Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, New York, United States of America.
HIV and AIDS Malignancy Branch, Center for Cancer Research, National Cancer Institute, Bethesda, Maryland, United States of America.
PLoS Pathog. 2021 Apr 30;17(4):e1009560. doi: 10.1371/journal.ppat.1009560. eCollection 2021 Apr.
Herpes-Simplex Virus 1 (HSV-1) infects most humans when they are young, sometimes with fatal consequences. Gene expression occurs in a temporal order upon lytic HSV-1 infection: immediate early (IE) genes are expressed, then early (E) genes, followed by late (L) genes. During this infection cycle, the HSV-1 genome has the potential for exposure to APOBEC3 (A3) proteins, a family of cytidine deaminases that cause C>U mutations on single-stranded DNA (ssDNA), often resulting in a C>T transition. We developed a computational model for the mutational pressure of A3 on the lytic cycle of HSV-1 to determine which viral kinetic gene class is most vulnerable to A3 mutations. Using in silico stochastic methods, we simulated the infectious cycle under varying intensities of A3 mutational pressure. We found that the IE and E genes are more vulnerable to A3 than L genes. We validated this model by analyzing the A3 evolutionary footprints in 25 HSV-1 isolates. We find that IE and E genes have evolved to underrepresent A3 hotspot motifs more so than L genes, consistent with greater selection pressure on IE and E genes. We extend this model to two-step infections, such as those of polyomavirus, and find that the same pattern holds for over 25 human Polyomavirus (HPyVs) genomes. Genes expressed earlier during infection are more vulnerable to mutations than those expressed later.
单纯疱疹病毒 1(HSV-1)在人类年轻时感染大多数人,有时会导致致命后果。在 HSV-1 的裂解感染中,基因表达按时间顺序进行:立即早期(IE)基因表达,然后是早期(E)基因,接着是晚期(L)基因。在这个感染周期中,HSV-1 基因组有可能暴露于 APOBEC3(A3)蛋白,A3 是一种胞嘧啶脱氨酶家族,可导致单链 DNA(ssDNA)上的 C>U 突变,通常导致 C>T 转换。我们开发了一种计算模型,用于研究 A3 对 HSV-1 裂解周期的突变压力,以确定哪个病毒动力学基因类最容易受到 A3 突变的影响。我们使用计算机随机方法模拟了在不同 A3 突变压力强度下的感染周期。我们发现 IE 和 E 基因比 L 基因更容易受到 A3 的影响。我们通过分析 25 个 HSV-1 分离株中的 A3 进化足迹验证了该模型。我们发现,IE 和 E 基因比 L 基因更不容易代表 A3 热点基序,这与对 IE 和 E 基因的选择压力更大一致。我们将该模型扩展到两步感染,例如多瘤病毒的感染,并且发现对于超过 25 个人类多瘤病毒(HPyV)基因组,同样的模式成立。在感染过程中更早表达的基因比那些较晚表达的基因更容易受到突变的影响。