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      Addressing challenges with real-world synthetic control arms to demonstrate the comparative effectiveness of Pralsetinib in non-small cell lung cancer

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          Abstract

          As advanced non-small cell lung cancer (aNSCLC) is being increasingly divided into rare oncogene-driven subsets, conducting randomised trials becomes challenging. Using real-world data (RWD) to construct control arms for single-arm trials provides an option for comparative data. However, non-randomised treatment comparisons have the potential to be biased and cause concern for decision-makers. Using the example of pralsetinib from a RET fusion-positive aNSCLC single-arm trial (NCT03037385), we demonstrate a relative survival benefit when compared to pembrolizumab monotherapy and pembrolizumab with chemotherapy RWD cohorts. Quantitative bias analyses show that results for the RWD-trial comparisons are robust to data missingness, potential poorer outcomes in RWD and residual confounding. Overall, the study provides evidence in favour of pralsetinib as a first-line treatment for RET fusion-positive aNSCLC. The quantification of potential bias performed in this study can be used as a template for future studies of this nature.

          Abstract

          Real-world data (RWD) based control arms provide an option to compare the effectiveness of single-arm trials. By performing multiple quantitative bias analyses to alleviate concerns about trial-RWD comparability, here the authors show that the RET inhibitor pralsetinib provides survival benefit in patients with RET fusion-positive non-small cell lung cancer from the ARROW single-arm trial, (NCT03037385) when compared to pembrolizumab monotherapy and pembrolizumab with chemotherapy RWD cohorts.

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          Most cited references31

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          Pembrolizumab plus Chemotherapy in Metastatic Non–Small-Cell Lung Cancer

          First-line therapy for advanced non-small-cell lung cancer (NSCLC) that lacks targetable mutations is platinum-based chemotherapy. Among patients with a tumor proportion score for programmed death ligand 1 (PD-L1) of 50% or greater, pembrolizumab has replaced cytotoxic chemotherapy as the first-line treatment of choice. The addition of pembrolizumab to chemotherapy resulted in significantly higher rates of response and longer progression-free survival than chemotherapy alone in a phase 2 trial.
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            Sensitivity Analysis in Observational Research: Introducing the E-Value.

            Sensitivity analysis is useful in assessing how robust an association is to potential unmeasured or uncontrolled confounding. This article introduces a new measure called the "E-value," which is related to the evidence for causality in observational studies that are potentially subject to confounding. The E-value is defined as the minimum strength of association, on the risk ratio scale, that an unmeasured confounder would need to have with both the treatment and the outcome to fully explain away a specific treatment-outcome association, conditional on the measured covariates. A large E-value implies that considerable unmeasured confounding would be needed to explain away an effect estimate. A small E-value implies little unmeasured confounding would be needed to explain away an effect estimate. The authors propose that in all observational studies intended to produce evidence for causality, the E-value be reported or some other sensitivity analysis be used. They suggest calculating the E-value for both the observed association estimate (after adjustments for measured confounders) and the limit of the confidence interval closest to the null. If this were to become standard practice, the ability of the scientific community to assess evidence from observational studies would improve considerably, and ultimately, science would be strengthened.
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              Pembrolizumab versus chemotherapy for previously untreated, PD-L1-expressing, locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042): a randomised, open-label, controlled, phase 3 trial

              First-line pembrolizumab monotherapy improves overall and progression-free survival in patients with untreated metastatic non-small-cell lung cancer with a programmed death ligand 1 (PD-L1) tumour proportion score (TPS) of 50% or greater. We investigated overall survival after treatment with pembrolizumab monotherapy in patients with a PD-L1 TPS of 1% or greater.
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                Author and article information

                Contributors
                sreeram.ramagopalan@roche.com
                vsubbiah@mdanderson.org
                Journal
                Nat Commun
                Nat Commun
                Nature Communications
                Nature Publishing Group UK (London )
                2041-1723
                17 June 2022
                17 June 2022
                2022
                : 13
                : 3500
                Affiliations
                [1 ]GRID grid.18886.3f, Royal Marsden Hospital and Institute of Cancer Research, ; London, UK
                [2 ]GRID grid.213910.8, ISNI 0000 0001 1955 1644, Lombardi Comprehensive Cancer Center, , Georgetown University, ; Washington, DC USA
                [3 ]GRID grid.419227.b, Roche Products Ltd, ; Welwyn Garden City, UK
                [4 ]GRID grid.417720.7, ISNI 0000 0004 0384 7389, Cytel, Inc, ; Waltham, MA USA
                [5 ]GRID grid.417570.0, ISNI 0000 0004 0374 1269, Global Access, F. Hoffmann-La Roche, ; Basel, Switzerland
                [6 ]GRID grid.477704.7, ISNI 0000 0001 0275 7806, Department of Medical Oncology, , Pius-Hospital Oldenburg, ; Oldenburg, Germany
                [7 ]GRID grid.240145.6, ISNI 0000 0001 2291 4776, The University of Texas MD Anderson Cancer Center, ; Houston, TX USA
                Author information
                http://orcid.org/0000-0003-2087-4963
                http://orcid.org/0000-0001-7191-6612
                http://orcid.org/0000-0002-5038-0916
                http://orcid.org/0000-0002-6064-6837
                Article
                30908
                10.1038/s41467-022-30908-1
                9205915
                35715405
                eccc219b-c638-41f3-aab1-6c8bfb7518da
                © The Author(s) 2022

                Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.

                History
                : 4 February 2022
                : 25 May 2022
                Funding
                Funded by: FundRef https://doi.org/10.13039/100004337, Roche (F. Hoffmann-La Roche Ltd);
                Categories
                Article
                Custom metadata
                © The Author(s) 2022

                Uncategorized
                non-small-cell lung cancer,outcomes research,lung cancer
                Uncategorized
                non-small-cell lung cancer, outcomes research, lung cancer

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