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1.
Nat Microbiol ; 6(10): 1289-1299, 2021 10.
Article in English | MEDLINE | ID: mdl-34580442

ABSTRACT

In Africa, most rapid diagnostic tests (RDTs) for falciparum malaria recognize histidine-rich protein 2 antigen. Plasmodium falciparum parasites lacking histidine-rich protein 2 (pfhrp2) and 3 (pfhrp3) genes escape detection by these RDTs, but it is not known whether these deletions confer sufficient selective advantage to drive rapid population expansion. By studying blood samples from a cohort of 12,572 participants enroled in a prospective, cross-sectional survey along Ethiopia's borders with Eritrea, Sudan and South Sudan using RDTs, PCR, an ultrasensitive bead-based immunoassay for antigen detection and next-generation sequencing, we estimate that histidine-rich protein 2-based RDTs would miss 9.7% (95% confidence interval 8.5-11.1) of P. falciparum malaria cases owing to pfhrp2 deletion. We applied a molecular inversion probe-targeted deep sequencing approach to identify distinct subtelomeric deletion patterns and well-established pfhrp3 deletions and to uncover recent expansion of a singular pfhrp2 deletion in all regions sampled. We propose a model in which pfhrp3 deletions have arisen independently multiple times, followed by strong positive selection for pfhrp2 deletion owing to RDT-based test-and-treatment. Existing diagnostic strategies need to be urgently reconsidered in Ethiopia, and improved surveillance for pfhrp2 deletion is needed throughout the Horn of Africa.


Subject(s)
Diagnostic Tests, Routine/adverse effects , Evolution, Molecular , Malaria, Falciparum/parasitology , Plasmodium falciparum/genetics , Adolescent , Adult , Antigens, Protozoan/genetics , Antigens, Protozoan/immunology , Child , Cross-Sectional Studies , Ethiopia/epidemiology , Female , Gene Deletion , Genotype , Geography , Humans , Malaria, Falciparum/diagnosis , Malaria, Falciparum/epidemiology , Male , Plasmodium falciparum/immunology , Plasmodium falciparum/isolation & purification , Prevalence , Prospective Studies , Protozoan Proteins/genetics , Protozoan Proteins/immunology , Selection, Genetic , Young Adult
2.
Malar J ; 19(1): 323, 2020 Sep 03.
Article in English | MEDLINE | ID: mdl-32883286

ABSTRACT

BACKGROUND: The recent expansion of tools designed to accurately quantify malaria parasite-produced antigens has enabled us to evaluate the performance of rapid diagnostic tests (RDTs) as a function of the antigens they detect-typically histidine rich protein 2 (HRP2) or lactate dehydrogenase (LDH). METHODS: For this analysis, whole blood specimens from a longitudinal study in Bancoumana, Mali were used to evaluate the performance of the ultra-sensitive HRP2-based Alere™ Malaria Ag P.f RDT (uRDT). The samples were collected as part of a transmission-blocking vaccine trial in a high transmission region for Plasmodium falciparum malaria. Furthermore, antigen dynamics after successful anti-malarial drug treatment were evaluated in these samples using the Q-Plex Human Malaria Array (4-Plex) to quantify antigen concentrations. RESULTS: The uRDT had a 50% probability of a positive result at 207 pg/mL HRP2 [95% credible interval (CrI) 160-268]. Individuals with symptomatic infection remained positive by uRDT for a median of 33 days [95% confidence interval (CI) 28-47] post anti-malarial drug treatment. Biphasic exponential decay models accurately captured the population level post-treatment dynamics of both HRP2 and Plasmodium LDH (pLDH), with the latter decaying more rapidly. Motivated by these differences in rates of decay, a novel algorithm that used HRP2:pLDH ratios to predict if an individual had active versus recently cleared P. falciparum infection was developed. The algorithm had 77.5% accuracy in correctly classifying antigen-positive individuals as those with and without active infection. CONCLUSIONS: These results characterize the performance of the ultra-sensitive RDT and demonstrate the potential for emerging antigen-quantifying technologies in the field of malaria diagnostics to be helpful tools in distinguishing between active versus recently cleared malaria infections.


Subject(s)
Antigens, Protozoan/isolation & purification , Diagnostic Tests, Routine/statistics & numerical data , L-Lactate Dehydrogenase/isolation & purification , Malaria, Falciparum/diagnosis , Plasmodium falciparum/isolation & purification , Protozoan Proteins/isolation & purification , Adult , Humans , Mali , Middle Aged , Sensitivity and Specificity , Young Adult
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