9 research outputs found
Sex differences in mortality in patients with COPD
Little is known about survival and clinical prognostic factors in females with chronic
obstructive pulmonary disease (COPD). The aim of the present study was to determine the
survival difference between males and females with COPD and to compare the value of the
different prognostic factors for the disease.
In total, 265 females and 272 males with COPD matched at baseline by BODE (body mass index,
airflow obstruction, dyspnoea, exercise capacity) and American Thoracic Society/European
Respiratory Society/Global Initiative of Chronic Obstructive Lung Disease criteria were
prospectively followed. Demographics, lung function, St George’s Respiratory Questionnaire,
BODE index, the components of the BODE index and comorbidity were determined. Survival was
documented and sex differences were determined using Kaplan–Meier analysis. The strength of
the association of the studied variables with mortality was determined using multivariate and
receiver operating curves analysis.
All-cause (40 versus 18%) and respiratory mortality (24 versus 10%) were higher in males than
females. Multivariate analysis identified the BODE index in females and the BODE index and
Charlson comorbidity score in males as the best predictors of mortality. The area under the curve
of the BODE index was a better predictor of mortality than the forced expiratory volume in one
second for both sexes.
At similar chronic obstructive pulmonary disease severity by BODE index and forced expiratory
volume in one second, females have significantly better survival than males. For both sexes the
BODE index is a better predictor of survival than the forced expiratory volume in one second
Plasma metabolomics and clinical predictors of survival differences in COPD patients
Background: Plasma metabolomics profile (PMP) in COPD has been associated with clinical characteristics, but PMP’s relationship to survival has not been reported. We determined PMP differences between patients with COPD who died an average of 2 years after enrollment (Non-survivors, NS) compared to those who survived (S) and also with age matched controls (C).
Methods: We studied prospectively 90 patients with severe COPD and 30 controls. NS were divided in discovery and validation cohorts (30 patients each) and the results compared to the PMP of 30 S and C. All participants completed lung function tests, dyspnea scores, quality of life, exercise capacity, BODE index, and plasma metabolomics by liquid and gas chromatography / mass spectometry (LC/MS, LC/MS2 , GC/MS). Statistically, we used Random Forest Analysis (RFA) and Support Vector Machine (SVM) to determine metabolites that differentiated the 3 groups and compared the ability of metabolites vs. clinical characteristics to classify patients into survivors and non-survivors.
Results: There were 79 metabolites statistically different between S and NS [p < 0.05 and false discovery rate (q value) < 0.1]. RFA and SVM classification of COPD survivors and non-survivors had a predicted accuracy of 74 and 85% respectively. Elevation of tricyclic acid cycle intermediates branched amino acids depletion and increase in lactate, fructose and xylonate showed the most relevant differences between S vs. NS suggesting alteration in mitochondrial oxidative energy generation. PMP had similar predictive power for risk of death as information provided by clinical characteristics.
Conclusions: A plasma metabolomic profile characterized by an oxidative energy production difference between survivors and non-survivors was observed in COPD patients 2 years before death
Chronic obstructive pulmonary disease (COPD) as a disease of early aging: evidence from the epiChron cohort
Background: Aging is an important risk factor for most chronic diseases. Patients with COPD develop more comorbidities than non-COPD subjects. We hypothesized that the development of comorbidities characteristically affecting the elderly occur at an earlier age in subjects with the diagnosis of COPD.
Methods and findings: We included all subjects carrying the diagnosis of COPD (n = 27,617), and a similar number of age and sex matched individuals without the diagnosis, extracted from the 727,241 records of individuals 40 years and older included in the EpiChron Cohort (Aragon, Spain). We compared the cumulative number of comorbidities, their prevalence and the mortality risk between both groups. Using network analysis, we explored the connectivity between comorbidities and the most influential comorbidities in both groups. We divided the groups into 5 incremental age categories and compared their comorbidity networks. We then selected those comorbidities known to affect primarily the elderly and compared their prevalence across the 5 age groups. In addition, we replicated the analysis in the smokers' subgroup to correct for the confounding effect of cigarette smoking. Subjects with COPD had more comorbidities and died at a younger age compared to controls. Comparison of both cohorts across 5 incremental age groups showed that the number of comorbidities, the prevalence of diseases characteristic of aging and network's density for the COPD group aged 56-65 were similar to those of non-COPD 15 to 20 years older. The findings persisted after adjusting for smoking.
Conclusion: Multimorbidity increases with age but in patients carrying the diagnosis of COPD, these comorbidities are seen at an earlier age
Somatotypes trajectories during adulthood and their association with COPD phenotypes
Rationale: Chronic obstructive pulmonary disease (COPD) comprises distinct phenotypes, all
characterised by airflow limitation.
Objectives: We hypothesised that somatotype changes – as a surrogate of adiposity – from early adulthood
follow different trajectories to reach distinct phenotypes.
Methods: Using the validated Stunkard’s Pictogram, 356 COPD patients chose the somatotype that best
reflects their current body build and those at ages 18, 30, 40 and 50 years. An unbiased group-based
trajectory modelling was used to determine somatotype trajectories. We then compared the current
COPD-related clinical and phenotypic characteristics of subjects belonging to each trajectory.
Measurements and main results: At 18 years of age, 88% of the participants described having a lean or
medium somatotype (estimated body mass index (BMI) between 19 and 23 kg·m−2
) while the other 12% a
heavier somatotype (estimated BMI between 25 and 27 kg·m−2
). From age 18 onwards, five distinct
trajectories were observed. Four of them demonstrating a continuous increase in adiposity throughout
adulthood with the exception of one, where the initial increase was followed by loss of adiposity after age
40. Patients with this trajectory were primarily females with low BMI and DLCO (diffusing capacity of the
lung for carbon monoxide). A persistently lean trajectory was seen in 14% of the cohort. This group had
significantly lower forced expiratory volume in 1 s (FEV1), DLCO, more emphysema and a worse BODE
(BMI, airflow obstruction, dyspnoea and exercise capacity) score thus resembling the multiple organ loss
of tissue (MOLT) phenotype.
Conclusions: COPD patients have distinct somatotype trajectories throughout adulthood. Those with the
MOLT phenotype maintain a lean trajectory throughout life. Smoking subjects with this lean phenotype in
early adulthood deserve particular attention as they seem to develop more severe COPD
Sex differences in mortality in patients with COPD
Little is known about survival and clinical prognostic factors in females with chronic
obstructive pulmonary disease (COPD). The aim of the present study was to determine the
survival difference between males and females with COPD and to compare the value of the
different prognostic factors for the disease.
In total, 265 females and 272 males with COPD matched at baseline by BODE (body mass index,
airflow obstruction, dyspnoea, exercise capacity) and American Thoracic Society/European
Respiratory Society/Global Initiative of Chronic Obstructive Lung Disease criteria were
prospectively followed. Demographics, lung function, St George’s Respiratory Questionnaire,
BODE index, the components of the BODE index and comorbidity were determined. Survival was
documented and sex differences were determined using Kaplan–Meier analysis. The strength of
the association of the studied variables with mortality was determined using multivariate and
receiver operating curves analysis.
All-cause (40 versus 18%) and respiratory mortality (24 versus 10%) were higher in males than
females. Multivariate analysis identified the BODE index in females and the BODE index and
Charlson comorbidity score in males as the best predictors of mortality. The area under the curve
of the BODE index was a better predictor of mortality than the forced expiratory volume in one
second for both sexes.
At similar chronic obstructive pulmonary disease severity by BODE index and forced expiratory
volume in one second, females have significantly better survival than males. For both sexes the
BODE index is a better predictor of survival than the forced expiratory volume in one second
Chest CT-assessed comorbidities and all-cause mortality risk in COPD patients in the BODE cohort
Abstract
Background and objective: The availability of chest computed tomography (CT) imaging can help diagnose comorbidities associated with chronic obstructive pulmonary disease (COPD). Their systematic identification and relationship with allcause mortality have not been explored. Furthermore, whether their CT-detected prevalence differs from clinical diagnosis is unknown.
Methods: The prevalence of 10 CT-assessed comorbidities was retrospectively determined at baseline in 379 patients (71% men) with mild to severe COPD attending pulmonary clinics. Anthropometrics, smoking history, dyspnoea, lung function, exercise capacity, BODE (BMI, Obstruction, Dyspnoea and Exercise capacity) index and exacerbations rate were recorded. The prevalence of CT-determined comorbidities was compared with that recorded clinically. Over a median of 78 months of observation, the independent association with all-cause mortality was analysed. A ‘CT-comorbidome’ graphically expressed the strength of their association with mortality risk.
Results: Coronary artery calcification, emphysema and bronchiectasis were the most
prevalent comorbidities (79.8%, 62.7% and 33.9%, respectively). All were underdiagnosed before CT. Coronary artery calcium (hazard ratio [HR] 2.09; 95% CI 1.03–4.26, p = 0.042), bronchiectasis (HR 2.12; 95% CI 1.05–4.26, p = 0.036) and low psoas muscle density (HR 2.61; 95% CI 1.23–5.57, p = 0.010) were independently associated
with all-cause mortality and helped define the ‘CT-comorbidome’.
Conclusion: This study of COPD patients shows that systematic detection of
10 CT-diagnosed comorbidities, most of which were not detected clinically, provides
information of potential use to patients and clinicians caring for them
Psoas muscle density evaluated by chest CT and long-term mortality in COPD patients
Rationale: Poor muscle quality in COPD patients relates to exercise intolerance and mortality. Muscle
quality can be estimated on computed tomography (CT) by estimating psoas density (PsD). We tested
the hypothesis that PsD is lower in COPD patients than in controls and relates to all-cause mortality.
Methods: At baseline, PsD was measured using axial low-dose chest CT images in 220 COPD patients,
80% men, who were 65 ± 8 years old with mild to severe airflow limitation and in a control group of 58
subjects matched by age, sex, body mass index (BMI) and body surface area (BSA). COPD patients were
prospectively followed for 76.5 (48–119) months. Anthropometrics, smoking history, BMI, dyspnoea,
lung function, exercise capacity, BODE index and exacerbations history were recorded. Cox proportional
risk analysis determined the factors more strongly associated with long-term mortality.
Results: PsD was lower in COPD patients than in controls (40.5 vs 42.5, p = 0.045). During the follow-up,
54 (24.5%) deaths occurred in the COPD group. PsD as well as age, sex, pack-year history, FEV1%, 6MWD,
mMRC, BODE index, were independently associated with mortality. Multivariate analysis showed that
age (HR 1.06; 95% CI 1.02–1.12, p = 0.006) and CT-assessed PsD (HR 0.97; 95%CI 0.94–0.99, p = 0.023) were
the variables independently associated with all-cause mortality.
Conclusions: In COPD patients with mild to severe airflow limitation, chest CT-assessed psoas muscle
density was lower than in matched controls and independently associated with long-term mortality.
Muscle quality using the easy to evaluate psoas muscle density from chest CT may provide clinicians
with important prognostic information in COPD.Justificación: La baja calidad muscular de los pacientes con enfermedad pulmonar obstructiva crónica
(EPOC) se relaciona con la intolerancia al ejercicio y la mortalidad. La calidad del músculo puede estimarse mediante tomografía computarizada (TC) evaluando la densidad del psoas (PsD). Consideramos la
hipótesis de que la PsD es menor en los pacientes con EPOC que en los controles y que se relaciona con la
mortalidad por todas las causas.
Métodos: Al inicio se midió la PsD utilizando las imágenes de TC axial de tórax de baja dosis en 220
pacientes con EPOC, el 80% hombres, de 65 ± 8 anos ˜ con limitación del flujo aéreo leve a grave y en un
grupo control de 58 sujetos emparejados por edad, sexo, índice de masa corporal(IMC) y área de superficie
corporal (ASC). Realizamos el seguimiento de los pacientes con EPOC de forma prospectiva durante 76,5
(48-119) meses. Se registraron los datos antropométricos, el historial de tabaquismo, el IMC, la disnea,
la función pulmonar, la capacidad de ejercicio, el índice BODE y el historial de exacerbaciones. El análisis
de riesgos proporcionales de Cox determinó los factores con mayor asociación con la mortalidad a largo
plazo.
Resultados: La PsD fue menor en los pacientes con EPOC que en los controles (40,5 vs. 42,5, p = 0,045).
Durante el seguimiento, se dieron 54 (24,5%) fallecimientos en el grupo EPOC. Tanto la PsD como la edad,
el sexo, el historial de paquetes por ano, ˜ el FEV1%, la PC6M, la mMRC y el índice BODE se asociaron de
forma independiente con la mortalidad.
El análisis multivariante mostró que la edad (HR 1,06; IC 95% 1,02-1,12, p = 0,006) y la PsD evaluada
mediante TC (HR 0,97; IC 95% 0,94-0,99, p = 0,023) fueron variables asociadas de manera independiente
con la mortalidad por todas las causas.
Conclusiones: En los pacientes con EPOC y limitación al flujo aéreo leve a grave, la densidad del músculo
psoas evaluada mediante TC de tórax fue menor que en los controles emparejados y se asoció de forma
independiente con la mortalidad a largo plazo. La calidad muscular, evaluada fácilmente utilizando la densidad muscular del psoas valorada mediante TC torácico, puede proporcionarles a los clínicos información
relevante respecto a la prognosis en la EPOC
Chronic obstructive pulmonary disease (COPD) as a disease of early aging: evidence from the epiChron cohort
Background: Aging is an important risk factor for most chronic diseases. Patients with COPD develop more comorbidities than non-COPD subjects. We hypothesized that the development of comorbidities characteristically affecting the elderly occur at an earlier age in subjects with the diagnosis of COPD.
Methods and findings: We included all subjects carrying the diagnosis of COPD (n = 27,617), and a similar number of age and sex matched individuals without the diagnosis, extracted from the 727,241 records of individuals 40 years and older included in the EpiChron Cohort (Aragon, Spain). We compared the cumulative number of comorbidities, their prevalence and the mortality risk between both groups. Using network analysis, we explored the connectivity between comorbidities and the most influential comorbidities in both groups. We divided the groups into 5 incremental age categories and compared their comorbidity networks. We then selected those comorbidities known to affect primarily the elderly and compared their prevalence across the 5 age groups. In addition, we replicated the analysis in the smokers' subgroup to correct for the confounding effect of cigarette smoking. Subjects with COPD had more comorbidities and died at a younger age compared to controls. Comparison of both cohorts across 5 incremental age groups showed that the number of comorbidities, the prevalence of diseases characteristic of aging and network's density for the COPD group aged 56-65 were similar to those of non-COPD 15 to 20 years older. The findings persisted after adjusting for smoking.
Conclusion: Multimorbidity increases with age but in patients carrying the diagnosis of COPD, these comorbidities are seen at an earlier age
Somatotypes trajectories during adulthood and their association with COPD phenotypes
Rationale: Chronic obstructive pulmonary disease (COPD) comprises distinct phenotypes, all
characterised by airflow limitation.
Objectives: We hypothesised that somatotype changes – as a surrogate of adiposity – from early adulthood
follow different trajectories to reach distinct phenotypes.
Methods: Using the validated Stunkard’s Pictogram, 356 COPD patients chose the somatotype that best
reflects their current body build and those at ages 18, 30, 40 and 50 years. An unbiased group-based
trajectory modelling was used to determine somatotype trajectories. We then compared the current
COPD-related clinical and phenotypic characteristics of subjects belonging to each trajectory.
Measurements and main results: At 18 years of age, 88% of the participants described having a lean or
medium somatotype (estimated body mass index (BMI) between 19 and 23 kg·m−2
) while the other 12% a
heavier somatotype (estimated BMI between 25 and 27 kg·m−2
). From age 18 onwards, five distinct
trajectories were observed. Four of them demonstrating a continuous increase in adiposity throughout
adulthood with the exception of one, where the initial increase was followed by loss of adiposity after age
40. Patients with this trajectory were primarily females with low BMI and DLCO (diffusing capacity of the
lung for carbon monoxide). A persistently lean trajectory was seen in 14% of the cohort. This group had
significantly lower forced expiratory volume in 1 s (FEV1), DLCO, more emphysema and a worse BODE
(BMI, airflow obstruction, dyspnoea and exercise capacity) score thus resembling the multiple organ loss
of tissue (MOLT) phenotype.
Conclusions: COPD patients have distinct somatotype trajectories throughout adulthood. Those with the
MOLT phenotype maintain a lean trajectory throughout life. Smoking subjects with this lean phenotype in
early adulthood deserve particular attention as they seem to develop more severe COPD