Large scale analysis of the SARS-CoV-2 main protease reveals marginal presence of nirmatrelvir-resistant SARS-CoV-2 Omicron mutants in Ontario, Canada, December 2021-September 2023.

Venkata Duvvuri, Fatima Shire, Sandra Isabel, Thomas Braukmann, Shawn Clark, Alex Marchand-Austin, Alireza Eshaghi, Hina Bandukwala, Nobish Varghese, Ye Li, Karthikeyan Sivaraman, Hadia Hussain, Kirby Cronin, Ashleigh Sullivan, Aimin Li, Austin Zygmunt, Karam Ramotar, Julianne Kus, Maan Hasso, Antoine Corbeil, Jonathan Gubbay, Samir Patel
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Abstract

Background: In response to the COVID-19 pandemic, a new oral antiviral called nirmatrelvir-ritonavir (PaxlovidTM) was authorized for use in Canada in January 2022. In vitro studies have reported mutations in Mpro protein that may be associated with the development of nirmatrelvir resistance.

Objectives: To survey the prevalence, relevance and temporal patterns of Mpro mutations among SARS-CoV-2 Omicron lineages in Ontario, Canada.

Methods: A total of 93,082 Mpro gene sequences from December 2021 to September 2023 were analyzed. Reported in vitro Mpro mutations were screened against our database using in-house data science pipelines to determine the nirmatrelvir resistance. Negative binomial regression was conducted to analyze the temporal trends in Mpro mutation counts over the study time period.

Results: A declining trend was observed in non-synonymous mutations of Mpro sequences, showing a 7.9% reduction (95% CI: 6.5%-‬9.4%; p<0.001) every 30 days. The P132H was the most prevalent mutation (higher than 95%) in all Omicron lineages. In vitro nirmatrelvir-resistant mutations were found in 3.12% (n=29/929) Omicron lineages with very low counts, ranging from one to 19. Only two mutations, A7T (n=19) and M82I (n=9), showed temporal presence among the BA.1.1 in 2022 and the BQ.1.2.3 in 2022, respectively.

Conclusion: The observations suggest that, as of September 2023, no significant or widespread resistance to nirmatrelvir has developed among SARS-CoV-2 Omicron variants in Ontario. This study highlights the importance of creating automated monitoring systems to track the emergence of nirmatrelvir-resistant mutations within the SARS-CoV-2 virus, utilizing genomic data generated in real-time.

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对 SARS-CoV-2 主要蛋白酶的大规模分析表明,2021 年 12 月至 2023 年 9 月期间,加拿大安大略省出现了对尼马瑞韦有抗药性的 SARS-CoV-2 Omicron 突变体。
背景:为应对 COVID-19 大流行,一种名为 nirmatrelvir-ritonavir (PaxlovidTM) 的新型口服抗病毒药物于 2022 年 1 月获准在加拿大使用。体外研究报告称,Mpro 蛋白的突变可能与奈瑞韦耐药性的产生有关:目的:调查加拿大安大略省 SARS-CoV-2 Omicron 株系中 Mpro 突变的发生率、相关性和时间模式:方法:分析了 2021 年 12 月至 2023 年 9 月期间的 93,082 个 Mpro 基因序列。使用内部数据科学管道根据我们的数据库筛选了所报告的体外 Mpro 基因突变,以确定 nirmatrelvir 的耐药性。对研究期间的 Mpro 突变计数的时间趋势进行了负二项回归分析:结果:Mpro序列的非同义突变呈下降趋势,减少了7.9%(95% CI:6.5%-9.4%;p体外nirmatrelvir耐药突变在3.12%(n=29/929)的Omicron品系中发现,突变数非常低,从1到19不等。只有两个突变,即A7T(n=19)和M82I(n=9),分别出现在2022年的BA.1.1和2022年的BQ.1.2.3中:观察结果表明,截至 2023 年 9 月,安大略省的 SARS-CoV-2 Omicron 变体对 nirmatrelvir 没有产生明显或广泛的抗药性。这项研究强调了利用实时生成的基因组数据建立自动监测系统以跟踪 SARS-CoV-2 病毒中出现的耐尼马韦变异的重要性。
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An innovative tool to prioritize the assessment of investigational COVID-19 therapeutics: A pilot project. Evidence brief on facilitators, barriers and hesitancy of COVID-19 booster doses in Canada. Large scale analysis of the SARS-CoV-2 main protease reveals marginal presence of nirmatrelvir-resistant SARS-CoV-2 Omicron mutants in Ontario, Canada, December 2021-September 2023. Lessons learned from COVID-19: Harnessing community insights for better vaccination outcomes. Mathematical modelling for pandemic preparedness in Canada: Learning from COVID-19.
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