Sensitive and modular amplicon sequencing of Plasmodium falciparum diversity and resistance for research and public health
Abstract
Abstract Targeted amplicon sequencing is a powerful and efficient tool for interrogating the Plasmodium falciparum genome, generating actionable data from infections to complement traditional malaria epidemiology. For maximum impact, genomic tools should be multi-purpose, robust, sensitive, and reproducible. We developed, characterized, and implemented MAD 4 HatTeR, an amplicon sequencing panel based on Multiplex Amplicons for Drug, Diagnostic, Diversity, and Differentiation Haplotypes using Targeted Resequencing, along with a bioinformatic pipeline for data analysis. Additionally, we introduce an analytical approach to detect gene duplications and deletions from amplicon sequencing data. Laboratory control and field samples were used to demonstrate the panel’s high sensitivity and robustness. MAD 4 HatTeR targets 165 highly diverse loci, focusing on multiallelic microhaplotypes, key markers for drug and diagnostic resistance (including duplications and deletions), and CSP and potential vaccine targets. The panel can also detect non- falciparum Plasmodium species. MAD 4 HatTeR successfully generated data from low-parasite-density dried blood spot and mosquito midgut samples and detected minor alleles at within-sample allele frequencies as low as 1% with high specificity in high-parasite-density dried blood spot samples. Gene deletions and duplications were reliably detected in mono- and polyclonal controls. Data generated by MAD 4 HatTeR were highly reproducible across multiple laboratories. The successful implementation of MAD 4 HatTeR in five laboratories, including three in malaria-endemic African countries, showcases its feasibility and reproducibility in diverse settings. MAD 4 HatTeR is thus a powerful tool for research and a robust resource for malaria public health surveillance and control.
Article Details
Authors (34)
Andrés Aranda-Díaz
Eric Neubauer Vickers
Kathryn Murie
Brian Palmer
Nicholas Hathaway
Inna Gerlovina
Simone Boene
Manuel García-Ulloa
Pau Cisteró
Thomas Katairo
Francis Ddumba Semakuba
Bienvenu Nsengimaana
Hazel Gwarinda
Carla García-Fernández
William Louie
Endashaw Esayas
Clemente da Silva
Debayan Datta
Shahiid Kiyaga
Innocent Wiringilimaana
Sindew Mekasha Feleke
Adam Bennett
Jennifer L. Smith
Endalamaw Gadisa
Malaria and NTD Research Division, Armauer Hansen Research Institute, Addis Ababa, Ethiopia.
Jonathan B. Parr
Melissa D. Conrad
University of California, San Francisco, San Francisco
Jaishree Raman
Stephen Tukwasibwe
Isaac Ssewanyana
Eduard Rovira-Vallbona
Cristina M. Tato
Jessica Briggs
University of California, San Francisco, San Francisco
Alfredo Mayor
Bryan Greenhouse