Department of Reproductive Biology, Center for Regenerative Medicine, National Center for Child Health and Development Research Institute, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.
Department of Computer Science, Federal University of Bahia, Salvador, Brazil.
Sci Rep. 2021 Jun 16;11(1):12625. doi: 10.1038/s41598-021-92201-3.
Hemophilia A is an X-linked inherited blood coagulation disorder caused by the production and circulation of defective coagulation factor VIII protein. People living with this condition receive either prophylaxis or on-demand treatment, and approximately 30% of patients develop inhibitor antibodies, a serious complication that limits treatment options. Although previous studies performed targeted mutations to identify important residues of FVIII, a detailed understanding of the role of each amino acid and their neighboring residues is still lacking. Here, we addressed this issue by creating a residue interaction network (RIN) where the nodes are the FVIII residues, and two nodes are connected if their corresponding residues are in close proximity in the FVIII protein structure. We studied the characteristics of all residues in this network and found important properties related to disease severity, interaction to other proteins and structural stability. Importantly, we found that the RIN-derived properties were in close agreement with in vitro and clinical reports, corroborating the observation that the patterns derived from this detailed map of the FVIII protein architecture accurately capture the biological properties of FVIII.
血友病 A 是一种 X 连锁遗传性凝血障碍,由凝血因子 VIII 蛋白的生产和循环缺陷引起。患有这种疾病的人接受预防或按需治疗,约 30%的患者会产生抑制剂抗体,这是一种严重的并发症,限制了治疗选择。尽管之前的研究通过靶向突变来鉴定 FVIII 的重要残基,但对每个氨基酸及其相邻残基的作用仍缺乏详细的了解。在这里,我们通过创建残基相互作用网络 (RIN) 来解决这个问题,其中节点是 FVIII 残基,如果它们对应的残基在 FVIII 蛋白质结构中彼此接近,则两个节点相互连接。我们研究了这个网络中所有残基的特征,并发现了与疾病严重程度、与其他蛋白质相互作用和结构稳定性相关的重要性质。重要的是,我们发现 RIN 衍生的特性与体外和临床报告非常吻合,这证实了从 FVIII 蛋白质结构的详细图谱中得出的模式准确地捕捉了 FVIII 的生物学特性。