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1.
Euro Surveill ; 29(24)2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38873794

RESUMO

We describe a pertussis outbreak in the Vallès region of Catalonia, from September 2023 to April 2024. Incidence was high in children aged 10-14 years compared with previous outbreaks. Limited impact in newborns could be explained by the high vaccination coverage during pregnancy and at 11 months of age in 2022, at 85% and 94.1 %, respectively. A third booster vaccine dose during preadolescence should be considered and vaccination coverage in pregnant women be improved to control future outbreaks.


Assuntos
Surtos de Doenças , Vacina contra Coqueluche , Coqueluche , Humanos , Coqueluche/epidemiologia , Coqueluche/prevenção & controle , Coqueluche/diagnóstico , Espanha/epidemiologia , Feminino , Adolescente , Criança , Incidência , Lactente , Vacina contra Coqueluche/administração & dosagem , Gravidez , Pré-Escolar , Masculino , Recém-Nascido , Vacinação/estatística & dados numéricos , Adulto , Cobertura Vacinal/estatística & dados numéricos , Imunização Secundária , Adulto Jovem , Bordetella pertussis/isolamento & purificação , Distribuição por Idade , Vigilância da População
3.
Diagn Microbiol Infect Dis ; 109(3): 116348, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38759432

RESUMO

Bordetella pertussis is the causative pathogen of whooping cough or pertussis, a contagious respiratory disease. Aside from serodiagnosis, laboratory confirmation of pertussis is done through PCR, as B. pertussis is difficult to culture. The ELITe InGenius instrument (ELITechGroup, France) with accompanying Bordetella ELITe MGB Kit was evaluated against a laboratory-developed assay. Both assays combine two screening (IS481, IS1001) and two confirmation targets (recA, ptxA-Pr or IS1002) for optimal sensitivity and specificity. The company's stated claims on sensitivity and reproducibility were confirmed. Accuracy testing showed full concordance between both assays for the screening targets. Minor discrepancies were seen for the B. pertussis confirmation target. Some cross-reactivity with other Bordetella species was observed for the IS481-target, however, none of these were confirmed in the ptxA-Pr target. These results show the suitability of the Bordetella ELITe MGB Kit for the detection and differentiation of B. pertussis, B. parapertussis and B. holmesii.


Assuntos
Bordetella pertussis , Bordetella , Sensibilidade e Especificidade , Coqueluche , Humanos , Coqueluche/diagnóstico , Coqueluche/microbiologia , Bordetella pertussis/isolamento & purificação , Bordetella pertussis/genética , Bordetella/isolamento & purificação , Bordetella/classificação , Bordetella/genética , Bordetella parapertussis/isolamento & purificação , Bordetella parapertussis/genética , Infecções por Bordetella/diagnóstico , Infecções por Bordetella/microbiologia , Reprodutibilidade dos Testes , Kit de Reagentes para Diagnóstico/normas , Reação em Cadeia da Polimerase/métodos , Técnicas de Diagnóstico Molecular/métodos
4.
Zhonghua Yi Xue Za Zhi ; 104(16): 1422-1425, 2024 Apr 23.
Artigo em Chinês | MEDLINE | ID: mdl-38644294

RESUMO

Demographic data and clinical data were collected retrospectively from patients with pertussis at the Children's Hospital Affiliated to the Capital Institute of Pediatrics between March 2011 and February 2023. Among the 270 hospitalized patients, 151 cases were male and 119 were female. The youngest age of admission was 10 days and the eldest age of admission was 11 years. The 270 hospitalized patients were divided into two groups according to onset age: <3 months (n=143) and≥3 months (n=127). For those in the <3-month-old group, the incidence of severe pneumonia and severe pertussis were 21.0% and 38.5%, respectively, both were significantly higher than those in≥3-month-old group (7.9% and 11.0%, both P<0.05). For those in the <3-month-old group, paroxysmal spasmodic cough, post-tussive vomiting, paroxysmal cyanosis, apnea, and decreased heart rate after coughing were 86.7%, 25.2%, 38.5%, 7.0% and 16.8%, respectively, all were significantly higher than those in ≥3-month-old group (76.4%, 10.2%, 15.7%, 1.6% and 1.6%, all P<0.05). For those in the<3-month-old group, the incidence of hypoxemia, respiratory failure, were 36.4%, 16.8%, respectively, and both were significantly higher than those in≥3-month-old group (10.2%, 7.1%, P<0.05). It indicated that among the infants under 3 months, the incidence of vomiting after coughing, paroxysmal cyanosis, apnea, hypoxemia, respiratory failure, decreased heart rate after coughing and severe pneumonia were significantly higher than those above 3 months. Infants under 3 months were prone to severe pertussis.


Assuntos
Hospitalização , Coqueluche , Humanos , Coqueluche/diagnóstico , Lactente , Masculino , Feminino , Estudos Retrospectivos , Incidência , Recém-Nascido , Tosse , Pneumonia , Criança , Vômito
5.
Clin Infect Dis ; 78(6): 1727-1731, 2024 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-38607928

RESUMO

BACKGROUND: In 2020, the Council of State and Territorial Epidemiologists (CSTE) pertussis case definition was modified; the main change was classifying polymerase chain reaction (PCR)-positive cases as confirmed, regardless of cough duration. Pertussis data reported through Enhanced Pertussis Surveillance (EPS) in 7 sites and the National Notifiable Diseases Surveillance System (NNDSS) were used to evaluate the impact of the new case definition. METHODS: We compared the number of EPS cases with cough onset in 2020 to the number that would have been reported based on the prior (2014) CSTE case definition. To assess the impact of the change nationally, the proportion of EPS cases newly reportable under the 2020 CSTE case definition was applied to 2020 NNDSS data to estimate how many additional cases were captured nationally. RESULTS: Among 442 confirmed and probable cases reported to EPS states in 2020, 42 (9.5%) were newly reportable according to the 2020 case definition. Applying this proportion to the 6124 confirmed and probable cases reported nationally in 2020, we estimated that the new definition added 582 cases. Had the case definition not changed, reported cases in 2020 would have decreased by 70% from 2019; the observed decrease was 67%. CONCLUSIONS: Despite a substantial decrease in reported pertussis cases in the setting of coronavirus disease 2019 (COVID-19), our data show that the 2020 pertussis case definition change resulted in additional case reporting compared with the previous case definition, providing greater opportunities for public health interventions such as prophylaxis of close contacts.


Assuntos
Bordetella pertussis , Coqueluche , Coqueluche/epidemiologia , Coqueluche/diagnóstico , Coqueluche/prevenção & controle , Humanos , Estados Unidos/epidemiologia , Criança , Bordetella pertussis/genética , Bordetella pertussis/isolamento & purificação , Pré-Escolar , Lactente , Adolescente , Adulto , Adulto Jovem , Masculino , Vigilância da População , Feminino , Notificação de Doenças/estatística & dados numéricos , Reação em Cadeia da Polimerase
7.
Zhonghua Yi Xue Za Zhi ; 104(15): 1258-1279, 2024 Apr 16.
Artigo em Chinês | MEDLINE | ID: mdl-38637166

RESUMO

Pertussis re-emergence is a global public health concern. The reported incidence of pertussis in China from 2018 to 2022 was comparable to that in the late 1980s. In fact, the incidence of pertussis is still significantly underestimated in China, owing to a lack of comprehensive active pertussis surveillance, missed diagnosis of atypical pertussis cases, and the fact that many medical institutions do not perform pertussis laboratory diagnosis. Meanwhile, China is also faced with the clinical issue that Bordetella pertussis is highly resistant to first-line macrolide treatment. To better guide and standardize the clinical diagnosis, treatment, monitoring, prevention and control of pertussis cases in China, a multidisciplinary guideline development group comprised of experts in infectious diseases, epidemiology, immunization planning and guideline methodology proposed 12 clinical issues related to the diagnosis, treatment and prevention, especially vaccine immunization strategies from a practical perspective. Through research question construction, evidence retrieval and synthesis, evidence appraisal and evidence-to-decision discussion, recommendations and implementation suggestions were formulated to provide references for clinical physicians engaged in the diagnosis and management of pertussis, microbiological laboratory professionals, hospital infection control professionals, and public health professionals involved in infectious disease prevention, control and immunization planning.


Assuntos
Coqueluche , Humanos , Coqueluche/diagnóstico , Coqueluche/prevenção & controle , Vacina contra Coqueluche , Vacinação , China/epidemiologia , Incidência , Bordetella pertussis
8.
Arch Pediatr ; 31(3): 172-175, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38490892

RESUMO

Bordetella holmesii is a bacterium recently recognized in 1995. It is a gram-negative coccobacillus that can cause pertussis-like symptoms in humans as well as invasive infections. It is often confused with Bordetella pertussis because routine diagnostic tests for whooping cough are not species-specific. The prevalence of B. holmesii as a cause of pertussis has increased in several countries. Therefore, B. holmesii assays are important for determining the epidemiology of pertussis, for the choice of an effective treatment, and for detecting vaccination failures.


Assuntos
Bordetella , Coqueluche , Humanos , Coqueluche/diagnóstico , Coqueluche/epidemiologia , Coqueluche/prevenção & controle , Bordetella pertussis
9.
J Clin Microbiol ; 62(4): e0165323, 2024 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-38445858

RESUMO

Whole-genome sequencing (WGS) of microbial pathogens recovered from patients with infectious disease facilitates high-resolution strain characterization and molecular epidemiology. However, increasing reliance on culture-independent methods to diagnose infectious diseases has resulted in few isolates available for WGS. Here, we report a novel culture-independent approach to genome characterization of Bordetella pertussis, the causative agent of pertussis and a paradigm for insufficient genomic surveillance due to limited culture of clinical isolates. Sequencing libraries constructed directly from residual pertussis-positive diagnostic nasopharyngeal specimens were hybridized with biotinylated RNA "baits" targeting B. pertussis fragments within complex mixtures that contained high concentrations of host and microbial background DNA. Recovery of B. pertussis genome sequence data was evaluated with mock and pooled negative clinical specimens spiked with reducing concentrations of either purified DNA or inactivated cells. Targeted enrichment increased the yield of B. pertussis sequencing reads up to 90% while simultaneously decreasing host reads to less than 10%. Filtered sequencing reads provided sufficient genome coverage to perform characterization via whole-genome single nucleotide polymorphisms and whole-genome multilocus sequencing typing. Moreover, these data were concordant with sequenced isolates recovered from the same specimens such that phylogenetic reconstructions from either consistently clustered the same putatively linked cases. The optimized protocol is suitable for nasopharyngeal specimens with diagnostic IS481 Ct < 35 and >10 ng DNA. Routine implementation of these methods could strengthen surveillance and study of pertussis resurgence by capturing additional cases with genomic characterization.


Assuntos
Bordetella , Coqueluche , Humanos , Bordetella pertussis/genética , Coqueluche/diagnóstico , Coqueluche/epidemiologia , Filogenia , Genômica , DNA
10.
Diagn Microbiol Infect Dis ; 109(2): 116239, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38552444

RESUMO

Bordetella pertussis is a bacterial pathogen responsible for pertussis, which is a highly contagious respiratory disease. Despite the relatively high vaccination coverage, pertussis is considered a reemerging disease that necessitates enhanced strategies for identification, prevention, and control. The diagnosis of pertussis typically involves a combination of clinical evaluation, laboratory tests, and a thorough medical history. The current technologies for pertussis diagnosis have their own limitations, prompting the exploration of alternative diagnostic approaches that offer enhanced sensitivity, specificity, and speed. Microfluidic technology is considered a very promising tool for the diagnosis of infectious diseases, as it offers more rapid and accurate outputs. It allows point-of-care testing (POCT) at or near the patient site, which can be critical, especially for an outbreak or pandemic. In this paper, current pertussis diagnostic tools with their limitations were discussed, and microfluidic approaches for the diagnosis of pertussis were highlighted.


Assuntos
Bordetella pertussis , Testes Imediatos , Coqueluche , Bordetella pertussis/isolamento & purificação , Humanos , Coqueluche/diagnóstico , Coqueluche/microbiologia , Sensibilidade e Especificidade , Microfluídica/métodos
11.
Pediatr Infect Dis J ; 43(7): 614-619, 2024 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-38534962

RESUMO

BACKGROUND: Pertussis is a highly contagious respiratory illness that can be especially dangerous to young children. Transmission of pertussis often occurs in household settings and is impacted by the timing of treatment and postexposure chemoprophylaxis. This study analyzes the risk for secondary household transmission and if delays in diagnosing pertussis increased the risk for household transmission. METHODS: We conducted 2 population-based studies using a large nationally representative administrative claims database. The first study utilized a stratified monthly incidence model to compare the incidence of pertussis among enrollees exposed to a family member with pertussis versus those not exposed. The second study was conducted at a household level following the index case of pertussis in each household. We identified diagnostic delays in the initial household case and used a logistic regression model to evaluate if such delays were associated with a greater risk for transmission. RESULTS: The incidence rate ratio of pertussis was 938.99 [95% confidence interval (CI): 880.19-1001.73] among enrollees exposed to a family member with pertussis relative to those not exposed. The odds of secondary household transmission in households where the index case experienced a diagnostic delay was 5.10 (CI: 4.44-5.85) times the odds of transmission when the index case was not delayed. We found that longer delays were associated with a greater risk for secondary household transmission ( P < 0.0001). CONCLUSIONS: There is a high rate of secondary transmission of pertussis in household settings. Diagnostic delays increase the likelihood that pertussis will transmit in the household.


Assuntos
Diagnóstico Tardio , Características da Família , Coqueluche , Humanos , Coqueluche/transmissão , Coqueluche/epidemiologia , Coqueluche/diagnóstico , Pré-Escolar , Feminino , Masculino , Lactente , Incidência , Diagnóstico Tardio/estatística & dados numéricos , Criança , Adolescente , Adulto , Adulto Jovem , Recém-Nascido , Pessoa de Meia-Idade
12.
Chest ; 165(6): 1352-1361, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38128608

RESUMO

BACKGROUND: Individuals with chronic respiratory illnesses may be at higher risk of pertussis infection and severe pertussis than those without. RESEARCH QUESTION: What is the incidence of pertussis and pertussis complications in cohorts with preexisting asthma or COPD vs age- and sex-matched control patients from the general population in the United States? STUDY DESIGN AND METHODS: This observational, retrospective study included individuals aged ≥ 10 years from an administrative health claims system between 2007 and 2019. Individuals with preexisting asthma or COPD were matched with control patients from the general population. The incidence of pertussis infections and pertussis-related complications were assessed overall and by age. The incidence of asthma or COPD exacerbations was also assessed before and after diagnosis of pertussis. RESULTS: In the general population, incidence per 100,000 person-years of pertussis infection ranged from 5.33 in 2007 to 13.04 in 2012, with highest (all years) in those aged 10 to 17 years. The risk of pertussis was higher for the asthma (rate ratio, 3.57; 95% CI, 3.25-3.92) and COPD cohorts (rate ratio, 1.83; 95% CI, 1.57-2.12) than the general population. Those with asthma or COPD had a 4.12-fold (95% CI, 3.16-5.38) and 2.82-fold (95% CI, 2.14-3.27) increased risk of pertussis with complications than the general population, respectively. Exacerbations were most frequent 30 days before pertussis diagnosis (incidence rate [IR], 25%) in the asthma cohort and 30 days before (IR, 26%) and after (IR, 22%) pertussis diagnosis, remaining elevated for 180 days after diagnosis, in the COPD cohort. INTERPRETATION: Among these insured individuals, asthma or COPD increased the risk for pertussis disease and complications vs the general population. COPD and asthma exacerbations were observed most frequently within 30 days of receiving a pertussis diagnosis and remained elevated, suggesting a long-term effect of pertussis in the COPD cohort.


Assuntos
Asma , Doença Pulmonar Obstrutiva Crônica , Coqueluche , Humanos , Asma/epidemiologia , Asma/complicações , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Doença Pulmonar Obstrutiva Crônica/complicações , Coqueluche/epidemiologia , Coqueluche/complicações , Coqueluche/diagnóstico , Masculino , Feminino , Estados Unidos/epidemiologia , Adolescente , Adulto , Estudos Retrospectivos , Incidência , Pessoa de Meia-Idade , Criança , Idoso , Adulto Jovem , Efeitos Psicossociais da Doença
15.
J Microbiol Methods ; 211: 106786, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37454935

RESUMO

BACKGROUND: Pertussis, or whooping cough, is a highly contagious respiratory disease caused by Bordetella pertussis (BP). Pertactin (PRN) is one of the main immunogenic components of BP and is employed in many commercialized acellular pertussis vaccines (aPVs). Purification of this protein by conventional chromatography methods is challenging and commonly requires multiple laborious processes with low recovery. Using specific monoclonal antibodies (mAbs) for the purification of PRN antigen is expected to yield high purity and recovery of the target molecule. METHODS: Recombinant PRN antigen was used to produce mouse mAbs using hybridoma technology. Structural and functional characteristics of the mAbs were assessed by ELISA, immunoblotting, and flow cytometry. Selected mAbs were employed to purify PRN by affinity chromatography, and the purity and recovery of the purified protein were analyzed by ELISA, SDS-PAGE, and immunoblotting. Moreover, ELISA and flow cytometry techniques were designed using these mAbs to detect PRN in different strains of BP. RESULTS: Five mAbs were produced and selected based on their reactivity with native PRN. Our results demonstrate that purification of PRN by affinity chromatography resulted in a highly pure antigen with 75-85 percent recovery. In addition, ELISA and flow cytometry results indicated that these mAbs could recognize PRN in the bacterial cell walls of different BP strains. CONCLUSION: We successfully produced PRN-specific mAbs and designed an affinity chromatography method to purify PRN antigen with higher purity and recovery than conventional methods. These mAbs could be employed as valuable tools for the detection and purification of PRN for vaccine manufacturing.


Assuntos
Coqueluche , Animais , Camundongos , Coqueluche/diagnóstico , Coqueluche/prevenção & controle , Fatores de Virulência de Bordetella , Bordetella pertussis , Proteínas da Membrana Bacteriana Externa , Vacina contra Coqueluche , Anticorpos Monoclonais , Anticorpos Antibacterianos
16.
J Infect Public Health ; 16(8): 1167-1173, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37269695

RESUMO

BACKGROUND: The determination of serum anti-pertussis toxin (PT) IgG antibodies is recommended for the diagnosis and surveillance of pertussis. However, the diagnostic power of anti-PT IgG can be hampered by possible interference from previous vaccinations. We aim to assess if anti-PT IgA antibodies can be well induced by Bordetella pertussis (B. pertussis) infections in children, and their capacity to improve pertussis serodiagnosis. METHODS: Serum samples from 172 hospitalized children younger than 10 years old with confirmed pertussis were tested. Pertussis was confirmed by culture, PCR and/or serology. Anti-PT IgA antibodies were determined with commercial ELISA kits. RESULTS: Sixty-four (37.2 %) subjects had anti-PT IgA antibodies greater than or equal to 15 IU/ml, and 52 (30.2 %) of them had anti-PT IgA antibodies greater than or equal to 20 IU/ml. No children with negative anti-PT IgG (less than 40 IU/ml) were observed to have anti-PT IgA antibodies greater than or equal to 15 IU/ml. Of patients younger than one year of age, about 50 % had an IgA antibody response. Moreover, the proportion of subjects with anti-PT IgA antibodies greater than or equal to 15 IU/ml among PCR negative subjects was significantly higher than that among PCR positive subjects (76.9 % vs 35.5 %). CONCLUSIONS: The determination of anti-PT IgA antibodies does not seem to have added value for the serodiagnosis of pertussis in children older than one year of age. However, for infants, determination of serum anti-PT IgA antibodies appears to be useful for the diagnosis of pertussis especially when PCR and culture are negative. The results should be interpreted with caution as the number of subjects included in this study was limited.


Assuntos
Bordetella pertussis , Coqueluche , Criança , Lactente , Humanos , Pré-Escolar , Toxina Pertussis , Anticorpos Antibacterianos , Imunoglobulina G , Coqueluche/diagnóstico , Ensaio de Imunoadsorção Enzimática/métodos , Imunoglobulina A
17.
PLoS One ; 18(5): e0285953, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37200360

RESUMO

BACKGROUND: Post-exposure prophylaxis (PEP) for pertussis is recommended for household contacts of pertussis cases in the United States within 21 days of exposure, but data on PEP effectiveness for prevention of secondary cases in the setting of widespread pertussis vaccination are limited. We implemented a multi-state evaluation of azithromycin PEP use and effectiveness among household contacts. METHODS: Culture- or PCR-confirmed pertussis cases were identified through surveillance. Household contacts were interviewed within 7 days of case report and again 14-21 days later. Interviewers collected information on exposure, demographics, vaccine history, prior pertussis diagnosis, underlying conditions, PEP receipt, pertussis symptoms, and pertussis testing. A subset of household contacts provided nasopharyngeal and blood specimens during interviews. RESULTS: Of 299 household contacts who completed both interviews, 12 (4%) reported not receiving PEP. There was no evidence of higher prevalence of cough or pertussis symptoms among contacts who did not receive PEP. Of 168 household contacts who provided at least one nasopharyngeal specimen, four (2.4%) were culture or PCR positive for B. pertussis; three of these received PEP prior to their positive test result. Of 156 contacts with serologic results, 14 (9%) had blood specimens that were positive for IgG anti-pertussis toxin (PT) antibodies; all had received PEP. CONCLUSIONS: Very high PEP uptake was observed among household contacts of pertussis patients. Although the number of contacts who did not receive PEP was small, there was no difference in prevalence of pertussis symptoms or positive laboratory results among these contacts compared with those who did receive PEP.


Assuntos
Profilaxia Pós-Exposição , Coqueluche , Humanos , Estados Unidos/epidemiologia , Profilaxia Pós-Exposição/métodos , Coqueluche/epidemiologia , Coqueluche/prevenção & controle , Coqueluche/diagnóstico , Bordetella pertussis , Azitromicina/uso terapêutico , Toxina Pertussis
18.
PeerJ ; 11: e15175, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37193027

RESUMO

Pediatric community-acquired pneumonia (CAP) remains a pressing global health concern, particularly in low-resource settings where diagnosis and treatment rely on empiric, symptoms-based guidelines such as the WHO's Integrated Management of Childhood Illness (IMCI). This study details the delivery of IMCI-based health care to 1,320 young infants and their mothers in a low-resource urban community in Lusaka, Zambia during 2015. Our Southern Africa Mother Infant Pertussis Study (SAMIPS) prospectively monitored a cohort of mother/infant pairs across infants' first four months of life, recording symptoms of respiratory infection and antibiotics prescriptions (predominantly penicillins), and tested nasopharyngeal (NP) samples for respiratory syncytial virus (RSV) and Bordetella pertussis. Our retrospective analysis of the SAMIPS cohort found that symptoms and antibiotics use were more common in infants (43% and 15.7%) than in mothers (16.6% and 8%), while RSV and B. pertussis were observed at similar rates in infants (2.7% and 32.5%) and mothers (2% and 35.5%), albeit frequently at very low levels. In infants, we observed strong associations between symptoms, pathogen detection, and antibiotics use. Critically, we demonstrate that non-macrolide antibiotics were commonly prescribed for pertussis infections, some of which persisted across many weeks. We speculate that improved diagnostic specificity and/or clinician education paired with timely, appropriate treatment of pertussis could substantially reduce the burden of this disease while reducing the off-target use of penicillins.


Assuntos
Vírus Sincicial Respiratório Humano , Coqueluche , Feminino , Humanos , Lactente , Criança , Coqueluche/diagnóstico , Estudos Retrospectivos , Zâmbia/epidemiologia , Antibacterianos/uso terapêutico , Bordetella pertussis , Penicilinas
19.
Hum Vaccin Immunother ; 19(1): 2209455, 2023 12 31.
Artigo em Inglês | MEDLINE | ID: mdl-37171155

RESUMO

While tetanus-diphtheria-acellular pertussis (Tdap) vaccines for adolescents and adults were licensed in 2005 and immunization strategies proposed, the burden of pertussis in this population remains under-recognized mainly due to atypical disease presentation, undermining efforts to optimize protection through vaccination. We developed a machine learning algorithm to identify undiagnosed/misdiagnosed pertussis episodes in patients diagnosed with acute respiratory disease (ARD) using signs, diseases and symptoms from clinician notes and demographic information within electronic health-care records (Optum Humedica repository [2007-2019]). We used two patient cohorts aged ≥11 years to develop the model: a positive pertussis cohort (4,515 episodes in 4,316 patients) and a negative pertussis (ARD) cohort (4,573,445 episodes and patients), defined using ICD 9/10 codes. To improve contrast between positive pertussis and negative pertussis (ARD) episodes, only episodes with ≥7 symptoms were selected. LightGBM was used as the machine learning model for pertussis episode identification. Model validity was determined using laboratory-confirmed pertussis positive and negative cohorts. Model explainability was obtained using the Shapley additive explanations method. The predictive performance was as follows: area under the precision-recall curve, 0.24 (SD, 7 × 10-3); recall, 0.72 (SD, 4 × 10-3); precision, 0.012 (SD, 1 × 10-3); and specificity, 0.94 (SD, 7 × 10-3). The model applied to laboratory-confirmed positive and negative pertussis episodes had a specificity of 0.846. Predictive probability for pertussis increased with presence of whooping cough, whoop, and post-tussive vomiting in clinician notes, but decreased with gastrointestinal bleeding, sepsis, pulmonary symptoms, and fever. In conclusion, machine learning can help identify pertussis episodes among those diagnosed with ARD.


Assuntos
Vacinas contra Difteria, Tétano e Coqueluche Acelular , Difteria , Tétano , Coqueluche , Adulto , Adolescente , Humanos , Coqueluche/diagnóstico , Coqueluche/epidemiologia , Coqueluche/prevenção & controle , Registros Eletrônicos de Saúde , Vacinação , Tétano/prevenção & controle , Difteria/prevenção & controle
20.
BMC Infect Dis ; 23(1): 212, 2023 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-37024849

RESUMO

BACKGROUND: Pertussis is a highly contagious respiratory disease caused by the bacterium Bordetella pertussis, characterized by paroxysms of severe coughing, and predominantly affects children. We report the first case of multiple fractures in the ribs, lumbar spine, and sacrum associated with severe coughing caused by Bordetella pertussis infection in an adult. CASE PRESENTATION: A 49-year-old female presented with acute-onset chest wall pain for 3 weeks. Imaging results revealed multiple fractures in the ribs and vertebrae, as well as bilateral pleural effusion, pericardial effusion, right pneumothorax, and enlargement of the left parapharyngeal and subclavian lymph nodes. The patient's bone density scan, autoimmune antibodies, bone marrow biopsy, and sacral bone biopsy all came back normal. Imaging test results found no evidence of solid tumors or active TB infection. The patient later recalled having violent coughing prior to the onset of chest pain and several family members having similar symptoms. Her blood sample was sent to the CDC, revealing Bordetella pertussis toxin (PT) IgG titer of 110.68 IU/mL. The patient was diagnosed with pertussis and multiple stress fractures from violent coughing. Symptomatic treatments were administered, and the patient's symptoms improved. The patient was followed up 8 weeks later, she reported no more coughing or chest pain. CONCLUSIONS: Pertussis is not just a pediatric disease, but diagnosis in adults is challenging as patients may present with a myriad of confusing symptoms, such as multiple stress fractures due to violent coughing. Medical and epidemiological histories are key to reaching the correct diagnosis, which is essential for appropriate treatments to avoid further complications. Adult immunization should be suggested both for the protection of the adult population and to prevent transmission to children.


Assuntos
Infecções por Bordetella , Fraturas Múltiplas , Fraturas de Estresse , Coqueluche , Humanos , Criança , Adulto , Feminino , Pessoa de Meia-Idade , Bordetella pertussis , Coqueluche/complicações , Coqueluche/diagnóstico , Coqueluche/epidemiologia , Fraturas de Estresse/complicações , Fraturas Múltiplas/complicações , Tosse/etiologia , Dor no Peito/complicações , Anticorpos Antibacterianos , Imunoglobulina G , Costelas , Toxina Pertussis
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