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Imprinted SARS-CoV-2 humoral immunity induces convergent Omicron RBD evolution

Yunlong Cao, Fanchong Jian, Jing Wang, Yuanling Yu, Weiliang Song, Ayijiang Yisimayi, Jing Wang, Ran An, Xiaosu Chen, Na Zhang, Yao Wang, Peng Wang, Lijuan Zhao, Haiyan Sun, Lingling Yu, Sijie Yang, Xiao Niu, Tianhe Xiao, Qingqing Gu, Fei Shao, Xiaohua Hao, Yanli Xu, Ronghua Jin, Zhongyang Shen, Youchun Wang, Xiaoliang Sunney Xie
doi: https://doi.org/10.1101/2022.09.15.507787
Yunlong Cao
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
2Changping Laboratory, Beijing, P.R. China
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  • For correspondence: wangyc@nifdc.org.cn sunneyxie@biopic.pku.edu.cn yunlongcao@pku.edu.cn
Fanchong Jian
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
3College of Chemistry and Molecular Engineering, Peking University, Beijing, P.R. China
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Jing Wang
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
4School of Life Sciences, Peking University, Beijing, P.R. China
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Yuanling Yu
2Changping Laboratory, Beijing, P.R. China
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Weiliang Song
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
4School of Life Sciences, Peking University, Beijing, P.R. China
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Ayijiang Yisimayi
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
4School of Life Sciences, Peking University, Beijing, P.R. China
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Jing Wang
2Changping Laboratory, Beijing, P.R. China
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Ran An
2Changping Laboratory, Beijing, P.R. China
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Xiaosu Chen
5Institute for Immunology, College of Life Sciences, Nankai University, Tianjin, P. R. China
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Na Zhang
2Changping Laboratory, Beijing, P.R. China
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Yao Wang
2Changping Laboratory, Beijing, P.R. China
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Peng Wang
2Changping Laboratory, Beijing, P.R. China
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Lijuan Zhao
2Changping Laboratory, Beijing, P.R. China
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Haiyan Sun
2Changping Laboratory, Beijing, P.R. China
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Lingling Yu
2Changping Laboratory, Beijing, P.R. China
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Sijie Yang
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
6Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, P.R. China
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Xiao Niu
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
3College of Chemistry and Molecular Engineering, Peking University, Beijing, P.R. China
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Tianhe Xiao
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
7Joint Graduate Program of Peking-Tsinghua-NIBS, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
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Qingqing Gu
2Changping Laboratory, Beijing, P.R. China
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Fei Shao
2Changping Laboratory, Beijing, P.R. China
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Xiaohua Hao
8Beijing Ditan Hospital, Capital Medical University, Beijing, P.R. China
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Yanli Xu
8Beijing Ditan Hospital, Capital Medical University, Beijing, P.R. China
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Ronghua Jin
8Beijing Ditan Hospital, Capital Medical University, Beijing, P.R. China
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Zhongyang Shen
9Organ Transplant Center, NHC Key Laboratory for Critical Care Medicine, Tianjin First Central Hospital, Nankai University, Tianjin, P. R. China
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Youchun Wang
2Changping Laboratory, Beijing, P.R. China
10Division of HIV/AIDS and Sex-transmitted Virus Vaccines, Institute for Biological Product Control, National Institutes for Food and Drug Control (NIFDC), Beijing, P.R. China
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  • For correspondence: wangyc@nifdc.org.cn sunneyxie@biopic.pku.edu.cn yunlongcao@pku.edu.cn
Xiaoliang Sunney Xie
1Biomedical Pioneering Innovation Center (BIOPIC), Peking University, Beijing, P.R. China
2Changping Laboratory, Beijing, P.R. China
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  • For correspondence: wangyc@nifdc.org.cn sunneyxie@biopic.pku.edu.cn yunlongcao@pku.edu.cn
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Abstract

Continuous evolution of Omicron has led to a rapid and simultaneous emergence of numerous variants that display growth advantages over BA. 5. Despite their divergent evolutionary courses, mutations on their receptor-binding domain (RBD) converge on several hotspots. The driving force and destination of such convergent evolution and its impact on humoral immunity remain unclear. Here, we demonstrate that these convergent mutations can cause striking evasion of neutralizing antibody (NAb) drugs and convalescent plasma, including those from BA.5 breakthrough infection, while maintaining sufficient ACE2 binding capability. BQ.1.1.10, BA.4.6.3, XBB, and CH. 1.1 are the most antibody-evasive strain tested, even exceeding SARS-CoV-1 level. To delineate the origin of the convergent evolution, we determined the escape mutation profiles and neutralization activity of monoclonal antibodies (mAbs) isolated from BA.2 and BA.5 breakthrough-infection convalescents. Importantly, due to humoral immune imprinting, BA.2 and especially BA.5 breakthrough infection caused significant reductions in the epitope diversity of NAbs and increased proportion of non-neutralizing mAbs, which in turn concentrated humoral immune pressure and promoted convergent evolution. Moreover, we showed that the convergent RBD mutations could be accurately inferred by integrated deep mutational scanning (DMS) profiles, and the evolution trends of BA.2.75/BA.5 subvariants could be well-simulated through constructed convergent pseudovirus mutants. Together, our results suggest current herd immunity and BA.5 vaccine boosters may not provide good protection against infection. Broad-spectrum SARS-CoV-2 vaccines and NAb drugs development should be highly prioritized, and the constructed mutants could help to examine their effectiveness in advance.

Competing Interest Statement

X.S.X. and Y.C. are inventors on the provisional patent applications of BD series antibodies, which includes BD30-604 (DXP-604), BD55-5840 (SA58) and BD55-5514 (SA55). X.S.X. and Y.C. are founders of Singlomics Biopharmaceuticals. Other authors declare no competing interests.

Footnotes

  • New data on convergent variants, such as XBB.1, CH.1.1, BQ.1.1.10, BA.4.6.3 are added

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted October 30, 2022.
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Imprinted SARS-CoV-2 humoral immunity induces convergent Omicron RBD evolution
Yunlong Cao, Fanchong Jian, Jing Wang, Yuanling Yu, Weiliang Song, Ayijiang Yisimayi, Jing Wang, Ran An, Xiaosu Chen, Na Zhang, Yao Wang, Peng Wang, Lijuan Zhao, Haiyan Sun, Lingling Yu, Sijie Yang, Xiao Niu, Tianhe Xiao, Qingqing Gu, Fei Shao, Xiaohua Hao, Yanli Xu, Ronghua Jin, Zhongyang Shen, Youchun Wang, Xiaoliang Sunney Xie
bioRxiv 2022.09.15.507787; doi: https://doi.org/10.1101/2022.09.15.507787
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Imprinted SARS-CoV-2 humoral immunity induces convergent Omicron RBD evolution
Yunlong Cao, Fanchong Jian, Jing Wang, Yuanling Yu, Weiliang Song, Ayijiang Yisimayi, Jing Wang, Ran An, Xiaosu Chen, Na Zhang, Yao Wang, Peng Wang, Lijuan Zhao, Haiyan Sun, Lingling Yu, Sijie Yang, Xiao Niu, Tianhe Xiao, Qingqing Gu, Fei Shao, Xiaohua Hao, Yanli Xu, Ronghua Jin, Zhongyang Shen, Youchun Wang, Xiaoliang Sunney Xie
bioRxiv 2022.09.15.507787; doi: https://doi.org/10.1101/2022.09.15.507787

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