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3.
J Clin Pharmacol ; 64(7): 860-865, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38497326

RESUMO

Daptomycin is an antibiotic with Gram-positive activity, including methicillin-resistant Staphylococcus aureus, for which optimal pediatric dosing is unknown. This study aimed to evaluate daptomycin exposures achieved with package label dosing and to identify dosing regimens necessary to enhance efficacy and minimize toxicity in children with S. aureus bacteremia. Monte Carlo simulations were performed to determine probability of target attainment (PTA) for six pediatric age cohorts. Area under the curve to minimum inhibitory concentration ratio (AUC0-24:MIC) ≥666 was used to determine the PTA for efficacy (PTAE). Minimum concentration (Cmin) ≥24.3 mg/L determined the PTA for toxicity (PTAT). Acceptable dosing regimens were those which achieved the combined target of ≥90% PTAE and ≤5% PTAT. Package label dosing of daptomycin yielded insufficient efficacy with only 26.3% PTAE in children 13-24 months, 39.5% PTAE in children 2-6 years, 30.1% PTAE in children 7-11 years, and 50.1% PTAE in adolescents ≥12 years. To achieve the combined efficacy and safety target, doses of 18-24 mg/kg in children 3-12 months, 20-24 mg/kg in children 13-24 months, 19-24 mg/kg in children 2-6 years, 17-19 mg/kg in children 7-11 years, and 10-14 mg/kg in adolescents ≥12 years are necessary. Package label dosing resulted in suboptimal exposure for the majority of pediatric patients in all age groups evaluated. If targeting validated efficacy and safety endpoints, daily daptomycin doses of at least 20 mg/kg in children ≤6 years, 17 mg/kg in children 7-11 years, and 10 mg/kg in adolescents ≥12 years are necessary. Clinical studies evaluating these higher doses are needed.


Assuntos
Antibacterianos , Bacteriemia , Daptomicina , Testes de Sensibilidade Microbiana , Método de Monte Carlo , Infecções Estafilocócicas , Humanos , Daptomicina/farmacocinética , Daptomicina/administração & dosagem , Daptomicina/farmacologia , Criança , Antibacterianos/farmacocinética , Antibacterianos/administração & dosagem , Antibacterianos/efeitos adversos , Antibacterianos/farmacologia , Pré-Escolar , Adolescente , Lactente , Bacteriemia/tratamento farmacológico , Bacteriemia/microbiologia , Infecções Estafilocócicas/tratamento farmacológico , Masculino , Feminino , Relação Dose-Resposta a Droga , Staphylococcus aureus/efeitos dos fármacos , Área Sob a Curva , Staphylococcus aureus Resistente à Meticilina/efeitos dos fármacos
4.
Elife ; 112022 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-35137684

RESUMO

Background: Diarrheal illness is a leading cause of antibiotic use for children in low- and middle-income countries. Determination of diarrhea etiology at the point-of-care without reliance on laboratory testing has the potential to reduce inappropriate antibiotic use. Methods: This prospective observational study aimed to develop and externally validate the accuracy of a mobile software application ('App') for the prediction of viral-only etiology of acute diarrhea in children 0-59 months in Bangladesh and Mali. The App used a previously derived and internally validated model consisting of patient-specific ('present patient') clinical variables (age, blood in stool, vomiting, breastfeeding status, and mid-upper arm circumference) as well as location-specific viral diarrhea seasonality curves. The performance of additional models using the 'present patient' data combined with other external data sources including location-specific climate, data, recent patient data, and historical population-based prevalence were also evaluated in secondary analysis. Diarrhea etiology was determined with TaqMan Array Card using episode-specific attributable fraction (AFe) >0.5. Results: Of 302 children with acute diarrhea enrolled, 199 had etiologies above the AFe threshold. Viral-only pathogens were detected in 22% of patients in Mali and 63% in Bangladesh. Rotavirus was the most common pathogen detected (16% Mali; 60% Bangladesh). The present patient+ viral seasonality model had an AUC of 0.754 (0.665-0.843) for the sites combined, with calibration-in-the-large α = -0.393 (-0.455--0.331) and calibration slope ß = 1.287 (1.207-1.367). By site, the present patient+ recent patient model performed best in Mali with an AUC of 0.783 (0.705-0.86); the present patient+ viral seasonality model performed best in Bangladesh with AUC 0.710 (0.595-0.825). Conclusions: The App accurately identified children with high likelihood of viral-only diarrhea etiology. Further studies to evaluate the App's potential use in diagnostic and antimicrobial stewardship are underway. Funding: Funding for this study was provided through grants from the Bill and Melinda GatesFoundation (OPP1198876) and the National Institute of Allergy and Infectious Diseases (R01AI135114). Several investigators were also partially supported by a grant from the National Institute of Diabetes and Digestive and Kidney Diseases (R01DK116163). This investigation was also supported by the University of Utah Population Health Research (PHR) Foundation, with funding in part from the National Center for Advancing Translational Sciences of the National Institutes of Health under Award Number UL1TR002538. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The funders had no role in the study design, data collection, data analysis, interpretation of data, or in the writing or decision to submit the manuscript for publication.


Diarrhea is one of the most common illnesses among children worldwide. In low- and middle-income countries with limited health care resources, it can be deadly. Diarrhea can be caused by infections with viruses or bacteria. Antibiotics can treat bacterial infections, but they are not effective against viral infections. It can often be difficult to determine the cause of diarrhea. As a result, many clinicians just prescribe antibiotics. However, since diarrhea in young children is often due to viral infections, prescribing unnecessary antibiotics can cause children to have side effects without any benefit. Excessive use of antibiotics also contributes to the development of bacteria that are resistant to antibiotics, making infections harder to treat. Scientists are working to develop mobile health tools or 'apps' that may help clinicians identify the cause of diarrhea. Using computer algorithms to analyze information about the patient and seasonal infection patterns, the apps predict whether a bacterial or viral infection is the likely culprit. These tools may be particularly useful in low- or middle-income country settings, where clinicians have limited access to testing for bacteria or viruses. Garbern, Nelson et al. previously built an app to help distinguish cases of viral diarrhea in children in Mali and Bangladesh. Now, the researchers have put their app to the test in the real-world in a new group of patients to verify it works. In the experiments, nurses in Mali and Bangladesh used the app to predict whether a child with diarrhea had a viral or non-viral infection. The children's stool was then tested for viral or bacterial DNA to confirm whether the prediction was correct. The experiments showed the app accurately identified viral cases of diarrhea. The experiments also showed that customizing the app to local conditions may further improve its accuracy. For example, a version of the app that factored in seasonal virus transmission performed the best in Bangladesh, while a version that factored in data from recent patients in the past few weeks performed the best in Mali. Garbern and Nelson et al. are now testing whether their app could help reduce unnecessary use of antibiotics in children with diarrhea. If it does, it may help minimize antibiotic resistance and ensure more children get appropriate diarrhea care.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Antibacterianos , Bangladesh/epidemiologia , Criança , Diarreia/diagnóstico , Diarreia/epidemiologia , Humanos , Mali
5.
Dev Cell ; 56(15): 2237-2251.e6, 2021 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-34273276

RESUMO

Endothelial tip cells guiding tissue vascularization are primary targets for angiogenic therapies. Whether tip cells require differential signals to develop their complex branching patterns remained unknown. Here, we show that diving tip cells invading the mouse neuroretina (D-tip cells) are distinct from tip cells guiding the superficial retinal vascular plexus (S-tip cells). D-tip cells have a unique transcriptional signature, including high TGF-ß signaling, and they begin to acquire blood-retina barrier properties. Endothelial deletion of TGF-ß receptor I (Alk5) inhibits D-tip cell identity acquisition and deep vascular plexus formation. Loss of endothelial ALK5, but not of the canonical SMAD effectors, leads to aberrant contractile pericyte differentiation and hemorrhagic vascular malformations. Oxygen-induced retinopathy vasculature exhibits S-like tip cells, and Alk5 deletion impedes retina revascularization. Our data reveal stage-specific tip cell heterogeneity as a requirement for retinal vascular development and suggest that non-canonical-TGF-ß signaling could improve retinal revascularization and neural function in ischemic retinopathy.


Assuntos
Receptor do Fator de Crescimento Transformador beta Tipo I/metabolismo , Retina/fisiologia , Neovascularização Retiniana/metabolismo , Animais , Células Endoteliais/metabolismo , Endotélio Vascular , Camundongos , Camundongos Knockout , Neovascularização Fisiológica/fisiologia , Receptor do Fator de Crescimento Transformador beta Tipo I/genética , Retina/citologia , Retina/metabolismo , Neovascularização Retiniana/patologia , Vasos Retinianos , Transdução de Sinais , Fator de Crescimento Transformador beta/metabolismo
6.
Elife ; 102021 02 02.
Artigo em Inglês | MEDLINE | ID: mdl-33527894

RESUMO

Traditional clinical prediction models focus on parameters of the individual patient. For infectious diseases, sources external to the patient, including characteristics of prior patients and seasonal factors, may improve predictive performance. We describe the development of a predictive model that integrates multiple sources of data in a principled statistical framework using a post-test odds formulation. Our method enables electronic real-time updating and flexibility, such that components can be included or excluded according to data availability. We apply this method to the prediction of etiology of pediatric diarrhea, where 'pre-test' epidemiologic data may be highly informative. Diarrhea has a high burden in low-resource settings, and antibiotics are often over-prescribed. We demonstrate that our integrative method outperforms traditional prediction in accurately identifying cases with a viral etiology, and show that its clinical application, especially when used with an additional diagnostic test, could result in a 61% reduction in inappropriately prescribed antibiotics.


Assuntos
Sistemas de Apoio a Decisões Clínicas , Diarreia/diagnóstico , Diarreia/etiologia , Antibacterianos/uso terapêutico , Gestão de Antimicrobianos , Criança , Doenças Transmissíveis/diagnóstico , Técnicas de Apoio para a Decisão , Testes Diagnósticos de Rotina , Diarreia/virologia , Humanos
7.
PLoS Negl Trop Dis ; 14(10): e0008677, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33035209

RESUMO

BACKGROUND: Diarrhea is one of the leading causes of childhood morbidity and mortality in lower- and middle-income countries. In such settings, access to laboratory diagnostics are often limited, and decisions for use of antimicrobials often empiric. Clinical predictors are a potential non-laboratory method to more accurately assess diarrheal etiology, the knowledge of which could improve management of pediatric diarrhea. METHODS: We used clinical and quantitative molecular etiologic data from the Global Enteric Multicenter Study (GEMS), a prospective, case-control study, to develop predictive models for the etiology of diarrhea. Using random forests, we screened the available variables and then assessed the performance of predictions from random forest regression models and logistic regression models using 5-fold cross-validation. RESULTS: We identified 1049 cases where a virus was the only etiology, and developed predictive models against 2317 cases where the etiology was known but non-viral (bacterial, protozoal, or mixed). Variables predictive of a viral etiology included lower age, a dry and cold season, increased height-for-age z-score (HAZ), lack of bloody diarrhea, and presence of vomiting. Cross-validation suggests an AUC of 0.825 can be achieved with a parsimonious model of 5 variables, achieving a specificity of 0.85, a sensitivity of 0.59, a NPV of 0.82 and a PPV of 0.64. CONCLUSION: Predictors of the etiology of pediatric diarrhea can be used by providers in low-resource settings to inform clinical decision-making. The use of non-laboratory methods to diagnose viral causes of diarrhea could be a step towards reducing inappropriate antibiotic prescription worldwide.


Assuntos
Infecções Bacterianas/complicações , Diarreia/etiologia , Viroses/complicações , Infecções Bacterianas/microbiologia , Estudos de Casos e Controles , Interpretação Estatística de Dados , Humanos , Lactente , Modelos Biológicos , Estudos Prospectivos , Viroses/virologia
8.
Science ; 369(6506)2020 08 21.
Artigo em Inglês | MEDLINE | ID: mdl-32820093

RESUMO

In developed countries, the leading causes of blindness such as diabetic retinopathy are characterized by disorganized vasculature that can become fibrotic. Although many such pathological vessels often naturally regress and spare sight-threatening complications, the underlying mechanisms remain unknown. Here, we used orthogonal approaches in human patients with proliferative diabetic retinopathy and a mouse model of ischemic retinopathies to identify an unconventional role for neutrophils in vascular remodeling during late-stage sterile inflammation. Senescent vasculature released a secretome that attracted neutrophils and triggered the production of neutrophil extracellular traps (NETs). NETs ultimately cleared diseased endothelial cells and remodeled unhealthy vessels. Genetic or pharmacological inhibition of NETosis prevented the regression of senescent vessels and prolonged disease. Thus, clearance of senescent retinal blood vessels leads to reparative vascular remodeling.


Assuntos
Envelhecimento/patologia , Retinopatia Diabética/patologia , Armadilhas Extracelulares/imunologia , Vasos Retinianos/patologia , Animais , Senescência Celular , Retinopatia Diabética/imunologia , Modelos Animais de Doenças , Células Endoteliais/imunologia , Células Endoteliais/patologia , Humanos , Inflamação/imunologia , Inflamação/patologia , Camundongos , Camundongos Endogâmicos C57BL , Neutrófilos/imunologia , Vasos Retinianos/imunologia
9.
Cancer Discov ; 8(11): 1376-1389, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30115703

RESUMO

Deep sequencing has revealed that epigenetic modifiers are the most mutated genes in acute myeloid leukemia (AML). Thus, elucidating epigenetic dysregulation in AML is crucial to understand disease mechanisms. Here, we demonstrate that metal response element binding transcription factor 2/polycomblike 2 (MTF2/PCL2) plays a fundamental role in the polycomb repressive complex 2 (PRC2) and that its loss elicits an altered epigenetic state underlying refractory AML. Unbiased systems analyses identified the loss of MTF2-PRC2 repression of MDM2 as central to, and therefore a biomarker for, refractory AML. Thus, immature MTF2-deficient CD34+CD38- cells overexpress MDM2, thereby inhibiting p53 that leads to chemoresistance due to defects in cell-cycle regulation and apoptosis. Targeting this dysregulated signaling pathway by MTF2 overexpression or MDM2 inhibitors sensitized refractory patient leukemic cells to induction chemotherapeutics and prevented relapse in AML patient-derived xenograft mice. Therefore, we have uncovered a direct epigenetic mechanism by which MTF2 functions as a tumor suppressor required for AML chemotherapeutic sensitivity and identified a potential therapeutic strategy to treat refractory AML.Significance: MTF2 deficiency predicts refractory AML at diagnosis. MTF2 represses MDM2 in hematopoietic cells and its loss in AML results in chemoresistance. Inhibiting p53 degradation by overexpressing MTF2 in vitro or by using MDM2 inhibitors in vivo sensitizes MTF2-deficient refractory AML cells to a standard induction-chemotherapy regimen. Cancer Discov; 8(11); 1376-89. ©2018 AACR. See related commentary by Duy and Melnick, p. 1348 This article is highlighted in the In This Issue feature, p. 1333.


Assuntos
Daunorrubicina/farmacologia , Resistencia a Medicamentos Antineoplásicos , Leucemia Mieloide Aguda/tratamento farmacológico , Complexo Repressor Polycomb 2/metabolismo , Proteínas Proto-Oncogênicas c-mdm2/metabolismo , Animais , Antibióticos Antineoplásicos/farmacologia , Humanos , Leucemia Mieloide Aguda/imunologia , Leucemia Mieloide Aguda/metabolismo , Leucemia Mieloide Aguda/patologia , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Complexo Repressor Polycomb 2/antagonistas & inibidores , Complexo Repressor Polycomb 2/genética , Proteínas Proto-Oncogênicas c-mdm2/antagonistas & inibidores , Proteínas Proto-Oncogênicas c-mdm2/genética , Células Tumorais Cultivadas , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo , Ensaios Antitumorais Modelo de Xenoenxerto
10.
Pediatr Pulmonol ; 53(9): 1218-1224, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29862668

RESUMO

BACKGROUND: Individuals with cystic fibrosis (CF) face the challenges of managing a chronic, progressive disease. While palliative care is a standard of care in serious illnesses, there are no guidelines for its incorporation into CF care. Patients with CF, caregivers, and CF care providers may lack knowledge about palliative care and perceive barriers to integrated care. OBJECTIVES: To: 1) explore knowledge and perceptions of palliative care among patients with CF, caregivers, and CF care providers; 2) solicit opinions about incorporating palliative care into routine CF care; and 3) solicit recommendations for CF-specific palliative care education for patients and caregivers. METHODS: We conducted semi-structured interviews with adult patients with CF, parents of adolescents with CF, and CF care providers to assess knowledge and perceptions of palliative care. Discussion included suggestions for palliative care education and integration into CF care. The sample was characterized using summary statistics. Key themes were identified using qualitative content analysis. RESULTS: Ten patients with CF, ten parents, and eight CF care providers participated. Many had minimal knowledge of palliative care and endorsed the association with end of life as a barrier to palliative care, but after learning more about palliative care, thought it could be helpful, and should be introduced earlier. CONCLUSIONS: In this single center study, many patients with CF, caregivers, and providers lacked knowledge about palliative care. These findings warrant replication in a larger, multisite study to inform palliative care educational interventions as a step toward consistent integration of palliative care into routine CF care.


Assuntos
Fibrose Cística/terapia , Conhecimentos, Atitudes e Prática em Saúde , Cuidados Paliativos/métodos , Educação de Pacientes como Assunto/métodos , Adolescente , Adulto , Cuidadores , Doença Crônica , Progressão da Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pais , Relações Profissional-Paciente , Resultado do Tratamento , Adulto Jovem
11.
Biomech Model Mechanobiol ; 11(3-4): 355-61, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21604147

RESUMO

Soft tissues, such as tendons, skin, arteries, or lung, are constantly subject to mechanical stresses in vivo. None more so than the aortic heart valve that experiences an array of forces including shear stress, cyclic pressure, strain, and flexion. Anisotropic biaxial cyclic stretch maintains valve homeostasis; however, abnormal forces are implicated in disease progression. The response of the valve endothelium to deviations from physiological levels has not been fully characterized. Here, we show the design and validation of a novel stretch apparatus capable of applying biaxial stretch to viable heart valve tissue, while simultaneously allowing for live en face endothelial cell imaging via confocal laser scanning microscopy (CLSM). Real-time imaging of tissue is possible while undergoing highly characterized mechanical conditions and maintaining the native extracellular matrix. Thus, it provides significant advantages over traditional cell culture or in vivo animal models. Planar biaxial tissue stretching with simultaneous live cell imaging could prove useful in studying the mechanobiology of any soft tissue.


Assuntos
Valva Aórtica/patologia , Próteses Valvulares Cardíacas , Microscopia Confocal/métodos , Engenharia Tecidual/métodos , Anisotropia , Fenômenos Biomecânicos , Reatores Biológicos , Físico-Química/métodos , Endotélio/patologia , Desenho de Equipamento , Glucose/química , Humanos , Concentração de Íons de Hidrogênio , Imageamento Tridimensional/métodos , Desenho de Prótese , Estresse Mecânico , Fatores de Tempo
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