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Sabin S, Jones S, Patel D, Subramaniam G, Kelley J, Aidoo M, Talundzic E. Portable and cost-effective genetic detection and characterization of Plasmodium falciparum hrp2 using the MinION sequencer. Sci Rep 2023; 13:2893. [PMID: 36801925 PMCID: PMC9938884 DOI: 10.1038/s41598-022-26935-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 12/22/2022] [Indexed: 02/20/2023] Open
Abstract
The prevalence of Plasmodium falciparum hrp2 (pfhrp2)-deleted parasites threatens the efficacy of the most used and sensitive malaria rapid diagnostic tests and highlights the need for continued surveillance for this gene deletion. While PCR methods are adequate for determining pfhrp2 presence or absence, they offer a limited view of its genetic diversity. Here, we present a portable sequencing method using the MinION. Pfhrp2 amplicons were generated from individual samples, barcoded, and pooled for sequencing. To overcome potential crosstalk between barcodes, we implemented a coverage-based threshold for pfhrp2 deletion confirmation. Amino acid repeat types were then counted and visualized with custom Python scripts following de novo assembly. We evaluated this assay using well-characterized reference strains and 152 field isolates with and without pfhrp2 deletions, of which 38 were also sequenced on the PacBio platform to provide a standard for comparison. Of 152 field samples, 93 surpassed the positivity threshold, and of those samples, 62/93 had a dominant pfhrp2 repeat type. PacBio-sequenced samples with a dominant repeat-type profile from the MinION sequencing data matched the PacBio profile. This field-deployable assay can be used alone for surveilling pfhrp2 diversity or as a sequencing-based addition to the World Health Organization's existing deletion surveillance protocol.
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Affiliation(s)
- Susanna Sabin
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA. .,Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA.
| | - Sophie Jones
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA USA ,Williams Consulting, Catonsville, MD USA
| | - Dhruviben Patel
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA USA ,Williams Consulting, Catonsville, MD USA
| | - Gireesh Subramaniam
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA USA ,grid.410547.30000 0001 1013 9784Oak Ridge Institute for Science and Education, Oak Ridge, TN USA
| | - Julia Kelley
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA USA
| | - Michael Aidoo
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA USA
| | - Eldin Talundzic
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA USA
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Nair S, Li X, Nkhoma SC, Anderson T. Fitness Costs of pfhrp2 and pfhrp3 Deletions Underlying Diagnostic Evasion in Malaria Parasites. J Infect Dis 2022; 226:1637-1645. [PMID: 35709327 PMCID: PMC10205895 DOI: 10.1093/infdis/jiac240] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 06/14/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Rapid diagnostic tests based on detection of histidine-rich proteins (HRPs) are widely used for malaria diagnosis, but parasites carrying pfhrp deletions can evade detection and are increasing in frequency in some countries. Models aim to predict conditions under which pfhrp2 and/or pfhrp3 deletions will increase, but a key parameter-the fitness cost of deletions-is unknown. METHODS We removed pfhrp2 and/or pfhrp3 from a Malawian parasite clone using gene editing approaches) and measured fitness costs by conducting pairwise competition experiments. RESULTS We observed significant fitness costs of 0.087 ± 0.008 (1 standard error) per asexual cycle for pfhrp2 deletion and 0.113 ± 0.008 for the pfhrp2/3 double deletion, relative to the unedited progenitor parasite. Selection against deletions is strong and comparable to that resulting from drug resistance mutations. CONCLUSIONS Prior modeling suggested that diagnostic selection may drive increased frequency of pfhrp deletions only when fitness costs are mild. Our experiments show that costs of pfhrp deletions are higher than these thresholds, but modeling and empirical results can be reconciled if the duration of infection is short. These results may inform future modeling to understand why pfhrp2/3 deletions are increasing in some locations (Ethiopia and Eritrea) but not in others (Mekong region).
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Affiliation(s)
- Shalini Nair
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Xue Li
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Standwell C Nkhoma
- BEI Resources, American Type Culture Collection, Manassas, Virginia, USA
| | - Tim Anderson
- Disease Intervention and Prevention Program, Texas Biomedical Research Institute, San Antonio, Texas, USA
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Nolder D, Stewart L, Tucker J, Ibrahim A, Gray A, Corrah T, Gallagher C, John L, O'Brien E, Aggarwal D, Benavente ED, van Schalkwyk D, Henriques G, Sepúlveda N, Campino S, Chiodini P, Sutherland C, Beshir KB. Failure of rapid diagnostic tests in Plasmodium falciparum malaria cases among travelers to the UK and Ireland: Identification and characterisation of the parasites. Int J Infect Dis 2021; 108:137-144. [PMID: 33991679 PMCID: PMC8295040 DOI: 10.1016/j.ijid.2021.05.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 05/05/2021] [Accepted: 05/07/2021] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES Our objective was to systematically investigate false-negative histidine-rich protein 2 rapid diagnostic tests (HRP2-RDT) in imported Plasmodium falciparum malaria cases from travelers to the UK and the Republic of Ireland (RoI). METHODS Five imported malaria cases in travellers returning to the UK and RoI from East Africa were reported to the PHE Malaria Reference Laboratory as negative according to histidine-rich protein (HRP2)-RDT. The cases were systematically investigated using microscopic, RDT, molecular, genomic, and in in vitro approaches. RESULTS In each case, HRP2-RDT was negative, whereas microscopy confirmed the presence of P. falciparum. Further analysis revealed that the genes encoding HRP2 and HRP3 were deleted in three of the five cases. Whole-genome sequencing in one of these isolates confirmed deletions in P. falciparum chromosomes 8 and 13. Our study produced evidence that the fourth case, which had high parasitemia at clinical presentation, was a rare example of antigen saturation ('prozone-like effect'), leading to a false negative in the HRP2-RDT, while the fifth case was due to low parasitemia. CONCLUSIONS False-negative HRP2-RDT results with P. falciparum are concerning. Our findings emphasise the necessity of supporting the interpretation of RDT results with microscopy, in conjunction with clinical observations, and sets out a systematic approach to identifying parasites carrying pfhrp2 and pfhrp3 deletions.
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Affiliation(s)
- Debbie Nolder
- PHE Malaria Reference Laboratory, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Lindsay Stewart
- PHE Malaria Reference Laboratory, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK; Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Julie Tucker
- PHE Malaria Reference Laboratory, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Amy Ibrahim
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Adam Gray
- Department of Infectious Diseases, Northwick Park Hospital, London North West University Healthcare NHS Trust, London HA1 3UJ, UK
| | - Tumena Corrah
- Department of Infectious Diseases, Northwick Park Hospital, London North West University Healthcare NHS Trust, London HA1 3UJ, UK
| | - Carmel Gallagher
- Department of Infectious Diseases, Northwick Park Hospital, London North West University Healthcare NHS Trust, London HA1 3UJ, UK
| | - Laurence John
- Department of Infectious Diseases, Northwick Park Hospital, London North West University Healthcare NHS Trust, London HA1 3UJ, UK
| | - Edel O'Brien
- Haematology Lab, University Hospital Limerick, Ireland
| | - Dinesh Aggarwal
- Department of Clinical Parasitology, Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, UK
| | - Ernest Diez Benavente
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Donelly van Schalkwyk
- PHE Malaria Reference Laboratory, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK; Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Gisela Henriques
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Nuno Sepúlveda
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK; CEAUL - Centro de Estatística e Aplicações da Universidade de Lisboa, Lisbon, Portugal
| | - Susana Campino
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Peter Chiodini
- PHE Malaria Reference Laboratory, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK; Department of Clinical Parasitology, Hospital for Tropical Diseases, University College London Hospitals NHS Foundation Trust, London, UK
| | - Colin Sutherland
- PHE Malaria Reference Laboratory, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK; Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Khalid B Beshir
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK.
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