RESUMO
Arthropod-borne viruses represent a crucial public health threat. Current arboviral serology assays are either labor intensive or incapable of distinguishing closely related viruses, and many zoonotic arboviruses that may transition to humans lack any serologic assays. In this study, we present a programmable phage display platform, ArboScan, that evaluates antibody binding to overlapping peptides that represent the proteomes of 691 human and zoonotic arboviruses. We confirm that ArboScan provides detailed antibody binding information from animal sera, human sera, and an arthropod blood meal. ArboScan identifies distinguishing features of antibody responses based on exposure history in a Colombian cohort of Zika patients. Finally, ArboScan details epitope level information that rapidly identifies candidate epitopes with potential protective significance. ArboScan thus represents a resource for characterizing human and animal arbovirus antibody responses at cohort scale.
Assuntos
Anticorpos Antivirais , Arbovírus , Humanos , Arbovírus/imunologia , Arbovírus/isolamento & purificação , Animais , Anticorpos Antivirais/imunologia , Anticorpos Antivirais/sangue , Peptídeos/imunologia , Peptídeos/química , Infecção por Zika virus/virologia , Infecção por Zika virus/imunologia , Infecção por Zika virus/sangue , Zika virus/imunologia , Epitopos/imunologia , Testes Sorológicos/métodos , Infecções por Arbovirus/virologia , Infecções por Arbovirus/imunologia , Proteoma , Colômbia , Feminino , Biblioteca de Peptídeos , Técnicas de Visualização da Superfície Celular , MasculinoRESUMO
We investigate a relatively underexplored component of the gut-immune axis by profiling the antibody response to gut phages using Phage Immunoprecipitation Sequencing (PhIP-Seq). To cover large antigenic spaces, we develop Dolphyn, a method that uses machine learning to select peptides from protein sets and compresses the proteome through epitope-stitching. Dolphyn compresses the size of a peptide library by 78% compared to traditional tiling, increasing the antibody-reactive peptides from 10% to 31%. We find that the immune system develops antibodies to human gut bacteria-infecting viruses, particularly E.coli-infecting Myoviridae. Cost-effective PhIP-Seq libraries designed with Dolphyn enable the assessment of a wider range of proteins in a single experiment, thus facilitating the study of the gut-immune axis.