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1.
Drug Metab Dispos ; 52(8): 836-846, 2024 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-38772712

RESUMO

This study investigated an association between the cytochrome P450 (CYP) 2C8*3 polymorphism with asthma symptom control in children and changes in lipid metabolism and pro-inflammatory signaling by human bronchial epithelial cells (HBECs) treated with cigarette smoke condensate (CSC). CYP genes are inherently variable in sequence, and while such variations are known to produce clinically relevant effects on drug pharmacokinetics and pharmacodynamics, the effects on endogenous substrate metabolism and associated physiologic processes are less understood. In this study, CYP2C8*3 was associated with improved asthma symptom control among children: Mean asthma control scores were 3.68 (n = 207) for patients with one or more copies of the CYP2C8*3 allele versus 4.42 (n = 965) for CYP2C8*1/*1 (P = 0.0133). In vitro, CYP2C8*3 was associated with an increase in montelukast 36-hydroxylation and a decrease in linoleic acid metabolism despite lower mRNA and protein expression. Additionally, CYP2C8*3 was associated with reduced mRNA expression of interleukin-6 (IL-6) and C-X-C motif chemokine ligand 8 (CXCL-8) by HBECs in response to CSC, which was replicated using the soluble epoxide hydrolase inhibitor, 12-[[(tricyclo[3.3.1.13,7]dec-1-ylamino)carbonyl]amino]-dodecanoic acid. Interestingly, 9(10)- and 12(13)- dihydroxyoctadecenoic acid, the hydrolyzed metabolites of 9(10)- and 12(13)- epoxyoctadecenoic acid, increased the expression of IL-6 and CXCL-8 mRNA by HBECs. This study reveals previously undocumented effects of the CYP2C8*3 variant on the response of HBECs to exogenous stimuli. SIGNIFICANCE STATEMENT: These findings suggest a role for CYP2C8 in regulating the epoxyoctadecenoic acid:dihydroxyoctadecenoic acid ratio leading to a change in cellular inflammatory responses elicited by environmental stimuli that exacerbate asthma.


Assuntos
Asma , Brônquios , Citocromo P-450 CYP2C8 , Células Epiteliais , Humanos , Asma/tratamento farmacológico , Asma/genética , Asma/metabolismo , Citocromo P-450 CYP2C8/genética , Citocromo P-450 CYP2C8/metabolismo , Criança , Masculino , Feminino , Brônquios/efeitos dos fármacos , Brônquios/metabolismo , Brônquios/citologia , Células Epiteliais/efeitos dos fármacos , Células Epiteliais/metabolismo , Adolescente , Metabolismo dos Lipídeos/efeitos dos fármacos , Metabolismo dos Lipídeos/genética , Inflamação/genética , Inflamação/metabolismo , Células Cultivadas , Quinolinas/farmacologia , Polimorfismo de Nucleotídeo Único , Acetatos , Ciclopropanos , Sulfetos
2.
Artigo em Inglês | MEDLINE | ID: mdl-38886184

RESUMO

BACKGROUND: Accumulating evidence shows that peri-conceptional and in-utero exposures have lifetime health impacts for mothers and their offspring. OBJECTIVES: We conducted a Follow-Up Study of the Effects of Aspirin in Gestation and Reproduction (EAGeR) trial with two objectives. First, we determined if women who enrolled at the Utah site (N = 1001) of the EAGeR trial (2007-2011, N = 1228) could successfully be contacted and agree to complete an online questionnaire on their reproductive, cardio-metabolic, and offspring respiratory health 9-14 years after original enrollment. Second, we evaluated if maternal exposure to low-dose aspirin (LDA) during pregnancy was associated with maternal cardio-metabolic health and offspring respiratory health. METHODS: The original EAGeR study population included women, 18-40 years of age, who had 1-2 prior pregnancy losses, and who were trying to become pregnant. At follow-up (2020-2021), participants from the Utah cohort completed a 13-item online questionnaire on reproductive and cardio-metabolic health, and those who had a live birth during EAGeR additionally completed a 7-item questionnaire on the index child's respiratory health. Primary maternal outcomes included hypertension and hypercholesterolemia; primary offspring outcomes included wheezing and asthma. RESULTS: Sixty-eight percent (n = 678) of participants enrolled in the follow-up study, with 10% and 15% reporting maternal hypertension and hypercholesterolemia, respectively; and 18% and 10% reporting offspring wheezing and asthma. We found no association between maternal LDA exposure and hypertension (risk difference [RD] -0.001, 95% confidence interval [CI] -0.05, 0.04) or hypercholesterolemia (RD -0.01, 95% CI -0.06, 0.05) at 9-14 years follow-up. Maternal LDA exposure was not associated with offspring wheezing (RD -0.002, 95% CI -0.08, 0.08) or asthma (RD 0.13, 95% CI 0.11, 0.37) at follow-up. Findings remained robust after considering potential confounding and selection bias. CONCLUSIONS: We observed no association between LDA exposure during pregnancy and maternal cardiometabolic or offspring respiratory health.

3.
J Allergy Clin Immunol ; 152(1): 84-93, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36972767

RESUMO

BACKGROUND: Descriptive epidemiological data on incidence rates (IRs) of asthma with recurrent exacerbations (ARE) are sparse. OBJECTIVES: This study hypothesized that IRs for ARE would vary by time, geography, age, and race and ethnicity, irrespective of parental asthma history. METHODS: The investigators leveraged data from 17,246 children born after 1990 enrolled in 59 US with 1 Puerto Rican cohort in the Environmental Influences on Child Health Outcomes (ECHO) consortium to estimate IRs for ARE. RESULTS: The overall crude IR for ARE was 6.07 per 1000 person-years (95% CI: 5.63-6.51) and was highest for children aged 2-4 years, for Hispanic Black and non-Hispanic Black children, and for those with a parental history of asthma. ARE IRs were higher for 2- to 4-year-olds in each race and ethnicity category and for both sexes. Multivariable analysis confirmed higher adjusted ARE IRs (aIRRs) for children born 2000-2009 compared with those born 1990-1999 and 2010-2017, 2-4 versus 10-19 years old (aIRR = 15.36; 95% CI: 12.09-19.52), and for males versus females (aIRR = 1.34; 95% CI 1.16-1.55). Black children (non-Hispanic and Hispanic) had higher rates than non-Hispanic White children (aIRR = 2.51; 95% CI 2.10-2.99; and aIRR = 2.04; 95% CI: 1.22-3.39, respectively). Children born in the Midwest, Northeast and South had higher rates than those born in the West (P < .01 for each comparison). Children with a parental history of asthma had rates nearly 3 times higher than those without such history (aIRR = 2.90; 95% CI: 2.43-3.46). CONCLUSIONS: Factors associated with time, geography, age, race and ethnicity, sex, and parental history appear to influence the inception of ARE among children and adolescents.


Assuntos
Asma , Masculino , Feminino , Adolescente , Humanos , Criança , Pré-Escolar , Adulto Jovem , Adulto , Incidência , Asma/etiologia , Etnicidade , Prevalência , Avaliação de Resultados em Cuidados de Saúde
4.
Int J Mol Sci ; 25(12)2024 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-38928254

RESUMO

Genetic variation among inhaled corticosteroid (ICS)-metabolizing enzymes may affect asthma control, but evidence is limited. This study tested the hypothesis that single-nucleotide polymorphisms (SNPs) in Cytochrome P450 3A5 (CYP3A5) would affect asthma outcomes. Patients aged 2-18 years with persistent asthma were recruited to use the electronic AsthmaTracker (e-AT), a self-monitoring tool that records weekly asthma control, medication use, and asthma outcomes. A subset of patients provided saliva samples for SNP analysis and participated in a pharmacokinetic study. Multivariable regression analysis adjusted for age, sex, race, and ethnicity was used to evaluate the impact of CYP3A5 SNPs on asthma outcomes, including asthma control (measured using the asthma symptom tracker, a modified version of the asthma control test or ACT), exacerbations, and hospital admissions. Plasma corticosteroid and cortisol concentrations post-ICS dosing were also assayed using liquid chromatography-tandem mass spectrometry. Of the 751 patients using the e-AT, 166 (22.1%) provided saliva samples and 16 completed the PK study. The e-AT cohort was 65.1% male, and 89.6% White, 6.0% Native Hawaiian, 1.2% Black, 1.2% Native American, 1.8% of unknown race, and 15.7% Hispanic/Latino; the median age was 8.35 (IQR: 5.51-11.3) years. CYP3A5*3/*3 frequency was 75.8% in White subjects, 50% in Native Hawaiians and 76.9% in Hispanic/Latino subjects. Compared with CYP3A5*3/*3, the CYP3A5*1/*x genotype was associated with reduced weekly asthma control (OR: 0.98; 95% CI: 0.97-0.98; p < 0.001), increased exacerbations (OR: 6.43; 95% CI: 4.56-9.07; p < 0.001), and increased asthma hospitalizations (OR: 1.66; 95% CI: 1.43-1.93; p < 0.001); analysis of 3/*3, *1/*1 and *1/*3 separately showed an allelic copy effect. Finally, PK analysis post-ICS dosing suggested muted changes in cortisol concentrations for patients with the CYP3A5*3/*3 genotype, as opposed to an effect on ICS PK. Detection of CYP3A5*3/3, CYPA35*1/*3, and CYP3A5*1/*1 could impact inhaled steroid treatment strategies for asthma in the future.


Assuntos
Corticosteroides , Asma , Citocromo P-450 CYP3A , Polimorfismo de Nucleotídeo Único , Humanos , Asma/tratamento farmacológico , Asma/genética , Criança , Masculino , Feminino , Citocromo P-450 CYP3A/genética , Citocromo P-450 CYP3A/metabolismo , Adolescente , Pré-Escolar , Corticosteroides/uso terapêutico , Corticosteroides/farmacocinética , Corticosteroides/administração & dosagem , Genótipo , Hidrocortisona/sangue , Saliva/metabolismo , Resultado do Tratamento
5.
J Biol Chem ; 291(48): 24866-24879, 2016 Nov 25.
Artigo em Inglês | MEDLINE | ID: mdl-27758864

RESUMO

Transient receptor potential (TRP) channels are activated by environmental particulate materials. We hypothesized that polymorphic variants of transient receptor potential vanilloid-1 (TRPV1) would be uniquely responsive to insoluble coal fly ash compared with the prototypical soluble agonist capsaicin. Furthermore, these changes would manifest as differences in lung cell responses to these agonists and perhaps correlate with changes in asthma symptom control. The TRPV1-I315M and -T469I variants were more responsive to capsaicin and coal fly ash. The I585V variant was less responsive to coal fly ash particles due to reduced translation of protein and an apparent role for Ile-585 in activation by particles. In HEK-293 cells, I585V had an inhibitory effect on wild-type TRPV1 expression, activation, and internalization/agonist-induced desensitization. In normal human bronchial epithelial cells, IL-8 secretion in response to coal fly ash treatment was reduced for cells heterozygous for TRPV1-I585V. Finally, both the I315M and I585V variants were associated with worse asthma symptom control with the effects of I315M manifesting in mild asthma and those of the I585V variant manifesting in severe, steroid-insensitive individuals. This effect may be due in part to increased transient receptor potential ankyrin-1 (TRPA1) expression by lung epithelial cells expressing the TRPV1-I585V variant. These findings suggest that specific molecular interactions control TRPV1 activation by particles, differential activation, and desensitization of TRPV1 by particles and/or other agonists, and cellular changes in the expression of TRPA1 as a result of I585V expression could contribute to variations in asthma symptom control.


Assuntos
Asma , Brônquios/metabolismo , Canais de Cálcio , Cinza de Carvão/toxicidade , Células Epiteliais/metabolismo , Regulação da Expressão Gênica/efeitos dos fármacos , Mutação de Sentido Incorreto , Proteínas do Tecido Nervoso , Mucosa Respiratória/metabolismo , Canais de Cátion TRPV , Canais de Potencial de Receptor Transitório , Adolescente , Substituição de Aminoácidos , Asma/genética , Asma/metabolismo , Canais de Cálcio/biossíntese , Canais de Cálcio/genética , Capsaicina/farmacologia , Criança , Pré-Escolar , Feminino , Células HEK293 , Humanos , Masculino , Proteínas do Tecido Nervoso/biossíntese , Proteínas do Tecido Nervoso/genética , Canal de Cátion TRPA1 , Canais de Cátion TRPV/biossíntese , Canais de Cátion TRPV/genética , Canais de Potencial de Receptor Transitório/biossíntese , Canais de Potencial de Receptor Transitório/genética
6.
J Asthma ; 54(7): 741-753, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27831833

RESUMO

OBJECTIVE: Appropriate delivery of Emergency Department (ED) treatment to children with acute asthma requires clinician assessment of acute asthma severity. Various clinical scoring instruments exist to standardize assessment of acute asthma severity in the ED, but their selection remains arbitrary due to few published direct comparisons of their properties. Our objective was to test the feasibility of directly comparing properties of multiple scoring instruments in a pediatric ED. METHODS: Using a novel approach supported by a composite data collection form, clinicians categorized elements of five scoring instruments before and after initial treatment for 48 patients 2-18 years of age with acute asthma seen at the ED of a tertiary care pediatric hospital ED from August to December 2014. Scoring instruments were compared for inter-rater reliability between clinician types and their ability to predict hospitalization. RESULTS: Inter-rater reliability between clinician types was not different between instruments at any point and was lower (weighted kappa range 0.21-0.55) than values reported elsewhere. Predictive ability of most instruments for hospitalization was higher after treatment than before treatment (p < 0.05) and may vary between instruments after treatment (p = 0.054). CONCLUSIONS: We demonstrate the feasibility of comparing multiple clinical scoring instruments simultaneously in ED clinical practice. Scoring instruments had higher predictive ability for hospitalization after treatment than before treatment and may differ in their predictive ability after initial treatment. Definitive conclusions about the best instrument or meaningful comparison between instruments will require a study with a larger sample size.


Assuntos
Asma/diagnóstico , Asma/fisiopatologia , Serviço Hospitalar de Emergência/normas , Hospitalização/estatística & dados numéricos , Doença Aguda , Adolescente , Biomarcadores , Criança , Pré-Escolar , Feminino , Humanos , Masculino , Variações Dependentes do Observador , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Índice de Gravidade de Doença , Centros de Atenção Terciária/normas
7.
Am J Respir Cell Mol Biol ; 53(6): 893-901, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26039217

RESUMO

Inhaled irritants activate transient receptor potential ankyrin-1 (TRPA1), resulting in cough, bronchoconstriction, and inflammation/edema. TRPA1 is also implicated in the pathogenesis of asthma. Our hypothesis was that particulate materials activate TRPA1 via a mechanism distinct from chemical agonists and that, in a cohort of children with asthma living in a location prone to high levels of air pollution, expression of uniquely sensitive forms of TRPA1 may correlate with reduced asthma control. Variant forms of TRPA1 were constructed by mutating residues in known functional elements and corresponding to single-nucleotide polymorphisms in functional domains. TRPA1 activity was studied in transfected HEK-293 cells using allyl-isothiocynate, a model soluble electrophilic agonist; 3,5-ditert butylphenol, a soluble nonelectrophilic agonist and a component of diesel exhaust particles; and insoluble coal fly ash (CFA) particles. The N-terminal variants R3C and R58T exhibited greater, but not additive, activity with all three agonists. The ankyrin repeat domain-4 single nucleotide polymorphisms E179K and K186N exhibited decreased response to CFA. The predicted N-linked glycosylation site residues N747A and N753A exhibited decreased responses to CFA, which were not attributable to differences in cellular localization. The pore-loop residue R919Q was comparable to wild-type, whereas N954T was inactive to soluble agonists but not CFA. These data identify roles for ankyrin domain-4, cell surface N-linked glycans, and selected pore-loop domain residues in the activation of TRPA1 by insoluble particles. Furthermore, the R3C and R58T polymorphisms correlated with reduced asthma control for some children, which suggest that TRPA1 activity may modulate asthma, particularly among individuals living in locations prone to high levels of air pollution.


Assuntos
Asma/metabolismo , Canais de Cálcio/fisiologia , Cinza de Carvão/toxicidade , Proteínas do Tecido Nervoso/fisiologia , Canais de Potencial de Receptor Transitório/fisiologia , Emissões de Veículos/toxicidade , Adolescente , Asma/induzido quimicamente , Asma/genética , Criança , Pré-Escolar , Estudos de Associação Genética , Predisposição Genética para Doença , Células HEK293 , Humanos , Polimorfismo de Nucleotídeo Único , Estrutura Terciária de Proteína , Transporte Proteico , Canal de Cátion TRPA1
8.
J Pediatr ; 167(4): 816-820.e1, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26254834

RESUMO

OBJECTIVES: To determine how frequently physicians identify and address overweight/obesity in hospitalized children and to compare physician documentation across training level (medical student, intern, resident, attending). STUDY DESIGN: We conducted a retrospective chart review. Using an administrative database, Centers for Disease Control and Prevention body mass index calculator, and random sampling technique, we identified a study population of 300 children aged 2-18 years with overweight/obesity hospitalized on the general medical service of a tertiary care pediatric hospital. We reviewed admission, progress, and discharge notes to determine how frequently physicians and physician trainees identified (documented in history, physical exam, or assessment) and addressed (documented in hospital or discharge plan) overweight/obesity. RESULTS: Physicians and physician trainees identified overweight/obesity in 8.3% (n = 25) and addressed it in 4% (n = 12) of 300 hospitalized children with overweight/obesity. Interns were most likely to document overweight/obesity in history (8.3% of the 266 patients they followed). Attendings were most likely to document overweight/obesity in physical examination (8.3%), assessment (4%), and plan (4%) of the 300 patients they followed. Medical students were least likely to document overweight/obesity including it in the assessment (0.4%) and plan (0.4%) of the 244 hospitalized children with overweight/obesity they followed. CONCLUSIONS: Physicians and physician trainees rarely identify or address overweight/obesity in hospitalized children. This represents a missed opportunity for both patient care and physician trainee education.


Assuntos
Obesidade/terapia , Sobrepeso/terapia , Médicos , Padrões de Prática Médica , Adolescente , Índice de Massa Corporal , Criança , Pré-Escolar , Registros Eletrônicos de Saúde , Feminino , Hospitalização , Humanos , Lactente , Masculino , Admissão do Paciente , Alta do Paciente , Estudos Retrospectivos
9.
Prev Med ; 71: 77-82, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25448841

RESUMO

BACKGROUND: Evidence-based guidelines recommend smoking cessation treatment, including screening and counseling, for all smokers, including those with chronic diseases exacerbated by smoking. Physician treatment improves smoking cessation. Little data describes smoking treatment guideline uptake for patients with chronic cardiopulmonary smoking-sensitive diseases. OBJECTIVE: Describe U.S. primary care physician (PCP) smoking cessation treatment during patient visits for chronic cardiopulmonary smoking-sensitive diseases. METHODS: The National (Hospital) Ambulatory Medical Care Survey captured PCP visits. We examined smoking screening and counseling time trends for smokers with chronic diseases. Multivariable logistic regression assessed factors associated with smoking counseling for smokers with chronic smoking-sensitive diseases. RESULTS: From 2001-2009 smoking screening and counseling for smokers with chronic smoking-sensitive cardiopulmonary diseases were unchanged. Among smokers with chronic smoking-sensitive diseases, 50%-72% received no counseling. Smokers with chronic obstructive pulmonary disease (COPD) (odds ratio (OR)=6.54, 95% confidence interval (CI) 4.85-8.83) and peripheral vascular disease (OR=4.50, 95% CI 1.72-11.75) were more likely to receive smoking counseling at chronic/preventive care visits, compared with patients without smoking-sensitive diseases. Other factors associated with increased smoking counseling included non-private insurance, preventive and longer visits, and an established PCP. Asthma and cardiovascular disease showed no association with counseling. CONCLUSIONS: Smoking cessation counseling remains infrequent for smokers with chronic smoking-sensitive cardiopulmonary diseases. New strategies are needed to encourage smoking cessation counseling.


Assuntos
Doença Crônica , Aconselhamento/estatística & dados numéricos , Padrões de Prática Médica/estatística & dados numéricos , Abandono do Hábito de Fumar/estatística & dados numéricos , Prevenção do Hábito de Fumar , Adolescente , Adulto , Distribuição por Idade , Idoso , Criança , Pré-Escolar , Doença Crônica/psicologia , Feminino , Inquéritos Epidemiológicos , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Relações Médico-Paciente , Médicos de Atenção Primária , Atenção Primária à Saúde , Abandono do Hábito de Fumar/métodos , Estados Unidos , Adulto Jovem
10.
BMC Med Inform Decis Mak ; 15: 99, 2015 Nov 28.
Artigo em Inglês | MEDLINE | ID: mdl-26615519

RESUMO

BACKGROUND: Asthma is the most common pediatric chronic disease affecting 9.6 % of American children. Delay in asthma diagnosis is prevalent, resulting in suboptimal asthma management. To help avoid delay in asthma diagnosis and advance asthma prevention research, researchers have proposed various models to predict asthma development in children. This paper reviews these models. METHODS: A systematic review was conducted through searching in PubMed, EMBASE, CINAHL, Scopus, the Cochrane Library, the ACM Digital Library, IEEE Xplore, and OpenGrey up to June 3, 2015. The literature on predictive models for asthma development in children was retrieved, with search results limited to human subjects and children (birth to 18 years). Two independent reviewers screened the literature, performed data extraction, and assessed article quality. RESULTS: The literature search returned 13,101 references in total. After manual review, 32 of these references were determined to be relevant and are discussed in the paper. We identify several limitations of existing predictive models for asthma development in children, and provide preliminary thoughts on how to address these limitations. CONCLUSIONS: Existing predictive models for asthma development in children have inadequate accuracy. Efforts to improve these models' performance are needed, but are limited by a lack of a gold standard for asthma development in children.


Assuntos
Asma , Modelos Teóricos , Criança , Humanos
11.
BMC Med Inform Decis Mak ; 15: 84, 2015 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-26467091

RESUMO

BACKGROUND: Pediatric asthma affects 7.1 million American children incurring an annual total direct healthcare cost around 9.3 billion dollars. Asthma control in children is suboptimal, leading to frequent asthma exacerbations, excess costs, and decreased quality of life. Successful prediction of risk for asthma control deterioration at the individual patient level would enhance self-management and enable early interventions to reduce asthma exacerbations. We developed and tested the first set of models for predicting a child's asthma control deterioration one week prior to occurrence. METHODS: We previously reported validation of the Asthma Symptom Tracker, a weekly asthma self-monitoring tool. Over a period of two years, we used this tool to collect a total of 2912 weekly assessments of asthma control on 210 children. We combined the asthma control data set with patient attributes and environmental variables to develop machine learning models to predict a child's asthma control deterioration one week ahead. RESULTS: Our best model achieved an accuracy of 71.8 %, a sensitivity of 73.8 %, a specificity of 71.4 %, and an area under the receiver operating characteristic curve of 0.757. We also identified potential improvements to our models to stimulate future research on this topic. CONCLUSIONS: Our best model successfully predicted a child's asthma control level one week ahead. With adequate accuracy, the model could be integrated into electronic asthma self-monitoring systems to provide real-time decision support and personalized early warnings of potential asthma control deteriorations.


Assuntos
Asma/diagnóstico , Modelos Estatísticos , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Aprendizado de Máquina , Masculino , Prognóstico , Sensibilidade e Especificidade
12.
JMIR Med Inform ; 12: e56572, 2024 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-38630536

RESUMO

Inhaled corticosteroid (ICS) is a mainstay treatment for controlling asthma and preventing exacerbations in patients with persistent asthma. Many types of ICS drugs are used, either alone or in combination with other controller medications. Despite the widespread use of ICSs, asthma control remains suboptimal in many people with asthma. Suboptimal control leads to recurrent exacerbations, causes frequent ER visits and inpatient stays, and is due to multiple factors. One such factor is the inappropriate ICS choice for the patient. While many interventions targeting other factors exist, less attention is given to inappropriate ICS choice. Asthma is a heterogeneous disease with variable underlying inflammations and biomarkers. Up to 50% of people with asthma exhibit some degree of resistance or insensitivity to certain ICSs due to genetic variations in ICS metabolizing enzymes, leading to variable responses to ICSs. Yet, ICS choice, especially in the primary care setting, is often not tailored to the patient's characteristics. Instead, ICS choice is largely by trial and error and often dictated by insurance reimbursement, organizational prescribing policies, or cost, leading to a one-size-fits-all approach with many patients not achieving optimal control. There is a pressing need for a decision support tool that can predict an effective ICS at the point of care and guide providers to select the ICS that will most likely and quickly ease patient symptoms and improve asthma control. To date, no such tool exists. Predicting which patient will respond well to which ICS is the first step toward developing such a tool. However, no study has predicted ICS response, forming a gap. While the biologic heterogeneity of asthma is vast, few, if any, biomarkers and genotypes can be used to systematically profile all patients with asthma and predict ICS response. As endotyping or genotyping all patients is infeasible, readily available electronic health record data collected during clinical care offer a low-cost, reliable, and more holistic way to profile all patients. In this paper, we point out the need for developing a decision support tool to guide ICS selection and the gap in fulfilling the need. Then we outline an approach to close this gap via creating a machine learning model and applying causal inference to predict a patient's ICS response in the next year based on the patient's characteristics. The model uses electronic health record data to characterize all patients and extract patterns that could mirror endotype or genotype. This paper supplies a roadmap for future research, with the eventual goal of shifting asthma care from one-size-fits-all to personalized care, improve outcomes, and save health care resources.

13.
Pediatrics ; 153(5)2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38666310

RESUMO

BACKGROUND AND OBJECTIVES: Quality improvement (QI) has the potential to reduce health disparities through multiple mechanisms, including by standardizing care and addressing social barriers to health. National organizations require that hospital systems integrate equity into quality efforts, but effective approaches remain unclear. We aimed to examine the association of hospital-based pediatric QI interventions and racial and ethnic, language, and socioeconomic disparities in health outcomes. METHODS: Quantitative studies from January 1, 2000 to December 11, 2023 reporting the effects of pediatric hospital-based QI were selected from PubMed and Embase. Studies were excluded if outcomes were not stratified by race and ethnicity, language, or socioeconomic status. Studies were reviewed in duplicate for inclusion and by 1 author for data extraction. RESULTS: A total of 22 studies were included. Most studies (n = 19, 86%) revealed preexisting disparities, and 68% of those (n = 13) found disparities reductions post-intervention. Studies with disparity-focused objectives or interventions more commonly found reduced disparities than studies of general QI (85% vs 33%). Hospital-based process standardization was associated with reduced disparities in provider practices. Most interventions associated with reduced disparities in patient-facing outcomes involved community/ambulatory partnership. Limitations included potential exclusion of relevant studies, topic heterogenity, and risk of bias. CONCLUSIONS: Although the authors of few published hospital-based QI initiatives assessed their equity effect, intentionally designed QI studies were associated with reduced disparities. Interventions focused on care standardization may reduce disparities in care quality, although multilevel interventions are likely needed to affect the health care structures that influence more significant patient outcomes.


Assuntos
Disparidades em Assistência à Saúde , Hospitais Pediátricos , Melhoria de Qualidade , Humanos , Hospitais Pediátricos/normas , Criança
14.
J Pediatr ; 162(6): 1222-7, 1227.e1-2, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23290512

RESUMO

OBJECTIVE: To determine the relationship between allelic variations in genes involved in fluticasone propionate (FP) metabolism and asthma control among children with asthma managed with inhaled FP. STUDY DESIGN: The relationship between variability in asthma control scores and genetic variation in drug metabolism was assessed by genotyping 9 single nucleotide polymorphisms in the CYP3A4, CYP3A5, and CYP3A7 genes. Genotype information was compared with asthma control scores (0=well controlled to 15=poorly controlled), determined using a questionnaire modified from the National Heart Lung and Blood Institute's Expert Panel 3 guidelines. RESULTS: Our study cohort comprised 734 children with asthma (mean age, 8.8±4.3 years) and was predominantly male (61%) and non-Hispanic white (53%). More than one-half of the children (56%; n=413) were receiving an inhaled glucocorticoid daily, with FP the most frequently prescribed agent (65%). Among the children receiving daily FP, single nucleotide polymorphisms in CYP3A5 and CYP3A7 were not associated with asthma control scores. In contrast, asthma control scores were significantly improved in the 20 children (7%) with the CYP3A4*22 allele (median, 3; range, 0-6) compared with the 201 children without the CYP3A4*22 allele (median, 4; range, 0-15; P=.02). The presence of CYP3A4*22 was associated with improved asthma control scores by 2.1 points (95% CI, 0.5-3.8). CONCLUSION: The presence of CYP3A4*22, which is associated with decreased hepatic CYP3A4 expression and activity, was accompanied by improved asthma control in the FP-treated children. Decreased CYP3A4 activity may improve asthma control with inhaled FP.


Assuntos
Androstadienos/farmacocinética , Asma/tratamento farmacológico , Broncodilatadores/farmacocinética , Citocromo P-450 CYP3A/genética , Administração por Inalação , Adolescente , Androstadienos/administração & dosagem , Broncodilatadores/administração & dosagem , Criança , Pré-Escolar , Feminino , Fluticasona , Humanos , Masculino , Farmacogenética , Polimorfismo Genético , Estudos Prospectivos , Inquéritos e Questionários
15.
Hosp Pediatr ; 13(3): 250-257, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36720703

RESUMO

OBJECTIVES: High concern about child's health is a common reason parents of children with medical complexity (CMC) seek care in emergency departments and hospitals. Factors driving parental concern are unknown. This study explores associations of parent's sociodemographic and child's clinical factors with high parental concern. PATIENT AND METHODS: Secondary analysis of a pilot study of CMC and parents who used daily for 3 months MyChildCMC, a home monitoring app. Parents recorded their child's vital signs (temperature, heart rate, respiratory rate, oximetry), symptoms (pain, seizures, fluid intake/feeding, mental status), and oxygen use, and received immediate feedback. Parents rated their child's health concern on a 4-point Likert scale. Concern scores were dichotomized (3-4 = high, 1-2 = low) and modeled in a mixed-effects logistic regression to explore important associations. RESULTS: We analyzed 1223 measurements from 24 CMC/parents, with 113 (9.24%) instances of high concern. Child factors associated with high parental concern were increased pain (odds ratio [OR], 5.10; 95% confidence interval [CI], 2.53-10.29; P < .01), increased oxygen requirement (OR, 28.91; 95% CI, 10.07-82.96; P < .01), reduced nutrition/fluid intake (OR, 71.58; 95% CI, 13.01-393.80; P < .01), and worsened mental status (OR, 2.15; 95% CI, 1.10-4.17, P = .02). No other associations existed. CONCLUSIONS: Changes in CMC's clinical parameters were associated with high concern, which may be an early indicator of acute illness in CMC when it is the primary complaint. Monitoring and responding to high parental concerns may support CMC care at home.


Assuntos
Pais , Criança , Humanos , Hospitais , Modelos Logísticos , Relações Pais-Filho , Projetos Piloto , Saúde da Criança
17.
Hosp Pediatr ; 11(5): 492-502, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33827786

RESUMO

OBJECTIVES: Mobile apps are suggested for supporting home monitoring and reducing emergency department (ED) visits and hospitalizations for children with medical complexity (CMC). None have been implemented. We sought to assess the MyChildCMC app (1) feasibility for CMC home monitoring, (2) ability to detect early deteriorations before ED and hospital admissions, and (3) preliminary impact. METHODS: Parents of CMC (aged 1-21 years) admitted to a children's hospital were randomly assigned to MyChildCMC or usual care. MyChildCMC subjects recorded their child's vital signs and symptoms daily for 3 months postdischarge and received real-time feedback. Feasibility measures included parent's enrollment, retention, and engagement. The preliminary impact was determined by using quality of life, parent satisfaction with care, and subsequent ED and hospital admissions and hospital days. RESULTS: A total of 62 parents and CMC were invited to participate: 50 enrolled (80.6% enrollment rate) and were randomly assigned to MyChildCMC (n = 24) or usual care (n = 26). Retention at 1 and 3 months was 80% and 74%, and engagement was 68.3% and 62.6%. Run-chart shifts in vital signs were common findings preceding admissions. The satisfaction score was 26.9 in the MyChildCMC group and 24.1 in the control group (P = .035). No quality of life or subsequent admission differences occurred between groups. The 3-month hospital days (pre-post enrollment) decreased from 9.25 to 4.54 days (rate ratio = 0.49; 95% confidence interval = 0.39-0.62; P < .001) in the MyChildCMC group and increased from 1.08 to 2.46 days (rate ratio = 2.29; 95% confidence interval = 1.47-3.56; P < .001) in the control group. CONCLUSIONS: MyChildCMC was feasible and appears effective, with the potential to detect early deteriorations in health for timely interventions that might avoid ED and hospitalizations. A larger and definitive study of MyChildCMC's impact and sustainability is needed.


Assuntos
Assistência ao Convalescente , Qualidade de Vida , Criança , Estudos de Viabilidade , Humanos , Pais , Alta do Paciente
18.
JMIR Res Protoc ; 10(5): e27065, 2021 May 18.
Artigo em Inglês | MEDLINE | ID: mdl-34003134

RESUMO

BACKGROUND: Asthma and chronic obstructive pulmonary disease (COPD) impose a heavy burden on health care. Approximately one-fourth of patients with asthma and patients with COPD are prone to exacerbations, which can be greatly reduced by preventive care via integrated disease management that has a limited service capacity. To do this well, a predictive model for proneness to exacerbation is required, but no such model exists. It would be suboptimal to build such models using the current model building approach for asthma and COPD, which has 2 gaps due to rarely factoring in temporal features showing early health changes and general directions. First, existing models for other asthma and COPD outcomes rarely use more advanced temporal features, such as the slope of the number of days to albuterol refill, and are inaccurate. Second, existing models seldom show the reason a patient is deemed high risk and the potential interventions to reduce the risk, making already occupied clinicians expend more time on chart review and overlook suitable interventions. Regular automatic explanation methods cannot deal with temporal data and address this issue well. OBJECTIVE: To enable more patients with asthma and patients with COPD to obtain suitable and timely care to avoid exacerbations, we aim to implement comprehensible computational methods to accurately predict proneness to exacerbation and recommend customized interventions. METHODS: We will use temporal features to accurately predict proneness to exacerbation, automatically find modifiable temporal risk factors for every high-risk patient, and assess the impact of actionable warnings on clinicians' decisions to use integrated disease management to prevent proneness to exacerbation. RESULTS: We have obtained most of the clinical and administrative data of patients with asthma from 3 prominent American health care systems. We are retrieving other clinical and administrative data, mostly of patients with COPD, needed for the study. We intend to complete the study in 6 years. CONCLUSIONS: Our results will help make asthma and COPD care more proactive, effective, and efficient, improving outcomes and saving resources. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/27065.

19.
Acad Pediatr ; 21(6): 1018-1024, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33607330

RESUMO

OBJECTIVE: To assess whether disparities in asthma care and outcomes based on insurance type existed before a national quality improvement (QI) collaborative, and to determine the effects of the collaborative on these disparities. METHODS: Secondary analysis of data from Pathways for Improving Pediatric Asthma Care (PIPA), a national collaborative to standardize emergency department (ED) and inpatient asthma management. PIPA included children aged 2 to 17 with a diagnosis of asthma. Disparities were examined based on insurance status (public vs private). Outcomes included guideline adherence and health care utilization measures, assessed for 12 months before and 15 months after the start of PIPA. RESULTS: We analyzed 19,204 ED visits and 11,119 hospitalizations from 89 sites. At baseline, children with public insurance were more likely than those with private insurance to receive early administration of corticosteroids (52.3% vs 48.9%, P= .01). However, they were more likely to be admitted (20.0% vs 19.4%, P = .01), have longer inpatient length of stay (31 vs 29 hours, P = .01), and have a readmission/ED revisit within 30 days (7.4% vs 5.6%, P = .02). We assessed the effects of PIPA on these disparities by insurance status and found no significant changes across 6 guideline adherence and 4 health care utilization measures. CONCLUSION: At baseline, children with public insurance had higher asthma health care utilization than those with private insurance, despite receiving more evidence-based care. The PIPA collaborative did not affect pre-existing disparities in asthma outcomes. Future research should identify effective strategies for leveraging QI to better address disparities.


Assuntos
Asma , Cobertura do Seguro , Asma/tratamento farmacológico , Criança , Serviço Hospitalar de Emergência , Hospitalização , Humanos , Qualidade da Assistência à Saúde
20.
Hosp Pediatr ; 11(8): 891-895, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34234010

RESUMO

OBJECTIVES: To determine if the implementation of a weight-based high-flow nasal cannula (HFNC) protocol for infants with bronchiolitis was associated with improved outcomes, including decreased ICU use. METHODS: We implemented a weight-based HFNC protocol across a tertiary care children's hospital and 2 community hospitals that admit pediatric patients on HFNC. We included all patients who were <2 years old and had a discharge diagnosis of bronchiolitis or viral pneumonia during the preimplementation (November 2013 to April 2018) and postimplementation (November 2018 to April 2020) respiratory seasons. Data were analyzed by using an interrupted time series approach. The primary outcome measure was the proportion of patients treated in the ICU. Patients with a complex chronic condition were excluded. RESULTS: Implementation of the weight-based HFNC protocol was associated with an immediate absolute decrease in ICU use of 4.0%. We also observed a 6.2% per year decrease in the slope of ICU admissions pre- versus postintervention. This was associated with an immediate reduction in median cost per bronchiolitis encounter of $661, a 2.3% immediate absolute reduction in the proportion of patients who received noninvasive ventilation, and a 3.4% immediate absolute reduction in the proportion of patients who received HFNC. CONCLUSIONS: A multicenter, weight-based HFNC protocol was associated with decreased ICU use and noninvasive ventilation use. In hospitals where HFNC is used in non-ICU units, weight-based approaches may lead to improved resource use.


Assuntos
Bronquiolite , Ventilação não Invasiva , Bronquiolite/terapia , Cânula , Criança , Pré-Escolar , Doença Crônica , Hospitalização , Humanos , Lactente , Estudos Multicêntricos como Assunto , Oxigenoterapia
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