Pharmacokinetic-Pharmacodynamic (PK-PD) Modeling of Effect of Naringenin and Its Surface Modified Nanocarriers on Associated and Core Behaviors of Autism Spectrum Disorders (ASD)

R. Bhandari, J. Paliwal, A. Kuhad
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Abstract

Abstract The pharmacokinetic and pharmacodynamic (PK-PD) model was developed to describe the relationship between plasma/brain concentration of naringenin and its nanocarriers with behavioral and biochemical alterations in a rat model of autism spectrum disorders (ASD). Behavioral parameters like sensorimotor dysfunction, hyperlocomotion, anxiety-like behavior, social interaction, and repetitive behavior were investigated by rotarod, actophotometer, open-field, reciprocal social interaction, and repetitive self-grooming test respectively. Naringenin was administered in doses (25, 50, and 100 mg/kg) and in the form of its uncoated and glutathione as well as tween 80–coated PLGA nanocarriers (25 mg/kg) thrice daily (8 hourly). Sigmoid Emax model was applied to study the relationship between the concentration of naringenin in plasma/brain and behavioral effects (in terms of sensorimotor dysfunction, locomotor activity, anxiety-like behavior, social interaction ability, repetitive behavior) as well as biochemical changes (plasma levels of TNF-α, MMP-9, and HSP-70, and Pgp at BBB). Model parameters such as Eo, Emax, and EC50 indicate that maximum effect occurred after administration of GSH-coated naringenin nanoparticles and the minimum effect occurred with the 25 mg/kg dose of unencapsulated naringenin. The R2 value of 0.99 and small Akaike information criterion indicate the goodness of fit of the model. The PK-PD modeling done by sigmoid Emax model showed a positive correlation between plasma/brain drug concentration and neuroinflammatory markers as well as behaviors consistent with the ASD phenotype.  
柚皮素及其表面修饰纳米载体对自闭症谱系障碍相关及核心行为影响的药代动力学-药效学(PK-PD)建模
摘要建立药代动力学和药效学(PK-PD)模型,描述柚皮素及其纳米载体的血浆/脑浓度与自闭症谱系障碍(ASD)大鼠模型行为和生化改变之间的关系。分别采用旋转杆测试、视压计测试、开放场测试、互惠社会互动测试和重复自我梳理测试,考察感觉运动障碍、过度运动、焦虑样行为、社会互动和重复行为等行为参数。柚皮素以剂量(25,50和100mg /kg)、未包被的谷胱甘肽和谷胱甘肽以及80包被的PLGA纳米载体(25mg /kg)的形式每天三次(8小时)施用。采用Sigmoid Emax模型研究血浆/脑柚皮素浓度与行为效应(感觉运动功能障碍、运动活动、焦虑样行为、社交能力、重复行为)及生化变化(血中TNF-α、MMP-9、HSP-70、血中Pgp水平)的关系。Eo、Emax和EC50等模型参数表明,gsh包被的柚皮素纳米颗粒效果最大,未包被的柚皮素25 mg/kg剂量效果最小。R2值为0.99,赤池信息准则较小,表明模型拟合良好。通过乙状结肠Emax模型进行的PK-PD建模显示,血浆/脑药物浓度与神经炎症标志物以及与ASD表型一致的行为呈正相关。
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