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Carroll NM, Eisenstein J, Freml JM, Burnett-Hartman AN, Greenlee RT, Honda SA, Neslund-Dudas CM, Rendle KA, Vachani A, Ritzwoller DP. Association of systemic therapy with survival among adults with advanced non-small cell lung cancer. Transl Lung Cancer Res 2025; 14:176-193. [PMID: 39958214 PMCID: PMC11826284 DOI: 10.21037/tlcr-24-749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 12/24/2024] [Indexed: 02/18/2025]
Abstract
Background Uptake of new systemic therapy treatments among patients with advanced non-small cell lung cancer (NSCLC) occurred rapidly after FDA approval. Few studies have characterized the association of these therapies on survival in community settings. We assessed survival by type of systemic therapy received among patients diagnosed with advanced NSCLC who were treated in community-based settings. Methods In this retrospective cohort, patients diagnosed with de novo stage IV NSCLC between March 2012 and December 2020 were followed through December 31, 2021. Survival was ascertained with restricted mean survival time from treatment receipt through 12 and 60 months and compared by RMST differences adjusting for demographic and tumor characteristics. Trends in one-year survival probabilities were assessed using joinpoint regression. Results Of 945 patients receiving systemic therapy, 46% received cytotoxic chemotherapy (Chemo-Only), 15% bevacizumab +/- Chemo, 22% immunotherapy +/- Chemo, and 16% targeted therapies. Median days from diagnosis to treatment ranged from 32 to 42. Compared to those receiving Chemo-Only, patients receiving immunotherapy +/- Chemo survived 1.4 months longer [95% confidence interval (CI): 0.5 to 2.3 months; P=0.002] and 3.2 months longer (95% CI: -1.4 to 7.9 months; P=0.18) through 12 and 60 months follow-up, respectively. Relative to those receiving Chemo-Only, patients receiving targeted therapies survived 1.6 months longer (95% CI: 0.7 to 2.5 months; P<0.001) and 5.5 months longer (95% CI: 0.7 to 10.4 months; P=0.02) through 12 and 60 months follow-up. One-year survival significantly increased from 30% to 59% between 2012 and 2020 (P=0.007). Conclusions We found patients receiving targeted therapies and immunotherapy +/- Chemo survived longer than those on Chemo-Only. One-year survival probabilities significantly increased between 2012 and 2020. Additional research is needed to better understand the potential benefits and harms, including patient adverse events and financial toxicity.
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Affiliation(s)
- Nikki M. Carroll
- Institute for Health Research, Kaiser Permanente Colorado, Central Support Services, Aurora, CO, USA
| | - Jennifer Eisenstein
- Colorado Permanente Medical Group, Kaiser Permanente Colorado, Denver, CO, USA
| | - Jared M. Freml
- Institute for Health Research, Kaiser Permanente Colorado, Central Support Services, Aurora, CO, USA
| | - Andrea N. Burnett-Hartman
- Institute for Health Research, Kaiser Permanente Colorado, Central Support Services, Aurora, CO, USA
| | | | - Stacey A. Honda
- Hawaii Permanente Medical Group and Center for Integrated Healthcare Research, Kaiser Permanente Hawaii, Honolulu, HI, USA
| | | | - Katharine A. Rendle
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anil Vachani
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Debra P. Ritzwoller
- Institute for Health Research, Kaiser Permanente Colorado, Central Support Services, Aurora, CO, USA
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Miranda EI, Gierbolini-Bermúdez A, Quintana R, Torres-Cintrón CR, Ortiz-Ortiz KJ. Treatment Patterns and Health Care Resource Utilization of Patients With Non-Small Cell Lung Cancer in Puerto Rico: The TREATLINES-ONCOLUNG Study. JCO Glob Oncol 2024; 10:e2400089. [PMID: 39348632 DOI: 10.1200/go.24.00089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 07/10/2024] [Accepted: 08/07/2024] [Indexed: 10/02/2024] Open
Abstract
PURPOSE Lung cancer remains one of the leading causes of cancer-related mortality worldwide. It is the third cause of death among patients with cancer in Puerto Rico (PR) and non-small cell lung cancer (NSCLC) is the most prevalent. This study aims to describe the first-line treatment (1LT) and health care resource utilization (HCRU) among patients with NSCLC in PR. METHODS A retrospective cohort study was conducted using the PR Central Cancer Registry Health Insurance Linkage Database to describe patients with NSCLC from 2012 to 2016. It describes sociodemographic and clinical characteristics on the basis of stage and histology and includes 1LT patterns and HCRU. RESULTS A total of 1,011 patients met the inclusion criteria. Most were male (57.1%), married (54.1%), and had no comorbidities (55.8%). A significant proportion of patients (71.1%) were diagnosed at stages III and IV, with nonsquamous cell carcinoma being the most prevalent histology group (75.9%). About 61.7% received systemic therapy, 36.7% received radiotherapy, and 21.9% underwent surgery. Platinum (Pt)-based combinations were the most common 1LT (82.9%). On average, patients had 4.7 emergency room visits, nearly six hospitalizations, and 22.4 outpatient visits annually. The mean frequencies of positron emission tomography, ultrasounds, computerized tomography scans, and magnetic resonance imaging were 0.95, 0.11, 4.88, and 0.91, respectively. CONCLUSION To our knowledge, this study provides the first description of 1LT patterns, HCRU, and sociodemographic information among patients with NSCLC in PR. A significant number of patients were diagnosed at stage III or higher and received Pt-based systemic therapy as their 1LT. More research is required to investigate treatment patterns beyond the 1LT and to gain a comprehensive understanding of optimal care interventions and factors associated with early NSCLC diagnosis.
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Affiliation(s)
| | - Axel Gierbolini-Bermúdez
- Division of Cancer Control and Population Sciences, Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
- Puerto Rico Central Cancer Registry, Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
| | | | - Carlos R Torres-Cintrón
- Puerto Rico Central Cancer Registry, Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
| | - Karen J Ortiz-Ortiz
- Division of Cancer Control and Population Sciences, Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
- Puerto Rico Central Cancer Registry, Comprehensive Cancer Center, University of Puerto Rico, San Juan, Puerto Rico
- Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
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Burns EA, Chen WH, Mathur S, Kieser RB, Zhang J, Bernicker EH. Treatment at Twilight: An Analysis of Therapy Patterns and Outcomes in Adults 80 Years and Older With Advanced or Metastatic NSCLC. JTO Clin Res Rep 2023; 4:100570. [PMID: 37822698 PMCID: PMC10562673 DOI: 10.1016/j.jtocrr.2023.100570] [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: 05/19/2023] [Revised: 08/15/2023] [Accepted: 08/24/2023] [Indexed: 10/13/2023] Open
Abstract
Introduction The aim of this study is to evaluate treatment patterns, survival outcomes, and factors influencing systemic treatment decisions in adults 80 years and older with NSCLC. Methods This was a retrospective National Cancer Database study evaluating outcomes in adults aged 80 years and older with advanced NSCLC. Patients were analyzed on the basis of systemic therapy, including none, chemotherapy or immunotherapy (IO) alone, and chemotherapy plus IO (chemotherapy + IO). Median overall survival (OS) was compared using Kaplan-Meier methodology. Hazard ratio with 95% confidence interval (CI) was used to assess differences in outcomes, and OR with 95% CI was used to assess factors contributing to systemic therapy provision. Results Patients 80 years and older (OR = 1.135 [95% CI: 1.127-1.142], p = 0.000), females (OR = 1.129 [95% CI: 1.085-1.175], p < 0.001), blacks (OR = 1.272 [95% CI: 1.179-1.372], p < 0.001), non-Hispanic whites (OR = 1.210 [95% CI: 1.075-1.362], p = 0.002), and those with increasing Charlson-Deyo Comorbidity Index score (p < 0.001) were less likely to receive systemic therapy. Median OS for no therapy, IO alone, chemotherapy alone, and chemotherapy plus IO was 2.63 (95% CI: 2.57-2.69), 10.68 (95% CI: 9.96-11.39), 12.35 (95% CI: 11.98-12.72), and 14.03 (95% CI: 13.87-14.88) months, respectively. In chemotherapy alone, mean OS was 1.12 months (95% CI: 0.55-1.70) (p < 0.001) longer with multiagent versus single agent. There was no difference between IO plus single agent versus IO plus multiagent chemotherapy (0.67 mo [95% CI -1.18 to 2.54], p = 1.00). Conclusions Age, comorbidities, patient race, and sex affected systemic therapy provision. Multiagent chemotherapy and chemotherapy plus IO significantly improved survival; with the latter, survival was similar with IO plus single or multiagent chemotherapy.
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Affiliation(s)
- Ethan A. Burns
- Neal Cancer Center, Houston Methodist Hospital, Houston, Texas
| | - Wan Hsiang Chen
- Department of Academic Medicine, Houston Methodist Hospital, Houston, Texas
| | - Sunil Mathur
- Neal Cancer Center, Houston Methodist Hospital, Houston, Texas
| | - Ryan B. Kieser
- Neal Cancer Center, Houston Methodist Hospital, Houston, Texas
| | - Jun Zhang
- Neal Cancer Center, Houston Methodist Hospital, Houston, Texas
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Moore AM, Nooruddin Z, Reveles KR, Koeller JM, Whitehead JM, Franklin K, Datta P, Alkadimi M, Brannman L, Cotarla I, Frankart AJ, Mulrooney T, Jones X, Frei CR. Health Equity in Patients Receiving Durvalumab for Unresectable Stage III Non-Small Cell Lung Cancer in the US Veterans Health Administration. Oncologist 2023; 28:804-811. [PMID: 37335901 PMCID: PMC10485300 DOI: 10.1093/oncolo/oyad172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 05/21/2023] [Indexed: 06/21/2023] Open
Abstract
BACKGROUND Real-world evidence is limited regarding the relationship between race and use of durvalumab, an immunotherapy approved for use in adults with unresectable stage III non-small cell lung cancer (NSCLC) post-chemoradiotherapy (CRT). This study aimed to evaluate if durvalumab treatment patterns differed by race in patients with unresectable stage III NSCLC in a Veterans Health Administration (VHA) population. MATERIALS AND METHODS This was a retrospective analysis of White and Black adults with unresectable stage III NSCLC treated with durvalumab presenting to any VHA facility in the US from January 1, 2017, to June 30, 2020. Data captured included baseline characteristics and durvalumab treatment patterns, including treatment initiation delay (TID), interruption (TI), and discontinuation (TD); defined as CRT completion to durvalumab initiation greater than 42 days, greater than 28 days between durvalumab infusions, and more than 28 days from the last durvalumab dose with no new durvalumab restarts, respectively. The number of doses, duration of therapy, and adverse events were also collected. RESULTS A total of 924 patients were included in this study (White = 726; Black = 198). Race was not a significant factor in a multivariate logistic regression model for TID (OR, 1.39; 95% CI, 0.81-2.37), TI (OR, 1.58; 95% CI, 0.90-2.76), or TD (OR, 0.84; 95% CI, 0.50-1.38). There were also no significant differences in median (interquartile range [IQR]) number of doses (White: 15 [7-24], Black: 18 [7-25]; P = .25) or median (IQR) duration of therapy (White: 8.7 months [2.9-11.8], Black: 9.8 months [3.6-12.0]; P = .08), although Black patients were less likely to experience an immune-related adverse event (28% vs. 36%, P = .03) and less likely to experience pneumonitis (7% vs. 14%, P < .01). CONCLUSION Race was not found to be linked with TID, TI, or TD in this real-world study of patients with unresectable stage III NSCLC treated with durvalumab at the VHA.
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Affiliation(s)
- Amanda M Moore
- Division of Pharmacotherapy, College of Pharmacy, The University of Texas at Austin, San Antonio, TX, USA
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Zohra Nooruddin
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Kelly R Reveles
- Division of Pharmacotherapy, College of Pharmacy, The University of Texas at Austin, San Antonio, TX, USA
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
| | - Jim M Koeller
- Division of Pharmacotherapy, College of Pharmacy, The University of Texas at Austin, San Antonio, TX, USA
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jennifer M Whitehead
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
| | - Kathleen Franklin
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
| | - Paromita Datta
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
| | - Munaf Alkadimi
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
| | - Lance Brannman
- Oncology Business Unit, Global Medical Affairs, AstraZeneca Pharmaceuticals, Gaithersburg, MD, USA
| | - Ion Cotarla
- Oncology Business Unit, US Medical Affairs, AstraZeneca Pharmaceuticals, Gaithersburg, MD, USA
| | - Andrew J Frankart
- Department of Radiation Oncology, University of Cincinnati, Cincinnati, OH, USA
| | - Tiernan Mulrooney
- Oncology Business Unit, US Medical Affairs, AstraZeneca Pharmaceuticals, Gaithersburg, MD, USA
| | - Xavier Jones
- Division of Pharmacotherapy, College of Pharmacy, The University of Texas at Austin, San Antonio, TX, USA
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
| | - Christopher R Frei
- Division of Pharmacotherapy, College of Pharmacy, The University of Texas at Austin, San Antonio, TX, USA
- Pharmacotherapy Education and Research Center, Department of Medicine, Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
- Research Service, Audie L. Murphy Memorial Veterans Hospital Division, South Texas Veterans Health Care System, San Antonio, TX, USA
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Wang LC, Hsieh YH, Hung YL, Jiang YT, Lin YC, Chang MDT, Lin YY, Chou TY. Panoramic Tissue Examination That Integrates 3-Dimensional Pathology Imaging and Gene Mutation: Potential Utility in Non-Small Cell Lung Cancer. J Transl Med 2023; 103:100195. [PMID: 37302529 DOI: 10.1016/j.labinv.2023.100195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 05/12/2023] [Accepted: 06/05/2023] [Indexed: 06/13/2023] Open
Abstract
Novel therapeutics have significantly improved the survival and quality of life of patients with malignancies in this century. Versatile precision diagnostic data were used to formulate personalized therapeutic strategies for patients. However, the cost of extensive information depends on the consumption of the specimen, raising the challenges of effective specimen utilization, particularly in small biopsies. In this study, we proposed a tissue-processing cascaded protocol that obtains 3-dimensional (3D) protein expression spatial distribution and mutation analysis from an identical specimen. In order to reuse the thick section tissue evaluated after the 3D pathology technique, we designed a novel high-flatness agarose-embedded method that could improve tissue utilization rate by 1.52 fold, whereas it reduced the tissue-processing time by 80% compared with the traditional paraffin-embedding method. In animal studies, we demonstrated that the protocol would not affect the results of DNA mutation analysis. Furthermore, we explored the utility of this approach in non-small cell lung cancer because it is a compelling application for this innovation. We used 35 cases including 7 cases of biopsy specimens of non-small cell lung cancer to simulate future clinical application. The cascaded protocol consumed 150-μm thickness of formalin-fixed, paraffin-embedded specimens, providing 3D histologic and immunohistochemical information approximately 38 times that of the current paraffin-embedding protocol, and 3 rounds of DNA mutation analysis, offering both essential guidance for routine diagnostic evaluation and advanced information for precision medicine. Our designed integrated workflow provides an alternative way for pathological examination and paves the way for multidimensional tumor tissue assessment.
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Affiliation(s)
- Lei-Chi Wang
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | | | | | | | | | | | | | - Teh-Ying Chou
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan; Department of Pathology, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan; Graduate Institute of Clinical Medicine, Taipei Medical University, Taipei, Taiwan.
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Rivera MP, Gudina AT, Cartujano-Barrera F, Cupertino P. Disparities Across the Continuum of Lung Cancer Care. Clin Chest Med 2023; 44:531-542. [PMID: 37517833 DOI: 10.1016/j.ccm.2023.03.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Despite the overall decline in lung cancer incidence and mortality, minority populations continue to bear a higher disease burden. Lung cancer remains the leading cause of cancer-related death in the United States and disproportionately impacts minority populations. Social determinants of health-including low-socioeconomic status, lack of health insurance, and access to health care- disproportionately impact racial, ethnic, and rural populations resulting in direct consequences on lung cancer disparities.
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Affiliation(s)
- M Patricia Rivera
- University of Rochester Medical Center, 601 Elmwood Avenue, Box 692, Rochester, NY 14642, USA.
| | - Abdi T Gudina
- University of Rochester Medical Center, 265 Crittenden Boulevard, Rm 2-223, Rochester, NY 14642, USA
| | | | - Paula Cupertino
- University of Rochester Medical Center, 601 Elmwood Avenue, Box SURG, Rochester, NY 14642, USA
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Carroll NM, Eisenstein J, Burnett-Hartman AN, Greenlee RT, Honda SA, Neslund-Dudas CM, Rendle KA, Vachani A, Ritzwoller DP. Uptake of novel systemic therapy: Real world patterns among adults with advanced non-small cell lung cancer. Cancer Treat Res Commun 2023; 36:100730. [PMID: 37352588 PMCID: PMC10528526 DOI: 10.1016/j.ctarc.2023.100730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 06/12/2023] [Indexed: 06/25/2023]
Abstract
INTRODUCTION/BACKGROUND Systemic treatment for advanced non-small cell lung cancer (NSCLC) is shifting from platinum-based chemotherapy to immunotherapy and targeted therapies associated with improved survival in clinical trials. As new therapies are approved for use, examining variations in use for treating patients in community practice can generate additional evidence as to the magnitude of their benefit. PATIENTS AND METHODS We identified 1,442 patients diagnosed with de novo stage IV NSCLC between 3/1/2012 and 12/31/2020. Patient characteristics and treatment patterns are described overall and by type of first- and second-line systemic therapy received. Prevalence ratios estimate the association of patient and tumor characteristics with receipt of first-line therapy. RESULTS Within 180 days of diagnosis, 949 (66%) patients received first-line systemic therapy, increasing from 53% in 2012 to 71% in 2020 (p = 0.0004). The proportion of patients receiving first-line immunotherapy+/-chemotherapy (IMO) increased from 14%-66% (p<0.0001). Overall, 380 (26%) patients received both first- and second-line treatment, varying by year between 16%-36% (p = 0.18). The proportion of patients receiving second-line IMO increased from 13%-37% (p<0.0001). Older age and current smoking status were inversely associated with receipt of first-line therapy. Higher BMI, receipt of radiation, and diagnosis year were positively associated with receipt of first-line therapy. No association was found for race, ethnicity, or socioeconomic status. CONCLUSION The proportion of advanced NSCLC patients receiving first- and second-line treatment increased over time, particularly for IMO treatments. Additional research is needed to better understand the impact of these therapies on patient outcomes, including short-term, long-term, and financial toxicities. MICROABSTRACT Systemic treatment for non-small cell lung cancer (NSCLC) is shifting from platinum-based therapies to immunotherapy and targeted therapies. Using de novo stage IV NSCLC patients identified from 4 healthcare systems, we examine trends in systemic therapy. We saw an increase in the portion of patients receiving any systemic therapy and a sharp increase in the proportion of patients receiving immunotherapy.
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Affiliation(s)
- Nikki M Carroll
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA.
| | - Jennifer Eisenstein
- Colorado Permanente Medical Group, Kaiser Permanente Colorado, Denver, CO, USA
| | - Andrea N Burnett-Hartman
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
| | | | - Stacey A Honda
- Hawaii Permanente Medical Group and Center for Integrated Healthcare Research, Kaiser Permanente Hawaii, Honolulu, HI, USA
| | | | - Katharine A Rendle
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anil Vachani
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Debra P Ritzwoller
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA
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Robinson AG, Nguyen P, Goldie CL, Jalink M, Hanna TP. Is cancer stage data missing completely at random? A report from a large population-based cohort of non-small cell lung cancer. Front Oncol 2023; 13:1146053. [PMID: 37081984 PMCID: PMC10111224 DOI: 10.3389/fonc.2023.1146053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 02/22/2023] [Indexed: 04/07/2023] Open
Abstract
IntroductionPopulation-based datasets are often used to estimate changes in utilization or outcomes of novel therapies. Inclusion or exclusion of unstaged patients may impact on interpretation of these studies.MethodsA large population-based dataset in Ontario, Canada of non-small cell lung cancer patients was examined to evaluate the characteristics and outcomes of unstaged patients compared to staged patients. Multivariable Poisson regression was used to evaluate differences in patient-level characteristics between groups. Kaplan-Meier estimates of survival and log-rank statistics were utilized.ResultsIn our Ontario cohort of 51,152 patients with NSCLC, 11.2% (n=5,707) were unstaged, and there was evidence that stage data was not missing completely at random. Those without assigned stage were more likely than staged patients to be older (RR [95%CI]), (70-79 vs. 20-59: 1.51 [1.38-1.66]; 80+ vs. 20-59: 2.87 [2.62-3.15]), have a higher comorbidity index (Score 1-2 vs 0: 1.19 [1.12-1.27]; 3 vs. 0: 1.49 [1.38-1.60]), and have a lower socioeconomic class (4 vs. 1 (lowest): 0.91 [0.84-0.98]; 5 vs. 1 (lowest): 0.89 [0.83-0.97]). Overall survival of unstaged patients suggested a mixture of early and advanced stage, but with a large proportion that are probably stage IV patients with more rapid death than those with reported stage IV disease.ConclusionIn this case study, evaluation of stage-specific health care utilization and outcomes for staged patients with stage IV disease at the population level may have a bias as a distinct subset of stage IV patients with rapid death are likely among those without a documented stage in administrative data.
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Affiliation(s)
- Andrew G. Robinson
- Division of Cancer Care and Epidemiology, Queen’s Cancer Research Institute, Kingston, ON, Canada
- Department of Oncology, Queen’s University, Kingston, ON, Canada
- *Correspondence: Andrew G. Robinson,
| | - Paul Nguyen
- ICES, Queen’s University, Kingston, ON, Canada
| | | | - Matthew Jalink
- Division of Cancer Care and Epidemiology, Queen’s Cancer Research Institute, Kingston, ON, Canada
- Department of Public Health Sciences, Queen’s University, Kingston, ON, Canada
| | - Timothy P. Hanna
- Division of Cancer Care and Epidemiology, Queen’s Cancer Research Institute, Kingston, ON, Canada
- Department of Oncology, Queen’s University, Kingston, ON, Canada
- Department of Public Health Sciences, Queen’s University, Kingston, ON, Canada
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9
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Williams CD, Allo MA, Gu L, Vashistha V, Press A, Kelley M. Health outcomes and healthcare resource utilization among Veterans with stage IV non-small cell lung cancer treated with second-line chemotherapy versus immunotherapy. PLoS One 2023; 18:e0282020. [PMID: 36809528 PMCID: PMC9942992 DOI: 10.1371/journal.pone.0282020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 02/06/2023] [Indexed: 02/23/2023] Open
Abstract
BACKGROUND Until recently, multi-agent chemotherapy (CT) was the standard of care for patients with advanced non-small cell lung cancer (NSCLC). Clinical trials have confirmed benefits in overall survival (OS) and progression-free survival with immunotherapy (IO) compared to CT. This study compares real-world treatment patterns and outcomes between CT and IO administrations in second-line (2L) settings for patients with stage IV NSCLC. MATERIALS AND METHODS This retrospective study included patients in the United States Department of Veterans Affairs healthcare system diagnosed with stage IV NSCLC during 2012-2017 and receiving IO or CT in the 2L. Patient demographics and clinical characteristics, healthcare resource utilization (HCRU), and adverse events (AEs) were compared between treatment groups. Logistic regression was used to examine differences in baseline characteristics between groups, and inverse probability weighting multivariable Cox proportional hazard regression was used to analyze OS. RESULTS Among 4,609 Veterans who received first-line (1L) therapy for stage IV NSCLC, 96% received 1L CT alone. A total of 1,630 (35%) were administered 2L systemic therapy, with 695 (43%) receiving IO and 935 (57%) receiving CT. Median age was 67 years (IO group) and 65 years (CT group); most patients were male (97%) and white (76-77%). Patients administered 2L IO had a higher Charlson Comorbidity Index than those administered CT (p = 0.0002). 2L IO was associated with significantly longer OS compared with CT (hazard ratio 0.84, 95% CI 0.75-0.94). IO was more frequently prescribed during the study period (p < 0.0001). No difference in rate of hospitalizations was observed between the two groups. CONCLUSIONS Overall, the proportion of advanced NSCLC patients receiving 2L systemic therapy is low. Among patients treated with 1L CT and without IO contraindications, 2L IO should be considered, as this supports potential benefit of IO for advanced NSCLC. The increasing availability and indications for IO will likely increase the administration of 2L therapy to NSCLC patients.
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Affiliation(s)
- Christina D. Williams
- Cooperative Studies Program Epidemiology Center-Durham, Durham Veterans Affairs Health Care System, Durham, North Carolina, United States of America
- Medical Oncology, Department of Medicine, Duke University, Durham, North Carolina, United States of America
- * E-mail:
| | - Mina A. Allo
- Bristol-Myers Squibb Company, US Health Economics and Outcomes Research, Princeton, New Jersey, United States of America
| | - Lin Gu
- Cooperative Studies Program Epidemiology Center-Durham, Durham Veterans Affairs Health Care System, Durham, North Carolina, United States of America
- Duke Cancer Institute, Biostatistics Shared Resource, Duke University, Durham, North Carolina, United States of America
| | - Vishal Vashistha
- Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University, Durham, North Carolina, United States of America
- Division of Hematology-Oncology, Medical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina, United States of America
| | - Ashlyn Press
- Cooperative Studies Program Epidemiology Center-Durham, Durham Veterans Affairs Health Care System, Durham, North Carolina, United States of America
| | - Michael Kelley
- Medical Oncology, Department of Medicine, Duke University, Durham, North Carolina, United States of America
- Division of Hematology-Oncology, Medical Service, Durham Veterans Affairs Health Care System, Durham, North Carolina, United States of America
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10
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Wang C, Onega T, Wang F. Multiscale analysis of cancer service areas in the United States. Spat Spatiotemporal Epidemiol 2022; 43:100545. [PMID: 36460451 DOI: 10.1016/j.sste.2022.100545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 10/20/2022] [Accepted: 10/26/2022] [Indexed: 11/30/2022]
Abstract
The purpose of delineating Cancer Service Areas (CSAs) is to define a reliable unit of analysis, more meaningful than geopolitical units such as states and counties, for examining geographic variations of the cancer care markets using geographic information systems (GIS). This study aims to provide a multiscale analysis of the U.S. cancer care markets based on the 2014-2015 Medicare claims of cancer-directed surgery, chemotherapy, and radiation. The CSAs are delineated by a scale-flexible network community detection algorithm automated in GIS so that the patient flows are maximized within CSAs and minimized between them. The multiscale CSAs include those comparable in size to those 4 census regions, 9 divisions, 50 states, and also 39 global optimal CSAs that generates the highest modularity value. The CSAs are more effective in capturing the U.S. cancer care markets because of its higher localization index, lower cross-border utilizations, and shorter travel time. The first two comparisons reveal that only a few regions or divisions are representative of the underlying cancer care markets. The last two comparisons find that among the 39 CSAs, 54% CSAs comprise multiple states anchored by cities near inner state borders, 28% are single-state CSAs, and 18% are sub-state CSAs. Their (in)consistencies across state borders or within each state shed new light on where the intervention of cancer care delivery or the adjustment of cancer care costs are needed to meet the challenges in the U.S. cancer care system. The findings could guide stakeholders to target public health policies for more effective coordination of cancer care in improving outcomes and reducing unnecessary costs.
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Affiliation(s)
- Changzhen Wang
- Department of Geography, University of Alabama, Tuscaloosa, AL 35401, United States
| | - Tracy Onega
- Department of Population Health Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, United States
| | - Fahui Wang
- The Graduate School and Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA 70803, United States.
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11
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Patterns of Care in Maintenance Therapy in US Patients Undergoing Definitive Chemoradiation for Stage 3 Non-Small Cell Lung Cancer (NSCLC). Am J Clin Oncol 2022; 45:49-54. [PMID: 34991107 DOI: 10.1097/coc.0000000000000886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The recommended treatment for patients with unresectable stage 3 non-small cell lung cancer (NSCLC) is definitive chemoradiation followed by 1 year of maintenance durvalumab. Our objective was to assess the rate of maintenance durvalumab use after chemoradiation. METHODS Analyses were conducted in both open claims (IQVIA pharmacy and medical claims data) and adjudicated closed claims (IQVIA PharMetrics Plus Health Plan Claims Database). Patients with a lung cancer diagnosis between November 2017 and November 2020 who received definitive chemoradiation were included. RESULTS Of the 5802 NSCLC patients included in the open claims source, 1794 (31%) received durvalumab, 1403 (24%) received maintenance chemotherapy, and 2605 (45%) did not receive any maintenance therapy. Of the 239 NSCLC patients included in the closed claims source, 127 (53%) received durvalumab, 40 (17%) received maintenance chemotherapy, and 72 (30%) did not receive any maintenance therapy. The most common maintenance chemotherapy agents patients received were carboplatin, pemetrexed, and paclitaxel. CONCLUSIONS The rate of durvalumab utilization was overall low in both the open and closed claims data sources (31% and 53%, respectively). It remains unknown what percent of eligible patients end up receiving durvalumab, as our analysis was unable to filter out patients who were unfit for durvalumab or if they had progression after chemoradiation. Future efforts are needed to increase maintenance durvalumab utilization and to determine how best to manage patients who are unfit for durvalumab.
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12
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Choi YC, Zhang D, Tyczynski JE. Comparison Between Health Insurance Claims and Electronic Health Records (EHRs) for Metastatic Non-small-cell Lung Cancer (NSCLC) Patient Characteristics and Treatment Patterns: A Retrospective Cohort Study. Drugs Real World Outcomes 2021; 8:577-587. [PMID: 34455553 PMCID: PMC8605954 DOI: 10.1007/s40801-021-00269-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/30/2021] [Indexed: 12/02/2022] Open
Abstract
Background The clinical landscape in non-small-cell lung cancer (NSCLC) treatment has rapidly evolved in recent years. Real-world data (RWD) can provide insights into current clinical practice. Objective This study examined the patient characteristics and treatment patterns of patients with metastatic NSCLC using RWD sources. Methods This was a retrospective cohort study using health insurance claims and electronic health records (EHRs). Adult patients treated for metastatic NSCLC during the period 2017 to September 2020 were followed from the earliest treatment date until a censoring event. Results The claims cohort included 7917 patients with a mean age of 70 years and a mean follow-up period of 373 days. The EHR cohort included 7087 patients with a mean age of 67 years and a mean follow-up period of 362 days. The five most common first-line therapies (LoT1) were the same for both cohorts: carboplatin + paclitaxel, pembrolizumab, carboplatin + pemetrexed + pembrolizumab, cisplatin + pemetrexed, and nivolumab. Mean LoT1 durations were 146 and 147 days in the claims and EHR cohorts, respectively. For patients who received a second LoT (LoT2), the five most common LoT2 were also the same in both cohorts: durvalumab, nivolumab, pembrolizumab, carboplatin + pembrolizumab + pemetrexed, and carboplatin + pemetrexed. Mean LoT2 durations were 157 and 158 days in the claims and EHR cohorts, respectively. Conclusions LoTs between the claims and EHR cohorts were comparable and showed similar treatment patterns. Traditional platinum-containing chemotherapy was most common in LoT1, whereas programmed cell death protein-1 inhibitors became the most common choices in LoT2. Our findings suggest that RWD can reliably provide up-to-date insight into current treatment modalities and indicate that new clinical evidence is rapidly adopted in patients with NSCLC.
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Affiliation(s)
- Yookyung Christy Choi
- Global Epidemiology, AbbVie, Inc., North Chicago, IL, USA.,Pharmaceutical Care & Health Systems, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
| | - Dongmu Zhang
- Global Epidemiology, AbbVie, Inc., North Chicago, IL, USA.
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13
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Stein JN, Rivera MP, Weiner A, Duma N, Henderson L, Mody G, Charlot M. Sociodemographic disparities in the management of advanced lung cancer: a narrative review. J Thorac Dis 2021; 13:3772-3800. [PMID: 34277069 PMCID: PMC8264681 DOI: 10.21037/jtd-20-3450] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 04/14/2021] [Indexed: 12/25/2022]
Abstract
Treatment of advanced non-small cell lung cancer (NSCLC) has markedly changed in the past decade with the integration of biomarker testing, targeted therapies, immunotherapy, and palliative care. These advancements have led to significant improvements in quality of life and overall survival. Despite these improvements, racial and socioeconomic disparities in lung cancer mortality persist. This narrative review aims to assess and synthesize the literature on sociodemographic disparities in the management of advanced NSCLC. A narrative overview of the literature was conducted using PubMed and Scopus and was narrowed to articles published from January 1, 2010, until July 22, 2020. Articles relevant to sociodemographic variation in (I) chemoradiation for stage III NSCLC, (II) molecular biomarker testing, (III) systemic treatment, including chemotherapy, targeted therapy, and immunotherapy, and (IV) palliative and end of life care were included in this review. Twenty-two studies were included. Sociodemographic disparities in the management of advanced NSCLC varied, but recurring findings emerged. Across most treatment domains, Black patients, the uninsured, and patients with Medicaid were less likely to receive recommended lung cancer care. However, some of the literature was limited due to incomplete data to adequately assess appropriateness of care, and several studies were out of date with current practice guidelines. Sociodemographic disparities in the management of advanced lung cancer are evident. Given the rapidly evolving treatment paradigm for advanced NSCLC, updated research is needed. Research on interventions to address disparities in advanced NSCLC is also needed.
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Affiliation(s)
- Jacob Newton Stein
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC, USA.,Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - M Patricia Rivera
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Ashley Weiner
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, NC, USA
| | - Narjust Duma
- Division of Hematology, Oncology and Palliative Care, Department of Medicine, University of Wisconsin, Madison, WI, USA.,University of Wisconsin Carbone Cancer Center, Madison, WI, USA
| | - Louise Henderson
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Gita Mody
- Department of Surgery, University of North Carolina, Chapel Hill, NC, USA
| | - Marjory Charlot
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
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14
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Habr D, McRoy L, Papadimitrakopoulou VA. Age Is Just a Number: Considerations for Older Adults in Cancer Clinical Trials. J Natl Cancer Inst 2021; 113:1460-1464. [PMID: 33881547 PMCID: PMC8562957 DOI: 10.1093/jnci/djab070] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 03/23/2021] [Accepted: 04/05/2021] [Indexed: 12/11/2022] Open
Abstract
Older adults continue to be underrepresented in cancer clinical trials, despite most cancer occurrence peaking in the later decades of life. Consequently, diagnostic and management strategies are commonly extrapolated from data on younger patients, thus challenging the delivery of informed cancer care in this patient population. Several recommendations and calls to action have been released by cancer societies, advocacy organizations, and regulatory agencies to guide inclusion of older adults in clinical trials. Effective implementation, however, requires awareness and close collaboration between all stakeholders involved in the clinical trial journey. We herein provide insights and experience from a drug developer on key considerations to optimize participation and retention of older adults in cancer clinical trials and discuss those under 4 key domains: trial eligibility and design, assessments and endpoints, patients and oncologists, and data reporting.
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15
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Youn B, Wilson IB, Mor V, Trikalinos NA, Dahabreh IJ. Population-level changes in outcomes and Medicare cost following the introduction of new cancer therapies. Health Serv Res 2021; 56:486-496. [PMID: 33682120 PMCID: PMC8143675 DOI: 10.1111/1475-6773.13624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVE To examine the population-level impacts of the introduction of novel cancer therapies with high cost in the United States, using immunotherapies in advanced nonsmall cell lung cancer (NSCLC) as an example. DATA SOURCES Surveillance, Epidemiology, and End Results data in 2012-2015 linked to Medicare fee-for-service claims until 2016. STUDY DESIGN We examined population-level trends in treatment patterns, survival, and Medicare spending in patients diagnosed with advanced NSCLC, the leading cause of cancer death in the United States, between 2012 and 2015. We estimated the percentage of patients who received any antineoplastic therapy within two years of diagnosis, including novel immunotherapies. We compared the trends in overall survival and mean two-year Medicare spending per each patient before and after the introduction of immunotherapies in 2015. DATA COLLECTION/EXTRACTION METHODS Not Applicable. PRINCIPAL FINDINGS The percentage of patients treated with any antineoplastic therapy remained the same at 46.7% in 2012 and 2015, whereas the use of immunotherapies increased from 0% to 15.2%. The two-year survival rate and median survival increased by 3.3 percentage points (95% CI: 2.0, 4.5) and 0.4 months (CI: 0.0, 0.9), respectively, during the same period. The mean two-year total Medicare spending and outpatient spending per patient increased by $5735 (CI: 3479, 8040) and $7661 (CI: 5902, 9311), respectively, which were largely attributable to the increases in immunotherapy spending by $5806 (CI: 5165, 6459). CONCLUSIONS The introduction of lung cancer immunotherapies was accompanied by improvements in survival and increases in spending between 2012 and 2015 in the Medicare population. As novel immunotherapies and other target therapies continue to change the clinical management of various cancers, further efforts are needed to ensure their effective and efficient use, and to understand their population-level impacts in the United States.
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Affiliation(s)
- Bora Youn
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Ira B Wilson
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, Rhode Island, USA
| | - Vincent Mor
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, Rhode Island, USA.,Providence Veterans Affairs Medical Center, Providence, Rhode Island, USA
| | - Nikolaos A Trikalinos
- Department of Medicine, Washington University in St. Louis, St Louis, Missouri, USA.,Siteman Cancer Center, St Louis, Missouri, USA
| | - Issa J Dahabreh
- Department of Health Services, Policy & Practice, Brown University School of Public Health, Providence, Rhode Island, USA.,Center for Evidence Synthesis in Health, Brown University, Providence, Rhode Island, USA.,Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island, USA
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16
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Lung Cancer Stigma Then and Now: Continued Challenges Amid a Landscape of Progress. J Thorac Oncol 2021; 16:17-20. [PMID: 33384057 DOI: 10.1016/j.jtho.2020.10.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 10/20/2020] [Indexed: 12/25/2022]
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17
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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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