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罗非鱼(Oreochromis niloticus)皮胶原蛋白衍生肽的计算机蛋白水解和分子相互作用及其在环境修复中的应用。

In silico proteolysis and molecular interaction of tilapia (Oreochromis niloticus) skin collagen-derived peptides for environmental remediation.

机构信息

Study Program of Chemistry, Department of Chemistry Education, Universitas Pendidikan Indonesia, Jalan Dr. Setiabudhi 229, Bandung, 40154, Indonesia.

Department of Food Science and Agricultural Product Technology, Faculty of Agricultural Technology, Gadjah Mada University, Yogyakarta, 5528, Indonesia.

出版信息

Environ Res. 2022 Sep;212(Pt A):113002. doi: 10.1016/j.envres.2022.113002. Epub 2022 Mar 16.

Abstract

Fish skin collagen hydrolyzate has demonstrated the potent inhibition of dipeptidyl peptidase-IV (DPP-IV), one of the treatments for type-2 diabetes mellitus (type-2 DM), but the precise mechanism is still unclear. This study used in silico method to evaluate the potential of the active peptides from tilapia skin collagen (Oreochromis niloticus) for DPP-IV inhibitor. The methodology includes collagen hydrolysis using BIOPEP, which is the database of bioactive peptides; active peptide selection; toxicity, allergenicity, sensory analysis of active peptides; and binding of active peptides to DPP-IV compared with linagliptin. The result indicated that in silico enzymatic hydrolysis of collagen produced active peptides with better prediction of biological activity than intact collagen. There are 13 active peptides were predicted as non-toxic and non-allergenic, some of which have a bitter, salty, and undetectable taste. Docking simulations showed all active peptides interacted with DPP-IV through hydrogen bonds, van der Waals force, hydrophobic interaction, electrostatic force, π-sulfur, and unfavorable interaction, where WF (Trp-Phe), VW (Val-Trp), WY (Trp-Tyr), and WG (Trp-Gly) displayed higher binding affinities of 0.8; 0.5; 0.4; and 0.3 kcal/mol compared with linagliptin. In this study, we successfully demonstrated antidiabetic type-2 DM potential of the active peptides from tilapia skin collagen. The obtained data provided preliminary data for further research in the utilization of fish skin waste as a functional compound to treat the type-2 DM patients. Alternatively, this treatment can be synergistically combined with the available antidiabetic drugs to improve the insulin secretion of the type-2 DM patients.

摘要

罗非鱼皮胶原蛋白水解物已被证实具有强烈的二肽基肽酶-4(DPP-IV)抑制作用,DPP-IV 是治疗 2 型糖尿病(type-2 DM)的方法之一,但确切的机制尚不清楚。本研究采用计算机模拟方法评估罗非鱼皮胶原蛋白(Oreochromis niloticus)活性肽作为 DPP-IV 抑制剂的潜力。该方法包括使用 BIOPEP 数据库对胶原蛋白进行水解,该数据库是生物活性肽的数据库;活性肽的选择;活性肽的毒性、过敏性、感官分析;以及与 linagliptin 相比,活性肽与 DPP-IV 的结合。结果表明,与完整胶原蛋白相比,胶原蛋白的计算机模拟酶解产生了具有更好生物活性预测的活性肽。有 13 种活性肽被预测为无毒和无过敏性,其中一些具有苦味、咸味和不可检测的味道。对接模拟表明,所有活性肽都通过氢键、范德华力、疏水相互作用、静电力、π-硫和不利相互作用与 DPP-IV 相互作用,其中 WF(色氨酸-苯丙氨酸)、VW(缬氨酸-色氨酸)、WY(色氨酸-酪氨酸)和 WG(色氨酸-甘氨酸)与 linagliptin 相比,结合亲和力分别为 0.8、0.5、0.4 和 0.3 kcal/mol。在这项研究中,我们成功地证明了罗非鱼皮胶原蛋白活性肽的抗 2 型糖尿病 DM 潜力。获得的数据为进一步研究利用鱼类皮废物作为治疗 2 型糖尿病患者的功能性化合物提供了初步数据。或者,这种治疗可以与现有的抗糖尿病药物协同结合,以提高 2 型糖尿病患者的胰岛素分泌。

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