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Núñez ER, Ito Fukunaga M, Stevens GA, Yang JK, Reid SE, Spiegel JL, Ingemi MR, Wiener RS. Review of Interventions That Improve Uptake of Lung Cancer Screening: A Cataloging of Strategies That Have Been Shown to Work (or Not). Chest 2024:S0012-3692(24)00654-8. [PMID: 38797278 DOI: 10.1016/j.chest.2024.04.019] [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: 01/08/2024] [Revised: 04/08/2024] [Accepted: 04/16/2024] [Indexed: 05/29/2024] Open
Abstract
TOPIC IMPORTANCE Lung cancer screening (LCS) has the potential to decrease mortality from lung cancer by 20%. Yet, more than a decade since LCS was established as an evidence-based practice, < 20% of the eligible population in the United States has been screened. This review focuses on critically appraising interventions that have been designed to increase the initial uptake of LCS, including how they address known barriers to LCS and their effectiveness in overcoming these barriers. REVIEW FINDINGS Studies were categorized based on the primary barriers that they addressed: (1) identifying eligible patients (including enhancing awareness through smoking history collection, outreach, and education), (2) shared decision-making-related interventions, and (3) patient navigation interventions. Four of the studies included multicomponent interventions, which often included patient navigation as one of the components. Overall, the effectiveness of the studies reviewed at improving LCS uptake generally was modest and was limited by the multilevel barriers that need to be overcome. Multicomponent interventions generally were more effective at improving LCS uptake, but most studies still had relatively low completion of screening. SUMMARY Improving uptake of LCS requires learning from prior interventions to design multilevel interventions that address barriers to LCS at key steps and identifying which components of these interventions are effective and generalizable.
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Affiliation(s)
- Eduardo R Núñez
- University of Massachusetts Chan Medical School-Baystate, Springfield, MA.
| | | | - Gregg A Stevens
- University of Massachusetts Chan Medical School Worcester, MA
| | - James K Yang
- University of Massachusetts Chan Medical School-Baystate, Springfield, MA
| | - Sarah E Reid
- University of Massachusetts Chan Medical School Worcester, MA
| | - Jennifer L Spiegel
- University of Massachusetts Chan Medical School Worcester, MA; School of Medicine, University of North Carolina, Chapel Hill, NC
| | - Molly R Ingemi
- University of Massachusetts Chan Medical School-Baystate, Springfield, MA
| | - Renda Soylemez Wiener
- Center for Healthcare Organization & Implementation Research, VA Boston Healthcare System, Boston, MA; The Pulmonary Center, Boston University School of Medicine, Boston, MA; National Center for Lung Cancer Screening, Veterans Health Administration, Washington, DC
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Sofianidi A, Karadimou A, Charpidou A, Syrigos KN. The Gap of Health Inequalities Amongst Lung Cancer Patients of Different Socioeconomic Status: A Brief Reference to the Greek Reality. Cancers (Basel) 2024; 16:906. [PMID: 38473268 DOI: 10.3390/cancers16050906] [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: 01/22/2024] [Revised: 02/12/2024] [Accepted: 02/22/2024] [Indexed: 03/14/2024] Open
Abstract
Lung cancer treatment and patient care are constantly improving, but it remains doubtful whether this applies equally to all socioeconomic groups. It is nowadays well established that there are socioeconomic inequalities regarding lung cancer incidence, screening, effective treatment, overall survival, and prognosis. One of the key contributing factors to low socioeconomic status is low education. Low educational level is correlated with several factors, such as smoking habits, bad lifestyle behaviors, lower paid and unhealthier occupations, polluted neighborhoods, and genetic-familial risk, that lead to increased lung cancer incidence. The disparities regarding lung cancer care are further enhanced by stigma. On this basis and inspired by the gap in health equality among the Greek population, the Greek Society of Lung Cancer initiated a campaign, "MIND THE GAP", to help increase awareness and minimize the gap associated with lung cancer, both in Greece and across Europe. The aim of this review is to explore the gap of health inequalities regarding lung cancer incidence and prognosis between patients of different SES and its root of causality. Key pivotal actions towards bridging this gap are reviewed as well.
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Affiliation(s)
- Amalia Sofianidi
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Alexandra Karadimou
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Andriani Charpidou
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Konstantinos N Syrigos
- Oncology Unit, Third Department of Internal Medicine, Sotiria General Hospital for Chest Diseases, National and Kapodistrian University of Athens, 11527 Athens, Greece
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Kasprzyk P, Undrunas A, Dziadziuszko K, Dziedzic R, Kuziemski K, Szurowska E, Rzyman W, Zdrojewski T. Evaluation of Conventional Cardiovascular Risk Factors and Ordinal Coronary Artery Calcium Scoring in a Lung Cancer Screening Cohort. J Cardiovasc Dev Dis 2024; 11:16. [PMID: 38248886 PMCID: PMC10816916 DOI: 10.3390/jcdd11010016] [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: 11/14/2023] [Revised: 01/01/2024] [Accepted: 01/03/2024] [Indexed: 01/23/2024] Open
Abstract
(1) Background: Lung cancer screening (LCS) consists of low-dose computed tomography (LDCT) results to reduce lung cancer-related mortality. The LCS program has a unique opportunity to impact CVD mortality by providing tools for CVD risk assessment and implementing preventative strategies. In this study, we estimated standardized CVD risk (SCORE) and assessed the prevalence of coronary artery calcium (CAC) in a Polish LCS cohort. (2) Methods: In this observational study, 494 LCS participants aged 50-79 years with a cigarette smoking history of at least 30 pack-years were included. Medical history, anthropometric measurements, blood pressure measurements, serum glucose, and cholesterol levels were assessed in one visit. CVD risk assessment using SCORE tables was performed. The results were compared to the general population (NATPOL 2011 study). On LDCT scans, CAC was classified using an Ordinal Score ranging from 0 to 12. (3) Results: The prevalence of classic cardiovascular risk factors was very high. Among study participants, 83.7% of men and 40.7% of women were classified with a very high CVD SCORE risk (>10%). CAC was reported in 190 (47%) participants. Calcification was categorized as severe (CAC ≥ 4) in 84 (21%) participants. (4) Conclusions: Due to the high cardiovascular risk, intensive preventive strategies are recommended for LCS participants.
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Affiliation(s)
- Piotr Kasprzyk
- First Department of Cardiology, Medical University of Gdańsk, 80-210 Gdańsk, Poland
- Department of Preventive Medicine and Education, Medical University of Gdańsk, 80-210 Gdańsk, Poland; (A.U.); (T.Z.)
| | - Aleksandra Undrunas
- Department of Preventive Medicine and Education, Medical University of Gdańsk, 80-210 Gdańsk, Poland; (A.U.); (T.Z.)
| | - Katarzyna Dziadziuszko
- II Department of Radiology, Medical University of Gdańsk, 80-210 Gdańsk, Poland; (K.D.); (E.S.)
| | - Robert Dziedzic
- Department of Thoracic Surgery, Medical University of Gdańsk, 80-210 Gdańsk, Poland (W.R.)
| | - Krzysztof Kuziemski
- Department of Allergology and Pneumonology, Medical University of Gdańsk, 80-210 Gdańsk, Poland;
| | - Edyta Szurowska
- II Department of Radiology, Medical University of Gdańsk, 80-210 Gdańsk, Poland; (K.D.); (E.S.)
| | - Witold Rzyman
- Department of Thoracic Surgery, Medical University of Gdańsk, 80-210 Gdańsk, Poland (W.R.)
| | - Tomasz Zdrojewski
- Department of Preventive Medicine and Education, Medical University of Gdańsk, 80-210 Gdańsk, Poland; (A.U.); (T.Z.)
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Robertson SE, Joyce NR, Steingrimsson JA, Stuart EA, Aberle DR, Gatsonis CA, Dahabreh IJ. Comparing Lung Cancer Screening Strategies in a Nationally Representative US Population Using Transportability Methods for the National Lung Cancer Screening Trial. JAMA Netw Open 2024; 7:e2346295. [PMID: 38289605 PMCID: PMC10828917 DOI: 10.1001/jamanetworkopen.2023.46295] [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: 02/07/2023] [Accepted: 10/19/2023] [Indexed: 02/01/2024] Open
Abstract
Importance The National Lung Screening Trial (NLST) found that screening for lung cancer with low-dose computed tomography (CT) reduced lung cancer-specific and all-cause mortality compared with chest radiography. It is uncertain whether these results apply to a nationally representative target population. Objective To extend inferences about the effects of lung cancer screening strategies from the NLST to a nationally representative target population of NLST-eligible US adults. Design, Setting, and Participants This comparative effectiveness study included NLST data from US adults at 33 participating centers enrolled between August 2002 and April 2004 with follow-up through 2009 along with National Health Interview Survey (NHIS) cross-sectional household interview survey data from 2010. Eligible participants were adults aged 55 to 74 years, and were current or former smokers with at least 30 pack-years of smoking (former smokers were required to have quit within the last 15 years). Transportability analyses combined baseline covariate, treatment, and outcome data from the NLST with covariate data from the NHIS and reweighted the trial data to the target population. Data were analyzed from March 2020 to May 2023. Interventions Low-dose CT or chest radiography screening with a screening assessment at baseline, then yearly for 2 more years. Main Outcomes and Measures For the outcomes of lung-cancer specific and all-cause death, mortality rates, rate differences, and ratios were calculated at a median (25th percentile and 75th percentile) follow-up of 5.5 (5.2-5.9) years for lung cancer-specific mortality and 6.5 (6.1-6.9) years for all-cause mortality. Results The transportability analysis included 51 274 NLST participants and 685 NHIS participants representing the target population (of approximately 5 700 000 individuals after survey-weighting). Compared with the target population, NLST participants were younger (median [25th percentile and 75th percentile] age, 60 [57 to 65] years vs 63 [58 to 67] years), had fewer comorbidities (eg, heart disease, 6551 of 51 274 [12.8%] vs 1 025 951 of 5 739 532 [17.9%]), and were more educated (bachelor's degree or higher, 16 349 of 51 274 [31.9%] vs 859 812 of 5 739 532 [15.0%]). In the target population, for lung cancer-specific mortality, the estimated relative rate reduction was 18% (95% CI, 1% to 33%) and the estimated absolute rate reduction with low-dose CT vs chest radiography was 71 deaths per 100 000 person-years (95% CI, 4 to 138 deaths per 100 000 person-years); for all-cause mortality the estimated relative rate reduction was 6% (95% CI, -2% to 12%). In the NLST, for lung cancer-specific mortality, the estimated relative rate reduction was 21% (95% CI, 9% to 32%) and the estimated absolute rate reduction was 67 deaths per 100 000 person-years (95% CI, 27 to 106 deaths per 100 000 person-years); for all-cause mortality, the estimated relative rate reduction was 7% (95% CI, 0% to 12%). Conclusions and Relevance Estimates of the comparative effectiveness of low-dose CT screening compared with chest radiography in a nationally representative target population were similar to those from unweighted NLST analyses, particularly on the relative scale. Increased uncertainty around effect estimates for the target population reflects large differences in the observed characteristics of trial participants and the target population.
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Affiliation(s)
- Sarah E. Robertson
- CAUSALab, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Nina R. Joyce
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
| | - Jon A. Steingrimsson
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island
| | - Elizabeth A. Stuart
- Departments of Mental Health, Biostatistics, and Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Denise R. Aberle
- Medical & Imaging Informatics Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles
| | - Constantine A. Gatsonis
- Department of Biostatistics, Brown University School of Public Health, Providence, Rhode Island
| | - Issa J. Dahabreh
- CAUSALab, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
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Rendle KA, Saia CA, Vachani A, Burnett-Hartman AN, Doria-Rose VP, Beucker S, Neslund-Dudas C, Oshiro C, Kim RY, Elston-Lafata J, Honda SA, Ritzwoller D, Wainwright JV, Mitra N, Greenlee RT. Rates of Downstream Procedures and Complications Associated With Lung Cancer Screening in Routine Clinical Practice : A Retrospective Cohort Study. Ann Intern Med 2024; 177:18-28. [PMID: 38163370 PMCID: PMC11111256 DOI: 10.7326/m23-0653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND Lung cancer screening (LCS) using low-dose computed tomography (LDCT) reduces lung cancer mortality but can lead to downstream procedures, complications, and other potential harms. Estimates of these events outside NLST (National Lung Screening Trial) have been variable and lacked evaluation by screening result, which allows more direct comparison with trials. OBJECTIVE To identify rates of downstream procedures and complications associated with LCS. DESIGN Retrospective cohort study. SETTING 5 U.S. health care systems. PATIENTS Individuals who completed a baseline LDCT scan for LCS between 2014 and 2018. MEASUREMENTS Outcomes included downstream imaging, invasive diagnostic procedures, and procedural complications. For each, absolute rates were calculated overall and stratified by screening result and by lung cancer detection, and positive and negative predictive values were calculated. RESULTS Among the 9266 screened patients, 1472 (15.9%) had a baseline LDCT scan showing abnormalities, of whom 140 (9.5%) were diagnosed with lung cancer within 12 months (positive predictive value, 9.5% [95% CI, 8.0% to 11.0%]; negative predictive value, 99.8% [CI, 99.7% to 99.9%]; sensitivity, 92.7% [CI, 88.6% to 96.9%]; specificity, 84.4% [CI, 83.7% to 85.2%]). Absolute rates of downstream imaging and invasive procedures in screened patients were 31.9% and 2.8%, respectively. In patients undergoing invasive procedures after abnormal findings, complication rates were substantially higher than those in NLST (30.6% vs. 17.7% for any complication; 20.6% vs. 9.4% for major complications). LIMITATION Assessment of outcomes was retrospective and was based on procedural coding. CONCLUSION The results indicate substantially higher rates of downstream procedures and complications associated with LCS in practice than observed in NLST. Diagnostic management likely needs to be assessed and improved to ensure that screening benefits outweigh potential harms. PRIMARY FUNDING SOURCE National Cancer Institute and Gordon and Betty Moore Foundation.
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Affiliation(s)
- Katharine A Rendle
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | - Chelsea A Saia
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | - Anil Vachani
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | | | - V Paul Doria-Rose
- Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Bethesda, Maryland (V.P.D.)
| | - Sarah Beucker
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | | | - Caryn Oshiro
- Center for Integrated Healthcare Research, Kaiser Permanente Hawaii, Honolulu, Hawaii (C.O.)
| | - Roger Y Kim
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | - Jennifer Elston-Lafata
- Henry Ford Health and Henry Ford Cancer Institute, Detroit, Michigan, and Eshelman School of Pharmacy and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (J.E.)
| | - Stacey A Honda
- Center for Integrated Health Care Research, Kaiser Permanente Hawaii, and Hawaii Permanente Medical Group, Honolulu, Hawaii (S.A.H.)
| | - Debra Ritzwoller
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, Colorado (A.N.B., D.R.)
| | - Jocelyn V Wainwright
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | - Nandita Mitra
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania (K.A.R., C.A.S., A.V., S.B., R.Y.K., J.V.W., N.M.)
| | - Robert T Greenlee
- Center for Clinical Epidemiology and Population Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin (R.T.G.)
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Wolf AMD, Oeffinger KC, Shih TYC, Walter LC, Church TR, Fontham ETH, Elkin EB, Etzioni RD, Guerra CE, Perkins RB, Kondo KK, Kratzer TB, Manassaram-Baptiste D, Dahut WL, Smith RA. Screening for lung cancer: 2023 guideline update from the American Cancer Society. CA Cancer J Clin 2024; 74:50-81. [PMID: 37909877 DOI: 10.3322/caac.21811] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 09/14/2023] [Indexed: 11/03/2023] Open
Abstract
Lung cancer is the leading cause of mortality and person-years of life lost from cancer among US men and women. Early detection has been shown to be associated with reduced lung cancer mortality. Our objective was to update the American Cancer Society (ACS) 2013 lung cancer screening (LCS) guideline for adults at high risk for lung cancer. The guideline is intended to provide guidance for screening to health care providers and their patients who are at high risk for lung cancer due to a history of smoking. The ACS Guideline Development Group (GDG) utilized a systematic review of the LCS literature commissioned for the US Preventive Services Task Force 2021 LCS recommendation update; a second systematic review of lung cancer risk associated with years since quitting smoking (YSQ); literature published since 2021; two Cancer Intervention and Surveillance Modeling Network-validated lung cancer models to assess the benefits and harms of screening; an epidemiologic and modeling analysis examining the effect of YSQ and aging on lung cancer risk; and an updated analysis of benefit-to-radiation-risk ratios from LCS and follow-up examinations. The GDG also examined disease burden data from the National Cancer Institute's Surveillance, Epidemiology, and End Results program. Formulation of recommendations was based on the quality of the evidence and judgment (incorporating values and preferences) about the balance of benefits and harms. The GDG judged that the overall evidence was moderate and sufficient to support a strong recommendation for screening individuals who meet the eligibility criteria. LCS in men and women aged 50-80 years is associated with a reduction in lung cancer deaths across a range of study designs, and inferential evidence supports LCS for men and women older than 80 years who are in good health. The ACS recommends annual LCS with low-dose computed tomography for asymptomatic individuals aged 50-80 years who currently smoke or formerly smoked and have a ≥20 pack-year smoking history (strong recommendation, moderate quality of evidence). Before the decision is made to initiate LCS, individuals should engage in a shared decision-making discussion with a qualified health professional. For individuals who formerly smoked, the number of YSQ is not an eligibility criterion to begin or to stop screening. Individuals who currently smoke should receive counseling to quit and be connected to cessation resources. Individuals with comorbid conditions that substantially limit life expectancy should not be screened. These recommendations should be considered by health care providers and adults at high risk for lung cancer in discussions about LCS. If fully implemented, these recommendations have a high likelihood of significantly reducing death and suffering from lung cancer in the United States.
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Affiliation(s)
- Andrew M D Wolf
- University of Virginia School of Medicine, Charlottesville, Virginia, USA
| | - Kevin C Oeffinger
- Department of Medicine, Duke University School of Medicine and Duke Cancer Institute Center for Onco-Primary Care, Durham, North Carolina, USA
| | - Tina Ya-Chen Shih
- David Geffen School of Medicine and Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, California, USA
| | - Louise C Walter
- Department of Medicine, University of California San Francisco and San Francisco Veterans Affairs Medical Center, San Francisco, California, USA
| | - Timothy R Church
- Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Elizabeth T H Fontham
- Health Sciences Center, School of Public Health, Louisiana State University, New Orleans, Louisiana, USA
| | - Elena B Elkin
- Department of Health Policy and Management, Columbia University Mailman School of Public Health, New York, New York, USA
| | - Ruth D Etzioni
- Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
| | - Carmen E Guerra
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Rebecca B Perkins
- Obstetrics and Gynecology, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Karli K Kondo
- Early Cancer Detection Science, American Cancer Society, Atlanta, Georgia, USA
| | - Tyler B Kratzer
- Cancer Surveillance and Health Equity Science, American Cancer Society, Atlanta, Georgia, USA
| | | | | | - Robert A Smith
- Early Cancer Detection Science, American Cancer Society, Atlanta, Georgia, USA
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Liu A, Siddiqi N, Tapan U, Mak KS, Steiling KA, Suzuki K. Black Race Remains Associated with Lower Eligibility for Screening Using 2021 US Preventive Services Task Force Recommendations Among Lung Cancer Patients at an Urban Safety Net Hospital. J Racial Ethn Health Disparities 2023; 10:2836-2843. [PMID: 36441493 DOI: 10.1007/s40615-022-01460-x] [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: 09/14/2022] [Revised: 11/10/2022] [Accepted: 11/13/2022] [Indexed: 11/29/2022]
Abstract
OBJECTIVE To evaluate whether the revised US Preventive Services Task Force (USPSTF) criteria reduced inequities in lung cancer screening (LCS) eligibility among a racially diverse sample of patients with lung cancer. METHODS This is a retrospective analysis of adults diagnosed with primary lung malignancies at an urban safety net hospital. For all patients and exclusively ever-smokers, χ2 tests were used to evaluate differences in LCS eligibility among socio-demographic variables using the 2013 and 2021 USPSTF criteria. Patients who were ineligible for LCS were categorized by reason for exclusion. RESULTS Among 678 lung cancer patients (46% female, mean age 66 ± 10 years), 51% were White, and 39% were Black. Using the 2013 guidelines, White patients (57%) would have been more likely to be eligible than Black (37%) and other-race patients (35%) (P < 0.0001) at time of cancer diagnosis. Under the 2021 guidelines, White patients (68%) remained more likely to be eligible for LCS than Black (54%) and other-race patients (48%) (P = 0.0002). Among exclusively ever-smoking patients, we did not observe a significant difference in eligibility by race under the 2021 USPSTF guidelines (White [73%], Black [65%], and other-race [65%]; [P = 0.48]). Sex, ethnicity, education level, and insurance type were not associated with differential screening eligibility under either the 2013 or 2021 guidelines. CONCLUSION The revised 2021 USPSTF LCS guidelines may not be sufficient to eliminate racial inequities in LCS eligibility among patients who go on to be diagnosed with primary lung cancer. Differential rates of lung cancer among never-smokers may contribute to this inequity.
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Affiliation(s)
- Anqi Liu
- Boston University School of Medicine, Boston, MA, USA
| | - Noreen Siddiqi
- Department of Surgery, Boston University School of Medicine, Boston Medical Center, Boston, MA, USA
| | - Umit Tapan
- Section of Hematology & Medical Oncology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Kimberley S Mak
- Department of Radiation Oncology, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Katrina A Steiling
- Section of Pulmonary, Allergy, Sleep and Critical Care Medicine, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Kei Suzuki
- Division of Thoracic Surgery, Department of Surgery, INOVA, Schar Cancer Institute, Falls Church, VA, USA.
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Fernandes M, Milla C, Gubran A, Barrazueta S, Altonen B, DiVittis A, Kuperberg S. Assessing the impact of socioeconomic status on incidental lung nodules at an urban safety net hospital. BMC Pulm Med 2023; 23:469. [PMID: 37996867 PMCID: PMC10668357 DOI: 10.1186/s12890-023-02726-8] [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: 08/10/2023] [Accepted: 10/20/2023] [Indexed: 11/25/2023] Open
Abstract
INTRODUCTION Lower socioeconomic status has been identified as an emerging risk factor for health disparities, including lung cancer outcomes. Most research investigating these outcomes includes patients from formal lung cancer screening programs. There is a paucity of studies assessing the relationship between socioeconomic status and incidental lung nodules. This study aimed to investigate the association between socioeconomic status and the size of incidental lung nodules on initial presentation at an urban safety net hospital, which did not have a formal lung cancer screening program or incidental lung nodule program. METHODS A retrospective chart review was conducted on patients with incidental lung nodules on CT chest imaging who were referred from primary care to a pulmonology clinic at a safety net hospital. Patients with incomplete nodule characteristics information were excluded. Data on demographics, comorbidities, smoking history, insurance type, immigration status, and geographical factors were collected. Less commonly studied determinants such as crime index, cost of living, and air quality index were also assessed. Logistic regression analysis was performed to assess relationships between nodule size and socioeconomic determinants. RESULTS Out of 3,490 patients with chest CT scans, 268 patients with ILNs were included in the study. 84.7% of patients represented racial or ethnic minorities, and most patients (67.8%) had federal insurance. Patients with non-commercial insurance were more likely to have larger, inherently higher-risk nodules (> 8 mm) compared to those with commercial insurance (OR 2.18, p 0.01). Patients from areas with higher unemployment rates were also less likely (OR 0.75, p 0.04) to have smaller nodules (< 6 mm). Patients representing racial or ethnic minorities were also more likely to have nodules > 8 mm (OR 1.6, p 0.24), and less likely to have nodules < 6 mm (OR 0.6, p 0.32), however, these relationships were not statistically significant. CONCLUSION This study found that lower socioeconomic status, indicated by having non-commercial insurance, was associated with larger incidental lung nodule size on initial presentation. While it is established that socioeconomic status is associated with disparities in lung cancer screening, these findings suggest that inequalities may also be present in those with incidental lung nodules. Further research is needed to understand the underlying mechanisms and develop interventions to address these disparities in incidental lung nodule evaluation and improve outcomes.
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Affiliation(s)
- Mateus Fernandes
- Pulmonary and Critical Care Medicine, Lenox Hill Hospital, Northwell Health, New York, USA
| | - Cristian Milla
- Department of Medicine, NYC Health + Hospitals/Woodhull, New York City Health and Hospitals, 760 Broadway, Brooklyn, NY, 11206, USA
- Division of Nephrology, SUNY Downstate/Health Sciences Center at Brooklyn, NY, Brooklyn, USA
| | - Ahmed Gubran
- Department of Medicine, NYC Health + Hospitals/Woodhull, New York City Health and Hospitals, 760 Broadway, Brooklyn, NY, 11206, USA
| | - Sandra Barrazueta
- Department of Medicine, NYC Health + Hospitals/Woodhull, New York City Health and Hospitals, 760 Broadway, Brooklyn, NY, 11206, USA
| | - Brian Altonen
- Department of Medicine, NYC Health + Hospitals/Woodhull, New York City Health and Hospitals, 760 Broadway, Brooklyn, NY, 11206, USA
- Research and Administration, New York City Health and Hospitals, NY, New York, USA
| | - Anthony DiVittis
- Department of Medicine, NYC Health + Hospitals/Woodhull, New York City Health and Hospitals, 760 Broadway, Brooklyn, NY, 11206, USA
| | - Stephen Kuperberg
- Department of Medicine, NYC Health + Hospitals/Woodhull, New York City Health and Hospitals, 760 Broadway, Brooklyn, NY, 11206, USA.
- Pulmonary and Critical Care Medicine, New York University Grossman School of Medicine, NY, New York, USA.
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Reilly M, Ali A, Doyle PF, Cotter S, Heavey L, Brain PK, Rankin PN, Mccutchan G, Redmond PP. Co-designing a recruitment strategy for lung cancer screening in high-risk individuals: protocol for a mixed-methods study. HRB Open Res 2023; 6:64. [PMID: 38911612 PMCID: PMC11190654 DOI: 10.12688/hrbopenres.13793.1] [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] [Accepted: 10/17/2023] [Indexed: 06/25/2024] Open
Abstract
Background Lung cancer is a significant cause of cancer-related mortality globally, with early detection through screening critical to improving patient outcomes. However, recruiting high-risk individuals, particularly in deprived populations, for screening remains a considerable challenge. This study aims to co-design a targeted recruitment strategy for lung cancer screening, tailored to the specific needs and experiences of high-risk individuals, in collaboration with a Patient and Public Involvement (PPI) panel and expert stakeholders in Ireland. Methods We will employ a mixed-methods design guided by the Medical Research Council (MRC) framework for developing complex interventions. Our approach will integrate systematic review findings on screening participation interventions, evaluation of the recruitment strategy's feasibility in an Irish context, and the application of behavioural science frameworks. The target population includes individuals over 55 years, either current smokers or those who quit within the last year, who reside in highly deprived areas. Conclusion This co-designed recruitment strategy will combine evidence-based research, local context understanding, and stakeholder input to develop a solution that is both scientifically robust and tailored to the target population's needs. This patient-centred approach aims to increase the potential for successful implementation of lung cancer screening programs, thereby improving early detection and patient outcomes.
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Affiliation(s)
- Maeve Reilly
- Department of General Practice, Royal College of Surgeons Ireland, Dublin, Ireland
| | - Ahmeda Ali
- Department of General Practice, Royal College of Surgeons Ireland, Dublin, Ireland
| | - Prof Frank Doyle
- Department of Health Psychology, School of Population Health, Royal College of Surgeons Ireland, Dublin, Ireland
| | - Seamus Cotter
- Patient and Public Involvement (PPI), Irish Lung Cancer Community, Dublin, Ireland
| | - Laura Heavey
- National Screening Service, Health Service Executive (HSE), Dublin, Ireland
| | - Prof Kate Brain
- Division of Population Medicine, Cardiff University, Cardiff, UK
| | - Prof Nicole Rankin
- School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Grace Mccutchan
- Division of Population Medicine, Cardiff University, Cardiff, UK
| | - Prof Patrick Redmond
- Department of General Practice, Royal College of Surgeons Ireland, Dublin, Ireland
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10
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Lafata KJ, Read C, Tong BC, Akinyemiju T, Wang C, Cerullo M, Tailor TD. Lung Cancer Screening in Clinical Practice: A 5-Year Review of Frequency and Predictors of Lung Cancer in the Screened Population. J Am Coll Radiol 2023:S1546-1440(23)00861-X. [PMID: 37952807 DOI: 10.1016/j.jacr.2023.05.027] [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: 10/26/2022] [Revised: 05/05/2023] [Accepted: 05/16/2023] [Indexed: 11/14/2023]
Abstract
PURPOSE The aims of this study were to evaluate (1) frequency, type, and lung cancer stage in a clinical lung cancer screening (LCS) population and (2) the association between patient characteristics and Lung CT Screening Reporting & Data System (Lung-RADS®) with lung cancer diagnosis. METHODS This retrospective study enrolled individuals undergoing LCS between January 1, 2015, and June 30, 2020. Individuals' sociodemographic characteristics, Lung-RADS scores, pathology-proven lung cancers, and tumor characteristics were determined via electronic health record and the health system's tumor registry. Associations between the outcome of lung cancer diagnosis within 1 year after LCS and covariates of sociodemographic characteristics and Lung-RADS score were determined using logistic regression. RESULTS Of 3,326 individuals undergoing 5,150 LCS examinations, 102 (3.1%) were diagnosed with lung cancer within 1 year of LCS; most of these cancers were screen detected (97 of 102 [95.1%]). Over the study period, there were 118 total LCS-detected cancers in 113 individuals (3.4%). Most LCS-detected cancers were adenocarcinomas (62 of 118 [52%]), 55.9% (65 of 118) were stage I, and 16.1% (19 of 118) were stage IV. The sensitivity, specificity, positive predictive value, and negative predictive value of Lung-RADS in diagnosing lung cancer within 1 year of LCS were 93.1%, 83.8%, 10.6%, and 99.8%, respectively. On multivariable analysis controlling for sociodemographic characteristics, only Lung-RADS score was associated with lung cancer (odds ratio for a one-unit increase in Lung-RADS score, 4.68; 95% confidence interval, 3.87-5.78). CONCLUSIONS The frequency of LCS-detected lung cancer and stage IV cancers was higher than reported in the National Lung Screening Trial. Although Lung-RADS was a significant predictor of lung cancer, the positive predictive value of Lung-RADS is relatively low, implying opportunity for improved nodule classification.
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Affiliation(s)
- Kyle J Lafata
- Department of Radiology, Duke University Medical Center, Durham, North Carolina; Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina; Department of Electrical and Computer Engineering, Duke University, Durham, North Carolina; Department of Medical Physics Graduate Program, Duke University, Durham, North Carolina
| | - Charlotte Read
- Department of Medical Physics Graduate Program, Duke University, Durham, North Carolina
| | - Betty C Tong
- Department of Surgery, Duke University Medical Center, Durham, North Carolina; Duke Cancer Institute, Durham, North Carolina; Clinical Director, Duke Lung Cancer Screening Program
| | - Tomi Akinyemiju
- Vice Chair, Diversity and Inclusion, Department of Population Health Sciences, Duke University Medical Center, Durham, North Carolina; Associate Director, Community Outreach, Engagement, and Equity, Duke Cancer Institute, Durham, North Carolina
| | - Chunhao Wang
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Marcelo Cerullo
- Department of Surgery, Duke University Medical Center, Durham, North Carolina
| | - Tina D Tailor
- Department of Radiology, Duke University Medical Center, Durham, North Carolina; Research Director, Duke Lung Cancer Screening Program, and Cardiothoracic Radiology Fellowship Director.
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11
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O'Dowd EL, Tietzova I, Bartlett E, Devaraj A, Biederer J, Brambilla M, Brunelli A, Chorostowska J, Decaluwe H, Deruysscher D, De Wever W, Donoghue M, Fabre A, Gaga M, van Geffen W, Hardavella G, Kauczor HU, Kerpel-Fronius A, van Meerbeeck J, Nagavci B, Nestle U, Novoa N, Prosch H, Prokop M, Putora PM, Rawlinson J, Revel MP, Snoeckx A, Veronesi G, Vliegenthart R, Weckbach S, Blum TG, Baldwin DR. ERS/ESTS/ESTRO/ESR/ESTI/EFOMP statement on management of incidental findings from low dose CT screening for lung cancer. Eur J Cardiothorac Surg 2023; 64:ezad302. [PMID: 37804174 PMCID: PMC10876118 DOI: 10.1093/ejcts/ezad302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 06/06/2023] [Indexed: 10/09/2023] Open
Abstract
BACKGROUND Screening for lung cancer with low radiation dose computed tomography has a strong evidence base, is being introduced in several European countries and is recommended as a new targeted cancer screening programme. The imperative now is to ensure that implementation follows an evidence-based process that will ensure clinical and cost effectiveness. This European Respiratory Society (ERS) task force was formed to provide an expert consensus for the management of incidental findings which can be adapted and followed during implementation. METHODS A multi-European society collaborative group was convened. 23 topics were identified, primarily from an ERS statement on lung cancer screening, and a systematic review of the literature was conducted according to ERS standards. Initial review of abstracts was completed and full text was provided to members of the group for each topic. Sections were edited and the final document approved by all members and the ERS Science Council. RESULTS Nine topics considered most important and frequent were reviewed as standalone topics (interstitial lung abnormalities, emphysema, bronchiectasis, consolidation, coronary calcification, aortic valve disease, mediastinal mass, mediastinal lymph nodes and thyroid abnormalities). Other topics considered of lower importance or infrequent were grouped into generic categories, suitable for general statements. CONCLUSIONS This European collaborative group has produced an incidental findings statement that can be followed during lung cancer screening. It will ensure that an evidence-based approach is used for reporting and managing incidental findings, which will mean that harms are minimised and any programme is as cost-effective as possible.
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Affiliation(s)
- Emma L O'Dowd
- Nottingham University Hospitals NHS Trust, Nottingham, UK
- University of Nottingham, Faculty of Medicine and Health Sciences, Nottingham, UK
| | - Ilona Tietzova
- Charles University, First Faculty of Medicine, Department of Tuberculosis and Respiratory Diseases, Prague, Czech Republic
| | - Emily Bartlett
- Royal Brompton and Harefield NHS Foundation Trust, Radiology, London, UK
| | - Anand Devaraj
- Royal Brompton and Harefield NHS Foundation Trust, Radiology, London, UK
| | - Jürgen Biederer
- University of Heidelberg, Diagnostic and Interventional Radiology, Heidelberg, Germany
- German Center for Lung Research DZL, Translational Lung Research Center TLRC, Heidelberg, Germany
- University of Latvia, Faculty of Medicine, Riga, Latvia
- Christian-Albrechts-Universität zu Kiel, Faculty of Medicine, Kiel, Germany
| | - Marco Brambilla
- Azienda Ospedaliero-Universitaria Maggiore della Carità di Novara, Novara, Italy
| | | | - Joanna Chorostowska
- Institute of Tuberculosis and Lung Diseases, Warsaw, Genetics and Clinical Immunology, Warsaw, Poland
| | | | - Dirk Deruysscher
- Maastricht University Medical Centre, Department of Radiation Oncology (MAASTRO Clinic), GROW-School for Oncology and Developmental Biology, Limburg, The Netherlands
| | - Walter De Wever
- Universitaire Ziekenhuizen Leuven, Radiology, Leuven, Belgium
| | | | - Aurelie Fabre
- University College Dublin School of Medicine, Histopathology, Dublin, Ireland
| | - Mina Gaga
- Sotiria General Hospital of Chest Diseases of Athens, 7th Respiratory Medicine Department, Athens, Greece
| | - Wouter van Geffen
- Medical Centre Leeuwarden, Department of Respiratory Medicine, Leeuwarden, The Netherlands
- University of Groningen, University Medical Center Groningen, Department of Pulmonary Diseases, Groningen, The Netherlands
| | - Georgia Hardavella
- Sotiria General Hospital of Chest Diseases of Athens, Respiratory Medicine, Athens, Greece
| | - Hans-Ulrich Kauczor
- University of Heidelberg, Diagnostic and Interventional Radiology, Heidelberg, Germany
- German Center for Lung Research DZL, Translational Lung Research Center TLRC, Heidelberg, Germany
| | - Anna Kerpel-Fronius
- National Koranyi Institute of Pulmonology, Department of Radiology, Budapest, Hungary
| | | | - Blin Nagavci
- Institute for Evidence in Medicine, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Ursula Nestle
- Kliniken Maria Hilf GmbH Monchengladbach, Nordrhein-Westfalen, Germany
| | - Nuria Novoa
- University Hospital of Salamanca, Thoracic Surgery, Salamanca, Spain
| | - Helmut Prosch
- Medical University of Vienna, Department of Biomedical Imaging and Image-guided Therapy, Vienna, Austria
| | - Mathias Prokop
- Radboud University Nijmegen Medical Center, Department of Radiology, Nijmegen, The Netherlands
| | - Paul Martin Putora
- Kantonsspital Sankt Gallen, Radiation Oncology, Sankt Gallen, Switzerland
- Inselspital Universitatsspital Bern, Radiation Oncology, Bern, Switzerland
| | | | - Marie-Pierre Revel
- Cochin Hospital, APHP, Radiology Department, Paris, France
- Université de Paris, Paris, France
| | | | - Giulia Veronesi
- Humanitas Research Hospital, Division of Thoracic and General Surgery, Rozzano, Italy
| | | | - Sabine Weckbach
- UniversitatsKlinikum Heidelberg, Heidelberg, Germany
- Bayer AG, Research and Development, Pharmaceuticals, Radiology, Berlin, Germany
| | - Torsten G Blum
- HELIOS Klinikum Emil von Behring GmbH, Lungenklinik Heckeshorn, Berlin, Germany
| | - David R Baldwin
- University of Nottingham, Faculty of Medicine and Health Sciences, Nottingham, UK
- Nottingham University Hospitals NHS Trust, Department of Respiratory Medicine, Nottingham, UK
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12
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Lin MY, Liu T, Gatsonis C, Sicks JD, Shih S, Carlos RC, Gareen IF. Utilization of Diagnostic Procedures After Lung Cancer Screening in the National Lung Screening Trial. J Am Coll Radiol 2023; 20:1022-1030. [PMID: 37423348 PMCID: PMC10755856 DOI: 10.1016/j.jacr.2023.03.021] [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: 09/15/2022] [Revised: 10/25/2022] [Accepted: 03/02/2023] [Indexed: 07/11/2023]
Abstract
OBJECTIVE To examine utilization patterns of diagnostic procedures after lung cancer screening among participants enrolled in the National Lung Screening Trial. METHODS Using a sample of National Lung Screening Trial participants with abstracted medical records, we assessed utilization of imaging, invasive, and surgical procedures after lung cancer screening. Missing data were imputed using multiple imputation by chained equations. For each procedure type, we examined utilization within a year after the screening or until the next screen, whichever came first, across arms (low-dose CT [LDCT] versus chest X-ray [CXR]) and by screening results. We also explored factors associated with having these procedures using multivariable negative binomial regressions. RESULTS After baseline screening, our sample had 176.5 and 46.7 procedures per 100 person-years for those with a false-positive and negative result, respectively. Invasive and surgical procedures were relatively infrequent. Among those who screened positive, follow-up imaging and invasive procedures were 25% and 34% less frequent in those screened with LDCT, compared with CXR. Postscreening utilization of invasive and surgical procedures was 37% and 34% lower at the first incidence screen compared with baseline. Participants with positive results at baseline were six times more likely to undergo additional imaging than those with normal findings. DISCUSSION Use of imaging and invasive procedures to evaluate abnormal findings varied by screening modality, with a lower rate for LDCT than CXR. Invasive and surgical workup were less prevalent after subsequent screening examinations compared with baseline screening. Utilization was associated with older age but not gender, race or ethnicity, insurance status, or income.
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Affiliation(s)
- Meng-Yun Lin
- Department of Social Sciences & Health Policy, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Tao Liu
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island; Department of Biostatistics, Brown University of Public Health, Providence, Rhode Island
| | - Constantine Gatsonis
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island; Department of Biostatistics, Brown University of Public Health, Providence, Rhode Island
| | - JoRean D Sicks
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Stephannie Shih
- Department of Biostatistics, Brown University of Public Health, Providence, Rhode Island
| | - Ruth C Carlos
- Division of Abdominal Radiology, University of Michigan, Ann Arbor, Michigan; Editor-in-Chief of JACR
| | - Ilana F Gareen
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island; Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island.
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13
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O'Dowd EL, Tietzova I, Bartlett E, Devaraj A, Biederer J, Brambilla M, Brunelli A, Chorostowska-Wynimko J, Decaluwe H, Deruysscher D, De Wever W, Donoghue M, Fabre A, Gaga M, van Geffen W, Hardavella G, Kauczor HU, Kerpel-Fronius A, van Meerbeeck J, Nagavci B, Nestle U, Novoa N, Prosch H, Prokop M, Putora PM, Rawlinson J, Revel MP, Snoeckx A, Veronesi G, Vliegenthart R, Weckbach S, Blum TG, Baldwin DR. ERS/ESTS/ESTRO/ESR/ESTI/EFOMP statement on management of incidental findings from low dose CT screening for lung cancer. Eur Respir J 2023; 62:2300533. [PMID: 37802631 DOI: 10.1183/13993003.00533-2023] [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: 03/28/2023] [Accepted: 06/06/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND Screening for lung cancer with low radiation dose computed tomography has a strong evidence base, is being introduced in several European countries and is recommended as a new targeted cancer screening programme. The imperative now is to ensure that implementation follows an evidence-based process that will ensure clinical and cost effectiveness. This European Respiratory Society (ERS) task force was formed to provide an expert consensus for the management of incidental findings which can be adapted and followed during implementation. METHODS A multi-European society collaborative group was convened. 23 topics were identified, primarily from an ERS statement on lung cancer screening, and a systematic review of the literature was conducted according to ERS standards. Initial review of abstracts was completed and full text was provided to members of the group for each topic. Sections were edited and the final document approved by all members and the ERS Science Council. RESULTS Nine topics considered most important and frequent were reviewed as standalone topics (interstitial lung abnormalities, emphysema, bronchiectasis, consolidation, coronary calcification, aortic valve disease, mediastinal mass, mediastinal lymph nodes and thyroid abnormalities). Other topics considered of lower importance or infrequent were grouped into generic categories, suitable for general statements. CONCLUSIONS This European collaborative group has produced an incidental findings statement that can be followed during lung cancer screening. It will ensure that an evidence-based approach is used for reporting and managing incidental findings, which will mean that harms are minimised and any programme is as cost-effective as possible.
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Affiliation(s)
- Emma L O'Dowd
- Nottingham University Hospitals NHS Trust, Nottingham, UK
- University of Nottingham, Faculty of Medicine and Health Sciences, Nottingham, UK
| | - Ilona Tietzova
- Charles University, First Faculty of Medicine, Department of Tuberculosis and Respiratory Diseases, Prague, Czech Republic
| | - Emily Bartlett
- Royal Brompton and Harefield NHS Foundation Trust, Radiology, London, UK
| | - Anand Devaraj
- Royal Brompton and Harefield NHS Foundation Trust, Radiology, London, UK
| | - Jürgen Biederer
- University of Heidelberg, Diagnostic and Interventional Radiology, Heidelberg, Germany
- German Center for Lung Research DZL, Translational Lung Research Center TLRC, Heidelberg, Germany
- University of Latvia, Faculty of Medicine, Riga, Latvia
- Christian-Albrechts-Universität zu Kiel, Faculty of Medicine, Kiel, Germany
| | - Marco Brambilla
- Azienda Ospedaliero-Universitaria Maggiore della Carità di Novara, Novara, Italy
| | | | | | | | - Dirk Deruysscher
- Maastricht University Medical Centre, Department of Radiation Oncology (MAASTRO Clinic), GROW-School for Oncology and Developmental Biology, Limburg, The Netherlands
| | - Walter De Wever
- Universitaire Ziekenhuizen Leuven, Radiology, Leuven, Belgium
| | | | - Aurelie Fabre
- University College Dublin School of Medicine, Histopathology, Dublin, Ireland
| | - Mina Gaga
- Sotiria General Hospital of Chest Diseases of Athens, 7th Respiratory Medicine Department, Athens, Greece
| | - Wouter van Geffen
- Medical Centre Leeuwarden, Department of Respiratory Medicine, Leeuwarden, The Netherlands
- University of Groningen, University Medical Center Groningen, Department of Pulmonary Diseases, Groningen, The Netherlands
| | - Georgia Hardavella
- Sotiria General Hospital of Chest Diseases of Athens, Respiratory Medicine, Athens, Greece
| | - Hans-Ulrich Kauczor
- University of Heidelberg, Diagnostic and Interventional Radiology, Heidelberg, Germany
- German Center for Lung Research DZL, Translational Lung Research Center TLRC, Heidelberg, Germany
| | - Anna Kerpel-Fronius
- National Koranyi Institute of Pulmonology, Department of Radiology, Budapest, Hungary
| | | | - Blin Nagavci
- Institute for Evidence in Medicine, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Ursula Nestle
- Kliniken Maria Hilf GmbH Monchengladbach, Nordrhein-Westfalen, Germany
| | - Nuria Novoa
- University Hospital of Salamanca, Thoracic Surgery, Salamanca, Spain
| | - Helmut Prosch
- Medical University of Vienna, Department of Biomedical Imaging and Image-guided Therapy, Vienna, Austria
| | - Mathias Prokop
- Radboud University Nijmegen Medical Center, Department of Radiology, Nijmegen, The Netherlands
| | - Paul Martin Putora
- Kantonsspital Sankt Gallen, Radiation Oncology, Sankt Gallen, Switzerland
- Inselspital Universitatsspital Bern, Radiation Oncology, Bern, Switzerland
| | | | - Marie-Pierre Revel
- Cochin Hospital, APHP, Radiology Department, Paris, France
- Université de Paris, Paris, France
| | | | - Giulia Veronesi
- Humanitas Research Hospital, Division of Thoracic and General Surgery, Rozzano, Italy
| | | | - Sabine Weckbach
- UniversitatsKlinikum Heidelberg, Heidelberg, Germany
- Bayer AG, Research and Development, Pharmaceuticals, Radiology, Berlin, Germany
| | - Torsten G Blum
- HELIOS Klinikum Emil von Behring GmbH, Lungenklinik Heckeshorn, Berlin, Germany
| | - David R Baldwin
- Nottingham University Hospitals NHS Trust, Nottingham, UK
- University of Nottingham, Faculty of Medicine and Health Sciences, Nottingham, UK
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14
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Núñez ER, Gould MK, Wiener RS. Time to Update Lung-RADS v1.1? Incorporating evidence from recent observational studies. J Am Coll Radiol 2023; 20:915-918. [PMID: 35970258 PMCID: PMC10612120 DOI: 10.1016/j.jacr.2022.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/16/2022] [Accepted: 06/21/2022] [Indexed: 11/20/2022]
Affiliation(s)
- Eduardo R Núñez
- Pulmonary Center, Boston University School of Medicine, Boston, Massachusetts; Center for Healthcare Organization & Implementation Research, VA Boston Healthcare System, Boston, Massachusetts; and VA Bedford Healthcare System, Bedford, Massachusetts.
| | - Michael K Gould
- Professor of Medicine and Director of Research Programs, Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Renda Soylemez Wiener
- Professor of Medicine, The Pulmonary Center, Boston University School of Medicine, Boston, Massachusetts; Associate Director, VA Boston Healthcare System, Boston, Massachusetts; VA Bedford Healthcare System, Bedford, Massachusetts; and Lung Cancer Screening Appropriateness Committee, ACR
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15
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Cellina M, Cacioppa LM, Cè M, Chiarpenello V, Costa M, Vincenzo Z, Pais D, Bausano MV, Rossini N, Bruno A, Floridi C. Artificial Intelligence in Lung Cancer Screening: The Future Is Now. Cancers (Basel) 2023; 15:4344. [PMID: 37686619 PMCID: PMC10486721 DOI: 10.3390/cancers15174344] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 08/27/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Lung cancer has one of the worst morbidity and fatality rates of any malignant tumour. Most lung cancers are discovered in the middle and late stages of the disease, when treatment choices are limited, and patients' survival rate is low. The aim of lung cancer screening is the identification of lung malignancies in the early stage of the disease, when more options for effective treatments are available, to improve the patients' outcomes. The desire to improve the efficacy and efficiency of clinical care continues to drive multiple innovations into practice for better patient management, and in this context, artificial intelligence (AI) plays a key role. AI may have a role in each process of the lung cancer screening workflow. First, in the acquisition of low-dose computed tomography for screening programs, AI-based reconstruction allows a further dose reduction, while still maintaining an optimal image quality. AI can help the personalization of screening programs through risk stratification based on the collection and analysis of a huge amount of imaging and clinical data. A computer-aided detection (CAD) system provides automatic detection of potential lung nodules with high sensitivity, working as a concurrent or second reader and reducing the time needed for image interpretation. Once a nodule has been detected, it should be characterized as benign or malignant. Two AI-based approaches are available to perform this task: the first one is represented by automatic segmentation with a consequent assessment of the lesion size, volume, and densitometric features; the second consists of segmentation first, followed by radiomic features extraction to characterize the whole abnormalities providing the so-called "virtual biopsy". This narrative review aims to provide an overview of all possible AI applications in lung cancer screening.
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Affiliation(s)
- Michaela Cellina
- Radiology Department, Fatebenefratelli Hospital, ASST Fatebenefratelli Sacco, 20121 Milano, Italy;
| | - Laura Maria Cacioppa
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (L.M.C.); (N.R.); (A.B.)
- Division of Interventional Radiology, Department of Radiological Sciences, University Hospital “Azienda Ospedaliera Universitaria delle Marche”, 60126 Ancona, Italy
| | - Maurizio Cè
- Postgraduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (M.C.); (V.C.); (M.C.); (Z.V.); (D.P.); (M.V.B.)
| | - Vittoria Chiarpenello
- Postgraduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (M.C.); (V.C.); (M.C.); (Z.V.); (D.P.); (M.V.B.)
| | - Marco Costa
- Postgraduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (M.C.); (V.C.); (M.C.); (Z.V.); (D.P.); (M.V.B.)
| | - Zakaria Vincenzo
- Postgraduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (M.C.); (V.C.); (M.C.); (Z.V.); (D.P.); (M.V.B.)
| | - Daniele Pais
- Postgraduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (M.C.); (V.C.); (M.C.); (Z.V.); (D.P.); (M.V.B.)
| | - Maria Vittoria Bausano
- Postgraduation School in Radiodiagnostics, Università degli Studi di Milano, 20122 Milan, Italy; (M.C.); (V.C.); (M.C.); (Z.V.); (D.P.); (M.V.B.)
| | - Nicolò Rossini
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (L.M.C.); (N.R.); (A.B.)
| | - Alessandra Bruno
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (L.M.C.); (N.R.); (A.B.)
| | - Chiara Floridi
- Department of Clinical, Special and Dental Sciences, University Politecnica delle Marche, 60126 Ancona, Italy; (L.M.C.); (N.R.); (A.B.)
- Division of Interventional Radiology, Department of Radiological Sciences, University Hospital “Azienda Ospedaliera Universitaria delle Marche”, 60126 Ancona, Italy
- Division of Radiology, Department of Radiological Sciences, University Hospital “Azienda Ospedaliera Universitaria delle Marche”, 60126 Ancona, Italy
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16
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Gareen IF, Gutman R, Sicks J, Tailor TD, Hoffman RM, Trivedi AN, Flores E, Underwood E, Cochancela J, Chiles C. Significant Incidental Findings in the National Lung Screening Trial. JAMA Intern Med 2023; 183:677-684. [PMID: 37155190 PMCID: PMC10167600 DOI: 10.1001/jamainternmed.2023.1116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 02/24/2023] [Indexed: 05/10/2023]
Abstract
Importance Low-dose computed tomography (LDCT) lung screening has been shown to reduce lung cancer mortality. Significant incidental findings (SIFs) have been widely reported in patients undergoing LDCT lung screening. However, the exact nature of these SIF findings has not been described. Objective To describe SIFs reported in the LDCT arm of the National Lung Screening Trial and classify SIFs as reportable or not reportable to the referring clinician (RC) using the American College of Radiology's white papers on incidental findings. Design, Setting, and Participants This was a retrospective case series study of 26 455 participants in the National Lung Screening Trial who underwent at least 1 screening examination with LDCT. The trial was conducted from 2002 to 2009, and data were collected at 33 US academic medical centers. Main Outcomes and Measures Significant incident findings were defined as a final diagnosis of a negative screen result with significant abnormalities that were not suspicious for lung cancer or a positive screen result with emphysema, significant cardiovascular abnormality, or significant abnormality above or below the diaphragm. Results Of 26 455 participants, 10 833 (41.0%) were women, the mean (SD) age was 61.4 (5.0) years, and there were 1179 (4.5%) Black, 470 (1.8%) Hispanic/Latino, and 24 123 (91.2%) White individuals. Participants were scheduled to undergo 3 screenings during the course of the trial; the present study included 75 126 LDCT screening examinations performed for 26 455 participants. A SIF was reported for 8954 (33.8%) of 26 455 participants who were screened with LDCT. Of screening tests with a SIF detected, 12 228 (89.1%) had a SIF considered reportable to the RC, with a higher proportion of reportable SIFs among those with a positive screen result for lung cancer (7632 [94.1%]) compared with those with a negative screen result (4596 [81.8%]). The most common SIFs reported included emphysema (8677 [43.0%] of 20 156 SIFs reported), coronary artery calcium (2432 [12.1%]), and masses or suspicious lesions (1493 [7.4%]). Masses included kidney (647 [3.2%]), liver (420 [2.1%]), adrenal (265 [1.3%]), and breast (161 [0.8%]) abnormalities. Classification was based on free-text comments; 2205 of 13 299 comments (16.6%) could not be classified. The hierarchical reporting of final diagnosis in NLST may have been associated with an overestimate of severe emphysema in participants with a positive screen result for lung cancer. Conclusions and Relevance This case series study found that SIFs were commonly reported in the LDCT arm of the National Lung Screening Trial, and most of these SIFs were considered reportable to the RC and likely to require follow-up. Future screening trials should standardize SIF reporting.
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Affiliation(s)
- Ilana F. Gareen
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Roee Gutman
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
- Department of Biostatistics, Brown University of Public Health, Providence, Rhode Island
| | - JoRean Sicks
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Tina D. Tailor
- Division of Cardiothoracic Radiology, Department of Radiology, Duke Health, Durham, North Carolina
| | - Richard M. Hoffman
- Holden Comprehensive Cancer Center, Department of Medicine, University of Iowa Carver College of Medicine, University of Iowa, Iowa City
| | - Amal N. Trivedi
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, Rhode Island
- Center of Innovation for Long-term Services and Supports, Providence Veterans Affairs Medical Center, Providence, Rhode Island
| | - Efren Flores
- Department of Radiology, Massachusetts General Hospital, Boston
| | - Ellen Underwood
- Center for Statistical Sciences, Brown University School of Public Health, Providence, Rhode Island
| | - Jerson Cochancela
- Department of Biostatistics, Brown University of Public Health, Providence, Rhode Island
| | - Caroline Chiles
- Department of Radiology, Atrium Health Wake Forest Baptist, Winston-Salem, North Carolina
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17
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Lee SJC, Lee J, Zhu H, Chen PM, Wahid U, Hamann HA, Bhalla S, Cardenas RC, Natchimuthu VS, Johnson DH, Santini NO, Patel HR, Gerber DE. Assessing Barriers and Facilitators to Lung Cancer Screening: Initial Findings from a Patient Navigation Intervention. Popul Health Manag 2023; 26:177-184. [PMID: 37219548 PMCID: PMC10278031 DOI: 10.1089/pop.2023.0053] [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] [Indexed: 05/24/2023] Open
Abstract
Low-dose computed tomography-based lung cancer screening represents a complex clinical undertaking that could require multiple referrals, appointments, and time-intensive procedures. These steps may pose difficulties and raise concerns among patients, particularly minority, under-, and uninsured populations. The authors implemented patient navigation to identify and address these challenges. They conducted a pragmatic randomized controlled trial of telephone-based navigation for lung cancer screening in an integrated, urban safety-net health care system. Following standardized protocols, bilingual (Spanish and English) navigators educated, motivated, and empowered patients to traverse the health system. Navigators made systematic contact with patients, recording standardized call characteristics in a study-specific database. Call type, duration, and content were recorded. Univariable and multivariable multinomial logistic regression was performed to investigate associations between call characteristics and reported barriers. Among 225 patients (mean age 63 years, 46% female, 70% racial/ethnic minority) assigned navigation, a total of 559 barriers to screening were identified during 806 telephone calls. The most common barrier categories were personal (46%), provider (30%), and practical (17%). System (6%) and psychosocial (1%) barriers were described by English-speaking patients, but not by Spanish-speaking patients. Over the course of the lung cancer screening process, provider-related barriers decreased 80% (P = 0.008). The authors conclude that patients undergoing lung cancer screening frequently report personal and health care provider-related barriers to successful participation. Barrier types may differ among patient populations and over the course of the screening process. Further understanding of these concerns may increase screening uptake and adherence. Clinical Trial Registration number: (NCT02758054).
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Affiliation(s)
- Simon J. Craddock Lee
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Jessica Lee
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Hong Zhu
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Patricia M. Chen
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Urooj Wahid
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Heidi A. Hamann
- Departments of Psychology and Family and Community Medicine, University of Arizona, Tucson, Arizona, USA
| | - Sheena Bhalla
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Rodrigo Catalan Cardenas
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
| | | | - David H. Johnson
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Noel O. Santini
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
- Parkland Health, Dallas, Texas, USA
| | - Himani R. Patel
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
| | - David E. Gerber
- Peter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, Texas, USA
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, Texas, USA
- Parkland Health, Dallas, Texas, USA
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18
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Almatrafi A, Thomas O, Callister M, Gabe R, Beeken RJ, Neal R. The prevalence of comorbidity in the lung cancer screening population: A systematic review and meta-analysis. J Med Screen 2023; 30:3-13. [PMID: 35942779 PMCID: PMC9925896 DOI: 10.1177/09691413221117685] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE Comorbidity is associated with adverse outcomes for all lung cancer patients, but its burden is less understood in the context of screening. This review synthesises the prevalence of comorbidities among lung cancer screening (LCS) candidates and summarises the clinical recommendations for screening comorbid individuals. METHODS We searched MEDLINE, EMBASE, EBM Reviews, and CINAHL databases from January 1990 to February 2021. We included LCS studies that reported a prevalence of comorbidity, as a prevalence of a particular condition, or as a summary score. We also summarised LCS clinical guidelines that addressed comorbidity or frailty for LCS as a secondary objective for this review. Meta-analysis was used with inverse-variance weights obtained from a random-effects model to estimate the prevalence of selected comorbidities. RESULTS We included 69 studies in the review; seven reported comorbidity summary scores, two reported performance status, 48 reported individual comorbidities, and 12 were clinical guideline papers. The meta-analysis of individual comorbidities resulted in an estimated prevalence of 35.2% for hypertension, 23.5% for history of chronic obstructive pulmonary disease (COPD) (10.7% for severe COPD), 16.6% for ischaemic heart disease (IHD), 13.1% for peripheral vascular disease (PVD), 12.9% for asthma, 12.5% for diabetes, 4.5% for bronchiectasis, 2.2% for stroke, and 0.5% for pulmonary fibrosis. CONCLUSIONS Comorbidities were highly prevalent in LCS populations and likely to be more prevalent than in other cancer screening programmes. Further research on the burden of comorbid disease and its impact on screening uptake and outcomes is needed. Identifying individuals with frailty and comorbidities who might not benefit from screening should become a priority in LCS research.
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Affiliation(s)
- Anas Almatrafi
- Leeds Institute of Health Sciences,
University of Leeds, Leeds, UK,Department of Epidemiology, Umm Al-Qura University, Makkah, Saudi Arabia,Anas Almatrafi, Leeds Institute of Health
Sciences, University of Leeds, Leeds LS2 9NL, UK.
| | - Owen Thomas
- Leeds Institute of Health Sciences,
University of Leeds, Leeds, UK
| | - Matthew Callister
- Department of Respiratory Medicine, Leeds
Teaching Hospitals, St James's University Hospital, Leeds, UK
| | - Rhian Gabe
- Center for Evaluation and Methods, Wolfson Institute of Population
Health, Queen Mary University of
London, London, UK
| | - Rebecca J Beeken
- Leeds Institute of Health Sciences,
University of Leeds, Leeds, UK,Department of Behavioural Science and
Health, University College London, London, UK
| | - Richard Neal
- Leeds Institute of Health Sciences,
University of Leeds, Leeds, UK,College of Medicine and Health, University of Exeter, Exeter, UK
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19
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Dickson JL, Hall H, Horst C, Tisi S, Verghese P, Mullin AM, Teague J, Farrelly L, Bowyer V, Gyertson K, Bojang F, Levermore C, Anastasiadis T, McCabe J, Navani N, Nair A, Devaraj A, Hackshaw A, Quaife SL, Janes SM. Uptake of invitations to a lung health check offering low-dose CT lung cancer screening among an ethnically and socioeconomically diverse population at risk of lung cancer in the UK (SUMMIT): a prospective, longitudinal cohort study. Lancet Public Health 2023; 8:e130-e140. [PMID: 36709053 PMCID: PMC7615156 DOI: 10.1016/s2468-2667(22)00258-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 09/12/2022] [Accepted: 09/27/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Lung cancer screening with low-dose CT reduces lung cancer mortality, but screening requires equitable uptake from candidates at high risk of lung cancer across ethnic and socioeconomic groups that are under-represented in clinical studies. We aimed to assess the uptake of invitations to a lung health check offering low-dose CT lung cancer screening in an ethnically and socioeconomically diverse cohort at high risk of lung cancer. METHODS In this multicentre, prospective, longitudinal cohort study (SUMMIT), individuals aged 55-77 years with a history of smoking in the past 20 years were identified via National Health Service England primary care records at practices in northeast and north-central London, UK, using electronic searches. Eligible individuals were invited by letter to a lung health check offering lung cancer screening at one of four hospital sites, with non-responders re-invited after 4 months. Individuals were excluded if they had dementia or metastatic cancer, were receiving palliative care or were housebound, or declined research participation. The proportion of individuals invited who responded to the lung health check invitation by telephone was used to measure uptake. We used univariable and multivariable logistic regression analyses to estimate associations between uptake of a lung health check invitation and re-invitation of non-responders, adjusted for sex, age, ethnicity, smoking, and deprivation score. This study was registered prospectively with ClinicalTrials.gov, NCT03934866. FINDINGS Between March 20 and Dec 12, 2019, the records of 2 333 488 individuals from 251 primary care practices across northeast and north-central London were screened for eligibility; 1 974 919 (84·6%) individuals were outside the eligible age range, 7578 (2·1%) had pre-existing medical conditions, and 11 962 (3·3%) had opted out of particpation in research and thus were not invited. 95 297 individuals were eligible for invitation, of whom 29 545 (31·0%) responded. Due to the COVID-19 pandemic, re-invitation letters were sent to only a subsample of 4594 non-responders, of whom 642 (14·0%) responded. Overall, uptake was lower among men than among women (odds ratio [OR] 0·91 [95% CI 0·88-0·94]; p<0·0001), and higher among older age groups (1·48 [1·42-1·54] among those aged 65-69 years vs those aged 55-59 years; p<0·0001), groups with less deprivation (1·89 [1·76-2·04] for the most vs the least deprived areas; p<0·0001), individuals of Asian ethnicity (1·14 [1·09-1·20] vs White ethnicity; p<0·0001), and individuals who were former smokers (1·89 [1·83-1·95] vs current smokers; p<0·0001). When ethnicity was subdivided into 16 groups, uptake was lower among individuals of other White ethnicity than among those with White British ethnicity (0·86 [0·83-0·90]), whereas uptake was higher among Chinese, Indian, and other Asian ethnicities than among those with White British ethnicity (1·33 [1·13-1·56] for Chinese ethnicity; 1·29 [1·19-1·40] for Indian ethnicity; and 1·19 [1·08-1·31] for other Asian ethnicity). INTERPRETATION Inviting eligible adults for lung health checks in areas of socioeconomic and ethnic diversity should achieve favourable participation in lung cancer screening overall, but inequalities by smoking, deprivation, and ethnicity persist. Reminder and re-invitation strategies should be used to increase uptake and the equity of response. FUNDING GRAIL.
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Affiliation(s)
- Jennifer L Dickson
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Helen Hall
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Carolyn Horst
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Sophie Tisi
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Priyam Verghese
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Anne-Marie Mullin
- Cancer Research UK and UCL Cancer Trials Centre, University College London, London, UK
| | - Jon Teague
- Cancer Research UK and UCL Cancer Trials Centre, University College London, London, UK
| | - Laura Farrelly
- Cancer Research UK and UCL Cancer Trials Centre, University College London, London, UK
| | - Vicky Bowyer
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Kylie Gyertson
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Fanta Bojang
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Claire Levermore
- University College London Hospitals NHS Foundation Trust, London, UK
| | | | - John McCabe
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Neal Navani
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK; University College London Hospitals NHS Foundation Trust, London, UK
| | - Arjun Nair
- University College London Hospitals NHS Foundation Trust, London, UK
| | - Anand Devaraj
- Royal Brompton and Harefield NHS Trust, London, UK; National Heart and Lung Institute, Imperial College London, London, UK
| | - Allan Hackshaw
- Cancer Research UK and UCL Cancer Trials Centre, University College London, London, UK
| | - Samantha L Quaife
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Sam M Janes
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK.
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20
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Zhu W, Love K, Gray SW, Raz DJ. Liquid Biopsy Screening for Early Detection of Lung Cancer: Current State and Future Directions. Clin Lung Cancer 2023; 24:209-217. [PMID: 36797152 DOI: 10.1016/j.cllc.2023.01.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 01/06/2023] [Accepted: 01/17/2023] [Indexed: 01/28/2023]
Abstract
Liquid biopsy (LB) is clinically utilized to detect minute amounts of genetic material or protein shed by cancer cells, most commonly cell free DNA (cfDNA), as a noninvasive precision oncology tool to assess genomic alterations to guide cancer therapy or to detect the persistence of tumor cells after therapy. LB is also being developed as a multi-cancer screening assay. The use of LB holds great promise as a tool to detect lung cancer early. Although lung cancer screening (LCS) with low-dose computed tomography (LDCT) substantially reduces lung cancer mortality in high-risk individuals, the ability of current LCS guidelines to reduce the public health burden of advanced lung cancer through early detection has been limited. LB may be an important tool to improve early lung cancer detection among all populations at risk for lung cancer. In this systematic review, we summarize the test characteristics, including sensitivity and specificity of individual tests, as they pertain to the detection of lung cancer. We also address critical questions in the use of liquid biopsy for early detection of lung cancer including: 1. How might liquid biopsy be used to detect lung cancer early; 2. How accurate is liquid biopsy in detecting lung cancer early; and 3. Does liquid biopsy perform as well in never and light-smokers compared with current and former smokers.
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Affiliation(s)
- William Zhu
- Department of Surgery, City of Hope, Duarte, CA
| | - Kyra Love
- Library Services, City of Hope, Duarte, CA
| | - Stacy W Gray
- Department of Medical Oncology and Therapeutics Research/ Department of Population Sciences, City of Hope, Duarte, CA
| | - Dan J Raz
- Department of Surgery, City of Hope, Duarte, CA.
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21
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Jin GY. [Lung Imaging Reporting and Data System (Lung-RADS) in Radiology: Strengths, Weaknesses and Improvement]. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2023; 84:34-50. [PMID: 36818696 PMCID: PMC9935959 DOI: 10.3348/jksr.2022.0136] [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: 10/09/2022] [Revised: 12/05/2022] [Accepted: 12/27/2022] [Indexed: 06/18/2023]
Abstract
In 2019, the American College of Radiology announced Lung CT Screening Reporting & Data System (Lung-RADS) 1.1 to reduce lung cancer false positivity compared to that of Lung-RADS 1.0 for effective national lung cancer screening, and in December 2022, announced the new Lung-RADS 1.1, Lung-RADS® 2022 improvement. The Lung-RADS® 2022 measures the nodule size to the first decimal place compared to that of the Lung-RADS 1.0, to category 2 until the juxtapleural nodule size is < 10 mm, increases the size criterion of the ground glass nodule to 30 mm in category 2, and changes categories 4B and 4X to extremely suspicious. The category was divided according to the airway nodules location and shape or wall thickness of atypical pulmonary cysts. Herein, to help radiologists understand the Lung-RADS® 2022, this review will describe its advantages, disadvantages, and future improvements.
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22
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Cavers D, Nelson M, Rostron J, Robb KA, Brown LR, Campbell C, Akram AR, Dickie G, Mackean M, van Beek EJR, Sullivan F, Steele RJ, Neilson AR, Weller D. Understanding patient barriers and facilitators to uptake of lung screening using low dose computed tomography: a mixed methods scoping review of the current literature. Respir Res 2022; 23:374. [PMID: 36564817 PMCID: PMC9789658 DOI: 10.1186/s12931-022-02255-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 11/17/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Targeted lung cancer screening is effective in reducing mortality by upwards of twenty percent. However, screening is not universally available and uptake is variable and socially patterned. Understanding screening behaviour is integral to designing a service that serves its population and promotes equitable uptake. We sought to review the literature to identify barriers and facilitators to screening to inform the development of a pilot lung screening study in Scotland. METHODS We used Arksey and O'Malley's scoping review methodology and PRISMA-ScR framework to identify relevant literature to meet the study aims. Qualitative, quantitative and mixed methods primary studies published between January 2000 and May 2021 were identified and reviewed by two reviewers for inclusion, using a list of search terms developed by the study team and adapted for chosen databases. RESULTS Twenty-one articles met the final inclusion criteria. Articles were published between 2003 and 2021 and came from high income countries. Following data extraction and synthesis, findings were organised into four categories: Awareness of lung screening, Enthusiasm for lung screening, Barriers to lung screening, and Facilitators or ways of promoting uptake of lung screening. Awareness of lung screening was low while enthusiasm was high. Barriers to screening included fear of a cancer diagnosis, low perceived risk of lung cancer as well as practical barriers of cost, travel and time off work. Being health conscious, provider endorsement and seeking reassurance were all identified as facilitators of screening participation. CONCLUSIONS Understanding patient reported barriers and facilitators to lung screening can help inform the implementation of future lung screening pilots and national lung screening programmes.
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Affiliation(s)
- Debbie Cavers
- Usher Institute, University of Edinburgh, Doorway 1, Medical School, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG UK
| | - Mia Nelson
- Usher Institute, University of Edinburgh, Doorway 1, Medical School, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG UK
| | - Jasmin Rostron
- The National Institute of Economic and Social Research, 2 Dean Trench Street, London, NW1P 3HE UK
| | - Kathryn A. Robb
- Institute of Health and Wellbeing, University of Glasgow, 1 Lilybank Gardens, Glasgow, G12 8RZ UK
| | - Lynsey R. Brown
- School of Medicine, University of St. Andrews, North Haugh, St. Andrews, KY16 9TF UK
| | - Christine Campbell
- Usher Institute, University of Edinburgh, Doorway 1, Medical School, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG UK
| | - Ahsan R. Akram
- MRC Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK
| | - Graeme Dickie
- Usher Institute, University of Edinburgh, Doorway 1, Medical School, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG UK
| | - Melanie Mackean
- Edinburgh Cancer Centre, Western General Hospital, Crewe Road South, Edinburgh, EH4 2XU UK
| | - Edwin J. R. van Beek
- Edinburgh Imaging, Queen’s Medical Research Institute, University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4TJ UK
| | - Frank Sullivan
- School of Medicine, University of St. Andrews, North Haugh, St. Andrews, KY16 9TF UK
| | - Robert J. Steele
- School of Medicine, University of Dundee, Ninewells Hospital, Dundee, DD1 9SY UK
| | - Aileen R. Neilson
- Usher Institute, University of Edinburgh, Doorway 1, Medical School, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG UK
| | - David Weller
- Usher Institute, University of Edinburgh, Doorway 1, Medical School, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG UK
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23
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Long JD, Gehlsen MP, Moody J, Weeks G, Philibert R. Predictors of Smoking in Older Adults and an Epigenetic Validation of Self-Report. Genes (Basel) 2022; 14:genes14010025. [PMID: 36672765 PMCID: PMC9912258 DOI: 10.3390/genes14010025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/13/2022] [Accepted: 12/19/2022] [Indexed: 12/25/2022] Open
Abstract
There are several established predictors of smoking, but it is unknown if these predictors operate similarly for young and old smokers. We examined clinical data from the National Lung Screening Trial (NLST) to determine the predictive ability of gender, body mass index (BMI), marital status, and race on smoking behavior, with emphasis on gender interactions. In addition, we validated the self-report of smoking behaviors for a subgroup that had available epigenetic data in the form of cg05575921 methylation. Participants were N=9572 current or former smokers from the NLST biofluids database, age 55-74, minimum of 30 pack years, and mostly White. A subgroup of N=3084 who had DNA were used for the self-report validation analysis. The predictor analysis was based on the larger group and used penalized logistic regression to predict the self-report of being a former or current smoker at baseline. Cg05575921 methylation showed a moderate ability to discriminate among former and current smokers, AUC = 0.85 (95% confidence interval = [0.83, 0.86]). The final selected variables for the prediction model were BMI, gender, BMI by gender, age, divorced (vs. married), education, and race. The gender by BMI interaction was such that males had a higher probability of current smoking for lower BMI, but this switched to females having higher current smoking for overweight to obese. There is evidence that the self-reported smoking behavior in NLST is moderately accurate. The results of the primary analysis are consistent with the general smoking literature, and our results provide additional specificity regarding the gender by BMI interaction. Body weight issues might play a role in smoking cessation for older established smokers in a similar manner as younger smokers. It could be that women have less success with cessation when their BMI increases.
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Affiliation(s)
- Jeffrey D. Long
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa, IA 52242, USA; (J.D.L.); (J.M.); (G.W.)
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa, IA 52242, USA
| | - Michael P. Gehlsen
- South Saint Paul Public Schools, 104 5th Ave. S, South Saint Paul, MN 55075, USA;
| | - Joanna Moody
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa, IA 52242, USA; (J.D.L.); (J.M.); (G.W.)
| | - Gracie Weeks
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa, IA 52242, USA; (J.D.L.); (J.M.); (G.W.)
| | - Robert Philibert
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa, IA 52242, USA; (J.D.L.); (J.M.); (G.W.)
- Behavioral Diagnostics LLC, 2500 Crosspark Rd., Suite W245, Coralville, IA 53341, USA
- Department of Biomedical Engineering, University of Iowa, Iowa, IA 52242, USA
- Correspondence:
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24
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Marshall HM, Vemula M, Hay K, McCaul E, Passmore L, Yang IA, Bowman RV, Fong KM. Active screening for lung cancer increases smoking abstinence in Australia. Asia Pac J Clin Oncol 2022; 19:374-384. [DOI: 10.1111/ajco.13879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Revised: 09/16/2022] [Accepted: 09/24/2022] [Indexed: 11/29/2022]
Affiliation(s)
- Henry M. Marshall
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
- Department of Thoracic MedicineThe Prince Charles Hospital ChermsideQueenslandAustralia
| | - Mounavi Vemula
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
| | - Karen Hay
- QIMR Berghofer Medical Research Institute HerstonQueenslandAustralia
| | - Elizabeth McCaul
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
- Department of Thoracic MedicineThe Prince Charles Hospital ChermsideQueenslandAustralia
| | - Linda Passmore
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
- Department of Thoracic MedicineThe Prince Charles Hospital ChermsideQueenslandAustralia
| | - Ian A. Yang
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
- Department of Thoracic MedicineThe Prince Charles Hospital ChermsideQueenslandAustralia
| | - Rayleen V. Bowman
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
- Department of Thoracic MedicineThe Prince Charles Hospital ChermsideQueenslandAustralia
| | - Kwun M. Fong
- University of Queensland Thoracic Research Centre, Faculty of Medicine, University of Queensland Brisbane Queensland Australia
- Department of Thoracic MedicineThe Prince Charles Hospital ChermsideQueenslandAustralia
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Crosbie PAJ, Gabe R, Simmonds I, Hancock N, Alexandris P, Kennedy M, Rogerson S, Baldwin D, Booton R, Bradley C, Darby M, Eckert C, Franks KN, Lindop J, Janes SM, Møller H, Murray RL, Neal RD, Quaife SL, Upperton S, Shinkins B, Tharmanathan P, Callister MEJ. Participation in community-based lung cancer screening: the Yorkshire Lung Screening Trial. Eur Respir J 2022; 60:2200483. [PMID: 35777775 PMCID: PMC9684623 DOI: 10.1183/13993003.00483-2022] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 05/17/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Screening with low-dose computed tomography (LDCT) reduces lung cancer mortality; however, the most effective strategy for optimising participation is unknown. Here we present data from the Yorkshire Lung Screening Trial, including response to invitation, screening eligibility and uptake of community-based LDCT screening. METHODS Individuals aged 55-80 years, identified from primary care records as having ever smoked, were randomised prior to consent to invitation to telephone lung cancer risk assessment or usual care. The invitation strategy included general practitioner endorsement, pre-invitation and two reminder invitations. After telephone triage, those at higher risk were invited to a Lung Health Check (LHC) with immediate access to a mobile CT scanner. RESULTS Of 44 943 individuals invited, 50.8% (n=22 815) responded and underwent telephone-based risk assessment (16.7% and 7.3% following first and second reminders, respectively). A lower response rate was associated with current smoking status (adjusted OR 0.44, 95% CI 0.42-0.46) and socioeconomic deprivation (adjusted OR 0.58, 95% CI 0.54-0.62 for the most versus the least deprived quintile). Of those responding, 34.4% (n=7853) were potentially eligible for screening and offered a LHC, of whom 86.8% (n=6819) attended. Lower uptake was associated with current smoking status (adjusted OR 0.73, 95% CI 0.62-0.87) and socioeconomic deprivation (adjusted OR 0.78, 95% CI 0.62-0.98). In total, 6650 individuals had a baseline LDCT scan, representing 99.7% of eligible LHC attendees. CONCLUSIONS Telephone risk assessment followed by a community-based LHC is an effective strategy for lung cancer screening implementation. However, lower participation associated with current smoking status and socioeconomic deprivation underlines the importance of research to ensure equitable access to screening.
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Affiliation(s)
- Philip A J Crosbie
- Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK
- Manchester Thoracic Oncology Centre, Manchester University NHS Foundation Trust, Manchester, UK
- These two authors contributed equally
| | - Rhian Gabe
- Centre for Cancer Prevention, Queen Mary University of London, London, UK
- These two authors contributed equally
| | - Irene Simmonds
- Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Neil Hancock
- Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Panos Alexandris
- Centre for Cancer Prevention, Queen Mary University of London, London, UK
| | | | | | - David Baldwin
- Dept of Respiratory Medicine, Nottingham University Hospitals, Nottingham, UK
| | - Richard Booton
- Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK
- Manchester Thoracic Oncology Centre, Manchester University NHS Foundation Trust, Manchester, UK
- Manchester Academic Health Science Centre, University of Manchester, Manchester, UK
| | - Claire Bradley
- Craigavon Area Hospital, Southern Health and Social Care Trust, Portadown, UK
| | - Mike Darby
- Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Claire Eckert
- Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Kevin N Franks
- Institute of Health Sciences, University of Leeds, Leeds, UK
- Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | | | - Sam M Janes
- Lungs for Living Research Centre, UCL Respiratory, University College London, London, UK
| | - Henrik Møller
- The Danish Clinical Quality Program and Clinical Registries (RKKP), Aarhus, Denmark
| | - Rachael L Murray
- Lifespan and Population Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Richard D Neal
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - Samantha L Quaife
- Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | | | | | | | - Matthew E J Callister
- Institute of Health Sciences, University of Leeds, Leeds, UK
- Leeds Teaching Hospitals NHS Trust, Leeds, UK
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Clark SD, Reuland DS, Brenner AT, Jonas DE. Effect of Incidental Findings Information on Lung Cancer Screening Intent: a Randomized Controlled Trial. J Gen Intern Med 2022; 37:3676-3683. [PMID: 35113322 PMCID: PMC9585131 DOI: 10.1007/s11606-022-07409-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Accepted: 01/07/2022] [Indexed: 11/25/2022]
Abstract
BACKGROUND The Centers for Medicare & Medicaid Services requires decision aid use for lung cancer screening (LCS) shared decision-making. However, it does not require information about incidental findings, a potential harm of screening. OBJECTIVE To assess the effect of incidental findings information in an LCS decision aid on screening intent as well as knowledge and valuing of screening benefits and harms. DESIGN Randomized controlled trial conducted online between July 16, 2020, and August 22, 2020. PARTICIPANTS Adults 55-80 years, eligible for LCS. INTERVENTION LCS video decision aid including information on incidental findings or a control video decision aid. MAIN MEASURES Intent to undergo LCS; knowledge regarding the benefit and harms of LCS using six knowledge questions; and valuing of six benefits and harms using rating (1-5 scale, 5 most important) and ranking (ranked 1-6) exercises. KEY RESULTS Of 427 eligible individuals approached, 348 (83.1%) completed the study (173 intervention, 175 control). Mean age was 64.5 years, 48.6% were male, 73.0% white, 76.3% with less than a college degree, and 64.1% with income < $50,000. There was no difference between the intervention and controls in percentage intending to pursue screening (70/173, 40.5% vs 73/175, 41.7%, diff 1.2%, 95% CI - 9.1 to 11.5%, p = 0.81). Intervention participants had a higher percentage of correct answers for the incidental findings knowledge than controls (164/173, 94.8% vs 129/175, 73.7%, 95% CI - 28.4 to - 13.8%, p < 0.01). Incidental findings had the fifth highest mean importance rating (4.0 ± 1.1) and the third highest mean ranking (3.6 ± 1.5). There was no difference in mean rating or ranking of incidental findings between intervention and control groups (rating 4.0 vs 3.9, diff 0.1, 95% CI - 0.2, 0.3, p = 0.51; ranking 3.6 vs 3.6, diff 0.02, 95% CI - 0.3, 0.3, p = 0.89). CONCLUSIONS Incidental findings information in a LCS decision aid did not affect LCS intent, but it resulted in more informed individuals regarding these findings. In formulating screening preferences, incidental findings were less important than other benefits and harms. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT04432753.
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Affiliation(s)
- Stephen D Clark
- Division of General Internal Medicine, Department of Medicine, Virginia Commonwealth University, 1101 East Marshall St., Sanger Hall 1-010, Box, Richmond, VA, 980102, USA.
| | - Daniel S Reuland
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alison T Brenner
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Daniel E Jonas
- Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of General Internal Medicine and Geriatrics, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
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Gierada DS, Bai YZ, Spraker MB, Stilinovic A, Nava RG. Treatment of Stage I Lung Cancer Detected by Computed Tomography Screening. JTO Clin Res Rep 2022; 3:100399. [PMID: 36160306 PMCID: PMC9490094 DOI: 10.1016/j.jtocrr.2022.100399] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 07/24/2022] [Accepted: 08/12/2022] [Indexed: 10/27/2022] Open
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Metwally EM, Rivera MP, Durham DD, Lane L, Perera P, Lamb D, Henderson LM. Lung Cancer Screening in Individuals With and Without Lung-Related Comorbidities. JAMA Netw Open 2022; 5:e2230146. [PMID: 36066893 PMCID: PMC9449784 DOI: 10.1001/jamanetworkopen.2022.30146] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 07/21/2022] [Indexed: 11/30/2022] Open
Abstract
Importance Comorbidities characterize the underlying health status of individuals. In the context of lung cancer screening (LCS), lung-related comorbidities may influence the observed benefits and harms. Objective To compare the characteristics of individuals undergoing LCS, the LCS examination result, the cancer detection rate (CDR), and the false-positive rate (FPR) in those with and without lung-related comorbidities. Design, Setting, and Participants A prospective cohort study was conducted in 5 academic and community screening sites across North Carolina from January 1, 2014, to November 7, 2020. Participants included 611 individuals screened for lung cancer who completed a 1-page health history questionnaire. Exposures Presence of at least 1 self-reported lung-related comorbidity, including chronic obstructive pulmonary disease, chronic bronchitis, emphysema, asthma, bronchiectasis, pulmonary fibrosis, silicosis, asbestosis, sarcoidosis, and tuberculosis. Main Outcomes and Measures The LCS examination result was determined from the radiologist's Lung Imaging Reporting and Data System assessment (negative, 1 or 2; positive, 3 or 4). The age-adjusted CDR and FPR were calculated per 100 LCS examinations, using binary logistic regression. Results Among the 611 individuals screened for lung cancer (308 men [50.4%]; mean [SD] age, 64 [6.2] years), 335 (54.8%) had at least 1 lung-related comorbidity. Individuals with vs without lung-related comorbidities were more likely to be female than male (180 of 335 [53.7%] vs 123 of 276 [44.6%]; P = .02), White vs non-White race (275 of 326 [84.4%] vs 193 of 272 [71.0%]; P < .001), and have high school or less education vs greater than a high school education (108 of 231 [46.7%] vs 64 of 208 [30.8%]; P = .001). There were no significant differences in the proportion of positive LCS examinations in those with vs without a lung-related comorbidity at baseline (37 [16.0%] vs 22 [11.1%]; P = .14) or subsequent (40 [12.3%] vs 23 [10.6%]; P = .54) LCS examination. Comparing individuals with vs without lung-related comorbidities, there was no statistically significant difference in the CDR (1.6 vs 1.9 per 100; P = .73) or FPR (13.0 vs 9.3 per 100; P = .16). Of the 17 individuals with lung cancer, 13 patients (76.5%) were diagnosed with stage I lung cancer. Conclusions and Relevance The findings of this study suggest that individuals with self-reported lung-related comorbidities undergoing LCS were more likely to be female, of White race, and have less education than those without lung-related comorbidity. Although no statistically significant differences in the proportion of positive examinations, CDR, or FPR by self-reported lung comorbidities were noted, additional studies with larger numbers of individuals undergoing screening are needed to understand LCS outcomes in those with lung-related comorbidities.
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Affiliation(s)
- Eman M. Metwally
- Lineberger Cancer Comprehensive Center, University of North Carolina at Chapel Hill
| | - M. Patricia Rivera
- Division of Pulmonary and Critical Care, University of Rochester Medical Center, Rochester, New York
- Wilmot Cancer Center, University of Rochester Medical Center, Rochester, New York
| | | | - Lindsay Lane
- Department of Radiology, University of North Carolina at Chapel Hill
| | - Pasangi Perera
- Department of Radiology, University of North Carolina at Chapel Hill
| | - Derek Lamb
- Department of Radiology, University of North Carolina at Chapel Hill
| | - Louise M. Henderson
- Lineberger Cancer Comprehensive Center, University of North Carolina at Chapel Hill
- Department of Radiology, University of North Carolina at Chapel Hill
- Department of Epidemiology, University of North Carolina at Chapel Hill
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Robbins HA, Zahed H, Lebrett MB, Balata H, Johansson M, Sharman A, Evans DG, Crosbie EJ, Booton R, Landy R, Crosbie PAJ. Explaining differences in the frequency of lung cancer detection between the National Lung Screening Trial and community-based screening in Manchester, UK. Lung Cancer 2022; 171:61-64. [PMID: 35917648 PMCID: PMC9790152 DOI: 10.1016/j.lungcan.2022.07.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 07/21/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND The frequency of lung cancer detection in the Manchester Lung Health Checks (MLHCs), a community-based screening service, was higher than in the National Lung Screening Trial (NLST) over two screening rounds. We aimed to identify the potential reasons for this difference. METHODS We analyzed individual-level data from NLST and MLHCs, restricting to MLHCs participants who met NLST eligibility criteria. We calculated 'detection ratios' comparing the frequency of lung cancer detection in MLHCs vs NLST, first after excluding NLST participants ineligible by MLHC eligibility criteria (6-year lung cancer risk ≥ 1.51 %), and then after standardization to remove the influence of different distributions of baseline lung cancer risk. RESULTS Among the 1,079 MLHCs participants who met NLST eligibility criteria, 4.7% were diagnosed with lung cancer over two screening rounds compared with 1.7% in NLST, giving an initial detection ratio of 2.6 (95%CI 2.2-3.0). This was reduced to 2.2 (95%CI 1.3-2.3) after imposing the MLHCs eligibility criterion on NLST, and further to 1.6 (95%CI 1.2-2.1) after removing the influence of different risk distributions. In stratified analyses, the standardized detection ratio was particularly elevated in individuals who were older, living in areas of high socioeconomic disadvantage, or had an FEV/FVC ratio less than 60. CONCLUSIONS The 2.6-fold higher lung cancer detection in the community-based MLHCs vs NLST is partly explained by differences in eligibility criteria and baseline risk distributions. The residual 60% increase may relate to higher detection in certain risk groups, including older participants, those with more obstructive lung disease, and those living in areas of socioeconomic disadvantage.
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Affiliation(s)
- Hilary A Robbins
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France.
| | - Hana Zahed
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Mikey B Lebrett
- Prevention and Early Detection Theme, NIHR Manchester Biomedical Research Centre, Manchester, UK; Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK
| | - Haval Balata
- Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK; Manchester Thoracic Oncology Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Mattias Johansson
- Genomic Epidemiology Branch, International Agency for Research on Cancer, Lyon, France
| | - Anna Sharman
- Manchester Thoracic Oncology Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - D Gareth Evans
- Prevention and Early Detection Theme, NIHR Manchester Biomedical Research Centre, Manchester, UK; Division of Evolution and Genomic Sciences, University of Manchester, Manchester, UK
| | - Emma J Crosbie
- Prevention and Early Detection Theme, NIHR Manchester Biomedical Research Centre, Manchester, UK; Division of Cancer Sciences, University of Manchester, Manchester, UK
| | - Richard Booton
- Manchester Thoracic Oncology Centre, Manchester University NHS Foundation Trust, Manchester, UK
| | - Rebecca Landy
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, MD, USA
| | - Philip A J Crosbie
- Prevention and Early Detection Theme, NIHR Manchester Biomedical Research Centre, Manchester, UK; Division of Infection, Immunity and Respiratory Medicine, University of Manchester, Manchester, UK
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Wolf A, Laskey D, Yip R, Beasley MB, Yankelevitz DF, Henschke CI. Measuring the margin distance in pulmonary wedge resection. J Surg Oncol 2022; 126:1350-1358. [PMID: 35975701 DOI: 10.1002/jso.27053] [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: 05/22/2022] [Revised: 07/25/2022] [Accepted: 07/30/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Margin distance contributes to survival and recurrence during wedge resections for early-stage non-small cell lung cancer. The Initiative for Early Lung Cancer Research on Treatment sought to standardize a surgeon-measured margin intraoperatively. METHODS Lung cancer patients who underwent wedge resection were reviewed. Margins were measured by the surgeon twice as per a standardized protocol. Intraobserver variability as well as surgeon-pathologist variability were compared. RESULTS Forty-five patients underwent wedge resection. Same-surgeon measurement analysis indicated good reliability with a small mean difference and narrow limit of agreement for the two measures. The median surgeon-measured margin was 18.0 mm, median pathologist-measured margin was 16.0 mm and the median difference between the surgeon-pathologist margin was -1.0 mm, ranging from -18.0 to 12.0 mm. Bland-Altman analysis for margin measurements demonstrated a mean difference of 0.65 mm. The limit of agreement for the two approaches were wide, with the difference lying between -16.25 and 14.96 mm. CONCLUSIONS A novel protocol of surgeon-measured margin was evaluated and compared with pathologist-measured margin. High intraobserver agreement for repeat surgeon measurements yet low-to-moderate correlation or directionality between surgeon and pathologic measurements were found. DISCUSSION A standardized protocol may reduce variability in pathologic assessment. These findings have critical implications considering the impact of margin distance on outcomes.
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Affiliation(s)
- Andrea Wolf
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Daniel Laskey
- Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Rowena Yip
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mary B Beasley
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - David F Yankelevitz
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Tisch Center Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Center for Oncology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Claudia I Henschke
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Tisch Center Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Center for Oncology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Bonney A, Malouf R, Marchal C, Manners D, Fong KM, Marshall HM, Irving LB, Manser R. Impact of low-dose computed tomography (LDCT) screening on lung cancer-related mortality. Cochrane Database Syst Rev 2022; 8:CD013829. [PMID: 35921047 PMCID: PMC9347663 DOI: 10.1002/14651858.cd013829.pub2] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Lung cancer is the most common cause of cancer-related death in the world, however lung cancer screening has not been implemented in most countries at a population level. A previous Cochrane Review found limited evidence for the effectiveness of lung cancer screening with chest radiography (CXR) or sputum cytology in reducing lung cancer-related mortality, however there has been increasing evidence supporting screening with low-dose computed tomography (LDCT). OBJECTIVES: To determine whether screening for lung cancer using LDCT of the chest reduces lung cancer-related mortality and to evaluate the possible harms of LDCT screening. SEARCH METHODS We performed the search in collaboration with the Information Specialist of the Cochrane Lung Cancer Group and included the Cochrane Lung Cancer Group Trial Register, Cochrane Central Register of Controlled Trials (CENTRAL, the Cochrane Library, current issue), MEDLINE (accessed via PubMed) and Embase in our search. We also searched the clinical trial registries to identify unpublished and ongoing trials. We did not impose any restriction on language of publication. The search was performed up to 31 July 2021. SELECTION CRITERIA: Randomised controlled trials (RCTs) of lung cancer screening using LDCT and reporting mortality or harm outcomes. DATA COLLECTION AND ANALYSIS: Two review authors were involved in independently assessing trials for eligibility, extraction of trial data and characteristics, and assessing risk of bias of the included trials using the Cochrane RoB 1 tool. We assessed the certainty of evidence using GRADE. Primary outcomes were lung cancer-related mortality and harms of screening. We performed a meta-analysis, where appropriate, for all outcomes using a random-effects model. We only included trials in the analysis of mortality outcomes if they had at least 5 years of follow-up. We reported risk ratios (RRs) and hazard ratios (HRs), with 95% confidence intervals (CIs) and used the I2 statistic to investigate heterogeneity. MAIN RESULTS: We included 11 trials in this review with a total of 94,445 participants. Trials were conducted in Europe and the USA in people aged 40 years or older, with most trials having an entry requirement of ≥ 20 pack-year smoking history (e.g. 1 pack of cigarettes/day for 20 years or 2 packs/day for 10 years etc.). One trial included male participants only. Eight trials were phase three RCTs, with two feasibility RCTs and one pilot RCT. Seven of the included trials had no screening as a comparison, and four trials had CXR screening as a comparator. Screening frequency included annual, biennial and incrementing intervals. The duration of screening ranged from 1 year to 10 years. Mortality follow-up was from 5 years to approximately 12 years. None of the included trials were at low risk of bias across all domains. The certainty of evidence was moderate to low across different outcomes, as assessed by GRADE. In the meta-analysis of trials assessing lung cancer-related mortality, we included eight trials (91,122 participants), and there was a reduction in mortality of 21% with LDCT screening compared to control groups of no screening or CXR screening (RR 0.79, 95% CI 0.72 to 0.87; 8 trials, 91,122 participants; moderate-certainty evidence). There were probably no differences in subgroups for analyses by control type, sex, geographical region, and nodule management algorithm. Females appeared to have a larger lung cancer-related mortality benefit compared to males with LDCT screening. There was also a reduction in all-cause mortality (including lung cancer-related) of 5% (RR 0.95, 95% CI 0.91 to 0.99; 8 trials, 91,107 participants; moderate-certainty evidence). Invasive tests occurred more frequently in the LDCT group (RR 2.60, 95% CI 2.41 to 2.80; 3 trials, 60,003 participants; moderate-certainty evidence). However, analysis of 60-day postoperative mortality was not significant between groups (RR 0.68, 95% CI 0.24 to 1.94; 2 trials, 409 participants; moderate-certainty evidence). False-positive results and recall rates were higher with LDCT screening compared to screening with CXR, however there was low-certainty evidence in the meta-analyses due to heterogeneity and risk of bias concerns. Estimated overdiagnosis with LDCT screening was 18%, however the 95% CI was 0 to 36% (risk difference (RD) 0.18, 95% CI -0.00 to 0.36; 5 trials, 28,656 participants; low-certainty evidence). Four trials compared different aspects of health-related quality of life (HRQoL) using various measures. Anxiety was pooled from three trials, with participants in LDCT screening reporting lower anxiety scores than in the control group (standardised mean difference (SMD) -0.43, 95% CI -0.59 to -0.27; 3 trials, 8153 participants; low-certainty evidence). There were insufficient data to comment on the impact of LDCT screening on smoking behaviour. AUTHORS' CONCLUSIONS: The current evidence supports a reduction in lung cancer-related mortality with the use of LDCT for lung cancer screening in high-risk populations (those over the age of 40 with a significant smoking exposure). However, there are limited data on harms and further trials are required to determine participant selection and optimal frequency and duration of screening, with potential for significant overdiagnosis of lung cancer. Trials are ongoing for lung cancer screening in non-smokers.
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Affiliation(s)
- Asha Bonney
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Parkville, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Reem Malouf
- National Perinatal Epidemiology Unit (NPEU), University of Oxford, Oxford, UK
| | | | - David Manners
- Respiratory Medicine, Midland St John of God Public and Private Hospital, Midland, Australia
| | - Kwun M Fong
- Thoracic Medicine Program, The Prince Charles Hospital, Brisbane, Australia
- UQ Thoracic Research Centre, School of Medicine, The University of Queensland, Brisbane, Australia
| | - Henry M Marshall
- School of Medicine, The University of Queensland, Brisbane, Australia
| | - Louis B Irving
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Parkville, Australia
| | - Renée Manser
- Department of Respiratory and Sleep Medicine, Royal Melbourne Hospital, Parkville, Australia
- Department of Haematology and Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
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Burks AC, Long J, Rivera MP. Balancing the Benefits and Harms of Lung Cancer Screening. Chest 2022; 162:274-276. [DOI: 10.1016/j.chest.2022.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 04/13/2022] [Accepted: 04/15/2022] [Indexed: 11/26/2022] Open
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Núñez ER, Caverly TJ, Zhang S, Glickman ME, Qian SX, Boudreau JH, Miller DR, Wiener RS. Invasive Procedures and Associated Complications After Initial Lung Cancer Screening in a National Cohort of Veterans. Chest 2022; 162:475-484. [PMID: 35231480 PMCID: PMC9424329 DOI: 10.1016/j.chest.2022.02.031] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 01/21/2022] [Accepted: 02/13/2022] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Little is known about rates of invasive procedures and associated complications after lung cancer screening (LCS) in nontrial settings. RESEARCH QUESTION What are the frequency of invasive procedures, complication rates, and factors associated with complications in a national sample of veterans screened for lung cancer? STUDY DESIGN AND METHODS We conducted a retrospective cohort analysis of veterans who underwent LCS in any Veterans Health Administration (VA) facility between 2013 and 2019 and identified veterans who underwent invasive procedures within 10 months of initial LCS. The primary outcome was presence of a complication within 10 days after an invasive procedure. We conducted hierarchical mixed-effects logistic regression analyses to determine patient- and facility-level factors associated with complications resulting from an invasive procedure. RESULTS Our cohort of 82,641 veterans who underwent LCS was older, more racially diverse, and had more comorbidities than National Lung Screening Trial (NLST) participants. Overall, 1,741 veterans (2.1%) underwent an invasive procedure after initial screening, including 856 (42.3%) bronchoscopies, 490 (24.2%) transthoracic needle biopsies, and 423 (20.9%) thoracic surgeries. Among veterans who underwent procedures, 151 (8.7%) experienced a major complication (eg, respiratory failure, prolonged hospitalization) and an additional 203 (11.7%) experienced an intermediate complication (eg, pneumothorax, pleural effusion). Veterans who underwent thoracic surgery (OR, 7.70; 95% CI, 5.48-10.81), underwent multiple nonsurgical procedures (OR, 1.49; 95% CI, 1.15-1.92), or carried a dementia diagnosis (OR, 3.91; 95% CI, 1.79-8.52) were more likely to experience complications. Invasive procedures were performed less often than in the NLST (2.1% vs 4.2%), but veterans were more likely to experience complications after each type of procedure. INTERPRETATION These findings may reflect a higher threshold to perform procedures in veteran populations with multiple comorbidities and higher risks of complications. Future work should focus on optimizing the identification of patients whose chance of benefit likely outweighs the complication risks.
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Bade B, Gwin M, Triplette M, Wiener RS, Crothers K. Comorbidity and life expectancy in shared decision making for lung cancer screening. Semin Oncol 2022; 49:S0093-7754(22)00057-4. [PMID: 35940959 DOI: 10.1053/j.seminoncol.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/02/2022] [Accepted: 07/03/2022] [Indexed: 11/11/2022]
Abstract
Shared decision making (SDM) is an important part of lung cancer screening (LCS) that includes discussing the risks and benefits of screening, potential outcomes, patient eligibility and willingness to participate, tobacco cessation, and tailoring a strategy to an individual patient. More than other cancer screening tests, eligibility for LCS is nuanced, incorporating the patient's age as well as tobacco use history and overall health status. Since comorbidities and multimorbidity (ie, 2 or more comorbidities) impact the risks and benefits of LCS, these topics are a fundamental part of decision-making. However, there is currently little evidence available to guide clinicians in addressing comorbidities and an individual's "appropriateness" for LCS during SDM visits. Therefore, this literature review investigates the impact of comorbidities and multimorbidity among patients undergoing LCS. Based on available evidence and guideline recommendations, we identify comorbidities that should be considered during SDM conversations and review best practices for navigating SDM conversations in the context of LCS. Three conditions are highlighted since they concomitantly portend higher risk of developing lung cancer, potentially increase risk of screening-related evaluation and treatment complications and can be associated with limited life expectancy: chronic obstructive pulmonary disease, idiopathic pulmonary fibrosis, and human immunodeficiency virus infection.
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Affiliation(s)
- Brett Bade
- Veterans Affairs (VA) Connecticut Healthcare System, Section of Pulmonary, Critical Care, and Sleep Medicine, West Haven, CT, United States of America (USA); Yale University School of Medicine, Section of Pulmonary, Critical Care, and Sleep Medicine, New Haven, CT, USA.
| | - Mary Gwin
- University of Washington School of Medicine, Seattle, WA, USA
| | - Matthew Triplette
- University of Washington School of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, Seattle, WA, USA; Fred Hutchinson Cancer Center, Clinical Research Division, Seattle, WA, USA
| | - Renda Soylemez Wiener
- Center for Healthcare Organization & Implementation Research and Medical Service, VA Boston Healthcare System, Boston, MA, USA; The Pulmonary Center, Boston University School of Medicine, Boston, MA, USA
| | - Kristina Crothers
- University of Washington School of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, Seattle, WA, USA; VA Puget Sound Health Care System, Section of Pulmonary, Critical Care and Sleep Medicine, Seattle, WA, USA
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Li C, Wang H, Jiang Y, Fu W, Liu X, Zhong R, Cheng B, Zhu F, Xiang Y, He J, Liang W. Advances in lung cancer screening and early detection. Cancer Biol Med 2022; 19:j.issn.2095-3941.2021.0690. [PMID: 35535966 PMCID: PMC9196057 DOI: 10.20892/j.issn.2095-3941.2021.0690] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 03/03/2022] [Indexed: 11/18/2022] Open
Abstract
Lung cancer is associated with a heavy cancer-related burden in terms of patients' physical and mental health worldwide. Two randomized controlled trials, the US-National Lung Screening Trial (NLST) and Nederlands-Leuvens Longkanker Screenings Onderzoek (NELSON), indicated that low-dose CT (LDCT) screening results in a statistically significant decrease in mortality in patients with lung cancer, LDCT has become the standard approach for lung cancer screening. However, many issues in lung cancer screening remain unresolved, such as the screening criteria, high false-positive rate, and radiation exposure. This review first summarizes recent studies on lung cancer screening from the US, Europe, and Asia, and discusses risk-based selection for screening and the related issues. Second, an overview of novel techniques for the differential diagnosis of pulmonary nodules, including artificial intelligence and molecular biomarker-based screening, is presented. Third, current explorations of strategies for suspected malignancy are summarized. Overall, this review aims to help clinicians understand recent progress in lung cancer screening and alleviate the burden of lung cancer.
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Affiliation(s)
- Caichen Li
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Huiting Wang
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Yu Jiang
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Wenhai Fu
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
| | - Xiwen Liu
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Ran Zhong
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Bo Cheng
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
| | - Feng Zhu
- Department of Internal Medicine, Detroit Medical Center Sinai-Grace Hospital, Detroit, Michigan 48235, USA
| | - Yang Xiang
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
| | - Jianxing He
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
- Department of Thoracic Surgery, Nanfang Hospital of Southern Medical University, Guangzhou 510515, China
| | - Wenhua Liang
- Department of Thoracic Oncology and Surgery, the First Affiliated Hospital of Guangzhou Medical University, China National Center for Respiratory Medicine, China State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou 510120, China
- Dongguan Affiliated Hospital of Southern Medical University, Dongguan People Hospital, Dongguan 523059, China
- Department of Oncology, the First People’s Hospital of Zhaoqing, Zhaoqing 526020, China
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Silva M, Milanese G, Ledda RE, Nayak SM, Pastorino U, Sverzellati N. European lung cancer screening: valuable trial evidence for optimal practice implementation. Br J Radiol 2022; 95:20200260. [PMID: 34995141 PMCID: PMC10993986 DOI: 10.1259/bjr.20200260] [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: 03/18/2020] [Revised: 11/25/2021] [Accepted: 12/07/2021] [Indexed: 11/05/2022] Open
Abstract
Lung cancer screening (LCS) by low-dose computed tomography is a strategy for secondary prevention of lung cancer. In the last two decades, LCS trials showed several options to practice secondary prevention in association with primary prevention, however, the translation from trial to practice is everything but simple. In 2020, the European Society of Radiology and European Respiratory Society published their joint statement paper on LCS. This commentary aims to provide the readership with detailed description about hurdles and potential solutions that could be encountered in the practice of LCS.
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Affiliation(s)
- Mario Silva
- Scienze Radiologiche, Department of Medicine and Surgery
(DiMeC), University of Parma,
Parma, Italy
| | - Gianluca Milanese
- Scienze Radiologiche, Department of Medicine and Surgery
(DiMeC), University of Parma,
Parma, Italy
| | - Roberta E Ledda
- Scienze Radiologiche, Department of Medicine and Surgery
(DiMeC), University of Parma,
Parma, Italy
| | - Sundeep M Nayak
- Department of Radiology, Kaiser Permanente Northern
California, San Leandro,
California, USA
| | - Ugo Pastorino
- Section of Thoracic Surgery, IRCCS Istituto Nazionale
Tumori, Milano,
Italy
| | - Nicola Sverzellati
- Scienze Radiologiche, Department of Medicine and Surgery
(DiMeC), University of Parma,
Parma, Italy
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Majeed H, Zhu H, Williams SA, Hamann HA, Natchimuthu VS, Lee J, Santini NO, Browning T, Prasad T, Adesina JO, Do M, Balis D, de Willams JG, Kitchell E, Johnson DH, Lee SJC, Gerber DE. Prevalence and impact of medical comorbidities in a real-world lung cancer screening population. Clin Lung Cancer 2022; 23:419-427. [DOI: 10.1016/j.cllc.2022.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 11/15/2022]
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Hasson Charles RM, Sosa E, Patel M, Erhunmwunsee L. Health Disparities in Recruitment and Enrollment in Research. Thorac Surg Clin 2022; 32:75-82. [PMID: 34801198 PMCID: PMC8611804 DOI: 10.1016/j.thorsurg.2021.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Despite advances in thoracic oncology research, the benefits of new discoveries are not universally experienced. A lack of representation of racial/ethnic minorities and individuals of low socioeconomic status in clinical trials and thoracic research contributes to persistent health care disparities. It is critical that improved racial, ethnic, and socioeconomic diversity is achieved in our trials and research, if we are to attain generalizability of findings and reduction of health care disparities. Culturally tailored and community-based approaches can help improve recruitment and enrollment of marginalized groups in thoracic research, which is an essential step toward achieving health equity and advancing medical science.
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Affiliation(s)
- Rian M. Hasson Charles
- Dartmouth-Hitchcock Medical Center Geisel School of Medicine at Dartmouth, One Medical Center Drive, Lebanon, NH 03756
| | - Ernesto Sosa
- City of Hope Comprehensive Cancer Center, 1500 E Duarte Rd, Duarte CA 91010
| | - Meghna Patel
- City of Hope Comprehensive Cancer Center, 1500 E Duarte Rd, Duarte CA 91010
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Quaife SL, Brain KE, Stevens C, Kurtidu C, Janes SM, Waller J. Development and psychometric testing of the self-regulatory questionnaire for lung cancer screening (SRQ-LCS). Psychol Health 2022; 37:194-210. [PMID: 33593154 DOI: 10.1080/08870446.2021.1879806] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 01/06/2021] [Accepted: 01/18/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Research implicates psychological factors in low uptake of lung cancer screening. We developed and psychometrically tested a standardised measure of these psychological determinants in preparation for a prospective, longitudinal cohort study of screening uptake. METHODS Leventhal's Common-Sense Model of Self-Regulation of Health and Illness provided the theoretical framework to generate the initial item pool. Items were refined during expert review and cognitive interviews which tested for face validity, redundancy, acceptability and comprehensibility. An online survey piloted the refined pool with 1500 current and former (quit ≤ 15 years) smokers aged 55-80. The response distributions, internal reliability and factor structure determined the final retained constructs. Regression analyses examined these constructs' associations with screening intention, smoking status and demographics. RESULTS The final measure included seven factor-derived subscales (consequences, personal control, treatment control, illness coherence, emotional representation, behavioural response and appraisal, risk perception) with Cronbach's alphas ranging from 0.59 to 0.91 and four single-item questions (response efficacy for smoking cessation, treatment intention, perceived stigma and lung cancer survival). Most constructs were associated with smoking status and screening intention (p's < .05). CONCLUSIONS The Self-Regulatory Questionnaire for Lung Cancer Screening (SRQ-LCS) is an acceptable, reliable and valid measure for investigating the psychological determinants of screening uptake.
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Affiliation(s)
- Samantha L Quaife
- Research Department of Behavioural Science and Health, University College London, London, UK
- Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK
| | - Kate E Brain
- Division of Population Medicine, Cardiff University, Cardiff, UK
| | - Claire Stevens
- Research Department of Behavioural Science and Health, University College London, London, UK
| | - Clara Kurtidu
- Research Department of Behavioural Science and Health, University College London, London, UK
| | - Samuel M Janes
- Lungs for Living Research Centre, UCL Respiratory, Division of Medicine, University College London, London, UK
| | - Jo Waller
- School of Cancer and Pharmaceutical Sciences, King's College London, London, UK
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Quaife SL, Waller J, Dickson JL, Brain KE, Kurtidu C, McCabe J, Hackshaw A, Duffy SW, Janes SM. Psychological Targets for Lung Cancer Screening Uptake: A Prospective Longitudinal Cohort Study. J Thorac Oncol 2021; 16:2016-2028. [PMID: 34403828 DOI: 10.1016/j.jtho.2021.07.025] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 07/26/2021] [Accepted: 07/30/2021] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Low uptake of low-dose computed tomography lung cancer screening by high-risk groups compromises its effectiveness and equity as a population-level early detection strategy. Numerous psychological factors are implicated qualitatively or retrospectively, but prospective data are needed to validate their associations with uptake behavior and specify psychological targets for intervention. METHODS This is a prospective, longitudinal cohort study evaluating psychological correlates of lung cancer screening uptake. Ever-smokers (aged 55-77 y) were invited to a lung health check, at which low-dose computed tomography screening was offered through the SUMMIT Study-a multicenter screening implementation trial. One week after their screening invitation, 44,000 invitees were mailed the self-regulatory questionnaire for lung cancer screening. Regression analyses evaluated the constructs' associations with uptake (telephoning for an appointment) and sociodemographic characteristics. RESULTS Higher odds of uptake were associated with both positive and negative perceptions. Positive perceptions included lung cancer controllability, benefits of early diagnosis, improved survival when lung cancer is detected early, willingness to be treated, and believing smoking cessation is effective in reducing risk. Negative perceptions included a higher lung cancer risk perception, negative beliefs about the consequences of lung cancer, perceiving lung cancer as stigmatized, and a negative emotional response. Although current smokers held the highest risk perceptions, they also reported negative perceptions that could undermine how they behave in response to their risk. CONCLUSIONS Interventions to improve uptake should focus on changing perceptions that affect how an individual reacts when they believe their risk of lung cancer is high.
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Affiliation(s)
- Samantha L Quaife
- Wolfson Institute of Population Health, Barts, and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom.
| | - Jo Waller
- School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom
| | - Jennifer L Dickson
- Lungs for Living Research Centre, UCL Respiratory, Division of Medicine, University College London, United Kingdom
| | - Kate E Brain
- Division of Population Medicine, Cardiff University, Cardiff, United Kingdom
| | - Clara Kurtidu
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - John McCabe
- Lungs for Living Research Centre, UCL Respiratory, Division of Medicine, University College London, United Kingdom
| | - Allan Hackshaw
- Cancer Research UK and UCL Cancer Trials Centre, Cancer Institute, University College London, London, United Kingdom
| | - Stephen W Duffy
- Wolfson Institute of Population Health, Barts, and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Samuel M Janes
- Lungs for Living Research Centre, UCL Respiratory, Division of Medicine, University College London, United Kingdom
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Patient Identification of Lung Cancer Screening Follow-up Recommendations and the Association with Adherence. Ann Am Thorac Soc 2021; 19:799-806. [PMID: 34727513 DOI: 10.1513/annalsats.202107-887oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
RATIONALE Adherence to follow-up lung cancer screening (LCS) in real-world settings is suboptimal. Patient understanding of screening results and anticipated follow-up may be crucial to adherence. OBJECTIVE To determine patient-factors associated with identification of follow-up recommendations as a measure of patient understanding of screening results after LCS , and to determine whether misidentification of follow-up is associated with lower adherence to recommendations. METHODS We performed a prospective study of patients in the University of Washington/Seattle Cancer Care Alliance LCS registry who underwent an initial LCS exam between June 2017- September 2019. We mailed potential participants a survey following initial LCS exam, with additional data abstracted from the electronic health record and LCS registry. Participants were asked to identify the timing and next step for their follow-up, with answers corresponding to Lung-RADS recommendations. We examined associations between incorrect identification of recommended follow-up and patient-level characteristics, self-perceived benefit/harm of LCS, LCS knowledge, Lung-RADS score, and patient-reported method of LCS results communication (letter, telephone or in-person). We used multivariable logistic regression to evaluate associations with incorrect identification of recommendations and assessed incorrect identification of recommendations as a potential mechanism for poor adherence in a separate regression model. RESULTS One-hundred eighty-eight participants completed the survey (response rate 44%); 47% misidentified their follow-up recommendation. Those with lung-RADS scores ≥3 had higher odds of incorrectly identifying follow-up recommendations compared to those with scores <3, as did those with lower educational attainment. However, there was no significant association between incorrect identification of follow-up and ultimate adherence to follow-up. CONCLUSION Understanding of LCS follow-up appears to be poor, especially among those with lower education levels and positive findings. Among survey responders, incorrect identification of follow-up was not associated with poor adherence, suggesting other factors, such as provider interventions, may be driving adherence behavior. These results can inform efforts to target improved patient education regarding follow-up for LCS. Primary sources of funding. American Lung Association and American Thoracic Society.
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Tailor TD, Bell S, Fendrick AM, Carlos RC. Total and Out-of-Pocket Costs of Procedures After Lung Cancer Screening in a National Commercially Insured Population: Estimating an Episode of Care. J Am Coll Radiol 2021; 19:35-46. [PMID: 34600897 DOI: 10.1016/j.jacr.2021.09.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 09/12/2021] [Accepted: 09/15/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Consequences of lung cancer screening (LCS) with low-dose chest CT in clinical settings, including procedures, costs, and complications, are incompletely understood. We evaluated downstream invasive procedures after LCS, total and out-of-pocket (OOP) costs of these procedures, and correlates of procedural rates and costs. METHODS Using the Clinformatics Data Mart, we retrospectively included patients between ages 55 and 79 years receiving LCS between 2015 and 2017. The types and frequency of downstream invasive procedures (including needle biopsy, bronchoscopy, surgery, and cytology) were described. Treating the LCS examination and downstream procedures as a single LCS episode, we described the per-episode total costs (insurance reimbursement + OOP costs of LCS and downstream procedures) and OOP costs. Correlates of costs were determined using linear and logistic regression. RESULTS A total of 6,268 patients received at least one low-dose chest CT; 462 patients (7.4%) received at least one procedure within 12 months after LCS (needle biopsy 69.0%, cytology 23.6%, bronchoscopy 18.6%, surgery 23.8%). Women and patients ≥65 years were more likely to receive a downstream procedure. Ninety-three patients (20.1%) were diagnosed with lung cancer after LCS. The total cost of managing this population of lung screeners was $5,060,511.04, with an average per-episode total cost of $740.06. The aggregate OOP costs to this population of lung screeners was $427,069.74, with an average per-episode OOP cost of $62.46. CONCLUSIONS Rates of invasive procedures after LCS in a commercially insured population exceeded those of clinical trials. Considering LCS and associated downstream procedures as an episode of care results in modest OOP cost.
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Affiliation(s)
- Tina D Tailor
- Director, Cardiothoracic Radiology Fellowship and Research Director, Duke Lung Cancer Screening Program, Department of Radiology, Duke University Medical Center, Durham, North Carolina.
| | - Sarah Bell
- Department of Obstetrics and Gynecology, University of Michigan Health, Ann Arbor, Michigan
| | - A Mark Fendrick
- Director, University of Michigan Center for Value-Based Insurance Design, Department of Internal Medicine and Department of Health Management and Policy, University of Michigan Health, Ann Arbor Michigan
| | - Ruth C Carlos
- Department of Radiology, University of Michigan Health, Ann Arbor, Michigan
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Sferra SR, Cheng JS, Boynton Z, DiSesa V, Kaiser LR, Ma GX, Erkmen CP. Aiding shared decision making in lung cancer screening: two decision tools. J Public Health (Oxf) 2021; 43:673-680. [PMID: 32672329 DOI: 10.1093/pubmed/fdaa063] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 04/20/2020] [Accepted: 05/01/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Shared decision making (SDM) preceding lung cancer screening is important for populations that are underrepresented in lung cancer screening trials. Current evidence-based guidelines; however, do not address personal risk and outcomes in underrepresented populations. This study compared two SDM decision aids (Option Grids and Shouldiscreen.com) for SDM efficacy, decision regret and knowledge. METHODS We conducted a prospective trial of lung cancer screening patients (N = 237) randomized to SDM with Option Grids or Shouldiscreen.com. To evaluate the SDM process after lung cancer screening, patients answered two questionnaires: CollaboRATE and Decision Regret. Patients also completed a questionnaire to test their knowledge of lung cancer screening. RESULTS Patients were predominantly African American (61.6%), though multiple races, varying education levels and equal genders were represented. Patients in both Option Grids and Shouldiscreen.com groups reported favorable SDM experiences (P = 0.60) and equivalent knowledge about lung cancer screening (P = 0.43). Patients using Shouldiscreen.com had less knowledge regarding the potential complications of subsequent testing (P = 0.02). Shouldiscreen.com patients had increased regret regarding their decision to pursue screening (P = 0.02). CONCLUSIONS Option Grids and Shouldiscreen.com both facilitated a meaningful SDM process. However, Option Grids patients experienced decreased decision regret and enhanced knowledge of the potential complications of screening.
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Affiliation(s)
- Shelby R Sferra
- Lewis Katz School of Medicine at Temple University, Philadelphia 19140, PA, USA
| | - Joyce S Cheng
- Medical Students, Lewis Katz School of Medicine, Temple University, Philadelphia 19140, PA, USA
| | - Zachary Boynton
- Medical Students, Lewis Katz School of Medicine, Temple University, Philadelphia 19140, PA, USA
| | - Verdi DiSesa
- Temple University Health System, Philadelphia 19140, PA, USA
| | - Larry R Kaiser
- Department of Thoracic Medicine and Surgery; Temple University Health System, Philadelphia 19140, PA, USA
| | - Grace X Ma
- Department of Clinical Sciences, Lewis Katz School of Medicine Temple University, Philadelphia 19140, PA, USA.,Center for Asian Health, Lewis Katz School of Medicine, Temple University, Philadelphia 19140, PA, USA
| | - Cherie P Erkmen
- Department of Thoracic Medicine and Surgery; Temple University Health System, Philadelphia 19140, PA, USA.,Center for Asian Health, Lewis Katz School of Medicine, Temple University, Philadelphia 19140, PA, USA
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Toumazis I, Alagoz O, Leung A, Plevritis SK. A risk-based framework for assessing real-time lung cancer screening eligibility that incorporates life expectancy and past screening findings. Cancer 2021; 127:4432-4446. [PMID: 34383299 DOI: 10.1002/cncr.33835] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 02/12/2021] [Accepted: 03/18/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Current lung cancer risk-based screening approaches use a single risk-threshold, disregard life-expectancy, and ignore past screening findings. We address these limitations with a comprehensive analytical framework, the individualized lung cancer screening decision (ENGAGE) tool that aims to optimize lung cancer screening for US ever-smokers under dynamic risk assessment by incorporating life expectancy and past screening findings over time. METHODS ENGAGE employs a partially observable Markov decision process framework that integrates published risk prediction and disease progression models, to dynamically assess the trade-off between the expected health benefits and harms associated with screening. ENGAGE evaluates lung cancer risk annually and provides real-time screening eligibility that maximizes the expected quality-adjusted life-years (QALYs) of ever-smokers. We compare ENGAGE against the 2013 U.S. Preventive Services Task Force (USPSTF) lung cancer screening guideline and single-threshold risk-based screening paradigms. RESULTS Compared with the 2013 USPSTF guidelines, ENGAGE expands screening coverage among ever-smokers (ENGAGE: 78%, USPSTF: 61%), while reducing the number of screening examinations per person (ENGAGE:10.43, USPSTF:12.07, P < .001), yields higher effectiveness in terms of increased lung cancer-specific mortality reduction (ENGAGE: 19%, USPSTF: 15%, P < .001) and improves screening efficiency (ENGAGE: 696, USPSTF: 819 screens per death avoided, P < .001). When compared against a single-threshold risk-based screening strategy, ENGAGE increases QALY requiring 30% fewer screens per death avoided (ENGAGE: 696, single-threshold: 889, P < .001), and reduces false positives by 40%. CONCLUSIONS ENGAGE provides a comprehensive framework for dynamic risk-based assessment of lung cancer screening eligibility by incorporating life expectancy and past screening findings that can serve to guide future policies on the effectiveness and efficiency of screening. LAY SUMMARY A novel decision-analytical screening framework was developed for lung cancer, the individualized lung cancer screening decision (ENGAGE) tool to provide personalized screening schedules for ever-smokers. ENGAGE captures the dynamic nature of lung cancer risk and incorporates life expectancy into the screening decision-making process. ENGAGE integrates past screening findings and changes in smoking behavior of individuals and provides informed screening decisions that outperform existing screening guidelines and single-threshold risk-based screening approaches. A personalized lung cancer screening program facilitated by a tool such as ENGAGE could enhance the efficiency of lung cancer screening.
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Affiliation(s)
- Iakovos Toumazis
- Department of Biomedical Data Science, Stanford University, Stanford, California.,Department of Radiology, Stanford University, Stanford, California
| | - Oguzhan Alagoz
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, Wisconsin
| | - Ann Leung
- Department of Radiology, Stanford University, Stanford, California
| | - Sylvia K Plevritis
- Department of Biomedical Data Science, Stanford University, Stanford, California.,Department of Radiology, Stanford University, Stanford, California
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45
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Clark SD, Reuland DS, Brenner AT, Pignone MP. What is the effect of a decision aid on knowledge, values and preferences for lung cancer screening? An online pre-post study. BMJ Open 2021; 11:e045160. [PMID: 34244253 PMCID: PMC8273450 DOI: 10.1136/bmjopen-2020-045160] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE To examine if a decision aid improves knowledge of lung cancer screening benefits and harms and which benefits and harms are most valued. DESIGN Pre-post study. SETTING Online. PARTICIPANTS 219 current or former (quit within the previous 15 years) smokers ages 55-80 with at least 30 pack-years of smoking. INTERVENTION Lung cancer screening video decision aid. MAIN MEASURES Screening knowledge tested by 10 pre-post questions and value of benefits and harms (reducing chance of death from lung cancer, risk of being diagnosed, false positives, biopsies, complications of biopsies and out-of-pocket costs) assessed through rating (1-5 scale) and ranking (top three ranked). RESULTS Mean age was 64.7±6.1, 42.5% were male, 75.4% white, 48.4% married, 28.9% with less than a college degree and 67.6% with income <US$50 000. Knowledge improved postdecision aid (pre 2.8±1.8 vs post 5.8±2.3, diff +3.0, 95% CI 2.7 to 3.3; p<0.001). For values, reducing the chance of death from lung cancer was rated and ranked highest overall (rating 4.3±1.0; 59.4% ranked first). Among harms, avoiding complications (3.7±1.3) and out-of-pocket costs (3.7±1.2) rated highest. Thirty-four per cent ranked one of four harms highest: avoiding costs 13.2%, false positives 7.3%, biopsies 7.3%, complications 5.9%. Screening intent was balanced (1-4 scale; 1-not likely 21.0%, 4-very likely 26.9%). Those 'not likely' to screen had greater improvement in pre-post knowledge scores and more frequently ranked a harm first than those 'very likely' to screen (pre-post diff:+3.5 vs +2.6, diff +0.9; 95% CI 0.1 to 1.8; p=0.023; one of four harms ranked first: 28.4% vs 11.3%, p<0.001). CONCLUSIONS Our decision aid increased lung cancer screening knowledge among a diverse sample of screen-eligible respondents. Although a majority valued 'reducing the chance of death from lung cancer' highest, a substantial proportion identified harms as most important. Knowledge improvement and ranking harms highest were associated with lower intention to screen.
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Affiliation(s)
- Stephen D Clark
- Division of General Internal Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Daniel S Reuland
- Division of General Medicine & Clinical Epidemiology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Alison T Brenner
- Division of General Medicine & Clinical Epidemiology, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Michael P Pignone
- Department of Medicine, The University of Texas at Austin Dell Medical School, Austin, Texas, USA
- Cancer Institutes, Dell Medical School, LIVESTRONG, Austin, Texas, USA
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Sosa E, D’Souza G, Akhtar A, Sur M, Love K, Duffels J, Raz DJ, Kim JY, Sun V, Erhunmwunsee L. Racial and socioeconomic disparities in lung cancer screening in the United States: A systematic review. CA Cancer J Clin 2021; 71:299-314. [PMID: 34015860 PMCID: PMC8266751 DOI: 10.3322/caac.21671] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/17/2021] [Accepted: 03/18/2021] [Indexed: 12/14/2022] Open
Abstract
Nonsmall cell lung cancer (NSCLC) is the leading cause of cancer deaths. Lung cancer screening (LCS) reduces NSCLC mortality; however, a lack of diversity in LCS studies may limit the generalizability of the results to marginalized groups who face higher risk for and worse outcomes from NSCLC. Identifying sources of inequity in the LCS pipeline is essential to reduce disparities in NSCLC outcomes. The authors searched 3 major databases for studies published from January 1, 2010 to February 27, 2020 that met the following criteria: 1) included screenees between ages 45 and 80 years who were current or former smokers, 2) written in English, 3) conducted in the United States, and 4) discussed socioeconomic and race-based LCS outcomes. Eligible studies were assessed for risk of bias. Of 3721 studies screened, 21 were eligible. Eligible studies were evaluated, and their findings were categorized into 3 themes related to LCS disparities faced by Black and socioeconomically disadvantaged individuals: 1) eligibility; 2) utilization, perception, and utility; and 3) postscreening behavior and care. Disparities in LCS exist along racial and socioeconomic lines. There are several steps along the LCS pipeline in which Black and socioeconomically disadvantaged individuals miss the potential benefits of LCS, resulting in increased mortality. This study identified potential sources of inequity that require further investigation. The authors recommend the implementation of prospective trials that evaluate eligibility criteria for underserved groups and the creation of interventions focused on improving utilization and follow-up care to decrease LCS disparities.
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Affiliation(s)
- Ernesto Sosa
- Department of Populations Sciences, City of Hope National Medical Center
| | - Gail D’Souza
- Department of Surgery, City of Hope Comprehensive Cancer Center
| | - Aamna Akhtar
- Department of Surgery, City of Hope Comprehensive Cancer Center
| | - Melissa Sur
- Department of Populations Sciences, City of Hope National Medical Center
| | - Kyra Love
- Division of Library Services, City of Hope National Medical Center
| | - Jeanette Duffels
- Division of Library Services, City of Hope National Medical Center
| | - Dan J Raz
- Department of Surgery, City of Hope Comprehensive Cancer Center
| | - Jae Y Kim
- Department of Surgery, City of Hope Comprehensive Cancer Center
| | - Virginia Sun
- Department of Populations Sciences, City of Hope National Medical Center
- Department of Surgery, City of Hope Comprehensive Cancer Center
| | - Loretta Erhunmwunsee
- Department of Populations Sciences, City of Hope National Medical Center
- Department of Surgery, City of Hope Comprehensive Cancer Center
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47
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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: 21] [Impact Index Per Article: 7.0] [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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48
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Zhang EW, Shepard JAO, Kuo A, Chintanapakdee W, Keane F, Gainor JF, Mino-Kenudson M, Lanuti M, Lennes IT, Digumarthy SR. Characteristics and Outcomes of Lung Cancers Detected on Low-Dose Lung Cancer Screening CT. Cancer Epidemiol Biomarkers Prev 2021; 30:1472-1479. [PMID: 34108138 DOI: 10.1158/1055-9965.epi-20-1847] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 03/08/2021] [Accepted: 05/21/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Lung cancer screening (LCS) with low-dose CT (LDCT) was implemented in the United States following the National Lung Screening Trial (NLST). The real-world benefits of implementing LCS are yet to be determined with outcome-oriented data. The study objective is to investigate the characteristics and outcomes of screening-detected lung cancers. METHODS This single-institution retrospective study included LCS patients between June 2014 and December 2019. Patient demographics, number of screening rounds, imaging features, clinical workup, disease extent, histopathology, treatment, complications, and mortality outcomes of screening-detected lung cancers were extracted and compared with NLST data. RESULTS LCS LDCTs (7,480) were performed on 4,176 patients. The cancer detection rate was 3.8%, higher than reported by NLST (2.4%, P < 0.0001), and cancers were most often found in patients ≥65 years (62%), older than those in NLST (41%, P < 0.0001). The patients' ethnicity was similar to NLST, P = 0.87. Most LCS-detected cancers were early stage I tumors (71% vs. 54% in NLST, P < 0.0001). Two thirds of cancers were detected in the first round of screening (67.1%) and were multifocal lung cancers in 15%. As in NLST, the complication rate after invasive workup or surgery was low (24% vs. 28% in NLST, P = 0.32). Over a median follow-up of 3.3 years, the mortality rate was 0.45%, lower than NLST (1.33%, P < 0.0001). CONCLUSIONS LCS implementation achieved a higher cancer detection rate, detection of early-stage cancers, and more multifocal lung cancers compared with the NLST, with low complications and mortality. IMPACT The real-world implementation of LCS has been successful for detection of lung cancer with favorable outcomes.
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Affiliation(s)
- Eric W Zhang
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts
| | - Jo-Anne O Shepard
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts
| | - Anderson Kuo
- Department of Radiology, Division of Cardiovascular Imaging, Massachusetts General Hospital, Boston, Massachusetts
| | - Wariya Chintanapakdee
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts.,Department of Radiology, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, the Thai Red Cross Society, Bangkok, Thailand
| | - Florence Keane
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts
| | - Justin F Gainor
- Massachusetts General Hospital Cancer Center and Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Mari Mino-Kenudson
- Department of Pathology, Massachusetts General Hospital, Boston, Massachusetts
| | - Michael Lanuti
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts
| | - Inga T Lennes
- Massachusetts General Hospital Cancer Center and Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Subba R Digumarthy
- Department of Radiology, Division of Thoracic Imaging and Intervention, Massachusetts General Hospital, Boston, Massachusetts.
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49
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Castro S, Sosa E, Lozano V, Akhtar A, Love K, Duffels J, Raz DJ, Kim JY, Sun V, Erhunmwunsee L. The impact of income and education on lung cancer screening utilization, eligibility, and outcomes: a narrative review of socioeconomic disparities in lung cancer screening. J Thorac Dis 2021; 13:3745-3757. [PMID: 34277066 PMCID: PMC8264678 DOI: 10.21037/jtd-20-3281] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Accepted: 03/04/2021] [Indexed: 12/12/2022]
Abstract
Non-small cell lung cancer (NSCLC) is the leading cause of cancer deaths in the US and worldwide. In particular, vulnerable populations such as those of low socioeconomic status (SES) are at the highest risk for and suffer the highest mortality from NSCLC. Although lung cancer screening (LCS) has been demonstrated to be a powerful tool to lower NSCLC mortality, it is underutilized by eligible smokers, and disparities in screening are likely to contribute to inequities in NSCLC outcomes. It is imperative that we collect and analyze LCS data focused on individuals of low socioeconomic position to identify and address barriers to LCS utilization and help close the gaps in NSCLC mortality along socioeconomic lines. Toward this end, this review aims to examine published studies that have evaluated the impact of income and education on LCS utilization, eligibility, and outcomes. We searched the PubMed, Ovid MEDLINE, and CINAHL Plus databases for all studies published from January 1, 2010, to October 21, 2020, that discussed socioeconomic-based LCS outcomes. The review reveals that income and education have impact on LCS utilization, eligibility, false positive rates and smoking cessation attempts; however, there is a lack of studies evaluating the impact of SES on LCS follow-up, stage at diagnosis, and treatment. We recommend the intentional inclusion of lower SES participants in LCS studies in order to clarify appropriate eligibility criteria, risk-based metrics and outcomes in this high-risk group. We also anticipate that low SES smokers and their providers will require increased support and education regarding smoking cessation and shared decision-making efforts.
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Affiliation(s)
- Samuel Castro
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Ernesto Sosa
- Department of Populations Sciences, City of Hope National Medical Center, Duarte, CA, USA
| | - Vanessa Lozano
- Department of Populations Sciences, City of Hope National Medical Center, Duarte, CA, USA
| | - Aamna Akhtar
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Kyra Love
- Library Services, City of Hope National Medical Center, Duarte, CA, USA
| | - Jeanette Duffels
- Library Services, City of Hope National Medical Center, Duarte, CA, USA
| | - Dan J Raz
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Jae Y Kim
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Virginia Sun
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, USA.,Department of Populations Sciences, City of Hope National Medical Center, Duarte, CA, USA
| | - Loretta Erhunmwunsee
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, USA.,Department of Populations Sciences, City of Hope National Medical Center, Duarte, CA, USA
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50
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Goudemant C, Durieux V, Grigoriu B, Berghmans T. [Lung cancer screening with low dose computed tomography : a systematic review]. Rev Mal Respir 2021; 38:489-505. [PMID: 33994043 DOI: 10.1016/j.rmr.2021.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 02/26/2021] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Bronchial cancer, often diagnosed at a late stage, is the leading cause of cancer death. As early detection could potentially lead to curative treatment, several studies have evaluated low-dose chest CT (LDCT) as a screening method. The main objective of this work is to determine the impact of LDCT screening on overall mortality of a smoking population. METHODS Systematic review of randomised controlled screening trials comparing LDCT with no screening or chest x-ray. RESULTS Thirteen randomised controlled trials were identified, seven of which reported mortality results. NSLT showed a significant reduction of 6.7% in overall mortality and 20% in lung cancer mortality after 6.5 years of follow-up. NELSON showed a significant reduction in lung cancer mortality of 24% at 10 years among men. LUSI and MILD showed a reduction in lung cancer mortality of 69% at 8 years among women and 39% at 10 years, respectively. CONCLUSION Screening for bronchial cancer is a complex issue. Clarification is needed regarding the selection of individuals, the definition of a positive result and the attitude towards a suspicious nodule.
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Affiliation(s)
- C Goudemant
- Département des soins intensifs & urgences oncologiques et clinique d'oncologie thoracique, institut Jules-Bordet, Rue Héger-Bordet 1, 1000 Bruxelles, Belgique.
| | - V Durieux
- Bibliothèque des Sciences de la Santé, Université libre de Bruxelles
| | - B Grigoriu
- Département des soins intensifs & urgences oncologiques et clinique d'oncologie thoracique, institut Jules-Bordet, Rue Héger-Bordet 1, 1000 Bruxelles, Belgique
| | - T Berghmans
- Département des soins intensifs & urgences oncologiques et clinique d'oncologie thoracique, institut Jules-Bordet, Rue Héger-Bordet 1, 1000 Bruxelles, Belgique
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