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分子建模、动力学模拟及小檗碱衍生物的结合效率:用于癌症治疗的新型 RAF 抑制剂。

Molecular modeling, dynamics simulations, and binding efficiency of berberine derivatives: A new group of RAF inhibitors for cancer treatment.

机构信息

Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.

Genetics and Regenerative Medicine Research Centre, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia.

出版信息

PLoS One. 2018 Mar 22;13(3):e0193941. doi: 10.1371/journal.pone.0193941. eCollection 2018.

Abstract

RAF kinases are a family of enzymes in the MAP kinase pathway that contribute to the development of different types of cancer. BRAF is the most important member of RAF kinases. BRAF mutations have been detected in 7% of all cancers and 66% of melanomas; as such, the FDA has approved a few BRAF inhibitor drugs to date. However, BRAF can activate CRAF leading to resistance to BRAF inhibitors. Berberine (BBR) is an alkaloid that is widely distributed in different plant species. Several studies have been carried out on the anti-cancer effects of BBR but direct targets of BBR are unknown. In this study, interactions of BBR derivatives against BRAF and CRAF kinases were modeled and predicted using an in silico-based approach. To analyze and identify the residues important in BRAF docking, we modeled interactions of ATP, the universal substrate of BRAF, and found that Lys483 and Asp594 are the most important residues involved in both ATP and BBR binding [(The average score = -11.5 kcal/mol (ATP); Range of scores = -7.78 to -9.55 kcal/mol (BBR)]. In addition to these polar residues, Trp530 and Phe583 are also applicable to the molecular docking of BRAF. We also observed that Asp593 was excluded from the enzyme cavity, while Phe594 was included inside the cavity, making the enzyme inactive. Finally, three alternatives for BBR were identified with dual RAF inhibition effects [The best scores against BRAF = -11.62 kcal/mol (BBR-7), -10.64 kcal/mol (BBR-9), and -11.01 kcal/mol (BBR-10); the best scores against CRAF = -9.68 kcal/mol (BBR-7), -9.60 kcal/mol (BBR-9), and -9.20 kcal/mol (BBR-10)]. Direct effects of BBR derivatives against BRAF and CRAF kinases had not yet been reported previously, and, thus, for the first time, we report three cycloprotoberberines as lead compounds against RAF kinases.

摘要

RAF 激酶是丝裂原活化蛋白激酶途径中的一类酶,有助于不同类型癌症的发展。BRAF 是 RAF 激酶中最重要的成员。在所有癌症中,BRAF 突变的检出率为 7%,在黑色素瘤中,BRAF 突变的检出率为 66%;因此,美国食品和药物管理局 (FDA) 迄今已批准了几种 BRAF 抑制剂药物。然而,BRAF 可以激活 CRAF,从而导致对 BRAF 抑制剂的耐药性。小檗碱 (BBR) 是一种广泛分布于不同植物物种中的生物碱。已有多项研究探讨了 BBR 的抗癌作用,但 BBR 的直接靶点尚不清楚。在这项研究中,我们使用基于计算的方法对 BBR 衍生物与 BRAF 和 CRAF 激酶的相互作用进行了建模和预测。为了分析和确定 BRAF 对接中重要的残基,我们模拟了 BRAF 的通用底物 ATP 的相互作用,发现 Lys483 和 Asp594 是参与 ATP 和 BBR 结合的最重要的残基 [(平均评分 = -11.5 kcal/mol(ATP);评分范围 = -7.78 至-9.55 kcal/mol(BBR)]。除了这些极性残基外,Trp530 和 Phe583 也适用于 BRAF 的分子对接。我们还观察到 Asp593 被排除在酶腔之外,而 Phe594 被包含在腔体内,使酶失去活性。最后,我们确定了三种具有双重 RAF 抑制作用的 BBR 替代品 [针对 BRAF 的最佳评分 = -11.62 kcal/mol(BBR-7)、-10.64 kcal/mol(BBR-9)和-11.01 kcal/mol(BBR-10);针对 CRAF 的最佳评分 = -9.68 kcal/mol(BBR-7)、-9.60 kcal/mol(BBR-9)和-9.20 kcal/mol(BBR-10)]。以前没有报道过 BBR 衍生物对 BRAF 和 CRAF 激酶的直接作用,因此,我们首次报道了三种环原小檗碱作为针对 RAF 激酶的先导化合物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8969/5863970/1a83cf1615af/pone.0193941.g001.jpg

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