Phytochemical and Bioinformatic Studies of Citrus Flavonoids as Chemopreventive Agents Targeting GGPS1 for Liver Cancer

Ratih Kurnia Wardani, I. M. Rhamandana, Christina Mutiara Putri Gono, Muthi’ Ikawati
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Abstract

Overexpression of geranylgeranyl diphosphate synthase 1 (GGPS1) is an unfavorable prognosis in liver cancer development. The side effects of therapeutic standards encourage the development of therapeutic agents from herbal materials. Citrus peels are rich of phytochemical compounds, especially citrus flavonoids, that possess cytotoxic activities. This study aimed to determine the potential of citrus flavonoids as chemopreventive agents targeting GGPS1 protein by phytochemical and bioinformatic studies. Dried peels of Citrus reticulata were extracted by hydrodynamic-cavitation method followed by identification of compounds using thin layer chromatography (TLC). The expression level of GGPS1 was obtained from UALCAN, while its correlation with survival rate was obtained from the GEPIA. Prediction models regarding the potential inhibitors of citrus peel compounds against GGPS1 were obtained through KNIME and ChEMBl, followed by literature studies on chemopreventive activity of citrus flavonoids. The molecular docking was used to predict the molecular interaction followed by tracking of target genes that were positively correlated with GGPS1 by SwissTargetPrediction. Yielded 75% (v/v), the extract positively contained citrus flavonoid with hesperidin as comparison. Overexpression of GGPS1 significantly reduced the survival rate of liver cancer patients (p value=0.019). Four citrus flavonoid compounds, namely tangeretin, nobiletin, hesperidin, and naringenin showed potential inhibition to GGPS1. The molecular docking showed that tangeretin had a strong affinity compared to the native ligand and zoledronic acid, as positive control. PARP1, CSNK2A1, TNKS2, and GSK3B were clarified as targeted genes for tangeretin and nobiletin that positively correlated with GPPS1. In vitro and in vivo studies will validate our findings and support the development of citrus peel extract with rich flavonoid contents as a chemopreventive agent.Keywords: geranylgeranyl diphosphate synthase 1 (GGPS1), liver cancer, hydrodynamic-cavitation, citrus flavonoid, bioinformatic.
柑橘类黄酮作为靶向GGPS1肝癌化学预防剂的植物化学和生物信息学研究
香叶基二磷酸合成酶1 (GGPS1)过表达是肝癌发展的不良预后因素。治疗标准的副作用鼓励了从草药材料中开发治疗剂。柑橘果皮含有丰富的植物化学物质,尤其是具有细胞毒活性的类黄酮。本研究旨在通过植物化学和生物信息学研究确定柑橘类黄酮作为GGPS1蛋白的化学预防药物的潜力。采用水动力空化法提取柑桔干皮,薄层色谱法对其成分进行鉴别。通过UALCAN获得GGPS1的表达水平,通过GEPIA获得其与存活率的相关性。通过KNIME和ChEMBl建立了柑橘果皮类化合物对GGPS1潜在抑制剂的预测模型,并对柑橘类黄酮的化学预防活性进行了文献研究。通过分子对接预测分子相互作用,通过SwissTargetPrediction跟踪与GGPS1呈正相关的靶基因。提取液的提取率为75% (v/v),与橙皮苷的含量呈正相关。GGPS1过表达显著降低肝癌患者生存率(p值=0.019)。柑橘类黄酮类化合物橘皮素、褐皮素、橙皮苷和柚皮素对GGPS1有潜在的抑制作用。分子对接表明,橘子皮素与天然配体和阳性对照唑来膦酸具有较强的亲和力。PARP1、CSNK2A1、TNKS2和GSK3B被明确为与GPPS1正相关的橘皮素和褐皮素的靶基因。体外和体内研究将验证我们的发现,并支持开发富含类黄酮的柑橘皮提取物作为化学预防剂。关键词:香叶二磷酸合成酶1 (GGPS1),肝癌,水动力空化,柑橘类黄酮,生物信息学
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