Laboratory of Evolutionary Bioinformatics and Theoretical Genetics, The Federal Research Center Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, 630090, Russia.
Novosibirsk State University, Novosibirsk, 630090, Russia.
BMC Med Genomics. 2019 May 24;12(Suppl 3):61. doi: 10.1186/s12920-019-0503-x.
Tick-borne encephalitis (TBE) is a viral infectious disease caused by tick-borne encephalitis virus (TBEV). TBEV infection is responsible for a variety of clinical manifestations ranging from mild fever to severe neurological illness. Genetic factors involved in the host response to TBEV that may potentially play a role in the severity of the disease are still poorly understood. In this study, using whole-exome sequencing, we aimed to identify genetic variants and genes associated with severe forms of TBE as well as biological pathways through which the identified variants may influence the severity of the disease.
Whole-exome sequencing data analysis was performed on 22 Russian patients with severe forms of TBE and 17 Russian individuals from the control group. We identified 2407 candidate genes harboring rare, potentially pathogenic variants in exomes of patients with TBE and not containing any rare, potentially pathogenic variants in exomes of individuals from the control group. According to DAVID tool, this set of 2407 genes was enriched with genes involved in extracellular matrix proteoglycans pathway and genes encoding proteins located at the cell periphery. A total of 154 genes/proteins from these functional groups have been shown to be involved in protein-protein interactions (PPIs) with the known candidate genes/proteins extracted from TBEVHostDB database. By ranking these genes according to the number of rare harmful minor alleles, we identified two genes (MSR1 and LMO7), harboring five minor alleles, and three genes (FLNA, PALLD, PKD1) harboring four minor alleles. When considering genes harboring genetic variants associated with severe forms of TBE at the suggestive P-value < 0.01, 46 genes containing harmful variants were identified. Out of these 46 genes, eight (MAP4, WDFY4, ACTRT2, KLHL25, MAP2K3, MBD1, OR10J1, and OR2T34) were additionally found among genes containing rare pathogenic variants identified in patients with TBE; and five genes (WDFY4, ALK, MAP4, BNIPL, EPPK1) were found to encode proteins that are involved in PPIs with proteins encoded by genes from TBEVHostDB. Three genes out of five (MAP4, EPPK1, ALK) were found to encode proteins located at cell periphery.
Whole-exome sequencing followed by systems biology approach enabled to identify eight candidate genes (MAP4, WDFY4, ACTRT2, KLHL25, MAP2K3, MBD1, OR10J1, and OR2T34) that can potentially determine predisposition to severe forms of TBE. Analyses of the genetic risk factors for severe forms of TBE revealed a significant enrichment with genes controlling extracellular matrix proteoglycans pathway as well as genes encoding components of cell periphery.
蜱传脑炎(TBE)是一种由蜱传脑炎病毒(TBEV)引起的病毒性传染病。TBEV 感染可引起多种临床表现,从轻度发热到严重的神经疾病不等。宿主对 TBEV 反应中涉及的遗传因素可能在疾病的严重程度中起作用,但目前对此知之甚少。在这项研究中,我们使用全外显子组测序来鉴定与 TBE 严重形式相关的遗传变异和基因,以及鉴定的变异可能影响疾病严重程度的生物学途径。
对 22 名俄罗斯 TBE 严重患者和 17 名俄罗斯对照组个体进行了全外显子组测序数据分析。我们在 TBE 患者的外显子组中发现了 2407 个候选基因,这些基因携带有潜在致病性的罕见变异,而在对照组个体的外显子组中则没有任何罕见的潜在致病性变异。根据 DAVID 工具,这组 2407 个基因富集了参与细胞外基质蛋白聚糖途径和编码位于细胞外周的蛋白质的基因。这些功能组中的 154 个基因/蛋白质已被证明与从 TBEVHostDB 数据库中提取的已知候选基因/蛋白质参与蛋白质-蛋白质相互作用(PPIs)。根据稀有有害次要等位基因的数量对这些基因进行排序,我们鉴定出两个基因(MSR1 和 LMO7),它们携带五个次要等位基因,三个基因(FLNA、PKD1 和 PALLD)携带四个次要等位基因。当考虑与 TBE 严重形式相关的具有提示意义的 P 值 <0.01 的遗传变异的基因时,鉴定出 46 个含有有害变异的基因。在这些 46 个基因中,有 8 个(MAP4、WDFY4、ACTRT2、KLHL25、MAP2K3、MBD1、OR10J1 和 OR2T34)还存在于 TBE 患者中鉴定出的含有罕见致病性变异的基因中;有 5 个基因(WDFY4、ALK、MAP4、BNIPL 和 EPPK1)被发现编码与 TBEVHostDB 中基因编码的蛋白质参与 PPIs 的蛋白质。在这 5 个基因中,有 3 个基因(MAP4、EPPK1 和 ALK)被发现编码位于细胞外周的蛋白质。
全外显子组测序结合系统生物学方法,鉴定出 8 个候选基因(MAP4、WDFY4、ACTRT2、KLHL25、MAP2K3、MBD1、OR10J1 和 OR2T34),它们可能决定 TBE 严重形式的易感性。对 TBE 严重形式的遗传风险因素的分析显示,与控制细胞外基质蛋白聚糖途径以及编码细胞外周成分的基因显著富集。