scholarly journals Automated lung sound analysis using the LungPass platform: a sensitive and specific tool for identifying lower respiratory tract involvement in COVID-19

2021 ◽  
pp. 2101907
Author(s):  
Elena A. Lapteva ◽  
Olga N. Kharevich ◽  
Victoria V. Khatsko ◽  
Natalia A. Voronova ◽  
Maksim V. Chamko ◽  
...  
2021 ◽  
Author(s):  
Elena A Lapteva ◽  
Olga N Kharevich ◽  
Victoria V. Khatsko ◽  
Natalia A. Voronova ◽  
Maksim V. Chamko ◽  
...  

Background: Lower respiratory tract (LRT) involvement, observed in about 20% of patients suffering from coronavirus disease 2019 (COVID-19) is associated with a more severe clinical course, adverse outcomes and long-term sequelae. Early identification of LRT involvement could facilitated targeted and timely interventions that could alter the short- and long-term disease outcomes. The LungPass is an automated lung sound analysis platform developed using neural network technology and previously trained. We hypothesised that the LungPass could be used as a screening tool for LRT involvement in patients with COVID-19. Methods: In a prospective observational study involving 282 individuals with presenting in the emergency department with a strong clinical suspicion of COVID-19 and imaging findings consistent with COVID-19 LRT involvement (25.5% had concomitant hypoxia), and 32 healthy controls, we assessed the sensitivity and specificity of the LungPass in identifying LRT involvement in COVID-19. We also compared the auscultatory findings of the LungPass compared to a chest physician using a traditional, high-quality stethoscope. Results: Among individuals with COVID-19 LRT involvement, the LungPass identified crackles in at least one auscultation site in 93.6% and in two or more points in 84%. Moreover, the LungPass identified any abnormal lung sound (crackles or wheeze) in at least one auscultation site in 98.6% and in at least two points in 94% of the participants. The respective percentages for the respiratory physicians were lower. Considering the presence of any added abnormal sound (crackles or wheeze) in at least two auscultation points as evidence of LRT involvement, LungPass demonstrated a sensitivity of 98.6% (95% confidence intervals [CI]: 96.4%-99.6%) and a specificity of 96.9% (95% CI: 83.8%-99.9%) in identifying COVID-19 LRT involvement. Conclusion: This exploratory study suggests the LungPass is a sensitive and specific platform for identifying LRT involvement due to COVID-19, even before the development of hypoxia.


Rheumatology ◽  
2019 ◽  
Vol 58 (Supplement_2) ◽  
Author(s):  
Marco Antonio Alba Garibay ◽  
Susan Hogan ◽  
Ashley Henderson ◽  
Caroline Poulton ◽  
Yichun Hu ◽  
...  

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 3032-3032
Author(s):  
Nicola Lehners ◽  
Paul Schnitzler ◽  
Gerlinde Egerer ◽  
Peter Dreger ◽  
Christoph Eisenbach ◽  
...  

Abstract Abstract 3032 Respiratory syncytial virus (RSV) is a pathogen associated with bronchiolitis in infants and small children. However, immunocompromised adults might also be at risk for severe lower respiratory tract involvement induced by RSV. We report the rapid control of an outbreak of nosocomial RSV infections in an institution with special focus on allogeneic and autologous stem cell transplantations. Between November 2011 and March 2012 56 patients were diagnosed with RSV infection by RT-PCR at our institution. In order to identify possible risk factors for lower respiratory tract involvement in RSV infected patients, clinical course of infection as well as radiological and laboratory findings were evaluated. Characterization of RSV strains in respiratory specimens was achieved by sequence analysis of part of the RSV glycoprotein G gene and phylogenetic comparison of outbreak and community strains was performed. Out of 56 patients with RSV infection, 39 patients showed signs of lower respiratory tract involvement. 14 fatal outcomes were observed. In most of the lethal cases coinfections with other pathogens such as Aspergillus spp. or Pseudomonas aeruginosa were present. Therefore the exact impact of RSV on the fatal outcome remains difficult, if not impossible, to assess. Age, sex, underlying disease, disease control or transplant status did not differ significantly between severe and non-severe cases. However, hypogammaglobulinemia was associated with a higher risk for fatal infection (p = 0.03) in univariate analysis, whereas therapy with oral ribavirin might show a protective effect (p = 0.02). Prolonged viral shedding was frequently observed (median 22.5 [1 – 143] days), most pronounced in patients folllowing allogeneic transplantation (p = 0.04). The major mode of RSV transmission seemed to be direct patient-to-patient contact as suggested by evaluation of patient movements on the wards. Sequence analysis on respiratory specimens obtained from 46 patients revealed the presence of a particular outbreak strain in 40 patients, characterized by an identical nucleotide sequence of RSV GA2 subtype. Phylogenetic analysis showed low prevalence of the outbreak strain in the community. By implementation of rigorous isolation measures containment of outbreak was achieved. Highly contagious viral pathogens such as RSV are able to cause rapidly spreading outbreaks among immunocompromised patients. Hypogammaglobulinemia might be a risk factor for severe lower respiratory tract infection. Treatment with oral ribavirin might have a positive effect on outcome. Rigorous isolation measures are essential to the containment of outbreak. Disclosures: Off Label Use: ribavirin aerosol is FDA approved for severe cases of RSV in infants and young children.


Author(s):  
Anna C. Rabha ◽  
Fátima R. Fernandes ◽  
Dirceu Solé ◽  
Leonard B. Bacharier ◽  
Gustavo F. Wandalsen

2008 ◽  
Vol 8 ◽  
pp. 845-847 ◽  
Author(s):  
Jouda Cherif ◽  
Sonia Toujani ◽  
Nadia Mehiri ◽  
Bechir Louzir ◽  
Nidham Kchir ◽  
...  

Sinus histiocytosis with massive lymphadenopathy (SHLM) disease is considered to be an indolent and self-limiting pathology. However, severe morbidity and mortality have been attributed to complications of SHLM. Lower respiratory tract involvement is rarely reported and is often unfavorable, and carries a particularly grave prognosis. A case of SHLM is reported, in which the patient had lower respiratory and pleural involvement.


2018 ◽  
Vol 5 (12) ◽  
Author(s):  
Edward A Belongia ◽  
Jennifer P King ◽  
Burney A Kieke ◽  
Joanna Pluta ◽  
Ali Al-Hilli ◽  
...  

Abstract Background The epidemiology and burden of respiratory syncytial virus (RSV) illness are not well defined in older adults. Methods Adults ≥60 years old seeking outpatient care for acute respiratory illness were recruited from 2004–2005 through 2015–2016 during the winter seasons. RSV was identified from respiratory swabs by multiplex polymerase chain reaction. Clinical characteristics and outcomes were ascertained by interview and medical record abstraction. The incidence of medically attended RSV was estimated for each seasonal cohort. Results RSV was identified in 243 (11%) of 2257 enrollments (241 of 1832 individuals), including 121 RSV type A and 122 RSV type B. The RSV clinical outcome was serious in 47 (19%), moderate in 155 (64%), and mild in 41 (17%). Serious outcomes included hospital admission (n = 29), emergency department visit (n = 13), and pneumonia (n = 23) and were associated with lower respiratory tract symptoms during the enrollment visit. Moderate outcomes included receipt of a new antibiotic prescription (n = 144; 59%), bronchodilator/nebulizer (n = 45; 19%), or systemic corticosteroids (n = 28; 12%). The relative risk of a serious outcome was significantly increased in persons aged ≥75 years (vs 60–64 years) and in those with chronic obstructive pulmonary disease or congestive heart failure. The average seasonal incidence was 139 cases/10 000, and it was significantly higher in persons with cardiopulmonary disease compared with others (rate ratio, 1.89; 95% confidence interval, 1.44–2.48). Conclusions RSV causes substantial outpatient illness with lower respiratory tract involvement. Serious outcomes are common in older patients and those with cardiopulmonary disease.


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