Hyug Choi June, Sook Jun Mee, Yong Jeon Jeong, Kim Hae-Suk, Kyung Kim Yu, Ho Jeon Chang, Hwan Choi Seock, Sun Kim Dong, Han Man-Hoon, Won Oh Ji
Department of Anatomy, BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, School of Medicine, Kyungpook National University, Daegu, Republic of Korea.
Department of Internal Medicine, Chungbuk National University, Cheongju, Yonsei University-Industry Foundation, Seoul, Republic of Korea.
J Transl Int Med. 2023 Dec 20;11(4):410-422. doi: 10.2478/jtim-2023-0118. eCollection 2023 Dec.
The objective of this study is to provide a comparative analysis of variant clusters and their relevance across Africa, America, Europe, and Asia, in order to understand the evolutionary patterns of the virus across different regions and to inform the development of targeted interventions and genomic surveillance eforts.
The study analyzed the global lineage evolution pattern of 74, 075 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genomes from 32 countries across four continents, focusing on variant clusters and their relevance across regions. Variants were weighted according to their hierarchical level. The correlation between variants was visualized through Dimensionality reduction analysis and Pairwise Pearson's correlation. We presented a reconstructed phylogenetic tree based on correlation analysis and variant weights.
The analysis revealed that each continent had distinct variant clusters and different evolutionary patterns. The Americas had two clustered variants before lineage divergence and a downstream confluence lineage, Europe had bifurcation into two global lineages with an early occurrence of certain cluster while Asia had a downstream confluence of two large lineages diverging by two distinct clusters. Based on the cluster patterns of shared variants of the SARS-CoV-2 virus, Africa demonstrated a relatively clear distinction among three distinct regions.
The study provides insights into the evolutionary patterns of SARS-CoV-2 and highlights the importance of international collaboration in tracking and responding to emerging variants. The study found that the global pandemic was driven by Omicron variants that evolved with significant differences between countries and regions, and with different patterns across continents.
本研究的目的是对非洲、美洲、欧洲和亚洲的变异株簇及其相关性进行比较分析,以了解病毒在不同地区的进化模式,并为制定有针对性的干预措施和基因组监测工作提供信息。
该研究分析了来自四大洲32个国家的74075个严重急性呼吸综合征冠状病毒2(SARS-CoV-2)基因组的全球谱系进化模式,重点关注变异株簇及其跨区域相关性。变异株根据其层次水平进行加权。通过降维分析和成对皮尔逊相关性来可视化变异株之间的相关性。我们基于相关性分析和变异株权重展示了一个重建的系统发育树。
分析表明,每个大洲都有独特的变异株簇和不同的进化模式。美洲在谱系分化前有两个聚类变异株和一个下游融合谱系,欧洲分为两个全球谱系,某些聚类出现较早,而亚洲有两个由两个不同聚类分化而来的大谱系的下游融合。基于SARS-CoV-2病毒共享变异株的聚类模式,非洲在三个不同区域之间表现出相对明显的差异。
该研究为SARS-CoV-2的进化模式提供了见解,并强调了国际合作在追踪和应对新出现变异株方面的重要性。研究发现,全球大流行是由奥密克戎变异株驱动的,这些变异株在不同国家和地区之间进化存在显著差异,且各大洲的模式也不同。