Mollahosseini Arash, Argumeedi Srija, Abdelrasoul Amira, Shoker Ahmed
Department of Chemical and Biological Engineering, University of Saskatchewan, 57 Campus Drive, Saskatoon S7N 5A9, Saskatchewan, Canada.
Department of Chemical and Biological Engineering, University of Saskatchewan, 57 Campus Drive, Saskatoon S7N 5A9, Saskatchewan, Canada; Division of Biomedical Engineering, University of Saskatchewan, 57 Campus Drive, Saskatoon S7N 5A9, Saskatchewan, Canada.
Comput Methods Programs Biomed. 2020 Dec;197:105742. doi: 10.1016/j.cmpb.2020.105742. Epub 2020 Sep 8.
Patients with end-stage renal diseases (ESRD) require specific health cares as the accumulation of toxins due to the lack of kidney functionality would affect their lives. However, the mortality rate is still high due to cardiovascular diseases, socks, etc. A majority of patients with chronic kidney disease (CKD) require hemodialysis services. Blood purifying membranes, as the main component of hemodialysis setups, however, still suffer from lack of optimum biocompatibility, which results in morbidity and mortality of hemodialysis service receiving patients. The goal of the present case study is to have an in-depth understanding of the current blood-hemodialysis membrane interactions occurring during hemodialysis sessions using poly (aryl ether sulfone)-poly (vinyl pyrrolidone) (PAES-PVP) membrane. Attenuated total reflectance-Fourier transmission infrared (ATR-FTIR) spectroscopy, Raman spectroscopy, and solid-state nuclear magnetic resonance (SSNMR) spectroscopy were used to assess the initial chemical structure of the PAES-PVP membrane along with the variations after with the infections with human blood. Furthermore, scanning electron microscopy (SEM) and Transition electron microscopy (TEM) were used to visualize the structural variation of the membrane, blood aggregations, and blood clots on the membrane surface. Besides, Molecular dynamics (MD) simulation was used to assess the interaction of PAES-PVP with major human blood proteins, in terms of interaction energy, which is a novel contribution to the area. The macromolecules (human serum albumin (HSA), human serum transferrin (TRF), and human fibrinogen (HFG)) were chosen from the plasma protein component. These protein structures were chosen based on their different molecular size. Three advanced spectroscopy techniques and two advanced visualization techniques were used for the assessment of the membranes. Spectroscopy studies revealed amine related peak displacement and intensity shifts as indices for attachment of biological species to the polymeric membrane surfaces. Raman peaks around 370, 798, and 1299 cm which experienced significant shifts that were related to carbon-nitrogen and sulfur-oxygen bonds due to protein adhesion. Visualization techniques illustrated blood protein fouling patterns and extracellular vesicles' presence in the pore structures into membranes. The findings highlight the importance of whole structure biocompatibility improvement, rather than only focusing on surface modifications of hemodialysis membranes. Molecular dynamics simulation assessment showed various interaction behaviors for different proteins suggesting molecular weight and active residues of the protein macromolecules play an important role in interacting with polymeric structure. FB had the highest interaction (4,274,749.07 kcal/mol) and binding (10,370.90 kcal/mol) energy with the PAES-PVP structure. TRF owned the lowest interaction energy with respect to its lower molecular weight and fewer active residue count.
终末期肾病(ESRD)患者由于肾脏功能缺失导致毒素积累,需要特殊的医疗护理,这会影响他们的生活。然而,由于心血管疾病、感染等原因,死亡率仍然很高。大多数慢性肾病(CKD)患者需要血液透析服务。血液净化膜作为血液透析装置的主要组成部分,仍然存在生物相容性不佳的问题,这导致接受血液透析服务的患者出现发病和死亡情况。本案例研究的目的是深入了解使用聚(芳基醚砜)-聚(乙烯基吡咯烷酮)(PAES-PVP)膜进行血液透析过程中当前血液与透析膜之间的相互作用。采用衰减全反射傅里叶变换红外(ATR-FTIR)光谱、拉曼光谱和固态核磁共振(SSNMR)光谱来评估PAES-PVP膜的初始化学结构以及感染人血后的变化。此外,使用扫描电子显微镜(SEM)和透射电子显微镜(TEM)来观察膜的结构变化、血液聚集以及膜表面的血凝块。此外,分子动力学(MD)模拟用于评估PAES-PVP与主要人血蛋白之间的相互作用,从相互作用能方面来看,这是该领域的一项新贡献。从血浆蛋白成分中选择了大分子(人血清白蛋白(HSA)、人血清转铁蛋白(TRF)和人纤维蛋白原(HFG))。这些蛋白质结构是根据它们不同的分子大小选择的。使用了三种先进的光谱技术和两种先进的可视化技术来评估这些膜。光谱研究表明,胺相关峰的位移和强度变化可作为生物物种附着于聚合物膜表面的指标。拉曼光谱中370、798和1299 cm附近的峰由于蛋白质粘附而发生了与碳氮键和硫氧键相关的显著位移。可视化技术展示了血液蛋白污染模式以及细胞外囊泡在膜孔结构中的存在情况。研究结果强调了改善整体结构生物相容性的重要性,而不仅仅是关注血液透析膜的表面改性。分子动力学模拟评估显示不同蛋白质具有不同的相互作用行为,表明蛋白质大分子的分子量和活性残基在与聚合物结构相互作用中起重要作用。HFG与PAES-PVP结构的相互作用能(4,274,749.07 kcal/mol)和结合能(10,370.90 kcal/mol)最高。TRF由于分子量较低且活性残基数量较少,其相互作用能最低。