ABSTRACT
STUDY OBJECTIVES: Obstructive sleep apnea (OSA) is a heterogeneous, complex disease. We aimed to identify OSA phenotypes through cluster analysis and to perform a long-term follow-up to validate the phenotypes. METHODS: We applied a partitioning around medioids technique in a cohort of 1,217 participants recently diagnosed with OSA. We performed a 5-year follow-up analyzing the incidence of comorbidities, chronic medication, hospital admissions, mortality, and the influence of continuous positive airway pressure treatment on mortality risk. RESULTS: We identified three phenotypes: two predominantly male clusters, one composed of middle-aged participants with overweight, moderate OSA, and cardiovascular risk factors and the other consisting of older, obese participants with severe OSA, cardiovascular risk factors, ischemic heart disease (18.4%), and atrial fibrillation (9.7%). The third cluster was composed of 77% female participants with moderate OSA; cardiovascular risk factors; the highest prevalence of depression (15.7%); and high prescription of antidepressants (55.1%), anxiolytics (40.0%), hypnotics, sedatives (11.1%), nonsteroidal anti-inflammatory drugs (67.9%), and weak opioids (15.1%). The baseline characteristics of each cluster maintained the same trend over time regarding the incidence of new comorbidities, medication intake, hospitalization rates, and reasons for admission. The absence of continuous positive airway pressure treatment was associated with a significantly higher risk of all-cause mortality (hazard ratio 5.84, confidence interval 2.9-11.8), especially in the older men (hazard ratio 7.7, confidence interval 4.06-14.63) and predominantly female clusters (hazard ratio 2.79, confidence interval 1.34-5.79). CONCLUSIONS: We identified three phenotypes with relevant clinical and prognostic implications in order to improve personalized strategies in OSA management. CITATION: Silveira MG, Sampol G, Mota-Foix M, Ferrer J, Lloberes P. Cluster-derived obstructive sleep apnea phenotypes and outcomes at 5-year follow-up. J Clin Sleep Med. 2022;18(2):597-607.
Subject(s)
Sleep Apnea, Obstructive , Aged , Continuous Positive Airway Pressure , Female , Follow-Up Studies , Humans , Male , Middle Aged , Phenotype , Proportional Hazards Models , Sleep Apnea, Obstructive/complications , Sleep Apnea, Obstructive/diagnosis , Sleep Apnea, Obstructive/therapyABSTRACT
BACKGROUND AND OBJECTIVE: The relationship between IPF development and environmental factors has not been completely elucidated. Analysing geographic regions of idiopathic pulmonary fibrosis (IPF) cases could help identify those areas with higher aggregation and investigate potential triggers. We hypothesize that cross-analysing location of IPF cases and areas of consistently high air pollution concentration could lead to recognition of environmental risk factors for IPF development. METHODS: This retrospective study analysed epidemiological and clinical data from 503 patients registered in the Observatory IPF.cat from January 2017 to June 2019. Incident and prevalent IPF cases from the Catalan region of Spain were graphed based on their postal address. We generated maps of the most relevant air pollutant PM2.5 from the last 10 years using data from the CALIOPE air quality forecast system and observational data. RESULTS: In 2018, the prevalence of IPF differed across provinces; from 8.1 cases per 100 000 habitants in Barcelona to 2.0 cases per 100 000 in Girona. The ratio of IPF was higher in some areas. Mapping PM2.5 levels illustrated that certain areas with more industry, traffic and shipping maintained markedly higher PM2.5 concentrations. Most of these locations correlated with higher aggregation of IPF cases. Compared with other risk factors, PM2.5 exposure was the most frequent. CONCLUSION: In this retrospective study, prevalence of IPF is higher in areas of elevated PM2.5 concentration. Prospective studies with targeted pollution mapping need to be done in specific geographies to compile a broader profile of environmental factors involved in the development of pulmonary fibrosis.
Subject(s)
Air Pollutants , Air Pollution , Idiopathic Pulmonary Fibrosis , Air Pollutants/analysis , Air Pollution/adverse effects , Humans , Idiopathic Pulmonary Fibrosis/epidemiology , Idiopathic Pulmonary Fibrosis/etiology , Prospective Studies , Retrospective StudiesABSTRACT
No disponible
Subject(s)
Humans , Sleep Apnea, Obstructive/epidemiology , Phenotype , Cluster Analysis , Prevalence , ComorbidityABSTRACT
OBJECTIVE: Lung transplantation (LT) has been proposed as a treatment for advanced interstitial lung disease (ILD) and/or pulmonary hypertension (PH) associated to systemic sclerosis (SSc) but few studies have been reported. The aim of this study was to describe the clinical features, complications and survival of a single-center cohort of patients with SSc that underwent LT and to compare their survival with a group of non-SSc transplanted patients. METHODS: Fifteen patients with SSc were transplanted between May 2005 and April 2015. Standard international criteria were used to determine eligibility for LT. The severity of gastroesophageal involvement was not considered as a major contraindication if symptoms were under control. RESULTS: Eight (53.3%) patients had diffuse cutaneous SSc. Eleven (73%) underwent bilateral LT. The main indication for LT was ILD, with or associated PH in 4 cases. Acute cellular rejection and infections were the most frequent complications. Functional lung tests tended to keep stable after transplantation. Median survival was 2.4 years (Q1-Q3: 0.7-3.7 years). We did not find differences in survival between patients transplanted with SSc versus those transplanted due to non-SSc ILD or PH. SSc complications were scarce with no patient developing PH after LT. CONCLUSIONS: LT was an effective treatment for advanced ILD and/or PH associated to SSc in our study. Gastroesophageal reflux was not a limitation for LT in SSc in this study. Complications and survival did not differ from non-SSc patients undergoing LT.
Subject(s)
Hypertension, Pulmonary/surgery , Lung Diseases, Interstitial/surgery , Lung Transplantation/methods , Scleroderma, Systemic/complications , Adult , Female , Follow-Up Studies , Graft Rejection/epidemiology , Humans , Hypertension, Pulmonary/etiology , Incidence , Lung Diseases, Interstitial/etiology , Male , Middle Aged , Retrospective Studies , Scleroderma, Systemic/surgery , Spain/epidemiology , Survival Rate/trends , Treatment OutcomeABSTRACT
No disponible
