Tsioris Konstantinos, Gupta Namita T, Ogunniyi Adebola O, Zimnisky Ross M, Qian Feng, Yao Yi, Wang Xiaomei, Stern Joel N H, Chari Raj, Briggs Adrian W, Clouser Christopher R, Vigneault Francois, Church George M, Garcia Melissa N, Murray Kristy O, Montgomery Ruth R, Kleinstein Steven H, Love J Christopher
Department of Chemical Engineering, Koch Institute of Integrative Cancer Research, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Bldg. 76-253, Cambridge, MA 02139, USA.
Integr Biol (Camb). 2015 Dec;7(12):1587-97. doi: 10.1039/c5ib00169b. Epub 2015 Oct 20.
West Nile virus (WNV) infection is an emerging mosquito-borne disease that can lead to severe neurological illness and currently has no available treatment or vaccine. Using microengraving, an integrated single-cell analysis method, we analyzed a cohort of subjects infected with WNV - recently infected and post-convalescent subjects - and efficiently identified four novel WNV neutralizing antibodies. We also assessed the humoral response to WNV on a single-cell and repertoire level by integrating next generation sequencing (NGS) into our analysis. The results from single-cell analysis indicate persistence of WNV-specific memory B cells and antibody-secreting cells in post-convalescent subjects. These cells exhibited class-switched antibody isotypes. Furthermore, the results suggest that the antibody response itself does not predict the clinical severity of the disease (asymptomatic or symptomatic). Using the nucleotide coding sequences for WNV-specific antibodies derived from single cells, we revealed the ontogeny of expanded WNV-specific clones in the repertoires of recently infected subjects through NGS and bioinformatic analysis. This analysis also indicated that the humoral response to WNV did not depend on an anamnestic response, due to an unlikely previous exposure to the virus. The innovative and integrative approach presented here to analyze the evolution of neutralizing antibodies from natural infection on a single-cell and repertoire level can also be applied to vaccine studies, and could potentially aid the development of therapeutic antibodies and our basic understanding of other infectious diseases.
西尼罗河病毒(WNV)感染是一种新出现的蚊媒疾病,可导致严重的神经疾病,目前尚无可用的治疗方法或疫苗。我们使用微刻蚀这种集成的单细胞分析方法,分析了一组感染WNV的受试者——近期感染的受试者和恢复期受试者——并高效鉴定出四种新型WNV中和抗体。我们还通过将下一代测序(NGS)整合到分析中,在单细胞和库水平上评估了对WNV的体液免疫反应。单细胞分析结果表明,恢复期受试者体内存在WNV特异性记忆B细胞和抗体分泌细胞。这些细胞表现出类别转换的抗体同种型。此外,结果表明抗体反应本身并不能预测疾病的临床严重程度(无症状或有症状)。利用源自单细胞的WNV特异性抗体的核苷酸编码序列,我们通过NGS和生物信息学分析揭示了近期感染受试者库中WNV特异性克隆扩增的个体发生情况。该分析还表明,由于此前不太可能接触过该病毒,对WNV的体液免疫反应不依赖于回忆反应。本文提出的在单细胞和库水平上分析自然感染中中和抗体演变的创新和综合方法也可应用于疫苗研究,并可能有助于治疗性抗体的开发以及我们对其他传染病的基本理解。