Short Fragmented Peptides from Pardachirus Marmoratus Exhibit Stronger Anticancer Activities in In Silico Residue Replacement and Analyses.

Yong Hui Wong, Sau Har Lee
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Abstract

Background: Cancer is a worldwide issue. It has been observed that conventional therapies face many problems, such as side effects and drug resistance. Recent research reportedly used marine-derived products to treat various diseases and explored their potential in treating cancers.

Objective: This study aims to discover short-length anticancer peptides derived from pardaxin 6 through an in silico approach.

Methods: Fragmented peptides ranging from 5 to 15 amino acids were derived from the pardaxin 6 parental peptide. These peptides were further replaced with one residue and, along with the original fragmented peptides, were predicted for their SVM scores and physicochemical properties. The top 5 derivative peptides were further examined for their toxicity, hemolytic probability, peptide structures, docking models, and energy scores using various web servers. The trend of in silico analysis outputs across 5 to 15 amino acid fragments was further analyzed.

Results: Results showed that when the amino acids were increased, SVM scores of the original fragmented peptides were also increased. Designed peptides had increased SVM scores, which was aligned with previous studies where the single residue replacement transformed the non-anticancer peptide into an anticancer agent. Moreover, in vitro studies validated that the designed peptides retained or enhanced anticancer effects against different cancer cell lines. Interestingly, a decreasing trend was observed in those fragmented derivative peptides.

Conclusion: Single residue replacement in fragmented pardaxin 6 was found to produce stronger anticancer agents through in silico predictions. Through bioinformatics tools, fragmented peptides improved the efficiency of marine-derived drugs with higher efficacy and lower hemolytic effects in treating cancers.

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在硅学残留置换和分析中,来自 Pardachirus Marmoratus 的短片肽显示出更强的抗癌活性。
背景:癌症是一个世界性问题。据观察,传统疗法面临许多问题,如副作用和耐药性。据报道,最近的研究利用海洋衍生产品治疗各种疾病,并探索其治疗癌症的潜力:本研究旨在通过硅学方法发现从帕达辛 6 提取的短长抗癌肽:方法:从 pardaxin 6 母体肽中提取 5 至 15 个氨基酸的片段肽。这些肽被进一步替换为一个残基,并与原始片段肽一起进行 SVM 评分和理化性质预测。利用各种网络服务器进一步研究了前 5 种衍生肽的毒性、溶血概率、肽结构、对接模型和能量得分。进一步分析了 5 至 15 个氨基酸片段的硅学分析结果的趋势:结果表明,当氨基酸增加时,原始片段肽的 SVM 分数也会增加。设计的多肽 SVM 得分增加,这与之前的研究结果一致,即通过单个残基置换将非抗癌多肽转化为抗癌剂。此外,体外研究也验证了所设计的肽对不同癌细胞株的抗癌效果得以保留或增强。有趣的是,在这些片段化衍生肽中观察到了一种递减趋势:结论:通过硅学预测,发现在片段化的帕达欣 6 中进行单残基置换可产生更强的抗癌剂。通过生物信息学工具,片段肽提高了海洋衍生药物的效率,在治疗癌症方面具有更高的疗效和更低的溶血效应。
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