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Potter AL, Xu NN, Senthil P, Srinivasan D, Lee H, Gazelle GS, Chelala L, Zheng W, Fintelmann FJ, Sequist LV, Donington J, Palmer JR, Yang CFJ. Pack-Year Smoking History: An Inadequate and Biased Measure to Determine Lung Cancer Screening Eligibility. J Clin Oncol 2024; 42:2026-2037. [PMID: 38537159 PMCID: PMC11191064 DOI: 10.1200/jco.23.01780] [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: 08/16/2023] [Revised: 12/21/2023] [Accepted: 02/02/2024] [Indexed: 05/03/2024] Open
Abstract
PURPOSE Pack-year smoking history is an imperfect and biased measure of cumulative tobacco exposure. The use of pack-year smoking history to determine lung cancer screening eligibility in the current US Preventive Services Task Force (USPSTF) guideline may unintentionally exclude many high-risk individuals, especially those from racial and ethnic minority groups. It is unclear whether using a smoking duration cutoff instead of a smoking pack-year cutoff would improve the selection of individuals for screening. METHODS We analyzed 49,703 individuals with a smoking history from the Southern Community Cohort Study (SCCS) and 22,126 individuals with a smoking history from the Black Women's Health Study (BWHS) to assess eligibility for screening under the USPSTF guideline versus a proposed guideline that replaces the ≥20-pack-year criterion with a ≥20-year smoking duration criterion. RESULTS Under the USPSTF guideline, only 57.6% of Black patients with lung cancer in the SCCS would have qualified for screening, whereas a significantly higher percentage of White patients with lung cancer (74.0%) would have qualified (P < .001). Under the proposed guideline, the percentage of Black and White patients with lung cancer who would have qualified for screening increased to 85.3% and 82.0%, respectively, eradicating the disparity in screening eligibility between the groups. In the BWHS, using a 20-year smoking duration cutoff instead of a 20-pack-year cutoff increased the percentage of Black women with lung cancer who would have qualified for screening from 42.5% to 63.8%. CONCLUSION Use of a 20-year smoking duration cutoff instead of a 20-pack-year cutoff greatly increases the proportion of patients with lung cancer who would qualify for screening and eliminates the racial disparity in screening eligibility between Black versus White individuals; smoking duration has the added benefit of being easier to calculate and being a more precise assessment of smoking exposure compared with pack-year smoking history.
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Affiliation(s)
- Alexandra L. Potter
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA
| | - Nuo N. Xu
- Slone Epidemiology Center at Boston University, Boston, MA
| | - Priyanka Senthil
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA
| | - Deepti Srinivasan
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital, Boston, MA
| | - G. Scott Gazelle
- Department of Radiology, Massachusetts General Hospital, Boston, MA
- Institute for Technology Assessment, Massachusetts General Hospital, Boston, MA
| | - Lydia Chelala
- Department of Radiology, University of Chicago Pritzker School of Medicine, Chicago, IL
| | - Wei Zheng
- Division of Epidemiology, Department of Medicine, Vanderbilt Epidemiology Center, Nashville, TN
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN
| | | | - Lecia V. Sequist
- Mass General Cancer Center, Massachusetts General Hospital, Boston, MA
| | - Jessica Donington
- Section of Thoracic Surgery, Department of Surgery, University of Chicago Hospital, Chicago, IL
| | | | - Chi-Fu Jeffrey Yang
- Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA
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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: 18] [Impact Index Per Article: 18.0] [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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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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Barta JA, Erkmen CP, Shusted CS, Myers RE, Saia C, Cohen S, Wainwright J, Zeigler-Johnson C, Dako F, Wender R, Kane GC, Vachani A, Rendle KA. The Philadelphia Lung Cancer Learning Community: a multi-health-system, citywide approach to lung cancer screening. JNCI Cancer Spectr 2023; 7:pkad071. [PMID: 37713466 PMCID: PMC10588937 DOI: 10.1093/jncics/pkad071] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 06/16/2023] [Accepted: 09/13/2023] [Indexed: 09/17/2023] Open
Abstract
BACKGROUND Lung cancer screening uptake for individuals at high risk is generally low across the United States, and reporting of lung cancer screening practices and outcomes is often limited to single hospitals or institutions. We describe a citywide, multicenter analysis of individuals receiving lung cancer screening integrated with geospatial analyses of neighborhood-level lung cancer risk factors. METHODS The Philadelphia Lung Cancer Learning Community consists of lung cancer screening clinicians and researchers at the 3 largest health systems in the city. This multidisciplinary, multi-institutional team identified a Philadelphia Lung Cancer Learning Community study cohort that included 11 222 Philadelphia residents who underwent low-dose computed tomography for lung cancer screening from 2014 to 2021 at a Philadelphia Lung Cancer Learning Community health-care system. Individual-level demographic and clinical data were obtained, and lung cancer screening participants were geocoded to their Philadelphia census tract of residence. Neighborhood characteristics were integrated with lung cancer screening counts to generate bivariate choropleth maps. RESULTS The combined sample included 37.8% Black adults, 52.4% women, and 56.3% adults who currently smoke. Of 376 residential census tracts in Philadelphia, 358 (95.2%) included 5 or more individuals undergoing lung cancer screening, and the highest counts were geographically clustered around each health system's screening sites. A relatively low percentage of screened adults resided in census tracts with high tobacco retailer density or high smoking prevalence. CONCLUSIONS The sociodemographic characteristics of lung cancer screening participants in Philadelphia varied by health system and neighborhood. These results suggest that a multicenter approach to lung cancer screening can identify vulnerable areas for future tailored approaches to improving lung cancer screening uptake. Future directions should use these findings to develop and test collaborative strategies to increase lung cancer screening at the community and regional levels.
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Affiliation(s)
- Julie A Barta
- Department of Medicine, The Jane and Leonard Korman Respiratory Institute, Division of Pulmonary and Critical Care Medicine, Thomas Jefferson University, Philadelphia, PA, USA
| | - Cherie P Erkmen
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - Christine S Shusted
- Department of Medicine, The Jane and Leonard Korman Respiratory Institute, Division of Pulmonary and Critical Care Medicine, Thomas Jefferson University, Philadelphia, PA, USA
| | - Ronald E Myers
- Department of Medical Oncology, Division of Population Science, Thomas Jefferson University, Philadelphia, PA, USA
| | - Chelsea Saia
- Department of Family & Community Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sarah Cohen
- Department of Family & Community Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jocelyn Wainwright
- Department of Family & Community Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Charnita Zeigler-Johnson
- Department of Medical Oncology, Division of Population Science, Thomas Jefferson University, Philadelphia, PA, USA
- Cancer Prevention and Control Program, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Farouk Dako
- Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA
| | - Richard Wender
- Department of Family & Community Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Gregory C Kane
- Department of Medicine, The Jane and Leonard Korman Respiratory Institute, Division of Pulmonary and Critical Care Medicine, Thomas Jefferson University, Philadelphia, PA, USA
| | - Anil Vachani
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
| | - Katharine A Rendle
- Department of Family & Community Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Nitz JA, Erkmen CP. New 2021 USPSTF Lung Cancer Screening Criteria-An Opportunity to Mitigate Racial Disparity. JAMA Oncol 2022; 8:383-384. [PMID: 35024775 DOI: 10.1001/jamaoncol.2021.6708] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Jonathan A Nitz
- Section of Thoracic Surgery, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Cherie P Erkmen
- Section of Thoracic Surgery, Center for Asian Health, Lewis Katz School of Medicine, Temple University Health System, Philadelphia, Pennsylvania
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Sesti J, Paul S. Commentary: Striving for Equality by Highlighting Inequality. Semin Thorac Cardiovasc Surg 2021; 34:701. [PMID: 34087368 DOI: 10.1053/j.semtcvs.2021.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 05/25/2021] [Indexed: 11/11/2022]
Affiliation(s)
- Joanna Sesti
- Thoracic Surgical Services, RWJBarnabas Health, West Orange, New Jersey
| | - Subroto Paul
- Thoracic Surgical Services, RWJBarnabas Health, West Orange, New Jersey.
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