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1.
Pediatr Emerg Care ; 39(3): 154-158, 2023 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-35413042

RESUMEN

OBJECTIVES: Fever and respiratory infections are among the leading causes of pediatric emergency department visits and hospitalizations. Although typically self-resolving, clinicians may perform diagnostic tests to determine microbial etiologies of these illnesses. Although comprehensive respiratory viral panels can quickly identify causative organisms, cost to the hospital and patient may be significant. The objective of this study was to analyze the financial impact of comprehensive respiratory viral panel use in relation to associated clinical outcomes. METHODS: This study was a single-center, retrospective chart review of pediatric emergency department patients who were evaluated between October 1, 2016, and April 30, 2018, with International Classification of Diseases, Tenth Revision (ICD-10) code diagnoses of acute upper respiratory infection, fever unspecified, and/or bronchiolitis. Our primary outcome was the effect of comprehensive respiratory viral panel testing and results on the total health care charge to patients. Secondary outcomes were the effect of comprehensive respiratory viral panel testing and results on emergency department length of stay and antimicrobial use. RESULTS: A total of 5766 visits were included for primary analysis, with 229 (4%) undergoing comprehensive respiratory viral panel testing. Of these, 163 had a positive result (71%) for at least 1 organism. The total cost was significantly higher in the group that underwent comprehensive respiratory viral panel testing ($643.39 [$534.18-$741.15] vs $295.15 [$249.72-$353.92]; P < 0.001). There was no decrease in emergency department length of stay or significant change in antimicrobial use associated with comprehensive respiratory viral panel use. CONCLUSIONS: This study demonstrates that the utilization of comprehensive respiratory viral panels in pediatric emergency department patients with bronchiolitis, unspecified fever, and/or acute upper respiratory infection adds significant cost to patient care without a decrease in their length of stay or antimicrobial use. Further studies are needed to determine the appropriate targeted use of comprehensive respiratory viral panels.


Asunto(s)
Bronquiolitis , Infecciones del Sistema Respiratorio , Niño , Humanos , Estudios Retrospectivos , Costos y Análisis de Costo , Infecciones del Sistema Respiratorio/diagnóstico , Bronquiolitis/diagnóstico , Servicio de Urgencia en Hospital , Fiebre
2.
Eur Spine J ; 28(10): 2390-2407, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31367852

RESUMEN

PURPOSE: Spinal Cord Society (SCS) and Spine Trauma Study Group (STSG) established a panel tasked with reviewing management and prognosis of acute traumatic cervical central cord syndrome (ATCCS) and recommend a consensus statement for its management. METHODS: A systematic review was performed according to the PRISMA 2009 guidelines. Delphi method was used to identify key research questions and achieve consensus. PubMed, Scopus and Google Scholar were searched for corresponding keywords. The initial search retrieved 770 articles of which 37 articles dealing with management, timing of surgery, complications or prognosis of ATCCS were identified. The literature review and draft position statements were compiled and circulated to panel members. The draft was modified incorporating relevant suggestions to reach consensus. RESULTS: Out of 37 studies, 15 were regarding management strategy, ten regarding timing of surgery and 12 regarding prognosis of ATCCS. CONCLUSION: There is reasonable evidence that patients with ATCCS secondary to vertebral fracture, dislocation, traumatic disc herniation or instability have better outcomes with early surgery (< 24 h). In patients of ATCCS secondary to extension injury in stenotic cervical canal without fracture/fracture dislocation/traumatic disc herniation/instability, there is requirement of high-quality prospective randomized controlled trials to resolve controversy regarding early surgery versus conservative management and delayed surgery if recovery plateaus or if there is a neurological deterioration. Until such time decision on surgery and its timing should be left to the judgment of physician, deliberating on pros and cons relevant to the particular patient and involving the well-informed patient and relatives in decision making. These slides can be retrieved under Electronic Supplementary Material.


Asunto(s)
Síndrome del Cordón Central , Tiempo de Tratamiento/estadística & datos numéricos , Síndrome del Cordón Central/diagnóstico , Síndrome del Cordón Central/cirugía , Vértebras Cervicales/cirugía , Humanos , Guías de Práctica Clínica como Asunto , Pronóstico
4.
Cancer ; 121(18): 3298-306, 2015 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-26033830

RESUMEN

BACKGROUND: Cyclooxygenase 2 (COX-2)-dependent signaling represents a potential mechanism of resistance to therapy with epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors. This is mediated in part through an EGFR-independent activation of mitogen-activated protein kinase (MAPK)/extracellular signal-regulated kinase (Erk) by prostaglandin E2 (PGE2). PGE2 promotes downregulation of E cadherin and epithelial to mesenchymal transition. The current study investigated EGFR and COX-2 inhibition in patients with non-small cell lung cancer (NSCLC) and elevated baseline urinary metabolite of PGE2 (PGEM). METHODS: Patients with stage IIIB/IV (AJCC 6th edition) NSCLC who progressed after at least 1 line of therapy or refused standard chemotherapy were randomized to receive erlotinib and celecoxib versus erlotinib and placebo. The primary endpoint was progression-free survival (PFS) with 80% power to detect a 50% improvement with a 1-sided significance level of .2 in the intent-to-treat and elevated baseline PGEM populations. Secondary endpoints included response rate, overall survival, and evaluation of molecular markers to assess targeting COX-2-related pathways and evaluate EGFR tyrosine kinase inhibitor resistance. RESULTS: A total of 107 patients were enrolled with comparable baseline characteristics. Among the patients treated with celecoxib, those with wild-type EGFR were found to have an increased PFS (3.2 months vs 1.8 months; P = .03). PFS was numerically improved among patients in the intent-to-treat group who received erlotinib and celecoxib compared with those treated with erlotinib and placebo (5.4 months vs 3.5 months; P = .33) and was increased in patients in the erlotinib and celecoxib arm with elevated baseline PGEM (5.4 months vs 2.2 months; P = .15). Adverse events were similar in both treatment arms. CONCLUSIONS: The combination of erlotinib and celecoxib did not appear to improve outcomes in an unselected population, but selection by elevated baseline PGEM led to an increase in PFS with this combination. Patients with EGFR wild-type status may benefit from the combination of erlotinib and celecoxib.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Carcinoma de Pulmón de Células no Pequeñas/tratamiento farmacológico , Neoplasias Pulmonares/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Pulmón de Células no Pequeñas/genética , Carcinoma de Pulmón de Células no Pequeñas/metabolismo , Celecoxib/administración & dosificación , Análisis Mutacional de ADN , Dinoprostona/orina , Supervivencia sin Enfermedad , Método Doble Ciego , Clorhidrato de Erlotinib/administración & dosificación , Femenino , Genes erbB-1 , Humanos , Inmunohistoquímica , Estimación de Kaplan-Meier , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/metabolismo , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales
5.
Neural Comput ; 27(12): 2548-86, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26496039

RESUMEN

Information encoding in the nervous system is supported through the precise spike timings of neurons; however, an understanding of the underlying processes by which such representations are formed in the first place remains an open question. Here we examine how multilayered networks of spiking neurons can learn to encode for input patterns using a fully temporal coding scheme. To this end, we introduce a new supervised learning rule, MultilayerSpiker, that can train spiking networks containing hidden layer neurons to perform transformations between spatiotemporal input and output spike patterns. The performance of the proposed learning rule is demonstrated in terms of the number of pattern mappings it can learn, the complexity of network structures it can be used on, and its classification accuracy when using multispike-based encodings. In particular, the learning rule displays robustness against input noise and can generalize well on an example data set. Our approach contributes to both a systematic understanding of how computations might take place in the nervous system and a learning rule that displays strong technical capability.


Asunto(s)
Redes Neurales de la Computación , Aprendizaje Automático Supervisado , Potenciales de Acción , Aprendizaje , Plasticidad Neuronal , Neuronas
6.
Pediatr Emerg Care ; 30(1): 11-5, 2014 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-24365727

RESUMEN

OBJECTIVE: The aim of this study was to conduct a preliminary analysis of serum procalcitonin (PCT) to predict bacterial coinfection in infants with acute bronchiolitis. METHODS: Retrospective cohort chart review of 40 infants admitted with acute bronchiolitis to the pediatric intensive care unit. Logistic regression models were used to determine the association of PCT and white blood count with presence of bacterial coinfection defined by either positive culture or chest radiograph result. RESULTS: Fifteen (38%) of 40 patients had a diagnosis of bacterial coinfection by positive culture (9/15) or chest radiograph (6/15). Procalcitonin (P < 0.0001) was significantly associated with bacterial coinfection. A cutoff value of 1.5 ng/mL had sensitivity of 0.80, specificity of 1.00, and area under the operating curve of 0.88. White blood count (P = 0.06) was borderline significant with sensitivity of 0.33, specificity of 0.96, and area under the operating curve of 0.67. Three of 15 patients were later found to have bacterial coinfection with initial PCT of less than 1.5 ng/mL. None had follow-up PCT measurements taken. Thirty-five of 40 were prescribed empiric antibiotic therapy, including 20 of 25 patients without evidence of bacterial coinfection. None had a PCT of greater than 1.5 ng/mL. If a PCT cutoff of greater than 1.5 ng/mL had been used, 57% fewer patients would have received antibiotics with a 45% reduction in antimicrobial charges. CONCLUSIONS: An elevated PCT may assist clinicians in determining presence of bacterial coinfection at admission in infants with acute bronchiolitis. Implementation of a PCT cutoff of 1.5 ng/mL at admission may prevent unnecessary antibiotic use with associated cost savings. Serial PCT levels may increase sensitivity. Further validation is warranted.


Asunto(s)
Bacteriemia/sangre , Bronquiolitis/sangre , Calcitonina/sangre , Coinfección/sangre , Precursores de Proteínas/sangre , Enfermedad Aguda , Bacteriemia/diagnóstico , Biomarcadores/sangre , Péptido Relacionado con Gen de Calcitonina , Coinfección/diagnóstico , Diagnóstico Diferencial , Femenino , Estudios de Seguimiento , Glicoproteínas , Humanos , Lactante , Unidades de Cuidado Intensivo Pediátrico , Masculino , Valor Predictivo de las Pruebas , Pronóstico , Curva ROC , Estudios Retrospectivos
7.
Pediatr Emerg Care ; 29(2): 230-2, 2013 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-23546432

RESUMEN

The syndrome of inappropriate secretion of antidiuretic hormone (SIADH) is the most common form of hyponatremia in hospitalized patients. The available treatment options for SIADH are limited and not completely effective. A more recent and specific option for treatment of hyponatremia secondary to SIADH are the vasopressin-receptor antagonists. Conivaptan, an intravenous vasopressin-receptor antagonist, is Food and Drug Administration approved for the treatment of euvolemic and hypervolemic hyponatremia in adults; however, data regarding its use in pediatric patients are extremely limited. Conivaptan played an integral role in the treatment of hyponatremia in this situation when conventional treatment modalities were ineffective. This patient did not experience any adverse effects, and his sodium level corrected slowly over a 24-hour period, avoiding complications of rapid sodium correction.


Asunto(s)
Benzazepinas/uso terapéutico , Síndrome de Secreción Inadecuada de ADH/tratamiento farmacológico , Accidentes de Tránsito , Humanos , Lactante , Masculino
8.
Artículo en Inglés | MEDLINE | ID: mdl-35130168

RESUMEN

Predicting Antimicrobial Resistance (AMR) from genomic data has important implications for human and animal healthcare, and especially given its potential for more rapid diagnostics and informed treatment choices. With the recent advances in sequencing technologies, applying machine learning techniques for AMR prediction have indicated promising results. Despite this, there are shortcomings in the literature concerning methodologies suitable for multi-drug AMR prediction and especially where samples with missing labels exist. To address this shortcoming, we introduce a Rectified Classifier Chain (RCC) method for predicting multi-drug resistance. This RCC method was tested using annotated features of genomics sequences and compared with similar multi-label classification methodologies. We found that applying the eXtreme Gradient Boosting (XGBoost) base model to our RCC model outperformed the second-best model, XGBoost based binary relevance model, by 3.3% in Hamming accuracy and 7.8% in F1-score. Additionally, we note that in the literature machine learning models applied to AMR prediction typically are unsuitable for identifying biomarkers informative of their decisions; in this study, we show that biomarkers contributing to AMR prediction can also be identified using the proposed RCC method. We expect this can facilitate genome annotation and pave the path towards identifying new biomarkers indicative of AMR.


Asunto(s)
Carcinoma de Células Renales , Neoplasias Renales , Animales , Humanos , Farmacorresistencia Microbiana , Genómica , Aprendizaje Automático
9.
Am J Health Syst Pharm ; 80(3): 164-170, 2023 Jan 24.
Artículo en Inglés | MEDLINE | ID: mdl-36282720

RESUMEN

PURPOSE: The purpose of this study is to evaluate calcium chloride (CaCl) compatibility with commercially available and extemporaneously compounded milrinone, vasopressin, epinephrine, and heparin. This report describes 2 clinical scenarios in which patients experienced intravenous catheter precipitation when receiving multiple continuous infusions, including CaCl, and the results of an in vitro simulation of those scenarios. The hypothesis was that one or a combination of the medications would precipitate with CaCl. METHODS: CaCl compatibility was tested in 3 stages to simulate clinical situations where line precipitation occurred. Multiple tests were conducted in each stage to determine if precipitation had occurred, including visual assessment, absorbance measurement at 650 nm, and pH measurement. First, milrinone, vasopressin, epinephrine, and heparin were mixed pairwise with CaCl in a test tube. Second, the medications were mixed in different combinations deemed likely to precipitate. Finally, 5 medications were infused via simulated Y-site administration. Incompatibility was defined as observed crystals, haziness, or turbidity upon visual inspection or absorbance of greater than 0.01 absorbance unit (AU). All solutions were tested at time 0 and at 20, 60, 240, and 1,440 minutes. RESULTS: Across all tests, only a commercially available formulation of heparin 2 units/mL in 0.9% sodium chloride injection precipitated with CaCl, alone or in combination with other medications. Upon further review, it was found that this specific formulation of heparin contained a monohydrate and dibasic sodium phosphate buffer. CONCLUSION: CaCl only precipitated with a commercially available heparin formulation that contained a phosphate buffer. CaCl was deemed to be compatible with all other medications and formulations tested.


Asunto(s)
Antibacterianos , Cloruro de Calcio , Epinefrina , Heparina , Milrinona , Humanos , Incompatibilidad de Medicamentos , Técnicas In Vitro , Infusiones Intravenosas , Vasopresinas
10.
Microbiol Spectr ; 11(1): e0331622, 2023 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-36511696

RESUMEN

Cefotaximase-Munich (CTX-M) extended-spectrum beta-lactamase (ESBL) enzymes produced by Enterobacteriaceae confer resistance to clinically relevant third-generation cephalosporins. CTX-M group 1 variants, CTX-M-1 and CTX-M-15, are the leading ESBL-producing Enterobacteriaceae associated with animal and human infection, respectively, and are an increasing antimicrobial resistance (AMR) global health concern. The blaCTX-M-1 and blaCTX-M-15 genes encoding these variants have an approximate nucleotide sequence similarity of 98.7%, making effective differential diagnostic monitoring difficult. Loop-primer endonuclease cleavage loop-mediated isothermal amplification (LEC-LAMP) enables rapid real-time multiplex pathogen detection with single-base specificity and portable on-site testing. We have developed an internally controlled multiplex CTX-M-1/15 LEC-LAMP assay for the differential detection of blaCTX-M-1 and blaCTX-M-15. Assay analytical specificity was established using a panel of human, animal, and environmental Escherichia coli isolates positive for blaCTX-M-1 (n = 18), blaCTX-M-15 (n = 35), and other closely related blaCTX-Ms (n = 38) from Ireland, Germany, and Portugal, with analytical sensitivity determined using probit regression analysis. Animal fecal sample testing using the CTX-M-1/15 LEC-LAMP assay in combination with a rapid DNA extraction protocol was carried out on porcine fecal samples previously confirmed to be PCR-positive for E. coli blaCTX-M. Portable instrumentation was used to further analyze each fecal sample and demonstrate the on-site testing capabilities of the LEC-LAMP assay with the rapid DNA extraction protocol. The CTX-M-1/15 LEC-LAMP assay demonstrated complete analytical specificity for the differential detection of both variants with sensitive low-level detection of 8.5 and 9.8 copies per reaction for blaCTX-M-1 and blaCTX-M-15, respectively, and E. coli blaCTX-M-1 was identified in all blaCTX-M positive porcine fecal samples tested. IMPORTANCE CTX-M ESBL-producing E. coli is an increasing AMR public health issue with the transmission between animals and humans via zoonotic pathogens now a major area of interest. Accurate and timely identification of ESBL-expressing E. coli CTX-M variants is essential for disease monitoring, targeted antibiotic treatment and infection control. This study details the first report of portable diagnostics technology for the rapid differential detection of CTX-M AMR markers blaCTX-M-1 and blaCTX-M-15, facilitating improved identification and surveillance of these closely related variants. Further application of this portable internally controlled multiplex CTX-M-1/15 LEC-LAMP assay will provide new information on the transmission and prevalence of these CTX-M ESBL alleles. Furthermore, this transferable diagnostic technology can be applied to other new and emerging relevant AMR markers of interest providing more efficient and specific portable pathogen detection for improved epidemiological surveillance.


Asunto(s)
Infecciones por Escherichia coli , Escherichia coli , Humanos , Animales , Porcinos , Infecciones por Escherichia coli/diagnóstico , Infecciones por Escherichia coli/veterinaria , Infecciones por Escherichia coli/epidemiología , beta-Lactamasas/genética , Antibacterianos , Enterobacteriaceae/genética , ADN
11.
Environ Int ; 171: 107707, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36566718

RESUMEN

BACKGROUND: Human, animal, and environmental health are increasingly threatened by the emergence and spread of antibiotic resistance. Inappropriate use of antibiotic treatments commonly contributes to this threat, but it is also becoming apparent that multiple, interconnected environmental factors can play a significant role. Thus, a One Health approach is required for a comprehensive understanding of the environmental dimensions of antibiotic resistance and inform science-based decisions and actions. The broad and multidisciplinary nature of the problem poses several open questions drawing upon a wide heterogeneous range of studies. OBJECTIVE: This study seeks to collect and catalogue the evidence of the potential effects of environmental factors on the abundance or detection of antibiotic resistance determinants in the outdoor environment, i.e., antibiotic resistant bacteria and mobile genetic elements carrying antibiotic resistance genes, and the effect on those caused by local environmental conditions of either natural or anthropogenic origin. METHODS: Here, we describe the protocol for a systematic evidence map to address this, which will be performed in adherence to best practice guidelines. We will search the literature from 1990 to present, using the following electronic databases: MEDLINE, Embase, and the Web of Science Core Collection as well as the grey literature. We shall include full-text, scientific articles published in English. Reviewers will work in pairs to screen title, abstract and keywords first and then full-text documents. Data extraction will adhere to a code book purposely designed. Risk of bias assessment will not be conducted as part of this SEM. We will combine tables, graphs, and other suitable visualisation techniques to compile a database i) of studies investigating the factors associated with the prevalence of antibiotic resistance in the environment and ii) map the distribution, network, cross-disciplinarity, impact and trends in the literature.


Asunto(s)
Antibacterianos , Bacterias , Animales , Humanos , Prevalencia , Farmacorresistencia Microbiana/genética , Bacterias/genética , Sesgo , Antibacterianos/farmacología
12.
World Neurosurg ; 168: 209-218, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36243364

RESUMEN

BACKGROUND: Evolution of keyhole techniques in aneurysm surgery allows for definitive surgical management of aneurysmal pathology with little disruption of normal surrounding tissue. While experienced vascular neurosurgeons are increasingly applying keyhole techniques to unruptured aneurysms, experience with ruptured aneurysms is limited. OBJECTIVE: We sought to explore technical nuances and present operative outcomes for our series of 40 consecutive patients presenting with ruptured intracerebral aneurysms treated with surgical clipping via a keyhole approach. METHODS: This study is a consecutive, single-surgeon, single-center retrospective case series of aneurysms clipped with keyhole approaches at Helen Joseph Hospital in Johannesburg, South Africa. Patients presenting with subarachnoid hemorrhage were worked up exclusively with computed tomography. On the basis of vessel location and unique anatomic features, aneurysms were clipped through one of these approaches: minipterional, supraorbital, or keyhole interhemispheric. Operative details were assessed on retrospective file review, and patient outcomes were assessed on clinic follow-up. RESULTS: A minipterional approach was used for 55% of cases, the supraorbital approach in 30% of cases, and the mini-interhemispheric approach in 15% of cases. The intraoperative aneurysm rupture rate was 26.2%. Complete aneurysm occlusion was achieved in 97.4% with none of the 40 cases requiring conversion of a keyhole to a larger craniotomy. A good outcome was achieved for 72.5% of patients (modified Rankin Scale score ≤2). For patients presenting with World Federation of Neurological Surgeons grade I to III subarachnoid hemorrhage, 92.9% achieved a good outcome. CONCLUSIONS: The present series supports the concept that sound technical execution of keyhole approaches, even in the setting of acutely ruptured cerebral aneurysms, is a viable option for clipping of intracranial aneurysms.


Asunto(s)
Aneurisma Roto , Aneurisma Intracraneal , Hemorragia Subaracnoidea , Humanos , Hemorragia Subaracnoidea/diagnóstico por imagen , Hemorragia Subaracnoidea/cirugía , Estudios Retrospectivos , Procedimientos Neuroquirúrgicos/métodos , Sudáfrica , Aneurisma Roto/diagnóstico por imagen , Aneurisma Roto/cirugía , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/cirugía , Resultado del Tratamiento
13.
J Transl Med ; 9: 43, 2011 Apr 19.
Artículo en Inglés | MEDLINE | ID: mdl-21504557

RESUMEN

BACKGROUND: The lack of sufficient specificity and sensitivity among conventional cancer biomarkers, such as prostate specific antigen (PSA) for prostate cancer has been widely recognized after several decades of clinical implications. Autoantibodies (autoAb) among others are being extensively investigated as potential substitute markers, but remain elusive. One major obstacle is the lack of a sensitive and multiplex approach for quantifying autoAb against a large panel of clinically relevant tumor-associated antigens (TAA). METHODS: To circumvent preparation of phage lysates and purification of recombinant proteins, we identified B cell epitopes from a number of previously defined prostate cancer-associated antigens (PCAA). Peptide epitopes from cancer/testis antigen NY-ESO-1, XAGE-1b, SSX-2,4, as well as prostate cancer overexpressed antigen AMACR, p90 autoantigen, and LEDGF were then conjugated with seroMAP microspheres to allow multiplex measurement of autoAb present in serum samples. Moreover, simultaneous quantification of autoAb plus total PSA was achieved in one reaction, and termed the "A+PSA" assay. RESULTS: Peptide epitopes from the above 6 PCAA were identified and confirmed that autoAb against these peptide epitopes reacted specifically with the full-length protein. A pilot study was conducted with the A+PSA assay using pre-surgery sera from 131 biopsy-confirmed prostate cancer patients and 121 benign prostatic hyperplasia and/or prostatitis patients. A logistic regression-based A+PSA index was found to enhance sensitivities and specificities over PSA alone in distinguishing prostate cancer from nonmalignant cases. The A+PSA index also reduced false positive rate and improved the area under a receiver operating characteristic curve. CONCLUSIONS: The A+PSA assay represents a novel platform that integrates autoAb signatures with a conventional cancer biomarker, which may aid in the diagnosis and prognosis of prostate cancer and others.


Asunto(s)
Autoanticuerpos/inmunología , Inmunoensayo/métodos , Antígeno Prostático Específico/inmunología , Neoplasias de la Próstata/diagnóstico , Neoplasias de la Próstata/inmunología , Anciano , Anciano de 80 o más Años , Antígenos de Neoplasias/inmunología , Western Blotting , Diagnóstico Diferencial , Ensayo de Inmunoadsorción Enzimática , Epítopos de Linfocito B/inmunología , Humanos , Masculino , Microesferas , Persona de Mediana Edad , Péptidos/inmunología , Hiperplasia Prostática/diagnóstico , Hiperplasia Prostática/inmunología , Neoplasias de la Próstata/clasificación , Prostatitis/diagnóstico , Prostatitis/inmunología , Curva ROC , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
14.
Appl Environ Microbiol ; 77(15): 5184-91, 2011 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-21666025

RESUMEN

Ethanologenic Escherichia coli strain KO11 was sequentially engineered to contain the Klebsiella oxytoca cellobiose phosphotransferase genes (casAB) as well as a pectate lyase (pelE) from Erwinia chrysanthemi, yielding strains LY40A (casAB) and JP07 (casAB pelE), respectively. To obtain an effective secretion of PelE, the Sec-dependent pathway out genes from E. chrysanthemi were provided on a cosmid to strain JP07 to construct strain JP07C. Finally, oligogalacturonide lyase (ogl) from E. chrysanthemi was added to produce strain JP08C. E. coli strains LY40A, JP07, JP07C, and JP08C possessed significant cellobiase activity in cell lysates, while only strains JP07C and JP08C demonstrated extracellular pectate lyase activity. Fermentations conducted by using a mixture of pure sugars representative of the composition of sugar beet pulp (SBP) showed that strains LY40A, JP07, JP07C, and JP08C were able to ferment cellobiose, resulting in increased ethanol production from 15 to 45% in comparison to that of KO11. Fermentations with SBP at very low fungal enzyme loads during saccharification revealed significantly higher levels of ethanol production for LY40A, JP07C, and JP08C than for KO11. JP07C ethanol yields were not considerably higher than those of LY40A; however, oligogalacturonide polymerization studies showed an increased breakdown of biomass to small-chain (degree of polymerization, ≤6) oligogalacturonides. JP08C achieved a further breakdown of polygalacturonate to monomeric sugars, resulting in a 164% increase in ethanol yields compared to those of KO11. The addition of commercial pectin methylesterase (PME) further increased JP08C ethanol production compared to that of LY40A by demethylating the pectin for enzymatic attack by pectin-degrading enzymes.


Asunto(s)
Biocombustibles , Biomasa , Escherichia coli/metabolismo , Etanol/metabolismo , Lignina/metabolismo , Pectinas/metabolismo , beta-Glucosidasa/metabolismo , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Hidrolasas de Éster Carboxílico/metabolismo , Hidrolasas de Éster Carboxílico/farmacología , Cósmidos/genética , Dickeya chrysanthemi/genética , Dickeya chrysanthemi/metabolismo , Escherichia coli/genética , Fermentación , Ingeniería Genética , Klebsiella oxytoca/genética , Klebsiella oxytoca/metabolismo , Sistema de Fosfotransferasa de Azúcar del Fosfoenolpiruvato/genética , Sistema de Fosfotransferasa de Azúcar del Fosfoenolpiruvato/metabolismo , Polisacárido Liasas/genética , Polisacárido Liasas/metabolismo
15.
Front Comput Neurosci ; 15: 617862, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33912021

RESUMEN

Experimental studies support the notion of spike-based neuronal information processing in the brain, with neural circuits exhibiting a wide range of temporally-based coding strategies to rapidly and efficiently represent sensory stimuli. Accordingly, it would be desirable to apply spike-based computation to tackling real-world challenges, and in particular transferring such theory to neuromorphic systems for low-power embedded applications. Motivated by this, we propose a new supervised learning method that can train multilayer spiking neural networks to solve classification problems based on a rapid, first-to-spike decoding strategy. The proposed learning rule supports multiple spikes fired by stochastic hidden neurons, and yet is stable by relying on first-spike responses generated by a deterministic output layer. In addition to this, we also explore several distinct, spike-based encoding strategies in order to form compact representations of presented input data. We demonstrate the classification performance of the learning rule as applied to several benchmark datasets, including MNIST. The learning rule is capable of generalizing from the data, and is successful even when used with constrained network architectures containing few input and hidden layer neurons. Furthermore, we highlight a novel encoding strategy, termed "scanline encoding," that can transform image data into compact spatiotemporal patterns for subsequent network processing. Designing constrained, but optimized, network structures and performing input dimensionality reduction has strong implications for neuromorphic applications.

16.
J Pediatr Pharmacol Ther ; 26(7): 746-752, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34588940

RESUMEN

OBJECTIVE: Vancomycin dosing requirements to achieve a target area under curve/minimum inhibitory concentration (AUC/MIC) of 400 to 600 mg•hr/L have not been established in pediatrics. Dose modeling studies and recent guidelines suggest dosing higher than historical recommendations. This study examines dosing requirements to achieve target AUC/MIC in human pediatric patients. METHODS: This retrospective study includes 77 patients, aged 1 month to 18 years, at a single center, who received at least 2 days of intravenous vancomycin with a pharmacokinetic monitoring note and calculated AUC/MIC. Dosing to achieve target AUC/MIC was evaluated by age and indication. Nephrotoxicity was also assessed. RESULTS: The mean dose required to achieve target AUC/MIC for all patients was 67.7 mg/kg/day. Adjusting for age, the mean dose required to achieve target AUC/MIC of 400 to 600 mg•hr/L was found to be statistically significantly different among 3 age cohorts: 1 month to 5 years, 6 to 12 years, and 13 to 18 years [F(2,74) = 15.32, p < 0.001], with mean requirements of 79 ± 14.1, 65.6 ± 21.1, and 53.9 ± 17.1 mg/kg/day, respectively. Dosing requirements were also found to be statistically significantly different across indications [F(6,70) = 4.84, p < 0.001]. Acute kidney injury was identified in 5 patients (6.5%). CONCLUSIONS: The vancomycin dose required to achieve target AUC/MIC in pediatrics was significantly higher in younger pediatric patients and ranged from 53.9 to 79 mg/kg/day, confirming recent guideline recommendations. Doses can be further adjusted for indication. Nephrotoxicity rates remain low compared with historical rates with single trough monitoring.

17.
Pediatr Pulmonol ; 56(10): 3209-3216, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34241975

RESUMEN

OBJECTIVES: The primary objective of this study was to compare the therapeutic predictive value of area under the curve (AUC24 ) versus maximum concentration (Cmax ) in cystic fibrosis (CF) patients receiving intravenous (IV) tobramycin for a Pseudomonas aeruginosa (PsA) acute pulmonary exacerbation (APE). Acute kidney injury (AKI) incidence and the relationship between time undetectable and efficacy were also assessed. METHODS: A retrospective review was conducted in patients aged at least 1 month with a diagnosis of CF receiving IV tobramycin for treatment of a PsA APE and admitted to the University of Kentucky between August 2015 and August 2019. Patients were excluded if they had no growth of PsA on sputum culture or if two postdose tobramycin levels were not obtained following a dose adjustment of ≥20%. RESULTS: A total of 44 pediatric and 107 adult patient encounters met inclusion criteria. In patients with therapeutic success (n = 91), 75.8% had an AUC24 ≥80% and 80.3% had a Cmax ≥8 times the highest PsA minimal inhibitory concentration. There was a significant correlation between AUC24 and Cmax (r[149] = 0.727; p < 0.001). AKI incidence was significantly higher in patients receiving IV tobramycin dosed multiple times daily versus at least every 24 h (χ2 [1, 151] = 3.9; p = 0.047). CONCLUSIONS: The results of this study indicate that both AUC24 and Cmax serve as relatively accurate predictors of tobramycin efficacy. Additionally, given the significant increase in incidence of AKI, multidaily dosing of IV tobramycin should be avoided in pediatric and adult patients with CF.


Asunto(s)
Fibrosis Quística , Infecciones por Pseudomonas , Adulto , Antibacterianos/uso terapéutico , Niño , Fibrosis Quística/complicaciones , Fibrosis Quística/tratamiento farmacológico , Humanos , Infecciones por Pseudomonas/tratamiento farmacológico , Pseudomonas aeruginosa , Estudios Retrospectivos , Tobramicina
18.
J Pharm Pract ; 34(2): 272-278, 2021 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-31422738

RESUMEN

BACKGROUND: Evidence suggests the standard vancomycin trough goal of 15 to 20 mg/L for serious Staphylococcus aureus infections is associated with acute kidney injury, whereas appropriate monitoring of 24-hour area under the curve (AUC) may decrease nephrotoxicity. As a result, institutions have transitioned to AUC monitoring, the predictive pharmacokinetic/pharmacodynamic parameter of vancomycin to improve safety outcomes. However, this method may require increased pharmacist time and effort. Pharmacist perception of the practice change is largely unknown and warrants investigation. METHODS: An electronic survey was disseminated via e-mail to pharmacists 5 months post-AUC implementation. Items of interest were focused on pharmacist perception, including quantity of patients monitored using AUC, justification of the practice change, differences in efficacy and safety, and changes in monitoring time requirements. RESULTS: The pharmacist survey was distributed to 196 pharmacists and 84 responded (43% response rate). Eighty-one pharmacists had monitored patients using AUC methods. Sixty-nine percent of these respondents perceived the change to result in increased or slightly increased patient safety, 27% described no difference, and 4% stated safety was decreased or slightly decreased. Forty-two percent perceived the transition to result in increased or slightly increased efficacy, while 48% noted no difference and 10% responded that efficacy was decreased or slightly decreased. Pharmacists stated the creation of an institutional calculator decreased the time required to calculate AUC. CONCLUSION: After the change to AUC monitoring, pharmacists perceived improvements in safety outcomes while efficacy was at least similar if not increased.


Asunto(s)
Farmacéuticos , Vancomicina , Antibacterianos/efectos adversos , Monitoreo de Drogas , Humanos , Percepción , Vancomicina/efectos adversos
19.
J Pathol ; 219(2): 163-72, 2009 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-19526482

RESUMEN

Osteoarthritis (OA) is the most common form of joint disease in middle-aged and older individuals. Previous studies have shown that over-expression of matrix-degrading proteinases and proinflammatory cytokines is associated with osteoarthritic cartilage degradation. However, it remains unclear which transcription factors regulate the expression of these cartilage-degrading molecules in articular chondrocytes. This study demonstrated that mice lacking Nfat1, a member of the nuclear factor of activated T cells (NFAT) transcription factors, exhibited normal skeletal development but displayed loss of type II collagen (collagen-2) and aggrecan with over-expression of specific matrix-degrading proteinases and proinflammatory cytokines in young adult articular cartilage of load-bearing joints. These initial changes are followed by articular chondrocyte proliferation/clustering, progressive articular surface destruction, periarticular chondro-osteophyte formation and exposure of thickened subchondral bone, all of which resemble human OA. Forced expression of Nfat1 delivered with lentiviral vectors in cultured 3 month-old primary Nfat1 knockout (Nfat1(-/-)) articular chondrocytes partially or completely rescued the abnormal catabolic and anabolic activities of Nfat1(-/-) articular chondrocytes. These new findings revealed a previously unrecognized critical role of Nfat1 in maintaining the physiological function of differentiated adult articular chondrocytes through regulating the expression of specific matrix-degrading proteinases and proinflammatory cytokines. Nfat1 deficiency causes OA due to an imbalance between the catabolic and anabolic activities of adult articular chondrocytes, leading to articular cartilage degradation and failed repair activities in and around articular cartilage. These results may provide new insights into the aetiology, pathogenesis and potential therapeutic strategies for osteoarthritis.


Asunto(s)
Artritis Experimental/patología , Cartílago Articular/patología , Condrocitos/fisiología , Factores de Transcripción NFATC/deficiencia , Osteoartritis/patología , Animales , Apoptosis , Artritis Experimental/metabolismo , Cartílago Articular/metabolismo , Cartílago Articular/fisiopatología , Células Cultivadas , Condrocitos/metabolismo , Vectores Genéticos , Péptidos y Proteínas de Señalización Intercelular/metabolismo , Lentivirus/genética , Ratones , Ratones Noqueados , Factores de Transcripción NFATC/metabolismo , Osteoartritis/metabolismo , Fenotipo , Soporte de Peso/fisiología
20.
J Pediatr Pharmacol Ther ; 25(2): 139-148, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32071589

RESUMEN

BACKGROUND: Compared with adults, children may be at greater risk of medication errors and potential adverse effects. The American Academy of Pediatrics recommends developing mechanisms for proactively identifying patients at risk for medication-related adverse events and failed reconciliation. This study's primary purpose was to evaluate pediatric patients admitted to identify risk factors requiring pharmacist intervention during medication reconciliation (MedRec). METHODS: This prospective study included pediatric patients admitted during the study time frame until the target population of 500 patient encounters was achieved. During each admission, pharmacy staff completed a medication history, after which a pediatric pharmacist completed a MedRec, as is standard hospital practice. The primary outcome was identification of factors for high-risk transitions of care during pediatric admissions based on the need for pharmacist interventions during the MedRec process. RESULTS: In total, 331 interventions were made for 127 patients (median 2; range, 1-12). Of the 331 interventions, 196 (59.2%) were classified as being of moderate or significant severity. Although patients with at least 2 home medications were significantly more likely to require any intervention (p < 0.0001), patients with 5 or more home medications were more likely to have a significant intervention. CONCLUSION: Identifying patients with home medications could allow for focused efforts to intervene. Also, patients admitted to the PICU or those with cardiology- or endocrinology-related diagnoses should be prioritized for MedRec process, because of the likelihood of requiring multiple home medications. This strategy should be tailored to individual pediatric institutions based on internal quality control assessments and available resources.

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