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Meng K, Xiang H, Wu M, Xie O, Li A, Tan C, Wan X. Evaluating nivolumab plus gemcitabine-cisplatin's cost-effectiveness for aUC in China. Front Pharmacol 2024; 15:1382342. [PMID: 39564123 PMCID: PMC11573544 DOI: 10.3389/fphar.2024.1382342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 10/21/2024] [Indexed: 11/21/2024] Open
Abstract
Aims Assessing the cost-effectiveness of Nivolumab with Gemcitabine-Cisplatin for Advanced Urothelial Carcinoma (aUC) treatment from the perspective of Chinese payers. Methods A Markov model assessed economic outcomes, estimating health outcomes in quality-adjusted life years (QALYs). One-way and probabilistic sensitivity analyses were conducted to assess the impact of uncertainties on the results. Results The base-case analysis showed Nivolumab plus Gemcitabine-Cisplatin yielded 0.59 QALYs at an extra cost of $78,780.61, leading to an incremental cost-effectiveness ratios (ICER) of $133,526.46/QALY. One-way sensitivity analysis highlighted Nivolumab's cost as the key factor, while probabilistic sensitivity analysis showed a 0% chance of cost-effectiveness for Nivolumab plus Gemcitabine-Cisplatin in aUC treatment. Conclusion Nivolumab plus Gemcitabine-Cisplatin is not cost-effective in the treatment of aUC.
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Affiliation(s)
- Kehui Meng
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
| | - Heng Xiang
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
| | - Meiyu Wu
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
| | - Ouyang Xie
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
| | - Andong Li
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
| | - Chongqing Tan
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
| | - Xiaomin Wan
- Department of Pharmacy, Second Xiangya Hospital, Central South University, Changsha, China
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Lin D, Luo S, Lin S, Zhong L, Zhou W, Gu D, Huang X, Chen Q, Xu X, Weng X. Avelumab Maintenance Treatment After First-line Chemotherapy in Advanced Urothelial Carcinoma-A Cost-Effectiveness Analysis. Clin Genitourin Cancer 2023; 21:8-15. [PMID: 36328903 DOI: 10.1016/j.clgc.2022.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 10/02/2022] [Indexed: 02/01/2023]
Abstract
BACKGROUND Recently, a clinical trial (NCT02603432) showed that avelumab maintenance treatment, post first-line chemotherapy, can significantly prolong the overall survival of patients with advanced urothelial carcinoma (UC), however, the treatment was very expensive. This study aimed to determine the cost-effectiveness of avelumab maintenance therapy in advanced or metastatic UC from the US taxpayer perspective. METHODS Based on the data of the JAVELIN Bladder 100 clinical trial (NCT02603432), a Markov multi-state model was constructed to investigate the costs and clinical outcomes of avelumab maintenance after platinum-based chemotherapy versus best supportive care (BSC) for advanced or metastatic UC. Parameters of the model came from the 2020 Average Sales Price Drug Pricing Files and published literature. The main outputs were costs, life years (LYs), quality-adjusted life years (QALYs), and incremental cost-effectiveness ratio (ICER). Robustness was tested by deterministic and probabilistic sensitivity analyses. The analysis was stratified to include both the overall population and a subset of programmed death-ligand 1 (PD-L1)-positive patients. RESULTS Avelumab maintenance therapy was estimated to generate an additional 0.26 QALYs (1.46 vs. 1.20 QALYs) and costs $183,271 ($278,323 vs. $95,052) more compared to BSC alone in the overall population, yielding an ICER of $699,065/QALY. For the PD-L1-positive population, avelumab produced a 0.42 increase in QALYs (1.74 vs. 1.32 QALYs) and raised costs to $223,238 ($320,355 vs. $97,117), resulting in an ICER of $521,850/QALY for this population. Both ICERs were above the willingness-to-pay (WTP) threshold of $200,000/QALY. Sensitivity analyses manifested that the model was robust. CONCLUSION From the perspective of the US taxpayer, avelumab maintenance therapy is considered cost-ineffective for patients with advanced or metastatic UC at a WTP threshold of $200,000/QALY in the overall population as well as in PD-L1-positive population.
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Affiliation(s)
- Dong Lin
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Shaohong Luo
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Shen Lin
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Lixian Zhong
- College of Pharmacy, Texas A&M University, College Station, TX
| | - Wei Zhou
- Department of Human Resources, the First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Dian Gu
- Institute for Health and Aging, University of California, San Francisco
| | - Xiaoting Huang
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Qixin Chen
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Xiongwei Xu
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China
| | - Xiuhua Weng
- Department of Pharmacy, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China; Key Laboratory of Radiation Biology of Fujian Higher Education Institutions, The First Affiliated Hospital of Fujian Medical University, Taijiang, Fuzhou, People's Republic of China.
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Remiro‐Azócar A, Heath A, Baio G. Parametric G-computation for compatible indirect treatment comparisons with limited individual patient data. Res Synth Methods 2022; 13:716-744. [PMID: 35485582 PMCID: PMC9790405 DOI: 10.1002/jrsm.1565] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 01/28/2022] [Accepted: 04/27/2022] [Indexed: 12/30/2022]
Abstract
Population adjustment methods such as matching-adjusted indirect comparison (MAIC) are increasingly used to compare marginal treatment effects when there are cross-trial differences in effect modifiers and limited patient-level data. MAIC is based on propensity score weighting, which is sensitive to poor covariate overlap and cannot extrapolate beyond the observed covariate space. Current outcome regression-based alternatives can extrapolate but target a conditional treatment effect that is incompatible in the indirect comparison. When adjusting for covariates, one must integrate or average the conditional estimate over the relevant population to recover a compatible marginal treatment effect. We propose a marginalization method based on parametric G-computation that can be easily applied where the outcome regression is a generalized linear model or a Cox model. The approach views the covariate adjustment regression as a nuisance model and separates its estimation from the evaluation of the marginal treatment effect of interest. The method can accommodate a Bayesian statistical framework, which naturally integrates the analysis into a probabilistic framework. A simulation study provides proof-of-principle and benchmarks the method's performance against MAIC and the conventional outcome regression. Parametric G-computation achieves more precise and more accurate estimates than MAIC, particularly when covariate overlap is poor, and yields unbiased marginal treatment effect estimates under no failures of assumptions. Furthermore, the marginalized regression-adjusted estimates provide greater precision and accuracy than the conditional estimates produced by the conventional outcome regression, which are systematically biased because the measure of effect is non-collapsible.
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Affiliation(s)
- Antonio Remiro‐Azócar
- Department of Statistical ScienceUniversity College LondonLondonUK
- Quantitative ResearchStatistical Outcomes Research & Analytics (SORA) LtdLondonUK
| | - Anna Heath
- Department of Statistical ScienceUniversity College LondonLondonUK
- Child Health Evaluative SciencesThe Hospital for Sick ChildrenTorontoCanada
- Dalla Lana School of Public HealthUniversity of TorontoTorontoCanada
| | - Gianluca Baio
- Department of Statistical ScienceUniversity College LondonLondonUK
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Kongnakorn T, Sarri G, Freitag A, Marczell K, Kazmierska P, Masters E, Pawar V, Zhang X. Modeling Challenges in Cost-Effectiveness Analysis of First-Line Immuno-Oncology Therapies in Non-small Cell Lung Cancer: A Systematic Literature Review. PHARMACOECONOMICS 2022; 40:183-201. [PMID: 34595671 PMCID: PMC8795065 DOI: 10.1007/s40273-021-01089-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/02/2021] [Indexed: 06/13/2023]
Abstract
INTRODUCTION The introduction of immuno-oncology (IO) therapies has changed the treatment landscape of non-small cell lung cancer (NSCLC). Numerous cost-effectiveness analyses (CEAs) and technology appraisals (TAs) evaluating IO therapies have been recently published. OBJECTIVE We reviewed economic models of first-line (1L) IO therapies for previously untreated advanced or metastatic NSCLC to identify methodological challenges associated with modeling cost effectiveness from published literature and TAs and to make recommendations for future CEAs in this disease area. METHODS A systematic literature review was conducted following Cochrane and PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched MEDLINE, Embase, EconLit (January 2009-January 2020), and select conferences (since 2016) for CEAs of 1L IO treatments in patients with recurrent or metastatic, epidermal growth factor receptor (EGFR)/anaplastic lymphoma kinase (ALK) mutation-negative NSCLC, published in English. TAs from England, Scotland, Canada, Australia, Germany, and France were also examined. Two reviewers screened the results and extracted the data. The quality of the CEAs was described using the Drummond checklist. RESULTS In total, 46 records reporting on 38 unique models met protocol-defined criteria and were included. Five models adjusted for treatment switching or crossover in base-case analyses, and the remainder considered treatment switching or crossover to represent clinical practice and made no adjustment. Seven models used external real-world data for survival modeling or extrapolation validation. Six models that assumed long-term treatment benefit stopped at 3 or 5 years after initiation. Seven models used the observed time-on-treatment distribution from the trial, and eight used progression-free survival for treatment duration. All models compared one or more IO monotherapies or combination therapies with chemotherapy. Only one study directly compared different IO agents but did not consider the concordance issue across programmed death-ligand 1 (PD-L1) testing methods. Utilities were modeled by health state in 12 models, four applied a time-to-death approach, and ten explored both. None applied cure models. CONCLUSION Variations in methodological challenges were seen across studies. Previous models took approaches that were followed in subsequent models, such as a 2-year stopping rule of IO duration or treatment-effect waning. Challenges such as heterogeneity in PD-L1 testing and survival extrapolation and validation using real-world data should be further considered for future models in advanced or metastatic NSCLC.
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Affiliation(s)
| | | | | | | | | | | | - Vivek Pawar
- EMD Serono Research & Development Institute, Inc., 45A Middlesex Turnpike, Billerica, 01821, MA, USA
| | - Xinke Zhang
- EMD Serono Research & Development Institute, Inc., 45A Middlesex Turnpike, Billerica, 01821, MA, USA.
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Bednova O, Leyton JV. Targeted Molecular Therapeutics for Bladder Cancer-A New Option beyond the Mixed Fortunes of Immune Checkpoint Inhibitors? Int J Mol Sci 2020; 21:E7268. [PMID: 33019653 PMCID: PMC7582582 DOI: 10.3390/ijms21197268] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 09/25/2020] [Accepted: 09/30/2020] [Indexed: 12/23/2022] Open
Abstract
The fact that there are now five immune checkpoint inhibitor (ICI) monoclonal antibodies approved since 2016 that target programmed cell death protein 1 or programmed death ligand-1 for the treatment of metastatic and refractory bladder cancer is an outstanding achievement. Although patients can display pronounced responses that extend survival when treated with ICIs, the main benefit of these drugs compared to traditional chemotherapy is that they are better tolerated and result in reduced adverse events (AEs). Unfortunately, response rates to ICI treatment are relatively low and, these drugs are expensive and have a high economic burden. As a result, their clinical efficacy/cost-value relationship is debated. Long sought after targeted molecular therapeutics have now emerged and are boasting impressive response rates in heavily pre-treated, including ICI treated, patients with metastatic bladder cancer. The antibody-drug conjugates (ADCs) enfortumab vedotin (EV) and sacituzumab govitecan (SG) have demonstrated the ability to provide objective response rates (ORRs) of 44% and 31% in patients with bladder tumor cells that express Nectin-4 and Trop-2, respectively. As a result, EV was approved by the U.S. Food and Drug Administration for the treatment of patients with advanced or metastatic bladder cancer who have previously received ICI and platinum-containing chemotherapy. SG has been granted fast track designation. The small molecule Erdafitinib was recently approved for the treatment of patients with advanced or metastatic bladder cancer with genetic alterations in fibroblast growth factor receptors that have previously been treated with a platinum-containing chemotherapy. Erdafitinib achieved an ORR of 40% in patients including a proportion who had previously received ICI therapy. In addition, these targeted drugs are sufficiently tolerated or AEs can be appropriately managed. Hence, the early performance in clinical effectiveness of these targeted drugs are substantially increased relative to ICIs. In this article, the most up to date follow-ups on treatment efficacy and AEs of the ICIs and targeted therapeutics are described. In addition, drug price and cost-effectiveness are described. For best overall value taking into account clinical effectiveness, price and cost-effectiveness, results favor avelumab and atezolizumab for ICIs. Although therapeutically promising, it is too early to determine if the described targeted therapeutics provide the best overall value as cost-effectiveness analyses have yet to be performed and long-term follow-ups are needed. Nonetheless, with the arrival of targeted molecular therapeutics and their increased effectiveness relative to ICIs, creates a potential novel paradigm based on 'targeting' for affecting clinical practice for metastatic bladder cancer treatment.
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Affiliation(s)
- Olga Bednova
- Departément de Medécine Nucléaire et Radiobiologie, Faculté de Medécine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC J1H5N4, Canada;
| | - Jeffrey V. Leyton
- Departément de Medécine Nucléaire et Radiobiologie, Faculté de Medécine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC J1H5N4, Canada;
- Centre d’Imagerie Moleculaire, Centre de Rechcerche, Centre Hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke, QC J1H5N4, Canada
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Grimm SE, Pouwels X, Ramaekers BLT, Wijnen B, Knies S, Grutters J, Joore MA. Development and Validation of the TRansparent Uncertainty ASsessmenT (TRUST) Tool for Assessing Uncertainties in Health Economic Decision Models. PHARMACOECONOMICS 2020; 38:205-216. [PMID: 31709496 PMCID: PMC7081657 DOI: 10.1007/s40273-019-00855-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
BACKGROUND An increasing number of technologies are obtaining marketing authorisation based on sparse evidence, which causes growing uncertainty and risk within health technology reimbursement decision making. To ensure that uncertainty is considered and addressed within health technology assessment (HTA) recommendations, uncertainties need to be identified, included in health economic models, and reported. OBJECTIVE Our objective was to develop the TRansparent Uncertainty ASsessmenT (TRUST) tool for systematically identifying, assessing, and reporting uncertainties in decision models, with the aim of making uncertainties and their impact on cost effectiveness more explicit and transparent. METHODS TRUST was developed by drawing on the uncertainty and risk assessment literature. To develop and validate this tool, we conducted HTA stakeholder discussion meetings and interviews and applied it in six real-world HTA case studies in the Netherlands and the UK. RESULTS The TRUST tool enables the identification and categorisation of uncertainty according to its source (transparency issues, methodology issues, and issues with evidence: imprecision, bias and indirectness, and unavailability) in each model aspect. The source of uncertainty determines the appropriate analysis. The impact of uncertainties on cost effectiveness is also assessed. Stakeholders found using the tool to be feasible and of value for transparent uncertainty assessment. TRUST can be used during model development and/or model review. CONCLUSION The TRUST tool enables systematic identification, assessment, and reporting of uncertainties in health economic models and may contribute to more informed and transparent decision making in the face of uncertainty.
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Affiliation(s)
- Sabine E Grimm
- Maastricht University Medical Centre, Department of Clinical Epidemiology and Medical Technology Assessment, School for Public Health and Primary Care (CAPHRI), P. Debyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands.
| | - Xavier Pouwels
- Maastricht University Medical Centre, Department of Clinical Epidemiology and Medical Technology Assessment, School for Public Health and Primary Care (CAPHRI), P. Debyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Bram L T Ramaekers
- Maastricht University Medical Centre, Department of Clinical Epidemiology and Medical Technology Assessment, School for Public Health and Primary Care (CAPHRI), P. Debyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Ben Wijnen
- Maastricht University Medical Centre, Department of Clinical Epidemiology and Medical Technology Assessment, School for Public Health and Primary Care (CAPHRI), P. Debyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - Saskia Knies
- Zorginstituut Nederland, Willem Dudokhof 1, 1112 ZA, Diemen, The Netherlands
| | - Janneke Grutters
- Department for Health Evidence, Radboud University Medical Centre, Post 133, PO Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Manuela A Joore
- Maastricht University Medical Centre, Department of Clinical Epidemiology and Medical Technology Assessment, School for Public Health and Primary Care (CAPHRI), P. Debyelaan 25, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
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Kimura M, Usami E, Teramachi H, Yoshimura T. A comparative study of nivolumab and axitinib in terms of overall survival, treatment continuation, and cost for patients with metastatic renal cell carcinoma. Mol Clin Oncol 2020; 12:284-289. [PMID: 32064108 DOI: 10.3892/mco.2020.1978] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Accepted: 12/06/2019] [Indexed: 12/21/2022] Open
Abstract
Nivolumab and axitinib has recommended as a second-line treatment in patients with metastatic renal cell carcinoma (mRCC) after tyrosine kinase inhibitor treatment. In this study, overall survival (OS), treatment continuation, and the cost of nivolumab and axitinib-the second-line treatment agents for mRCC-were compared and examined. Herein, we retrospectively surveyed patients with pathologically confirmed mRCC, treated with nivolumab (n=9) or axitinib (n=16) at Ogaki Municipal Hospital (Ogaki, Japan) between January 2012 and May 2019. The treatment periods for the nivolumab- and axitinib-administered groups were 5.4 (range: 1.4-21.3) and 3.4 (range: 0.3-28.1) months, respectively (P=0.089). The postponement periods for the nivolumab- and axitinib-administered groups were 7 (range: 0-186) and 0 (range: 0-262) days, respectively, and the difference was statistically significant (P=0.008). The median OS for patients treated with nivolumab and axitinib was 12.3 (range: 1.5-25.5 months) and 9.2 (range: 2.2-55.0 months) months, respectively (P=0.633). The one-year cost estimates for axitinib and nivolumab in clinical practice were $60,694.2 and $86,544.4, respectively (P=0.017). We found that despite frequent interruptions in nivolumab administration and a longer postpaonement period for the nivolumab-administered group than for the axitinib-administered group, both groups exhibit comparable treatment duration and OS.
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Affiliation(s)
- Michio Kimura
- Department of Pharmacy, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan
| | - Eiseki Usami
- Department of Pharmacy, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan
| | - Hitomi Teramachi
- Laboratory of Clinical Pharmacy, Gifu Pharmaceutical University, Gifu 501-1196, Japan
| | - Tomoaki Yoshimura
- Department of Pharmacy, Ogaki Municipal Hospital, Ogaki, Gifu 503-8502, Japan
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Regulation of PD-1/PD-L1 Pathway in Cancer by Noncoding RNAs. Pathol Oncol Res 2019; 26:651-663. [PMID: 31748880 DOI: 10.1007/s12253-019-00735-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Accepted: 08/27/2019] [Indexed: 12/24/2022]
Abstract
Immune checkpoint blockade has demonstrated significant anti-tumor immunity in an array of cancer types, yet the underlying regulatory mechanism of it is still obscure, and many problems remain to be solved. As an inhibitory costimulatory signal of T-cells, the programmed cell death 1 (PD-1)/programmed cell death ligand 1 (PD-L1) pathway can paralyze T-cells at the tumor site, enabling the immune escape of tumor cells. Although many antibodies targeting PD-1/PD-L1 have been developed to block their interaction for the treatment of cancer, the reduced response rate and resistance to the therapies call for further comprehension of this pathway in the tumor microenvironment. MicroRNAs (miRNAs) and long noncoding RNAs (lncRNAs) are two main types of noncoding RNAs that play critical parts in the regulation of immune response in tumorigenesis, including the PD-1/PD-L1 pathway. Here we summarize the most recent studies on the control of this pathway by noncoding RNAs in cancer and hopefully will offer new insights into immune checkpoint blockade therapies.
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