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Biniakewitz MD, Kasler MK, Fessele KL. Immune-Related Adverse Events in the Older Adult with Cancer Receiving Immune Checkpoint Inhibitor Therapy. Asia Pac J Oncol Nurs 2020; 8:18-24. [PMID: 33426185 PMCID: PMC7785075 DOI: 10.4103/apjon.apjon_48_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 09/15/2020] [Indexed: 12/19/2022] Open
Abstract
Objective: Older adults with cancer (OAC) may be at elevated risk for immune-related adverse events (irAEs) during immune checkpoint inhibitor (ICI) therapy due to the normal organ function changes of aging, as well as related to a higher prevalence of comorbid conditions compared to younger patients. The importance of high-quality nursing care cannot be overstated for this population, including proactive symptom assessment, management, and coordination of care. The purpose of this paper is to describe the unique challenges faced by OAC receiving ICI drugs. Methods: We present both a case study and the results of a single-institution retrospective study from a large, urban US National Cancer Institute– designated comprehensive cancer center. The retrospective study examined the frequency and intensity of irAEs experienced by patients aged 75 years or older who received ICI therapy between January 2016 and December 2018 for melanoma. Results: We reviewed the records of 38 OAC (age range 75–92 years) with locally advanced or metastatic melanoma who received pembrolizumab, nivolumab and/or ipilimumab. Median length of therapy was 7.4 months, and median time to onset of irAEs was 81 days. Approximately half (47%) of the patients experienced Grade 1–3 irAEs, and discontinued therapy related to inability to tolerate the ICI more frequently than was reported in clinical trials (24%). Conclusions: OAC who receive ICI therapy frequently experience irAEs that may result in treatment interruption, discontinuation or long-lasting toxicity. Nurses are well positioned to provide support to this vulnerable population.
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Affiliation(s)
| | - Mary Kate Kasler
- Advanced Practice Providers, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kristen L Fessele
- Office of Nursing Research, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Abstract
Immune checkpoint inhibitor (ICI) therapy represents a paradigm shift in the treatment of patients with locally advanced and metastatic lung cancer. Although immunotherapy generally has a more favorable safety profile when compared with chemotherapy, immune-related adverse events represent important, but incompletely understood, treatment-limiting complications associated with significant morbidity and mortality risk. Current guidelines for diagnosis and management are derived from consensus experience, highlighting that further prospective investigation in this area is needed. As ICI-related pneumonitis is a clinically and radiographically diverse toxidrome, clinical vigilance is important while treating patients with lung cancer.
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53
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Riaz F, Gan G, Li F, Davidoff AJ, Adelson KB, Presley CJ, Adamson BJ, Shaw P, Parikh RB, Mamtani R, Gross CP. Adoption of Immune Checkpoint Inhibitors and Patterns of Care at the End of Life. JCO Oncol Pract 2020; 16:e1355-e1370. [PMID: 32678688 PMCID: PMC8189605 DOI: 10.1200/op.20.00010] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/28/2020] [Indexed: 01/12/2023] Open
Abstract
PURPOSE As immune checkpoint inhibitors (ICIs) have transformed the care of patients with cancer, it is unclear whether treatment at the end of life (EOL) has changed. Because aggressive therapy at the EOL is associated with increased costs and patient distress, we explored the association between the Food and Drug Administration (FDA) approvals of ICIs and treatment patterns at the EOL. METHODS We conducted a retrospective, observational study using patient-level data from a nationwide electronic health record-derived database. Patients had advanced melanoma, non-small-cell lung cancer (NSCLC; cancer types with an ICI indication), or microsatellite stable (MSS) colon cancer (a cancer type without an ICI indication) and died between 2013 and 2017. We calculated annual proportions of decedents who received systemic cancer therapy in the final 30 days of life, using logistic regression to model the association between the post-ICI FDA approval time and use of systemic therapy at the EOL, adjusting for patient characteristics. We assessed the use of chemotherapy or targeted/biologic therapies at the EOL, before and after FDA approval of ICIs using Pearson chi-square test. RESULTS There was an increase in use of EOL systemic cancer therapy in the post-ICI approval period for both melanoma (33.9% to 43.2%; P < .001) and NSCLC (37.4% to 40.3%; P < .001), with no significant change in use of systemic therapy in MSS colon cancer. After FDA approval of ICIs, patients with NSCLC and melanoma had a decrease in the use of chemotherapy, with a concomitant increase in use of ICIs at the EOL. CONCLUSION The adoption of ICIs was associated with a substantive increase in the use of systemic therapy at the EOL in melanoma and a smaller yet significant increase in NSCLC.
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Affiliation(s)
- Fauzia Riaz
- Cancer Outcomes Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, CT
- Stanford University School of Medicine, Stanford, CA
| | - Geliang Gan
- Yale Cancer Center, New Haven, CT
- Yale Center for Analytical Sciences, New Haven, CT
| | - Fangyong Li
- Yale Cancer Center, New Haven, CT
- Yale Center for Analytical Sciences, New Haven, CT
| | - Amy J. Davidoff
- Cancer Outcomes Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, CT
- Yale Cancer Center, New Haven, CT
| | - Kerin B. Adelson
- Cancer Outcomes Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, CT
- Yale Cancer Center, New Haven, CT
| | - Carolyn J. Presley
- Cancer Outcomes Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, CT
- The Ohio State University Comprehensive Cancer Center and The James Cancer Hospital/Solove Research Institute, Columbus, OH
| | | | | | - Ravi B. Parikh
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Ronac Mamtani
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Cary P. Gross
- Cancer Outcomes Public Policy and Effectiveness Research Center, Yale School of Medicine, New Haven, CT
- Yale Cancer Center, New Haven, CT
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Deshpande RP, Sharma S, Watabe K. The Confounders of Cancer Immunotherapy: Roles of Lifestyle, Metabolic Disorders and Sociological Factors. Cancers (Basel) 2020; 12:E2983. [PMID: 33076303 PMCID: PMC7602474 DOI: 10.3390/cancers12102983] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/06/2020] [Accepted: 10/12/2020] [Indexed: 02/06/2023] Open
Abstract
Checkpoint blockade immunotherapy (CPI) is an effective treatment option for many types of cancers. Irrespective of its wide clinical implications, the overall efficacy remains unpredictable and even poor in certain pathologies such as breast cancer. Thus, it is imperative to understand the role of factors affecting its responsiveness. In this review, we provide an overview on the involvement of sociological factors, lifestyles and metabolic disorders in modulating the CPI response in patients from multiple malignancies. Lifestyle habits including exercise, and diet promoted therapeutic responsiveness while alcohol consumption mitigated the CPI effect by decreasing mutational burden and hampering antigen presentation by dendritic cells. Metabolic disorder such as obesity was recognized to enhance the PD-1 expression while diabetes and hypertension were consequences of CPI therapy rather than causes. Among the sociologic factors, sex and race positively influenced the CPI effectiveness on account of increased effector T cell activity and increased PD-1 expression while ageing impaired CPI responsiveness by decreasing functional T cell and increased toxicity. The combined effect of these factors was observed for obesity and gender, in which obese males had the most significant effect of CPI. Therefore these variables should be carefully considered before treating patients with CPI for optimal treatment outcome.
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Affiliation(s)
| | | | - Kounosuke Watabe
- Department of Cancer Biology, Wake Forest Baptist Medical Center, Winston-Salem, NC 27157, USA; (R.P.D.); (S.S.)
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55
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Nazha B, Goyal S, Chen Z, Engelhart A, Carlisle JW, Beardslee TJ, Gill H, Odikadze L, Liu Y, Mishra MK, Ramalingam SS, Owonikoko TK. Efficacy and safety of immune checkpoint blockade in self-identified Black patients with advanced non-small cell lung cancer. Cancer 2020; 126:5040-5049. [PMID: 32902858 DOI: 10.1002/cncr.33141] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/24/2020] [Accepted: 07/08/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND To the authors' knowledge, race-based differences in efficacy for the treatment of patients with advanced non-small cell lung cancer (NSCLC) have not been studied to date due to the underrepresentation of patients of minority backgrounds in pivotal trials. In the current study, the authors examined real-world differences in outcome in a diverse patient population. METHODS The authors retrospectively analyzed the clinical outcomes of patients with advanced NSCLC who were treated with single-agent immune checkpoint blockade (ICB) between 2013 and July 2018 at Winship Cancer Institute of Emory University in Atlanta, Georgia. Primary efficacy comparison between Black patients and White patients was performed using bivariate and multivariate analyses for overall survival (OS) and progression-free survival (PFS). RESULTS Data from 257 patients were analyzed. The median age of the patients was 69 years; 50.6% of the patients were female, 63.4% were White, 29.5% were Black, and 7.1% of the patients were of "other" race. ICB was the first-line treatment in 51 patients (19.9%), the second-line treatment in 161 patients (62.6%), and the third-line treatment in 33 patients (12.9%). The most commonly used agents were nivolumab (49.0%), pembrolizumab (25.2%), and atezolizumab (21.3%). No differences with regard to OS (P = .839) and PFS (P = .235) were noted between Black and White patients. The sample overall response rate was 20.6% (15.2% in Black patients and 23.1% in White patients). No differences with regard to OS (P = .081) and PFS (P = .176) were observed between female and male patients. The rate of immune-related adverse events was found to be similar in Black and White patients (20.0% vs 29.9%; P = .148). On multivariate analysis, race was not found to be significantly associated with OS or PFS. CONCLUSIONS Real-world analysis of the authors' institutional experience demonstrated similar efficacy and tolerability of ICB in Black versus White patients with advanced NSCLC. Larger multi-institutional studies including other US minority populations would make the findings of the current study more generalizable.
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Affiliation(s)
- Bassel Nazha
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Subir Goyal
- Bioinformatics and Systems Biology Shared Resource, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Zhengjia Chen
- Bioinformatics and Systems Biology Shared Resource, Winship Cancer Institute, Emory University, Atlanta, Georgia
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Anne Engelhart
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | | | - Tyler J Beardslee
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Harpaul Gill
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | | | - Yuan Liu
- Bioinformatics and Systems Biology Shared Resource, Winship Cancer Institute, Emory University, Atlanta, Georgia
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Manoj K Mishra
- Cancer Biology Research and Training Program, Department of Biological Sciences, Alabama State University, Montgomery, Alabama
| | - Suresh S Ramalingam
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
| | - Taofeek Kunle Owonikoko
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia
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Martin JH, Lewis LD. Taking the brake off the immune system: Hypotheses, trials, tribulations, and the evolving discipline of clinical immunopharmacology. Br J Clin Pharmacol 2020; 86:1674-1677. [PMID: 32770557 DOI: 10.1111/bcp.14481] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 06/08/2020] [Accepted: 06/16/2020] [Indexed: 12/22/2022] Open
Affiliation(s)
- Jennifer H Martin
- Centre for Drug Repurposing and Medicines Research, Clinical Pharmacology, School of Medicine and Public Health, University of Newcastle, Newcastle, New South Wales, Australia
| | - Lionel D Lewis
- Section of Clinical Pharmacology, Department of Medicine, The Geisel School of Medicine at Dartmouth and The Norris Cotton Cancer Center, Lebanon, New Hampshire, USA
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Yao L, Jia G, Lu L, Bao Y, Ma W. Factors affecting tumor responders and predictive biomarkers of toxicities in cancer patients treated with immune checkpoint inhibitors. Int Immunopharmacol 2020; 85:106628. [PMID: 32474388 DOI: 10.1016/j.intimp.2020.106628] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Revised: 04/24/2020] [Accepted: 05/20/2020] [Indexed: 12/20/2022]
Abstract
Cancer immunotherapy has brought a great revolution in the treatment of advanced human cancer. Immune checkpoint inhibitors (ICIs) that target cytotoxic T lymphocyte-associated antigen 4 (CTLA-4) and the programmed cell death protein 1 pathway (PD-1/PD-L1) have been widely administrated in the past years and demonstrated promising in a variety of malignancies. While some patients show benefit from ICIs, others do not respond or even develop resistance to these therapies. Among the responders, the treatments are consequently accompanied with immune-related adverse effects (irAEs), which are diverse in their effected organs, degree of severity and timing. Some of the toxicities are fatal and result in discontinuance of immunotherapy. The toxicity profile from anti-CTLA-4 to anti-PD-1/PD-L1 immunotherapies is distinct from those caused by conventional anticancer therapies, though their presentation may be similar. In order to better help clinicians recognize, monitor and manage irAEs in a growing population of cancer patients who are receiving ICI therapy, this article summarizes the FDA approved ICIs and focuses on (1) existing toxic evidence related to ICIs, (2) occurrence of irAEs, (3) factors influencing tumor responders treated with ICIs, (4) predictive biomarkers of irAEs, and (5) new potential mechanisms of resistance to ICI therapy.
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Affiliation(s)
- Liqin Yao
- Department of Breast and Thyroid Surgery, The First Affiliated Hospital, Huzhou University School of Medicine, Huzhou, Zhejiang 313000, China
| | - Gang Jia
- Department of Medical Oncology, Henan Provincial People's Hospital, Zhengzhou, Henan 450003, China
| | - Lingeng Lu
- Department of Chronic Disease Epidemiology, Yale School of Public Health, School of Medicine, Center for Biomedical Data Science, Yale Cancer Center, Yale University, 60 College Street, New Haven, CT 06520, USA
| | - Ying Bao
- Department of General Surgery, The First Affiliated Hospital, Huzhou University School of Medicine, Huzhou, Zhejiang 313000, China
| | - Wenxue Ma
- Department of Medicine and Moores Cancer Center, University of California San Diego, La Jolla, CA 92093, USA.
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Leapman MS, Presley CJ, Zhu W, Soulos PR, Adelson KB, Miksad RA, Boffa DJ, Gross CP. Association of Programmed Cell Death Ligand 1 Expression Status With Receipt of Immune Checkpoint Inhibitors in Patients With Advanced Non-Small Cell Lung Cancer. JAMA Netw Open 2020; 3:e207205. [PMID: 32511721 PMCID: PMC7280954 DOI: 10.1001/jamanetworkopen.2020.7205] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 03/27/2020] [Indexed: 12/24/2022] Open
Abstract
Importance Initial approval for immune checkpoint inhibitors (ICIs) for treatment of advanced non-small cell lung cancer (NSCLC) was limited to patients with high levels of programmed cell death ligand 1 (PD-L1) expression. However, in the period after approval, it is not known how new evidence supporting efficacy of these treatments in patients with low or negative PD-L1 expression was incorporated into real-world practice. Objective To evaluate the association between PD-L1 testing and first-line ICI use. Design, Setting, and Participants This retrospective cohort study (January 1, 2011, to December 31, 2018) used a deidentified nationwide electronic health record-derived database reflecting real-world care at more than 280 US community and academic cancer clinics (approximately 800 sites of care). Patients included those with advanced NSCLC without other identifiable variations diagnosed in the period after the US Food and Drug Administration's initial first-line approval of ICIs for patients with high PD-L1 expression (≥50%). Exposure First-line ICI treatment. Main Outcomes and Measures Patterns of PD-L1 testing and first-line ICI treatment among all patients and patients stratified by tumor histologic type (squamous vs nonsquamous). Results A total of 45 631 patients (mean [SD] age, 68.4 [9.6] years; 21 614 [47.4%] female) with advanced NSCLC were included in the study. PD-L1 testing increased from 468 (7.2%) in 2015 to 4202 (73.2%) in 2018. Within a subset of 7785 patients receiving first-line treatment in the period after first-line approval of pembrolizumab, those who received PD-L1 testing had a greater odds of receiving an ICI (odds ratio, 2.11; 95% CI, 1.89-2.36). Among patients with high PD-L1 expression (≥50%), 1541 (83.5%) received first-line ICI treatment; 776 patients (40.3%) with low PD-L1 expression (1%-49%) and 348 (32.3%) with negative PD-L1 expression (0%) also received ICIs. In addition, 755 untested patients (32.8%) were treated with a first-line ICI. The proportion of patients who received ICIs without PD-L1 testing increased during the study period (59 [17%] in quarter 4 of 2016 to 141 [53.8%] in quarter 4 of 2018). Conclusions and Relevance In this study, use of first-line ICI treatment increased among patients with advanced NSCLC with negative, low, or untested PD-L1 expression status in 2016 through 2018. These findings suggest that national practice was rapidly responsive to new clinical evidence rather than adhering to regulatory guidance in place at the time.
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Affiliation(s)
- Michael S. Leapman
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale University School of Medicine, New Haven, Connecticut
| | | | - Weiwei Zhu
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale University School of Medicine, New Haven, Connecticut
| | - Pamela R. Soulos
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale University School of Medicine, New Haven, Connecticut
| | - Kerin B. Adelson
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale University School of Medicine, New Haven, Connecticut
| | | | - Daniel J. Boffa
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale University School of Medicine, New Haven, Connecticut
| | - Cary P. Gross
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
- Cancer Outcomes, Public Policy and Effectiveness Research Center, Yale University School of Medicine, New Haven, Connecticut
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Mienko F, Halmos B, Cheng H. Is pembrolizumab monotherapy the optimal treatment for elderly patients with PD-L1 positive advanced non-small cell lung cancer? ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:778. [PMID: 32647703 PMCID: PMC7333146 DOI: 10.21037/atm.2020.02.68] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 02/06/2020] [Indexed: 12/12/2022]
Affiliation(s)
- Fiona Mienko
- Department of Medical Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Balazs Halmos
- Department of Medical Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
| | - Haiying Cheng
- Department of Medical Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, USA
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60
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Joris S, Pieters T, Sibille A, Bustin F, Jacqmin L, Kalantari HR, Surmont V, Goeminne JC, Clinckart F, Pat K, Demey W, Deschepper K, Lambrechts M, Holbrechts S, Schallier D, Decoster L. Real life safety and effectiveness of nivolumab in older patients with non-small cell lung cancer: Results from the Belgian compassionate use program. J Geriatr Oncol 2020; 11:796-801. [DOI: 10.1016/j.jgo.2019.09.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 08/01/2019] [Accepted: 09/30/2019] [Indexed: 01/06/2023]
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Son KB. The speed of adoption of new drugs and prescription volume after the amendments in reimbursement coverage: the case of non-vitamin K antagonist oral anticoagulants in South Korea. BMC Public Health 2020; 20:797. [PMID: 32460730 PMCID: PMC7251874 DOI: 10.1186/s12889-020-08929-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 05/17/2020] [Indexed: 11/10/2022] Open
Abstract
Background The speed of adoption of new drugs and frequencies of substitutions leads to changes in health care expenditures as well as patient outcomes. In this study, we aim to understand the speed of adoption of new drugs and their prescription volume in health care institutions and evaluate the impact of policy options to manage pharmaceutical expenditure. Methods We conducted a retrospective cohort study of health care institutions prescribing NOACs, including Apixaban, Dabigatran, and Rivaroxaban, to address the speed of adoption and their substitution from October 1, 2010, through December 31, 2015, using the National Health Insurance Service-National Sample Cohort. Two threshold time points, including the extension of reimbursement with the need for the letter of opinion and the withdrawal of the letter of opinion, were noted in this study. Then, we applied a survival analysis to elucidate factors that affected the speed of adoption of NOACs, and interrupted time series analysis to estimate the effect of amendments in reimbursement coverage in prescription volume. Results Among 934 health care institutions in a study population, 334 institutions (36%) had prescribed NOACs at least one time during the study period, indicating that health care institutions were conservative in adopting new drugs. However, the speed of adoption was related to the characteristics of health care institution. We also found that prescriptions of NOACs before the withdrawal of the need for the letter of opinion were marginal, and the prescription volume of NOACs was significantly increased after the withdrawal of a letter of opinion. Conclusions Health care institutions were conservative in adopting new drugs, and the speed of adoption is not closely related to an increased prescription volume in the short run. Thus, policies that are centered on managing pharmaceutical expenditure should be devised with considering the impact of introducing new drugs in the long run. A letter of opinion, which was devised to manage prescriptions of NOACs, was effective in managing pharmaceutical expenditures in health care institutions, particularly for tertiary institutions. Conversely, the withdrawal of the need for the letter of opinion should be implemented with caution.
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Affiliation(s)
- Kyung-Bok Son
- College of Pharmacy, Ewha Womans University, 52Ewhayeodae-gil, Seodaemun-gu, Seoul, 03760, South Korea.
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Whitman ED, Scherrer E, Ou W, Krepler C. Outcomes of retreatment with anti-PD-1 monotherapy after response to first course in patients with cutaneous melanoma. Future Oncol 2020; 16:1441-1453. [PMID: 32410465 DOI: 10.2217/fon-2020-0314] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Aim: To determine outcomes of retreatment with anti-PD-1 monotherapy for melanoma. Materials & methods: This retrospective study included adults with unresectable cutaneous melanoma who achieved stable disease (SD) or better after anti-PD-1 monotherapy and were retreated with anti-PD-1 monotherapy after ≥90-day gap. We determined overall survival and real-world tumor response. Results: For 21 eligible patients, from retreatment initiation, median follow-up was 14.4 months (range, 2.6-34.5); median overall survival was 30.0 months (95% CI: 14.4-not reached); 1-year survival was 100% (95% CI: 100-100%); 2-year survival was 83% (48-96%). Of 16 patients with recorded best real-world tumor response, ten (63%) responded (complete/partial response); three achieved SD; three had progressive disease. Conclusion: Patients with advanced melanoma achieving SD/better after first-course anti-PD-1 monotherapy may benefit from retreatment.
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Affiliation(s)
- Eric D Whitman
- Atlantic Melanoma Center, Atlantic Health System Cancer Care, 100 Madison Ave., Morristown, NJ 07960 USA
| | - Emilie Scherrer
- Merck & Co., Inc., 2000 Galloping Hill Rd, Kenilworth, NJ 07033 USA
| | - Wanmei Ou
- Merck & Co., Inc., 2000 Galloping Hill Rd, Kenilworth, NJ 07033 USA
| | - Clemens Krepler
- Merck & Co., Inc., 2000 Galloping Hill Rd, Kenilworth, NJ 07033 USA
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63
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Mehra R, Huang H, Seal B, Tse J, Shenolikar RA, Burudpakdee C. Real-world treatment patterns for patients with metastatic head and neck squamous cell carcinoma treated with immuno-oncology therapy. Head Neck 2020; 42:2030-2038. [PMID: 32149458 DOI: 10.1002/hed.26126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Revised: 02/06/2020] [Accepted: 02/20/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Real-world use of immuno-oncology (IO) therapies (nivolumab and pembrolizumab) in metastatic head and neck squamous cell carcinoma (mHNSCC) has not been well studied. METHODS mHNSCC patients treated with an IO therapy were identified from a large US claims database from 2016 to 2017. Treatment patterns before and after initiation of IO therapy (index date) were described. RESULTS Among 416 mHNSCC patients, 85% had ≥1 regimen prior to IO therapy. Ninety-seven percent of patients initiated IO as monotherapy and 3% initiated IO combined with another systemic treatment. One hundred seventeen (28%) patients had a subsequent regimen, usually chemotherapy (n = 58, 50%) or IO monotherapy (n = 27, 23%), of which 22 patients restarted the same IO therapy and 5 switched to another IO monotherapy. CONCLUSION The majority of mHNSCC patients initiated IO as a monotherapy. Approximately half of patients with a subsequent regimen received chemotherapy and one-fourth received IO monotherapy.
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Affiliation(s)
- Ranee Mehra
- University of Maryland Greenebaum Comprehensive Cancer Center, Baltimore, Maryland, USA
| | | | - Brian Seal
- AstraZeneca, Gaithersburg, Maryland, USA
| | - Jenny Tse
- IQVIA, Cambridge, Massachusetts, USA
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Pembrolizumab for Previously Treated, PD-L1-expressing Advanced NSCLC: Real-world Time on Treatment and Overall Survival. Clin Lung Cancer 2020; 21:e445-e455. [PMID: 32376116 DOI: 10.1016/j.cllc.2020.02.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 02/11/2020] [Accepted: 02/29/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors have been rapidly adopted for therapy of advanced non-small-cell lung cancer (aNSCLC) based on clinical trial findings. Our aim was to examine outcomes in United States oncology practice settings for patients prescribed pembrolizumab monotherapy for previously treated, programmed death ligand-1 (PD-L1)-expressing aNSCLC, thus clinically similar to patients in the KEYNOTE-010 trial. PATIENTS AND METHODS This retrospective observational study used a nationally representative database to identify adult patients with histologically confirmed aNSCLC and PD-L1 tumor proportion score (TPS) ≥ 1% previously treated with platinum-containing chemotherapy (and appropriate tyrosine kinase inhibitor if nonsquamous aNSCLC with EGFR/ALK genomic tumor aberration). Eligible patients initiated pembrolizumab monotherapy from January 1, 2016, to November 29, 2018; data cutoff was May 31, 2019. The Kaplan-Meier method was used to estimate real-world time on treatment (rwToT) and overall survival (OS). RESULTS The 349 eligible patients included 199 (57%) men; the median age was 68 years (range, 37-84 years); 70 (25%) of 278 patients with known performance status had Eastern Cooperative Oncology Group score ≥ 2. The median patient follow-up was 8.1 months (range, 1 day to 39.2 months). The median rwToT was 4.9 months (95% confidence interval [CI], 3.7-5.8 months) overall and 5.8 months (95% CI, 4.2-6.6 months) for the TPS ≥ 50% cohort (n = 218). The median OS was 13.8 months (95% CI, 11.0-16.5 months) and 16.5 months (95% CI, 13.7-22.0 months) overall and for TPS ≥ 50%, respectively; 12-month survival rates were 54% and 60%, respectively. CONCLUSION Patients treated at oncology practices with pembrolizumab monotherapy for previously treated PD-L1-expressing aNSCLC experienced rwToT and OS similar to treatment duration and OS in phase III clinical trial settings.
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Petrillo LA, El‐Jawahri A, Nipp RD, Lichtenstein MRL, Durbin SM, Reynolds KL, Greer JA, Temel JS, Gainor JF. Performance status and end‐of‐life care among adults with non–small cell lung cancer receiving immune checkpoint inhibitors. Cancer 2020; 126:2288-2295. [DOI: 10.1002/cncr.32782] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 01/16/2020] [Accepted: 01/30/2020] [Indexed: 01/05/2023]
Affiliation(s)
- Laura A. Petrillo
- Department of Medicine Division of Palliative Care and Geriatrics Massachusetts General Hospital Boston Massachusetts
- Harvard Medical School Boston Massachusetts
| | - Areej El‐Jawahri
- Harvard Medical School Boston Massachusetts
- Department of Medicine Division of Hematology and Oncology Massachusetts General Hospital Boston Massachusetts
| | - Ryan D. Nipp
- Harvard Medical School Boston Massachusetts
- Department of Medicine Division of Hematology and Oncology Massachusetts General Hospital Boston Massachusetts
| | - Morgan R. L. Lichtenstein
- Department of Medicine Division of Hematology and Oncology Columbia University Medical Center New York New York
| | | | - Kerry L. Reynolds
- Harvard Medical School Boston Massachusetts
- Department of Medicine Division of Hematology and Oncology Massachusetts General Hospital Boston Massachusetts
| | - Joseph A. Greer
- Harvard Medical School Boston Massachusetts
- Department of Psychiatry Massachusetts General Hospital Boston Massachusetts
| | - Jennifer S. Temel
- Harvard Medical School Boston Massachusetts
- Department of Medicine Division of Hematology and Oncology Massachusetts General Hospital Boston Massachusetts
| | - Justin F. Gainor
- Harvard Medical School Boston Massachusetts
- Department of Medicine Division of Hematology and Oncology Massachusetts General Hospital Boston Massachusetts
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Kehl KL, Hassett MJ, Schrag D. Patterns of care for older patients with stage IV non-small cell lung cancer in the immunotherapy era. Cancer Med 2020; 9:2019-2029. [PMID: 31989786 PMCID: PMC7064091 DOI: 10.1002/cam4.2854] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 12/19/2019] [Accepted: 01/05/2020] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Historically, older patients with advanced lung cancer have often received no systemic treatment. Immunotherapy has improved outcomes in clinical trials, but its dissemination and implementation at the population level is not well-understood. METHODS A retrospective cohort study of patients with stage IV non-small cell lung cancer (NSCLC) diagnosed age 66 or older from 2012 to 2015 was conducted using SEER-Medicare. Treatment patterns within one year of diagnosis were ascertained. Outcomes included delivery of (a) any systemic therapy; (b) any second-line infusional therapy, following first-line infusional therapy; and (c) any second-line immunotherapy, following first-line infusional therapy. Trends in care patterns associated with second-line immunotherapy approvals in 2015 were assessed using generalized additive models. Sociodemographic and clinical predictors of treatment were explored using logistic regression. RESULTS Among 10 303 patients, 5173 (50.2%) received first-line systemic therapy, with little change between the years 2012 (47.5%) and 2015 (50.3%). Among 3943 patients completing first-line infusional therapy, the proportion starting second-line infusional treatment remained stable from 2012 (30.5%) through 2014 (32.9%), before increasing in 2015 (42.4%) concurrent with second-line immunotherapy approvals. Factors associated with decreased utilization of any therapy included age, black race, Medicaid eligibility, residence in a high-poverty area, nonadenocarcinoma histology, and comorbidity; factors associated with increased utilization of any therapy included Asian race and Hispanic ethnicity. Among patients who received first-line infusional therapy, factors associated with decreased utilization of second-line infusional therapy included age, Medicaid eligibility, nonadenocarcinoma histology, and comorbidity; Asian race was associated with increased utilization of second-line infusional therapy. CONCLUSION United States Food and Drug Administration (FDA) approvals of immunotherapy for the second-line treatment of advanced NSCLC in 2015 were associated with increased rates of any second-line treatment, but disparities based on social determinants of health persisted.
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MESH Headings
- Aged
- Aged, 80 and over
- Antineoplastic Agents, Immunological/administration & dosage
- Antineoplastic Agents, Immunological/standards
- Antineoplastic Combined Chemotherapy Protocols/administration & dosage
- Antineoplastic Combined Chemotherapy Protocols/standards
- Carcinoma, Non-Small-Cell Lung/diagnosis
- Carcinoma, Non-Small-Cell Lung/drug therapy
- Carcinoma, Non-Small-Cell Lung/immunology
- Carcinoma, Non-Small-Cell Lung/mortality
- Drug Approval
- Female
- Humans
- Infusions, Intravenous
- Lung/immunology
- Lung/pathology
- Lung Neoplasms/diagnosis
- Lung Neoplasms/drug therapy
- Lung Neoplasms/immunology
- Lung Neoplasms/mortality
- Male
- Medicare/statistics & numerical data
- Neoplasm Staging
- Practice Patterns, Physicians'/standards
- Practice Patterns, Physicians'/statistics & numerical data
- Practice Patterns, Physicians'/trends
- Retrospective Studies
- SEER Program/statistics & numerical data
- United States/epidemiology
- United States Food and Drug Administration/standards
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Affiliation(s)
- Kenneth L. Kehl
- Division of Population SciencesDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
| | - Michael J. Hassett
- Division of Population SciencesDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
| | - Deborah Schrag
- Division of Population SciencesDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
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Real-World Dosing Patterns and Outcomes of Patients With Metastatic Pancreatic Cancer Treated With a Liposomal Irinotecan Regimen in the United States. Pancreas 2020; 49:193-200. [PMID: 32011529 PMCID: PMC7028474 DOI: 10.1097/mpa.0000000000001479] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
OBJECTIVES Liposomal irinotecan (nal-IRI) is a topoisomerase inhibitor proven to improve survival in metastatic pancreatic cancer (mPC). This study describes real-world characteristics of patients treated with nal-IRI for mPC. METHODS Patients 18 years or older diagnosed with stage IV mPC and treated with nal-IRI were selected retrospectively from a deidentified electronic health record database of more than 2 million US cancer patients. Demographics, clinical and dosing characteristics, and treatment outcomes were collected. RESULTS Of 257 total patients, 145 (57%) received nal-IRI as first- or second-line therapy. Median nal-IRI treatment duration was 51 days, longer when nal-IRI was used as first/second versus as third-line therapy or later (62 vs 44.5 days). Seventy patients (27.2%) experienced dose modification. Median time to treatment discontinuation was 2.3 versus 1.6 months for first-/second- versus third-line therapy or later, respectively. Median overall survival from nal-IRI initiation was 5.6 versus 4.1 months for first-/second- versus third-line therapy or later, respectively. Prior irinotecan treatment, baseline serum albumin less than 40 g/L, and baseline neutrophil-to-lymphocyte ratio greater than 5 were associated with reduced overall survival. CONCLUSIONS This is the first large US study of real-world US mPC patients treated with nal-IRI. These results, comparable to the NAPOLI-1 trial, can help inform future studies and the efficacy of nal-IRI in mPC therapy.
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68
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Huntington SF, Davidoff AJ, Gross CP. Precision Medicine in Oncology II: Economics of Targeted Agents and Immuno-Oncology Drugs. J Clin Oncol 2019; 38:351-358. [PMID: 31804866 DOI: 10.1200/jco.19.01573] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
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69
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Velcheti V, Chandwani S, Chen X, Pietanza MC, Piperdi B, Burke T. Outcomes of first-line pembrolizumab monotherapy for PD-L1-positive (TPS ≥50%) metastatic NSCLC at US oncology practices. Immunotherapy 2019; 11:1541-1554. [PMID: 31774363 DOI: 10.2217/imt-2019-0177] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Aim: To determine real-world outcomes with first-line pembrolizumab monotherapy for metastatic non-small-cell lung cancer with PD-L1 tumor expression ≥50%. Methods: This retrospective study included adults with ECOG 0-1 initiating first-line pembrolizumab monotherapy on/after 24 October 2016 (EHR cohort) or from 1 December 2016 through 30 November 2017 (spotlight cohort) with ≥6-month follow-up. We estimated Kaplan-Meier overall survival (OS, both cohorts), and, for spotlight, real-world progression-free survival (rwPFS) by Kaplan-Meier and real-world tumor response (rwTR). Results: For 423 patients in the EHR cohort and 188 in spotlight, median OS was 18.9 months (95% CI: 14.9-25.5) and 19.1 months (12.6-not reached), respectively. For spotlight, median rwPFS was 6.8 months (5.3-8.1); rwTR of complete/partial response was 48% (41-56%). Conclusion: Observed OS, rwPFS and rwTR were consistent with clinical trial findings.
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Affiliation(s)
- Vamsidhar Velcheti
- NYU Langone, Perlmutter Cancer Center, 160 E 34th St, New York, NY 10016, USA
| | - Sheenu Chandwani
- Merck & Co., Inc., 2000 Galloping Hill Rd., Kenilworth, NJ 07033, USA
| | - Xin Chen
- Merck & Co., Inc., 2000 Galloping Hill Rd., Kenilworth, NJ 07033, USA
| | | | - Bilal Piperdi
- Merck & Co., Inc., 2000 Galloping Hill Rd., Kenilworth, NJ 07033, USA
| | - Thomas Burke
- Merck & Co., Inc., 2000 Galloping Hill Rd., Kenilworth, NJ 07033, USA
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70
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Parikh RB, Adamson BJS, Khozin S, Galsky MD, Baxi SS, Cohen A, Mamtani R. Association Between FDA Label Restriction and Immunotherapy and Chemotherapy Use in Bladder Cancer. JAMA 2019; 322:1209-1211. [PMID: 31550019 PMCID: PMC6763996 DOI: 10.1001/jama.2019.10650] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 06/28/2019] [Indexed: 12/26/2022]
Affiliation(s)
- Ravi B. Parikh
- Abramson Cancer Center, University of Pennsylvania, Philadelphia
| | | | - Sean Khozin
- US Food and Drug Administration, Silver Spring, Maryland
| | - Matthew D. Galsky
- Tisch Cancer Institute, Icahn School of Medicine, New York, New York
| | | | | | - Ronac Mamtani
- Abramson Cancer Center, University of Pennsylvania, Philadelphia
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71
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Simeone JC, Nordstrom BL, Patel K, Klein AB. Treatment patterns and overall survival in metastatic non-small-cell lung cancer in a real-world, US setting. Future Oncol 2019; 15:3491-3502. [PMID: 31497994 DOI: 10.2217/fon-2019-0348] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Aim: To conduct a retrospective analysis of electronic medical record data to understand real-world treatment patterns and overall survival (OS) in patients with metastatic non-small-cell lung cancer (NSCLC). Materials & methods: We included n = 9656 adults (≥18 years) with metastatic NSCLC and no prior therapy. Data from 1 January 2013 to 31 January 2017 were analyzed. Results: Carboplatin plus paclitaxel was the most common first-line therapy (18.6%), and nivolumab was the most common second- (31.0%) and third-line (38.4%) therapy; 26.7% of all patients were untreated. Median OS from initial metastatic diagnosis was 11.1 months (95% CI: 10.8-11.5). Second-line immunotherapy extended OS by over 3 months versus second-line chemotherapy. Conclusion: Platinum-based therapy was the most common first-line therapy, and immunotherapy was the most common second- and third-line therapy. Median OS of patients with metastatic NSCLC was <1 year.
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Affiliation(s)
| | | | | | - Alyssa B Klein
- Oncology Business Unit, AstraZeneca, Gaithersburg, MD 20878, USA
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72
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Myocarditis following the use of different immune checkpoint inhibitor regimens: A real-world analysis of post-marketing surveillance data. Int Immunopharmacol 2019; 76:105866. [PMID: 31491729 DOI: 10.1016/j.intimp.2019.105866] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Revised: 08/20/2019] [Accepted: 08/26/2019] [Indexed: 01/06/2023]
Abstract
BACKGROUNDS Although myocarditis has been reported in patients treated with immune checkpoint inhibitors (ICIs), there are few real-world studies to compare the occurrences and characteristics of myocarditis after different ICI regimens. METHODS Disproportionality analysis and Bayesian analysis were utilized for data mining of the suspected adverse events of myocarditis after ICIs use based on the Food and Drug Administration's Adverse Event Reporting System (FAERS) from January 2004 to June 2018. The times to onset and fatality rates of myocarditis following different ICI regimens were also compared. RESULTS A total of 315 reports of myocarditis adverse events were identified with ICIs. Among 6 ICI monotherapies, avelumab had the highest association with myocarditis based on the highest reporting odds ratio (ROR = 42.65, 95% two-sided CI = 15.86-114.72), proportional reporting ratio (PRR = 42.61, χ2 = 159.63) and empirical Bayes geometric mean (EBGM = 41.87, 95% one-sided CI = 15.57). The combination therapies of ipilimumab plus pembrolizumab or nivolumab had higher RORs, PRRs and EBGMs than did pembrolizumab or nivolumab monotherapy. Myocarditis associated with the ipilimumab plus nivolumab treatment appeared to have earlier onset (16.5 [IQR 14-29.75] days vs 32 [IQR 16-77] days, p<0.01) and higher fatality rate (65.75% vs 50.40%, p<0.05) than that associated with nivolumab monotherapy. CONCLUSIONS Analysis of FAERS data provides more precise profile on the occurrences and characteristics of myocarditis after different ICI regimens. The findings support continued surveillance, risk factor identification, and comparative studies.
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73
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Nogueira LM, Yabroff KR, Siegel RL, Jemal A. Data challenges for evaluating new treatments. Cancer 2019; 125:2528-2531. [PMID: 31095739 DOI: 10.1002/cncr.32157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 03/20/2019] [Accepted: 03/23/2019] [Indexed: 11/07/2022]
Affiliation(s)
- Leticia M Nogueira
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - K Robin Yabroff
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - Rebecca L Siegel
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - Ahmedin Jemal
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
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Meng J, Liu Y, Guan S, Fan S, Zhou J, Zhang M, Liang C. The establishment of immune infiltration based novel recurrence predicting nomogram in prostate cancer. Cancer Med 2019; 8:5202-5213. [PMID: 31355524 PMCID: PMC6718526 DOI: 10.1002/cam4.2433] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 07/09/2019] [Accepted: 07/10/2019] [Indexed: 12/29/2022] Open
Abstract
Prostate cancer (PCa), a severe health burden for males, accounts for the second frequent cancer and fifth tumor specific death cancer around the world. Several studies on tumor-infiltrating immune cells (TIICs) have shown inconsistent and controversial results to PCa. We downloaded a gene expression matrix and clinical information from TCGA, and CIBERSORT was used to identify the proportion of TIICs. Wilcoxon's Sign Rank Test evaluated different gene expression levels in PCa and normal tissues. Kaplan-Meier curves were used to evaluate the associations of TIICs and recurrence-free survival (RFS). Finally, based on the preset P-value of .05, the distribution of TIICs in 73 PCa tissues and 11 normal tissues was illustrated. Activated CD4+ T cells and M0 macrophages account for a high proportion in PCa tissues, while neutrophils and monocytes were found at a high density in normal tissues. Further results showed that the density of plasma cells, Treg cells and resting mast cells were associated with advanced PCa. Additionally, M2 macrophages affected the RFS of PCa patients, and AR was also involved. In the current study, we first evaluated the immune infiltration among PCa and revealed that M2 macrophages could predict the prognosis of PCa patients. Meanwhile, based on the LASSO regression analysis, we established a novel nomogram to assess the recurrence risk of PCa based on immune cell proportions and clinical features.
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Affiliation(s)
- Jialin Meng
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Institute of Urology, Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Yi Liu
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Institute of Urology, Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Shiyang Guan
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China
| | - Song Fan
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Institute of Urology, Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Jun Zhou
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Institute of Urology, Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Meng Zhang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Institute of Urology, Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
| | - Chaozhao Liang
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.,Institute of Urology, Anhui Medical University, Hefei, China.,Anhui Province Key Laboratory of Genitourinary Diseases, Anhui Medical University, Hefei, China
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75
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Liu FX, Ou W, Diede SJ, Whitman ED. Real-world experience with pembrolizumab in patients with advanced melanoma: A large retrospective observational study. Medicine (Baltimore) 2019; 98:e16542. [PMID: 31348273 PMCID: PMC6709121 DOI: 10.1097/md.0000000000016542] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Pembrolizumab has been approved in the United States for treating advanced melanoma for >4 years. We examined real-world pembrolizumab use and associated outcomes in US oncology clinical practices, including patients who would not be eligible for clinical trials.Flatiron Health longitudinal database was used to identify adult patients with advanced melanoma initiating ≥1 dose of pembrolizumab from September 4, 2014, through December 31, 2016, with follow-up through December 31, 2017. Patients in any clinical trial during the study period were excluded. Overall survival (OS) and time on treatment from pembrolizumab initiation were analyzed using the Kaplan-Meier (KM) method. Subgroup analyses were conducted to examine OS for several patient characteristics including Eastern Cooperative Oncology Group (ECOG) performance status >1, brain metastases, and corticosteroids before pembrolizumab initiation.Pembrolizumab was administered to 315 (59%), 152 (29%), and 65 (12%) patients as first-, second-, and third-line/later therapy. Median age at pembrolizumab initiation was 68 years (range, 18-84); most patients were male (66%) and white (94%). Of those with available data, 38% had BRAF-mutant melanoma, 21% had elevated lactate dehydrogenase (LDH) level, and 23% had ECOG >1. Overall, 18% had brain metastases, and 23% were prescribed corticosteroids <3 months before initiating pembrolizumab. Median study follow-up was 12.9 months (range, 0.03-39.6). Median OS was 21.8 months (95% confidence interval [CI] 16.8-29.1); KM 1-year and 2-year survival rates were 61% and 48%, respectively; and median time on pembrolizumab treatment was 4.9 months (95% CI 3.7-5.5). Median OS for first-line pembrolizumab was not reached, and for second-line and third-line/later was 13.9 and 12.5 months, respectively (log-rank P = .0095). Significantly better OS (all P ≤.0014, log-rank test) was evident for patients with ECOG performance status (PS) of 0 to 1 (vs >1), normal (vs elevated) LDH level, and no (vs yes) corticosteroid prescription <3 months before. No difference was recorded in OS by brain metastases (log-rank P = .22) or BRAF mutation status (log-rank P = .90).These findings support effectiveness of pembrolizumab in the real-world clinical setting and provide important insights into patient characteristics and outcomes associated with pembrolizumab therapy for a heterogeneous patient population with advanced melanoma, including patients who would not be eligible for clinical trials.
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Affiliation(s)
| | | | | | - Eric D. Whitman
- Atlantic Melanoma Center, Atlantic Health System Cancer Care, Morristown, NJ
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76
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Norden AD, Korytowsky B, You M, Kim Le T, Dastani H, Bobiak S, Singh P. A Real-World Claims Analysis of Costs and Patterns of Care in Treated Patients with Glioblastoma Multiforme in the United States. J Manag Care Spec Pharm 2019; 25:428-436. [PMID: 30917077 PMCID: PMC10398322 DOI: 10.18553/jmcp.2019.25.4.428] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Patients with glioblastoma multiforme (GBM) have a poor prognosis and high likelihood of recurrence. Routine care for incident cases in the United States involves surgical resection, followed by radiation therapy (RT) with concurrent and adjuvant temozolomide. Real-world data reporting the treatments and health care burden associated with GBM are limited. OBJECTIVE To assess patterns of care, health care resource utilization (HCRU), and costs associated with treatment of GBM in the United States. METHODS This study is a retrospective claims database analysis. Adult patients with a GBM diagnosis (index date) between January 1, 2010, and June 30, 2016, who had undergone brain surgery within 90 days of the index date, had received temozolomide and/or RT up to 90 days after index date, and had at least 6 months of continuous enrollment before the index date, were identified. Patients were excluded if they had (a) another primary cancer within 6 months pre-index, (b) secondary brain metastases, or (c) received temozolomide and/or RT pre-index. Baseline characteristics, treatments, HCRU, and costs were reported. First-line therapy began upon first receipt of RT and/or temozolomide after index date; second-line therapy began when a new drug was added > 28 days after initiation of first-line therapy or when there was a treatment gap > 90 days. Treatment regimens, duration of treatment (corrected group prognosis method), HCRU, and costs were reported descriptively in the 0- to 6-month and 7- to 12-month periods following initiation of first-line and second-line therapy. RESULTS Baseline characteristics were comparable between patients receiving temozolomide and/or RT. Patients receiving RT without chemotherapy tended to be older, be retired, and have more baseline comorbidities. Of the 4,071 patients receiving first-line therapy for GBM, most (73.0%) received temozolomide + RT; 24.4% received RT; and 2.5% received temozolomide monotherapy. Of those receiving first-line therapy, 1,283 (31.5%) patients subsequently received second-line therapy: 39.4% received bevacizumab monotherapy; 28.9% received bevacizumab combination therapy (temozolomide, 45.2% of patients; irinotecan, 24.3%; and temozolomide + lomustine, 15.4%); 15.5% received temozolomide monotherapy; and 13.7% received other systemic cancer therapies. The proportion of patients with hospitalizations increased from 2.9% (4-6 months pre-index) to 20.8% in the 3 months before the index date (likely due to diagnostic procedures) and 28.1% in the first 6 months after index (likely due to surgery) and then decreased to 13.3% in the 7- to 12-month period after index. Mean total per-patient costs at 6 and 12 months were $117,325 and $162,550 (first line) and $126,128 and $243,833 (second line). Costs in all time periods were largely driven by costs of RT/systemic cancer therapy. CONCLUSIONS Most patients with newly diagnosed GBM received treatment according to recommendations. However, relatively few patients received second-line therapy, and the HCRU burden and costs associated with both lines of therapy were substantial. Novel therapies for GBM are required to improve treatment options and outcomes in these patients. DISCLOSURES This study was funded by Bristol-Myers Squibb (Princeton Pike, NJ). Neither honoraria nor payments were provided for authorship. Norden received consultancy fees relating to this study from Bristol-Myers Squibb. Dastani, Korytowsky, Le, Singh, and You are employees of Bristol-Myers Squibb. Dastani and Korytowsky are shareholders of Bristol-Myers Squibb. Bobiak was an employee of Bristol-Myers Squibb at the time of this study. Preliminary data from this study were previously presented at the International Society for Pharmacoeconomics and Outcomes Research 22nd Annual International Meeting in Boston, MA, May 20-24, 2017.
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Affiliation(s)
- Andrew D Norden
- 1 Dana-Farber/Brigham and Women's Cancer Center, Boston, Massachusetts
| | | | - Min You
- 2 Bristol-Myers Squibb, Princeton, New Jersey
| | - T Kim Le
- 2 Bristol-Myers Squibb, Princeton, New Jersey
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77
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Rashdan S, Gerber DE. Immunotherapy for non-small cell lung cancer: from clinical trials to real-world practice. Transl Lung Cancer Res 2019; 8:202-207. [PMID: 31367533 DOI: 10.21037/tlcr.2018.09.15] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Sawsan Rashdan
- Division of Hematology-Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - David E Gerber
- Division of Hematology-Oncology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Clinical Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
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Haslam A, Prasad V. Estimation of the Percentage of US Patients With Cancer Who Are Eligible for and Respond to Checkpoint Inhibitor Immunotherapy Drugs. JAMA Netw Open 2019; 2:e192535. [PMID: 31050774 PMCID: PMC6503493 DOI: 10.1001/jamanetworkopen.2019.2535] [Citation(s) in RCA: 949] [Impact Index Per Article: 158.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Accepted: 03/02/2019] [Indexed: 12/16/2022] Open
Abstract
Importance Immunotherapy checkpoint inhibitors have generated considerable interest because of durable responses in a number of hitherto intractable tumor types. Objective To estimate the percentage of patients with cancer in the United States who are eligible for and respond to checkpoint inhibitor drugs approved for oncology indications by the US Food and Drug Administration (FDA). Design, Setting, and Participants Retrospective cross-sectional study performed from June 2018 through October 2018 using publicly available data to determine (1) demographic characteristics of patients with advanced or metastatic cancer, (2) FDA data on checkpoint inhibitors approved from January 2011 through August 2018, (3) measures of response from drug labels, and (4) published reports estimating the frequency of various inclusion criteria. Main Outcomes and Measures The estimated percentages of US patients with cancer who are eligible for and who respond to immunotherapy checkpoint inhibitor drugs, by year. Results Six checkpoint inhibitor drugs were approved for 14 indications between March 25, 2011, and August 17, 2018. The estimated percentage of patients with cancer who were eligible for checkpoint inhibitor drugs increased from 1.54% (95% CI, 1.51%-1.57%) in 2011 to 43.63% (95% CI, 43.51%-43.75%) in 2018. The percentage of patients with cancer estimated to respond to checkpoint inhibitor drugs was 0.14% (95% CI, 0.13%-0.15%) in 2011 when ipilimumab was approved for unresectable or metastatic melanoma and increased to 5.86% (95% CI, 5.80%-5.92%) by 2015. By 2018, the estimated percentage of responders increased to 12.46% (95% CI, 12.37%-12.54%). Conclusions and Relevance The estimated percentages of patients who are eligible for and who respond to checkpoint inhibitor drugs are higher than reported estimates for drugs approved for genome-driven oncology but remain modest. Future research should explore biomarkers to maximize the benefit of immunotherapy among patients receiving it.
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Affiliation(s)
- Alyson Haslam
- Knight Cancer Institute, Oregon Health & Science University, Portland
| | - Vinay Prasad
- Division of Hematology Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland
- Department of Public Health and Preventive Medicine, Oregon Health & Science University, Portland
- Center for Health Care Ethics, Oregon Health & Science University, Portland
- Division of General Medicine, Department of Medicine, Oregon Health & Science University, Portland
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79
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Skydel JJ, Luxkaranayagam AT, Dhruva SS, Ross JS, Wallach JD. Analysis of Postapproval Clinical Trials of Therapeutics Approved by the US Food and Drug Administration Without Clinical Postmarketing Requirements or Commitments. JAMA Netw Open 2019; 2:e193410. [PMID: 31074812 PMCID: PMC6512282 DOI: 10.1001/jamanetworkopen.2019.3410] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Accepted: 03/18/2019] [Indexed: 12/18/2022] Open
Abstract
Importance The US Food and Drug Administration (FDA) can use postmarketing requirements to mandate pharmaceutical companies to conduct clinical trials after the approval of novel therapeutics. Pharmaceutical companies can also agree to conduct nonmandated clinical trials as postmarketing commitments. However, when therapeutics are approved by the FDA without postmarketing requirements or postmarketing commitments, it is not well known how often pharmaceutical companies voluntarily conduct trials and report results monitoring safety or efficacy after approval. Objective To characterize postapproval clinical trials sponsored by pharmaceutical companies of therapeutics initially approved by the FDA without clinical postmarketing requirements or commitments. Design, Setting, and Participants This cross-sectional analysis included postapproval clinical trials conducted with at least 1 site in the United States sponsored by pharmaceutical companies of therapeutics first approved by the FDA from 2009 through 2012. Analyses were conducted June 11, 2018, to November 30, 2018. Main Outcomes and Measures Postapproval clinical trials registered on ClinicalTrials.gov generating safety or efficacy data, characteristics including whether trials focused on approved or unapproved indications, study design elements, and rates of study completion and results reporting. Results From 2009 through 2012, the FDA approved 110 novel therapeutics for 120 indications, of which 37 novel therapeutics for 39 indications did not have postmarketing requirements or commitments for new clinical studies at the time of first approval. For 31 therapeutics (83.8%), there were 600 postapproval clinical trials sponsored by pharmaceutical companies. Most trials investigated therapeutics for new indications (363 [60.5%]) or expanded populations of the originally indicated disease (122 [20.3%]). Trials were often small (median [interquartile range] enrollment, 44 [21-131] participants), nonrandomized (359 [59.8%]), unblinded (455 [75.8%]), and lacked comparators (381 [63.5%]). Approximately half of the trials (311 [51.8%]) assessed at least 1 clinical outcome. Of 300 terminated or completed trials, 204 trials (68.0%) had reported results on ClinicalTrials.gov a median (interquartile range) 16 (13-25) months after their primary completion date. For the 96 trials (32.0%) without reported results, a median (interquartile range) 35 (13-62) months had passed since their primary completion date. Conclusions and Relevance Pharmaceutical companies frequently conducted clinical trials after approval, even when there were no clinical postmarketing requirements or commitments at approval. However, most of these trials evaluated new indications or expanded patient populations rather than monitored approved uses, and nearly half of the trials remained incomplete more than 5 years after original therapeutic approval.
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Affiliation(s)
| | | | - Sanket S. Dhruva
- Department of Medicine, UCSF School of Medicine, University of California, San Francisco
- Section of Cardiology, San Francisco Veterans Affairs Health Care System, San Francisco, California
| | - Joseph S. Ross
- Section of General Internal Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
- Department of Health Policy and Management, Yale University School of Public Health, New Haven, Connecticut
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut
| | - Joshua D. Wallach
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut
- Collaboration for Research Integrity and Transparency, Yale Law School, New Haven, Connecticut
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80
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Schwartzberg L, Korytowsky B, Penrod JR, Zhang Y, Le TK, Batenchuk C, Krug L. Real-World Clinical Impact of Immune Checkpoint Inhibitors in Patients With Advanced/Metastatic Non-Small Cell Lung Cancer After Platinum Chemotherapy. Clin Lung Cancer 2019; 20:287-296.e4. [PMID: 31130450 DOI: 10.1016/j.cllc.2019.04.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 03/05/2019] [Accepted: 04/12/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND The real-world effect of anti-programmed death ligand 1 (PD-L1) therapies is unclear. We compared US patients who received second-line therapy for non-small-cell lung cancer (NSCLC) before and shortly after US Food and Drug Administration (FDA) approval of PD-L1 inhibitors. PATIENTS AND METHODS Patients in the Flatiron Health database (≥18 years; received first-line platinum therapy for advanced/metastatic NSCLC; ≥6 months of follow-up) were assessed before ("historical": January 1, 2011 to December 31, 2013) and after ("current": January 1, 2015 to May 31, 2017) FDA approval of anti-PD-L1 therapies for NSCLC. Index was start of second-line therapy. Baseline variables, treatment patterns, and overall survival (OS) were reported. RESULTS A greater proportion of patients in the current cohort received second-line treatment than in the historical cohort (n = 4240 [57.0%] vs. n = 2357 [37.4%]); 48.8% [n = 2071] of the current second-line patients received anti-PD-L1 therapy. Current patients were more likely to receive second-line anti-PD-L1 therapy if they had poorer Eastern Cooperative Oncology Group (ECOG) performance status (≥2), had squamous histology, or had no epidermal growth factor receptor (EGFR), anaplastic lymphoma kinase (ALK), or ROS proto-oncogene 1 mutations. Median OS from index was higher in the current cohort (9.4 [95% confidence interval (CI), 8.9-9.9] months) than the historical cohort (7.3 [95% CI, 6.9-7.8] months). Adjusted for sex, race, ECOG performance status, disease stage, and Kirsten rat sarcoma viral oncogene homolog, EGFR, and ALK status, OS was improved by 15% in the current cohort. CONCLUSION Contemporary patients are more likely to receive second-line therapy and have longer OS than patients who received care before approval of anti-PD-L1 therapies.
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Affiliation(s)
- Lee Schwartzberg
- The University of Tennessee Health Science Center, and West Cancer Center, Memphis, TN.
| | | | | | | | - T Kim Le
- Bristol-Myers Squibb, Lawrenceville, NJ
| | | | - Lee Krug
- Bristol-Myers Squibb, Lawrenceville, NJ
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81
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Liu Q, Ramamoorthy A, Huang SM. Real-World Data and Clinical Pharmacology: A Regulatory Science Perspective. Clin Pharmacol Ther 2019; 106:67-71. [PMID: 30964944 DOI: 10.1002/cpt.1413] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 02/19/2019] [Indexed: 01/05/2023]
Affiliation(s)
- Qi Liu
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research (CDER), US Food and Drug Administration (FDA), Silver Spring, Maryland, USA
| | - Anuradha Ramamoorthy
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research (CDER), US Food and Drug Administration (FDA), Silver Spring, Maryland, USA
| | - Shiew-Mei Huang
- Office of Clinical Pharmacology, Office of Translational Sciences, Center for Drug Evaluation and Research (CDER), US Food and Drug Administration (FDA), Silver Spring, Maryland, USA
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82
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Muchnik E, Loh KP, Strawderman M, Magnuson A, Mohile SG, Estrah V, Maggiore RJ. Immune Checkpoint Inhibitors in Real-World Treatment of Older Adults with Non-Small Cell Lung Cancer. J Am Geriatr Soc 2019; 67:905-912. [PMID: 30698276 DOI: 10.1111/jgs.15750] [Citation(s) in RCA: 86] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 11/08/2018] [Accepted: 12/12/2018] [Indexed: 12/26/2022]
Abstract
OBJECTIVE To evaluate the efficacy and toxicity of immune checkpoint inhibitors (ICIs) in older patients with advanced non-small cell lung cancer (NSCLC) seen in routine clinical practice. DESIGN Retrospective study. SETTING Single academic institution and its affiliated centers. PARTICIPANTS Patients 70 years or older with advanced-stage NSCLC seen between April 1, 2015, and April 1, 2017, and treated with ICIs. MEASUREMENTS Efficacy data included overall survival (OS) and time to treatment failure (TTF), stratified by age, comorbidities (Charlson Comorbidity Index [CCI]), and Eastern Cooperative Oncology Group Performance Status (ECOG PS), and estimated using the Kaplan-Meier method and log-rank test. Toxicity data included immune-related adverse events (irAEs), need for glucocorticoids, and hospitalization. The associations of toxicity with age, CCI, and ECOG PS were evaluated using the exact χ2 test or Fisher exact test. RESULTS We included 75 patients (median age: 74 y; range, 70-92 y); 53% had a CCI of 3 or higher; 49% had ECOG PS of 2 or higher. Median OS for the whole cohort was 8.2 months (ECOG PS 0-1 vs ≥2: 13.7 vs 3.8 mo; p < .01). Median TTF was 4.2 months (ECOG PS 0-1 vs ≥2: 5.6 vs 2.0 mo; p = .02). Overall, 37% of patients experienced irAE of any grade (a total of 37 events); 8% were grade 3 or higher (no ICI-related deaths). Of those who discontinued ICIs (N = 64), 15% were due to irAEs. Of those who experienced irAEs, 64% required glucocorticoids. Hospitalizations during ICI treatment occurred in 72%. Toxicity generally did not differ by age, CCI, or ECOG PS. CONCLUSIONS Outcomes in our cohort were driven by ECOG PS rather than chronological age or comorbidities. The relatively high rates of ICI discontinuation, use of glucocorticoids, and hospitalization during ICI treatment in our study highlight the vulnerability of older adults with advanced NSCLC even in the immunotherapy era. J Am Geriatr Soc 67:905-912, 2019.
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Affiliation(s)
- Eugene Muchnik
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Kah Poh Loh
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Myla Strawderman
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Allison Magnuson
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Supriya G Mohile
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
| | - Vered Estrah
- Mackenzie Health, Richmond Hill, Ontario, Canada
| | - Ronald J Maggiore
- James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York
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83
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Parikh RB, Gdowski A, Patt DA, Hertler A, Mermel C, Bekelman JE. Using Big Data and Predictive Analytics to Determine Patient Risk in Oncology. Am Soc Clin Oncol Educ Book 2019; 39:e53-e58. [PMID: 31099672 DOI: 10.1200/edbk_238891] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Big data and predictive analytics have immense potential to improve risk stratification, particularly in data-rich fields like oncology. This article reviews the literature published on use cases and challenges in applying predictive analytics to improve risk stratification in oncology. We characterized evidence-based use cases of predictive analytics in oncology into three distinct fields: (1) population health management, (2) radiomics, and (3) pathology. We then highlight promising future use cases of predictive analytics in clinical decision support and genomic risk stratification. We conclude by describing challenges in the future applications of big data in oncology, namely (1) difficulties in acquisition of comprehensive data and endpoints, (2) the lack of prospective validation of predictive tools, and (3) the risk of automating bias in observational datasets. If such challenges can be overcome, computational techniques for clinical risk stratification will in short order improve clinical risk stratification for patients with cancer.
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Affiliation(s)
- Ravi B Parikh
- 1 Penn Center for Cancer Care Innovation at the Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
- 2 Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA
| | - Andrew Gdowski
- 3 Dell Medical School at The University of Texas at Austin, Austin, TX
| | - Debra A Patt
- 3 Dell Medical School at The University of Texas at Austin, Austin, TX
- 4 Texas Oncology, Dallas, TX
| | | | | | - Justin E Bekelman
- 1 Penn Center for Cancer Care Innovation at the Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
- 2 Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA
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Lacey J, Lomax AJ, McNeil C, Marthick M, Levy D, Kao S, Nielsen T, Dhillon HM. A supportive care intervention for people with metastatic melanoma being treated with immunotherapy: a pilot study assessing feasibility, perceived benefit, and acceptability. Support Care Cancer 2018; 27:1497-1507. [PMID: 30392112 DOI: 10.1007/s00520-018-4524-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 10/19/2018] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Increasing numbers of metastatic melanoma (MM) patients are receiving immunotherapy treatment, including pembrolizumab, and the impact on their well-being is underexplored. OBJECTIVES To assess the feasibility of a multimodal supportive care program to MM patients being treated with pembrolizumab. METHODS This pre-post-test feasibility cohort study recruited MM participants treated with pembrolizumab: (i) supportive care intervention with usual care and (ii) usual care. The intervention comprised comprehensive medical assessment by supportive care physician (SCP), exercise physiologist (EP), and dietitian then a tailored supportive care program. Programs included exercise, dietary advice, non-invasive complementary therapies, and psychology consultation. Outcome measures included adherence, patient-reported symptoms, anxiety and depression, and toxicity. Descriptive data are reported. RESULTS We recruited 28 participants: 13 intervention and 15 control; three did not complete the study. Most were male, with median age 66 (range 42-85) years. All intervention participants completed baseline assessments with SCP, EP, and dietitian. Two missed follow-up with EP or dietitian. Symptoms most troubling at baseline were as follows: fatigue (n = 6), sleep (n = 6), general aches and pains (n = 5), and memory (n = 4). All intervention participants were prescribed 16 exercise sessions; 8 (50%) completed all; overall exercise adherence was 85%. Integrative therapies were accessed by 85% (11) participants. Immunotherapy-related adverse event rates were low and SCP consultation identified symptoms not captured by CTCAE 4.0. CONCLUSIONS A holistic supportive care intervention tailored to individual needs is feasible. The symptom burden in MM patients was low. Further investigation of the intervention is warranted, focused on populations with higher symptom burden to improve outcomes.
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Affiliation(s)
- Judith Lacey
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia.
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia.
| | - Anna J Lomax
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia
| | - Catriona McNeil
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Michael Marthick
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia
| | - David Levy
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia
- Centre for Medical Psychology and Evidence-Based Decision-Making, School of Psychology, University of Sydney, Sydney, NSW, Australia
| | - Steven Kao
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Theresa Nielsen
- Chris O'Brien Lifehouse Comprehensive Cancer Centre, Missenden Rd, Camperdown, NSW, Australia
| | - Haryana M Dhillon
- Centre for Medical Psychology and Evidence-Based Decision-Making, School of Psychology, University of Sydney, Sydney, NSW, Australia
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85
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Bischof JJ, Presley CJ, Caterino JM. Addressing New Diagnostic and Treatment Challenges Associated With a New Age of Cancer Treatment. Ann Emerg Med 2018; 73:88-90. [PMID: 30243546 DOI: 10.1016/j.annemergmed.2018.08.421] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Indexed: 01/04/2023]
Affiliation(s)
- Jason J Bischof
- Department of Emergency Medicine, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Carolyn J Presley
- Department of Internal Medicine, Division of Medical Oncology, Ohio State University Comprehensive Cancer Center, The Ohio State University, Columbus, OH
| | - Jeffrey M Caterino
- Department of Emergency Medicine, Ohio State University Wexner Medical Center, Columbus, OH.
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O'Connor JM, Seidl-Rathkopf K, Torres AZ, You P, Carson KR, Ross JS, Gross CP. Disparities in the Use of Programmed Death 1 Immune Checkpoint Inhibitors. Oncologist 2018; 23:1388-1390. [PMID: 30012876 DOI: 10.1634/theoncologist.2017-0673] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Accepted: 05/01/2018] [Indexed: 01/13/2023] Open
Abstract
Amid growing excitement for immune checkpoint inhibitors of programmed death protein 1 (anti-PD1 agents), little is known about whether race- or sex-based disparities exist in their use. In this observational study, we constructed a large and mostly community-based cohort of patients with advanced stage cancers, including melanoma, non-small cell lung cancer (NSCLC), and renal cell carcinoma, to compare the odds of receiving systemic treatment with or without anti-PD1 agents by race and by sex. In multivariable models that adjusted for age, stage, and number of prior anticancer therapies, we found no significant race-based disparities in anti-PD1 treatment. However, among patients with NSCLC, males had significantly higher odds of receiving anti-PD1 treatment compared with females (odds ratio 1.13, 95% confidence interval 1.02-1.24, p = .02). This finding suggests that as anti-PD1 agents enter the market to transform patient care, it will be critical to monitor for disparities in the use of these drugs.
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Affiliation(s)
- Jeremy M O'Connor
- Yale University School of Medicine, New Haven, Connecticut, USA
- National Clinician Scholars Program, Yale University School of Medicine, New Haven, Connecticut, USA
| | | | | | - Paul You
- Flatiron Health, Inc., New York, New York, USA
| | | | - Joseph S Ross
- Yale University School of Medicine, New Haven, Connecticut, USA
- National Clinician Scholars Program, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Cary P Gross
- Yale University School of Medicine, New Haven, Connecticut, USA
- National Clinician Scholars Program, Yale University School of Medicine, New Haven, Connecticut, USA
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