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牦牛骨胶原蛋白水解物中功能性肽的计算机筛选与鉴定:抗氧化及成骨活性

In Silico Screening and Identification of Functional Peptides from Yak Bone Collagen Hydrolysates: Antioxidant and Osteoblastic Activities.

作者信息

Wang Yali, Wang Yue, Fang Baishan, Fu Yousi

机构信息

Department of Chemical and Biochemical Engineering, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China.

Department of Microbiology, Genetics, & Immunology, Michigan State University, East Lansing, MI 48824, USA.

出版信息

Int J Mol Sci. 2025 May 10;26(10):4570. doi: 10.3390/ijms26104570.

DOI:10.3390/ijms26104570
PMID:40429715
Abstract

Collagen peptides are recognized for their diverse bioactivities; however, efficiently screening potent peptides from hydrolysates remains challenging. This study employed an integrated strategy that combined in silico antioxidant activity prediction and molecular docking to myeloperoxidase (MPO) to screen active peptides derived from yak bone collagen hydrolysates. Focusing on low molecular weight peptides, containing motifs such as GVM, GLP, GPM, and GPQ, we identified nine antioxidant peptides (KC1-KC9). Their activities were validated through in vitro free radical scavenging assays, with peptide KC7 demonstrating superior performance. Furthermore, peptide KC7 promoted proliferation, differentiation, and mineralization in MC3T3-E1 cells by upregulating osteogenic markers such as Runx2 and osteocalcin, modulating the Wnt/β-catenin and PI3K/Akt pathways, and reducing the Bax/Bcl-2 ratio. These results highlight KC7's dual capacity to mitigate oxidative stress and potentially reduce apoptotic susceptibility, thereby stimulating osteogenesis. This positions peptide KC7 as a promising candidate for bone regeneration and oxidative stress-related disorders. Moreover, this study underscores the effectiveness of integrating computational and experimental approaches for the discovery of multifunctional natural peptides.

摘要

胶原蛋白肽因其多样的生物活性而受到认可;然而,从水解产物中高效筛选出有效的肽仍然具有挑战性。本研究采用了一种综合策略,将计算机模拟抗氧化活性预测与对髓过氧化物酶(MPO)的分子对接相结合,以筛选源自牦牛骨胶原蛋白水解产物的活性肽。聚焦于含有GVM、GLP、GPM和GPQ等基序的低分子量肽,我们鉴定出了9种抗氧化肽(KC1 - KC9)。通过体外自由基清除试验验证了它们的活性,其中肽KC7表现出卓越的性能。此外,肽KC7通过上调成骨标志物如Runx2和骨钙素、调节Wnt/β - 连环蛋白和PI3K/Akt信号通路以及降低Bax/Bcl - 2比率,促进了MC3T3 - E1细胞的增殖、分化和矿化。这些结果突出了KC7减轻氧化应激以及潜在降低凋亡易感性从而刺激成骨的双重能力。这使得肽KC7成为骨再生和氧化应激相关疾病的一个有前景的候选物。此外,本研究强调了整合计算和实验方法来发现多功能天然肽的有效性。

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本文引用的文献

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Antioxidant scaffolds for enhanced bone regeneration: recent advances and challenges.用于增强骨再生的抗氧化支架:最新进展与挑战
Biomed Eng Online. 2025 Apr 8;24(1):41. doi: 10.1186/s12938-025-01370-z.
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Unraveling the Osteogenic Activity and Molecular Mechanism of an Antioxidant Collagen Peptide in MC3T3-E1 Cells.解析抗氧化胶原蛋白肽在MC3T3-E1细胞中的成骨活性及分子机制
Nutrients. 2025 Feb 27;17(5):824. doi: 10.3390/nu17050824.
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Explainable deep learning and virtual evolution identifies antimicrobial peptides with activity against multidrug-resistant human pathogens.
可解释的深度学习与虚拟进化识别出对多重耐药人类病原体具有活性的抗菌肽。
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Anti-inflammatory activity of collagen peptide in vitro and its effect on improving ulcerative colitis.胶原蛋白肽的体外抗炎活性及其对改善溃疡性结肠炎的作用
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iAnOxPep: a machine learning model for the identification of anti-oxidative peptides using ensemble learning.iAnOxPep:一种使用集成学习识别抗氧化肽的机器学习模型。
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Regulation of redox enzymes by nutraceuticals: a review of the roles of antioxidant polyphenols and peptides.营养保健品对氧化还原酶的调节作用:抗氧化多酚和肽的作用综述。
Food Funct. 2024 Nov 11;15(22):10956-10980. doi: 10.1039/d4fo03549f.
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Unraveling novel antioxidant peptides from Asian swamp eel: Identification, in silico selection, and mechanistic insights through quantum chemical calculation and molecular docking.从亚洲鳗鲡中解析新型抗氧化肽:通过量子化学计算和分子对接进行鉴定、计算机辅助筛选和机制研究。
Food Chem. 2025 Feb 1;464(Pt 2):141668. doi: 10.1016/j.foodchem.2024.141668. Epub 2024 Oct 16.
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