Defining the Profile of Obstructive Sleep Apnea in Women Compared to Men.

Background: The importance of understanding the presentation of obstructive sleep apnea (OSA) in women has been increasingly recognized. Although there is some insight that there are significant differences in presentation between women and men, the consequences of such differences, particularly for treatment have not yet been fully identified. Thus, the objective of this study was to determine the phenotype of OSA in women. Materials and Methods: Study of a population-based clinical cohort of 2022 patients with OSA confirmed by polygraphy or polysomnography (apnea-hypopnea index [AHI] >5/hour). Comorbidities, symptoms, physical examination, current medical treatments, and sleep parameters were recorded. Results: A total of 709 women and 1313 men were included in this study. After adjustment for anthropometric characteristics, morphological alterations, and previous treatment, women were found to have lower AHI values (25.3 ± 1.2 vs. 35.0 ± 0.9; p < 0.001), desaturation index (24.4 ± 1.2 vs. 33.2 ± 0.9; p < 0.001), and saturation time <90% (18.8 ± 1.3 vs. 24.1 ± 1.0; p < 0.001) compared with men. Furthermore, women had a lower risk of witnessed apnea (odds ratio adjusted [ORa] for baseline characteristics and sleep parameters), (ORa: 0.53, 95% confidence interval [CI]: 0.40-0.71), reduced sensation of restful sleep (ORa: 0.50, 95% CI: 0.38-0.66), greater fatigue (ORa: 2.68, 95% CI: 1.86-3.86), headache (ORa: 3.00, 95% CI: 2.26-3.97), memory disorders (ORa: 1.836, 95% CI: 1.40-2.41), insomnia (ORa: 2.09, 95% CI: 1.50-2.93), and excessive daytime sleepiness (ORa: 1.41, 95% CI: 1.03-1.92), with interference in their daily activities (ORa: 1.54, 95% CI: 1.17-2.03). Likewise, after adjustment for anthropometric characteristics and sleep parameters, women also showed higher risk of depression (ORa: 4.31, 95% CI: 3.15-5.89) and anxiety (ORa: 3.18, 95% CI: 2.38-4.26). Conclusions: Our findings suggest that women present a specific OSA phenotype, with a probable implication for clinical, diagnostic, and therapeutic management.

Defining the Heterogeneity of Sleep Apnea Syndrome: A Cluster Analysis With Implications for Patient Management / Definiendo la heterogeneidad del Síndrome de Apneas del Sueño: un análisis de clúster con implicaciones en el manejo del paciente

Introduction Obstructive sleep apnea (OSA) is a complex pathology with heterogeneity that has not been fully characterized to date. Our objective is to identify groups of patients with common clinical characteristics through cluster analysis that could predict patient prognosis, the impact of comorbidities and/or the response to a common treatment. Methods Cluster analysis was performed using the hierarchical cluster method in 2025 patients in the apnea-HUGU cohort. The variables used for building the clusters included general data, comorbidity, sleep symptoms, anthropometric data, physical exam and sleep study results. Results Four clusters were identified: (1) young male without comorbidity with moderate apnea and otorhinolaryngological malformations; (2) middle-aged male with very severe OSA with comorbidity without cardiovascular disease; (3) female with mood disorder; and (4) symptomatic male with established cardiovascular disease and severe OSA. Conclusions The characterization of these four clusters in OSA can be decisive when identifying groups of patients who share a special risk or common therapeutic strategies, orienting us toward personalized medicine and facilitating the design of future clinical trials.

Introducción La Apnea Obstructiva del Sueño (AOS) es una patología compleja en la que su heterogeneidad no ha sido completamente caracterizada hasta la fecha. Nuestro objetivo es identificar grupos de pacientes con características clínicas comunes, por medio de análisis de clúster, que pudieran se predictivos de un pronóstico, impacto de comorbilidades y/o respuesta a un tratamiento común. Métodos Se realizó un análisis de clúster por el método de conglomerados jerárquico en 2025 pacientes de la cohorte apnea-HUGU. Las variables utilizadas para la construcción de los clúster incluían datos generales, comorbilidad, síntomas de sueño, datos antropométricos, exploración física y resultados del estudio de sueño. Resultados Se identificaron 4 clúster: 1) varón joven sin comorbilidad con apnea moderada y alteraciones de la esfera otorrinolaringológica (ORL) 2) Varón de edad media con AOS muy grave sintomático con comorbilidad sin enfermedad cardiovascular desarrollada. 3) Mujer con alteraciones en el estado de ánimo 4) Varón sintomático con enfermedad cardiovascular establecida y AOS grave. Conclusiones La caracterización de estos cuatro clúster en la AOS puede ser determinante a la hora de identificar grupos de pacientes que comparten un especial riesgo o estrategias terapéuticas comunes orientándonos hacia la medicina personalizada y facilitando el diseño de futuros ensayos clínicos.

Defining the Heterogeneity of Sleep Apnea Syndrome: A Cluster Analysis With Implications for Patient Management.

INTRODUCTION: Obstructive sleep apnea (OSA) is a complex pathology with heterogeneity that has not been fully characterized to date. Our objective is to identify groups of patients with common clinical characteristics through cluster analysis that could predict patient prognosis, the impact of comorbidities and/or the response to a common treatment. METHODS: Cluster analysis was performed using the hierarchical cluster method in 2025 patients in the apnea-HUGU cohort. The variables used for building the clusters included general data, comorbidity, sleep symptoms, anthropometric data, physical exam and sleep study results. RESULTS: Four clusters were identified: (1) young male without comorbidity with moderate apnea and otorhinolaryngological malformations; (2) middle-aged male with very severe OSA with comorbidity without cardiovascular disease; (3) female with mood disorder; and (4) symptomatic male with established cardiovascular disease and severe OSA. CONCLUSIONS: The characterization of these four clusters in OSA can be decisive when identifying groups of patients who share a special risk or common therapeutic strategies, orienting us toward personalized medicine and facilitating the design of future clinical trials.

Utilidad clínica e impacto económico de la punción transbronquial convencional de adenopatías mediastínicas en el carcinoma broncogénico / Clinical Utility and Economic Impact of Conventional Transbronchial Needle Aspiration of Mediastinal Lymphadenopathies in Bronchogenic Carcinoma

OBJETIVOS: Analizar la utilidad clínica y el impacto económico de la punción transbronquial convencional (PTBC) en los pacientes con carcinoma broncogénico (CB) y adenopatías mediastínicas en la tomografía computarizada (TC) torácica. Analizar los factores predictores de punción válida. PACIENTES Y MÉTODOS: Estudio observacional retrospectivo entre 2006 y 2011 de todas las PTBC realizadas a pacientes con CB y adenopatías mediastínicas o hiliares accesibles a la técnica en la TC torácica. RESULTADOS: Se realizó PTBC sobre 267 adenopatías de 192 pacientes. En el 34,9% de los pacientes se pinchó más de una adenopatía. Se obtuvo punción válida en 153 pacientes (79,7%) y diagnóstica en 124 (64,6%). El análisis multivariante mostró que los factores que se asocian a la obtención de punción válida y diagnóstica son el diámetro de la adenopatía y el número de adenopatías pinchadas. La PTBC fue la única técnica endoscópica que permitió el diagnóstico de CB en 54 pacientes (28,1%). La PTBC evitó el 67,6% de las mediastinoscopias de estadificación. La prevalencia de afectación tumoral mediastínica fue del 74,4%, la sensibilidad de la PTBC del 86,2% y el valor predictivo negativo del 63,6%. Entre mediastinoscopias y otras técnicas diagnósticas evitadas, la PTBC ha supuesto un ahorro de 451,57 € por paciente estudiado. CONCLUSIONES: La PTBC es una técnica clínicamente útil y económicamente rentable en los pacientes con CB y adenopatías patológicas mediastínicas o hiliares, por lo que debería ser realizada como una técnica endoscópica más, de forma habitual, en estos pacientes

OBJECTIVES: To analyze the clinical utility and economic impact of conventional transbronchial needle aspiration (TBNA) in patients with diagnosis of bronchogenic carcinoma (BC) and mediastinal lymphadenopathies in thoracic computed tomography (CT). To assess the predictive factors of valid aspirations. PATIENTS AND METHODS: Retrospective observational study between 2006 and 2011 of all TBNA performed in patients with final diagnosis of BC and accessible hilar or mediastinal lymphadenopathies on thoracic CT. RESULTS: We performed TBNA on 267 lymphadenopathies of 192 patients. In 34.9% of patients, two or more lymph nodes were biopsied. Valid aspirations were obtained in 153 patients (79.7%) that were diagnostic in 124 (64.6%). Multivariate analysis showed that factors associated with valid or diagnostic results are the diameter of the lymph node and the number of lymph nodes explored. TBNA was the only endoscopic technique that provided the diagnosis of BC in 54 patients (28.1%). Staging mediastinoscopy was avoided in 67.6% of patients. The prevalence of mediastinal lymph node involvement was 74.4%, sensitivity of TBNA was 86.2% and negative predictive value was 63.6%. Including mediastinoscopy and other avoided diagnostic techniques, TBNA saved 451.57 € per patient. CONCLUSIONS: TBNA is a clinically useful, cost-effective technique in patients with BC and mediastinal or hilar lymphadenopathies. It should therefore be performed on a regular basis during diagnostic bronchoscopy of these patients

Clinical utility and economic impact of conventional transbronchial needle aspiration of mediastinal lymphadenopathies in bronchogenic carcinoma.

OBJECTIVES: To analyze the clinical utility and economic impact of conventional transbronchial needle aspiration (TBNA) in patients with diagnosis of bronchogenic carcinoma (BC) and mediastinal lymphadenopathies in thoracic computed tomography (CT). To assess the predictive factors of valid aspirations. PATIENTS AND METHODS: Retrospective observational study between 2006 and 2011 of all TBNA performed in patients with final diagnosis of BC and accessible hilar or mediastinal lymphadenopathies on thoracic CT. RESULTS: We performed TBNA on 267 lymphadenopathies of 192 patients. In 34.9% of patients, two or more lymph nodes were biopsied. Valid aspirations were obtained in 153 patients (79.7%) that were diagnostic in 124 (64.6%). Multivariate analysis showed that factors associated with valid or diagnostic results are the diameter of the lymph node and the number of lymph nodes explored. TBNA was the only endoscopic technique that provided the diagnosis of BC in 54 patients (28.1%). Staging mediastinoscopy was avoided in 67.6% of patients. The prevalence of mediastinal lymph node involvement was 74.4%, sensitivity of TBNA was 86.2% and negative predictive value was 63.6%. Including mediastinoscopy and other avoided diagnostic techniques, TBNA saved 451.57 € per patient. CONCLUSIONS: TBNA is a clinically useful, cost-effective technique in patients with BC and mediastinal or hilar lymphadenopathies. It should therefore be performed on a regular basis during diagnostic bronchoscopy of these patients.