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Nargund RS, Ishizawa S, Eghbalizarch M, Yeh P, Mousavi Janbeh Saray SM, Nofal S, Geng Y, Cao P, Ostrin EJ, Meza R, Tammemägi MC, Volk RJ, Lopez-Olivo MA, Toumazis I. Natural history models for lung Cancer: A scoping review. Lung Cancer 2025; 203:108495. [PMID: 40174386 DOI: 10.1016/j.lungcan.2025.108495] [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: 11/18/2024] [Revised: 03/11/2025] [Accepted: 03/13/2025] [Indexed: 04/04/2025]
Abstract
INTRODUCTION Natural history models (NHMs) of lung cancer (LC) simulate the disease's natural progression providing a baseline for assessing the impact of interventions. NHMs have been increasingly used to inform public health policies, highlighting their utility. The objective of this scoping review was to summarize existing LC NHMs, identify their limitations, and propose a framework for future NHM development. METHODS We searched MEDLINE, Embase, Web of Science, and IEEE Xplore from their inception to October 5, 2023, for peer-reviewed, full-length articles with an LC NHM. Model characteristics, their applications, data sources used, and limitations were extracted and narratively synthesized. RESULTS From 238 publications, 69 publications were included in our review, corresponding to 22 original LC NHMs and 47 model applications. The majority of the models (n = 15, 68 %) used a microsimulation approach. NHM parameters were predominately informed by cancer registries, trial and institutional data, and literature. Model quality and performance were evaluated in 8 (36 %) models. Twenty (91 %) models included at least one carcinogenesis risk factor-primarily age, sex, and smoking history. Three (14 %) LC NHMs modeled progression in never-smokers; one (5 %) addressed recurrence. Non-tobacco smoking, nodule type, and biomarker expression were not considered in existing NHMs. Based on our findings, we proposed a framework for future LC NHM development which incorporates recurrence, nodule type differentiation, biomarker expression levels, biological factors, and non-smoking-related risk factors. CONCLUSION Regular updating and future research are warranted to address limitations in existing NHMs thereby ensuring relevance and accuracy of modeling approaches in the evolving LC landscape.
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Affiliation(s)
- Renu Sara Nargund
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sayaka Ishizawa
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maryam Eghbalizarch
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Paul Yeh
- Department of Management, Policy, and Community Health, University of Texas Health Science Center at Houston School of Public Health, Houston, TX, USA
| | | | - Sara Nofal
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yimin Geng
- Research Medical Library, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Pianpian Cao
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Public Health, Purdue University, West Lafayette, IN, USA
| | - Edwin J Ostrin
- General Internal Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rafael Meza
- British Columbia Cancer Research Institute, Vancouver, British Columbia, Canada; School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Martin C Tammemägi
- Department of Health Sciences, Brock University, St. Catharines, Ontario, Canada
| | - Robert J Volk
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maria A Lopez-Olivo
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Iakovos Toumazis
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Marinelli F, Braghiroli MB, Bisceglia I, Roncaglia F, Pezzarossi A, Morabito F, Neri A, Giorgi Rossi P, Mangone L. The accuracy of administrative data in identifying pulmonary metastases: a population-based study in Northern Italy. Eur J Cancer Prev 2025:00008469-990000000-00217. [PMID: 40177993 DOI: 10.1097/cej.0000000000000964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025]
Abstract
OBJECTIVE Lung cancer remains a highly prevalent and lethal disease, with the majority of tumors identified at advanced stages. Screening with low-dose CT was shown to be effective in reducing mortality through early diagnosis. Administrative data are increasingly utilized in clinical settings and research for identifying metastatic lung cancer, yet their accuracy and limitations require thorough evaluation. METHODS This study evaluated the use of administrative data to identify lung cancer metastases within the population-based cancer registry (CR) of Reggio Emilia by cross-referencing registry data with administrative hospital discharge records (HDRs). Distant metastases were identified using specific International Classification of Diseases, 9th revision codes, with medical records reviewed to validate and refine the identification process. Standardized incidence and mortality rates were calculated and analyzed using joinpoint regression. RESULTS Between 2018 and 2021, 1391 lung cancers exhibiting at least one HDR were identified. Of these, 383 (27.5%) cases had distant metastases, 80 (6%) had a second tumor, and 12 (1.5%) had unknown tumor sites. After a manual review of cases with codes 196 (secondary and unspecified malignant neoplasm of lymph nodes) and code 199 (malignant neoplasm without specification of the site), the number of identified metastatic tumors increased to 30.5%. Lung cancer metastases identified by the CR showed an HDR sensitivity equal to 32.6%. CONCLUSION Administrative data, even with manual verification, achieved a positive predictive value of 30.5 for metastatic tumors. The scientific community and policymakers must be aware of these limitations and the need for additional resources to accurately screen to evaluate lung cancer.
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Affiliation(s)
| | | | | | | | | | | | - Antonino Neri
- Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | | | - Lucia Mangone
- Epidemiology Unit, Azienda USL-IRCCS di Reggio Emilia
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Guerreiro T, Aguiar P, Araújo A. Current Evidence for a Lung Cancer Screening Program. PORTUGUESE JOURNAL OF PUBLIC HEALTH 2024; 42:133-158. [PMID: 39469231 PMCID: PMC11498919 DOI: 10.1159/000538434] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 03/01/2024] [Indexed: 10/30/2024] Open
Abstract
Background Lung cancer screening is still in an early phase compared to other cancer screening programs, despite its high lethality particularly when diagnosed late. Achieving early diagnosis is crucial to obtain optimal outcomes. Summary In this review, we will address the current evidence on lung cancer screening through low-dose computed tomography (LDCT) and its impact on mortality reduction, existing screening recommendations, patient eligibility criteria, screening frequency and duration, benefits and harms, cost-effectiveness and some insights on lung cancer screening implementation and adoption. Additionally, new non-imaging, noninvasive biomarkers with high diagnostic potential are also briefly highlighted. Key Messages LDCT screening in a prespecified population based on age and smoking history proved to reduce lung cancer mortality. Optimization of the target population and management of LDCT pitfalls can further improve lung cancer screening efficiency and cost-effectiveness. Novel screening technologies and biomarkers being studied can potentially be game-changers in lung cancer screening and diagnosis.
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Affiliation(s)
- Teresa Guerreiro
- NOVA National School of Public Health, NOVA University of Lisbon, Lisbon, Portugal
| | - Pedro Aguiar
- NOVA National School of Public Health, NOVA University of Lisbon, Lisbon, Portugal
- Public Health Research Center, NOVA University of Lisbon, Lisbon, Portugal
| | - António Araújo
- CHUPorto - University Hospitalar Center of Porto, Porto, Portugal
- UMIB - Unit for Multidisciplinary Research in Biomedicine, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal
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Tupper HI, Lawson BL, Kipnis P, Patel AR, Ashiku SK, Roubinian NH, Myers LC, Liu VX, Velotta JB. Video-Assisted vs Robotic-Assisted Lung Lobectomies for Operating Room Resource Utilization and Patient Outcomes. JAMA Netw Open 2024; 7:e248881. [PMID: 38700865 PMCID: PMC11069083 DOI: 10.1001/jamanetworkopen.2024.8881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 02/09/2024] [Indexed: 05/06/2024] Open
Abstract
Importance With increased use of robots, there is an inadequate understanding of minimally invasive modalities' time costs. This study evaluates the operative durations of robotic-assisted vs video-assisted lung lobectomies. Objective To compare resource utilization, specifically operative time, between video-assisted and robotic-assisted thoracoscopic lung lobectomies. Design, Setting, and Participants This retrospective cohort study evaluated patients aged 18 to 90 years who underwent minimally invasive (robotic-assisted or video-assisted) lung lobectomy from January 1, 2020, to December 31, 2022, with 90 days' follow-up after surgery. The study included multicenter electronic health record data from 21 hospitals within an integrated health care system in Northern California. Thoracic surgery was regionalized to 4 centers with 14 board-certified general thoracic surgeons. Exposures Robotic-assisted or video-assisted lung lobectomy. Main Outcomes and Measures The primary outcome was operative duration (cut to close) in minutes. Secondary outcomes were length of stay, 30-day readmission, and 90-day mortality. Comparisons between video-assisted and robotic-assisted lobectomies were generated using the Wilcoxon rank sum test for continuous variables and the χ2 test for categorical variables. The average treatment effects were estimated with augmented inverse probability treatment weighting (AIPTW). Patient and surgeon covariates were adjusted for and included patient demographics, comorbidities, and case complexity (age, sex, race and ethnicity, neighborhood deprivation index, body mass index, Charlson Comorbidity Index score, nonelective hospitalizations, emergency department visits, a validated laboratory derangement score, a validated institutional comorbidity score, a surgeon-designated complexity indicator, and a procedural code count), and a primary surgeon-specific indicator. Results The study included 1088 patients (median age, 70.1 years [IQR, 63.3-75.8 years]; 704 [64.7%] female), of whom 446 (41.0%) underwent robotic-assisted and 642 (59.0%) underwent video-assisted lobectomy. The median unadjusted operative duration was 172.0 minutes (IQR, 128.0-226.0 minutes). After AIPTW, there was less than a 10% difference in all covariates between groups, and operative duration was a median 20.6 minutes (95% CI, 12.9-28.2 minutes; P < .001) longer for robotic-assisted compared with video-assisted lobectomies. There was no difference in adjusted secondary patient outcomes, specifically for length of stay (0.3 days; 95% CI, -0.3 to 0.8 days; P = .11) or risk of 30-day readmission (adjusted odds ratio, 1.29; 95% CI, 0.84-1.98; P = .13). The unadjusted 90-day mortality rate (1.3% [n = 14]) was too low for the AIPTW modeling process. Conclusions and Relevance In this cohort study, there was no difference in patient outcomes between modalities, but operative duration was longer in robotic-assisted compared with video-assisted lung lobectomy. Given that this elevated operative duration is additive when applied systematically, increased consideration of appropriate patient selection for robotic-assisted lung lobectomy is needed to improve resource utilization.
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Affiliation(s)
- Haley I. Tupper
- Division of General Surgery, Department of Surgery, University of California, Los Angeles
| | - Brian L. Lawson
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Patricia Kipnis
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Ashish R. Patel
- Division of Thoracic Surgery, Department of Surgery, Kaiser Permanente Oakland, Oakland, California
| | - Simon K. Ashiku
- Division of Thoracic Surgery, Department of Surgery, Kaiser Permanente Oakland, Oakland, California
| | - Nareg H. Roubinian
- Division of Research, Kaiser Permanente Northern California, Oakland
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Laura C. Myers
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Vincent X. Liu
- Division of Research, Kaiser Permanente Northern California, Oakland
| | - Jeffrey B. Velotta
- Division of Thoracic Surgery, Department of Surgery, Kaiser Permanente Oakland, Oakland, California
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
- Department of Surgery, University of California San Francisco School of Medicine
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Hardavella G, Frille A, Chalela R, Sreter KB, Petersen RH, Novoa N, de Koning HJ. How will lung cancer screening and lung nodule management change the diagnostic and surgical lung cancer landscape? Eur Respir Rev 2024; 33:230232. [PMID: 38925794 PMCID: PMC11216686 DOI: 10.1183/16000617.0232-2023] [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: 11/09/2023] [Accepted: 04/16/2024] [Indexed: 06/28/2024] Open
Abstract
INTRODUCTION Implementation of lung cancer screening, with its subsequent findings, is anticipated to change the current diagnostic and surgical lung cancer landscape. This review aimed to identify and present the most updated expert opinion and discuss relevant evidence regarding the impact of lung cancer screening and lung nodule management on the diagnostic and surgical landscape of lung cancer, as well as summarise points for clinical practice. METHODS This article is based on relevant lectures and talks delivered during the European Society of Thoracic Surgeons-European Respiratory Society Collaborative Course on Thoracic Oncology (February 2023). Original lectures and talks and their relevant references were included. An additional literature search was conducted and peer-reviewed studies in English (December 2022 to June 2023) from the PubMed/Medline databases were evaluated with regards to immediate affinity of the published papers to the original talks presented at the course. An updated literature search was conducted (June 2023 to December 2023) to ensure that updated literature is included within this article. RESULTS Lung cancer screening suspicious findings are expected to increase the number of diagnostic investigations required therefore impacting on current capacity and resources. Healthcare systems already face a shortage of imaging and diagnostic slots and they are also challenged by the shortage of interventional radiologists. Thoracic surgery will be impacted by the wider lung cancer screening implementation with increased volume and earlier stages of lung cancer. Nonsuspicious findings reported at lung cancer screening will need attention and subsequent referrals where required to ensure participants are appropriately diagnosed and managed and that they are not lost within healthcare systems. CONCLUSIONS Implementation of lung cancer screening requires appropriate mapping of existing resources and infrastructure to ensure a tailored restructuring strategy to ensure that healthcare systems can meet the new needs.
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Affiliation(s)
- Georgia Hardavella
- 4th-9th Department of Respiratory Medicine, "Sotiria" Athens' Chest Diseases Hospital, Athens, Greece
| | - Armin Frille
- Department of Respiratory Medicine, University of Leipzig, Leipzig, Germany
| | - Roberto Chalela
- Department of Respiratory Medicine: Lung Cancer and Endoscopy Unit, Hospital del Mar - Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Katherina B Sreter
- Department of Pulmonology, University Hospital Centre "Sestre Milosrdnice", Zagreb, Croatia
| | - Rene H Petersen
- Department of Cardiothoracic Surgery, University of Copenhagen, Rigshospitalet, Copenhagen, Denmark
| | - Nuria Novoa
- Department of Thoracic Surgery, University Hospital Puerta de Hierro-Majadahonda, Madrid, Spain
| | - Harry J de Koning
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
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Baldwin DR, O'Dowd EL, Tietzova I, Kerpel-Fronius A, Heuvelmans MA, Snoeckx A, Ashraf H, Kauczor HU, Nagavci B, Oudkerk M, Putora PM, Ryzman W, Veronesi G, Borondy-Kitts A, Rosell Gratacos A, van Meerbeeck J, Blum TG. Developing a pan-European technical standard for a comprehensive high-quality lung cancer computed tomography screening programme: an ERS technical standard. Eur Respir J 2023; 61:2300128. [PMID: 37202154 DOI: 10.1183/13993003.00128-2023] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 03/16/2023] [Indexed: 05/20/2023]
Abstract
BACKGROUND Screening for lung cancer with low radiation dose computed tomography (LDCT) has a strong evidence base. The European Council adopted a recommendation in November 2022 that lung cancer screening (LCS) be implemented using a stepwise approach. The imperative now is to ensure that implementation follows an evidence-based process that delivers clinical and cost-effectiveness. This European Respiratory Society (ERS) Task Force was formed to provide a technical standard for a high-quality LCS programme. METHOD A collaborative group was convened to include members of multiple European societies. Topics were identified during a scoping review and a systematic review of the literature was conducted. Full text was provided to members of the group for each topic. The final document was approved by all members and the ERS Scientific Advisory Committee. RESULTS Topics were identified representing key components of a screening programme. The actions on findings from the LDCT were not included as they are addressed by separate international guidelines (nodule management and clinical management of lung cancer) and by a linked ERS Task Force (incidental findings). Other than smoking cessation, other interventions that are not part of the core screening process were not included (e.g. pulmonary function measurement). 56 statements were produced and areas for further research identified. CONCLUSIONS This European collaborative group has produced a technical standard that is a timely contribution to implementation of LCS. It will serve as a standard that can be used, as recommended by the European Council, to ensure a high-quality and effective programme.
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Affiliation(s)
- David R Baldwin
- Department of Respiratory Medicine, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Epidemiology and Public Health, University of Nottingham, Nottingham, UK
| | - Emma L O'Dowd
- Epidemiology and Public Health, University of Nottingham, Nottingham, UK
| | - Ilona Tietzova
- 1st Department of Tuberculosis and Respiratory Diseases, Charles University, Prague, Czech Republic
| | - Anna Kerpel-Fronius
- Department of Radiology, National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Marjolein A Heuvelmans
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
- Institute for DiagNostic Accuracy (iDNA), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | | | - Haseem Ashraf
- Department of Radiology, Akershus University Hospital, Oslo, Norway
- Institute for Clinical Medicine, University of Oslo Faculty of Medicine, Oslo, Norway
| | - Hans-Ulrich Kauczor
- Department of Radiology, University Hospital Heidelberg, Heidelberg, Germany
| | - Blin Nagavci
- Institute for Evidence in Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Matthijs Oudkerk
- Institute for DiagNostic Accuracy (iDNA), University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Paul Martin Putora
- Department of Radiation Oncology, Kantonsspital Sankt Gallen, Sankt Gallen, Switzerland
- Department of Radiation Oncology, Inselspital Universitätsspital Bern, Bern, Switzerland
| | - Witold Ryzman
- Department of Thoracic Oncology, Medical University of Gdansk, Gdansk, Poland
| | - Giulia Veronesi
- Department of Thoracic Surgery, IRCCS San Raffaele Scientific Institute, Milan, Italy
- School of Medicine and Surgery, Vita-Salute San Raffaele University, Milan, Italy
| | | | | | - Jan van Meerbeeck
- Department of Pulmonology and Thoracic Oncology, UZ Antwerpen, Edegem, Belgium
| | - Torsten G Blum
- Lungenklinik Heckeshorn, HELIOS Klinikum Emil von Behring GmbH, Berlin, Germany
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Robinson E, Trivedi P, Neifert S, Eromosele O, Liu BY, Housman B, Ilonen I, Taioli E, Flores R. Surgical markup in lung cancer resection, 2015-2020. JTCVS OPEN 2023; 14:538-545. [PMID: 37425438 PMCID: PMC10329030 DOI: 10.1016/j.xjon.2023.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 04/19/2023] [Accepted: 04/20/2023] [Indexed: 07/11/2023]
Abstract
Objective The objective of this study was to assess procedure markup (charge-to-cost ratio) across lung resection procedures and examine variability by geographic region. Methods Provider-level data for common lung resection operations was obtained from the 2015 to 2020 Medicare Provider Utilization and Payment Data datasets using Healthcare Common Procedure Coding System codes. Procedures studied included wedge resection; video-assisted thoracoscopic surgery; and open lobectomy, segmentectomy, and mediastinal and regional lymphadenectomy. Procedure markup ratio and coefficient of variation (CoV) was assessed and compared across procedure, region, and provider. The CoV, a measure of dispersion defined as the ratio of the SD to the mean, was likewise compared across procedure and region. Results Median markup ratio across all procedures was 3.56 (interquartile range, 2.87-4.59) with right skew (mean, 4.13). Median markup ratio was 3.59 for lymphadenectomy (CoV, 0.51), 3.13 for open lobectomy (CoV, 0.45), 3.55 for video-assisted thoracoscopic surgery lobectomy (CoV, 0.59), 3.77 for segmentectomy (CoV, 0.74), and 3.80 for wedge resection (CoV, 0.67). Increased beneficiaries, services, and Healthcare Common Procedure Coding System score (total) were associated with a decreased markup ratio (P < .0001). Markup ratio was highest in the Northeast at 4.14 (interquartile range, 3.09-5.56) and lowest in the South (Markup ratio 3.26; interquartile range, 2.68-4.02). Conclusions We observe geographic variation in surgical billing for thoracic surgery.
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Affiliation(s)
- Eric Robinson
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Parth Trivedi
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Sean Neifert
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Omeko Eromosele
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Benjamin Y. Liu
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Brian Housman
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Ilkka Ilonen
- Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland
| | - Emanuela Taioli
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai Health System, New York, NY
| | - Raja Flores
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai Health System, New York, NY
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Toumazis I, Cao P, de Nijs K, Bastani M, Munshi V, Hemmati M, Ten Haaf K, Jeon J, Tammemägi M, Gazelle GS, Feuer EJ, Kong CY, Meza R, de Koning HJ, Plevritis SK, Han SS. Risk Model-Based Lung Cancer Screening : A Cost-Effectiveness Analysis. Ann Intern Med 2023; 176:320-332. [PMID: 36745885 PMCID: PMC11025620 DOI: 10.7326/m22-2216] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND In their 2021 lung cancer screening recommendation update, the U.S. Preventive Services Task Force (USPSTF) evaluated strategies that select people based on their personal lung cancer risk (risk model-based strategies), highlighting the need for further research on the benefits and harms of risk model-based screening. OBJECTIVE To evaluate and compare the cost-effectiveness of risk model-based lung cancer screening strategies versus the USPSTF recommendation and to explore optimal risk thresholds. DESIGN Comparative modeling analysis. DATA SOURCES National Lung Screening Trial; Surveillance, Epidemiology, and End Results program; U.S. Smoking History Generator. TARGET POPULATION 1960 U.S. birth cohort. TIME HORIZON 45 years. PERSPECTIVE U.S. health care sector. INTERVENTION Annual low-dose computed tomography in risk model-based strategies that start screening at age 50 or 55 years, stop screening at age 80 years, with 6-year risk thresholds between 0.5% and 2.2% using the PLCOm2012 model. OUTCOME MEASURES Incremental cost-effectiveness ratio (ICER) and cost-effectiveness efficiency frontier connecting strategies with the highest health benefit at a given cost. RESULTS OF BASE-CASE ANALYSIS Risk model-based screening strategies were more cost-effective than the USPSTF recommendation and exclusively comprised the cost-effectiveness efficiency frontier. Among the strategies on the efficiency frontier, those with a 6-year risk threshold of 1.2% or greater were cost-effective with an ICER less than $100 000 per quality-adjusted life-year (QALY). Specifically, the strategy with a 1.2% risk threshold had an ICER of $94 659 (model range, $72 639 to $156 774), yielding more QALYs for less cost than the USPSTF recommendation, while having a similar level of screening coverage (person ever-screened 21.7% vs. USPSTF's 22.6%). RESULTS OF SENSITIVITY ANALYSES Risk model-based strategies were robustly more cost-effective than the 2021 USPSTF recommendation under varying modeling assumptions. LIMITATION Risk models were restricted to age, sex, and smoking-related risk predictors. CONCLUSION Risk model-based screening is more cost-effective than the USPSTF recommendation, thus warranting further consideration. PRIMARY FUNDING SOURCE National Cancer Institute (NCI).
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Affiliation(s)
- Iakovos Toumazis
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas (I.T., M.H.)
| | - Pianpian Cao
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan (P.C., J.J.)
| | - Koen de Nijs
- Erasmus MC-University Medical Center, Rotterdam, the Netherlands (K. de N., K. ten H., H.J. de K.)
| | - Mehrad Bastani
- Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York (M.B.)
| | - Vidit Munshi
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts (V.M., G.S.G.)
| | - Mehdi Hemmati
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas (I.T., M.H.)
| | - Kevin Ten Haaf
- Erasmus MC-University Medical Center, Rotterdam, the Netherlands (K. de N., K. ten H., H.J. de K.)
| | - Jihyoun Jeon
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan (P.C., J.J.)
| | - Martin Tammemägi
- Department of Health Sciences, Brock University, St. Catharines, Ontario, Canada (M.T.)
| | - G Scott Gazelle
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts (V.M., G.S.G.)
| | - Eric J Feuer
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland (E.J.F.)
| | - Chung Yin Kong
- Division of General Internal Medicine, Department of Medicine, Mount Sinai Hospital, New York, New York (C.Y.K.)
| | - Rafael Meza
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, and Department of Integrative Oncology, BC Cancer Research Institute, British Columbia, Canada (R.M.)
| | - Harry J de Koning
- Erasmus MC-University Medical Center, Rotterdam, the Netherlands (K. de N., K. ten H., H.J. de K.)
| | - Sylvia K Plevritis
- Department of Biomedical Data Sciences, Stanford University, Stanford, California (S.K.P.)
| | - Summer S Han
- Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, California (S.S.H.)
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Rao DY, Huang DF, Si MY, Lu H, Tang ZX, Zhang ZX. Role of exosomes in non-small cell lung cancer and EGFR-mutated lung cancer. Front Immunol 2023; 14:1142539. [PMID: 37122754 PMCID: PMC10130367 DOI: 10.3389/fimmu.2023.1142539] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/22/2023] [Indexed: 05/02/2023] Open
Abstract
As an important mediator of information transfer between cells, exosomes play a unique role in regulating tumor growth, supporting vascular proliferation, tumor invasion, and metastasis. Exosomes are widely present in various body fluids, and therefore they can be used as a potential tool for non-invasive liquid biopsy. The present study reviews the role of exosomes in liquid biopsy, tumor microenvironment formation, and epithelial-mesenchymal transition in non-small cell lung cancer (NSCLC). By targeting epidermal growth factor receptor (EGFR) therapy as a first-line treatment for patients with NSCLC, this study also briefly describes the occurrence of EGRF+ exosomes and the role of exosomes and their contents in non-invasive detection and potential therapeutic targets in EGFR-mutated lung cancer.
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Affiliation(s)
- Ding-Yu Rao
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - De-Fa Huang
- Laboratory Medicine, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Mao-Yan Si
- The First Clinical College, Gannan Medical University, Ganzhou, China
| | - Hua Lu
- The First Clinical College, Southern Medical University, Guangzhou, China
| | - Zhi-Xian Tang
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- *Correspondence: Zhi-Xian Tang, ; Zu-Xiong Zhang,
| | - Zu-Xiong Zhang
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
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10
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Thoracic anaesthetic research: 90 years of sustained progress. Br J Anaesth 2023; 130:e30-e33. [PMID: 36470744 DOI: 10.1016/j.bja.2022.10.034] [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: 10/14/2022] [Revised: 10/27/2022] [Accepted: 10/31/2022] [Indexed: 12/04/2022] Open
Abstract
Over the 90 years since the first description of one-lung ventilation, the practice of thoracic surgery and anaesthesia continues to develop. Minimally invasive surgical techniques are increasingly being used to minimise the surgical insult and facilitate improved outcomes. Challenging these outcomes, however, are parallel changes in patient characteristics with more older and sicker patients undergoing surgery. Thoracic anaesthesia as a speciality continues to respond to these challenges with evolution of practice and strong academic performance.
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11
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Elkin PL, Mullin S, Tetewsky S, Resendez SD, McCray W, Barbi J, Yendamuri S. Identification of patient characteristics associated with survival benefit from metformin treatment in patients with stage I non-small cell lung cancer. J Thorac Cardiovasc Surg 2022; 164:1318-1326.e3. [PMID: 35469597 PMCID: PMC9463413 DOI: 10.1016/j.jtcvs.2022.02.046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 12/31/2021] [Accepted: 02/14/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Non-small cell lung cancer (NSCLC) continues to be a major cause of cancer deaths. Previous investigation has suggested that metformin use can contribute to improved outcomes in NSCLC patients. However, this association is not uniform in all analyzed cohorts, implying that patient characteristics might lead to disparate results. Identification of patient characteristics that affect the association of metformin use with clinical benefit might clarify the drug's effect on lung cancer outcomes and lead to more rational design of clinical trials of metformin's utility as an intervention. In this study, we examined the association of metformin use with long-term mortality benefit in patients with NSCLC and the possible modulation of this benefit by body mass index (BMI) and smoking status, controlling for other clinical covariates. METHODS This was a retrospective cohort study in which we analyzed data from the Veterans Affairs (VA) Tumor Registry in the United States. Data from all patients with stage I NSCLC from 2000 to 2016 were extracted from a national database, the Corporate Data Warehouse that captures data from all patients, primarily male, who underwent treatment through the VA health system in the United States. Metformin use was measured according to metformin prescriptions dispensed to patients in the VA health system. The association of metformin use with overall survival (OS) after diagnosis of stage I NSCLC was examined. Patients were further stratified according to BMI and smoking status (previous vs current) to examine the association of metformin use with OS across these strata. RESULTS Metformin use was associated with improved survival in patients with stage I NSCLC (average hazard ratio, 0.82; P < .001). An interaction between the effect of metformin use and BMI on OS was observed (χ2 = 3268.42; P < .001) with a greater benefit of metformin use observed in patients as BMI increased. Similarly, an interaction between smoking status and metformin use on OS was also observed (χ2 = 2997.05; P < .001) with a greater benefit of metformin use observed in previous smokers compared with current smokers. CONCLUSIONS In this large retrospective study, we showed that a survival benefit is enjoyed by users of metformin in a robust stage I NSCLC patient population treated in the VA health system. Metformin use was associated with an 18% improved OS. This association was stronger in patients with a higher BMI and in previous smokers. These observations deserve further mechanistic study and can help rational design of clinical trials with metformin in patients with lung cancer.
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Affiliation(s)
- Peter L Elkin
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY; Department of Veterans Affairs, Buffalo, NY; Department of Surgery, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY; Faculty of Engineering, University of Southern Denmark, Odense, Denmark.
| | - Sarah Mullin
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY
| | - Sheldon Tetewsky
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY; Department of Veterans Affairs, Buffalo, NY
| | - Skyler D Resendez
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY
| | - Wilmon McCray
- Department of Biomedical Informatics, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY; Department of Veterans Affairs, Buffalo, NY
| | - Joseph Barbi
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | - Sai Yendamuri
- Department of Immunology, Roswell Park Comprehensive Cancer Center, Buffalo, NY; Department of Thoracic Surgery, Roswell Park Comprehensive Cancer Center, Buffalo, NY.
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12
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Osarogiagbon RU, Liao W, Faris NR, Meadows-Taylor M, Fehnel C, Lane J, Williams SC, Patel AA, Akinbobola OA, Pacheco A, Epperson A, Luttrell J, McCoy D, McHugh L, Signore R, Bishop AM, Tonkin K, Optican R, Wright J, Robbins T, Ray MA, Smeltzer MP. Lung Cancer Diagnosed Through Screening, Lung Nodule, and Neither Program: A Prospective Observational Study of the Detecting Early Lung Cancer (DELUGE) in the Mississippi Delta Cohort. J Clin Oncol 2022; 40:2094-2105. [PMID: 35258994 PMCID: PMC9242408 DOI: 10.1200/jco.21.02496] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 12/27/2021] [Accepted: 01/31/2022] [Indexed: 12/15/2022] Open
Abstract
PURPOSE Lung cancer screening saves lives, but implementation is challenging. We evaluated two approaches to early lung cancer detection-low-dose computed tomography screening (LDCT) and program-based management of incidentally detected lung nodules. METHODS A prospective observational study enrolled patients in the early detection programs. For context, we compared them with patients managed in a Multidisciplinary Care Program. We compared clinical stage distribution, surgical resection rates, 3- and 5-year survival rates, and eligibility for LDCT screening of patients diagnosed with lung cancer. RESULTS From 2015 to May 2021, 22,886 patients were enrolled: 5,659 in LDCT, 15,461 in Lung Nodule, and 1,766 in Multidisciplinary Care. Of 150, 698, and 1,010 patients diagnosed with lung cancer in the respective programs, 61%, 60%, and 44% were diagnosed at clinical stage I or II, whereas 19%, 20%, and 29% were stage IV (P = .0005); 47%, 42%, and 32% had curative-intent surgery (P < .0001); aggregate 3-year overall survival rates were 80% (95% CI, 73 to 88) versus 64% (60 to 68) versus 49% (46 to 53); 5-year overall survival rates were 76% (67 to 87) versus 60% (56 to 65) versus 44% (40 to 48), respectively. Only 46% of 1,858 patients with lung cancer would have been deemed eligible for LDCT by US Preventive Services Task Force (USPSTF) 2013 criteria, and 54% by 2021 criteria. Even if all eligible patients by USPSTF 2021 criteria had been enrolled into LDCT, the Nodule Program would have detected 20% of the stage I-II lung cancer in the entire cohort. CONCLUSION LDCT and Lung Nodule Programs are complementary, expanding access to early lung cancer detection and curative treatment to different-risk populations. Implementing Lung Nodule Programs may alleviate emerging disparities in access to early lung cancer detection.
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Affiliation(s)
| | - Wei Liao
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Nicholas R. Faris
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | | | - Carrie Fehnel
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Jordan Lane
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Sara C. Williams
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Anita A. Patel
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | | | - Alicia Pacheco
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Amanda Epperson
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Joy Luttrell
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Denise McCoy
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Laura McHugh
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Raymond Signore
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Anna M. Bishop
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Keith Tonkin
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
- Mid-South Imaging and Therapeutics, Memphis, TN
| | - Robert Optican
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
- Mid-South Imaging and Therapeutics, Memphis, TN
| | - Jeffrey Wright
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
- Memphis Lung Physicians, Memphis, TN
| | - Todd Robbins
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Meredith A. Ray
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN
| | - Matthew P. Smeltzer
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, TN
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13
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Burzic A, O’Dowd EL, Baldwin DR. The Future of Lung Cancer Screening: Current Challenges and Research Priorities. Cancer Manag Res 2022; 14:637-645. [PMID: 35210860 PMCID: PMC8859535 DOI: 10.2147/cmar.s293877] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 01/30/2022] [Indexed: 11/30/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths worldwide, primarily because most people present when the stage is too advanced to offer any reasonable chance of cure. Over the last two decades, evidence has accumulated to show that early detection of lung cancer, using low-radiation dose computed tomography, in people at higher risk of the condition reduces their mortality. Many countries are now making progress with implementing programmes, although some have concerns about cost-effectiveness. Lung cancer screening is complex, and many factors influence clinical and cost-effectiveness. It is important to develop strategies to optimise each element of the intervention from selection and participation through optimal scanning, management of findings and treatment. The overall aim is to maximise benefits and minimise harms. Additional integrated interventions must include at least smoking cessation. In this review, we summarize the evidence that has accumulated to guide optimisation of lung cancer screening, discuss the remaining open questions about the best approach and identify potential barriers to successful implementation.
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Affiliation(s)
- Amna Burzic
- Department of Respiratory Medicine, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Emma L O’Dowd
- Department of Respiratory Medicine, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
- Division of Medicine, University of Nottingham, Nottingham, NG5 1PB, UK
| | - David R Baldwin
- Department of Respiratory Medicine, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
- Division of Medicine, University of Nottingham, Nottingham, NG5 1PB, UK
- Correspondence: David R Baldwin, Department of Respiratory Medicine, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, NG5 1PB, UK, Tel +44 115 9691169, Fax +44 115 9627723, Email
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14
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Chen M, Yang L, Yu H, Yu H, Wang S, Tian L, Liu S. Early Palliative Care in Patients With Non-Small-Cell Lung Cancer: A Randomized Controlled Trial in Southwest China. Am J Hosp Palliat Care 2022; 39:1304-1311. [PMID: 35088602 DOI: 10.1177/10499091211072502] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
PURPOSE Effective interventions to improve prognosis in non-small-cell lung cancer (NSCLC) are urgently needed. We assessed the effect of the early integration of interdisciplinary palliative care (based on WARM model) for patients with NSCLC on the quality of life (QoL), psychological state, cancer pain and nutritional status. METHODS In this randomized controlled trial, 120 newly diagnosed NSCLC patients were enrolled and randomly assigned (1:1) to the combined early palliative care (CEPC) group integrated with standard oncologic care or standard oncological care (SC) group. QoL and psychological state were assessed at baseline and at 24 weeks by Functional Assessment of Cancer Therapy-Lung (FACT-L) scale, the Hospital Anxiety and Depression Scale (HADS) and Patient Health Questionnaire-9 (PHQ-9), respectively. Cancer nutritional and pain status were assessed with the use of the Patient-Generated Subjective Global Assessment (PG-SGA) and Numerical Rating Scale (NRS), respectively. The primary outcome was the change in the quality of life, psychological state and nutritional status at 24 weeks. Analysis was by intention to treat. RESULTS 120 patients were enrolled: 60 in CEPC group (38 completed) and 60 in the SC group (32 completed). CEPC group had a better QoL than SC group (P < .05). In addition, fewer patients in the CEPC group than in the SC group had depressive (P = .005) symptoms. Furthermore, patients in CEPC group had a better nutritional status than SC group (P = .001). CONCLUSION Among patients with non-small-cell lung cancer, early palliative care led to significant improvements in quality of life, psychological state and nutritional status.
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Affiliation(s)
- Mengting Chen
- 605425Chongqing University Cancer Hospital, Chongqing, P.R. China
| | - Liejun Yang
- 605425Chongqing University Cancer Hospital, Chongqing, P.R. China
| | - Huiqing Yu
- 605425Chongqing University Cancer Hospital, Chongqing, P.R. China
| | - Huijuan Yu
- College of Arts, 605425Chongqing University, Chongqing, P.R. China
| | - Sixiong Wang
- 605425Chongqing University Cancer Hospital, Chongqing, P.R. China
| | - Ling Tian
- 605425Chongqing University Cancer Hospital, Chongqing, P.R. China
| | - Shihong Liu
- 605425Chongqing University Cancer Hospital, Chongqing, P.R. China
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15
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Zhang J, Oberoi J, Karnchanachari N, IJzerman MJ, Bergin RJ, Druce P, Franchini F, Emery JD. A systematic overview on risk factors and effective interventions to reduce time to diagnosis and treatment in lung cancer. Lung Cancer 2022; 166:27-39. [DOI: 10.1016/j.lungcan.2022.01.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/12/2022] [Accepted: 01/20/2022] [Indexed: 11/25/2022]
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16
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Toumazis I, de Nijs K, Cao P, Bastani M, Munshi V, ten Haaf K, Jeon J, Gazelle GS, Feuer EJ, de Koning HJ, Meza R, Kong CY, Han SS, Plevritis SK. Cost-effectiveness Evaluation of the 2021 US Preventive Services Task Force Recommendation for Lung Cancer Screening. JAMA Oncol 2021; 7:1833-1842. [PMID: 34673885 PMCID: PMC8532037 DOI: 10.1001/jamaoncol.2021.4942] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
IMPORTANCE The US Preventive Services Task Force (USPSTF) issued its 2021 recommendation on lung cancer screening, which lowered the starting age for screening from 55 to 50 years and the minimum cumulative smoking exposure from 30 to 20 pack-years relative to its 2013 recommendation. Although costs are expected to increase because of the expanded screening eligibility criteria, it is unknown whether the new guidelines for lung cancer screening are cost-effective. OBJECTIVE To evaluate the cost-effectiveness of the 2021 USPSTF recommendation for lung cancer screening compared with the 2013 recommendation and to explore the cost-effectiveness of 6 alternative screening strategies that maintained a minimum cumulative smoking exposure of 20 pack-years and an ending age for screening of 80 years but varied the starting ages for screening (50 or 55 years) and the number of years since smoking cessation (≤15, ≤20, or ≤25). DESIGN, SETTING, AND PARTICIPANTS A comparative cost-effectiveness analysis using 4 independently developed microsimulation models that shared common inputs to assess the population-level health benefits and costs of the 2021 recommended screening strategy and 6 alternative screening strategies compared with the 2013 recommended screening strategy. The models simulated a 1960 US birth cohort. Simulated individuals entered the study at age 45 years and were followed up until death or age 90 years, corresponding to a study period from January 1, 2005, to December 31, 2050. EXPOSURES Low-dose computed tomography in lung cancer screening programs with a minimum cumulative smoking exposure of 20 pack-years. MAIN OUTCOMES AND MEASURES Incremental cost-effectiveness ratio (ICER) per quality-adjusted life-year (QALY) of the 2021 vs 2013 USPSTF lung cancer screening recommendations as well as 6 alternative screening strategies vs the 2013 USPSTF screening strategy. Strategies with a mean ICER lower than $100 000 per QALY were deemed cost-effective. RESULTS The 2021 USPSTF recommendation was estimated to be cost-effective compared with the 2013 recommendation, with a mean ICER of $72 564 (range across 4 models, $59 493-$85 837) per QALY gained. The 2021 recommendation was not cost-effective compared with 6 alternative strategies that used the 20 pack-year criterion. Strategies associated with the most cost-effectiveness included those that expanded screening eligibility to include a greater number of former smokers who had not smoked for a longer duration (ie, ≤20 years and ≤25 years since smoking cessation vs ≤15 years since smoking cessation). In particular, the strategy that screened former smokers who quit within the past 25 years and began screening at age 55 years was associated with screening coverage closest to that of the 2021 USPSTF recommendation yet yielded greater cost-effectiveness, with a mean ICER of $66 533 (range across 4 models, $55 693-$80 539). CONCLUSIONS AND RELEVANCE This economic evaluation found that the 2021 USPSTF recommendation for lung cancer screening was cost-effective; however, alternative screening strategies that maintained a minimum cumulative smoking exposure of 20 pack-years but included individuals who quit smoking within the past 25 years may be more cost-effective and warrant further evaluation.
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Affiliation(s)
- Iakovos Toumazis
- Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston
| | - Koen de Nijs
- Erasmus Medical Center, Rotterdam, the Netherlands
| | - Pianpian Cao
- Department of Epidemiology, University of Michigan, Ann Arbor
| | - Mehrad Bastani
- Feinstein Institute for Medical Research, Northwell Health, New York, New York
| | - Vidit Munshi
- Department of Radiology, Massachusetts General Hospital, Boston
| | | | - Jihyoun Jeon
- Department of Epidemiology, University of Michigan, Ann Arbor
| | | | - Eric J. Feuer
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | | | - Rafael Meza
- Department of Epidemiology, University of Michigan, Ann Arbor
| | - Chung Yin Kong
- Division of General Internal Medicine, Department of Medicine, Mount Sinai Hospital, New York, New York
| | - Summer S. Han
- Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, California
| | - Sylvia K. Plevritis
- Department of Biomedical Data Sciences, Stanford University, Stanford, California
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17
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Ritzwoller DP, Meza R, Carroll NM, Blum-Barnett E, Burnett-Hartman AN, Greenlee RT, Honda SA, Neslund-Dudas C, Rendle KA, Vachani A. Evaluation of Population-Level Changes Associated With the 2021 US Preventive Services Task Force Lung Cancer Screening Recommendations in Community-Based Health Care Systems. JAMA Netw Open 2021; 4:e2128176. [PMID: 34636916 PMCID: PMC8511972 DOI: 10.1001/jamanetworkopen.2021.28176] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
IMPORTANCE The US Preventive Services Task Force (USPSTF) released updated lung cancer screening recommendations in 2021, lowering the screening age from 55 to 50 years and smoking history from 30 to 20 pack-years. These changes are expected to expand screening access to women and racial and ethnic minority groups. OBJECTIVE To estimate the population-level changes associated with the 2021 USPSTF expansion of lung cancer screening eligibility by sex, race and ethnicity, sociodemographic factors, and comorbidities in 5 community-based health care systems. DESIGN, SETTING, AND PARTICIPANTS This cohort study analyzed data of patients who received care from any of 5 community-based health care systems (which are members of the Population-based Research to Optimize the Screening Process Lung Consortium, a collaboration that conducts research to better understand how to improve the cancer screening processes in community health care settings) from January 1, 2010, through September 30, 2019. Individuals who had complete smoking history and were engaged with the health care system for 12 or more continuous months were included. Those who had never smoked or who had unknown smoking history were excluded. EXPOSURES Electronic health record-derived age, sex, race and ethnicity, socioeconomic status (SES), comorbidities, and smoking history. MAIN OUTCOMES AND MEASURES Differences in the proportion of the newly eligible population by age, sex, race and ethnicity, Charlson Comorbidity Index, chronic obstructive pulmonary disease diagnosis, and SES as well as lung cancer diagnoses under the 2013 recommendations vs the expected cases under the 2021 recommendations were evaluated using χ2 tests. RESULTS As of September 2019, there were 341 163 individuals aged 50 to 80 years who currently or previously smoked. Among these, 34 528 had electronic health record data that captured pack-year and quit-date information and were eligible for lung cancer screening according to the 2013 USPSTF recommendations. The 2021 USPSTF recommendations expanded screening eligibility to 18 533 individuals, representing a 53.7% increase. Compared with the 2013 cohort, the newly eligible 2021 population included 5833 individuals (31.5%) aged 50 to 54 years, a larger proportion of women (52.0% [n = 9631]), and more racial or ethnic minority groups. The relative increases in the proportion of newly eligible individuals were 60.6% for Asian, Native Hawaiian, or Pacific Islander; 67.4% for Hispanic; 69.7% for non-Hispanic Black; and 49.0% for non-Hispanic White groups. The relative increase for women was 13.8% higher than for men (61.2% vs 47.4%), and those with a lower comorbidity burden and lower SES had higher relative increases (eg, 68.7% for a Charlson Comorbidity Index score of 0; 61.1% for lowest SES). The 2021 recommendations were associated with an estimated 30% increase in incident lung cancer diagnoses compared with the 2013 recommendations. CONCLUSIONS AND RELEVANCE This cohort study suggests that, in diverse health care systems, adopting the 2021 USPSTF recommendations will increase the number of women, racial and ethnic minority groups, and individuals with lower SES who are eligible for lung cancer screening, thus helping to minimize the barriers to screening access for individuals with high risk for lung cancer.
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Affiliation(s)
| | - Rafael Meza
- Department of Epidemiology, University of Michigan, Ann Arbor
| | - Nikki M. Carroll
- Institute for Health Research, Kaiser Permanente Colorado, Aurora
| | | | | | | | - Stacey A. Honda
- Center for Integrated Healthcare Research, Kaiser Permanente Hawaii, Oahu
| | | | | | - Anil Vachani
- Perelman School of Medicine, University of Pennsylvania, Philadelphia
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18
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Rankin NM, McWilliams A, Marshall HM. Lung cancer screening implementation: Complexities and priorities. Respirology 2021; 25 Suppl 2:5-23. [PMID: 33200529 DOI: 10.1111/resp.13963] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 10/06/2020] [Indexed: 12/17/2022]
Abstract
Lung cancer is the number one cause of cancer death worldwide. The benefits of lung cancer screening to reduce mortality and detect early-stage disease are no longer in any doubt based on the results of two landmark trials using LDCT. Lung cancer screening has been implemented in the US and South Korea and is under consideration by other communities. Successful translation of demonstrated research outcomes into the routine clinical setting requires careful implementation and co-ordinated input from multiple stakeholders. Implementation aspects may be specific to different healthcare settings. Important knowledge gaps remain, which must be addressed in order to optimize screening benefits and minimize screening harms. Lung cancer screening differs from all other cancer screening programmes as lung cancer risk is driven by smoking, a highly stigmatized behaviour. Stigma, along with other factors, can impact smokers' engagement with screening, meaning that smokers are generally 'hard to reach'. This review considers critical points along the patient journey. The first steps include selecting a risk threshold at which to screen, successfully engaging the target population and maximizing screening uptake. We review barriers to smoker engagement in lung and other cancer screening programmes. Recruitment strategies used in trials and real-world (clinical) programmes and associated screening uptake are reviewed. To aid cross-study comparisons, we propose a standardized nomenclature for recording and calculating recruitment outcomes. Once participants have engaged with the screening programme, we discuss programme components that are critical to maximize net benefit. A whole-of-programme approach is required including a standardized and multidisciplinary approach to pulmonary nodule management, incorporating probabilistic nodule risk assessment and longitudinal volumetric analysis, to reduce unnecessary downstream investigations and surgery; the integration of smoking cessation; and identification and intervention for other tobacco related diseases, such as coronary artery calcification and chronic obstructive pulmonary disease. National support, integrated with tobacco control programmes, and with appropriate funding, accreditation, data collection, quality assurance and reporting mechanisms will enhance lung cancer screening programme success and reduce the risks associated with opportunistic, ad hoc screening. Finally, implementation research must play a greater role in informing policy change about targeted LDCT screening programmes.
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Affiliation(s)
- Nicole M Rankin
- School of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
| | - Annette McWilliams
- Department of Respiratory Medicine, Fiona Stanley Hospital, Perth, WA, Australia.,Faculty of Health and Medical Sciences, University of Western Australia, Perth, WA, Australia.,Thoracic Tumour Collaborative of Western Australia, Western Australia Cancer and Palliative Care Network, Perth, WA, Australia
| | - Henry M Marshall
- Department of Thoracic Medicine, The Prince Charles Hospital, Brisbane, QLD, Australia.,The University of Queensland Thoracic Research Centre, Brisbane, QLD, Australia
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van Meerbeeck JP, Franck C. Lung cancer screening in Europe: where are we in 2021? Transl Lung Cancer Res 2021; 10:2407-2417. [PMID: 34164288 PMCID: PMC8182708 DOI: 10.21037/tlcr-20-890] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 02/19/2021] [Indexed: 12/18/2022]
Abstract
This manuscript reviews the recent evidence obtained in lung cancer screening with low dose spiral CT-scan (LDSCT) and focuses on the issues associated with its implementation in Europe. After a review of the magnitude of the lung cancer toll in lives, disease and Euro's, the recently released data of the major lung cancer screening trials are reviewed and mirrored with the results of the US National Lung Screening Trial (NLST), comparing their strengths and weaknesses and areas of future research. The specific barriers and hurdles to be addressed for widely implementing this population screening in European countries are discussed, with special emphasis on the issues of inclusion of smokers, smoking cessation interventions, radiation injury and capacity planning. The pros and cons of including current smokers will be addressed together with the issue which is the better smoking cessation intervention. A medical physicist's view on radiation exposure and quality control will address concerns about radiation induced cancers. The downstream effects of a LDSCT screening program on the capacity of CT-scans, radiologists, thoracic surgeons and radiation oncologists will follow. An estimated roadmap for the future is sketched with the expected role of all key stakeholders. This roadmap reflects the opinion leader's reflections as expressed in a number of discussions with European health authorities, taking place as part of the recently released European Beating Cancer plan.
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Affiliation(s)
- Jan P. van Meerbeeck
- Department of Pulmonology & Thoracic Oncology, Antwerp University Hospital, Edegem, Belgium
- Antwerp University, Antwerp, Belgium
| | - Caro Franck
- Department of Medical Imaging, Antwerp University Hospital, Edegem, Belgium
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20
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van der Aalst CM, Ten Haaf K, de Koning HJ. Implementation of lung cancer screening: what are the main issues? Transl Lung Cancer Res 2021; 10:1050-1063. [PMID: 33718044 PMCID: PMC7947387 DOI: 10.21037/tlcr-20-985] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Two large-scale RCTs have shown computed tomography (CT) lung cancer screening to be efficacious in reducing lung cancer mortality (8–24% in men, 26–59% in women). However, lung cancer screening implicitly means personalised and risk-based approaches. Health care systems’ implementation of personalised screening and prevention is still sparse, and likely to be of variable quality, because of important remaining uncertainties, which have been incompletely addressed or not at all so far. Further optimisation of lung cancer screening programs is expected to reduce harms and maintain or enhance benefit for eligible European citizens, whilst significantly reducing health care costs. Some main uncertainties (e.g., Risk-based eligibility, Risk-based screening intervals, Volume CT screening, Smoking Cessation, Gender and Sex differences, Cost-Effectiveness) are discussed in this review. 4-IN-THE-LUNG-RUN (acronym for: Towards INdividually tailored INvitations, screening INtervals and INtegrated co-morbidity reducing strategies in lung cancer screening) is the first multi-centred implementation trial on volume CT lung cancer screening amongst 24,000 males and females, at high risk for developing lung cancer, across five European countries, started in January 2020. Through providing answers to the remaining questions with this trial, many EU citizens will swiftly benefit from this high-quality screening technology, others will face less harms than previously anticipated, and health care costs will be substantially reduced. Implementing a new cancer screening programme is a major task, with many stakeholders and many possible facilitators but also barriers and obstacle.
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Affiliation(s)
- Carlijn M van der Aalst
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Kevin Ten Haaf
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Harry J de Koning
- Department of Public Health, Erasmus MC-University Medical Center Rotterdam, Rotterdam, The Netherlands
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21
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Blom EF, Ten Haaf K, Arenberg DA, de Koning HJ. Uptake of minimally invasive surgery and stereotactic body radiation therapy for early stage non-small cell lung cancer in the USA: an ecological study of secular trends using the National Cancer Database. BMJ Open Respir Res 2020; 7:e000603. [PMID: 32404305 PMCID: PMC7228566 DOI: 10.1136/bmjresp-2020-000603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 04/23/2020] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND We aimed to assess the uptake of minimally invasive surgery (MIS) and stereotactic body radiation therapy (SBRT) among early stage (stage IA-IIB) non-small cell lung cancer (NSCLC) cases in the USA, and the rate of conversions from MIS to open surgery. MATERIALS AND METHODS Data were obtained from the US National Cancer Database, a nationwide facility-based cancer registry capturing up to 70% of incident cancer cases in the USA. We included cases diagnosed with early stage (clinical stages IA-IIB) NSCLC between 2010 and 2014. In an ecological analysis, we assessed changes in treatment by year of diagnosis. Among surgically treated cases, we assessed the uptake of MIS and whether conversion to open surgery took place. For cases that received thoracic radiotherapy, we assessed the uptake of SBRT. RESULTS Among 117 370 selected cases, radiotherapy use increased 3.4 percentage points between 2010 and 2014 (p<0.0001). Surgical treatments decreased 3.5 percentage points (p<0.0001). Rates of non-treatment remained stable (range: 10.0%-10.6% (p=0.4066)). Among surgically treated stage IA cases, uptake of MIS increased from 28.7% (95% CI 27.8% to 29.7%) in 2010 to 48.6% (95% CI 47.6% to 49.6%) in 2014 (p<0.0001), while conversions decreased from 17.0% (95% CI 15.6% to 18.6%) in 2010 to 9.1% (95% CI 8.3% to 10.0%) in 2014 (p<0.0001). MIS uptake among stages IB-IIB was lower and conversion rates were higher, but time trends were similar. Uptake of SBRT among stage IA receiving thoracic radiotherapy increased from 53.4% (95% CI 51.2% to 55.6%) in 2010 to 73.0% (95% CI 71.4% to 74.6%) in 2014 (p<0.0001). SBRT uptake among stage IB increased from 32.5% (95% CI 29.9% to 35.2%) in 2010 to 48.2% (95% CI 45.6% to 50.8%) in 2014 (p<0.0001). CONCLUSION Between 2010 and 2014, uptake of MIS and SBRT among early stage NSCLC significantly increased, while the rate of conversions to open surgery significantly decreased. Continuing these trends may contribute to improving patient care, in particular with the expected increase in early stages due to the implementation of lung cancer screening.
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Affiliation(s)
- Erik F Blom
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Guest affiliation for this project with Division of Pulmonary & Critical Care Medicine, University of Michigan, Ann Arbor, Michigan, United States
| | - Kevin Ten Haaf
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Douglas A Arenberg
- Division of Pulmonary & Critical Care Medicine, University of Michigan, Ann Arbor, Michigan, United States
| | - Harry J de Koning
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
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Trends in lung cancer risk and screening eligibility affect overdiagnosis estimates. Lung Cancer 2020; 139:200-206. [DOI: 10.1016/j.lungcan.2019.11.024] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 11/26/2019] [Accepted: 11/27/2019] [Indexed: 01/18/2023]
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Arenberg D. Update on screening for lung cancer. Transl Lung Cancer Res 2019; 8:S77-S87. [PMID: 31211108 PMCID: PMC6546631 DOI: 10.21037/tlcr.2019.03.01] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 03/05/2019] [Indexed: 12/11/2022]
Abstract
As the leading cause of cancer related death world wide, lung cancer is responsible for an enormous amount of suffering and disability. Detection of disease when it is surgically curable is associated with far greater odds of cure, and therefore it is a disease for which mass screening of high-risk populations has significant potential benefit. Starting in 2011, with the publication of the National Lung Screening Trial from United States (U.S.), mass screening programs have emerged throughout the U.S., as well as in other countries. More recently, large European screening trials have confirmed the potential mortality benefit of lung cancer screening. This invited non-systematic review paper covers the trial that data justify mass-screening, for lung cancer and proposes strategies for maximizing benefits and minimizing harms in the context of a mass public health lung cancer screening program.
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Affiliation(s)
- Douglas Arenberg
- Division of Pulmonary & Critical Care Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
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