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Kim Y, Lee J, Lee E, Lim J, Kim Y, Lee CT, Jang SH, Paek YJ, Lee WC, Lee CW, Kim HY, Goo JM, Choi KS, Park B, Lee DH, Seo HG. Strategies to Improve Smoking Cessation for Participants in Lung Cancer Screening Program: Analysis of Factors Associated with Smoking Cessation in Korean Lung Cancer Screening Project (K-LUCAS). Cancer Res Treat 2024; 56:92-103. [PMID: 37562437 PMCID: PMC10789955 DOI: 10.4143/crt.2022.1598] [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: 12/08/2022] [Accepted: 08/05/2023] [Indexed: 08/12/2023] Open
Abstract
PURPOSE Smoking cessation intervention is one of the key components of successful lung cancer screening program. We investigated the effectiveness and related factors of smoking cessation services provided to the participants in a population-based lung cancer screening trial. MATERIALS AND METHODS The Korean Lung Cancer Screening Project (K-LUCAS) is a nationwide, multi-center lung cancer screening trial that evaluates the feasibility of implementing population-based lung cancer screening. All 5,144 current smokers who participated in the K-LUCAS received a mandatory smoking cessation counseling. Changes in smoking status were followed up using a telephone survey in 6 months after lung cancer screening participation. The lung cancer screening's impact on smoking cessation is analyzed by variations in the smoking cessation interventions provided in screening units. RESULTS Among 4,136 survey responders, participant's motivation to quit smoking increased by 9.4% on average after lung cancer screening. After 6 months from the initial screening, 24.3% of participants stopped smoking, and 10.6% of participants had not smoked continuously for at least 6 months after screening. Over 80% of quitters stated that participation in lung cancer screening motivated them to quit smoking. Low-cost public smoking cessation program combined with lung cancer screening increased the abstinence rates. The smokers were three times more likely to quit smoking when the smoking cessation counseling was provided simultaneously with low-dose computed tomography screening results than when provided separately. CONCLUSION A mandatory smoking cessation intervention integrated with screening result counselling by a physician after participation in lung cancer screening could be effective for increasing smoking cessation attempts.
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Affiliation(s)
- Yeol Kim
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
- Department of Cancer Control and Population Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
| | - Jaeho Lee
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Eunju Lee
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Juntae Lim
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
- Department of Cancer Control and Population Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
| | - Yonghyun Kim
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Choon-Taek Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Seung Hun Jang
- Department of Pulmonary, Allergy and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Yu-Jin Paek
- Department of Family Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Won-Chul Lee
- Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Chan Wha Lee
- Department of Diagnostic Radiology, National Cancer Center, Goyang, Korea
| | - Hyae Young Kim
- Department of Diagnostic Radiology, National Cancer Center, Goyang, Korea
| | - Jin Mo Goo
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Kui Son Choi
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
- Department of Cancer Control and Population Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
| | - Boyoung Park
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
- Department of Cancer Control and Population Health, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
| | - Duk Hyoung Lee
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
| | - Hong Gwan Seo
- National Cancer Control Institute, National Cancer Center, Goyang, Korea
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Raoof S, Shah M, Make B, Allaqaband H, Bowler R, Fernando S, Greenberg H, Han MK, Hogg J, Humphries S, Lee KS, Lynch D, Machnicki S, Mehta A, Mina B, Naidich D, Naidich J, Naqvi Z, Ohno Y, Regan E, Travis WD, Washko G, Braman S. Lung Imaging in COPD Part 1: Clinical Usefulness. Chest 2023; 164:69-84. [PMID: 36907372 PMCID: PMC10403625 DOI: 10.1016/j.chest.2023.03.007] [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: 09/25/2022] [Revised: 01/23/2023] [Accepted: 03/04/2023] [Indexed: 03/13/2023] Open
Abstract
COPD is a condition characterized by chronic airflow obstruction resulting from chronic bronchitis, emphysema, or both. The clinical picture is usually progressive with respiratory symptoms such as exertional dyspnea and chronic cough. For many years, spirometry was used to establish a diagnosis of COPD. Recent advancements in imaging techniques allow quantitative and qualitative analysis of the lung parenchyma as well as related airways and vascular and extrapulmonary manifestations of COPD. These imaging methods may allow prognostication of disease and shed light on the efficacy of pharmacologic and nonpharmacologic interventions. This is the first of a two-part series of articles on the usefulness of imaging methods in COPD, and it highlights useful information that clinicians can obtain from these imaging studies to make more accurate diagnosis and therapeutic decisions.
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Affiliation(s)
- Suhail Raoof
- Northwell Health, Lenox Hill Hospital, New York, NY.
| | - Manav Shah
- Northwell Health, Lenox Hill Hospital, New York, NY
| | | | | | | | | | | | | | - James Hogg
- University of British Columbia, Vancouver, BC, Canada
| | | | - Kyung Soo Lee
- Sungkyunkwan University School of Medicine, Samsung ChangWon Hospital, ChangWon, South Korea
| | | | | | | | - Bushra Mina
- Northwell Health, Lenox Hill Hospital, New York, NY
| | | | | | - Zarnab Naqvi
- Northwell Health, Lenox Hill Hospital, New York, NY
| | | | | | | | | | - Sidney Braman
- Icahn School of Medicine at Mount Sinai, New York, NY
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Grenier PA, Brun AL, Mellot F. The Potential Role of Artificial Intelligence in Lung Cancer Screening Using Low-Dose Computed Tomography. Diagnostics (Basel) 2022; 12:diagnostics12102435. [PMID: 36292124 PMCID: PMC9601207 DOI: 10.3390/diagnostics12102435] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 10/04/2022] [Accepted: 10/06/2022] [Indexed: 11/16/2022] Open
Abstract
Two large randomized controlled trials of low-dose CT (LDCT)-based lung cancer screening (LCS) in high-risk smoker populations have shown a reduction in the number of lung cancer deaths in the screening group compared to a control group. Even if various countries are currently considering the implementation of LCS programs, recurring doubts and fears persist about the potentially high false positive rates, cost-effectiveness, and the availability of radiologists for scan interpretation. Artificial intelligence (AI) can potentially increase the efficiency of LCS. The objective of this article is to review the performances of AI algorithms developed for different tasks that make up the interpretation of LCS CT scans, and to estimate how these AI algorithms may be used as a second reader. Despite the reduction in lung cancer mortality due to LCS with LDCT, many smokers die of comorbid smoking-related diseases. The identification of CT features associated with these comorbidities could increase the value of screening with minimal impact on LCS programs. Because these smoking-related conditions are not systematically assessed in current LCS programs, AI can identify individuals with evidence of previously undiagnosed cardiovascular disease, emphysema or osteoporosis and offer an opportunity for treatment and prevention.
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Affiliation(s)
- Philippe A. Grenier
- Department of Clinical Research and Innovation, Hôpital Foch, 92150 Suresnes, France
- Correspondence:
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Bonnemaison B, Castagna O, de Maistre S, Blatteau JÉ. Chest CT scan for the screening of air anomalies at risk of pulmonary barotrauma for the initial medical assessment of fitness to dive in a military population. Front Physiol 2022; 13:1005698. [PMID: 36277200 PMCID: PMC9585318 DOI: 10.3389/fphys.2022.1005698] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/21/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction: The presence of intra-pulmonary air lesions such as cysts, blebs and emphysema bullae, predisposes to pulmonary barotrauma during pressure variations, especially during underwater diving activities. These rare accidents can have dramatic consequences. Chest radiography has long been the baseline examination for the detection of respiratory pathologies in occupational medicine. It has been replaced since 2018 by the thoracic CT scan for military diving fitness in France. The objective of this work was to evaluate the prevalence of the pulmonary abnormalities of the thoracic CT scan, and to relate them to the characteristics of this population and the results of the spirometry. Methods: 330 records of military diving candidates who underwent an initial assessment between October 2018 and March 2021 were analyzed, in a single-center retrospective analysis. The following data were collected: sex, age, BMI, history of respiratory pathologies and smoking, treatments, allergies, diving practice, results of spirometry, reports of thoracic CT scans, as well as fitness decision. Results: The study included 307 candidates, mostly male, with a median age of 25 years. 19% of the subjects had abnormal spirometry. We identified 25% of divers with CT scan abnormalities. 76% of the abnormal scans were benign nodules, 26% of which measured 6 mm or more. Abnormalities with an aerial component accounted for 13% of the abnormal scans with six emphysema bullae, three bronchial dilatations and one cystic lesion. No association was found between the presence of nodules and the general characteristics of the population, whereas in six subjects emphysema bullae were found statistically associated with active smoking or abnormal spirometry results. Conclusion: The systematic performance of thoracic CT scan in a young population free of pulmonary pathology revealed a majority of benign nodules. Abnormalities with an aerial component are much less frequent, but their presence generally leads to a decision of unfitness. These results argue in favor of a systematic screening of aeric pleuro-pulmonary lesions during the initial assessment for professional divers.
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Affiliation(s)
- Brieuc Bonnemaison
- Service de Médecine Hyperbare et d’Expertise Plongée (SMHEP), Hôpital d'Instruction des Armées Sainte-Anne, Toulon, France
| | - Olivier Castagna
- Equipe de Recherche Subaquatique et Hyperbare, Institut de Recherche biomédicale des armées, Toulon, France
- Laboratoire Motricité Humaine Expertise Sport Santé, UPR 6312, Nice, France
| | - Sébastien de Maistre
- Cellule plongée humaine et Intervention sous la Mer (CEPHISMER), Force d’action navale, Toulon, France
| | - Jean-Éric Blatteau
- Service de Médecine Hyperbare et d’Expertise Plongée (SMHEP), Hôpital d'Instruction des Armées Sainte-Anne, Toulon, France
- *Correspondence: Jean-Éric Blatteau,
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Undrunas A, Kasprzyk P, Rajca A, Kuziemski K, Rzyman W, Zdrojewski T. Prevalence, symptom burden and under-diagnosis of chronic obstructive pulmonary disease in Polish lung cancer screening population: a cohort observational study. BMJ Open 2022; 12:e055007. [PMID: 35410926 PMCID: PMC9003611 DOI: 10.1136/bmjopen-2021-055007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVES Lung cancer screening using low-dose CT may be not effective without considering the presence of comorbidities related to chronic smoking. The aim of the study was to establish the prevalence of chronic obstructive pulmonary disease (COPD) in group of phighlight the potential benefits atients participating in the largest Polish lung cancer screening programme MOLTEST-BIS and attempt to confirm the necessity of combined lung cancer and COPD screening. DESIGN Cohort, prospective study. SETTING Medical University of Gdańsk, Poland PARTICIPANTS: The study included 754 participants in lung cancer screening trial from the Pomeranian region, aged 50-70 years old, current and former smokers with a smoking history ≥30 pack-years. PRIMARY AND SECONDARY OUTCOME MEASURES Questionnaire, physical examination, anthropometric measurements, spirometry test before and after inhaled bronchodilator (400 µg of salbutamol) RESULTS: Obstructive disorders were diagnosed in 186 cases (103 male and 83 female). In the case of 144 participants (19.73%), COPD was diagnosed. Only 13.3% of participants with COPD were known about the disease earlier. According to classification of airflow limitation 55.6% of diagnosed COPD were in Global Initiative for Chronic Obstructive Lung Disease (GOLD) 1 (mild), 38.9% in GOLD 2 (moderate), 4.9% in GOLD 3 (severe) and 0.7% in GOLD 4 (very severe) stage. Women with recognition of COPD were younger than men (63.7 vs 66.3 age) and they smoked less cigarettes (41.1 vs 51.9 pack-years). CONCLUSIONS Prevalence of COPD in Polish lung cancer screening cohort is significant. The COPD in this group is remarkably under-diagnosed. Most diagnosed COPD cases were in the initial stage of advancement. This early detection of airflow limitation highlights the potential benefits arising from combined oncological-pulmonary screening.NKBBN.
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Affiliation(s)
- Aleksandra Undrunas
- Department of Allergology and Pneumonology, Medical University of Gdansk, Gdansk, Poland
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Piotr Kasprzyk
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
- 1 st Department of Cardiology, Medical University of Gdansk, Gdansk, Poland
| | - Aleksandra Rajca
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
| | - Krzysztof Kuziemski
- Department of Allergology and Pneumonology, Medical University of Gdansk, Gdansk, Poland
| | - Witold Rzyman
- Thoracic Surgery, Medical University of Gdansk, Gdansk, Poland
| | - Tomasz Zdrojewski
- Department of Preventive Medicine and Education, Medical University of Gdansk, Gdansk, Poland
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de Mattos JN, Santiago Escovar CE, Zereu M, Rubin AS, Camargo SM, Mohammed TL, Dos Santos RS, Verma N, Penha Pereira D, Guedes Pinto E, Machuca T, Medeiros TM, Hochhegger B. Computed tomography on lung cancer screening is useful for adjuvant comorbidity diagnosis in developing countries. ERJ Open Res 2022; 8:00061-2022. [PMID: 35747230 PMCID: PMC9209849 DOI: 10.1183/23120541.00061-2022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 04/26/2022] [Indexed: 11/16/2022] Open
Abstract
Purpose The aim of this study was to analyse and quantify the prevalence of six comorbidities from lung cancer screening (LCS) on computed tomography (CT) scans of patients from developing countries. Methods For this retrospective study, low-dose CT scans (n=775) were examined from patients who underwent LCS in a tertiary hospital between 2016 and 2020. An age- and sex-matched control group was obtained for comparison (n=370). Using the software, coronary artery calcification (CAC), the skeletal muscle area, interstitial lung abnormalities, emphysema, osteoporosis and hepatic steatosis were accessed. Clinical characteristics of each participant were identified. A t-test and Chi-squared test were used to examine differences between these values. Interclass correlation coefficients (ICCs) and interobserver agreement (assessed by calculating kappa coefficients) were calculated to assess the correlation of measures interpreted by two observers. p-values <0.05 were considered significant. Results One or more comorbidities were identified in 86.6% of the patients and in 40% of the controls. The most prevalent comorbidity was osteoporosis, present in 44.2% of patients and in 24.8% of controls. New diagnoses of cardiovascular disease, emphysema and osteoporosis were made in 25%, 7% and 46% of cases, respectively. The kappa coefficient for CAC was 0.906 (p<0.001). ICCs for measures of liver, spleen and bone density were 0.88, 0.93 and 0.96, respectively (p<0.001). Conclusions CT data acquired during LCS led to the identification of previously undiagnosed comorbidities. The LCS is useful to facilitate comorbidity diagnosis in developing countries, providing opportunities for its prevention and treatment. Lung cancer screening is useful to facilitate comorbidity diagnosis in developing countries, providing opportunities for its prevention and treatmenthttps://bit.ly/3KEdGuW
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Affiliation(s)
- Juliane Nascimento de Mattos
- Graduate Program in Pathology, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, Brazil.,Medical Imaging Research Lab, LABIMED, Dept of Radiology, Pavilhão Pereira Filho Hospital, Irmandade Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil
| | | | - Manuela Zereu
- Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil
| | | | | | - Tan-Lucien Mohammed
- Dept of Radiology, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Ricardo Sales Dos Santos
- Dept of Radiology, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.,Israelita Albert Einstein Hospital, São Paulo, Brazil
| | - Nupur Verma
- Dept of Radiology, College of Medicine, University of Florida, Gainesville, FL, USA
| | | | - Erique Guedes Pinto
- Dept of Radiology, Lincoln County Hospital, United Lincolnshire Hospitals NHS Trust, Lincoln, UK
| | - Tiago Machuca
- Dept of Radiology, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Tássia Machado Medeiros
- Postgraduate Program in Medicine and Health Sciences, Pontificia Universidade Católica do Rio Grande do Sul, Porto Alegre, Brazil
| | - Bruno Hochhegger
- Graduate Program in Pathology, Federal University of Health Sciences of Porto Alegre (UFCSPA), Porto Alegre, Brazil.,Medical Imaging Research Lab, LABIMED, Dept of Radiology, Pavilhão Pereira Filho Hospital, Irmandade Santa Casa de Misericórdia de Porto Alegre, Porto Alegre, Brazil.,Dept of Radiology, College of Medicine, University of Florida, Gainesville, FL, USA.,Dept of Radiology, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Brazil
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Labaki WW, Xia M, Murray S, Hatt CR, Al-Abcha A, Ferrera MC, Meldrum CA, Keith LA, Galbán CJ, Arenberg DA, Curtis JL, Martinez FJ, Kazerooni EA, Han MK. Quantitative Emphysema on Low-Dose CT Imaging of the Chest and Risk of Lung Cancer and Airflow Obstruction: An Analysis of the National Lung Screening Trial. Chest 2021; 159:1812-1820. [PMID: 33326807 PMCID: PMC8129730 DOI: 10.1016/j.chest.2020.12.004] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 11/08/2020] [Accepted: 12/03/2020] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Lung cancer risk prediction models do not routinely incorporate imaging metrics available on low-dose CT (LDCT) imaging of the chest ordered for lung cancer screening. RESEARCH QUESTION What is the association between quantitative emphysema measured on LDCT imaging and lung cancer incidence and mortality, all-cause mortality, and airflow obstruction in individuals who currently or formerly smoked and are undergoing lung cancer screening? STUDY DESIGN AND METHODS In 7,262 participants in the CT arm of the National Lung Screening Trial, percent low attenuation area (%LAA) was defined as the percentage of lung volume with voxels less than -950 Hounsfield units on the baseline examination. Multivariable Cox proportional hazards models, adjusting for competing risks where appropriate, were built to test for association between %LAA and lung cancer incidence, lung cancer mortality, and all-cause mortality with censoring at 6 years. In addition, multivariable logistic regression models were built to test the cross-sectional association between %LAA and airflow obstruction on spirometry, which was available in 2,700 participants. RESULTS The median %LAA was 0.8% (interquartile range, 0.2%-2.7%). Every 1% increase in %LAA was independently associated with higher hazards of lung cancer incidence (hazard ratio [HR], 1.02; 95% CI, 1.01-1.03; P = .004), lung cancer mortality (HR, 1.02; 95% CI, 1.00-1.05; P = .045), and all-cause mortality (HR, 1.01; 95% CI, 1.00-1.03; P = .042). Among participants with spirometry, 892 had airflow obstruction. The likelihood of airflow obstruction increased with every 1% increase in %LAA (odds ratio, 1.07; 95% CI, 1.06-1.09; P < .001). A %LAA cutoff of 1% had the best discriminative accuracy for airflow obstruction in participants aged > 65 years. INTERPRETATION Quantitative emphysema measured on LDCT imaging of the chest can be leveraged to improve lung cancer risk prediction and help diagnose COPD in individuals who currently or formerly smoked and are undergoing lung cancer screening.
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Affiliation(s)
- Wassim W Labaki
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI
| | - Meng Xia
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Susan Murray
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | | | - Abdullah Al-Abcha
- Department of Internal Medicine, Michigan State University, East Lansing, MI
| | - Michael C Ferrera
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI
| | - Catherine A Meldrum
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI
| | | | - Craig J Galbán
- Department of Radiology, University of Michigan, Ann Arbor, MI
| | - Douglas A Arenberg
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI
| | - Jeffrey L Curtis
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI; Medical Service, VA Ann Arbor Healthcare System, Ann Arbor, MI
| | - Fernando J Martinez
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI; Division of Pulmonary and Critical Care Medicine, Weill Cornell Medical College, New York, NY
| | | | - MeiLan K Han
- Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, MI.
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Hatt CR, Oh AS, Obuchowski NA, Charbonnier JP, Lynch DA, Humphries SM. Comparison of CT Lung Density Measurements between Standard Full-Dose and Reduced-Dose Protocols. Radiol Cardiothorac Imaging 2021; 3:e200503. [PMID: 33969308 DOI: 10.1148/ryct.2021200503] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 01/31/2021] [Accepted: 02/09/2021] [Indexed: 11/11/2022]
Abstract
Purpose To evaluate the reproducibility and predicted clinical outcomes of CT-based quantitative lung density measurements using standard fixed-dose (FD) and reduced-dose (RD) scans. Materials and Methods In this retrospective analysis of prospectively acquired data, 1205 participants (mean age, 65 years ± 9 [standard deviation]; 618 men) enrolled in the COPDGene study who underwent FD and RD CT image acquisition protocols between November 2014 and July 2017 were included. Of these, the RD scans of 640 participants were also reconstructed using iterative reconstruction (IR). Median filtering was applied to the RD scans (RD-MF) to investigate an alternative noise reduction strategy. CT attenuation at the 15th percentile of the lung CT histogram (Perc15) was computed for all image types (FD, RD, RD-MF, and RD-IR). Reproducibility coefficients were calculated to quantify the measurement differences between FD and RD scans. The ability of Perc15 to predict chronic obstructive pulmonary disease (COPD) diagnosis and exacerbation frequency was investigated using receiver operating characteristic analysis. Results The Perc15 reproducibility coefficients with and without volume adjustment were as follows: RD, 29.43 HU ± 0.62 versus 32.81 HU ± 1.70; RD-MF, 7.42 HU ± 0.42 versus 19.40 HU ± 2.65; and RD-IR, 7.10 HU ± 0.52 versus 22.46 HU ± 3.91. Receiver operating characteristic curve analysis indicated that Perc15 on volume-adjusted FD and RD scans were both predictive for COPD diagnosis (area under the receiver operating characteristic curve [AUC]: FD, 0.724 ± 0.045; RD, 0.739 ± 0.045) and for having one or more exacerbation per year (AUCs: FD, 0.593 ± 0.068; RD, 0.589 ± 0.066). Similar trends were observed when volume adjustment was not applied. Conclusion A combination of volume adjustment and noise reduction filtering improved the reproducibility of lung density measurements computed using serial FD and RD CT scans.Supplemental material is available for this article.© RSNA, 2021.
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Affiliation(s)
- Charles R Hatt
- Imbio LLC, 1015 Glenwood Ave, Minneapolis, MN 55405 (C.R.H.); School of Medicine and Public Health, Division of Radiology, University of Michigan, Ann Arbor, Mich (C.R.H.); Department of Radiology, National Jewish Health, Denver, Colo (A.S.O., D.A.L., S.M.H.); Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio (N.A.O.); and Thirona, Nijmegen, the Netherlands (J.P.C.)
| | - Andrea S Oh
- Imbio LLC, 1015 Glenwood Ave, Minneapolis, MN 55405 (C.R.H.); School of Medicine and Public Health, Division of Radiology, University of Michigan, Ann Arbor, Mich (C.R.H.); Department of Radiology, National Jewish Health, Denver, Colo (A.S.O., D.A.L., S.M.H.); Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio (N.A.O.); and Thirona, Nijmegen, the Netherlands (J.P.C.)
| | - Nancy A Obuchowski
- Imbio LLC, 1015 Glenwood Ave, Minneapolis, MN 55405 (C.R.H.); School of Medicine and Public Health, Division of Radiology, University of Michigan, Ann Arbor, Mich (C.R.H.); Department of Radiology, National Jewish Health, Denver, Colo (A.S.O., D.A.L., S.M.H.); Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio (N.A.O.); and Thirona, Nijmegen, the Netherlands (J.P.C.)
| | - Jean-Paul Charbonnier
- Imbio LLC, 1015 Glenwood Ave, Minneapolis, MN 55405 (C.R.H.); School of Medicine and Public Health, Division of Radiology, University of Michigan, Ann Arbor, Mich (C.R.H.); Department of Radiology, National Jewish Health, Denver, Colo (A.S.O., D.A.L., S.M.H.); Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio (N.A.O.); and Thirona, Nijmegen, the Netherlands (J.P.C.)
| | - David A Lynch
- Imbio LLC, 1015 Glenwood Ave, Minneapolis, MN 55405 (C.R.H.); School of Medicine and Public Health, Division of Radiology, University of Michigan, Ann Arbor, Mich (C.R.H.); Department of Radiology, National Jewish Health, Denver, Colo (A.S.O., D.A.L., S.M.H.); Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio (N.A.O.); and Thirona, Nijmegen, the Netherlands (J.P.C.)
| | - Stephen M Humphries
- Imbio LLC, 1015 Glenwood Ave, Minneapolis, MN 55405 (C.R.H.); School of Medicine and Public Health, Division of Radiology, University of Michigan, Ann Arbor, Mich (C.R.H.); Department of Radiology, National Jewish Health, Denver, Colo (A.S.O., D.A.L., S.M.H.); Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio (N.A.O.); and Thirona, Nijmegen, the Netherlands (J.P.C.)
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