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BACKGROUND: Some studies investigated epidemiological and clinical features of laboratory-confirmed patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) the virus causing coronavirus disease 2019 (COVID-19), but limited attention has been paid to the follow-up of hospitalized patients on the basis of clinical setting and the expertise of clinical management. METHODS: In the present single-centered, retrospective, observational study, we reported findings from 87 consecutive laboratory-confirmed COVID-19 patients with moderate-to-severe acute respiratory syndrome hospitalized in an intermediate Respiratory Intensive Care Unit (RICU), subdividing the patients in two groups according to the admission date (before and after March 29, 2020). RESULTS: With improved skills in the clinical management of COVID-19, we observed a significant lower mortality in the T2 group compared with the T1 group and a significantly difference in terms of mortality among the patients transferred in Intensive Care Unit (ICU) from our intermediate RICU (100% in T1 group vs. 33.3% in T2 group). The average length of stay in intermediate RICU of ICU-transferred patients who survived in T1 and T2 was significantly longer than those who died (who died 3.3 ± 2.8 days vs. who survived 6.4 ± 3.3 days). T CONCLUSIONS: The present findings suggested that an intermediate level of hospital care may have the potential to modify survival in COVID-19 patients, particularly in the present phase of a more skilled clinical management of the pandemic.
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COVID-19/terapia , Competencia Clínica , Cuidados Críticos , Unidades de Cuidados Intensivos , Anciano , Anciano de 80 o más Años , COVID-19/diagnóstico , COVID-19/mortalidad , Femenino , Mortalidad Hospitalaria , Humanos , Italia , Tiempo de Internación , Masculino , Persona de Mediana Edad , Admisión del Paciente , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Factores de Tiempo , Resultado del TratamientoRESUMEN
BACKGROUND: Inflammation in small airways is particularly clinically active in severe asthma but they still continue to be ignored as considered silent. Recently, the Atlantis study reports small airways involvement in 91% of the asthma population. Therefore in the era of phenotype driven therapy, the aim of this study was to verify if high-strength extrafine ICS/LABA in fixed dose increases clinical efficacy in moderate asthmatic patients with small airways dysfunction and it could be proposed as phenotype driven therapy. METHODS: In this prospective, non-interventional, real-life pilot study we enrolled 37 consecutive patients with moderate asthma who were uncontrolled despite GINA step 3 treatment. All subjects at enrollment were divided in two groups according to the presence of small airways dysfunction:1) small airways phenotype (SAP) group: smokers (≥10 packs/die), ex-smokers (>20 packs/year) with air trapping (FVC <80% - VR >100% - FEF 25-75%<60%); 2) non-small airways phenotype (NSAP) group: non-smokers, without air trapping (FVC ≥80% - VR ≤ 100% - FEF 25-75%≥60%). We later proceeded in both groups with a step up in therapy with high-strength extrafine pMDI beclomethasone dipropionate/formoterol fumarate (BDP/FF) (200/6 µg) in fixed dose to achieve a better control and followed patients for 6 months. RESULTS: Treatment with extrafine BDP/FF(200/6 µg) in SAP group showed a more significant improvement of FEF25-75%, FVC, RV, and a reduction of alveolar inflammatory markers such as FENO350 and alveolar exhaled pH compared with NSAP patients. CONCLUSIONS: Our preliminary results support the use of high-strength extrafine pMDI BDP/FF (200/6 µg) as phenotype driven treatment directed to small airways dysfunction demonstrating an increase of clinical efficacy in moderate asthmatics with SAP.
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Antiasmáticos/administración & dosificación , Antiasmáticos/uso terapéutico , Asma/tratamiento farmacológico , Beclometasona/uso terapéutico , Fumarato de Formoterol/uso terapéutico , Enfermedad Pulmonar Obstructiva Crónica/tratamiento farmacológico , Administración por Inhalación , Adulto , Anciano , Anciano de 80 o más Años , Beclometasona/administración & dosificación , Combinación de Medicamentos , Femenino , Volumen Espiratorio Forzado , Fumarato de Formoterol/administración & dosificación , Humanos , Pulmón/efectos de los fármacos , Masculino , Flujo Espiratorio Medio Máximo/efectos de los fármacos , Inhaladores de Dosis Medida , Persona de Mediana Edad , Óxido Nítrico , Fenotipo , Proyectos Piloto , Estudios Prospectivos , Volumen Residual/efectos de los fármacos , Fumadores , Resultado del Tratamiento , Capacidad Vital/efectos de los fármacosRESUMEN
Breath tests cover the fraction of nitric oxide in expired gas (FeNO), volatile organic compounds (VOCs), variables in exhaled breath condensate (EBC) and other measurements. For EBC and for FeNO, official recommendations for standardised procedures are more than 10â years old and there is none for exhaled VOCs and particles. The aim of this document is to provide technical standards and recommendations for sample collection and analytic approaches and to highlight future research priorities in the field. For EBC and FeNO, new developments and advances in technology have been evaluated in the current document. This report is not intended to provide clinical guidance on disease diagnosis and management.Clinicians and researchers with expertise in exhaled biomarkers were invited to participate. Published studies regarding methodology of breath tests were selected, discussed and evaluated in a consensus-based manner by the Task Force members.Recommendations for standardisation of sampling, analysing and reporting of data and suggestions for research to cover gaps in the evidence have been created and summarised.Application of breath biomarker measurement in a standardised manner will provide comparable results, thereby facilitating the potential use of these biomarkers in clinical practice.
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Pruebas Respiratorias/métodos , Enfermedades Pulmonares/diagnóstico , Óxido Nítrico/análisis , Compuestos Orgánicos Volátiles/análisis , Biomarcadores/análisis , Europa (Continente) , Espiración , Humanos , Enfermedades Pulmonares/terapia , Sociedades MédicasRESUMEN
BACKGROUND: The presence of virus and bacteria in the airways of subjects with asthma is common and seems to be associated with a deterioration due to the disease. The microbiologic study of airways in asthma is foreseen by guidelines with induced sputum that is often ineffective and contraindicated in severe asthma. AIM: To analyze the fungal microbiome in the exhaled breath condensate (EBC) of subjects with asthma by evaluating a possible correlation with anthropometric and asthma severity data. METHODS: We enrolled 47 consecutive subjects with asthma (28 with atopic asthma and 19 with nonatopic asthma) and 20 controls. Enrolled subjects underwent EBC and sputum collection. Fungal microbiome was assessed by culture on EBC and sputum samples by using Czapek yeast extract agar. RESULTS: A fungal colonization in the EBC of 70% of enrolled subjects with asthma was detected (none detected in the controls). An overlap of fungal microbiome in EBC and sputum was observed (100% of overlap). Fungal colonization was higher in subjects without atopic, obesity, and severe and uncontrolled asthma. CONCLUSION: When considering the high morbidity and mortality of patients with severe asthma in whom we found an important fungal airways colonization, we support the use of the analysis of exhaled fungal microbiome in these subjects.
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Asma/microbiología , Pruebas Respiratorias/métodos , Micobioma , Índice de Severidad de la Enfermedad , Asma/diagnóstico , Estudios de Casos y Controles , Estudios de Cohortes , Humanos , Obesidad , Esputo/microbiologíaRESUMEN
The smoking habit is accompanied by an acute inflammatory response which follows tissue injury. It would be desirable to find a non-invasive inflammatory marker that would simplify the task of studying and monitoring smokers more simply and allow us to identify populations at risk of contracting Chronic Obstructive Pulmonary Disease (COPD). Today's expectations regarding research focus on issues ranging from inflammatory markers to those of exhaled breath temperature (EBT) are considerable. That said, although the EBT has been largely studied in asthma and COPD, there have not been any studies thus far that have analysed the effect of cigarette smoking on the EBT. Bearing this in mind, in this longitudinal study we aim to analyse the EBT in current smokers, monitor the effects both of cigarette smoking on EBT and of what happens after smoking cessation. Twenty-five (25) smokers (59.5 ± 3.1 yrs, 12 M) who participated in a multi-disciplinary smoking cessation programme and 25 healthy never-smokers (58.7 ± 2.9, 13 M) underwent EBT measurement. EBT values were higher in smokers before smoking (T0) than in never-smokers [34.6 (34.2-35) vs 33.2 (32.4-33.7)°C, p < 0.001. The smokers repeated measurement 5 minutes after smoking a cigarette (T1) and 2 hours after (T2). They repeated EBC measurement after 1 week (T3) and then after 3 months (T4) from smoking cessation. EBT is higher in smokers compared to controls. EBT increases after cigarette smoking and progressively decreases with the increase of time from when the last cigarette was smoked. Thus, we can conclude that EBT is increased in smokers and also sensitive to the acute effect of cigarette smoke.
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Fumar Cigarrillos/fisiopatología , Espiración , Cese del Hábito de Fumar , Temperatura , Pruebas Respiratorias , Estudios de Casos y Controles , Fumar Cigarrillos/efectos adversos , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Factores de TiempoRESUMEN
BACKGROUND: Obstructive Sleep Apnea (OSAS) is a disease associated with the increase of cardiovascular risk and it is characterized by repeated episodes of Intermittent Hypoxia (IH) which inducing oxidative stress and systemic inflammation. Mitochondria are cell organelles involved in the respiratory that have their own DNA (MtDNA). The aim of this study was to investigate if the increase of oxidative stress in OSAS patients can induce also MtDNA alterations. METHODS: 46 OSAS patients (age 59.27 ± 11.38; BMI 30.84 ± 3.64; AHI 36.63 ± 24.18) were compared with 36 control subjects (age 54.42 ± 6.63; BMI 29.06 ± 4.7; AHI 3.8 ± 1.10). In blood cells Content of MtDNA and nuclear DNA (nDNA) was measured in OSAS patients by Real Time PCR. The ratio between MtDNA/nDNA was then calculated. Presence of oxidative stress was evaluated by levels of Reactive Oxygen Metabolites (ROMs), measured by diacron reactive oxygen metabolite test (d-ROM test). RESULTS: MtDNA/nDNA was higher in patients with OSAS than in the control group (150.94 ± 49.14 vs 128.96 ± 45.8; p = 0.04), the levels of ROMs were also higher in OSAS subjects (329.71 ± 70.17 vs 226 ± 36.76; p = 0.04) and they were positively correlated with MtDNA/nDNA (R = 0.5, p < 0.01). CONCLUSIONS: In OSAS patients there is a Mitochondrial DNA damage induced by the increase of oxidative stress. Intermittent hypoxia seems to be the main mechanism which leads to this process.
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Daño del ADN , ADN Mitocondrial/genética , Estrés Oxidativo , Apnea Obstructiva del Sueño/genética , Anciano , Estudios de Casos y Controles , ADN Mitocondrial/sangre , Femenino , Humanos , Masculino , Persona de Mediana Edad , Especies Reactivas de Oxígeno/sangre , Reacción en Cadena en Tiempo Real de la Polimerasa , Apnea Obstructiva del Sueño/sangreRESUMEN
Human papillomavirus (HPV) is the etiologic risk factor for cervical cancer. Some studies have suggested an association with a subset of lung tumors, but the etiologic link has not been firmly established. We performed an international pooled analysis of cross-sectional studies (27 datasets, n = 3249 patients) to evaluate HPV DNA prevalence in lung cancer and to investigate viral presence according to clinical and demographic characteristics. HPV16/18 were the most commonly detected, but with substantial variation in viral prevalence between geographic regions. The highest prevalence of HPV16/18 was observed in South and Central America, followed by Asia, North America and Europe (adjusted prevalence rates = 22, 5, 4 and 3%, respectively). Higher HPV16 prevalence was noted in each geographic region compared with HPV18, except in North America. HPV16/18-positive lung cancer was less likely observed among White race (adjusted odds ratio [OR] = 0.33, 95% confidence interval [CI] = 0.12-0.90), whereas no associations were observed with gender, smoking history, age, histology or stage. Comparisons between tumor and normal lung tissue show that HPV was more likely to be present in lung cancer rather than normal lung tissues (OR = 3.86, 95% CI = 2.87-5.19). Among a subset of patients with HPV16-positive tumors, integration was primarily among female patients (93%, 13/14), while the physical status in male cases (N = 14) was inconsistent. Our findings confirm that HPV DNA is present in a small fraction of lung tumors, with large geographic variations. Further comprehensive analysis is needed to assess whether this association reflects a causal relationship.
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Alphapapillomavirus/genética , Neoplasias Pulmonares/etiología , Infecciones por Papillomavirus/complicaciones , Anciano , Anciano de 80 o más Años , Femenino , Genotipo , Papillomavirus Humano 16/genética , Papillomavirus Humano 18/genética , Humanos , Neoplasias Pulmonares/epidemiología , Neoplasias Pulmonares/virología , Masculino , Persona de Mediana Edad , Infecciones por Papillomavirus/epidemiología , Prevalencia , Integración ViralRESUMEN
BACKGROUND: Airways of lung cancer patients are often colonized by fungi. Some of these colonizing fungi, under particular conditions, produce cancerogenic mycotoxins. Given the recent interest in the infective origin of lung cancer, with this preliminary study we aim to give our small contribution to this field of research by analysing the fungal microbiome of the exhaled breath condensate of lung cancer patients from Puglia, a region of Italy. METHODS: We enrolled 43 lung cancer patients and 21 healthy subjects that underwent exhaled breath condensate and bronchial brushing collection. The fungal incidence and nature of sample collected were analysed by using a selected media for Aspergillus species. RESULTS: For the first time we were able to analyse the fungal microbioma of the exhaled breath condensate. 27.9% of lung cancer patients showed a presence of Aspergillus niger, or A. ochraceus or Penicillium ssp. while none of the healthy subjects did so. CONCLUSION: The results confirmed the high percentage of fungal colonization of the airways of lung cancer patients from Puglia, suggesting the need to conduct further analyses in this field in order to evaluate the exact pathogenetic role of these fungi in lung cancer as well as to propose efficient, empirical therapy.
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Aspergillus/aislamiento & purificación , Neoplasias Pulmonares/microbiología , Anciano , Pruebas Respiratorias , Humanos , Italia , Persona de Mediana EdadRESUMEN
BACKGROUND: Today an increasing interest is being generated by the study of lung cancer markers in the exhaled breath condensate (EBC), precisely because this sample seems to lend itself to lung cancer early screening and follow-up. Indeed, ferritin and superoxide dismutase (SOD) have recently been recognized to play a role in lung cancerogenesis and patients' survival. The aim of this study was to evaluate the clinical value and the prognostic power of exhaled ferritin and exhaled SOD in patients with lung cancer. MATERIAL AND METHODS: Forty patients with nonsmall cell lung cancer (NSCLC) and 15 controls were enrolled in the study. All subjects under study underwent EBC collection and analysis of ferritin and SOD. A total of 36 patients were either given a follow-up of at least 25.5 months or followed up until death. RESULTS: Exhaled ferritin and SOD resulted as being higher in NSCLC than in controls and as being influenced by the stage of cancer. A pronounced survival difference was found in the presence of exhaled ferritin 300 ng/mL and exhaled SOD > 13.5 U/µL. CONCLUSIONS: In conclusion, although the results need to be confirmed on a larger and homogeneous population, we hypothesized that the notion of using the measurement of ferritin and SOD in the EBC could, if deemed feasible, have clinical implications in the monitoring of lung cancer and as an outcome predictor.
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Biomarcadores de Tumor/metabolismo , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Ferritinas/metabolismo , Neoplasias Pulmonares/metabolismo , Superóxido Dismutasa/metabolismo , Anciano , Pruebas Respiratorias/métodos , Estudios de Casos y Controles , Espiración , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , Análisis de SupervivenciaRESUMEN
BACKGROUND: Continuous positive airway pressure (CPAP) is the elective treatment of obstructive sleep apnea. The therapeutic level of CPAP is generally established by manual titration or an auto CPAP device, but an alternative way involves the use of predictive formulas. The aim of the present study was to test the difference between mathematical equations and CPAP or auto CPAP in terms of therapeutic pressure. METHODS: A retrospective analysis of 197 subjects with a diagnosis of obstructive sleep apnea needing a CPAP treatment was performed. The patients were divided into two groups: the first one included patients who had received CPAP after manual titration and the second one included patients who had received auto CPAP titration. The therapeutic CPAP pressure was then compared to the pressure calculated by three different equations: Eq. A by Stradling, Eq. B by Sériès, and Eq. C by Hoffstein. RESULTS: One hundred ninety-seven patients were included in the study, 110 were titrated by auto CPAP and 87 by manual titration. There was a positive correlation between the pressure defined by the three equations and both titration methods, but each equation usually gave a higher pressure with patients needing CPAP <8 and lower for patients needing CPAP >11. Equation C normally gave a lower result than the other two equations. CONCLUSIONS: Manual or auto CPAP titration remains the best way to define the appropriate CPAP. However, predictive formulas can be useful if used with caution and always after verifying the real efficacy, particularly for patients needing higher pressure.
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Presión de las Vías Aéreas Positiva Contínua/instrumentación , Presión de las Vías Aéreas Positiva Contínua/estadística & datos numéricos , Apnea Obstructiva del Sueño/terapia , Adulto , Anciano , Antropometría , Calibración , Diseño de Equipo , Femenino , Estudios de Seguimiento , Humanos , Italia , Masculino , Microcomputadores , Persona de Mediana Edad , Oxígeno/sangre , Reproducibilidad de los Resultados , Estudios Retrospectivos , Programas InformáticosRESUMEN
Induced sputum is recognized as being of increasing importance for the diagnosis and monitoring of chronic inflammatory lung diseases. The main purpose of this study is to provide a valid approach to better fractionate and characterize the still under-estimated low-molecular weight proteome of induced sputum by using mesoporous silica beads (MSBs) SPE coupled to MALDI-TOF MS. Sputum peptides were captured from both derivatized and non-derivatized MSBs and then profiled by MALDI-TOF MS. Depending on the chemical groups present on the mesoporous surface, complex peptide mixtures were extracted from induced sputum and converted into reproducible MALDI profiles. The number of peaks detected as a function of S/N was evaluated for each mesoporous surface. More than 400 peaks with an S/N>5 were obtained in comparison to 200 peaks detected without MSBs. Additionally, as a proof-of-principle, we investigated the ability of this platform to discriminate between the "sputome" of patients with asthma and chronic obstructive pulmonary disease, and between these groups and those of healthy control subjects. Six m/z peaks emerged as potential diagnostic peptidic patterns able to differentiate these inflammatory airway diseases in the sputome range. Human α-defensins (human neutrophil peptide (HNP)1, HNP2, HNP3) and three C-terminal amidated peptides, one of which is phosphorylated on serine, were identified by MALDI-TOF/TOF MS. These findings may contribute to defining a high-throughput screening MS-based platform for monitoring key peptidic-biomarkers for inflammatory and chronic respiratory diseases in induced sputum samples.
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Asma/metabolismo , Péptidos/análisis , Proteoma/análisis , Enfermedad Pulmonar Obstructiva Crónica/metabolismo , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos , Esputo/química , Adulto , Anciano , Biomarcadores/análisis , Biomarcadores/química , Estudios de Casos y Controles , Femenino , Humanos , Masculino , Microesferas , Persona de Mediana Edad , Péptidos/química , Proteoma/química , Proteómica/métodos , Reproducibilidad de los Resultados , Saliva/química , Saliva/metabolismo , Dióxido de Silicio/química , Extracción en Fase Sólida , Esputo/metabolismo , alfa-Defensinas/metabolismoRESUMEN
BACKGROUND: Recent advances in lung cancer biology presuppose its inflammatory origin. In this regard, LTB-4 and IL-8 are recognized to play a crucial role in neutrophil recruitment into airways during lung cancer.Notwithstanding the intriguing hypothesis, the exact role of neutrophilic inflammation in tumour biology remains complex and not completely known.The aim of this study was to give our contribution in this field by investigating LTB-4 and IL-8 in the breath condensate of NSCLC patients and verifying their role in cancer development and progression. METHOD: We enrolled 50 NSCLC patients and 35 controls. LTB-4 and IL-8 concentrations were measured in the breath condensate and the blood of all the subjects under study using EIA kits. Thirty NSCLC patients and ten controls underwent induced sputum collection and analysis. RESULTS: LTB-4 and IL-8 resulted higher in breath condensate and the blood of NSCLC patients compared to controls. Significantly higher concentrations were found as the cancer stages progressed. A positive correlation was observed between exhaled IL-8 and LTB-4 and the percentage of neutrophils in the induced sputum. CONCLUSION: The high concentrations of exhaled LTB-4 and IL-8 showed the presence of a neutrophilic inflammation in the airways of NSCLC patients and gave a further support to the inflammatory signalling in lung cancer. These exhaled proteins could represent a suitable non-invasive marker in the diagnosis and monitoring of lung cancer.
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Carcinoma de Pulmón de Células no Pequeñas/fisiopatología , Interleucina-8/metabolismo , Leucotrieno B4/metabolismo , Neoplasias Pulmonares/fisiopatología , Infiltración Neutrófila , Anciano , Pruebas Respiratorias , Estudios de Casos y Controles , Espiración , Femenino , Humanos , Inflamación/fisiopatología , Interleucina-8/sangre , Leucotrieno B4/sangre , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Esputo/citologíaRESUMEN
In patients with #COVID19-related acute hypoxic respiratory failure requiring noninvasive ventilatory support, EBC collection with adequate precautions may be feasible and future studies will be needed to explore this research field https://bit.ly/39OxufF.
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The management of respiratory diseases requires various levels of care: multidisciplinary teams, educational and behavioural interventions, self-management and home-based technical support are vital to ensure adequate care management. However, it is often difficult to access these networks due to fragmentation of patient care and treatment burden. Care coordination aims to ensure patients have a central role and that there is continuity of care among various levels and professionals involved. Moreover, the coronavirus disease pandemic has caused strain on the global healthcare system, with care coordination becoming increasingly important in increasing the resilience of health systems, supporting healthcare professionals and ensuring the right treatment and adequate level of care for these patients.
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OBJECTIVE: Asthma inflammation may feature an imbalance between oxidative stress and antioxidant defenses. Oxidative stress induces propagation of airways inflammation and corticosteroid insensitivity contributing to poor asthma control, and frequent severe acute exacerbations. This study assessed inflammation and oxidative stress in severe asthmatic subjects and evaluated the possible correlations between inflammatory and oxidative stress markers investigated and asthma severity. MATERIAL AND METHOD: Fifty-three patients with severe asthma, 11 patients with mild-moderate asthma and 12 healthy subjects were enrolled and underwent fractional exhaled nitric oxide (FENO) analysis and blood and sputum count cell collection. The content of mitochondrial DNA (MtDNA) and nuclear DNA (nDNA) was measured in exhaled breath condensate (EBC) by Real Time PCR and the ratio between MtDNA/nDNA was calculated. We detected MtDNA/nDNA in the EBC of severe asthmatics. RESULTS: We found higher exhaled MtDNA/nDNA in severe asthmatics respectively compared to mild-moderate ones and to healthy controls (10.4±2.2 vs 7.9±2.5, p<0.05 and 10.4±2.2 vs 6.51±0.21, p<0.05). The level of exhaled MtDNA/nDNA was significantly higher in Non-T2 endotype severe asthmatics than T2 (14.07±10. 8 vs 6.5±5.5, p<0.05). CONCLUSION: Oxidative stress marker (MtDNA/nDNA) is increased significantly with asthma severity and may be useful for endotyping severe asthma.
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Asma , Pruebas Respiratorias , Análisis por Conglomerados , Espiración , Humanos , Estrés OxidativoRESUMEN
Objectives: In the present single-centered, retrospective, observational study, we reported findings from 78 consecutive laboratory-confirmed COVID-19 patients with moderate-to-severe acute respiratory distress syndrome (ARDS) hospitalized in an intermediate Respiratory Intensive Care Unit, subdividing the patients into two groups according to their clinical outcome, dead patients and discharged patients.Methods: We further subdivided patients depending on the noninvasive respiratory support used during hospitalization.Results: In those patients who died, we found significant older age and higher multimorbidity and higher values of serum lactate dehydrogenase, C-reactive protein, and D-dimer. Among patients who were submitted to bilevel positive airway pressure (BPAP), those who died had a significant shorter number of days in overall length of stay and lower values of arterial oxygen partial pressure to fractional inspired oxygen ratio (PaO2/FiO2 ratio) compared to those who survived. No difference in all-cause mortality was observed between the two different noninvasive respiratory support groups [48% for continuous positive airway pressure (CPAP) and 52% for BPAP].Conclusion: In COVID-19 patients with moderate-to-severe ARDS using BPAP in an intermediate level of hospital care had more factors associated to all-cause mortality (shorter length of stay and lower baseline PaO2/FiO2 ratio) compared to those who underwent CPAP.
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COVID-19/mortalidad , COVID-19/terapia , Presión de las Vías Aéreas Positiva Contínua/métodos , Unidades de Cuidados Intensivos/estadística & datos numéricos , Adulto , Anciano , Anciano de 80 o más Años , COVID-19/etiología , COVID-19/patología , Causas de Muerte , Comorbilidad , Cuidados Críticos/estadística & datos numéricos , Femenino , Mortalidad Hospitalaria , Hospitalización/estadística & datos numéricos , Humanos , Italia/epidemiología , Masculino , Persona de Mediana Edad , Oxígeno/uso terapéutico , Síndrome de Dificultad Respiratoria/mortalidad , Síndrome de Dificultad Respiratoria/terapia , Síndrome de Dificultad Respiratoria/virología , Estudios Retrospectivos , Factores de Riesgo , SARS-CoV-2/fisiologíaRESUMEN
BACKGROUND AND AIM: Little is known about the current use of long-term home noninvasive ventilation (LTHNIV) in restrictive thoracic diseases, including chest wall disorders and neuromuscular disorders (NMD). This study aimed to capture the pattern of LTHNIV in patients with restrictive thoracic diseases via a web-based international survey. METHODS: The survey involved European Respiratory Society (ERS) Assembly 2.02 (NIV-dedicated group), from October to December 2019. RESULTS: 166 (22.2%) out of 748 members from 41 countries responded; 80% were physicians, of whom 43% worked in a respiratory intermediate intensive care unit. The ratio of NMD to chest wall disorders was 5:1, with amyotrophic lateral sclerosis the most frequent indication within NMD (78%). The main reason to initiate LTHNIV was diurnal hypercapnia (71%). Quality of life/sleep was the most important goal to achieve. In 25% of cases, clinicians based their choice of the ventilator on patients' feedback. Among NIV modes, spontaneous-timed pressure support ventilation (ST-PSV) was the most frequently prescribed for day- and night-time. Mouthpieces were the preferred daytime NIV interface, whereas oro-nasal masks the first choice overnight. Heated humidification was frequently added to LTHNIV (72%). Single-limb circuits with intentional leaks (79%) were the most frequently prescribed. Follow-up was most often provided in an outpatient setting. CONCLUSIONS: This ERS survey illustrates physicians' practices of LTHNIV in patients with restrictive thoracic diseases. NMD and, specifically, amyotrophic lateral sclerosis were the main indications for LTHNIV. NIV was started mostly because of diurnal hypoventilation with a primary goal of patient-centred benefits. Bi-level ST-PSV and oro-nasal masks were more likely to be chosen for providing NIV. LTHNIV efficacy was assessed mainly in an outpatient setting.
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INTRODUCTION: Obstructive sleep apnea syndrome has become an important public health concern. Polysomnography is traditionally considered an established and effective diagnostic tool providing information on the severity of obstructive sleep apnea syndrome and the degree of sleep fragmentation. However, the numerous steps in the polysomnography test to diagnose obstructive sleep apnea syndrome are costly and time consuming. This study aimed to test the efficacy and clinical applicability of different machine learning methods based on demographic information and questionnaire data to predict obstructive sleep apnea syndrome severity. MATERIALS AND METHODS: We collected data about demographic characteristics, spirometry values, gas exchange (PaO2, PaCO2) and symptoms (Epworth Sleepiness Scale, snoring, etc.) of 313 patients with previous diagnosis of obstructive sleep apnea syndrome. After principal component analysis, we selected 19 variables which were used for further preprocessing and to eventually train seven types of classification models and five types of regression models to evaluate the prediction ability of obstructive sleep apnea syndrome severity, represented either by class or by apnea-hypopnea index. All models are trained with an increasing number of features and the results are validated through stratified 10-fold cross validation. RESULTS: Comparative results show the superiority of support vector machine and random forest models for classification, while support vector machine and linear regression are better suited to predict apnea-hypopnea index. Also, a limited number of features are enough to achieve the maximum predictive accuracy. The best average classification accuracy on test sets is 44.7 percent, with the same average sensitivity (recall). In only 5.7 percent of cases, a severe obstructive sleep apnea syndrome (class 4) is misclassified as mild (class 2). Regression results show a minimum achieved root mean squared error of 22.17. CONCLUSION: The problem of predicting apnea-hypopnea index or severity classes for obstructive sleep apnea syndrome is very difficult when using only data collected prior to polysomnography test. The results achieved with the available data suggest the use of machine learning methods as tools for providing patients with a priority level for polysomnography test, but they still cannot be used for automated diagnosis.
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Apnea Obstructiva del Sueño , Humanos , Aprendizaje Automático , Polisomnografía , Apnea Obstructiva del Sueño/diagnóstico , Máquina de Vectores de Soporte , Encuestas y CuestionariosRESUMEN
According to the data derived from several national and international registries, including SANI (Severe Asthma Network Italy), and considering the strong impact that frequent or regular use of oral corticosteroid has on quality of life (QoL) of severe asthmatics, as well as on the costs for managing corticosteroid-related diseases, oral corticosteroid sparing up to withdrawal should be considered a primary outcome in the management of severe asthma. New biologics have clearly demonstrated that this effect is possible, with concomitant reduction in the rate of exacerbations and in symptom control. Then, there is no reason for using so frequently oral corticosteroid before having explored all alternatives currently available for a large part of severe asthmatics.