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1.
BMC Pulm Med ; 24(1): 294, 2024 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-38915049

RESUMEN

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a prevalent and debilitating respiratory condition that imposes a significant healthcare burden worldwide. Accurate staging of COPD severity is crucial for patient management and treatment planning. METHODS: The retrospective study included 530 hospital patients. A lobe-based radiomics method was proposed to classify COPD severity using computed tomography (CT) images. First, we segmented the lung lobes with a convolutional neural network model. Secondly, the radiomic features of each lung lobe are extracted from CT images, the features of the five lung lobes are merged, and the selection of features is accomplished through the utilization of a variance threshold, t-Test, least absolute shrinkage and selection operator (LASSO). Finally, the COPD severity was classified by a support vector machine (SVM) classifier. RESULTS: 104 features were selected for staging COPD according to the Global initiative for chronic Obstructive Lung Disease (GOLD). The SVM classifier showed remarkable performance with an accuracy of 0.63. Moreover, an additional set of 132 features were selected to distinguish between milder (GOLD I + GOLD II) and more severe instances (GOLD III + GOLD IV) of COPD. The accuracy for SVM stood at 0.87. CONCLUSIONS: The proposed method proved that the novel lobe-based radiomics method can significantly contribute to the refinement of COPD severity staging. By combining radiomic features from each lung lobe, it can obtain a more comprehensive and rich set of features and better capture the CT radiomic features of the lung than simply observing the lung as a whole.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica , Índice de Severidad de la Enfermedad , Máquina de Vectores de Soporte , Tomografía Computarizada por Rayos X , Humanos , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico por imagen , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Tomografía Computarizada por Rayos X/métodos , Estudios Retrospectivos , Masculino , Femenino , Persona de Mediana Edad , Anciano , Pulmón/diagnóstico por imagen , Pulmón/patología , Redes Neurales de la Computación , Radiómica
2.
Respir Med ; 230: 107679, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38797345

RESUMEN

The Lancet Commissions on COPD recommended a new classification based on five main risk factors. Patients with COPD were prospectively enrolled in a Korean COPD subgroup study cohort between April 2012 and June 2022. Patients were classified according to the etiologies (Type 1: Genetically determined (COPD-G), Type 2: Abnormal lung development (COPD-D), Type 3: Infections (COPD-I), Type 4: Cigarette smoking (COPD-C), Type 5: Biomass and pollution (COPD-P)). The database enrolled 3476 patients. Among 3392 patients, 52 (2 %), 1339 (39 %), 2930 (86 %), and 2221 (65 %) were compatible with type 2 (COPD-D), 3 (COPD-I), 4 (COPD-C), and 5 (COPD-P), respectively. Most patients (71 %, 2405) had multiple risk factors contributing to their COPD. However, 93, 712, and 182 patients had only type 3 (COPD-I), 4 (COPD-C), and 5 (COPD-P), respectively. Type 3 (COPD-I) only patients were significantly younger, more often female, and had lower lung function. Both the rate and frequency of severe exacerbations were significantly higher in type 3 (COPD-I) only patients (p = 0.038 and p = 0.048, respectively). Compared with type 5 (COPD-P) only, type 3 (COPD-I) only was significantly associated with the risk of severe exacerbation (Odds ratio, 5.7 [95 % CI, 1.0-32.4]; P = 0.049, incident rate ratio, 8.7 [95 % CI, 1.7-44.0]; P = 0.009). Many patients were affected by multiple factors. Therefore, it is important to consider not only smoking history, but also other potential risk factors when evaluating patients with COPD. Further research is needed to explore the implications of this new COPD classification system for clinical practice and treatment strategies.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Humanos , República de Corea/epidemiología , Factores de Riesgo , Femenino , Masculino , Anciano , Persona de Mediana Edad , Estudios de Cohortes , Fumar Cigarrillos/epidemiología , Fumar Cigarrillos/efectos adversos , Estudios Prospectivos , Biomasa , Progresión de la Enfermedad , Factores de Edad , Factores Sexuales
4.
JAMA ; 327(2): 151-160, 2022 01 11.
Artículo en Inglés | MEDLINE | ID: mdl-35015039

RESUMEN

Importance: Most of the global morbidity and mortality in chronic obstructive pulmonary disease (COPD) occurs in low- and middle-income countries (LMICs), with significant economic effects. Objective: To assess the discriminative accuracy of 3 instruments using questionnaires and peak expiratory flow (PEF) to screen for COPD in 3 LMIC settings. Design, Setting, and Participants: A cross-sectional analysis of discriminative accuracy, conducted between January 2018 and March 2020 in semiurban Bhaktapur, Nepal; urban Lima, Peru; and rural Nakaseke, Uganda, using a random age- and sex-stratified sample of the population 40 years or older. Exposures: Three screening tools, the COPD Assessment in Primary Care to Identify Undiagnosed Respiratory Disease and Exacerbation Risk (CAPTURE; range, 0-6; high risk indicated by a score of 5 or more or score 2-5 with low PEF [<250 L/min for females and <350 L/min for males]), the COPD in LMICs Assessment questionnaire (COLA-6; range, 0-5; high risk indicated by a score of 4 or more), and the Lung Function Questionnaire (LFQ; range, 0-25; high risk indicated by a score of 18 or less) were assessed against a reference standard diagnosis of COPD using quality-assured postbronchodilator spirometry. CAPTURE and COLA-6 include a measure of PEF. Main Outcomes and Measures: The primary outcome was discriminative accuracy of the tools in identifying COPD as measured by area under receiver operating characteristic curves (AUCs) with 95% CIs. Secondary outcomes included sensitivity, specificity, positive predictive value, and negative predictive value. Results: Among 10 709 adults who consented to participate in the study (mean age, 56.3 years (SD, 11.7); 50% female), 35% had ever smoked, and 30% were currently exposed to biomass smoke. The unweighted prevalence of COPD at the 3 sites was 18.2% (642/3534 participants) in Nepal, 2.7% (97/3550) in Peru, and 7.4% (264/3580) in Uganda. Among 1000 COPD cases, 49.3% had clinically important disease (Global Initiative for Chronic Obstructive Lung Disease classification B-D), 16.4% had severe or very severe airflow obstruction (forced expiratory volume in 1 second <50% predicted), and 95.3% of cases were previously undiagnosed. The AUC for the screening instruments ranged from 0.717 (95% CI, 0.677-0.774) for LFQ in Peru to 0.791 (95% CI, 0.770-0.809) for COLA-6 in Nepal. The sensitivity ranged from 34.8% (95% CI, 25.3%-45.2%) for COLA-6 in Nepal to 64.2% (95% CI, 60.3%-67.9%) for CAPTURE in Nepal. The mean time to administer the instruments was 7.6 minutes (SD 1.11), and data completeness was 99.5%. Conclusions and Relevance: This study demonstrated that screening instruments for COPD were feasible to administer in 3 low- and middle-income settings. Further research is needed to assess instrument performance in other low- and middle-income settings and to determine whether implementation is associated with improved clinical outcomes.


Asunto(s)
Países en Desarrollo , Ápice del Flujo Espiratorio , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Encuestas y Cuestionarios , Adulto , Obstrucción de las Vías Aéreas/epidemiología , Estudios Transversales , Estudios de Factibilidad , Femenino , Volumen Espiratorio Forzado , Humanos , Masculino , Persona de Mediana Edad , Nepal/epidemiología , Perú/epidemiología , Valor Predictivo de las Pruebas , Prevalencia , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Curva ROC , Estándares de Referencia , Sensibilidad y Especificidad , Fumar/epidemiología , Espirometría/métodos , Contaminación por Humo de Tabaco/estadística & datos numéricos , Uganda/epidemiología
5.
Sci Rep ; 12(1): 757, 2022 01 14.
Artículo en Inglés | MEDLINE | ID: mdl-35031681

RESUMEN

To estimate the severity of the disease in outpatients with chronic obstructive pulmonary disease (COPD) in Hunan Province, China and use the subgroup analysis to evaluate the reliability of the new comprehensive evaluation of Global Initiative for Chronic Obstructive Lung Disease (GOLD). COPD outpatients from 12 medical centers in Hunan Province, China were stratified into groups A-D, and group D patients were further stratified into subgroups D1-D3 according to the GOLD 2016 and 2019 comprehensive assessment. Demography, clinical characteristics and medications were compared among groups. In 1017 COPD outpatients, the distribution from group A to D and subgroup D1 to D3 was 41 (4.0%), 249 (24.5%), 17 (1.7%), 710 (69.8%) and 214 (30.2%), 204 (28.7%), 292 (41.1%), according to GOLD 2016. In terms of demographic and clinical characteristics related to A-D groups, there was a significant difference in COPD assessment test (CAT), modified Medical British Research Council (mMRC), the clinical COPD questionnaire(CCQ), age, BMI, education level, smoking history, comorbidities, the course of chronic bronchitis/emphysema, number of exacerbations/hospitalisations in the previous year, treatment protocols, forced expiratory volume in one second (FEV1) % predicted, and FEV1/forced vital capacity (FVC) (p < 0.01). Furthermore, some patients in groups C-D regrouped to groups A-B were all C1 and D1 subgroups according to GOLD 2019. Comparing subgroup D1 with group B, subgroup D2 and subgroup D3, it was found that the demography, clinical characteristics and medications of subgroup D1 were the closest to group B, according to GOLD 2016 (p < 0.01). The disease severity of outpatients with COPD in Hunan Province was more pronounced in group B and D and patients in groups A-D had different demography, clinical characteristics and medications. Subgroup analysis can explain to a certain extent that GOLD2019's new comprehensive assessment is more reliable than GOLD 2016.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Anciano , China , Estudios Transversales , Femenino , Volumen Espiratorio Forzado , Humanos , Masculino , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Reproducibilidad de los Resultados , Índice de Severidad de la Enfermedad , Encuestas y Cuestionarios , Capacidad Vital
7.
PLoS One ; 16(8): e0255337, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34432807

RESUMEN

Chronic Obstructive Pulmonary Disease (COPD) is the third leading cause of mortality in the United States; however, COPD has heterogeneous clinical phenotypes. This is the first large scale attempt which uses transcriptomics, proteomics, and metabolomics (multi-omics) to determine whether there are molecularly defined clusters with distinct clinical phenotypes that may underlie the clinical heterogeneity. Subjects included 3,278 subjects from the COPDGene cohort with at least one of the following profiles: whole blood transcriptomes (2,650 subjects); plasma proteomes (1,013 subjects); and plasma metabolomes (1,136 subjects). 489 subjects had all three contemporaneous -omics profiles. Autoencoder embeddings were performed individually for each -omics dataset. Embeddings underwent subspace clustering using MineClus, either individually by -omics or combined, followed by recursive feature selection based on Support Vector Machines. Clusters were tested for associations with clinical variables. Optimal single -omics clustering typically resulted in two clusters. Although there was overlap for individual -omics cluster membership, each -omics cluster tended to be defined by unique molecular pathways. For example, prominent molecular features of the metabolome-based clustering included sphingomyelin, while key molecular features of the transcriptome-based clusters were related to immune and bacterial responses. We also found that when we integrated the -omics data at a later stage, we identified subtypes that varied based on age, severity of disease, in addition to diffusing capacity of the lungs for carbon monoxide, and precent on atrial fibrillation. In contrast, when we integrated the -omics data at an earlier stage by treating all data sets equally, there were no clinical differences between subtypes. Similar to clinical clustering, which has revealed multiple heterogenous clinical phenotypes, we show that transcriptomics, proteomics, and metabolomics tend to define clusters of COPD patients with different clinical characteristics. Thus, integrating these different -omics data sets affords additional insight into the molecular nature of COPD and its heterogeneity.


Asunto(s)
Perfilación de la Expresión Génica/métodos , Metabolómica/métodos , Proteómica/métodos , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Factores de Edad , Anciano , Análisis por Conglomerados , Bases de Datos Factuales , Femenino , Regulación de la Expresión Génica , Redes Reguladoras de Genes , Humanos , Masculino , Persona de Mediana Edad , Fenotipo , Enfermedad Pulmonar Obstructiva Crónica/sangre , Enfermedad Pulmonar Obstructiva Crónica/genética , Máquina de Vectores de Soporte
8.
BMC Pulm Med ; 21(1): 216, 2021 Jul 09.
Artículo en Inglés | MEDLINE | ID: mdl-34243744

RESUMEN

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a multifactorial clinical condition, characterized by chronic progressive (or worsening) respiratory symptoms, structural pulmonary abnormalities, and impaired lung function, and is often accompanied by multiple, clinically significant comorbid disorders. In 2017, the Global Initiative for Chronic Obstructive Lung Disease (GOLD) issued a new report on COPD prevention, diagnosis and management, aiming at personalizing the maintenance therapeutic approach of the stable disease, based on the patients' symptoms and history of exacerbations (ABCD assessment approach). Our objective was to evaluate the implementation of GOLD suggestions in everyday clinical practice in Greece. METHODS: This was a cross-sectional observational study. Sixty-five different variables (demographics, vital sign measurements, COPD-related medical history parameters, comorbidities, vaccination data, COPD severity based on spirometry measurements, COPD stage based on the ABCD assessment approach, COPD treatments) were collected from 3615 nation-wide COPD patients (Greece). RESULTS: The mean age at the time of initial COPD diagnosis was 63.8 (± 10.2). Almost 60% of the subjects were classified into group B, while the remaining patients were falling into groups A (18%) and D (21%), and only a small minority of patients belonged to Group C, according to the ABCD assessment approach. The compliance of respiratory physicians to the GOLD 2017 therapeutic suggestions is problematic, especially when it comes to COPD patients belonging to Group A. CONCLUSION: Our data provide valuable information regarding the demographic and medical profile of COPD patients in Greece, the domains which the revised ABCD assessment approach may show some clinical significance on, and the necessity for medical practitioners dealing with COPD patients to adhere closer to international recommendations for the proper management of the disease.


Asunto(s)
Progresión de la Enfermedad , Cooperación del Paciente , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Grecia/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Guías de Práctica Clínica como Asunto/normas , Enfermedad Pulmonar Obstructiva Crónica/terapia , Factores de Riesgo , Índice de Severidad de la Enfermedad , Espirometría , Resultado del Tratamiento
9.
Int. j. med. surg. sci. (Print) ; 8(2): 1-12, jun. 2021. tab
Artículo en Español | LILACS | ID: biblio-1284425

RESUMEN

Introducción: La identificación de los fenotipos clínicos son claves en la modulación de la expresión clínica, para un tratamiento integrado de la EPOC. Objetivos: Caracterizar los fenotipos clínicos de la EPOC en los pacientes atendidos en el Hospital Neumológico Benéfico Jurídico. Métodos:Se realizó un estudio observacional descriptivo retrospectivo, en 172 pacientes con diagnóstico de EPOC, en el Hospital Neumológico Benéfico Jurídico durante el año 2017.Resultados: El 38,4 % de los pacientes tenían edad entre 70-79 años. Del total de pacientes, el 54,6 % eran del sexo masculino. El 52,9 % eran fumadores activos y el 41,3 % exfumadores. Aunque las diferencias no fueron significativas, la edad avanzada y el sexo masculino fueron más frecuentes en el fenotipo enfisematoso agudizador y agudizador bronquítico crónico. El tabaquismo activo fue más frecuente en el fenotipo enfisematoso agudizador. Todos los pacientes con el fenotipo agudizador bronquítico crónico tuvieron dos o más exacerbaciones, mientras que el enfisematoso agudizador se relacionó con una severidad grave de la EPOC (46,7 %). Conclusiones: El sexo masculino y la edad avanzada muestran una tendencia a relacionarse con el fenotipo enfisematoso agudizador y agudizador bronquítico crónico, mientras que el tabaquismo activo es más frecuente en el fenotipo enfisematoso agudizador. El fenotipo agudizador bronquítico crónico se relaciona con mayores exacerbaciones y el enfisematoso agudizador con una mayor severidad de la EPOC.


Introduction: The identification of clinical phenotypes are key in the modulation of clinical expression, for an integrated treatment of COPD. Objectives: To characterize the clinical phenotypes of COPD in patients treated at the Hospital Neumológico Benéfico Jurídico. Methods: A retrospective descriptive observational study was carried out in 172 patients with a diagnosis of COPD at the Hospital Neumológico Benéfico Jurídico in 2017. Results: 38.4 % of the patients were between 70-79 years of age. Of the total number of patients, 54.6 % were male. 52.9 % were active smokers and 41.3 % ex-smokers. Although the differences were not significant, advanced age and male sex were more frequent in the exacerbator emphysematous and chronic bronchial exacerbator phenotype. Active smoking was more frequent in the exacerbating emphysematous phenotype. All patients with the chronic bronchial exacerbator phenotype had two or more exacerbations, while exacerbation emphysematous was associated with severe severity of COPD (46.7 %). Conclusions: Male sex and advanced age show a tendency to be related to the exacerbating emphysematous phenotype and chronic bronchitis exacerbator, while active smoking is more frequent in the exacerbating emphysematous phenotype. The chronic bronchitis exacerbator phenotype is related to greater exacerbations and exacerbation emphysematous with a greater severity of COPD


Asunto(s)
Humanos , Masculino , Femenino , Adolescente , Adulto , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Fenotipo , Enfermedad Pulmonar Obstructiva Crónica/genética , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Tabaquismo , Índice de Severidad de la Enfermedad , Estudios Retrospectivos , Análisis de Varianza , Distribución por Sexo , Distribución por Edad , Cuba/epidemiología , Enfermedad Pulmonar Obstructiva Crónica/clasificación
10.
Respir Med ; 184: 106471, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34022503

RESUMEN

AIM: The mortality risk attributable to the classifications of chronic obstructive pulmonary disease (COPD) remains unclear. We investigated the associations of mortality with COPD classifications and reduced lung function in a large longitudinal cohort in Taiwan. METHODS: A total of 388,401 adults (≥25 years of age) were recruited between 1996 and 2016 underwent 834,491 medical examinations including spirometry. We used the Global Initiative for Chronic Obstructive Lung Disease (GOLD) to establish the COPD classifications. A time-dependent Cox regression model was used to investigate the associations between the morality risk and COPD classifications. We also examined the associations between mortality and lung function. RESULTS: The mean age of the participants was 42.1 years, and the median follow-up duration was 16.2 years. We identified 28,283 natural-cause deaths, and the mortality rate was 4.7 per 1,000 person-years. The hazard ratios (HRs) [95%confidence interval (95%CI)] of mortality in the participants with restrictive spirometry pattern and COPD GOLD Ⅰ-Ⅳ were 1.31 (1.27-1.35), 1.18 (1.00-1.39), 1.43 (1.35-1.51), 1.78 (1.66-1.90), and 2.13 (1.94-2.34), respectively, with reference to the participants with normal lung function. The natural-cause mortality risk increased by 33% [HR(95%CI): 1.33 (1.28-1.39)] for participants with COPD. Reduced lung function was also associated with a higher mortality risk. CONCLUSIONS: A more advanced classification of COPD was associated with a greater increase in the mortality risk. Our study suggests that early detection of COPD and slowing the disease progress in patients with COPD are crucial for mortality prevention.


Asunto(s)
Pulmón/fisiopatología , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/mortalidad , Pruebas de Función Respiratoria/métodos , Adulto , Anciano , Femenino , Estudios de Seguimiento , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Riesgo , Espirometría , Factores de Tiempo
11.
Exp Biol Med (Maywood) ; 246(14): 1586-1596, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33957804

RESUMEN

While there is no cure for chronic obstructive pulmonary disease (COPD), its progressive nature and the formidable challenge to manage its symptoms warrant a more extensive study of the pathogenesis and related mechanisms. A new emphasis on COPD study is the change of energy metabolism. For the first time, this study investigated the anaerobic and aerobic energy metabolic pathways in COPD using the metabolomic approach. Metabolomic analysis was used to investigate energy metabolites in 140 COPD patients. The significance of energy metabolism in COPD was comprehensively explored by the Global Initiative for Chronic Obstructive Lung Disease-GOLD grading, acute exacerbation vs. stable phase (either clinical stability or four-week stable phase), age group, smoking index, lung function, and COPD Assessment Test (CAT) score. Through comprehensive evaluation, we found that COPD patients have a significant imbalance in the aerobic and anaerobic energy metabolisms in resting state, and a high tendency of anaerobic energy supply mechanism that correlates positively with disease progression. This study highlighted the significance of anaerobic and low-efficiency energy supply pathways in lung injury and linked it to the energy-inflammation-lung ventilatory function and the motion limitation mechanism in COPD patients, which implies a novel therapeutic direction for this devastating disease.


Asunto(s)
Glucólisis , Metaboloma , Enfermedad Pulmonar Obstructiva Crónica/metabolismo , Adulto , Anciano , Respiración de la Célula , Femenino , Humanos , Masculino , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/patología
12.
N Z Med J ; 134(1530): 76-110, 2021 02 19.
Artículo en Inglés | MEDLINE | ID: mdl-33651780

RESUMEN

The purpose of the Asthma and Respiratory Foundation of New Zealand's COPD Guidelines: Quick Reference Guide is to provide simple, practical, evidence-based recommendations for the diagnosis, assessment, and management of chronic obstructive pulmonary disease (COPD) in clinical practice. The intended users are health professionals responsible for delivering acute and chronic COPD care in community and hospital settings, and those responsible for the training of such health professionals.


Asunto(s)
Atención a la Salud/métodos , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Enfermedad Pulmonar Obstructiva Crónica/terapia , Atención a la Salud/etnología , Fundaciones , Conocimientos, Actitudes y Práctica en Salud , Personal de Salud/educación , Humanos , Nueva Zelanda , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/etnología
13.
Respir Med ; 178: 106310, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33529994

RESUMEN

INTRODUCTION: Since GOLD 2017 separates spirometry results from 'ABCD' groups, there have been some changes to the stages of COPD patients. Our aim was to investigate the shifts in COPD groups after GOLD 2017. METHODS: COPD patients from outpatient clinics of 3 hospitals in Turkey were stratified into old and new ABCD groups according to exacerbation history, mMRC evaluation and spirometry results for both GOLD 2011 and 2017 assessments. Treatment protocols were also evaluated if they were suitable for both classifications. RESULTS: There were 578 patients (334 men, 244 women) with a mean age of 65.21±10.42. The distribution of patients from group A to D was 28%, 15%, 15%, 42% (GOLD 2011) and 36%, 22%, 7% and 35% (GOLD 2017) respectively. There were shifts from group C to A (53.4%) and D to B (18.4%). The treatment suitability was 66.3% in GOLD 2011 and 60.9% in GOLD 2017. The most common inappropriate treatment protocol was triple therapy. Presence of exacerbations in last year, mMRC score, FEV1 level (p < 0.01 for three parameters) and proportion of males (p = 0.029) were statistically significantly higher in groups C and D of GOLD 2017 compared with new patients in group A and B of GOLD 2017 (shifted from GOLD 2011's C-D groups). CONCLUSION: There were shifts from group C to A and D to B with GOLD 2017, which means some high-risk COPD patients were reclassified into low-risk groups. Despite guideline updates, there are still many COPD patients with overtreatment. To our knowledge, this is the first study examining transitions between COPD groups after GOLD 2017 in Turkey.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica/tratamiento farmacológico , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Anciano , Estudios Transversales , Progresión de la Enfermedad , Femenino , Humanos , Masculino , Flujo Espiratorio Máximo , Uso Excesivo de los Servicios de Salud , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Riesgo , Factores Sexuales , Espirometría , Turquía
14.
Sci Rep ; 11(1): 34, 2021 01 08.
Artículo en Inglés | MEDLINE | ID: mdl-33420092

RESUMEN

Chronic obstructive pulmonary disease (COPD) is a respiratory disorder involving abnormalities of lung parenchymal morphology with different severities. COPD is assessed by pulmonary-function tests and computed tomography-based approaches. We introduce a new classification method for COPD grouping based on deep learning and a parametric-response mapping (PRM) method. We extracted parenchymal functional variables of functional small airway disease percentage (fSAD%) and emphysema percentage (Emph%) with an image registration technique, being provided as input parameters of 3D convolutional neural network (CNN). The integrated 3D-CNN and PRM (3D-cPRM) achieved a classification accuracy of 89.3% and a sensitivity of 88.3% in five-fold cross-validation. The prediction accuracy of the proposed 3D-cPRM exceeded those of the 2D model and traditional 3D CNNs with the same neural network, and was comparable to that of 2D pretrained PRM models. We then applied a gradient-weighted class activation mapping (Grad-CAM) that highlights the key features in the CNN learning process. Most of the class-discriminative regions appeared in the upper and middle lobes of the lung, consistent with the regions of elevated fSAD% and Emph% in COPD subjects. The 3D-cPRM successfully represented the parenchymal abnormalities in COPD and matched the CT-based diagnosis of COPD.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica/clasificación , Anciano , Estudios de Casos y Controles , Aprendizaje Profundo , Femenino , Humanos , Imagenología Tridimensional/métodos , Pulmón/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Redes Neurales de la Computación , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico por imagen , Pruebas de Función Respiratoria , Tomografía Computarizada por Rayos X/métodos
16.
Biomedica ; 40(4): 664-672, 2020 12 02.
Artículo en Inglés, Español | MEDLINE | ID: mdl-33275345

RESUMEN

Introduction: Chronic obstructive pulmonary disease (COPD) is a major global health problem causing high morbidity and mortality. Easy to apply, cost-effective, and available COPD severity measures are required in rural areas. Objective: To assess the validity and reliability of the COPD Severity Score (COPDSS) in Colombian patients attended in primary care. Materials and methods: A cross-sectional study was conducted in a sample of 100 patients diagnosed with COPD according to GOLD guidelines. Convergent validity was assessed by correlating the COPDSS results with other important variables such as those assessed through the Chronic Respiratory Disease Questionnaire (CRQ) and the forced expiratory volume in one second (FEV1). Results: The COPDSS showed a significant correlation with the FEV1 (r=-0.33), with the CRQ (r=-0.57) and its dimensions: Dyspnea (r=0.51), fatigue (r=0.53), emotional function (r=0.43), and disease control (r=0.50). The factor analysis identified a single factor with a cumulative variance of 59.1%. The internal consistency analysis showed an adequate Cronbach's alpha of 0.76. Conclusions: The use of the COPDSS as an assessment test for COPD patients in Colombia showed adequate validity, reliability, and easy application in primary care.


Introducción. La enfermedad pulmonar obstructiva crónica (EPOC) es un importante problema de salud mundial con una alta morbimortalidad. Se requiere la medición de la gravedad de la enfermedad mediante una herramienta de fácil aplicación, bajo costo y fácil disponibilidad en áreas rurales. Objetivo. Evaluar la validez y confiabilidad del puntaje de valoración de la gravedad de la EPOC (Chronic Obstructive Pulmonary Disease Severity Score, COPDSS) en una población de atención primaria en Colombia. Materiales y métodos. Se hizo un estudio de corte transversal en una muestra de 100 pacientes con diagnóstico de EPOC según las guías GOLD. La validez concurrente se evaluó correlacionando los resultados del COPDSS con otras variables de importancia como las del cuestionario sobre la enfermedad respiratoria crónica (Chronic Respiratory Disease Questionnaire, CRQ) y el volumen espiratorio forzado en el primer segundo (Forced Expiratory Volume in one second, FEV1). Resultados. El COPDSS presentó una correlación significativa con el FEV1 (r=-0,33), con el CRQ (r=-0,57) y sus dimensiones: disnea (r=0,51), fatiga (r=0,53), función emocional (r=0,43) y control de la enfermedad (r=0,50). En el análisis factorial se determinó un solo factor con una varianza acumulada de 59,1 %. El análisis de coherencia interna mostró un alfa de Cronbach de 0,76, valor este considerado adecuado. Conclusiones. Se observó que el uso del COPDSS como cuestionario de valoración de la gravedad de pacientes con EPOC en Colombia tenía validez y confiabilidad adecuadas y que es de fácil aplicación en la atención primaria.


Asunto(s)
Encuestas Epidemiológicas/estadística & datos numéricos , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Índice de Severidad de la Enfermedad , Anciano , Colombia , Estudios Transversales , Disnea/diagnóstico , Emociones , Fatiga/diagnóstico , Femenino , Volumen Espiratorio Forzado , Hospitalización , Humanos , Masculino , Terapia por Inhalación de Oxígeno , Atención Primaria de Salud , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/tratamiento farmacológico , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Reproducibilidad de los Resultados , Factores de Riesgo , Espirometría , Evaluación de Síntomas , Capacidad Vital
17.
COPD ; 17(6): 706-710, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33169617

RESUMEN

International Classification of Disease 10 (ICD-10) codes record hospital admissions. We aimed to measure the accuracy of COPD exacerbation (ECOPD) codes and examine coding practices for COPD exacerbation.Prospective screening and ICD-10 codes were used to identify potential ECOPD within the DECAF internal validation cohort. Two coding searches were performed. The first search identified patients with an ECOPD discharge code, and a second, broad search was developed to identify all clinically confirmed ECOPD.717 of 1,122 (64%) patients with an ECOPD code had confirmed ECOPD. Common reasons for misclassification in the 405 patients who did not have an ECOPD included: lack of obstructive spirometry to diagnose COPD; and hospital admission due to progressive malignancy, asthma or cardiovascular disease. The broad search identified an additional 297 patients with ECOPD missed by the ECOPD codes. The vast majority of this group had pneumonia complicating ECOPD.ECOPD codes are insufficiently reliable to identify patients with clinically confirmed ECOPD for the purposes of audit or research. Search strategies should include pneumonia codes, specialist review of medical notes and spirometry confirmation of COPD.


Asunto(s)
Codificación Clínica , Clasificación Internacional de Enfermedades , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Adulto , Anciano , Estudios de Cohortes , Progresión de la Enfermedad , Femenino , Hospitalización , Humanos , Masculino , Persona de Mediana Edad , Pautas de la Práctica en Medicina , Enfermedad Pulmonar Obstructiva Crónica/complicaciones , Reproducibilidad de los Resultados
18.
COPD ; 17(6): 655-661, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33023324

RESUMEN

The Global Initiative for Chronic Obstructive Lung Disease (GOLD) ABCD classification tool has been used to assess the symptom burden and exacerbation risk of patients with chronic obstructive pulmonary disease (COPD). An area requiring further exploration is the relationship between the GOLD classification's basic components and the measurements acquired by Sit-to-Stand tests (STST). We aimed to study the relationship between STST and the component of the GOLD classification tool. This study was conducted on a sample of 42 COPD subjects with patient history, COPD assessment test (CAT) and spirometry. 5STST performance time and the number 30s-STST repetitions showed differences of statistical significance in COPD subjects considered to be more symptomatic and in subjects with high risk of future exacerbations. Both STSTs correlated significantly with forced expiratory volume in one second % predicted (FEV1%), CAT, number of acute exacerbations in the past year and number of hospitalized exacerbations in the past year. STST performance correlates significantly with items of the CAT questionnaire that assess breathlessness, limitation of activities, confidence and lack of energy. Using multivariate analysis, age, FEV1% and CAT score manifested the strongest negative association with STST performance. 5STST performance time and the number 30s-STST repetitions in COPD patients correlates with the level of symptoms and the risk of future exacerbations that define groups A-D based on GOLD 2018 classification tool (at the time of data acquisition). The correlation of STST performance with CAT score involves specific items of the questionnaire that assess breathlessness, limitation of activities, confidence and lack of energy.


Asunto(s)
Prueba de Esfuerzo , Actividad Motora/fisiología , Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Adulto , Anciano , Anciano de 80 o más Años , Progresión de la Enfermedad , Volumen Espiratorio Forzado , Hospitalización , Humanos , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/complicaciones , Espirometría , Encuestas y Cuestionarios , Evaluación de Síntomas
19.
Semin Respir Crit Care Med ; 41(6): 830-841, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-32781475

RESUMEN

Patients who suffer from chronic obstructive pulmonary disease (COPD) often experience deterioration of baseline respiratory symptoms, acute exacerbations of COPD (AECOPD), that become more frequent with disease progression. Based on symptom severity, approximately 20% of these patients will require hospitalization. The most common indicators for intensive care unit (ICU) admission have been found to be worsening or impending respiratory failure and hemodynamic instability. Bacterial and viral bronchial infections are the causative triggers in the majority of COPD exacerbations in the ICU, with a comprehensive assessment revealing them in 72% of cases. The distribution of bacterial pathogens involved in AECOPD requiring ICU admission show an increased incidence of gram-negative respiratory isolates, including Pseudomonas and Enterobacteriaceae spp., when compared with outpatient exacerbations. Evaluation of these patients requires careful attention to comorbid conditions. An effort to rapidly obtain lower respiratory samples for microbiological samples prior to initiation of antibiotics should be made as adequate samples can guide subsequent modifications of antibiotic treatment if the clinical response to empiric treatment is poor. Empiric antibiotic treatment should be promptly initiated in all patients with a major consideration for the choice being the presence of risk factors for Pseudomonas infection. Evaluation of clinical response at 48 to 72 hours is crucial, and total duration of antibiotics of 5 to 7 days should be adequate.


Asunto(s)
Antibacterianos/uso terapéutico , Infecciones Bacterianas/tratamiento farmacológico , Enfermedad Pulmonar Obstructiva Crónica/tratamiento farmacológico , Antibacterianos/efectos adversos , Infecciones Bacterianas/complicaciones , Progresión de la Enfermedad , Hospitalización , Humanos , Unidades de Cuidados Intensivos , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/mortalidad , Insuficiencia Respiratoria/mortalidad
20.
Monaldi Arch Chest Dis ; 90(3)2020 Jul 10.
Artículo en Inglés | MEDLINE | ID: mdl-32657106

RESUMEN

Chronic obstructive pulmonary disease (COPD) is a progressive chronic inflammatory disease and the third cause of death worldwide in 2016. COPD epidemiology is well documented in high-income countries where the disease is well managed. However, the disease is neglected in low-income countries and there is lack of data. Our study aims to identify COPD patients' characteristics and hospital admission causes, and to determine disease etiologies and associated factors. A retrospective study was conducted in COPD Algerian patients using medical record data collected from January 2007 to May 2017 at the pulmonology department of the Belloua Hospital of Tizi-Ouzou city. Out of 133 hospital admissions for COPD during the study period, only 120 records were found and analyzed. Most of the admitted patients were men (96%) and the mean age was 74.29±9.56 years. Among them, 78.7% were in the GOLD stage III or IV and 9 deaths (7.5%) were recorded during the study period. Interestingly, disease severity is associated with increasing age of the patients and mortality (p=0.01 and p=0.02, respectively). Risk factors include cigarette smoking (93%), history of medical conditions (36.66%) with the most prevalent conditions being emphysema (38.63%) and asthma (27.27%), the cold season (47%), and occupational exposures (58%). Most of the admissions (64.16%) were due to acute dyspnea and 21.66 % to respiratory infections, however, 34.16 % of patients were readmitted at least one time. Comorbidities were observed in 57.5% of the patients, including cardiovascular diseases (63.76%) and diabetes (18.84%). These results show that COPD severity is associated with age and mortality. Better understanding of the COPD etiologies and the causes of hospital admission will lead to more effective management of the disease.


Asunto(s)
Hospitalización/estadística & datos numéricos , Enfermedad Pulmonar Obstructiva Crónica/clasificación , Enfermedad Pulmonar Obstructiva Crónica/epidemiología , Anciano , Anciano de 80 o más Años , Argelia/epidemiología , Asma/epidemiología , Fumar Cigarrillos/efectos adversos , Fumar Cigarrillos/epidemiología , Comorbilidad , Disnea/diagnóstico , Disnea/epidemiología , Enfisema/epidemiología , Femenino , Hospitalización/tendencias , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Enfermedad Pulmonar Obstructiva Crónica/mortalidad , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Infecciones del Sistema Respiratorio/diagnóstico , Infecciones del Sistema Respiratorio/epidemiología , Estudios Retrospectivos , Factores de Riesgo , Índice de Severidad de la Enfermedad
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