Skip to main content
Log in

miR-185-5p May Modulate the Chemosensitivity of LUSC to Cisplatin via Targeting PCDHA11: Multi-omics Analysis and Experimental Validation

  • Original Article
  • Published:
Biochemical Genetics Aims and scope Submit manuscript

Abstract

Drug resistance is the major difficulty in treatment of lung squamous cell carcinoma (LUSC). This study aims to explore drug response-related miRNAs (DRmiRNAs) based on multi-omics research. We identified DRmiRNAs of LUSC with a multi-omics integrated system that combines expression data of microRNA, lncRNA, mRNA, methylation levels, somatic mutations. After identifying DRmiRNAs, we screened and validated of the target mRNAs of DRmiRNAs through Targetscan and the miRDB database. Then, Real-time PCR and Western blot assays were used to estimate the expression of DRmiRNAs and target protein, and the dual-luciferase assays were used to confirm the interaction of DRmiRNAs and target mRNA. Furthermore, CCK-8 (Cell Counting Kit-8) assays were used to evaluate cell proliferation and drug sensitivity. After integrated analysis, hsa-miR-185-5p was identified as DRmiRNA based on multi-omics data. Through Targetscan and miRDB database, the possible target mRNAs were obtained and PCDHA11 was validated as a target mRNA of miR-185-5p by real-time PCR, Western blot assays and dual-luciferase assays. CCK-8 assays and clone formation assays showed that the proliferation of miR-185-5p mimics was significantly slower than that of miR-185-5p inhibitors, which means overexpression of miR-185-5p enhanced the anticancer effects of cisplatin, whereas the downregulation of miR-185-5p reduced the effects. Furthermore, the proliferation of silencing PCDHA11 was significantly slower than that of overexpression of PCDHA11, which means PCDHA11 overexpression weakened the anticancer effects of cisplatin, and silencing PCDHA11 enhanced the effects. This study demonstrated that miR-185-5p was involved in chemoresistance of LUSC cells to cisplatin partly via down-regulating PCDHA11, which may promote understanding the underlying molecular mechanisms of drug response.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data Availability

The publicly available datasets were analyzed in this study. The TCGA expression profile, phenotype, methylation, and mutation data of LUSC were retrieved from the Xena database (https://xenabrowser.net/). The non-coding RNA interaction data were obtained from the RAID 3.0 database (http://www.rna-society.org/raid/). The datasets used and analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Abd-Aziz N, Kamaruzman NI, Poh CL (2020) Development of MicroRNAs as potential therapeutics against cancer. J Oncol 2020:8029721

    Article  PubMed  PubMed Central  Google Scholar 

  • Aerts S, Lambrechts D, Maity S et al (2006) Gene prioritization through genomic data fusion. Nat Biotechnol 24(5):537–544

    Article  CAS  PubMed  Google Scholar 

  • Cai Y, Ruan J, Yao X, Zhao L, Wang B (2017) MicroRNA-187 modulates epithelial-mesenchymal transition by targeting PTRF in non-small cell lung cancer. Oncol Rep 37(5):2787–2794

    Article  CAS  PubMed  Google Scholar 

  • Chaft JE, Rimner A, Weder W, Azzoli CG, Kris MG, Cascone T (2021) Evolution of systemic therapy for stages I–III non-metastatic non-small-cell lung cancer. Nat Rev Clin Oncol 18(9):547–557

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Chen ZY, Liu HY, Jiang N, Yuan JM (2019) LncRNA HOST2 enhances gefitinib-resistance in non-small cell lung cancer by down-regulating miRNA-621. Eur Rev Med Pharmacol Sci 23(22):9939–9946

    PubMed  Google Scholar 

  • Chen KB, Yang W, Xuan Y, Lin AJ (2021) miR-526b-3p inhibits lung cancer cisplatin-resistance and metastasis by inhibiting STAT3-promoted PD-L1. Cell Death Dis 12(8):748

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cheon H, Xing JC, Moosic KB et al (2022) Genomic landscape of TCRαβ and TCRγδ T-large granular lymphocyte leukemia. Blood 139(20):3058–3072

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cui H, Kong H, Peng F et al (2020) Inferences of individual drug response-related long non-coding RNAs based on integrating multi-omics data in breast cancer. Mol Ther Nucleic Acids 20:128–139

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dallosso AR, Øster B, Greenhough A et al (2012) Long-range epigenetic silencing of chromosome 5q31 protocadherins is involved in early and late stages of colorectal tumorigenesis through modulation of oncogenic pathways. Oncogene 31(40):4409–4419

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Değerli E, Torun V, Cansaran-Duman D (2020) miR-185-5p response to usnic acid suppresses proliferation and regulating apoptosis in breast cancer cell by targeting Bcl2. Biol Res 53(1):19

    Article  PubMed  PubMed Central  Google Scholar 

  • Filipska M, Skrzypski M, Czetyrbok K et al (2018) MiR-192 and miR-662 enhance chemoresistance and invasiveness of squamous cell lung carcinoma. Lung Cancer (Amsterdam, Netherlands) 118:111–118

    Article  PubMed  Google Scholar 

  • Geng J, Yang K (2021) circCCND1 regulates oxidative stress and FGF9 to enhance chemoresistance of non-small cell lung cancer via sponging miR-187-3p. DNA Cell Biol 40(5):675–682

    Article  CAS  PubMed  Google Scholar 

  • Guarnieri DJ, Di Leone RJ (2008) MicroRNAs: a new class of gene regulators. Ann Med 40(3):197–208

    Article  CAS  PubMed  Google Scholar 

  • Han MH, Lin C, Meng S, Wang X (2010) Proteomics analysis reveals overlapping functions of clustered protocadherins. Mol Cell Proteomics: MCP 9(1):71–83

    Article  CAS  PubMed  Google Scholar 

  • Holohan C, Van Schaeybroeck S, Longley DB, Johnston PG (2013) Cancer drug resistance: an evolving paradigm. Nat Rev Cancer 13(10):714–726

    Article  CAS  PubMed  Google Scholar 

  • Hong W, Xue M, Jiang J, Zhang Y, Gao X (2020) Circular RNA circ-CPA4/let-7 miRNA/PD-L1 axis regulates cell growth, stemness, drug resistance and immune evasion in non-small cell lung cancer (NSCLC). J Exp Clin Cancer Res: CR 39(1):149

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Jin X, Pang W, Zhang Q, Huang H (2019) MicroRNA-486-5p improves nonsmall-cell lung cancer chemotherapy sensitivity and inhibits epithelial-mesenchymal transition by targeting twinfilin actin binding protein 1. J Int Med Res 47(8):3745–3756

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Katori S, Hamada S, Noguchi Y et al (2009) Protocadherin-alpha family is required for serotonergic projections to appropriately innervate target brain areas. J Neurosci: Off J Soc Neurosci 29(29):9137–9147

    Article  CAS  Google Scholar 

  • Keeler AB, Molumby MJ, Weiner JA (2015) Protocadherins branch out: multiple roles in dendrite development. Cell Adhes Migr 9(3):214–226

    Article  CAS  Google Scholar 

  • Kubina R, Krzykawski K, Kabała-Dzik A, Wojtyczka RD, Chodurek E, Dziedzic A (2022) A potent anticancer flavonol exhibiting cytotoxic activity against neoplastic malignant cells and cancerous conditions: a scoping, comprehensive review. Nutrients 14(13):2604

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lin S, Gregory RI (2015) MicroRNA biogenesis pathways in cancer. Nat Rev Cancer 15(6):321–333

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Liu WJ, Du Y, Wen R, Yang M, Xu J (2020) Drug resistance to targeted therapeutic strategies in non-small cell lung cancer. Pharmacol Ther 206:107438

    Article  CAS  PubMed  Google Scholar 

  • MacDonagh L, Gallagher MF, Ffrench B et al (2021) MicroRNA expression profiling and biomarker validation in treatment-naïve and drug resistant non-small cell lung cancer. Transl Lung Cancer Res 10(4):1773–1791

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pei K, Zhu JJ, Wang CE, Xie QL, Guo JY (2016) MicroRNA-185-5p modulates chemosensitivity of human non-small cell lung cancer to cisplatin via targeting ABCC1. Eur Rev Med Pharmacol Sci 20(22):4697–4704

    CAS  PubMed  Google Scholar 

  • Pepek JM, Chino JP, Marks LB et al (2011) How well does the new lung cancer staging system predict for local/regional recurrence after surgery?: A comparison of the TNM 6 and 7 systems. J Thoracic Oncol: Off Public Int Assoc Study Lung Cancer 6(4):757–761

    Article  Google Scholar 

  • Peters S, Weder W, Dafni U et al (2014) Lungscape: resected non-small-cell lung cancer outcome by clinical and pathological parameters. J Thoracic Oncol: Off Public Int Assoc Study Lung Cancer 9(11):1675–1684

    Article  CAS  Google Scholar 

  • Pignon JP, Tribodet H, Scagliotti GV et al (2008) Lung adjuvant cisplatin evaluation: a pooled analysis by the LACE Collaborative Group. J Clin Oncol: Off J Am Soc Clin Oncol 26(21):3552–3559

    Article  Google Scholar 

  • Siegel RL, Miller KD, Fuchs HE, Jemal A (2022) Cancer statistics, 2022. CA: Cancer J Clin 72(1):7–33

    PubMed  Google Scholar 

  • Socinski MA, Obasaju C, Gandara D et al (2018) Current and emergent therapy options for advanced squamous cell lung cancer. J Thoracic Oncol: Off Public Int Assoc Study Lung Cancer 13(2):165–183

    Article  CAS  Google Scholar 

  • Taheri M, Shoorei H, Tondro Anamag F, Ghafouri-Fard S, Dinger ME (2021) LncRNAs and miRNAs participate in determination of sensitivity of cancer cells to cisplatin. Exp Mol Pathol 123:104602

    Article  CAS  PubMed  Google Scholar 

  • Tan W, Liao Y, Qiu Y et al (2018) miRNA 146a promotes chemotherapy resistance in lung cancer cells by targeting DNA damage inducible transcript 3 (CHOP). Cancer Lett 428:55–68

    Article  CAS  PubMed  Google Scholar 

  • Wang D, Zhang S, Zhao M, Chen F (2020) LncRNA MALAT1 accelerates non-small cell lung cancer progression via regulating miR-185-5p/MDM4 axis. Cancer Med 9(23):9138–9149

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wang H, Huang H, Wang L et al (2021) Cancer-associated fibroblasts secreted miR-103a-3p suppresses apoptosis and promotes cisplatin resistance in non-small cell lung cancer. Aging 13(10):14456–14468

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wen H, Liu Z, Tang J, Bu L (2021) MiR-185-5p targets RAB35 gene to regulate tumor cell-derived exosomes-mediated proliferation, migration and invasion of non-small cell lung cancer cells. Aging 13(17):21435–21450

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yu J, Cheng YY, Tao Q et al (2009) Methylation of protocadherin 10, a novel tumor suppressor, is associated with poor prognosis in patients with gastric cancer. Gastroenterology 136(2):640-651.e641

    Article  CAS  PubMed  Google Scholar 

  • Zhen Q, Zhang Y, Gao L et al (2021) MiR-519d-3p enhances the sensitivity of non-small-cell lung cancer to tyrosine kinase inhibitors. Mamm Genome: Off J Int Mamm Genome Soc 32(6):508–516

    Article  CAS  Google Scholar 

  • Zhuang ST, Cai YJ, Liu HP, Qin Y, Wen JF (2020) LncRNA NEAT1/miR-185-5p/IGF2 axis regulates the invasion and migration of colon cancer. Mol Genet Genomic Med 8(4):e1125

    Article  PubMed  PubMed Central  Google Scholar 

  • Zou C, Huang W, Ying G, Wu Q (2007) Sequence analysis and expression mapping of the rat clustered protocadherin gene repertoires. Neuroscience 144(2):579–603

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

No.

Funding

The authors have not disclosed any funding.

Author information

Authors and Affiliations

Authors

Contributions

YL: Conceptualization (lead); data curation (lead); formal analysis (lead); investigation (lead); methodology (lead); resources (lead); software (lead); supervision (lead); validation (lead); visualization (equal); writing—original draft (lead); writing—review and editing (lead). ML: Conceptualization (lead); data curation (lead); methodology (lead); resources (lead); validation (lead); visualization (equal); writing—original draft (lead); writing—review and editing (lead). TY: Conceptualization (lead); data curation (lead); formal analysis (lead); investigation (lead); methodology (lead); writing—review and editing (lead). XM: Conceptualization (supporting); data curation (equal); project administration (equal); resources (supporting); software (supporting). BZ: Investigation (equal); methodology (equal); resources (supporting); validation (supporting). YG: Conceptualization (equal); data curation (equal); formal analysis (equal); funding acquisition (lead); investigation (equal); methodology (equal); project administration (equal); resources (equal); supervision (lead); validation (equal); visualization (equal); writing—review and editing (equal). YL and ML saw and verified all the raw data.

Corresponding author

Correspondence to Yushun Gao.

Ethics declarations

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Ethical Approval

No.

Consent for Publication

Not available.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liang, Y., Liang, M., Yan, T. et al. miR-185-5p May Modulate the Chemosensitivity of LUSC to Cisplatin via Targeting PCDHA11: Multi-omics Analysis and Experimental Validation. Biochem Genet (2024). https://doi.org/10.1007/s10528-024-10795-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10528-024-10795-5

Keywords

Navigation