School of Biosciences, Faculty of Health and Medical Sciences, Taylor's University, Subang Jaya, 47500, Malaysia.
Digital Health and Medical Advancements Impact Lab, Taylor's University, Subang Jaya, 47500, Malaysia.
Curr Drug Discov Technol. 2024;21(6):e220224227304. doi: 10.2174/0115701638290855240207114727.
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.
This study aims to discover short-length anticancer peptides derived from pardaxin 6 through an approach.
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 analysis outputs across 5 to 15 amino acid fragments was further analyzed.
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, 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.
Single residue replacement in fragmented pardaxin 6 was found to produce stronger anticancer agents through predictions. Through bioinformatics tools, fragmented peptides improved the efficiency of marine-derived drugs with higher efficacy and lower hemolytic effects in treating cancers.
癌症是一个全球性的问题。据观察,传统疗法面临许多问题,如副作用和耐药性。最近的研究据称使用海洋衍生产品来治疗各种疾病,并探索其在治疗癌症方面的潜力。
本研究旨在通过 方法发现源自 pardaxin 6 的短长度抗癌肽。
从 pardaxin 6 亲本肽衍生出 5 到 15 个氨基酸的片段肽。这些肽进一步用一个残基取代,并与原始片段肽一起预测它们的 SVM 评分和物理化学性质。前 5 个衍生肽进一步使用各种网络服务器检查其毒性、溶血概率、肽结构、对接模型和能量评分。进一步分析了 5 到 15 个氨基酸片段的 分析输出趋势。
结果表明,当氨基酸增加时,原始片段肽的 SVM 评分也增加。设计的肽具有更高的 SVM 评分,这与先前的研究一致,其中单个残基取代将非抗癌肽转化为抗癌剂。此外,研究验证了设计的肽保留或增强了对不同癌细胞系的抗癌作用。有趣的是,观察到那些片段衍生肽呈下降趋势。
通过 预测,发现源自 pardaxin 6 的单个残基取代产生了更强的抗癌剂。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作用。