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1.
Artigo em Inglês | MEDLINE | ID: mdl-38580206

RESUMO

BACKGROUND: US-based perioperative anaphylaxis (POA) studies are limited to single-center experiences. A recent report found that a serum acute tryptase (sAT) >9.8 ng/mL or mast cell activation (MCA) can predict POA causal agent identification. Urinary mast cell mediator metabolites (uMC) have not been studied in POA. OBJECTIVE: To analyze the epidemiologic data of POA, to determine if sAT or MCA can predict suspected causal agent identification, and to evaluate uMC utility in POA. METHODS: This study is a retrospective multicenter review of POA cases that were subcategorized by suspected causal agent identification status. sAT, MCA (defined as sAT >2 + 1.2 × serum baseline tryptase), and uMC (N-methylhistamine [N-MH], 11ß-prostaglandin-F2α [11ß-PGF2α], leukotriene E4 [LTE4]) were recorded. RESULTS: Of 100 patients (mean age 52 [standard deviation 17] years, 94% adult, 50% female, 90% White, and 2% Hispanic) with POA, 73% had an sAT available, 41% had MCA, 16% had uMC available, and 50% had an identifiable suspected cause. POA cases with an identifiable suspected cause had a positive MCA status (100% vs 78%; P = .01) compared with POA with an unidentifiable cause. An elevated median sAT did not predict causal agent identification. Positive uMC were not associated with suspected causal agent identification during POA. Patients with positive uMC had a higher median sAT (30 vs 6.45 ng/mL; P = .001) and MCA status (96% vs 12%; P = .001) compared with negative uMC patients. Patients with POA had an elevated acute/baseline uMC ratios: 11ß-PGF2α ratio > 1.6, N-MH ratio >1.7, and LTE4 ratio >1.8. CONCLUSIONS: The presence of MCA in POA is associated with suspected causal agent identification. Positive uMC possibly correlate with a higher sAT level and MCA status but require further study. The authors suggest applying an acute/baseline uMC ratio (11ß-PGF2α ratio >1.6, N-MH ratio >1.7, and LTE4 ratio >1.87) in patients with POA for MCA when a tryptase level is inconclusive during POA evaluations.

2.
J Allergy Clin Immunol Pract ; 12(5): 1181-1191.e10, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38242531

RESUMO

BACKGROUND: Using the reaction history in logistic regression and machine learning (ML) models to predict penicillin allergy has been reported based on non-US data. OBJECTIVE: We developed ML positive penicillin allergy testing prediction models from multisite US data. METHODS: Retrospective data from 4 US-based hospitals were grouped into 4 datasets: enriched training (1:3 case-control matched cohort), enriched testing, nonenriched internal testing, and nonenriched external testing. ML algorithms were used for model development. We determined area under the curve (AUC) and applied the Shapley Additive exPlanations (SHAP) framework to interpret risk drivers. RESULTS: Of 4777 patients (mean age 60 [standard deviation: 17] years; 68% women, 91% White, and 86% non-Hispanic) evaluated for penicillin allergy labels, 513 (11%) had positive penicillin allergy testing. Model input variables were frequently missing: immediate or delayed onset (71%), signs or symptoms (13%), and treatment (31%). The gradient-boosted model was the strongest model with an AUC of 0.67 (95% confidence interval [CI]: 0.57-0.77), which improved to 0.87 (95% CI: 0.73-1) when only cases with complete data were used. Top SHAP drivers for positive testing were reactions within the last year and reactions requiring medical attention; female sex and reaction of hives/urticaria were also positive drivers. CONCLUSIONS: An ML prediction model for positive penicillin allergy skin testing using US-based retrospective data did not achieve performance strong enough for acceptance and adoption. The optimal ML prediction model for positive penicillin allergy testing was driven by time since reaction, seek medical attention, female sex, and hives/urticaria.


Assuntos
Hipersensibilidade a Drogas , Aprendizado de Máquina , Penicilinas , Humanos , Feminino , Penicilinas/efeitos adversos , Masculino , Hipersensibilidade a Drogas/epidemiologia , Hipersensibilidade a Drogas/diagnóstico , Estudos Retrospectivos , Pessoa de Meia-Idade , Estados Unidos/epidemiologia , Idoso , Adulto , Antibacterianos/efeitos adversos , Estudos de Casos e Controles , Testes Cutâneos
5.
Int J Womens Dermatol ; 8(3): e009, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35822192

RESUMO

Autoimmune progesterone dermatitis (APD) is a rare hypersensitivity disorder characterized by recurring dermatologic manifestations during the luteal phase of the menstrual cycle in women. Well-defined clinical and diagnostic criteria, outcomes measurements, and standard treatments are lacking. Methods: We performed a single-institution retrospective review of adult patients (older than 20 years at the time of diagnosis) with APD. Results: Fourteen patients were included with mean age of clinical onset of 34.3 ± 7.7 (range 24-54) years. There was a delay of 3.9 ± 5.5 (range 0.4-20) years between the onset of disease symptoms and diagnosis. The onset of APD was after exposure to exogenous progesterone in 9 of 14 patients. Progesterone skin test was performed in 9 patients and 6 were positive. Patients frequently presented with urticaria (9/14, 64.3%) and dermatitis (4/14, 28.6%). Continuous combined oral contraceptives (4/14, 28.6%), gonadotropin-releasing hormone agonist (3/14, 21.4%), and hysterectomy with bilateral salpingo-oophorectomy (2/14, 14.3%) were the most common attempted treatments with reliable outcomes. Conclusions: APD is a rare disorder which lacks universal diagnostic measures and criteria, contributing to a significant delay in diagnosis. Large-scale multicenter studies are needed to develop accurate tests, establish diagnostic criteria, and define treatment outcomes.

6.
Allergy Asthma Proc ; 43(2): 163-167, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-35317894

RESUMO

Background: Penicillin is the most common reported drug allergy. Previous literature suggests that there is increased prevalence of penicillin drug allergy in female patients in the outpatient setting. However, this is poorly described in the inpatient setting. Objective: This study was performed to determine whether female sex is an independent risk factor for penicillin allergy in the inpatient setting. Methods: A retrospective review of electronic medical records (January 1, 2001-December 31, 2017) was performed for patients with a history of penicillin allergy who underwent penicillin skin testing (PST). Each chart review included the age at initial skin testing, sex, medications, and medical co-morbidities. The study was approved by the institutional review board. Results: 30,883 patients underwent PST with 29,354 and 1,529 occurring in the outpatient and inpatient setting respectively. 170 patients tested positive with a ≥ 5x5 wheal. Of the 170 positive patients, 122 were female (72%) and 48 were male (28%). 15 patients tested positive in the inpatient setting. Of the 1506 adult patients tested in the inpatient setting, 809 were female and 697 were male. 12 females (92.3%) and 1 one male (7.7%) tested positive with a ≥ 5x5 wheal (OR-10.5; 95% CI-1.4-80.8; p-value=0.02). 23 pediatric patients were tested in the inpatient setting. Two pediatric male patients were positive and no female pediatric patients tested positive (OR-1.7; 95% CI-0.5-5.9; p-value=0.5). Conclusion: In the inpatient setting, adult females are 10 times more likely to have a positive PST compared to males. Female sex may be a potential risk factor for objective penicillin drug allergy in the inpatient setting.


Assuntos
Hipersensibilidade a Drogas , Penicilinas , Adulto , Antibacterianos/efeitos adversos , Criança , Hipersensibilidade a Drogas/diagnóstico , Hipersensibilidade a Drogas/epidemiologia , Hipersensibilidade a Drogas/etiologia , Feminino , Humanos , Pacientes Internados , Masculino , Penicilinas/efeitos adversos , Fatores de Risco , Testes Cutâneos/efeitos adversos
10.
Ann Allergy Asthma Immunol ; 128(2): 153-160, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34798275

RESUMO

BACKGROUND: The mechanism of coronavirus disease 2019 (COVID-19) vaccine hypersensitivity reactions is unknown. COVID-19 vaccine excipient skin testing has been used in evaluation of these reactions, but its utility in predicting subsequent COVID-19 vaccine tolerance is also unknown. OBJECTIVE: To evaluate the utility of COVID-19 vaccine and vaccine excipient skin testing in both patients with an allergic reaction to their first messenger RNA COVID-19 vaccine dose and patients with a history of polyethylene glycol allergy who have not yet received a COVID-19 vaccine dose. METHODS: In this multicenter, retrospective review, COVID-19 vaccine and vaccine excipient skin testing was performed in patients referred to 1 of 3 large tertiary academic institutions. Patient medical records were reviewed after skin testing to determine subsequent COVID-19 vaccine tolerance. RESULTS: A total of 129 patients underwent skin testing, in whom 12 patients (9.3%) had positive results. There were 101 patients who received a COVID-19 vaccine after the skin testing, which was tolerated in 90 patients (89.1%) with no allergic symptoms, including 5 of 6 patients with positive skin testing results who received a COVID-19 vaccine after the skin testing. The remaining 11 patients experienced minor allergic symptoms after COVID-19 vaccination, none of whom required treatment beyond antihistamines. CONCLUSION: The low positivity rate of COVID-19 vaccine excipient skin testing and high rate of subsequent COVID-19 vaccine tolerance suggest a low utility of this method in evaluation of COVID-19 vaccine hypersensitivity reactions. Focus should shift to the use of existing vaccine allergy practice parameters, with consideration of graded dosing when necessary. On the basis of these results, strict avoidance of subsequent COVID-19 vaccination should be discouraged.


Assuntos
Vacinas contra COVID-19/efeitos adversos , COVID-19 , Hipersensibilidade , Testes Cutâneos , COVID-19/prevenção & controle , Humanos , Hipersensibilidade/etiologia , Futilidade Médica , Estudos Retrospectivos , Excipientes de Vacinas/efeitos adversos , Vacinas Sintéticas/efeitos adversos , Vacinas de mRNA/efeitos adversos
15.
Vaccine ; 39(21): 2850-2856, 2021 05 18.
Artigo em Inglês | MEDLINE | ID: mdl-33896666

RESUMO

Antibody responses to pneumococcal polysaccharide vaccination are frequently used as a diagnostic tool for humoral immunodeficiencies, part of the larger collection of inborn errors of immunity. Currently, arbitrary criteria, such as a serotype specific titer of >/= 1.3 µg/mL is most often used as a cut-off for interpretation of pneumococcal antibody responses. The magnitude of the antibody response to each of the 23 serotypes in Pneumovax®, and serotype-specific cut-offs in healthy pneumococcal vaccine-naïve adults has not been previously characterized. IgG antibody concentrations were measured prospectively for 23 pneumococcal serotypes pre and 4-6 weeks post-Pneumovax® vaccination in 100 healthy adults, using a multiplex bead-based assay. Antibodies to 19 of 23 serotypes were informative for distinguishing subjects who responded to vaccination, and the serotype threshold was determined to be 9 of 19 serotypes, which characterized an antibody response to pneumococcal vaccination. While this study may facilitate classification of IgG serotype-specific antibody responses post-pneumococcal vaccination in adult patients undergoing diagnostic immunological evaluation for antibody immunodeficiencies or other relevant contexts, additional studies in healthy children and S. pneumoniae protein-conjugate-vaccinated healthy adults will need to be undertaken in the future.


Assuntos
Formação de Anticorpos , Infecções Pneumocócicas , Adulto , Anticorpos Antibacterianos , Criança , Humanos , Infecções Pneumocócicas/prevenção & controle , Vacinas Pneumocócicas , Polissacarídeos , Sorogrupo , Vacinação
17.
BMJ Open Respir Res ; 7(1)2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-33371009

RESUMO

INTRODUCTION: The lack of effective, consistent, reproducible and efficient asthma ascertainment methods results in inconsistent asthma cohorts and study results for clinical trials or other studies. We aimed to assess whether application of expert artificial intelligence (AI)-based natural language processing (NLP) algorithms for two existing asthma criteria to electronic health records of a paediatric population systematically identifies childhood asthma and its subgroups with distinctive characteristics. METHODS: Using the 1997-2007 Olmsted County Birth Cohort, we applied validated NLP algorithms for Predetermined Asthma Criteria (NLP-PAC) as well as Asthma Predictive Index (NLP-API). We categorised subjects into four groups (both criteria positive (NLP-PAC+/NLP-API+); PAC positive only (NLP-PAC+ only); API positive only (NLP-API+ only); and both criteria negative (NLP-PAC-/NLP-API-)) and characterised them. Results were replicated in unsupervised cluster analysis for asthmatics and a random sample of 300 children using laboratory and pulmonary function tests (PFTs). RESULTS: Of the 8196 subjects (51% male, 80% white), we identified 1614 (20%), NLP-PAC+/NLP-API+; 954 (12%), NLP-PAC+ only; 105 (1%), NLP-API+ only; and 5523 (67%), NLP-PAC-/NLP-API-. Asthmatic children classified as NLP-PAC+/NLP-API+ showed earlier onset asthma, more Th2-high profile, poorer lung function, higher asthma exacerbation and higher risk of asthma-associated comorbidities compared with other groups. These results were consistent with those based on unsupervised cluster analysis and lab and PFT data of a random sample of study subjects. CONCLUSION: Expert AI-based NLP algorithms for two asthma criteria systematically identify childhood asthma with distinctive characteristics. This approach may improve precision, reproducibility, consistency and efficiency of large-scale clinical studies for asthma and enable population management.


Assuntos
Asma , Processamento de Linguagem Natural , Inteligência Artificial , Asma/diagnóstico , Asma/epidemiologia , Criança , Registros Eletrônicos de Saúde , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes
18.
Endocr Pract ; 26(7): 761-767, 2020 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-33471645

RESUMO

OBJECTIVE: To determine patterns of adverse drug reactions (ADRs), including immediate drug hypersensitivity reactions (DHRs) and predictable ADRs, to thyroid replacement therapy (TRT). TRT is the treatment of choice for hypothyroidism. Levothyroxine (LT4) is among the most commonly prescribed medications in the United States, with over 70 million prescriptions annually. Documented immediate DHRs to TRT are rare, with only a few case reports. METHODS: An 11-year (2008-2018) retrospective medical chart review of identified patients with self-reported allergy to TRT. ADRs to TRT were divided into immediate DHRs and predictable ADRs. RESULTS: A total of 466 patients were included in our study. We found an overall incidence of ADRs to TRT of 0.3%. Median age was 61.2 years; 85.8% were women, and 94.4% were Caucasian. The principal indication for TRT was autoimmune hypothyroidism (73.6%), followed by postsurgical hypothyroidism (17.4%) and subclinical hypothyroidism (6.7%). Predictable ADR manifestations to TRT were reported more commonly than DHR manifestations (57.5% vs. 42.5%, respectively). The most frequently reported of the former were palpitations (16.4%), nausea/vomiting (9.3%), and tremor (6.3%), while rash (23.8%), hives (9.5%), and pruritus (7.1%) were the most common regarding the latter. Fifty-six percent of the patients with an ADR to TRT tolerated an alternative TRT presentation. CONCLUSION: In our cohort, the majority of self-reported allergies to TRT were due to predictable ADRs rather than an immediate DHR. ABBREVIATIONS: ADR = adverse drug reaction; DHR = drug hypersensitivity reaction; FDA = Food and Drug Administration; LT3 = liothyronine; LT4 = levothyroxine; SCAR = severe cutaneous adverse drug reaction; TRT = thyroid replacement therapy.


Assuntos
Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Hipersensibilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Autorrelato , Tiroxina/efeitos adversos
19.
Front Pediatr ; 7: 113, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31001500

RESUMO

Emerging literature suggests that delayed identification of childhood asthma results in an increased risk of long-term and various morbidities compared to those with timely diagnosis and intervention, and yet this risk is still overlooked. Even when children and adolescents have a history of recurrent asthma-like symptoms and risk factors embedded in their medical records, this information is sometimes overlooked by clinicians at the point of care. Given the rapid adoption of electronic health record (EHR) systems, early identification of childhood asthma can be achieved utilizing (1) asthma ascertainment criteria leveraging relevant clinical information embedded in EHR and (2) innovative informatics approaches such as natural language processing (NLP) algorithms for asthma ascertainment criteria to enable such a strategy. In this review, we discuss literature relevant to this topic and introduce recently published informatics algorithms (criteria-based NLP) as a potential solution to address the current challenge of early identification of childhood asthma.

20.
Vaccine ; 37(10): 1350-1355, 2019 02 28.
Artigo em Inglês | MEDLINE | ID: mdl-30737041

RESUMO

BACKGROUND: Interpretation of the responses to the pneumococcal polysaccharide vaccine (Pneumovax®23, PPV) has proven challenging. In addition, there are few studies documenting the longevity of these responses. METHODS: The age-specific PPV IgM, IgA, IgG and IgG2 concentrations were determined pre, 4-6 weeks and 6 years post-vaccination in the serum of Prevnar®-naïve adults using VaccZyme™ pneumococcal capsular polysaccharide ELISAs. RESULTS: The median pre-vaccination concentrations were; PPV IgM 53 U/mL (5-95% CI: 16-169 U/mL), IgA 23 U/mL (6-103 U/mL), IgG 41 mg/L (10-184 U/mL) and IgG2 18 mg/L (3-95 U/mL). 4-6 weeks post-vaccination there was a median 6-fold (5-95% CI: 2-24) increase in PPV IgM (median 315 U/mL (5-95% CI: 60-1133 U/mL), 18-fold (4-74) increase in IgA (369 U/mL (78-1802 U/mL)), 9-fold (2-19) increase in IgG (375 mg/L (77-1238 mg/L)) and 8-fold (1-20) increase in IgG2 (141 mg/L (25-573 mg/L)). This was significant for all isotypes in all age ranges (p < 0.0001). Six years post-vaccination median PPV concentrations were; IgM 54 U/mL (17-128), IgA 85 U/mL (19-279), IgG 148 mg/L (30-997) and IgG2 57 mg/L (9-437). The median concentrations for all ages 6 years post-vaccination were significantly elevated compared to the pre-vaccination titres for PPV IgA, IgG and IgG2 isotypes only. The PPV IgM and IgA responses were influenced by age. At 6 years post vaccination, in individuals with normal PPV IgG, 34 individuals had PPV IgM and/or IgA concentrations below the lower limit of the healthy adult ranges. We also used the healthy adult reference ranges developed in this study to assess a cohort of primary immunodeficiency (PID) patients. CONCLUSION: These ranges will help to provide a framework for assessment and definition of normal response to PPV, which will facilitate clinical interpretation of a deficient polysaccharide response in those suspected of antibody deficiency.


Assuntos
Anticorpos Antibacterianos/sangue , Imunoglobulina A/sangue , Imunoglobulina G/sangue , Imunoglobulina M/sangue , Vacinas Pneumocócicas/imunologia , Doenças da Imunodeficiência Primária/imunologia , Adulto , Fatores Etários , Idoso , Feminino , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Vacinas Pneumocócicas/administração & dosagem , Streptococcus pneumoniae , Fatores de Tempo , Adulto Jovem
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