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墨西哥无尾蝠对新冠病毒易感性的蛋白质组学特征及其在病毒监测中的应用。

Proteomic signatures of SARS-CoV-2 susceptibility in Mexican free-tailed bats and their application to viral surveillance.

作者信息

Becker Daniel J, Vicente-Santos Amanda, Morales Ariadna E, Dyer Kristin E, Olbrys Beckett L, Lock Lauren R, Smotherman Michael S, Vernes Sonja C, Hiller Michael, Adams Amanda M, Phinney Brett S, Frick Winifred F, Hall Jeffrey S

机构信息

School of Biological Sciences, University of Oklahoma, Norman, OK, USA.

LOEWE Centre for Translational Biodiversity Genomics, Frankfurt, Germany.

出版信息

Integr Comp Biol. 2025 Aug 15. doi: 10.1093/icb/icaf148.

DOI:10.1093/icb/icaf148
PMID:40815262
Abstract

The increasing emergence of virulent pathogens necessitates novel approaches to predict and manage infectious disease risks. The importance of integrating observational and experimental approaches to studying host-pathogen interactions has long been recognized, as captive studies can mechanistically test hypotheses derived from field studies and identify causal factors shaping host susceptibility or tolerance of infection. However, captive experiments can also determine biomarkers of infection outcomes that could improve later interpretation of field data and identify at-risk hosts in wild populations. Such work could be especially useful in preempting or managing risks of pathogen spillover or spillback. SARS-CoV-2 emerged in humans in late 2019 and was rapidly followed by spillback into naïve wildlife, leading to both mortality events and novel enzootic cycles. Of special concern is whether SARS-CoV-2 could establish in bats in the Americas, given that sarbecoviruses coevolved with rhinolophid bats in the Eastern Hemisphere, and as coronavirus infection may exacerbate effects of white-nose syndrome. Here, we leverage residual plasma samples from a previous SARS-CoV-2 challenge study of Mexican free-tailed bats (Tadarida brasiliensis) to identify candidate protein biomarkers of susceptibility and test whether these can predict coronavirus risks in wild bats. We generated plasma proteomes from captive (n = 20; four resistant, five susceptible, 11 unchallenged) and wild (n = 15) bats using the S-Trap method and LC-MS/MS, identifying 475 proteins using data-independent acquisition and a species-specific genome annotation generated by the Bat1K Project. Receiver operator characteristic curves identified 27 potential biomarkers of SARS-CoV-2 susceptibility (AUC ≥ 0.8), and subsequent enrichment analyses of these proteins suggested downregulation of blood clotting and upregulation of complement activation and humoral immunity in susceptible bats. We then mined plasma proteomes from wild bats (sampled in 2022 from Bracken Cave Preserve, the largest known Mexican free-tailed bat population) to show that all candidate biomarkers were present in this population, with coefficients of variation ranging from 16-150% per protein. We detected coronaviruses in 20% of wild bats, with two cases of potential SARS-CoV-2 spillback. We demonstrate that at least four of these candidate susceptibility biomarkers classified bats with and without coronavirus infection in the wild. Our results inform the possible immune strategies underlying SARS-CoV-2 susceptibility in bats and give a preliminary example of how captive challenge studies can be coupled with field studies to inform zoonotic and conservation risks.

摘要

致病性病原体的不断出现,使得需要新的方法来预测和管理传染病风险。长期以来,人们一直认识到整合观察性和实验性方法来研究宿主与病原体相互作用的重要性,因为圈养研究可以从机制上检验从野外研究得出的假设,并确定影响宿主对感染易感性或耐受性的因果因素。然而,圈养实验还可以确定感染结果的生物标志物,从而改善对野外数据的后续解读,并识别野生种群中的高危宿主。此类工作在预防或管理病原体溢出或回溢风险方面可能特别有用。2019年末,严重急性呼吸综合征冠状病毒2(SARS-CoV-2)在人类中出现,随后迅速回溢到未接触过该病毒的野生动物中,导致了死亡事件和新的动物疫病流行周期。特别令人担忧的是,鉴于Sarbecovirus属病毒在东半球与菊头蝠共同进化,且冠状病毒感染可能会加剧白鼻综合征的影响,SARS-CoV-2是否会在美洲的蝙蝠中定殖。在此,我们利用先前对墨西哥无尾蝠(巴西无尾蝠)进行的SARS-CoV-2攻毒研究中剩余的血浆样本,来识别易感性的候选蛋白质生物标志物,并测试这些标志物是否能够预测野生蝙蝠感染冠状病毒的风险。我们使用S-Trap方法和液相色谱-串联质谱法,从圈养(n = 20;4只抗性、5只易感、11只未攻毒)和野生(n = 15)蝙蝠中生成血浆蛋白质组,通过数据非依赖采集和Bat1K项目生成的物种特异性基因组注释鉴定出475种蛋白质。受试者工作特征曲线确定了27种SARS-CoV-2易感性的潜在生物标志物(曲线下面积≥0.8),对这些蛋白质的后续富集分析表明,易感蝙蝠中凝血功能下调,补体激活和体液免疫上调。然后,我们挖掘了野生蝙蝠的血浆蛋白质组(于2022年从已知最大的墨西哥无尾蝠种群布拉肯洞穴保护区采集),以表明所有候选生物标志物均存在于该种群中,每种蛋白质的变异系数在16%-150%之间。我们在20%的野生蝙蝠中检测到冠状病毒,有两例可能是SARS-CoV-2回溢。我们证明,这些候选易感性生物标志物中至少有四种能够区分野外感染和未感染冠状病毒的蝙蝠。我们的研究结果揭示了蝙蝠对SARS-CoV-2易感性背后可能的免疫策略,并给出了一个初步示例,说明圈养攻毒研究如何与野外研究相结合,以了解人畜共患病和保护风险。

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