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对酪胺跨人肠上皮细胞转运的建模预测存在其他转运体。

Modelling of -tyramine transport across human intestinal epithelial cells predicts the presence of additional transporters.

作者信息

Sarkar Shreyasi, Saika-Voivod Ivan, Berry Mark D

机构信息

Department of Biochemistry, Memorial University of Newfoundland, St. John's, NL, Canada.

Department of Physics and Physical Oceanography, Memorial University of Newfoundland, St. John's, NL, Canada.

出版信息

Front Physiol. 2022 Nov 10;13:1009320. doi: 10.3389/fphys.2022.1009320. eCollection 2022.

Abstract

-Tyramine (TYR) is an endogenous trace amine, which can also be synthesized by intestinal microbiota, and is present in commonly consumed diets. TYR is an agonist for the intracellular trace amine-associated receptor 1, which has been implicated in psychiatric, metabolic, and immune-related disorders. We have previously demonstrated TYR readily diffuses across lipid bilayers, while transport across Caco-2 cell membranes involves Organic Cation Transporter 2 (OCT2) and a Na-dependent active transporter. Here we developed mathematical models to determine whether known kinetics for these processes are sufficient to explain observed transcellular TYR passage. Ordinary differential equations were developed for known TYR transport processes to predict concentration-time relationships. Michaelis-Menten kinetics were assumed for all transporter-mediated processes and a one phase exponential function used for simple diffusion. Modelled concentration-time plots were compared to published experimental results. Additional transporter functions were sequentially added to models to improve consistency, and a least squares error minimization approach utilized to determine added transporter kinetics. Finally, possible TYR compartmentalization was also modelled. Following apical loading, transport across the apical, but not the basolateral, membrane was modelled without additional transporters, suggesting a basolateral transporter was missing. Consistent with this, models of basolateral compartment loading did not match experimental observations, indicating missing basolateral transporters were bidirectional. Addition of a transporter with the kinetic characteristics of OCT2 did not improve models. Varying the kinetic parameters of the added transporter improved models of basolateral, but worsened apical, loading models, suggesting the need for either a directional preference in transporters, or intracellular TYR compartmentalization. Experimental parameters were recapitulated by introducing asymmetry into the apical OCT2 (K = 110.4 nM, K = 1,227.9 nM), and a symmetric basolateral facilitated diffusion transporter (V = 6.0 nM/s, K = 628.3 nM). The apparent directionality of OCT2 may reflect altered TYR ionization due to known pH differences between compartments. Models for asymmetry and compartmentalization were compared by root mean square deviation from experimental data, and it was found that TYR compartmentalization could only partially replace the need for asymmetry of OCT2. In conclusion, modelling indicates that known TYR transport processes are insufficient to explain experimental concentration-time profiles and that asymmetry of the apical membrane OCT2 combined with additional, low affinity, basolateral membrane facilitated diffusion transporters are required.

摘要
  • 酪胺(TYR)是一种内源性痕量胺,也可由肠道微生物群合成,且存在于常见的饮食中。TYR是细胞内痕量胺相关受体1的激动剂,该受体与精神、代谢和免疫相关疾病有关。我们之前已经证明TYR很容易穿过脂质双层,而穿过Caco-2细胞膜的转运涉及有机阳离子转运体2(OCT2)和一种钠依赖性主动转运体。在这里,我们建立了数学模型,以确定这些过程的已知动力学是否足以解释观察到的跨细胞TYR传递。针对已知的TYR转运过程建立了常微分方程,以预测浓度-时间关系。所有转运体介导的过程均假定为米氏动力学,简单扩散采用单相指数函数。将模拟的浓度-时间图与已发表的实验结果进行比较。将额外的转运体功能依次添加到模型中以提高一致性,并采用最小二乘误差最小化方法来确定添加的转运体动力学。最后,还对可能的TYR区室化进行了建模。在顶端加载后,在没有额外转运体的情况下对穿过顶端膜而非基底外侧膜的转运进行了建模,这表明缺少基底外侧转运体。与此一致的是,基底外侧区室加载模型与实验观察结果不匹配,表明缺失的基底外侧转运体是双向的。添加具有OCT2动力学特征的转运体并没有改善模型。改变添加的转运体的动力学参数改善了基底外侧加载模型,但恶化了顶端加载模型,这表明需要转运体具有方向偏好,或者细胞内TYR区室化。通过将顶端OCT2引入不对称性(K = 110.4 nM,K = 1227.9 nM)和对称的基底外侧易化扩散转运体(V = 6.0 nM/s,K = 628.3 nM)来概括实验参数。OCT2明显的方向性可能反映了由于各区间已知的pH差异导致的TYR电离改变。通过与实验数据的均方根偏差比较了不对称性和区室化模型,发现TYR区室化只能部分替代对顶端膜OCT2不对称性的需求。总之,建模表明已知的TYR转运过程不足以解释实验浓度-时间曲线,并且需要顶端膜OCT2的不对称性与额外的低亲和力基底外侧膜易化扩散转运体相结合。
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/132d/9733674/08b12bd14af8/fphys-13-1009320-g001.jpg

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