Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA.
Department of Quantitative Health Sciences, Mayo Clinic, Jacksonville, FL, USA.
Nat Commun. 2021 Aug 11;12(1):4864. doi: 10.1038/s41467-021-25113-5.
Successful therapeutics and vaccines for coronavirus disease 2019 (COVID-19) have harnessed the immune response to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Evidence that SARS-CoV-2 exists as locally evolving variants suggests that immunological differences may impact the effectiveness of antibody-based treatments such as convalescent plasma and vaccines. Considering that near-sourced convalescent plasma likely reflects the antigenic composition of local viral strains, we hypothesize that convalescent plasma has a higher efficacy, as defined by death within 30 days of transfusion, when the convalescent plasma donor and treated patient were in close geographic proximity. Results of a series of modeling techniques applied to approximately 28,000 patients from the Expanded Access to Convalescent Plasma program (ClinicalTrials.gov number: NCT04338360) support this hypothesis. This work has implications for the interpretation of clinical studies, the ability to develop effective COVID-19 treatments, and, potentially, for the effectiveness of COVID-19 vaccines as additional locally-evolving variants continue to emerge.
针对 2019 年冠状病毒病(COVID-19)的成功治疗方法和疫苗利用了对严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)的免疫反应。有证据表明,SARS-CoV-2 存在局部进化变异,这表明免疫差异可能会影响基于抗体的治疗方法(如恢复期血浆和疫苗)的有效性。考虑到近源恢复期血浆可能反映了当地病毒株的抗原组成,我们假设当恢复期血浆供体和接受治疗的患者在地理上非常接近时,恢复期血浆具有更高的疗效,定义为输血后 30 天内死亡。应用于 Expanded Access to Convalescent Plasma 计划(ClinicalTrials.gov 编号:NCT04338360)中约 28000 名患者的一系列建模技术的结果支持这一假设。这项工作对临床研究的解释、开发有效 COVID-19 治疗方法的能力以及 COVID-19 疫苗的有效性都有影响,因为随着更多的本地进化变异继续出现,疫苗的有效性可能会受到影响。