Fayez Alaaeldin G, Esmaiel Nora N, Ashaat Engy A, Refeat Miral M, Lotfy Randa S, Raouf Haiam Abdel, El Ruby Mona O
Molecular Genetics and Enzymology Department, Human Genetics and Genome Research Institute, National Research Centre, Giza, Egypt.
Clinical Genetics Department, Human Genetics and Genome Research Institute, National Research Centre, Giza, Egypt.
J Taibah Univ Med Sci. 2023 May 4;18(6):1244-1253. doi: 10.1016/j.jtumed.2023.04.006. eCollection 2023 Dec.
Conotruncal heart defects (CTDs) are highly heritable, and approximately one-third of all congenital heart defects are due to CTDs. Through post-analysis of GWAS data relevant to CTDs, a new putative signal transduction pathway, called Vars2-Pic3ca-Akt, associated with CTD has been hypothesized. Here, we aimed to validate the Vars2-Pic3ca-Akt pathway experimentally by measuring Vars2 and PIP3 in patients with CTDs and controls, and to construct a PIP3 inhibitor, as one of harmful-relevant CTD pathogenesis, through an Akt-based drug design strategy.
rs2517582 genotype and relative Vars2 expression in 207 individuals were determined by DNA sequencing and qPCR respectively, and free plasma PIP3 in 190 individuals was quantified through ELISA. An Akt-pharmacophore feature model was used to discover PIP3 antagonists with multiple computational and drug-like estimation tools.
CTD pathogenesis due to Vars2-Pic3ca-Akt overstimulation was confirmed by elevated Vars2 and PIP3 in patients with CTDs. We identified a new small molecule, 322PESB, that antagonizes PIP3 binding. This molecule was prioritized via virtual screening of 21 hypothetical small molecules and it showed minimal RMSD change, high binding affinity andlower dissociation constant than PIP3-Akt complex by 1.99 Kcal/Mol, thus resulting in an equilibrium shift toward 322PESB-Akt complex formation. Moreover, 322PESB exhibited acceptable pharmacokinetics and drug likeness features according to ADME and Lipinski's rule of five classifiers. This compound is the first potential drug-like molecule reported for patients with CTDs with elevated PIP3.
PIP3 is a useful diagnostic biomarker for patients with CTDs. The Akt-pharmacophore feature model is a feasible approach for discovery of PIP3 signalling antagonists. Further 322PESB development and testing are recommended.
圆锥动脉干心脏缺陷(CTD)具有高度遗传性,所有先天性心脏缺陷中约三分之一归因于CTD。通过对与CTD相关的全基因组关联研究(GWAS)数据进行分析后,一种新的假定信号转导途径,即Vars2-Pic3ca-Akt,被认为与CTD有关。在此,我们旨在通过测量CTD患者和对照组中的Vars2和磷脂酰肌醇-3,4,5-三磷酸(PIP3),对Vars2-Pic3ca-Akt途径进行实验验证,并通过基于蛋白激酶B(Akt)的药物设计策略构建一种PIP3抑制剂,作为与CTD发病机制相关的有害因素之一。
分别通过DNA测序和定量聚合酶链反应(qPCR)测定207名个体的rs2517582基因型和相对Vars2表达,并通过酶联免疫吸附测定(ELISA)对190名个体的游离血浆PIP3进行定量。使用Akt药效团特征模型,借助多种计算和类药性质评估工具发现PIP3拮抗剂。
CTD患者中Vars2和PIP3升高证实了由于Vars2-Pic3ca-Akt过度刺激导致的CTD发病机制。我们鉴定出一种新的小分子322PESB,它可拮抗PIP3结合。该分子通过对21种假定小分子进行虚拟筛选而被优先选择,与PIP3-Akt复合物相比,它显示出最小的均方根偏差(RMSD)变化、高结合亲和力以及低1.99千卡/摩尔的解离常数,从而导致平衡向322PESB-Akt复合物形成方向移动。此外,根据药物代谢动力学(ADME)和Lipinski五规则分类器,322PESB表现出可接受的药代动力学和类药性质特征。该化合物是首个报道的针对PIP3升高的CTD患者的潜在类药分子。
PIP3是CTD患者有用的诊断生物标志物。Akt药效团特征模型是发现PIP3信号拮抗剂的可行方法。建议进一步对322PESB进行开发和测试。