Cell Reports MethodsGenomicsPeer-reviewed journal article
A genomic platform for epidemiological surveillance and vaccine antigen discovery using long-read amplicon sequencing
David Fernando PlazaiD, Julia ZerebinskiiD, Ioanna BroumouiD, Maximilian Julius LautenbachiD, Billy NgasalaiD, Christopher SundlingiD, Anna FärnertiD
Abstract
Many vaccine candidate proteins are under strong selective pressure to diversify in terms of antigenicity. We present a sequencing and data analysis platform for epidemiological surveillance and discovery of indel-rich vaccine antigens by long-read circular consensus sequencing (CCS) in multiclonal pathogen isolates. Our platform uses 40 PCR primers to asymmetrically barcode and identify multiclonal infections in pools of up to 384 samples. We validated the method using 235 mock infections combining 10 synthetic variants of the indel-rich gene merozoite surface protein 2 of Plasmodium falciparum at different concentrations and infection complexities, as well as 95 isolates from P. falciparum-infected residents of Nyamisati, Tanzania. We also constructed a fully automated analysis pipeline that streamlines the processing and interpretation of epidemiological and antigenic diversity data from demultiplexed FASTQ files. This platform can be easily adapted to other polymorphic antigens of interest in Plasmodium and other human pathogens.
- organism: plant (other)
- assay: long-read sequencing
- research focus: variant calling
- research focus: database / resource
- research focus: software / tool
- approach: experimental assay
- Citations
- 5
- FWCI
- 1.28
- Field percentile
- top 21%
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