Exosomal MicroRNA Levels Associated with Immune Checkpoint Inhibitor Therapy in Clear Cell Renal Cell Carcinoma

Immunotherapy with immune checkpoint inhibitors (ICIs) has shown high efficiency in clear cell renal cell carcinoma (ccRCC) treatment. However, the response to therapy among patients varies greatly. Modern studies demonstrate the high potential of exosomal miRNAs as diagnostic and prognostic markers in oncopathology. This study aimed to evaluate exosomal miRNA expression profiles of miRNAs-144, -146a, -149, -126, and -155 in patients with clear cell renal cell carcinoma treated with immune checkpoint inhibitors. The study included 35 patients whose venous blood samples were taken before and after ICI therapy. Expression analysis was performed using real-time quantitative PCR. It was demonstrated that the level of microRNA-146a increased after therapy (median(IQR) 12.92(4.06–18.90)) compared with the level before it (median(IQR) 7.15(1.90–10.50); p-value = 0.006). On the contrary, microRNA-126 was reduced after therapy with immune checkpoint inhibitors (median(IQR) 0.85(0.55–1.03) vs. 0.48(0.15–0.68) before and after therapy, respectively; p-value = 0.0001). In addition, miRNA-146a expression was shown to be reduced in patients with a higher grade of immune-related adverse events (p-value = 0.020). The AUC value for the miRNA-146a and miRNA-126 combination was 0.752 (95% CI 0.585–0.918), with the sensitivity at 64.3% and the specificity at 78.9%. Thus, while it can be assumed that miRNA-146a and miRNA-126 can be used as predictors for ICI therapy effectiveness, additional in-depth studies are required.

[1]  M. Aieta,et al.  Potential Role of Tumor-Derived Exosomes in Non-Small-Cell Lung Cancer in the Era of Immunotherapy , 2022, Life.

[2]  I. Gilyazova,et al.  Exosomal miRNA-146a is downregulated in clear cell renal cell carcinoma patients with severe immune-related adverse events , 2022, Non-coding RNA research.

[3]  B. Vincenzi,et al.  Large-Scale Profiling of Extracellular Vesicles Identified miR-625-5p as a Novel Biomarker of Immunotherapy Response in Advanced Non-Small-Cell Lung Cancer Patients , 2022, Cancers.

[4]  C. D’Souza-Schorey,et al.  Tumor-Derived Extracellular Vesicles: A Means of Co-opting Macrophage Polarization in the Tumor Microenvironment , 2021, Frontiers in Cell and Developmental Biology.

[5]  L. Pirpamer,et al.  Plasma levels of hsa‐miR‐3158‐3p microRNA on admission correlate with MRI findings and predict outcome in cerebral malaria , 2021, Clinical and translational medicine.

[6]  P. Tassone,et al.  miRNAs and lncRNAs as Novel Therapeutic Targets to Improve Cancer Immunotherapy , 2021, Cancers.

[7]  M. Mino‐Kenudson,et al.  Predictive biomarkers for response to immune checkpoint inhibitors in lung cancer: PD-L1 and beyond , 2021, Virchows Archiv.

[8]  OUP accepted manuscript , 2021, Nucleic Acids Research.

[9]  Betty Y. S. Kim,et al.  Extracellular Vesicles: An Emerging Nanoplatform for Cancer Therapy , 2021, Frontiers in Oncology.

[10]  A. Russo,et al.  A “Lymphocyte MicroRNA Signature” as Predictive Biomarker of Immunotherapy Response and Plasma PD-1/PD-L1 Expression Levels in Patients with Metastatic Renal Cell Carcinoma: Pointing towards Epigenetic Reprogramming , 2020, Cancers.

[11]  M. Boerries,et al.  MicroRNA-146a regulates immune-related adverse events caused by immune checkpoint inhibitors. , 2020, JCI insight.

[12]  Versione,et al.  Common Terminology Criteria for Adverse Events , 2020, Definitions.

[13]  Yi-long Wu,et al.  Correlation of plasma exosomal microRNAs with the efficacy of immunotherapy in EGFR/ALK wild-type advanced non-small cell lung cancer , 2020, Journal for ImmunoTherapy of Cancer.

[14]  Runan Yao,et al.  ShinyGO: a graphical gene-set enrichment tool for animals and plants , 2019, Bioinform..

[15]  P. Spiess,et al.  Prognostic value of PD-L1 expression for surgically treated localized renal cell carcinoma: implications for risk stratification and adjuvant therapies , 2019, Therapeutic advances in urology.

[16]  M. Fiorentino,et al.  The potential role of miR-126, miR-21 and miR-10b as prognostic biomarkers in renal cell carcinoma , 2019, Oncology letters.

[17]  A. Poprach,et al.  [Immunotherapy of Renal Cell Carcinoma]. , 2017, Klinicka onkologie.

[18]  L. Mariani,et al.  Tumor-derived microRNAs induce myeloid suppressor cells and predict immunotherapy resistance in melanoma , 2018, The Journal of clinical investigation.

[19]  C. Garnis,et al.  The Role of Extracellular Vesicles in Cancer: Cargo, Function, and Therapeutic Implications , 2018, Cells.

[20]  S. Gangemi,et al.  Involvement of miR-126 in autoimmune disorders , 2018, Clinical and Molecular Allergy.

[21]  E. Kure,et al.  Circulating microRNAs associated with prolonged overall survival in lung cancer patients treated with nivolumab , 2018, Acta oncologica.

[22]  J. Emile,et al.  Predictive role of plasmatic biomarkers in advanced non-small cell lung cancer treated by nivolumab , 2018, Oncoimmunology.

[23]  V. Koshkin,et al.  Emerging Role of Immunotherapy in Advanced Urothelial Carcinoma , 2018, Current Oncology Reports.

[24]  F. Janku,et al.  Phase I Dose-Escalation Study of Anti–CTLA-4 Antibody Ipilimumab and Lenalidomide in Patients with Advanced Cancers , 2017, Molecular Cancer Therapeutics.

[25]  Robert J. Jones,et al.  Immune checkpoint inhibitors in renal cell carcinoma , 2017, Clinical science.

[26]  E. Lang,et al.  The Most Recent Oncologic Emergency: What Emergency Physicians Need to Know About the Potential Complications of Immune Checkpoint Inhibitors , 2017, Cureus.

[27]  M. Thangaraju,et al.  Monocytic and granulocytic myeloid derived suppressor cells differentially regulate spatiotemporal tumour plasticity during metastatic cascade , 2017, Nature Communications.

[28]  Charles Swanton,et al.  Renal cell carcinoma , 2017, Nature Reviews Disease Primers.

[29]  Ключагина Юлия Ивановна,et al.  Роль рецептора PD1 и его лигандов PDL1 и pdl2 в иммунотерапии опухолей , 2017 .

[30]  Alexander C. J. Roth,et al.  Year : 2013 STRING v 9 . 1 : protein-protein interaction networks , with increased coverage and integration , 2017 .

[31]  J. Utikal,et al.  The Role of Myeloid-Derived Suppressor Cells (MDSC) in Cancer Progression , 2016, Vaccines.

[32]  J. Mataraza,et al.  Recent advances in immuno‐oncology and its application to urological cancers , 2016, BJU international.

[33]  J. Taube,et al.  Mechanism-driven biomarkers to guide immune checkpoint blockade in cancer therapy , 2016, Nature Reviews Cancer.

[34]  G. Yousef,et al.  Low expression of miR-126 is a prognostic marker for metastatic clear cell renal cell carcinoma. , 2015, The American journal of pathology.

[35]  Razelle Kurzrock,et al.  PD-L1 Expression as a Predictive Biomarker in Cancer Immunotherapy , 2015, Molecular Cancer Therapeutics.

[36]  S. Booth,et al.  MicroRNA-146a: A Dominant, Negative Regulator of the Innate Immune Response , 2014, Front. Immunol..

[37]  T. Chu,et al.  Repression of miR-126 and upregulation of adrenomedullin in the stromal endothelium by cancer-stromal cross talks confers angiogenesis of cervical cancer , 2014, Oncogene.

[38]  L. Kappos,et al.  MiR-126: a novel route for natalizumab action? , 2014, Multiple sclerosis.

[39]  C. Ferretti,et al.  miR-126, a new modulator of innate immunity , 2014, Cellular and Molecular Immunology.

[40]  Robert A. Smith,et al.  miR-126 in human cancers: clinical roles and current perspectives. , 2014, Experimental and molecular pathology.

[41]  G. Rogers,et al.  One microRNA controls both angiogenesis and TLR-mediated innate immunity to nucleic acids. , 2014, Molecular Therapy.

[42]  M. Merad,et al.  The microRNA-126-VEGFR2 axis controls the innate response to pathogen-associated nucleic acids , 2013, Nature Immunology.

[43]  Peter A. Pinto,et al.  Comprehensive microRNA Profiling of Prostate Cancer , 2013, Journal of Cancer.

[44]  Damian Szklarczyk,et al.  STRING v9.1: protein-protein interaction networks, with increased coverage and integration , 2012, Nucleic Acids Res..

[45]  H. Feilotter,et al.  A pilot study of urinary microRNA as a biomarker for urothelial cancer. , 2012, Canadian Urological Association journal = Journal de l'Association des urologues du Canada.

[46]  Gary D Bader,et al.  Attenuation of miR-126 Activity Expands HSC In Vivo without Exhaustion , 2012, Cell stem cell.

[47]  Drew M. Pardoll,et al.  The blockade of immune checkpoints in cancer immunotherapy , 2012, Nature Reviews Cancer.

[48]  H. Feilotter,et al.  A pilot study of urinary microRNA as a biomarker for urothelial cancer , 2012 .

[49]  Michael A. S. Jewett,et al.  Exploring the role of miRNAs in renal cell carcinoma progression and metastasis through bioinformatic and experimental analyses , 2012, Tumor Biology.

[50]  A. Evans,et al.  miRNA profiling in metastatic renal cell carcinoma reveals a tumour-suppressor effect for miR-215 , 2011, British Journal of Cancer.

[51]  Joseph O. Deasy,et al.  Common Terminology Criteria for Adverse Events (CTCAE) v4.0 Based Hybrid Patient and Physician Questionnaire for Head and Neck (HN) Radiotherapy Symptom Reporting , 2011 .

[52]  M. Atiya,et al.  Glatiramer Acetate Treatment Normalizes Deregulated microRNA Expression in Relapsing Remitting Multiple Sclerosis , 2011, PloS one.

[53]  Xavier Robin,et al.  pROC: an open-source package for R and S+ to analyze and compare ROC curves , 2011, BMC Bioinformatics.

[54]  Joshua T. Mendell,et al.  MicroRNA-126 regulates endothelial expression of vascular cell adhesion molecule 1 , 2008, Proceedings of the National Academy of Sciences.

[55]  A. Hatzigeorgiou,et al.  TarBase: A comprehensive database of experimentally supported animal microRNA targets. , 2005, RNA.

[56]  T. Giese,et al.  Identification and functional analysis of tumor-infiltrating plasmacytoid dendritic cells in head and neck cancer. , 2003, Cancer research.