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Oskarsdottir GN, Lampa E, Berglund A, Rosengren L, Ulvestad M, Boros M, Daumont MJ, Rault C, Emanuel G, Leal C, Schoemaker MJ, Wagenius G. Real-World Treatment Patterns and Survival Outcomes for Patients with Non-Metastatic Non-Small-Cell Lung Cancer in Sweden: A Nationwide Registry Analysis from the I-O Optimise Initiative. Cancers (Basel) 2024; 16:1655. [PMID: 38730607 PMCID: PMC11083854 DOI: 10.3390/cancers16091655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/16/2024] [Accepted: 04/22/2024] [Indexed: 05/13/2024] Open
Abstract
Non-small-cell lung cancer (NSCLC) is the leading cause of cancer-related death worldwide, with ~40-50% of patients diagnosed with non-metastatic disease (stages IA-IIIC). The treatment landscape is evolving rapidly as immunotherapies and targeted therapy are introduced in the non-metastatic setting, creating a need to assess patient outcomes prior to their introduction. This real-world study using Swedish National Lung Cancer Registry data examined outcomes (overall survival (OS) and time to next treatment or death (TTNTD)) and treatment patterns for adults diagnosed with non-metastatic NSCLC. Baseline characteristics and OS from diagnosis were described for all patients; OS, treatment patterns, and TTNTD from treatment start were described for the treatment subgroup (patients diagnosed from 2014 onwards), stratified by disease stage and initial treatment. OS and TTNTD were described using the Kaplan-Meier estimator. The overall population (2008-2019) included 17,433 patients; the treatment subgroup included 5147 patients. Median OS (interquartile range) overall ranged from 83.3 (31.6-165.3) months (stage I patients) to 10.4 (4.3-24.2) months (stage IIIB patients). Among the treatment subgroup, median OS and TTNTD were longest among patients receiving surgery versus other anticancer treatments. These findings provide a baseline upon which to evaluate the epidemiology of non-metastatic NSCLC as newer treatments are introduced.
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Affiliation(s)
- Gudrun N. Oskarsdottir
- Department of Respiratory Medicine and Allergology, Skåne University Hospital, V/O Hjärt- och Lungmedicin, 222 42 Lund, Sweden
- Division of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, 22 381 Lund, Sweden
| | - Erik Lampa
- Epistat AB, 753 30 Uppsala, Sweden; (E.L.); (A.B.)
| | | | - Linda Rosengren
- Medical Department Sweden, Bristol Myers Squibb, Hemvärnsgatan 9, 171 23 Solna, Sweden
| | - Maria Ulvestad
- Medical Department Nordics, Bristol Myers Squibb, Lysaker Torg 35, 1366 Lysaker, Norway;
| | - Miklos Boros
- Department of Cardiothoracic Surgery, Linköping University Hospital, 581 85 Linköping, Sweden;
| | - Melinda J. Daumont
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, 1420 Braine-L’Alleud, Belgium;
| | | | - Gabrielle Emanuel
- Real-World Data Analytics Markets, Bristol Myers Squibb, Uxbridge Business Park, Sanderson Road, Uxbridge UB8 1DH, UK;
| | | | | | - Gunnar Wagenius
- Department of Oncology-Pathology, Karolinska Institute, 141 86 Stockholm, Sweden;
- Thoracic Oncology Centre, The Cancer Theme, Karolinska University Hospital, 171 76 Stockholm, Sweden
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Smyth EN, John J, Tiu RV, Willard MD, Beyrer JK, Bowman L, Sheffield KM, Han Y, Brastianos PK. Clinicogenomic factors and treatment patterns among patients with advanced non-small cell lung cancer with or without brain metastases in the United States. Oncologist 2023; 28:e1075-e1091. [PMID: 37358877 PMCID: PMC10628559 DOI: 10.1093/oncolo/oyad170] [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: 02/15/2023] [Accepted: 05/19/2023] [Indexed: 06/27/2023] Open
Abstract
BACKGROUND This retrospective, real-world study evaluated the prevalence of brain metastases, clinicodemographic characteristics, systemic treatments, and factors associated with overall survival among patients with advanced non-small cell lung cancer (aNSCLC) in the US. We also described the genomic characterization of 180 brain metastatic specimens and frequency of clinically actionable genes. MATERIALS AND METHODS De-identified electronic health records-derived data of adult patients diagnosed with aNSCLC between 2011 and 2017 were analyzed from a US-nationwide clinicogenomic database. RESULTS Of 3257 adult patients with aNSCLC included in the study, approximately 31% (n = 1018) had brain metastases. Of these 1018 patients, 71% (n = 726) were diagnosed with brain metastases at initial NSCLC diagnosis; 57% (n = 583) of patients with brain metastases received systemic treatment. Platinum-based chemotherapy combinations were the most common first-line therapy; single-agent chemotherapies, epidermal growth factor receptor tyrosine kinase inhibitors, and platinum-based chemotherapy combinations were used in second line. Patients with brain metastases had a 1.56 times greater risk of death versus those with no brain metastases. In the brain metastatic specimens (n = 180), a high frequency of genomic alterations in the p53, MAPK, PI3K, mTOR, and cell-cycle associated pathways was observed. CONCLUSION The frequency of brain metastases at initial clinical presentation and associated poor prognosis for patients in this cohort underscores the importance of early screening for brain metastasis in NSCLC. Genomic alterations frequently identified in this study emphasize the continued need for genomic research and investigation of targeted therapies in patients with brain metastases.
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Affiliation(s)
- Emily Nash Smyth
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Jincy John
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Ramon V Tiu
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Melinda Dale Willard
- Eli Lilly and Company, Lilly Global Clinical Development, Indianapolis, IN 46225, USA
| | - Julie Kay Beyrer
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Lee Bowman
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Kristin M Sheffield
- Eli Lilly and Company, Value Evidence Outcomes - Research, Indianapolis, IN 46225, USA
| | - Yimei Han
- Eli Lilly and Company, Statistics RWE, Indianapolis, IN 46225, USA
| | - Priscilla K Brastianos
- Divisions of Hematology/Oncology and Neuro-Oncology, Massachusetts General Hospital, Boston, MA 02114, USA
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Ngo P, Karikios D, Goldsbury D, Wade S, Lwin Z, Hughes BGM, Fong KM, Canfell K, Weber M. Development and Validation of txSim: A Model of Advanced Lung Cancer Treatment in Australia. PHARMACOECONOMICS 2023; 41:1525-1537. [PMID: 37357233 PMCID: PMC10570197 DOI: 10.1007/s40273-023-01291-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/30/2023] [Indexed: 06/27/2023]
Abstract
BACKGROUND AND OBJECTIVE Since 2016, new therapies have transformed the standard of care for lung cancer, creating a need for up-to-date evidence for health economic modelling. We developed a discrete event simulation of advanced lung cancer treatment to provide estimates of survival outcomes and healthcare costs in the Australian setting that can be updated as new therapies are introduced. METHODS Treatment for advanced lung cancer was modelled under a clinician-specified treatment algorithm for Australia in 2022. Prevalence of lung cancer subpopulations was extracted from cBioPortal and the Sax Institute's 45 and Up Study, a large prospective cohort linked to cancer registrations. All costs were from the health system perspective for the year 2020. Pharmaceutical and molecular diagnostic costs were obtained from public reimbursement fees, while other healthcare costs were obtained from health system costs in the 45 and Up Study. Treatment efficacy was obtained from clinical trials and observational study data. Costs and survival were modelled over a 10-year horizon. Uncertainty intervals were generated with probabilistic sensitivity analyses. Overall survival predictions were validated against real-world studies. RESULTS Under the 2022 treatment algorithm, estimated mean survival and costs for advanced lung cancer 10 years post-diagnosis were 16.4 months (95% uncertainty interval [UI]: 14.7-18.1) and AU$116,069 (95% UI: $107,378-$124,933). Survival and costs were higher assuming optimal treatment utilisation rates (20.5 months, 95% UI: 19.1-22.5; $154,299, 95% UI: $146,499-$161,591). The model performed well in validation, with good agreement between predicted and observed survival in real-world studies. CONCLUSIONS Survival improvements for advanced lung cancer have been accompanied by growing treatment costs. The estimates reported here can be used for budget planning and economic evaluations of interventions across the spectrum of cancer control.
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Affiliation(s)
- Preston Ngo
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, 153 Dowling St, Woolloomooloo, Sydney, NSW, 2011, Australia.
| | - Deme Karikios
- Nepean Hospital, Sydney, NSW, Australia
- Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - David Goldsbury
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, 153 Dowling St, Woolloomooloo, Sydney, NSW, 2011, Australia
| | - Stephen Wade
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, 153 Dowling St, Woolloomooloo, Sydney, NSW, 2011, Australia
| | - Zarnie Lwin
- Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
- School of Medicine, University of Queensland, Brisbane, QLD, Australia
- The Prince Charles Hospital, Chermside, QLD, Australia
| | - Brett G M Hughes
- Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
- School of Medicine, University of Queensland, Brisbane, QLD, Australia
- The Prince Charles Hospital, Chermside, QLD, Australia
| | - Kwun M Fong
- The Prince Charles Hospital, Chermside, QLD, Australia
- The University of Queensland Thoracic Research Centre, Brisbane, QLD, Australia
| | - Karen Canfell
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, 153 Dowling St, Woolloomooloo, Sydney, NSW, 2011, Australia
| | - Marianne Weber
- The Daffodil Centre, The University of Sydney, A Joint Venture with Cancer Council NSW, 153 Dowling St, Woolloomooloo, Sydney, NSW, 2011, Australia
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Kiss Z, Gálffy G, Müller V, Moldvay J, Sárosi V, Pápai-Székely Z, Csada E, Kerpel-Fronius A, Király Z, Szász Z, Hódi G, Polányi Z, Kovács K, Karamousouli E, Knollmajer K, Szabó TG, Berta A, Vokó Z, Rokszin G, Abonyi-Tóth Z, Barcza Z, Tamási L, Bogos K. Significant changes in advanced lung cancer survival during the past decade in Hungary: impact of modern immunotherapy and the COVID-19 pandemic. Front Oncol 2023; 13:1207295. [PMID: 37860193 PMCID: PMC10584310 DOI: 10.3389/fonc.2023.1207295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 09/14/2023] [Indexed: 10/21/2023] Open
Abstract
Objective The approval of immunotherapy (I-O) for the treatment of late-stage non-small cell lung cancer (NSCLC) opened new perspectives in improving survival outcomes. However, survival data have not yet been provided from the period of the Covid-19 pandemic. The aims of our study were to assess and compare survival outcomes of patients with advanced LC receiving systemic anticancer treatment (SACT) before and after the approval of immunotherapy in Hungary, and to examine the impact of pandemic on survival outcomes using data from the Hungarian National Health Insurance Fund (NHIF) database. Methods This retrospective, longitudinal study included patients aged ≥20 years who were diagnosed with advanced stage lung cancer (LC) (ICD-10 C34) between 1 January 2011 and 31 December 2021 and received SACT treatment without LC-related surgery. Survival rates were evaluated by year of diagnosis, sex, age, and LC histology. Results In total, 35,416 patients were newly diagnosed with advanced LC and received SACT during the study period (mean age at diagnosis: 62.1-66.3 years). In patients with non-squamous cell carcinoma, 3-year survival was significantly higher among those diagnosed in 2019 vs. 2011-2012 (28.7% [95% CI: 26.4%-30.9%] vs. 14.45% [95% CI: 13.21%-15.69%], respectively). In patients with squamous cell carcinoma, 3-year survival rates were 22.3% (95% CI: 19.4%-25.2%) and 13.37% (95% CI: 11.8%-15.0%) in 2019 and 2011-2012, respectively, the change was statistically significant. Compared to 2011-2012, the hazard ratio of survival change for non-squamous cell carcinoma patients was 0.91, 0.82, and 0.62 in 2015-2016, 2017-2018, and 2019, respectively (p<0.001 for all cases). In the squamous cell carcinoma group, corresponding hazard ratios were 0.93, 0.87, and 0.78, respectively (p<0.001 for all cases). Survival improvements remained significant in both patient populations during the Covid-19 pandemic (2020-2021). No significant improvements were found in the survival of patients with small cell carcinoma. Platinum-based chemotherapy was the most common first-line treatment in all diagnostic periods, however, the proportion of patients receiving first- or second-line immunotherapy significantly increased during the study period. Conclusion 3-year survival rates of NSCLC almost doubled among patients with non-squamous cell carcinoma and significantly improved at squamous cell carcinoma over the past decade in Hungary. Improvements could potentially be attributable by the introduction of immunotherapy and were not offset by the Covid-19 pandemic.
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Affiliation(s)
- Zoltán Kiss
- MSD Pharma Hungary Ltd, Budapest, Hungary
- Second Department of Medicine and Nephrology-Diabetes Center, University of Pécs Medical School, Pécs, Hungary
| | - Gabriella Gálffy
- Pulmonology Hospital Törökbálint, Department of Pulmonology, Törökbálin, Hungary
| | - Veronika Müller
- Department of Pulmonology, Semmelweis University, Budapest, Hungary
| | - Judit Moldvay
- 1st Department of Pulmonology, National Korányi Institute of Pulmonology, Budapest, Hungary
- 2nd Department of Pathology, MTA-SE NAP, Brain Metastasis Research Group, Hungarian Academy of Sciences, Semmelweis University, Budapest, Hungary
| | | | - Zsolt Pápai-Székely
- Fejér County Szent György, University Teaching Hospital, Székesfehérvár, Hungary
| | - Edit Csada
- Csongrád-Csanád County Hospital for Chest Diseases, Deszk, Hungary
| | - Anna Kerpel-Fronius
- National Korányi Institute of Pulmonology, Department of Radiology, Budapest, Hungary
| | - Zsolt Király
- Veszprém County Pulmonary Hospital, Farkasgyepű, Hungary
| | - Zoltán Szász
- Department of Pulmonology, Petz Aladár University Teaching Hospital, Győr, Hungary
| | - Gábor Hódi
- MSD Pharma Hungary Ltd, Budapest, Hungary
| | | | | | | | | | | | | | - Zoltán Vokó
- Center for Health Technology Assessment, Semmelweis University, Budapest, Hungary
- Syreon Research Institute, Budapest, Hungary
| | | | - Zsolt Abonyi-Tóth
- RxTarget Ltd., Szolnok, Hungary
- Department of Biostatistics, University of Veterinary Medicine, Budapest, Hungary
| | | | - Lilla Tamási
- Pulmonology Hospital Törökbálint, Department of Pulmonology, Törökbálin, Hungary
| | - Krisztina Bogos
- National Korányi Institute of Pulmonology, Budapest, Hungary
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Nakwan N, Kumsuk K. Survival Analysis of Lung Cancer: A 10-Year Real-Life Experience in a Non-University-Based Hospital in Thailand (2012-2021). Asian Pac J Cancer Prev 2023; 24:3021-3027. [PMID: 37774053 PMCID: PMC10762758 DOI: 10.31557/apjcp.2023.24.9.3021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 09/11/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND Over the past decades, several studies have mostly revealed that the overall survival among patients with lung cancer in university hospitals remained poor. However, the data on real-world treatments in non-university tertiary hospitals in Thailand still needs to be discovered. The primary objective was to assess the 10-year real-life overall survival among patients with lung cancer in a non-university hospital. METHODS A retrospective cohort study assessed patients diagnosed with lung cancer from a hospital-based lung cancer registry from January 2012 to December 2021 at Hatyai Hospital, Songkhla, Thailand. The demographic data and treatment outcomes were recorded. Kaplan-Meier methods were used for overall survival (OS), and a Log-rank test was used to compare the differences in survival based on different categories of prognostic factors. The prognostic factors for OS were assessed using a Cox-proportional hazard model. RESULTS Of 1,528 patients, the median age was 63.2± 12.1years; 1,009 (66%) were male; 981 (64%) had a history of smoking; 1,433 (93.7)% were non-small-cell lung cancer (NSCLC); 1,327 (87%) presented with stage IV disease. The median OS was 7.8 months for all patients, eight months for those with NSCLC, and 6.4 months for those with small cell lung cancer (SCLC). The 1-year, 3-year, and 5-year cumulative survival rates with all patients were 38%, 11%, and 6%. With NSCLC, 39%, 12%, and 6%, whereas for those with SCLC, 29%, 5%, and 4%, respectively. Disease stage III/IV and male gender were significantly associated with an increased risk of death, whereas receiving 1-2 line systemic treatments and curative surgical resection was a significant factor for survival in lung cancer patients. CONCLUSION In Thailand, the OS in patients with lung cancer has remained low over the decade. However, providing specific-lung cancer therapies and undergoing curative surgery remains a significant factor in improving their survival.
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Affiliation(s)
- Narongwit Nakwan
- Division of Pulmonology, Department of Medicine, Hatyai Medical Education Center, Hatyai Hospital, Songkhla, Thailand.
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Pilleron S, Morris EJA, Dodwell D, Franks KN. Patterns of chemotherapy use and outcomes in advanced non-small cell lung cancer by age in England: A retrospective analysis of the population-based Systemic Anti-Cancer Treatment (SACT) dataset. J Geriatr Oncol 2023; 14:101581. [PMID: 37421786 DOI: 10.1016/j.jgo.2023.101581] [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] [Revised: 03/29/2023] [Accepted: 06/29/2023] [Indexed: 07/10/2023]
Abstract
INTRODUCTION We described the patterns of chemotherapy use and outcomes in patients diagnosed with stage III or IV non-small cell lung cancer (NSCLC) by age in England. MATERIALS AND METHODS In this retrospective population-based study, we included 20,716 (62% stage IV) patients with NSCLC diagnosed from 2014 to 2017 treated with chemotherapy. We used the Systemic Anti-Cancer Treatment (SACT) dataset to describe changes in treatment plan and estimated 30 and 90-day mortality rates and median, 6-, and 12-month overall survival (OS) using Kaplan Meier estimator for patients aged <75 and ≥ 75 by stage. Using flexible hazard regression models we assessed the impact of age, stage, treatment intent (stage III), and performance status on survival. RESULTS Patients aged ≥75 years were less likely to receive two or more regimens, more likely to have their treatment modified because of comorbidities and their doses reduced compared to younger patients. However, early mortality rates and overall survival were similar across ages, apart from the oldest patients with stage III disease. DISCUSSION This observational study demonstrates that age is associated with treatment patterns in an older population with advanced NSCLC in England. Although this reflects a pre-immunotherapy period, given the median age of NSCLC patients and increasingly older population, these results suggest older patients (>75 yrs) may benefit from more intense treatments.
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Affiliation(s)
- Sophie Pilleron
- Big Data Institute, Nuffield Department of Population Health University of Oxford, Oxford, United Kingdom.
| | - Eva J A Morris
- Big Data Institute, Nuffield Department of Population Health University of Oxford, Oxford, United Kingdom
| | - David Dodwell
- Nuffield Department of Population Health, University of Oxford, United Kingdom
| | - Kevin N Franks
- Leeds Teaching Hospitals NHS Trust/University of Leeds, Department of Clinical Oncology, Leeds, United Kingdom; Leeds Institute of Medical Research at St James's, School of Medicine, University of Leeds, United Kingdom
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Prabhash K, Tan DSW, Soo RA, Sitthideatphaiboon P, Chen YM, Voon PJ, Syahruddin E, Chu S, Huggenberger R, Cho BC. Real-world clinical practice and outcomes in treating stage III non-small cell lung cancer: KINDLE-Asia subset. Front Oncol 2023; 13:1117348. [PMID: 37051534 PMCID: PMC10083698 DOI: 10.3389/fonc.2023.1117348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 02/24/2023] [Indexed: 03/29/2023] Open
Abstract
IntroductionStage III non-small cell lung cancer (NSCLC) is a heterogeneous disease requiring multimodal treatment approaches. KINDLE-Asia, as part of a real world global study, evaluated treatment patterns and associated survival outcomes in stage III NSCLC in Asia.MethodsRetrospective data from 57 centers in patients with stage III NSCLC diagnosed between January 2013 and December 2017 were analyzed. Median progression free survival (mPFS) and median overall survival (mOS) estimates with two sided 95% confidence interval (CI) were determined by applying the Kaplan-Meier survival analysis.ResultsOf the total 1874 patients (median age: 63.0 years [24 to 92]) enrolled in the Asia subset, 74.8% were men, 54.7% had stage IIIA disease, 55.7% had adenocarcinoma, 34.3% had epidermal growth factor receptor mutations (EGFRm) and 50.3% had programmed death-ligand 1 (PD-L1) expression (i.e. PD-L1 ≥1%). Of the 31 treatment approaches as initial therapy, concurrent chemoradiotherapy (CRT) was the most frequent (29.3%), followed by chemotherapy (14.8%), sequential CRT (9.5%), and radiotherapy (8.5%). Targeted therapy alone was used in 81 patients of the overall population. For the Asia cohort, the mPFS and mOS were 12.8 months (95% CI, 12.2–13.7) and 42.3 months (95% CI, 38.1–46.8), respectively. Stage IIIA disease, Eastern Cooperative Oncology Group ≤1, age ≤65 years, adenocarcinoma histology and surgery/concurrent CRT as initial therapy correlated with better mOS (p < 0.05).ConclusionsThe results demonstrate diverse treatment patterns and survival outcomes in the Asian region. The high prevalence of EGFRm and PD-L1 expression in stage III NSCLC in Asia suggests the need for expanding access to molecular testing for guiding treatment strategies with tyrosine kinase inhibitors and immunotherapies in this region.
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Affiliation(s)
- Kumar Prabhash
- Department of Medical Oncology, Tata Memorial Hospital, Mumbai, Maharashtra, India
| | | | - Ross A. Soo
- Department of Haematology-Oncology, National University Cancer Institute, Singapore, Singapore
| | - Piyada Sitthideatphaiboon
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Bangkok, Thailand
| | - Yuh Min Chen
- Taipei Veterans General Hospital, School of Medicine, National Yang-Ming Medical University, Taipei City, Taiwan
| | - Pei Jye Voon
- Department of Radiotherapy and Oncology, Hospital Umum Sarawak, Kuching, Sarawak, Malaysia
| | - Elisna Syahruddin
- Department of Pulmonology and Respiratory Medicine, Faculty of Medicine, Universitas Indonesia, Persahabatan Hospital, Jakarta, Indonesia
| | - Sojung Chu
- Medical Affairs, AstraZeneca, Seoul, Republic of Korea
| | | | - Byoung-Chul Cho
- Division of Medical Oncology, Yonsei Cancer Centre, Yonsei University College of Medicine, Seoul, Republic of Korea
- *Correspondence: Byoung-Chul Cho,
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Sorafenib Alleviates Inflammatory Signaling of Tumor Microenvironment in Precancerous Lung Injuries. Pharmaceuticals (Basel) 2023. [DOI: 10.3390/ph16020221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
According to population-based studies, lung cancer is the prominent reason for cancer-related mortality worldwide in males and is also rising in females at an alarming rate. Sorafenib (SOR), which is approved for the treatment of hepatocellular carcinoma and renal cell carcinoma, is a multitargeted protein kinase inhibitor. Additionally, SOR is the subject of interest for preclinical and clinical trials in lung cancer. This study was designed to assess in vivo the possible effects of sorafenib (SOR) in diethylnitrosamine (DEN)-induced lung carcinogenesis and examine its probable mechanisms of action. A total of 30 adult male rats were divided into three groups (1) control, (2) DEN, and (3) DEN + SOR. The chemical induction of lung carcinogenesis was performed by injection of DEN intraperitoneally at 150 mg/kg once a week for two weeks. The DEN-administered rats were co-treated with SOR of 10 mg/kg by oral gavage for 42 alternate days. Serum and lung tissue samples were analyzed to determine SRY-box transcription factor 2 (SOX-2) levels. The tumor necrosis factor alpha (TNF-α) and interleukin-1 beta (IL-1β) levels were measured in lung tissue supernatants. Lung sections were analyzed for cyclooxygenase-2 (COX-2) and c-Jun N-terminal kinase (JNK) histopathologically. In addition, cyclooxygenase-2 (COX-2) and c-Jun N-terminal kinase (JNK) were analyzed by immunohistochemistry and immunofluorescence methods, respectively. SOR reduced the level of SOX-2 that maintenance of cancer stemness and tumorigenicity, and TNF-α and IL-1β levels. Histopathological analysis demonstrated widespread inflammatory cell infiltration, disorganized alveolar structure, hyperemia in the vessels, and thickened alveolar walls in DEN-induced rats. The damage was markedly reduced upon SOR treatment. Further, immunohistochemical and immunofluorescence analysis also revealed increased expression of COX-2 and JNK expression in DEN-intoxicated rats. However, SOR treatment alleviated the expression of these inflammatory markers in DEN-induced lung carcinogenesis. These findings suggested that SOR inhibits DEN-induced lung precancerous lesions through decreased inflammation with concomitant in reduced SOX-2 levels, which enables the maintenance of cancer stem cell properties.
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Evolution of treatment patterns and survival outcomes in patients with advanced non-small cell lung cancer treated at Frankfurt University Hospital in 2012-2018. BMC Pulm Med 2023; 23:16. [PMID: 36639770 PMCID: PMC9838033 DOI: 10.1186/s12890-022-02288-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 12/15/2022] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have improved outcomes for patients with advanced non-small cell lung cancer (NSCLC) versus chemotherapy in clinical trials. In Germany, ICIs have been used clinically since 2015 for patients with advanced/metastatic NSCLC without epidermal growth factor receptor (EGFR)/anaplastic lymphoma kinase (ALK) aberrations. As part of I-O Optimise, a multinational research program utilizing real-world data on thoracic malignancies, we describe real-world treatment patterns and survival following reimbursement of ICIs for advanced NSCLC in Germany. METHODS This retrospective cohort study included patients with locally advanced/metastatic NSCLC without known EGFR/ALK aberrations who received a first line of therapy at Frankfurt University Hospital between January 2012 and December 2018, with follow-up to December 2019 or death, whichever occurred first. Using electronic medical records, treatment patterns and survival outcomes were described by histology (squamous cell [SQ]; non-squamous cell [NSQ]/other) and time period (pre- and post-ICI approval). RESULTS Among eligible patients who started first-line treatment, 136 (pre-ICI) and 126 (post-ICI) had NSQ/other histology, and 32 (pre-ICI) and 38 (post-ICI) had SQ histology. Use of an ICI in the NSQ/other cohort increased from 5.9% (all second- or third-line) in the pre-ICI period to 57.1% (22.2% in first-line, including 13.5% as monotherapy and 8.7% combined with chemotherapy) in the post-ICI period. This was paralleled by a significant (P < 0.0001) prolongation of median (95% CI) OS from 9.4 (7.1-11.1) to 14.8 (12.7-20.5) months between the pre-ICI and post-ICI periods. A similar increase in the uptake of ICI was observed for the SQ cohort (from 3.1% pre-ICI [fourth-line] to 52.6% post-ICI [28.9% as first-line, including 15.8% as monotherapy and 13.2% combined with chemotherapy]); however, analysis of survival outcomes was limited by small group sizes. CONCLUSION These real-world data complement clinical trial evidence on the effectiveness of ICIs in patients with advanced NSCLC and NSQ/other histology in Germany.
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Hofmarcher T, Lindgren P, Wilking N. Systemic anti-cancer therapy patterns in advanced non-small cell lung cancer in Europe. J Cancer Policy 2022; 34:100362. [PMID: 36087918 DOI: 10.1016/j.jcpo.2022.100362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 09/02/2022] [Accepted: 09/05/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Systemic anti-cancer therapy (SACT) is the recommended treatment modality in patients with advanced non-small cell lung cancer (aNSCLC) in clinical guidelines. SACT options in aNSCLC have multiplied in recent years with the introduction of immunotherapy and targeted therapy. This article presents findings from the first comparative analysis of SACT patterns in Europe. METHODS SACT rates in aNSCLC were estimated as the ratio between the number of patients treated with SACT (chemotherapy, immunotherapy, targeted therapy) and the number of potentially eligible patients for SACT in 11 countries (Belgium, Bulgaria, Finland, Hungary, Ireland, Netherlands, Norway, Poland, Portugal, Romania, UK) between 2014 and 2020. Treated patients were estimated by combining national sales volume data of cancer drugs and average drug use per patient based on clinical trials. Potentially eligible patients were estimated from national epidemiological data. RESULTS SACT rates in aNSCLC differed greatly, ranging from around 30 % in Hungary, Poland, and the UK to almost 60 % in Ireland, Norway, and Portugal in 2014. SACT rates seemed to increase over time in most countries, but differences were still large by 2020, ranging from around 40 % in the UK to 75 % or more in Belgium, Norway, and Portugal. Even in countries with the highest SACT rates, far from all patients seemed to receive guideline-recommended SACT options, as underuse of immunotherapy and targeted therapy was common. CONCLUSION Up to 35 % of eligible patients with aNSCLC receives no SACT in certain European countries, although improvements have been achieved over time. The use of immunotherapy and targeted therapy is suboptimal even in countries with high SACT rates, indicating room to improve the quality of care and patient outcomes. POLICY SUMMARY Measuring if and what kind of therapy cancer patients have access to is vital to assess quality of care. The care of aNSCLC patients seems to be suboptimal in Europe, due to factors such as exclusion of patients with moderate performance status from SACT, limited resources for diagnostic testing, long reimbursement timelines and slow adoption of new medicines in clinical practice.
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Affiliation(s)
- Thomas Hofmarcher
- IHE - The Swedish Institute for Health Economics, Råbygatan 2, SE-22361, Lund, Sweden.
| | - Peter Lindgren
- IHE - The Swedish Institute for Health Economics, Råbygatan 2, SE-22361, Lund, Sweden; Karolinska Institutet, Solnavägen 1, SE-17177, Solna, Sweden
| | - Nils Wilking
- Karolinska Institutet, Solnavägen 1, SE-17177, Solna, Sweden
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11
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Impact of immune checkpoint inhibitors on the management of locally advanced or metastatic non-small cell lung cancer in real-life practice in patients initiating treatment between 2015 and 2018 in France and Germany. Lung Cancer 2022; 172:65-74. [DOI: 10.1016/j.lungcan.2022.08.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/22/2022] [Accepted: 08/01/2022] [Indexed: 12/20/2022]
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12
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Carroll R, Bortolini M, Calleja A, Munro R, Kong S, Daumont MJ, Penrod JR, Lakhdari K, Lacoin L, Cheung WY. Trends in treatment patterns and survival outcomes in advanced non-small cell lung cancer: a Canadian population-based real-world analysis. BMC Cancer 2022; 22:255. [PMID: 35264135 PMCID: PMC8908553 DOI: 10.1186/s12885-022-09342-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 02/24/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND As part of the multi-country I-O Optimise research initiative, this population-based study evaluated real-world treatment patterns and overall survival (OS) in patients treated for advanced non-small cell lung cancer (NSCLC) before and after public reimbursement of immuno-oncology (I-O) therapies in Alberta province, Canada. METHODS This study used data from the Oncology Outcomes (O2) database, which holds information for ~ 4.5 million residents of Alberta. Eligible patients were adults newly diagnosed with NSCLC between January 2010 and December 2017 and receiving first-line therapy for advanced NSCLC (stage IIIB or IV) either in January 2010-March 2016 (pre-I-O period) or April 2016-June 2019 (post-I-O period). Time periods were based on the first public reimbursement of I-O therapy in Alberta (April 2017), with a built-in 1-year lag time before this date to allow progression to second-line therapy, for which the I-O therapy was indicated. Kaplan-Meier methods were used to estimate OS. RESULTS Of 2244 analyzed patients, 1501 (66.9%) and 743 (33.1%) received first-line treatment in the pre-I-O and post-I-O periods, respectively. Between the pre-I-O and post-I-O periods, proportions of patients receiving chemotherapy decreased, with parallel increases in proportions receiving I-O therapies in both the first-line (from < 0.5% to 17%) and second-line (from 8% to 47%) settings. Increased use of I-O therapies in the post-I-O period was observed in subgroups with non-squamous (first line, 15%; second line, 39%) and squamous (first line, 25%; second line, 65%) histology. First-line use of tyrosine kinase inhibitors also increased among patients with non-squamous histology (from 26% to 30%). In parallel with these evolving treatment patterns, median OS increased from 10.2 to 12.1 months for all patients (P < 0.001), from 11.8 to 13.7 months for patients with non-squamous histology (P = 0.022) and from 7.8 to 9.4 months for patients with squamous histology (P = 0.215). CONCLUSIONS Following public reimbursement, there was a rapid and profound adoption of I-O therapies for advanced NSCLC in Alberta, Canada. In addition, OS outcomes were significantly improved for patients treated in the post-I-O versus pre-I-O periods. These data lend support to the emerging body of evidence for the potential real-world benefits of I-O therapies for treatment of patients with advanced NSCLC.
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Affiliation(s)
- Robert Carroll
- Centre for Observational Research & Data Sciences, Bristol Myers Squibb, Uxbridge, UK
| | | | | | | | - Shiying Kong
- Department of Oncology, University of Calgary, Calgary, AB, Canada
| | - Melinda J Daumont
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Braine-l'Alleud, Belgium
| | - John R Penrod
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Princeton, NJ, USA
| | - Khalid Lakhdari
- Health Economics and Market Access Oncology, Bristol Myers Squibb, Saint-Laurent, QC, Canada
| | | | - Winson Y Cheung
- Department of Medical Oncology, Tom Baker Cancer Centre, University of Calgary, Calgary, AB, Canada.
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13
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Moore S, Thabet C, Wheatley-Price P. Brief Report: Medical Assistance in Dying in Patients With Lung Cancer. JTO Clin Res Rep 2022; 3:100283. [PMID: 35199055 PMCID: PMC8851231 DOI: 10.1016/j.jtocrr.2022.100283] [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: 11/24/2021] [Revised: 01/10/2022] [Accepted: 01/12/2022] [Indexed: 11/05/2022] Open
Abstract
INTRODUCTION Medical assistance in dying (MAiD) was legalized in Canada in 2016. Cancer accounts for 60% to 65% of MAiD cases. Lung cancer, the most common cause of cancer death, is expected to makeup a large number of MAiD cases. Lung cancer treatment has advanced in recent years; however, involvement of oncology specialists and use of systemic therapy in patients who receive MAiD are unknown. METHODS All patients with lung cancer referred to the Champlain Regional MAiD Program from June 17, 2016, to November 30, 2020, were reviewed. Baseline demographics, diagnostic, referral, and treatment details were collected by retrospective review. Coprimary end points were the proportion of patients who met a medical oncologist or who received systemic therapy. RESULTS During the study period, 255 patients with cancer underwent MAiD. Of these, 45 (17.6%) had lung cancer, comprising our final study population. Baseline characteristics: median age 72 years, 64% female, 85% former or current smoking history, 82% non-small cell, 4% small cell, and 13% clinical diagnosis without biopsy. Most patients (78%) were seen by a medical oncologist, though only 16 (36%) received systemic therapy for advanced disease. In subpopulations of interest, 45% of patients with programmed death-ligand 1 greater than or equal to 50% received immunotherapy and 75% with an oncogenic driver mutation received targeted therapy. There were 26 patients (58%) who had a documented discussion with their oncologist regarding the transition to best supportive care. CONCLUSIONS Most patients with lung cancer are assessed by an oncology specialist before MAiD, though less than half received systemic therapy. Among patients with more treatable forms of lung cancer, many patients still undergo MAiD without accessing, or in some cases being assessed for, these treatment options.
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Affiliation(s)
- Sara Moore
- Department of Medicine, University of Ottawa at The Ottawa Hospital and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Chloé Thabet
- Department of Medicine, University of Ottawa at The Ottawa Hospital and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Paul Wheatley-Price
- Department of Medicine, University of Ottawa at The Ottawa Hospital and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
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14
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Horvat P, Gray CM, Lambova A, Christian JB, Lasiter L, Stewart M, Allen J, Clarke P, Chen C, Reich A. Comparing Findings From a Friends of Cancer Research Exploratory Analysis of Real-World End Points With the Cancer Analysis System in England. JCO Clin Cancer Inform 2021; 5:1155-1168. [PMID: 34860576 PMCID: PMC8763340 DOI: 10.1200/cci.21.00013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
PURPOSE This study compared real-world end points extracted from the Cancer Analysis System (CAS), a national cancer registry with linkage to national mortality and other health care databases in England, with those from diverse US oncology data sources, including electronic health care records, insurance claims, unstructured medical charts, or a combination, that participated in the Friends of Cancer Research Real-World Evidence Pilot Project 1.0. Consistency between data sets and between real-world overall survival (rwOS) was assessed in patients with immunotherapy-treated advanced non-small-cell lung cancer (aNSCLC). PATIENTS AND METHODS Patients with aNSCLC, diagnosed between January 2013 and December 2017, who initiated treatment with approved programmed death ligand-1 (PD-[L]1) inhibitors until March 2018 were included. Real-world end points, including rwOS and real-world time to treatment discontinuation (rwTTD), were assessed using Kaplan-Meier analysis. A synthetic data set, Simulacrum, on the basis of conditional random sampling of the CAS data was used to develop and refine analysis scripts while protecting patient privacy. RESULTS Characteristics (age, sex, and histology) of the 2,035 patients with immunotherapy-treated aNSCLC included in the CAS study were broadly comparable with US data sets. In CAS, a higher proportion (46.7%) of patients received a PD-(L)1 inhibitor in the first line than in US data sets (18%-30%). Median rwOS (11.4 months; 95% CI, 10.4 to 12.7) and rwTTD (4.9 months; 95% CI, 4.7 to 5.1) were within the range of US-based data sets (rwOS, 8.6-13.5 months; rwTTD, 3.2-7.0 months). CONCLUSION The CAS findings were consistent with those from US-based oncology data sets. Such consistency is important for regulatory decision making. Differences observed between data sets may be explained by variation in health care settings, such as the timing of PD-(L)1 approval and reimbursement, and data capture.
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Affiliation(s)
| | | | | | | | | | | | - Jeff Allen
- Friends of Cancer Research, Washington, DC
| | - Paul Clarke
- Health Data Insight CIC, Cambridge, United Kingdom.,National Cancer Registration and Analysis Service, London, United Kingdom
| | - Cong Chen
- Health Data Insight CIC, Cambridge, United Kingdom.,National Cancer Registration and Analysis Service, London, United Kingdom
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15
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Soares M, Antunes L, Redondo P, Borges M, Grimson F, Hermans R, Chaib C, Lacoin L, Juarez-Garcia A, Daumont MJ, Penrod JR, Bento MJ, Gonçalves FR. Small cell lung cancer treatment and survival in Portugal: A retrospective analysis from the I-O Optimise initiative. Eur J Cancer Care (Engl) 2021; 30:e13496. [PMID: 34288191 PMCID: PMC9285943 DOI: 10.1111/ecc.13496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 05/11/2021] [Accepted: 07/08/2021] [Indexed: 02/03/2023]
Abstract
Objective We aim to describe treatment patterns and overall survival (OS) among a Portuguese cohort of patients with small cell lung cancer (SCLC). Methods This study utilised a database held by IPO‐Porto, Portugal's largest oncology hospital. Adult patients diagnosed with SCLC at IPO‐Porto between January 2012 and June 2017, with follow‐up to December 2017, were included. Patients were stratified into subgroups with limited disease (LD) or extensive disease (ED). Treatment analyses were performed from 2015 onwards. Results Overall, 227 patients diagnosed with SCLC (37 LD; 190 ED) were analysed. Median OS (interquartile range [IQR]) was 15.0 months (3.8–39.3) for LD‐SCLC and 5.0 months (1.7–10.3) for ED‐SCLC. Among 19 patients diagnosed with LD‐SCLC from 2015 onwards, 12 (63.2%) received initial treatment with systemic anticancer therapy (SACT) ± radiotherapy; 6 (31.6%) received best supportive care (BSC). Among 89 patients with ED‐SCLC, 57 (68.5%) received SACT ± palliative radiotherapy; 28 (31.5%) received BSC. For patients receiving platinum doublet chemotherapy (±radiotherapy), median OS (IQR) was not reached for LD‐SCLC and 5.4 months (2.3–10.9) for ED‐SCLC. Conclusion This real‐world data analysis from a large Portuguese oncology hospital demonstrates a high disease burden for patients diagnosed with SCLC, particularly those with ED, and highlights a need for more effective therapies.
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Affiliation(s)
- Marta Soares
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Luís Antunes
- Cancer Epidemiology Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Patrícia Redondo
- Outcomes Research Laboratory, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | - Marina Borges
- Outcomes Research Laboratory, Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal
| | | | | | - Carlos Chaib
- Research & Development Medical Affairs, Bristol Myers Squibb, Madrid, Spain
| | | | | | - Melinda J Daumont
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Braine-l'Alleud, Belgium
| | - John R Penrod
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Princeton, New Jersey, USA
| | - Maria José Bento
- Cancer Epidemiology Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO-Porto), Porto, Portugal.,Department of Population Studies, Institute of Biomedical Sciences Abel Salazar, University of Porto, Porto, Portugal
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16
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Soares M, Antunes L, Redondo P, Borges M, Hermans R, Patel D, Grimson F, Munro R, Chaib C, Lacoin L, Daumont M, Penrod JR, O'Donnell JC, Bento MJ, Gonçalves FR. Treatment and outcomes for early non-small-cell lung cancer: a retrospective analysis of a Portuguese hospital database. Lung Cancer Manag 2021; 10:LMT46. [PMID: 34084212 PMCID: PMC8162184 DOI: 10.2217/lmt-2020-0028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Aim: This observational study evaluated treatment patterns and survival for patients with stage I–IIIA non-small-cell lung cancer (NSCLC). Materials & methods: Adults newly diagnosed with NSCLC in 2012–2016 at IPO-Porto hospital were included. Treatment data were available for patients diagnosed in 2015–2016. Results: 495 patients were included (median age: 67 years). The most common treatments were surgery alone or with another therapy (stage I: 66%) and systemic anticancer therapy plus radiotherapy (stage II: 54%; stage IIIA: 59%). One-year OS (95% CI) for patients with stage I, II and IIIA NSCLC (diagnosed 2012–2016) were 92% (88–96), 71% (62–82) and 69% (63–75), respectively; one-year OS (95% CI) for treated patients with stage I–II or stage IIIA NSCLC (diagnosed 2015–2016) were 89% (81–97) and 86% (75–98) for non-squamous cell and 76% (60–95) and 49% (34–70) for squamous cell NSCLC. Conclusion: Treatment advances are strongly needed for stage I–IIIA NSCLC, especially for patients with squamous cell histology.
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Affiliation(s)
- Marta Soares
- Department of Medical Oncology, Portuguese Oncology Institute of Porto (IPO-Porto), 4200-072 Porto, Portugal
| | - Luís Antunes
- Cancer Epidemiology Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO-Porto), 4200-072 Porto, Portugal
| | - Patrícia Redondo
- Outcomes Research Lab, Portuguese Oncology Institute of Porto (IPO-Porto), 4200-072 Porto, Portugal
| | - Marina Borges
- Outcomes Research Lab, Portuguese Oncology Institute of Porto (IPO-Porto), 4200-072 Porto, Portugal
| | | | - Dony Patel
- Real World Solutions, IQVIA, London, N1 9JY, UK
| | | | - Robin Munro
- Real World Solutions, IQVIA, London, N1 9JY, UK
| | - Carlos Chaib
- R&D Medical Affairs, Bristol Myers Squibb, 28050 Madrid, Spain
| | - Laure Lacoin
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, 1420 Braine-l'Alleud, Belgium.,Epi-Fit, Bordeaux, Nouvelle-Aquitaine 33000, France
| | - Melinda Daumont
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, 1420 Braine-l'Alleud, Belgium
| | - John R Penrod
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Princeton, NJ 08540, USA
| | - John C O'Donnell
- Worldwide Health Economics & Outcomes Research, Bristol Myers Squibb, Princeton, NJ 08540, USA
| | - Maria José Bento
- Cancer Epidemiology Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute of Porto (IPO-Porto), 4200-072 Porto, Portugal.,Department of Population Studies, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), 4050-313 Porto, Portugal
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