Bendall Emily E, Dimcheff Derek, Papalambros Leigh, Fitzsimmons William J, Zhu Yuwei, Schmitz Jonathan, Halasa Natasha, Chappell James, Martin Emily T, Biddle Jessica E, Smith-Jeffcoat Sarah E, Rolfes Melissa A, Mellis Alexandra, Talbot H Keipp, Grijalva Carlos, Lauring Adam S
Department of Microbiology & Immunology, University of Michigan, Ann Arbor, MI, USA.
Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
bioRxiv. 2024 Nov 22:2024.11.21.624722. doi: 10.1101/2024.11.21.624722.
SARS-CoV-2 has undergone repeated and rapid evolution to circumvent host immunity. However, outside of prolonged infections in immunocompromised hosts, within-host positive selection has rarely been detected. The low diversity within-hosts and strong genetic linkage among genomic sites make accurately detecting positive selection difficult. Longitudinal sampling is a powerful method for detecting selection that has seldom been used for SARS-CoV-2. Here we combine longitudinal sampling with replicate sequencing to increase the accuracy of and lower the threshold for variant calling. We sequenced 577 specimens from 105 individuals from a household cohort primarily during the BA.1/BA.2 variant period. There was extremely low diversity and a low rate of divergence. Specimens had 0-12 intrahost single nucleotide variants (iSNV) at >0.5% frequency, and the majority of the iSNV were at frequencies <2%. Within-host dynamics were dominated by genetic drift and purifying selection. Positive selection was rare but highly concentrated in spike. Two individuals with BA.1 infections had S:371F, a lineage defining substitution for BA.2. A Wright Fisher Approximate Bayesian Computational model identified positive selection at 14 loci with 7 in spike, including S:448 and S:339. We also detected significant genetic hitchhiking between synonymous changes and nonsynonymous iSNV under selection. The detectable immune-mediated selection may be caused by the relatively narrow antibody repertoire in individuals during the early Omicron phase of the SARS-CoV-2 pandemic. As both the virus and population immunity evolve, understanding the corresponding shifts in SARS-CoV-2 within-host dynamics will be important.
严重急性呼吸综合征冠状病毒2(SARS-CoV-2)已经历了反复且快速的进化以规避宿主免疫。然而,除了在免疫功能低下宿主中的长期感染外,很少检测到宿主内的正向选择。宿主内低多样性以及基因组位点之间的强遗传连锁使得准确检测正向选择变得困难。纵向采样是一种检测选择的有效方法,但很少用于SARS-CoV-2。在这里,我们将纵向采样与重复测序相结合,以提高变异检测的准确性并降低变异检测阈值。我们对一个家庭队列中105名个体的577个样本进行了测序,主要是在BA.1/BA.2变异期。多样性极低,分歧率也很低。样本在频率>0.5%时具有0至12个宿主内单核苷酸变异(iSNV),并且大多数iSNV的频率<2%。宿主内动态主要由遗传漂变和纯化选择主导。正向选择很少见,但高度集中在刺突蛋白上。两名感染BA.1的个体具有S:371F,这是BA.2的一个谱系定义性替换。一个Wright Fisher近似贝叶斯计算模型在14个位点鉴定出正向选择,其中7个在刺突蛋白上,包括S:448和S:339。我们还检测到在选择下同义变化和非同义iSNV之间存在显著的遗传搭便车现象。可检测到的免疫介导选择可能是由于在SARS-CoV-2大流行的早期奥密克戎阶段个体中相对狭窄的抗体库所致。随着病毒和群体免疫力的进化,了解SARS-CoV-2宿主内动态的相应变化将很重要。