RESUMO
In many practical applications, count data often exhibit greater or less variability than allowed by the equality of mean and variance, referred to as overdispersion/underdispersion, and there are several reasons that may lead to the overdispersion/underdispersion such as zero inflation and mixture. Moreover, if the count data are distributed as a generalized Poisson or a negative binomial distribution that accommodates extra variation not explained by a simple Poisson or a binomial model, then the dispersion occurs too. In this paper, we deal with a class of two-component zero-inflated generalized Poisson mixture regression models to fit such data and propose a local influence measure procedure for model comparison and statistical diagnostics. At first, we formally develop a general model framework that unifies zero inflation, mixture as well as overdispersion/underdispersion simultaneously, and then we mainly investigate two types of perturbation schemes, the global and individual perturbation schemes, for perturbing various model assumptions and detecting influential observations. Also, we obtain the corresponding local influence measures. Our method is novel for count data analysis and can be used to explore these essential issues such as zero inflation, mixture, and dispersion related to zero-inflated generalized Poisson mixture models. On the basis of the results of model comparison, we could further conduct the sensitivity analysis of perturbation as well as hypothesis test with more accuracy. Finally, we employ here a simulation study and a real example to illustrate the proposed local influence measures.
Assuntos
Interpretação Estatística de Dados , Funções Verossimilhança , Modelos Estatísticos , Simulação por Computador , HumanosRESUMO
K correlated 2 x 2 tables with structural zero are commonly encountered in infectious disease studies. A hypothesis test for risk difference is considered in K independent 2 x 2 tables with structural zero in this paper. Score statistic, likelihood ratio statistic and Wald-type statistic are proposed to test the hypothesis on the basis of stratified data and pooled data. Sample size formulae are derived for controlling a pre-specified power or a pre-determined confidence interval width. Our empirical results show that score statistic and likelihood ratio statistic behave better than Wald-type statistic in terms of type I error rate and coverage probability, sample sizes based on stratified test are smaller than those based on the pooled test in the same design. A real example is used to illustrate the proposed methodologies.
Assuntos
Bioestatística/métodos , Modelos Estatísticos , Medição de Risco/métodos , Simulação por Computador/estatística & dados numéricos , Intervalos de Confiança , Tamanho da AmostraRESUMO
Acute kidney injury (AKI) is a common complication following orthotopic liver transplantation (OLT) and is associated with increased morbidity and mortality. The aim of the current study was to determine the risk factors for AKI in patients undergoing OLT. A total of 103 patients who received OLT between January 2015 and May 2016 in Tongji Hospital, China, were retrospectively analyzed. Their demographic characteristics and perioperative parameters were collected, and AKI was diagnosed using 2012 Kidney Disease: Improving Global Outcomes (KDIGO) staging criteria. It was found that the incidence of AKI was 40.8% in this cohort and AKI was significantly associated with body mass index, urine volume, operation duration (especially > 480 min), and the postoperative use of vasopressors. It was concluded that relative low urine output, long operation duration, and the postoperative use of vasopressors are risk factors for AKI following OLT.
Assuntos
Injúria Renal Aguda/diagnóstico , Transplante de Fígado/efeitos adversos , Fígado/cirurgia , Vasoconstritores/efeitos adversos , Injúria Renal Aguda/etiologia , Injúria Renal Aguda/patologia , Adulto , Índice de Massa Corporal , Contraindicações de Medicamentos , Feminino , Humanos , Rim/patologia , Fígado/patologia , Transplante de Fígado/métodos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Duração da Cirurgia , Estudos Retrospectivos , Fatores de RiscoRESUMO
Oxaliplatin (OXL) is a third-generation chemotherapeutic agent commonly used to treat metastatic digestive tumors; however, neuropathic pain is one of the main limiting complications of OXL. The purpose of this study was to examine the underlying mechanisms by which neuropathic pain is induced by OXL in a rat model. Our results demonstrated that blocking spinal proteinase-activated receptor 2 (PAR2) and transient receptor potential vanilloid 1 (TRPV1) attenuated pain responses evoked by mechanical stimulation and decreased the releases of substance P and CGRP in the superficial dorsal horn of the spinal cord. The attenuating effect on mechanical pain was significantly smaller in OXL-rats than that in control rats. Blocking PAR2 also attenuated a heightened cold sensitivity evoked by OXL; whereas blocking TRPV1 had little effects on OXL-evoked hypersensitive cold response. Our data also showed that OXL increased the protein expressions of PAR2 and TRPV1 in the superficial dorsal horn. In addition, blocking PAR2 decreased TRPV1 expression in OXL-rats. Overall, our data suggest that upregulated expression of PAR2 in the superficial dorsal horn contributes to mechanical hyperalgesia and cold hypersensitivity; whereas amplified TRPV1 plays a role in regulating mechanical hyperalgesia, but not cold hypersensitivity after administration of OXL. We further suggest that TRPV1 is likely one of the signaling pathways for PAR2 to play a role in regulating OXL-induced neuropathic pain.
Assuntos
Peptídeo Relacionado com Gene de Calcitonina/metabolismo , Neuralgia/metabolismo , Receptor PAR-2/metabolismo , Corno Dorsal da Medula Espinal/metabolismo , Substância P/metabolismo , Canais de Cátion TRPV/metabolismo , Animais , Síndromes Periódicas Associadas à Criopirina/tratamento farmacológico , Síndromes Periódicas Associadas à Criopirina/metabolismo , Síndromes Periódicas Associadas à Criopirina/fisiopatologia , Modelos Animais de Doenças , Masculino , Neuralgia/induzido quimicamente , Neuralgia/tratamento farmacológico , Neuralgia/fisiopatologia , Compostos Organoplatínicos/efeitos adversos , Oxaliplatina , Ratos , Ratos Wistar , Receptor PAR-2/antagonistas & inibidores , Transdução de Sinais/efeitos dos fármacos , Corno Dorsal da Medula Espinal/efeitos dos fármacos , Resultado do Tratamento , Regulação para Cima/efeitos dos fármacosRESUMO
Cancer induced bone pain (CIBP) is a major clinical problem. Although opioids remain the principal axis in drug therapies for CIBP, their sustained application is known to induce cellular and molecular adaptations including enhanced neuroimmune reactivity. This is generally characterized by glial activation and proinflammatory cytokine production which frequently results in pharmacological tolerance. This research was performed to investigate spinal neuroimmune responses after prolonged systemic morphine treatment in a rat model of CIBP. The model was established using a unilateral intra-tibia injection of Walker 256 mammary gland carcinoma cells. Subcutaneous morphine was repeatedly administered from postoperative days 14 to 19. Mechanical allodynia to von Frey filaments and ambulatory pain scores were recorded to investigate changes of nociceptive behaviors. Spinal glial activation was detected by immunohistochemistry and real-time PCR; the production of proinflammatory cytokines (IL-1beta and TNF-alpha) was examined through real-time PCR and ELISA. Results showed that chronic morphine use failed to elicit analgesic tolerance in the rat CIBP model. Moreover, the treatment had no significant influence on the activated spinal glia morphology, cell density and expression of special cytomembrane markers, whereas it significantly down-regulated the local proinflammatory cytokine production at the mRNA and protein level. Collectively, these data suggest that chronic morphine treatment in CIBP is not concomitant with pharmacological tolerance, at least partially because the treatment fails to amplify spinal neuroimmune responses.
Assuntos
Analgésicos Opioides/uso terapêutico , Regulação da Expressão Gênica/efeitos dos fármacos , Interleucina-1beta/metabolismo , Morfina/uso terapêutico , Dor/tratamento farmacológico , Fator de Necrose Tumoral alfa/metabolismo , Animais , Neoplasias Ósseas/complicações , Antígeno CD11b/genética , Antígeno CD11b/metabolismo , Carcinoma/patologia , Linhagem Celular Tumoral , Modelos Animais de Doenças , Ensaio de Imunoadsorção Enzimática/métodos , Feminino , Proteína Glial Fibrilar Ácida/metabolismo , Hiperalgesia/tratamento farmacológico , Hiperalgesia/etiologia , Neoplasias Mamárias Experimentais , Transplante de Neoplasias , Neuroglia/efeitos dos fármacos , Neuroglia/metabolismo , Dor/etiologia , Dor/patologia , Limiar da Dor/efeitos dos fármacos , Ratos , Ratos Wistar , Medula Espinal/patologia , Fatores de TempoRESUMO
A protoplast-to-plant system for the methionine resistant variant of Astragalus cicer L. has been developed. The friable calli induced from stem segments of variant plants were used as materials for protoplast isolation through enzyme digestion. The effects of different media and plating densities on protoplast divisions and plant regeneration were studied. Sustained cell divisions and colony formation from the protoplasts of the methionine resistant cell line of Astragalus cicer L. were obtained by a DPD medium containing 2.0 mg/L 2,4- dichlorophenoxyacetic acid (2,4-D), 0.2 mg/L 6 -benzylaminopurine(6-BA), 0.3 mol/L mannitol, 200 mg/L casein hydrolysate and 2% (W/V) sucrose at a plating density of 2x10(5) /ml. The division frequency was 38.3%. At the same time, different dividing types of protoplasts were found. Organogenesis and shoot formation from the protoplast-derived calli were induced on MS medium supplemented with 0.5 mg/L NAA, 10 mg/L KT and 2% (W/V) sucrose. The protoplast-derived calli still expressed resistance to methionine. The protoplast to plant regeneration protocol developed in this study might provide the foundation for the resistant cell line as a parent for somatic hybridization.