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1.
Hum Vaccin Immunother ; 20(1): 2343544, 2024 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-38655676

RESUMO

Chronic obstructive pulmonary disease (COPD) is a common chronic respiratory illness in older adults. A major cause of COPD-related morbidity and mortality is acute exacerbation of COPD (AECOPD). Bacteria in the lungs play a role in exacerbation development, and the most common pathogen is non-typeable Haemophilus influenzae (NTHi). A vaccine to prevent AECOPD containing NTHi surface antigens was tested in a clinical trial. This study measured IgG and IgA against NTHi vaccine antigens in sputum. Sputum samples from 40 COPD patients vaccinated with the NTHi vaccine were collected at baseline and 30 days after the second dose. IgG and IgA antibodies against the target antigens and albumin were analyzed in the sputum. We compared antibody signals before and after vaccination, analyzed correlation with disease severity and between sputum and serum samples, and assessed transudation. Antigen-specific IgG were absent before vaccination and present with high titers after vaccination. Antigen-specific IgA before and after vaccination were low but significantly different for two antigens. IgG correlated between sputum and serum, and between sputum and disease severity. Sputum albumin was higher in patients with severe COPD than in those with moderate COPD, suggesting changes in transudation played a role. We demonstrated that immunization with the NTHi vaccine induces antigen-specific antibodies in sputum. The correlation between IgG from sputum and serum and the presence of albumin in the sputum of severe COPD patients suggested transudation of antibodies from the serum to the lungs, although local IgG production could not be excluded.Clinical Trial Registration: NCT02075541.


What is the context? Chronic obstructive pulmonary disease (COPD) is the most common chronic respiratory illness in older adults and the third leading cause of death worldwide.One bacterium in the lungs, non-typeable Haemophilus influenzae (NTHi), is responsible for acute exacerbation of the disease, characterized by an increase in airway wall inflammation and symptoms, leading to high morbidity and mortality.A vaccine targeting NTHi was previously developed but did not show efficacy in reducing exacerbations in COPD patients, probably because the vaccine did not elicit an immune response in the lung mucosae, where the bacteria are located.What is the impact? Parenteral immunization with new vaccines targeting NTHi is able to elicit immune defense at the level of lung mucosae.Now that antibodies can be measured in sputum, new vaccines against COPD exacerbations or other lung infections can be tested for efficacy in the actual target tissue.Also, lung immunity against specific pathogens can now be tested.What is new? We determined that antigen-specific antibodies were present in the lungs after vaccination; these were assessed in sputum after vaccination with NTHi surface antigens.NTHi-specific IgG were present in the lungs and appeared to have arrived there primarily by transudation, a type of leakage from the serum to the lung mucosae.Transudation appeared to be stronger in severe than in moderate COPD patients.


Assuntos
Anticorpos Antibacterianos , Antígenos de Bactérias , Infecções por Haemophilus , Vacinas Anti-Haemophilus , Haemophilus influenzae , Imunidade nas Mucosas , Imunoglobulina A , Imunoglobulina G , Doença Pulmonar Obstrutiva Crônica , Escarro , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Anticorpos Antibacterianos/sangue , Anticorpos Antibacterianos/imunologia , Antígenos de Bactérias/imunologia , Infecções por Haemophilus/imunologia , Infecções por Haemophilus/prevenção & controle , Haemophilus influenzae/imunologia , Vacinas Anti-Haemophilus/imunologia , Vacinas Anti-Haemophilus/administração & dosagem , Imunidade nas Mucosas/imunologia , Imunoglobulina A/imunologia , Imunoglobulina A/análise , Imunoglobulina A/sangue , Imunoglobulina G/sangue , Imunoglobulina G/imunologia , Pulmão/imunologia , Doença Pulmonar Obstrutiva Crônica/imunologia , Escarro/imunologia , Escarro/microbiologia
2.
Nat Hum Behav ; 8(2): 276-287, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38110509

RESUMO

The percentage of people without children over their lifetime is approximately 25% in men and 20% in women. Individual diseases have been linked to childlessness, mostly in women, yet we lack a comprehensive picture of the effect of early-life diseases on lifetime childlessness. We examined all individuals born in 1956-1968 (men) and 1956-1973 (women) in Finland (n = 1,035,928) and Sweden (n = 1,509,092) to the completion of their reproductive lifespan in 2018. Leveraging nationwide registers, we associated sociodemographic and reproductive information with 414 diseases across 16 categories, using a population and matched-pair case-control design of siblings discordant for childlessness (71,524 full sisters and 77,622 full brothers). The strongest associations were mental-behavioural disorders (particularly among men), congenital anomalies and endocrine-nutritional-metabolic disorders (strongest among women). We identified new associations for inflammatory and autoimmune diseases. Associations were dependent on age at onset and mediated by singlehood and education. This evidence can be used to understand how disease contributes to involuntary childlessness.


Assuntos
Transtornos Mentais , Reprodução , Masculino , Criança , Humanos , Feminino , Idoso , Finlândia/epidemiologia , Suécia/epidemiologia , Escolaridade
3.
Nat Commun ; 14(1): 6874, 2023 10 28.
Artigo em Inglês | MEDLINE | ID: mdl-37898607

RESUMO

Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams of digital images for interpretation. Contextually, deep learning architectures are leading to paradigm shifts in the way computers can assist with difficult visual interpretation tasks in several domains. At the crossroads of these epochal trends, we present a system able to tackle a core task in clinical microbiology, namely the global interpretation of diagnostic bacterial culture plates, including presumptive pathogen identification. This is achieved by decomposing the problem into a hierarchy of complex subtasks and addressing them with a multi-network architecture we call DeepColony. Working on a large stream of clinical data and a complete set of 32 pathogens, the proposed system is capable of effectively assist plate interpretation with a surprising degree of accuracy in the widespread and demanding framework of Urinary Tract Infections. Moreover, thanks to the rich species-related generated information, DeepColony can be used for developing trustworthy clinical decision support services in laboratory automation ecosystems from local to global scale.


Assuntos
Ecossistema , Infecções Urinárias , Humanos , Bactérias , Automação Laboratorial
4.
Vaccine ; 40(41): 5924-5932, 2022 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-36068109

RESUMO

BACKGROUND: An investigational vaccine containing non-typeable Haemophilus influenzae (NTHi) and Moraxella catarrhalis (Mcat) surface proteins did not show vaccine efficacy (VE) against combined moderate and severe (moderate/severe) exacerbations in a randomised, observer-blinded, placebo-controlled phase 2b trial of patients with chronic obstructive pulmonary disease (COPD). Nevertheless, observations on rates of severe exacerbations and hospitalisations encouraged further evaluation. METHODS: Patients with stable COPD (moderate to very severe airflow limitation, Global Initiative for Chronic Obstructive Lung Disease [GOLD] stage 2-4), 40-80 years and at least one moderate/severe exacerbation in the last year received two doses of NTHi-Mcat vaccine or placebo plus standard care. Secondary analyses were conducted on VE against exacerbations according to severity. Potential predictive factors at baseline for VE against severe exacerbations were explored in post-hoc analyses. RESULTS: Of 606 patients enrolled, 571 were included in the efficacy analysis (279 in NTHi-Mcat vaccine group, 292 in placebo group). VE against severe acute exacerbations of COPD (AECOPD) in various subgroups was 52.11 % (p = 0.015; frequent exacerbators), 65.43 % (p = 0.015; baseline GOLD grade 4), 38.24 % (p = 0.034; previous pneumococcal and/or influenza vaccination). VE was 52.49 % (p = 0.044) for the 6-12 months period after 1 month post-dose 2. Multivariable analysis identified two factors (frequent exacerbator status plus inhaled corticosteroid use at baseline) associated with significant VE against severe AECOPD; in this subpopulation, VE was 74.99 % (p < 0.001). CONCLUSION: Results suggest potential efficacy with the NTHi-Mcat vaccine against severe exacerbations in certain patients with COPD, in particular those who have frequent exacerbations and use inhaled corticosteroids. This potential signal requires confirmation in an appropriately designed prospective clinical trial. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03281876.


Assuntos
Vacinas Anti-Haemophilus , Doença Pulmonar Obstrutiva Crônica , Corticosteroides , Progressão da Doença , Vacinas Anti-Haemophilus/uso terapêutico , Haemophilus influenzae , Humanos , Proteínas de Membrana , Moraxella catarrhalis , Estudos Prospectivos , Doença Pulmonar Obstrutiva Crônica/prevenção & controle
5.
Proc Natl Acad Sci U S A ; 118(40)2021 10 05.
Artigo em Inglês | MEDLINE | ID: mdl-34583990

RESUMO

Although there is a large gap between Black and White American life expectancies, the gap fell 48.9% between 1990 and 2018, mainly due to mortality declines among Black Americans. We examine age-specific mortality trends and racial gaps in life expectancy in high- and low-income US areas and with reference to six European countries. Inequalities in life expectancy are starker in the United States than in Europe. In 1990, White Americans and Europeans in high-income areas had similar overall life expectancy, while life expectancy for White Americans in low-income areas was lower. However, since then, even high-income White Americans have lost ground relative to Europeans. Meanwhile, the gap in life expectancy between Black Americans and Europeans decreased by 8.3%. Black American life expectancy increased more than White American life expectancy in all US areas, but improvements in lower-income areas had the greatest impact on the racial life expectancy gap. The causes that contributed the most to Black Americans' mortality reductions included cancer, homicide, HIV, and causes originating in the fetal or infant period. Life expectancy for both Black and White Americans plateaued or slightly declined after 2012, but this stalling was most evident among Black Americans even prior to the COVID-19 pandemic. If improvements had continued at the 1990 to 2012 rate, the racial gap in life expectancy would have closed by 2036. European life expectancy also stalled after 2014. Still, the comparison with Europe suggests that mortality rates of both Black and White Americans could fall much further across all ages and in both high-income and low-income areas.


Assuntos
População Negra/estatística & dados numéricos , Expectativa de Vida/etnologia , Mortalidade/etnologia , População Branca/estatística & dados numéricos , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Europa (Continente) , Humanos , Lactente , Expectativa de Vida/tendências , Pessoa de Meia-Idade , Mortalidade/tendências , Estados Unidos , Adulto Jovem
6.
Artigo em Inglês | MEDLINE | ID: mdl-26738016

RESUMO

Counting bacterial colonies on microbiological culture plates is a time-consuming, error-prone, nevertheless fundamental task in microbiology. Computer vision based approaches can increase the efficiency and the reliability of the process, but accurate counting is challenging, due to the high degree of variability of agglomerated colonies. In this paper, we propose a solution which adopts Convolutional Neural Networks (CNN) for counting the number of colonies contained in confluent agglomerates, that scored an overall accuracy of the 92.8% on a large challenging dataset. The proposed CNN-based technique for estimating the cardinality of colony aggregates outperforms traditional image processing approaches, becoming a promising approach to many related applications.


Assuntos
Contagem de Colônia Microbiana/métodos , Redes Neurais de Computação , Bases de Dados como Assunto , Processamento de Imagem Assistida por Computador , Reprodutibilidade dos Testes
7.
Ig Sanita Pubbl ; 60(6): 421-35, 2004.
Artigo em Italiano | MEDLINE | ID: mdl-17206232

RESUMO

Patient education is well known to be an essential aspect in the management of diabetes mellitus. This report aims to provide a general review of nursing care management for patients with diabetes mellitus, in particular non-insulin dependent type 2 diabetes, at either the inpatient or outpatient levels, in Friuli Venezia Giulia. Furthermore, it aims to identify the factors that may be preventing the implementation of adequate diabetes nursing care. We have identified 48 professional nurses formally involved in centres for diabetic care with a response rate of 87.5%.


Assuntos
Diabetes Mellitus Tipo 2/terapia , Papel do Profissional de Enfermagem , Educação de Pacientes como Assunto , Algoritmos , Humanos , Pacientes Internados , Itália , Pacientes Ambulatoriais , Educação de Pacientes como Assunto/estatística & dados numéricos , Qualidade da Assistência à Saúde , Estudos Retrospectivos , Inquéritos e Questionários
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