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1.
AJR Am J Roentgenol ; 214(6): 1269-1279, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32255690

RESUMEN

OBJECTIVE. The purpose of this study is to establish whether texture analysis and densitometry are complementary quantitative measures of chronic obstructive pulmonary disease (COPD) in a lung cancer screening setting. MATERIALS AND METHODS. This was a retrospective study of data collected prospectively (in 2004-2010) in the Danish Lung Cancer Screening Trial. The texture score, relative area of emphysema, and percentile density were computed for 1915 baseline low-dose lung CT scans and were evaluated, both individually and in combination, for associations with lung function (i.e., forced expiratory volume in 1 second as a percentage of predicted normal [FEV1% predicted]), diagnosis of mild to severe COPD, and prediction of a rapid decline in lung function. Multivariate linear regression models with lung function as the outcome were compared using the likelihood ratio test or the Vuong test, and AUC values for diagnostic and prognostic capabilities were compared using the DeLong test. RESULTS. Texture showed a significantly stronger association with lung function (p < 0.001 vs densitometric measures), a significantly higher diagnostic AUC value (for COPD, 0.696; for Global Initiative for Chronic Obstructive Lung Disease (GOLD) grade 1, 0.648; for GOLD grade 2, 0.768; and for GOLD grade 3, 0.944; p < 0.001 vs densitometric measures), and a higher but not significantly different association with lung function decline. In addition, only texture could predict a rapid decline in lung function (AUC value, 0.538; p < 0.05 vs random guessing). The combination of texture and both densitometric measures strengthened the association with lung function and decline in lung function (p < 0.001 and p < 0.05, respectively, vs texture) but did not improve diagnostic or prognostic performance. CONCLUSION. The present study highlights texture as a promising quantitative CT measure of COPD to use alongside, or even instead of, densitometric measures. Moreover, texture may allow early detection of COPD in subjects who undergo lung cancer screening.


Asunto(s)
Neoplasias Pulmonares/diagnóstico por imagen , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico por imagen , Interpretación de Imagen Radiográfica Asistida por Computador/métodos , Tomografía Computarizada por Rayos X/métodos , Anciano , Dinamarca , Densitometría , Femenino , Humanos , Neoplasias Pulmonares/fisiopatología , Aprendizaje Automático , Masculino , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Enfisema Pulmonar/diagnóstico por imagen , Enfisema Pulmonar/fisiopatología , Pruebas de Función Respiratoria , Estudios Retrospectivos
2.
BMC Pulm Med ; 20(1): 67, 2020 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-32188453

RESUMEN

BACKGROUND: Interstitial lung abnormalities (ILA) are common in participants of lung cancer screening trials and broad population-based cohorts. They are associated with increased mortality, but less is known about disease specific morbidity and healthcare utilisation in individuals with ILA. METHODS: We included all participants from the screening arm of the Danish Lung Cancer Screening Trial with available baseline CT scan data (n = 1990) in this cohort study. The baseline scan was scored for the presence of ILA and patients were followed for up to 12 years. Data about all hospital admissions, primary healthcare visits and medicine prescriptions were collected from the Danish National Health Registries and used to determine the participants' disease specific morbidity and healthcare utilisation using Cox proportional hazards models. RESULTS: The 332 (16.7%) participants with ILA were more likely to be diagnosed with one of several respiratory diseases, including interstitial lung disease (HR: 4.9, 95% CI: 1.8-13.3, p = 0.008), COPD (HR: 1.7, 95% CI: 1.2-2.3, p = 0.01), pneumonia (HR: 2.0, 95% CI: 1.4-2.7, p <  0.001), lung cancer (HR: 2.7, 95% CI: 1.8-4.0, p <  0.001) and respiratory failure (HR: 1.8, 95% CI: 1.1-3.0, p = 0.03) compared with participants without ILA. These findings were confirmed by increased hospital admission rates with these diagnoses and more frequent prescriptions for inhalation medicine and antibiotics in participants with ILA. CONCLUSIONS: Individuals with ILA are more likely to receive a diagnosis and treatment for several respiratory diseases, including interstitial lung disease, COPD, pneumonia, lung cancer and respiratory failure during long-term follow-up.


Asunto(s)
Enfermedades Pulmonares Intersticiales/diagnóstico por imagen , Pulmón/diagnóstico por imagen , Admisión del Paciente/estadística & datos numéricos , Anciano , Estudios de Cohortes , Dinamarca/epidemiología , Femenino , Humanos , Pulmón/fisiopatología , Enfermedades Pulmonares Intersticiales/tratamiento farmacológico , Enfermedades Pulmonares Intersticiales/epidemiología , Neoplasias Pulmonares/diagnóstico por imagen , Neoplasias Pulmonares/epidemiología , Masculino , Persona de Mediana Edad , Neumonía/diagnóstico por imagen , Neumonía/epidemiología , Modelos de Riesgos Proporcionales , Sistema de Registros , Factores de Riesgo , Fumar , Tomografía Computarizada por Rayos X
3.
Lancet Oncol ; 18(12): e754-e766, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-29208441

RESUMEN

Lung cancer screening with low-dose CT can save lives. This European Union (EU) position statement presents the available evidence and the major issues that need to be addressed to ensure the successful implementation of low-dose CT lung cancer screening in Europe. This statement identified specific actions required by the European lung cancer screening community to adopt before the implementation of low-dose CT lung cancer screening. This position statement recommends the following actions: a risk stratification approach should be used for future lung cancer low-dose CT programmes; that individuals who enter screening programmes should be provided with information on the benefits and harms of screening, and smoking cessation should be offered to all current smokers; that management of detected solid nodules should use semi-automatically measured volume and volume-doubling time; that national quality assurance boards should be set up to oversee technical standards; that a lung nodule management pathway should be established and incorporated into clinical practice with a tailored screening approach; that non-calcified baseline lung nodules greater than 300 mm3, and new lung nodules greater than 200 mm3, should be managed in multidisciplinary teams according to this EU position statement recommendations to ensure that patients receive the most appropriate treatment; and planning for implementation of low-dose CT screening should start throughout Europe as soon as possible. European countries need to set a timeline for implementing lung cancer screening.


Asunto(s)
Detección Precoz del Cáncer/normas , Neoplasias Pulmonares/diagnóstico , Tamizaje Masivo/normas , Guías de Práctica Clínica como Asunto , Tomografía Computarizada por Rayos X/métodos , Europa (Continente) , Femenino , Humanos , Incidencia , Neoplasias Pulmonares/epidemiología , Masculino
4.
Am J Respir Crit Care Med ; 193(5): 542-51, 2016 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-26485620

RESUMEN

RATIONALE: As of April 2015, participants in the Danish Lung Cancer Screening Trial had been followed for at least 5 years since their last screening. OBJECTIVES: Mortality, causes of death, and lung cancer findings are reported to explore the effect of computed tomography (CT) screening. METHODS: A total of 4,104 participants aged 50-70 years at the time of inclusion and with a minimum 20 pack-years of smoking were randomized to have five annual low-dose CT scans (study group) or no screening (control group). MEASUREMENTS AND MAIN RESULTS: Follow-up information regarding date and cause of death, lung cancer diagnosis, cancer stage, and histology was obtained from national registries. No differences between the two groups in lung cancer mortality (hazard ratio, 1.03; 95% confidence interval, 0.66-1.6; P = 0.888) or all-cause mortality (hazard ratio, 1.02; 95% confidence interval, 0.82-1.27; P = 0.867) were observed. More cancers were found in the screening group than in the no-screening group (100 vs. 53, respectively; P < 0.001), particularly adenocarcinomas (58 vs. 18, respectively; P < 0.001). More early-stage cancers (stages I and II, 54 vs. 10, respectively; P < 0.001) and stage IIIa cancers (15 vs. 3, respectively; P = 0.009) were found in the screening group than in the control group. Stage IV cancers were nonsignificantly more frequent in the control group than in the screening group (32 vs. 23, respectively; P = 0.278). For the highest-stage cancers (T4N3M1, 21 vs. 8, respectively; P = 0.025), this difference was statistically significant, indicating an absolute stage shift. Older participants, those with chronic obstructive pulmonary disease, and those with more than 35 pack-years of smoking had a significantly increased risk of death due to lung cancer, with nonsignificantly fewer deaths in the screening group. CONCLUSIONS: No statistically significant effects of CT screening on lung cancer mortality were found, but the results of post hoc high-risk subgroup analyses showed nonsignificant trends that seem to be in good agreement with the results of the National Lung Screening Trial. Clinical trial registered with www.clinicaltrials.gov (NCT00496977).


Asunto(s)
Adenocarcinoma/diagnóstico por imagen , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico por imagen , Carcinoma de Células Escamosas/diagnóstico por imagen , Neoplasias Pulmonares/diagnóstico por imagen , Pulmón/diagnóstico por imagen , Carcinoma Pulmonar de Células Pequeñas/diagnóstico por imagen , Adenocarcinoma/mortalidad , Adenocarcinoma/patología , Anciano , Carcinoma de Pulmón de Células no Pequeñas/mortalidad , Carcinoma de Pulmón de Células no Pequeñas/patología , Carcinoma de Células Escamosas/mortalidad , Carcinoma de Células Escamosas/patología , Comorbilidad , Dinamarca/epidemiología , Detección Precoz del Cáncer , Femenino , Humanos , Pulmón/patología , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Medición de Riesgo , Carcinoma Pulmonar de Células Pequeñas/mortalidad , Carcinoma Pulmonar de Células Pequeñas/patología , Fumar , Tomografía Computarizada por Rayos X
5.
Eur Radiol ; 26(2): 487-94, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-25956938

RESUMEN

OBJECTIVES: Screening for lung cancer should be limited to a high-risk-population, and abnormalities in low-dose computed tomography (CT) screening images may be relevant for predicting the risk of lung cancer. Our aims were to compare the occurrence of visually detected emphysema and interstitial abnormalities in subjects with and without lung cancer in a screening population of smokers. METHODS: Low-dose chest CT examinations (baseline and latest possible) of 1990 participants from The Danish Lung Cancer Screening Trial were independently evaluated by two observers who scored emphysema and interstitial abnormalities. Emphysema (lung density) was also measured quantitatively. RESULTS: Emphysema was seen more frequently and its extent was greater among participants with lung cancer on baseline (odds ratio (OR), 1.8, p = 0.017 and p = 0.002) and late examinations (OR 2.6, p < 0.001 and p < 0.001). No significant difference was found using quantitative measurements. Interstitial abnormalities were more common findings among participants with lung cancer (OR 5.1, p < 0.001 and OR 4.5, p < 0.001).There was no association between presence of emphysema and presence of interstitial abnormalities (OR 0.75, p = 0.499). CONCLUSIONS: Even early signs of emphysema and interstitial abnormalities are associated with lung cancer. Quantitative measurements of emphysema-regardless of type-do not show the same association. KEY POINTS: • Visually detected emphysema on CT is more frequent in individuals who develop lung cancer. • Emphysema grading is higher in those who develop lung cancer. • Interstitial abnormalities, including discrete changes, are associated with lung cancer. • Quantitative lung density measurements are not useful in lung cancer risk prediction. • Early CT signs of emphysema and interstitial abnormalities can predict future risk.


Asunto(s)
Detección Precoz del Cáncer/métodos , Neoplasias Pulmonares/diagnóstico por imagen , Enfisema Pulmonar/diagnóstico por imagen , Tomografía Computarizada por Rayos X/métodos , Femenino , Humanos , Pulmón/diagnóstico por imagen , Neoplasias Pulmonares/complicaciones , Masculino , Persona de Mediana Edad , Países Bajos , Variaciones Dependientes del Observador , Oportunidad Relativa , Valor Predictivo de las Pruebas , Enfisema Pulmonar/complicaciones , Reproducibilidad de los Resultados , Medición de Riesgo
6.
BMC Cancer ; 14: 404, 2014 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-24898680

RESUMEN

BACKGROUND: The purpose of the PROLUCA study is to investigate the efficacy of preoperative and early postoperative rehabilitation in a non-hospital setting in patients with operable lung cancer with special focus on exercise. METHODS: Using a 2 x 2 factorial design with continuous effect endpoint (Maximal Oxygen Uptake (VO2peak)), 380 patients with non-small cell lung cancer (NSCLC) stage I-IIIa referred for surgical resection will be randomly assigned to one of four groups: (1) preoperative and early postoperative rehabilitation (starting two weeks after surgery); (2) preoperative and late postoperative rehabilitation (starting six weeks after surgery); (3) early postoperative rehabilitation alone; (4) today's standard care which is postoperative rehabilitation initiated six weeks after surgery. The preoperative rehabilitation program consists of an individually designed, 30-minute home-based exercise program performed daily. The postoperative rehabilitation program consists of a supervised group exercise program comprising cardiovascular and resistance training two-hour weekly for 12 weeks combined with individual counseling. The primary study endpoint is VO2peak and secondary endpoints include: Six-minute walk distance (6MWD), one-repetition-maximum (1RM), pulmonary function, patient-reported outcomes (PROs) on health-related quality of life (HRQoL), symptoms and side effects of the cancer disease and the treatment of the disease, anxiety, depression, wellbeing, lifestyle, hospitalization time, sick leave, work status, postoperative complications (up to 30 days after surgery) and survival. Endpoints will be assessed at baseline, the day before surgery, pre-intervention, post-intervention, six months after surgery and one year after surgery. DISCUSSION: The results of the PROLUCA study may potentially contribute to the identification of the optimal perioperative rehabilitation for operable lung cancer patients focusing on exercise initiated immediately after diagnosis and rehabilitation shortly after surgery. TRIAL REGISTRATION: NCT01893580.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/rehabilitación , Carcinoma de Pulmón de Células no Pequeñas/cirugía , Terapia por Ejercicio , Anciano , Carcinoma de Pulmón de Células no Pequeñas/patología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Calidad de Vida , Entrenamiento de Fuerza
7.
Eur Radiol ; 24(9): 2319-25, 2014 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-24903230

RESUMEN

OBJECTIVES: To study the effect of inspiration on airway dimensions measured in voluntary inspiration breath-hold examinations. METHODS: 961 subjects with normal spirometry were selected from the Danish Lung Cancer Screening Trial. Subjects were examined annually for five years with low-dose CT. Automated software was utilized to segment lungs and airways, identify segmental bronchi, and match airway branches in all images of the same subject. Inspiration level was defined as segmented total lung volume (TLV) divided by predicted total lung capacity (pTLC). Mixed-effects models were used to predict relative change in lumen diameter (ALD) and wall thickness (AWT) in airways of generation 0 (trachea) to 7 and segmental bronchi (R1-R10 and L1-L10) from relative changes in inspiration level. RESULTS: Relative changes in ALD were related to relative changes in TLV/pTLC, and this distensibility increased with generation (p < 0.001). Relative changes in AWT were inversely related to relative changes in TLV/pTLC in generation 3--7 (p < 0.001). Segmental bronchi were widely dispersed in terms of ALD (5.7 ± 0.7 mm), AWT (0.86 ± 0.07 mm), and distensibility (23.5 ± 7.7%). CONCLUSIONS: Subjects who inspire more deeply prior to imaging have larger ALD and smaller AWT. This effect is more pronounced in higher-generation airways. Therefore, adjustment of inspiration level is necessary to accurately assess airway dimensions. KEY POINTS: Airway lumen diameter increases and wall thickness decreases with inspiration. The effect of inspiration is greater in higher-generation (more peripheral) airways. Airways of generation 5 and beyond are as distensible as lung parenchyma. Airway dimensions measured from CT should be adjusted for inspiration level.


Asunto(s)
Detección Precoz del Cáncer/métodos , Inhalación/fisiología , Neoplasias Pulmonares/diagnóstico por imagen , Tomografía Computarizada Multidetector/métodos , Sistema Respiratorio/diagnóstico por imagen , Anciano , Femenino , Estudios de Seguimiento , Humanos , Neoplasias Pulmonares/fisiopatología , Masculino , Persona de Mediana Edad , Reproducibilidad de los Resultados , Sistema Respiratorio/fisiopatología , Factores de Tiempo , Capacidad Pulmonar Total
8.
COPD ; 11(1): 96-104, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24111638

RESUMEN

Progressive decline in lung function has been widely accepted as the hallmark of chronic obstructive pulmonary disease (COPD); however, recent evidence indicates that the rate of decline measured as decline in forced expiratory volume in one second (FEV1) is higher in mild to moderate COPD than in severe COPD. Usually changes in FEV1 are measured in ml that is "absolute"; however, changes can also be measured "relative" as a percentage of the actual FEV1. We hypothesize that relative measurements could be more appropriate than absolute measurements for describing changes in lung function. We analyzed data from 3,218 relatively healthy heavy smokers who participated in the Danish Lung Cancer Screening Trial. The influences of age, sex, height, body mass index, smoking, and severity of airflow limitation on FEV1 were analyzed in mixed effects models. In absolute terms those with the best lung function consistently showed the steepest decline, whereas in relative terms most fast decliners are found among those with low lung function. Measuring changes in relative terms implied statistically significant acceleration of decline with advancing age, smoking (pack-years) and severity of airflow limitation. Relative measurements may lead to a better understanding of changes in lung function. Smoking and severity of airflow limitation speed up the loss of lung function, and this emphasizes the importance of abstaining from smoking the sooner the better. Measuring changes in relative terms could have important implications for the interpretation of results from clinical trials where FEV1 is the primary outcome. DLCST; www.ClinicalTrials.org , registration number: NCT00496977.


Asunto(s)
Volumen Espiratorio Forzado , Pulmón/fisiopatología , Fumar/fisiopatología , Anciano , Progresión de la Enfermedad , Femenino , Humanos , Masculino , Persona de Mediana Edad
9.
J Surg Oncol ; 108(5): 280-6, 2013 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-23893464

RESUMEN

Overview of the European randomized lung cancer CT screening trials (EUCT) is presented with regard to the implementation of CT screening in Europe; post NLST. All seven principal investigators completed a questionnaire on the epidemiological, radiological, and nodule management aspects of their trials at August 2010, which included 32,000 people, inclusion of UKLS pilot trial will reach 36,000. An interim analysis is planned, but the final mortality data testing is scheduled for 2015.


Asunto(s)
Detección Precoz del Cáncer , Neoplasias Pulmonares/diagnóstico , Ensayos Clínicos Controlados Aleatorios como Asunto , Anciano , Procesamiento Automatizado de Datos , Europa (Continente) , Femenino , Humanos , Neoplasias Pulmonares/mortalidad , Masculino , Persona de Mediana Edad
10.
Eur Respir J ; 40(5): 1142-8, 2012 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-22408202

RESUMEN

Lung cancer screening trials provide an opportunity to study the natural history of emphysema by using computed tomography (CT) lung density as a surrogate parameter. In the Danish Lung Cancer Screening Trial, 2,052 participants were included. At screening rounds, smoking habits were recorded and spirometry was performed. CT lung density was measured as the volume-adjusted 15th percentile density (PD15). A mixed effects model was used with former smoking males with <30 pack-yrs and without airflow obstruction (AFO) at entry as a reference group. At study entry, 893 (44%) participants had AFO. For the reference group, PD15 was 72.6 g·L(-1) with an annual decline of -0.33 g·L(-1). Female sex and current smoking increased PD15 at baseline, 17.3 g·L(-1) (p<0.001) and 10 g·L(-1) (p<0.001), respectively; and both increased the annual decline in PD15 (female: -0.3 g·L(-1); current smoking: -0.4 g·L(-1)). The presence and severity of AFO was a strong predictor of low PD15 at baseline (Global Initiative for Chronic Obstructive Lung Disease (GOLD) I: -1.4 g·L(-1); GOLD II: -6.3 g·L(-1); GOLD III: -17 g·L(-1)) and of increased annual decline in PD15 (GOLD I: -0.2 g·L(-1); GOLD II: -0.5 g·L(-1); GOLD III: -0.5 g·L(-1)). Female sex, active smoking and the presence of AFO are associated with accelerated decline in lung density.


Asunto(s)
Enfisema Pulmonar/diagnóstico por imagen , Tomografía Computarizada por Rayos X , Anciano , Dinamarca , Detección Precoz del Cáncer , Femenino , Humanos , Neoplasias Pulmonares/complicaciones , Neoplasias Pulmonares/diagnóstico por imagen , Mediciones del Volumen Pulmonar , Masculino , Persona de Mediana Edad , Enfisema Pulmonar/complicaciones , Enfisema Pulmonar/patología
11.
Curr Opin Pulm Med ; 16(4): 301-6, 2010 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-20508525

RESUMEN

PURPOSE OF REVIEW: In lung cancer screening with low-dose spiral computed tomography (LDCT), the proportion of stage I disease is 50-85%, and the survival rate for resected stage I disease can exceed 90%, but proof of real benefit in terms of lung cancer mortality reduction must come from the several randomized trials underway in Europe and in the USA. Our purpose is to update the readers on recent progress in medical knowledge in this field. RECENT FINDINGS: Relevant novelties regarding technical and collateral aspects of lung cancer screening have been made available, covering the performance of detection systems and nodule evaluation protocols, means to increase cost-effectiveness, insight into the biology of lung cancer, promotion of minimally invasive and lung-sparing surgical options, effects of screening on smoking habits and early follow-up findings in one randomized trial of LDCT vs. clinical review. CONCLUSION: Early follow-up data suggest that the effect of screening with LDCT on mortality might be smaller than expected, but definitive follow-up data are still awaited from all ongoing randomized trials. Lung cancer screening research is yielding a relevant body of medical knowledge that will be beneficial for other smoking-related diseases and contribute to a better understanding of lung cancer biology.


Asunto(s)
Neoplasias Pulmonares/diagnóstico por imagen , Tomografía Computarizada Espiral , Análisis Costo-Beneficio , Humanos , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/patología , Tamizaje Masivo , Estadificación de Neoplasias , Ensayos Clínicos Controlados Aleatorios como Asunto , Factores de Riesgo , Fumar/efectos adversos
12.
Med Image Anal ; 64: 101751, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32580057

RESUMEN

Graph refinement, or the task of obtaining subgraphs of interest from over-complete graphs, can have many varied applications. In this work, we extract trees or collection of sub-trees from image data by, first deriving a graph-based representation of the volumetric data and then, posing the tree extraction as a graph refinement task. We present two methods to perform graph refinement. First, we use mean-field approximation (MFA) to approximate the posterior density over the subgraphs from which the optimal subgraph of interest can be estimated. Mean field networks (MFNs) are used for inference based on the interpretation that iterations of MFA can be seen as feed-forward operations in a neural network. This allows us to learn the model parameters using gradient descent. Second, we present a supervised learning approach using graph neural networks (GNNs) which can be seen as generalisations of MFNs. Subgraphs are obtained by training a GNN-based graph refinement model to directly predict edge probabilities. We discuss connections between the two classes of methods and compare them for the task of extracting airways from 3D, low-dose, chest CT data. We show that both the MFN and GNN models show significant improvement when compared to one baseline method, that is similar to a top performing method in the EXACT'09 Challenge, and a 3D U-Net based airway segmentation model, in detecting more branches with fewer false positives.


Asunto(s)
Redes Neurales de la Computación , Tomografía Computarizada por Rayos X , Humanos , Tórax
13.
Lung Cancer ; 146: 285-289, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32593918

RESUMEN

INTRODUCTION: Patients with lung cancer report a lower degree of Health Related Quality of Life (HRQoL) compared with other cancer patients. HRQoL reflects how patients experience the impact of their disease and its treatment on their quality of daily living. A widely used questionnaire in lung cancer patients is the Functional Assessment of Cancer Therapy - Lung (FACT-L) questionnaire. Here we report the secondary outcomes on FACT-L data from the Postoperative Rehabilitation in Operation for Lung CAncer (PROLUCA) study, which describes the effect of early (14 days) versus late initiated (14 weeks) postoperative rehabilitation. MATERIALS AND METHODS: The PROLUCA study was designed as a two-armed randomized controlled trial with an early rehabilitation group (14 days after surgery (ERG)) or a control arm with a late rehabilitation group (14 weeks after surgery (LRG)). The results for seven domain scores obtained using the FACT-L at the following time-points: baseline, 14 weeks, 26 weeks and 52 weeks after surgery are presented here. RESULTS: 119 patients were randomized to the ERG and 116 to the LRG. In the ERG, HRQoL measured by both FACT-L and FACT-G (general core instrument) showed a continuous improvement up to 26 weeks after which HRQoL decreased after further 26 weeks without structured intervention. In the LRG a non-significant deterioration was detected over the first 14 weeks after surgery. After participation in the 12 weeks rehabilitation program, an increase in HRQoL was seen, without reaching the same level as the early group. CONCLUSION: Analyses of the seven domain scores obtained using FACT-L and FACT-G reflect the importance of starting exercise early after surgery since the ERG avoid a temporary decrease in HRQoL. It is therefore recommended to start up a structured rehabilitation program 14 days after surgery, containing high intensity interval training and strength exercise twice a week for 12 weeks.


Asunto(s)
Neoplasias Pulmonares , Calidad de Vida , Ejercicio Físico , Terapia por Ejercicio , Humanos , Neoplasias Pulmonares/cirugía , Encuestas y Cuestionarios
14.
Int J Cardiol ; 299: 276-281, 2020 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-31281044

RESUMEN

BACKGROUND: Although the descending aortic diameter is larger in smokers, data about thoracic aortic growth is missing. Our aim is to present the distribution of thoracic aortic growth in smokers and to compare it with literature of the general population. METHODS: Current and ex-smokers aged 50-70 years from the longitudinal Danish Lung Cancer Screening Trial, were included. Mean and 95th percentile of annual aortic growth of the ascending aortic (AA) and descending aortic (DA) diameters were calculated with the first and last non-contrast computed tomography scans during follow-up. Determinants of change in aortic diameter over time were investigated with linear mixed models. RESULTS: A total of 1987 participants (56% male, mean age 57.4 ±â€¯4.8 years) were included. During a median follow-up of 48 months, mean AA and DA growth rates were comparable between males (AA 0.12 ±â€¯0.31 mm/year and DA 0.10 ±â€¯0.30 mm/year) and females (AA 0.11 ±â€¯0.29 mm/year and DA 0.13 ±â€¯0.27 mm/year). The 95th percentile ranged from 0.42 to 0.47 mm/year, depending on sex and location. Aortic growth was comparable between current and ex-smokers and aortic growth was not associated with pack-years. Our findings are consistent with aortic growth rates of 0.08 to 0.17 mm/years in the general population. Larger aortic growth was associated with lower age, increased height, absence of medication for hypertension or hypercholesterolemia and lower Agatston scores. CONCLUSIONS: This longitudinal study of smokers in the age range of 50-70 years shows that ascending and descending aortic growth is approximately 0.1 mm/year and is consistent with growth in the general population.


Asunto(s)
Aorta Torácica , Detección Precoz del Cáncer/estadística & datos numéricos , Neoplasias Pulmonares , Tomografía Computarizada Multidetector/métodos , Cuidados Posteriores/estadística & datos numéricos , Aorta Torácica/diagnóstico por imagen , Aorta Torácica/patología , Interpretación Estadística de Datos , Dinamarca , Detección Precoz del Cáncer/métodos , Ex-Fumadores/estadística & datos numéricos , Femenino , Humanos , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/epidemiología , Masculino , Persona de Mediana Edad , Países Bajos , Tamaño de los Órganos , Radiografía Torácica/métodos , Radiografía Torácica/estadística & datos numéricos , Fumadores/estadística & datos numéricos , Fumar/epidemiología
15.
Med Phys ; 46(10): 4431-4440, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31306486

RESUMEN

PURPOSE: In this work, we adapt a method based on multiple hypothesis tracking (MHT) that has been shown to give state-of-the-art vessel segmentation results in interactive settings, for the purpose of extracting trees. METHODS: Regularly spaced tubular templates are fit to image data forming local hypotheses. These local hypotheses are then used to construct the MHT tree, which is then traversed to make segmentation decisions. Some critical parameters in the method, we base ours on, are scale-dependent and have an adverse effect when tracking structures of varying dimensions. We propose to use statistical ranking of local hypotheses in constructing the MHT tree which yields a probabilistic interpretation of scores across scales and helps alleviate the scale dependence of MHT parameters. This enables our method to track trees starting from a single seed point. RESULTS: The proposed method is evaluated on chest computed tomography data to extract airway trees and coronary arteries and compared to relevant baselines. In both cases, we show that our method performs significantly better than the Original MHT method in semiautomatic setting. CONCLUSIONS: The statistical ranking of local hypotheses introduced allows the MHT method to be used in noninteractive settings yielding competitive results for segmenting tree structures.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Tomografía Computarizada por Rayos X , Angiografía por Tomografía Computarizada , Vasos Coronarios/diagnóstico por imagen , Humanos , Imagenología Tridimensional , Dosis de Radiación , Tórax/diagnóstico por imagen
16.
IEEE Trans Med Imaging ; 38(7): 1559-1568, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-30605096

RESUMEN

Optimal surface methods are a class of graph cut methods posing surface estimation as an n-ary ordered labeling problem. They are used in medical imaging to find interacting and layered surfaces optimally and in low order polynomial time. Representing continuous surfaces with discrete sets of labels, however, leads to discretization errors and, if graph representations are made dense, excessive memory usage. Limiting memory usage and computation time of graph cut methods are important and graphs that locally adapt to the problem has been proposed as a solution. Min-marginal energies computed using dynamic graph cuts offer a way to estimate solution uncertainty and these uncertainties have been used to decide where graphs should be adapted. Adaptive graphs, however, introduce extra parameters, complexity, and heuristics. We propose a way to use min-marginal energies to estimate continuous solution labels that does not introduce extra parameters and show empirically on synthetic and medical imaging datasets that it leads to improved accuracy. The increase in accuracy was consistent and in many cases comparable with accuracy otherwise obtained with graphs up to eight times denser, but with proportionally less memory usage and improvements in computation time.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Algoritmos , Arterias Carótidas/diagnóstico por imagen , Humanos , Pulmón/diagnóstico por imagen , Imagen por Resonancia Magnética , Temperatura , Tomografía Computarizada por Rayos X
17.
Respir Med ; 136: 77-82, 2018 03.
Artículo en Inglés | MEDLINE | ID: mdl-29501250

RESUMEN

OBJECTIVE: The aim of this study was to investigate whether smokers with incidental findings of interstitial lung abnormalities have an increased mortality during long-term follow-up, and review the contributing causes of death. METHODS: Baseline CT scans of 1990 participants from the Danish Lung Cancer Screening Trial were qualitatively assessed for predefined interstitial lung abnormalities of any severity. Inclusion criteria for this lung cancer screening trial included current or former smoking, > 20 pack-years, and age 50-70 years. Patients were followed up for up to 12 years. RESULTS: We found interstitial lung abnormalities in 332 participants (16.7%). Interstitial lung abnormalities were associated with increased all-cause mortality in the full cohort (HR: 2.0, 95% CI: 1.4-2.7, P < 0.001) and in lung cancer-free participants (HR: 1.6, 95% CI: 1.1-2.4, P = 0.007). The findings were associated with death from lung cancer (HR: 3.2, 95% CI: 1.7-6.2, P < 0.001) and non-pulmonary malignancies (HR: 2.1, 95% CI: 1.1-4.0, P = 0.02). Participants with fibrotic and non-fibrotic interstitial lung abnormalities had similar survival. CONCLUSION: Interstitial lung abnormalities were common in this lung cancer screening population of relatively healthy smokers and were associated with mortality regardless of the interstitial morphological phenotype. The increased mortality was partly due to an association with lung cancer and non-pulmonary malignancies.


Asunto(s)
Enfermedades Pulmonares Intersticiales/mortalidad , Fumar/mortalidad , Distribución por Edad , Anciano , Causas de Muerte , Dinamarca/epidemiología , Femenino , Volumen Espiratorio Forzado/fisiología , Humanos , Enfermedades Pulmonares Intersticiales/fisiopatología , Neoplasias Pulmonares/mortalidad , Neoplasias Pulmonares/fisiopatología , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Sistema de Registros , Fumar/fisiopatología , Tomografía Computarizada por Rayos X , Capacidad Vital/fisiología
18.
Integr Cancer Ther ; 17(2): 388-400, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-27698263

RESUMEN

INTRODUCTION: Surgical resection in patients with non-small cell lung cancer (NSCLC) may be associated with significant morbidity, functional limitations, and decreased quality of life. OBJECTIVES: The objective is to present health-related quality of life (HRQoL) changes over time before and 1 year after surgery in patients with NSCLC participating in a rehabilitation program. METHODS: Forty patients with NSCLC in disease stage I to IIIa, referred for surgical resection at the Department of Cardiothoracic Surgery RT, Rigshospitalet, were included in the study. The rehabilitation program comprised supervised group exercise program, 2 hours weekly for 12 weeks, combined with individual counseling. The study endpoints were self-reported HRQoL (Functional Assessment of Cancer Therapy-Lung, European Organization for Research and Treatment in Cancer-Quality of Life Questionnaire-QLQ-C30, Short-Form-36) and self-reported distress, anxiety, depression, and social support (National Comprehensive Cancer Network Distress Thermometer, Hospital Anxiety and Depression Scale, Multidimensional Scale of Perceived Social Support), measured presurgery, postintervention, 6 months, and 1 year after surgery. RESULTS: Forty patients were included, 73% of whom completed rehabilitation. Results on emotional well-being ( P < .0001), global quality of life ( P = .0032), and mental health component score ( P = .0004) showed an overall statistically significant improvement during the study. CONCLUSION: This feasibility study demonstrated that global quality of life, mental health, and emotional well-being improved significantly during the study, from time of diagnosis until 1 year after resection, in patients with NSCLC participating in rehabilitation.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/psicología , Neoplasias Pulmonares/psicología , Neoplasias Pulmonares/rehabilitación , Calidad de Vida/psicología , Adulto , Anciano , Anciano de 80 o más Años , Ansiedad/psicología , Carcinoma de Pulmón de Células no Pequeñas/rehabilitación , Depresión/psicología , Emociones/fisiología , Ejercicio Físico/psicología , Terapia por Ejercicio/métodos , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias/métodos , Apoyo Social , Encuestas y Cuestionarios
19.
Lung Cancer ; 126: 125-132, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30527176

RESUMEN

INTRODUCTION: Little is known about the optimal amount and timing of exercise strain in concern of the operation wound and with regard improvement of physical function and quality of life (QOL) after surgery for lung cancer. On this background, we decided to investigate the effect of early vs. late initiated postoperative rehabilitation in patients with operable lung cancer on exercise capacity, functional capacity, muscle strength, and QOL. METHODS: The study was designed as a two-armed randomized controlled trial with randomization to either early initiated postoperative rehabilitation (14 days after surgery (ERG)) or a control arm with late initiated postoperative rehabilitation (14 weeks after surgery (LRG)). The primary endpoint was a change in maximum oxygen consumption (VO2peak) from baseline to post intervention 26 weeks following lung resection. Fatigue was measured with EORTC QLQ C30 LC13. RESULTS: From April 2013 to June 2016, 582 patients with operable NSCLC were screened for eligibility. With 119 patients randomized in the early rehabilitation group (ERG) and 116 randomized to late rehabilitation group (LRG). There was no significant difference from baseline to 26 weeks between ERG and LRG (p = 0.926). There was a significant difference from baseline to 14 weeks between groups (p = 0.0018). There was a significant difference from 14 weeks to 26 weeks between the two groups (p < 0.001). We found no significant differences in QOL but we found a significant difference between ERG and LRG from baseline to 14 weeks in fatigue level in favour of ERG. CONCLUSION: This is the first randomized controlled trial to investigate the effects of early vs. late initiated postoperative rehabilitation in patients with lung cancer. There is no difference in the commencement (early vs. late) of a postoperative exercise program for patients with lung cancer on exercise capacity. But to reduce fatigue patients should be recommended to initiate early exercise programs.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/rehabilitación , Fatiga/prevención & control , Neoplasias Pulmonares/rehabilitación , Cuidados Posoperatorios/métodos , Anciano , Carcinoma de Pulmón de Células no Pequeñas/complicaciones , Carcinoma de Pulmón de Células no Pequeñas/cirugía , Ejercicio Físico , Terapia por Ejercicio/métodos , Fatiga/complicaciones , Femenino , Humanos , Neoplasias Pulmonares/complicaciones , Neoplasias Pulmonares/cirugía , Masculino , Persona de Mediana Edad , Calidad de Vida , Pruebas de Función Respiratoria , Factores de Tiempo
20.
Integr Cancer Ther ; 15(4): 455-466, 2016 12.
Artículo en Inglés | MEDLINE | ID: mdl-27151595

RESUMEN

Introduction Surgical resection in patients with non-small cell lung cancer (NSCLC) may be associated with significant morbidity, functional limitations, and decreased quality of life. Objectives The safety and feasibility of a preoperative and early postoperative rehabilitation program in patients operated for NSCLC was determined in a nonhospital setting, with focus on high-intensity interval exercise. Methods Forty patients with biopsy-proven NSCLC stages I to IIIa referred for surgical resection at the Department of Cardiothoracic Surgery RT, Rigshospitalet, University of Copenhagen, were randomly assigned to 1 of 4 groups (3 intervention groups and 1 control group). The preoperative intervention consisted of a home-based exercise program, while the postoperative exercise program comprised a supervised group exercise program involving resistance and high-intensity interval cardiorespiratory exercise 2 hours weekly for 12 weeks combined with individual counseling. The study endpoints were inclusion rate, adherence, and number of adverse events. Results Forty patients (of 124 screened; 32%) were included and randomized into the 4 groups. The postoperative exercise was completed by 73% of the patients randomized to this intervention. No adverse events were observed, indicating that the early postoperative exercise program is safe. The preoperative home-based exercise program was not feasible due to interfering diagnostic procedures and fast-track surgery that left only 1 to 2 weeks between diagnosis and surgery. Conclusion The early postoperative exercise program for patients with NSCLC was safe and feasible, but in a fast-track set up, a preoperative home-based exercise program was not feasible for this population.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas/rehabilitación , Carcinoma de Pulmón de Células no Pequeñas/cirugía , Neoplasias Pulmonares/rehabilitación , Neoplasias Pulmonares/cirugía , Periodo Perioperatorio/rehabilitación , Adulto , Anciano , Anciano de 80 o más Años , Ejercicio Físico/fisiología , Terapia por Ejercicio/métodos , Estudios de Factibilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Calidad de Vida
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