , Lisheng Liu , Limin Niu , Xianrang Song and Li Xie EMAIL logo

Abstract

Background

Exosomal microRNAs (miRNAs) are proposed to be excellent candidate biomarkers for clinical applications. However, little is known about their potential value as diagnostic biomarkers for metastatic non-small cell lung cancer (NSCLC).

Methods

In this study, microarrays were used to determine distinct miRNA profiles of plasma exosomes in a discovery cohort of healthy donors, metastatic NSCLC and nonmetastatic NSCLC patients. Three potential candidate miRNAs were selected based on the differential expression profiles. The discovery set data were validated by quantitative real-time polymerase chain reaction using a validation cohort.

Results

NSCLC patients (n = 80) and healthy controls (n = 30) had different exosome-related miRNA profiles in plasma. Results demonstrated that the level of let-7f-5p was decreased in plasma exosomes of NSCLC patients (p < 0.0001). Further analysis of three differentially expressed miRNAs revealed that miR-320a, miR-622 and let-7f-5p levels could significantly segregate patients with metastatic NSCLC from patients with nonmetastatic NSCLC (p < 0.0001, p < 0.0001 and p = 0.023, respectively). In addition, the combination of let-7f-5p, CEA and Cyfra21-1 generated an area under the curve (AUC) of 0.981 for the diagnosis of NSCLC patients, and the combination of miR-320a, miR-622, CEA and Cyfra21-1 had an AUC of 0.900 for the diagnosis of patients with metastatic NSCLC.

Conclusions

This novel study demonstrated that plasma exosomal miRNAs are promising noninvasive diagnostic biomarkers for metastatic NSCLC.


Corresponding author: Dr. Li Xie, Department of Clinical Laboratory, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, 440 Ji-Yan Road, Jinan, 250117 Shandong Province, P.R. China; and Shandong Cancer Hospital and Institute, Shandong Academy of Medical Sciences, Jinan, Shandong Province, P.R. China, Phone: +86 + 15563360367

Acknowledgments

We thank all authors for contributing to the intellectual content of this paper and meeting the following requirements that significant contributions to the conception and design, acquisition of data or analysis and interpretation of data and drafting or revising the article for intellectual content.

  1. Author contributions: All authors confirmed they have contributed to the intellectual content of this paper and have met the following requirements that significant contributions to the conception and design, acquisition of data or analysis and interpretation of data and drafting or revising the article for intellectual content. All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.

  2. Research funding: This work was supported by the National Natural Science Foundation of P.R. China (funder id: http://dx.doi.org/10.13039/501100001809, 81773237 and 81672104), the Shandong Provincial Key Research and Development Program (2017GSF18183, 2017CXGC1207 and 2016GSF201151) and the Medicine and Health Science Technology development program of Shandong province (2017WS001).

  3. Employment or leadership: None declared.

  4. Honorarium: None declared.

  5. Competing interests: The funding organization(s) played no role in the study design; in the collection, analysis and interpretation of data; in the writing of the report; or in the decision to submit the report for publication.

References

1. Taverna S, Giallombardo M, Gil-Bazo I, Carreca AP, Castiglia M, Chacartegui J, et al. Exosomes isolation and characterization in serum is feasible in non-small cell lung cancer patients: critical analysis of evidence and potential role in clinical practice. Oncotarget 2016;7:28748–60.10.18632/oncotarget.7638Search in Google Scholar PubMed PubMed Central

2. Liu Q, Yu Z, Yuan S, Xie W, Li C, Hu Z, et al. Circulating exosomal microRNAs as prognostic biomarkers for non-small-cell lung cancer. Oncotarget 2017;8:13048–58.10.18632/oncotarget.14369Search in Google Scholar PubMed PubMed Central

3. Gray RT, Coleman HG, Hughes C, Murray LJ, Cardwell CR. Statin use and survival in colorectal cancer: results from a population-based cohort study and an updated systematic review and meta-analysis. Cancer Epidemiol 2016;45:71–81.10.1016/j.canep.2016.10.004Search in Google Scholar PubMed

4. Sikdar KC, Dickinson J, Winget M. Factors associated with mode of colorectal cancer detection and time to diagnosis: a population level study. BMC Health Serv Res 2017;17:7.10.1186/s12913-016-1944-ySearch in Google Scholar PubMed PubMed Central

5. Kosaka N, Iguchi H, Yoshioka Y, Takeshita F, Matsuki Y, Ochiya T. Secretory mechanisms and intercellular transfer of microRNAs in living cells. J Biol Chem 2010;285:17442–52.10.1074/jbc.M110.107821Search in Google Scholar PubMed PubMed Central

6. Rana S, Malinowska K, Zoller M. Exosomal tumor microRNA modulates premetastatic organ cells. Neoplasia 2013;15:281–95.10.1593/neo.122010Search in Google Scholar PubMed PubMed Central

7. Khalyfa A, Almendros I, Gileles-Hillel A, Akbarpour M, Trzepizur W, Mokhlesi B, et al. Circulating exosomes potentiate tumor malignant properties in a mouse model of chronic sleep fragmentation. Oncotarget 2016;7:54676–90.10.18632/oncotarget.10578Search in Google Scholar PubMed PubMed Central

8. Tkach M, Thery C. Communication by extracellular vesicles: where we are and where we need to go. Cell 2016;164:1226–32.10.1016/j.cell.2016.01.043Search in Google Scholar PubMed

9. Selmaj I, Cichalewska M, Namiecinska M, Galazka G, Horzelski W, Selmaj KW, et al. Global exosome transcriptome profiling reveals biomarkers for multiple sclerosis. Ann Neurol 2017;81:703–17.10.1002/ana.24931Search in Google Scholar PubMed

10. Sun Y, Liu S, Qiao Z, Shang Z, Xia Z, Niu X, et al. Systematic comparison of exosomal proteomes from human saliva and serum for the detection of lung cancer. Anal Chim Acta 2017;982:84–95.10.1016/j.aca.2017.06.005Search in Google Scholar PubMed

11. Vickers KC, Remaley AT. Lipid-based carriers of microRNAs and intercellular communication. Curr Opin Lipidol 2012;23:91–7.10.1097/MOL.0b013e328350a425Search in Google Scholar PubMed PubMed Central

12. Yang R, Fu Y, Zeng Y, Xiang M, Yin Y, Li L, et al. Serum miR-20a is a promising biomarker for gastric cancer. Biomed Rep 2017;6:429–34.10.3892/br.2017.862Search in Google Scholar PubMed PubMed Central

13. Cho WC. OncomiRs: the discovery and progress of microRNAs in cancers. Mol Cancer 2007;6:60.10.1186/1476-4598-6-60Search in Google Scholar PubMed PubMed Central

14. Bartels CL, Tsongalis GJ. MicroRNAs: novel biomarkers for human cancer. Clin Chem 2009;55:623–31.10.1373/clinchem.2008.112805Search in Google Scholar PubMed

15. Silva J, Garcia V, Zaballos A, Provencio M, Lombardia L, Almonacid L, et al. Vesicle-related microRNAs in plasma of nonsmall cell lung cancer patients and correlation with survival. Eur Respir J 2011;37:617–23.10.1183/09031936.00029610Search in Google Scholar PubMed

16. Jansson MD, Lund AH. MicroRNA and cancer. Mol Oncol 2012;6:590–610.10.1016/j.molonc.2012.09.006Search in Google Scholar PubMed PubMed Central

17. Greither T, Grochola LF, Udelnow A, Lautenschlager C, Wurl P, Taubert H. Elevated expression of microRNAs 155, 203, 210 and 222 in pancreatic tumors is associated with poorer survival. Int J Cancer 2010;126:73–80.10.1002/ijc.24687Search in Google Scholar PubMed

18. Lee KH, Lotterman C, Karikari C, Omura N, Feldmann G, Habbe N, et al. Epigenetic silencing of MicroRNA miR-107 regulates cyclin-dependent kinase 6 expression in pancreatic cancer. Pancreatology 2009;9:293–301.10.1159/000186051Search in Google Scholar PubMed PubMed Central

19. Gailhouste L, Gomez-Santos L, Hagiwara K, Hatada I, Kitagawa N, Kawaharada K, et al. miR-148a plays a pivotal role in the liver by promoting the hepatospecific phenotype and suppressing the invasiveness of transformed cells. Hepatology 2013;58:1153–65.10.1002/hep.26422Search in Google Scholar PubMed

20. Wang N, Zhu M, Tsao SW, Man K, Zhang Z, Feng Y. MiR-23a-mediated inhibition of topoisomerase 1 expression potentiates cell response to etoposide in human hepatocellular carcinoma. Mol Cancer 2013;12:119.10.1186/1476-4598-12-119Search in Google Scholar PubMed PubMed Central

21. Duan FT, Qian F, Fang K, Lin KY, Wang WT, Chen YQ. miR-133b, a muscle-specific microRNA, is a novel prognostic marker that participates in the progression of human colorectal cancer via regulation of CXCR4 expression. Mol Cancer 2013;12:164.10.1186/1476-4598-12-164Search in Google Scholar PubMed PubMed Central

22. Li J, Tan Q, Yan M, Liu L, Lin H, Zhao F, et al. miRNA-200c inhibits invasion and metastasis of human non-small cell lung cancer by directly targeting ubiquitin specific peptidase 25. Mol Cancer 2014;13:166.10.1186/1476-4598-13-166Search in Google Scholar PubMed PubMed Central

23. Vlassov AV, Magdaleno S, Setterquist R, Conrad R. Exosomes: current knowledge of their composition, biological functions, and diagnostic and therapeutic potentials. Biochim Biophys Acta 2012;1820:940–8.10.1016/j.bbagen.2012.03.017Search in Google Scholar PubMed

24. Jin X, Chen Y, Chen H, Fei S, Chen D, Cai X, et al. Evaluation of tumor-derived exosomal miRNA as potential diagnostic biomarkers for early-stage non-small cell lung cancer using next-generation sequencing. Clin Cancer Res 2017;23:5311–9.10.1158/1078-0432.CCR-17-0577Search in Google Scholar PubMed

25. Hsieh IS, Chang KC, Tsai YT, Ke JY, Lu PJ, Lee KH, et al. MicroRNA-320 suppresses the stem cell-like characteristics of prostate cancer cells by downregulating the Wnt/beta-catenin signaling pathway. Carcinogenesis 2013;34:530–8.10.1093/carcin/bgs371Search in Google Scholar PubMed

26. Zhang T, Zou P, Wang T, Xiang J, Cheng J, Chen D, et al. Down-regulation of miR-320 associated with cancer progression and cell apoptosis via targeting Mcl-1 in cervical cancer. Tumour Biol 2016;37:8931–40.10.1007/s13277-015-4771-6Search in Google Scholar PubMed

27. Zhang Z, Li X, Sun W, Yue S, Yang J, Li J, et al. Loss of exosomal miR-320a from cancer-associated fibroblasts contributes to HCC proliferation and metastasis. Cancer Lett 2017;397:33–42.10.1016/j.canlet.2017.03.004Search in Google Scholar PubMed

28. Tadano T, Kakuta Y, Hamada S, Shimodaira Y, Kuroha M, Kawakami Y, et al. MicroRNA-320 family is downregulated in colorectal adenoma and affects tumor proliferation by targeting CDK6. World J Gastrointest Oncol 2016;8:532–42.10.4251/wjgo.v8.i7.532Search in Google Scholar PubMed PubMed Central

29. Roush S, Slack FJ. The let-7 family of microRNAs. Trends Cell Biol 2008;18:505–16.10.1016/j.tcb.2008.07.007Search in Google Scholar PubMed

30. Takamizawa J, Konishi H, Yanagisawa K, Tomida S, Osada H, Endoh H, et al. Reduced expression of the let-7 microRNAs in human lung cancers in association with shortened postoperative survival. Cancer Res 2004;64:3753–6.10.1158/0008-5472.CAN-04-0637Search in Google Scholar PubMed

31. Wang Y, Sun J, Wei X, Luan L, Zeng X, Wang C, et al. Decrease of miR-622 expression suppresses migration and invasion by targeting regulation of DYRK2 in colorectal cancer cells. Onco Targets Ther 2017;10:1091–100.10.2147/OTT.S125724Search in Google Scholar PubMed PubMed Central

32. Guo XB, Jing CQ, Li LP, Zhang L, Shi YL, Wang JS, et al. Down-regulation of miR-622 in gastric cancer promotes cellular invasion and tumor metastasis by targeting ING1 gene. World J Gastroenterol 2011;17:1895–902.10.3748/wjg.v17.i14.1895Search in Google Scholar PubMed PubMed Central


Supplementary Material

The online version of this article offers supplementary material (https://doi.org/10.1515/cclm-2019-1329).


Received: 2019-12-29
Accepted: 2020-02-24
Published Online: 2020-04-08
Published in Print: 2020-08-27

©2020 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 20.4.2024 from https://www.degruyter.com/document/doi/10.1515/cclm-2019-1329/html
Scroll to top button