Wang Lihua, Western Daniel, Timsina Jigyasha, Repaci Charlie, Song Won-Min, Norton Joanne, Kohlfeld Pat, Budde John, Climer Sharlee, Butt Omar H, Jacobson Daniel, Garvin Michael, Templeton Alan R, Campagna Shawn, O'Halloran Jane, Presti Rachel, Goss Charles W, Mudd Philip A, Ances Beau M, Zhang Bin, Sung Yun Ju, Cruchaga Carlos
Department of Psychiatry, Washington University School of Medicine, St Louis, MO, USA.
NeuroGenomics and Informatics Center, Washington University School of Medicine, St Louis, MO, USA.
iScience. 2023 Apr 21;26(4):106408. doi: 10.1016/j.isci.2023.106408. Epub 2023 Mar 14.
Identification of proteins dysregulated by COVID-19 infection is critically important for better understanding of its pathophysiology, building prognostic models, and identifying new targets. Plasma proteomic profiling of 4,301 proteins was performed in two independent datasets and tested for the association for three COVID-19 outcomes (infection, ventilation, and death). We identified 1,449 proteins consistently associated in both datasets with any of these three outcomes. We subsequently created highly accurate models that distinctively predict infection, ventilation, and death. These proteins were enriched in specific biological processes including cytokine signaling, Alzheimer's disease, and coronary artery disease. Mendelian randomization and gene network analyses identified eight causal proteins and 141 highly connected hub proteins including 35 with known drug targets. Our findings provide distinctive prognostic biomarkers for two severe COVID-19 outcomes, reveal their relationship to Alzheimer's disease and coronary artery disease, and identify potential therapeutic targets for COVID-19 outcomes.
鉴定受新冠病毒感染而失调的蛋白质对于更好地理解其病理生理学、构建预后模型以及识别新靶点至关重要。在两个独立数据集中对4301种蛋白质进行了血浆蛋白质组分析,并测试了其与三种新冠病毒感染结果(感染、通气和死亡)的相关性。我们在两个数据集中均鉴定出1449种蛋白质与这三种结果中的任何一种始终相关。随后,我们创建了高度准确的模型,可显著预测感染、通气和死亡情况。这些蛋白质在特定生物过程中富集,包括细胞因子信号传导、阿尔茨海默病和冠状动脉疾病。孟德尔随机化和基因网络分析确定了8种因果蛋白和141种高度连接的枢纽蛋白,其中35种具有已知药物靶点。我们的研究结果为两种严重的新冠病毒感染结果提供了独特的预后生物标志物,揭示了它们与阿尔茨海默病和冠状动脉疾病的关系,并确定了针对新冠病毒感染结果的潜在治疗靶点。