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Yan R, Xu YM, Lau ATY. Immobilized metal ion affinity chromatography: waltz of metal ions and biomacromolecules. Expert Rev Proteomics 2025:1-14. [PMID: 40249414 DOI: 10.1080/14789450.2025.2492764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2025] [Revised: 03/31/2025] [Accepted: 04/06/2025] [Indexed: 04/19/2025]
Abstract
INTRODUCTION Immobilized metal ion affinity chromatography (IMAC) is an effective method developed in the 1980s for the separation and purification of proteins. The system consists of a solid-phase matrix, a linking ligand, and a metal ion. The method is based on the ability of metal ions to bind specifically to certain specific amino acid residues of proteins, thereby selectively enriching and purifying proteins. AREAS COVERED This review aims to describe current knowledge of fundamental principle of IMAC and summarize the supports, chelating ligands, and metal ions of IMAC. In addition, how IMAC technology is used in proteomics and nucleic acids research are highlighted. EXPERT OPINION Over the past decades, IMAC has been extensively utilized as a predominant technique for protein enrichment in a variety of biological and medical research, such as disease diagnosis, tumor biomarker identification, protein purification, and nucleic acids research. In the future, IMAC should be integrated with other emerging proteomics technologies to promote the applications of metalloproteomes in disease diagnosis, metallodrug development, and clinical translation.
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Affiliation(s)
- Rui Yan
- The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
- Laboratory of Cancer Biology and Epigenetics, Department of Cell Biology and Genetics, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Yan-Ming Xu
- Laboratory of Cancer Biology and Epigenetics, Department of Cell Biology and Genetics, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
- The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
| | - Andy T Y Lau
- The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, People's Republic of China
- Laboratory of Cancer Biology and Epigenetics, Department of Cell Biology and Genetics, Shantou University Medical College, Shantou, Guangdong, People's Republic of China
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2
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Gyamfi E, Baum J. Malaria parasite phenotypic heterogeneity and the power of single-cell technologies. Trends Parasitol 2025:S1471-4922(25)00100-X. [PMID: 40340169 DOI: 10.1016/j.pt.2025.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 04/08/2025] [Accepted: 04/08/2025] [Indexed: 05/10/2025]
Abstract
The two-host life cycle of the malaria parasite, combined with its ability to regulate gene expression and protein translation within a single clonal genotype, results in a remarkable potential for phenotypic heterogeneity. This heterogeneity presents underappreciated challenges to antimalarial interventions such as vaccines, drugs, and diagnostic tools, with parasites able to evolve resistance rapidly. Here we summarise current knowledge of the different mechanisms driving parasite phenotypic heterogeneity both at the gene and protein level. Centred on the most virulent human malaria parasite, Plasmodium falciparum, we explore the consequences of this diversity for antimalarial interventions and how single-cell technologies present an opportunity to study inter- and intra-clonal heterogeneity to better design future-proofed intervention strategies against this ancient disease.
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Affiliation(s)
- Emmanuel Gyamfi
- School of Biomedical Sciences, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Jake Baum
- School of Biomedical Sciences, UNSW Sydney, Kensington, NSW 2052, Australia.
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Yang Q, Pedreira-Rincón J, Balerdi-Sarasola L, Baptista-Pires L, Muñoz J, Camprubí-Ferrer D, Idili A, Parolo C. An aptamer-based electrochemical sensor for the quantification of the malaria biomarker lactate dehydrogenase. Biosens Bioelectron 2025; 274:117152. [PMID: 39884100 DOI: 10.1016/j.bios.2025.117152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 12/23/2024] [Accepted: 01/09/2025] [Indexed: 02/01/2025]
Abstract
Malaria is one of the most deadly infectious diseases, causing the death of hundreds of thousands of patients each year. Global efforts to combat malaria necessitate the implementation of novel rapid diagnostic tests deployable at the point of care. Here, we present the development of an electrochemical aptamer-based (EAB) sensor for the quantification of the malaria biomarker Plasmodium falciparum lactate dehydrogenase (PfLDH). Specifically, we demonstrate how, through careful optical and electrochemical characterization, we re-engineered the aptamer sequence to maximize its binding-induced conformational change, the core principle of EAB sensors. We then demonstrated that our biosensor can quantify clinically relevant concentrations of PfLDH in blood in a single step and within a few minutes. Overall, we believe these results demonstrate the promising potential of EAB sensors for the diagnosis and prognosis of malaria at the point of care.
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Affiliation(s)
- Qiuyue Yang
- Barcelona Institute for Global Health (ISGlobal), Barcelona, 08036, Spain.
| | - Julia Pedreira-Rincón
- Barcelona Institute for Global Health (ISGlobal), Barcelona, 08036, Spain; Facultat de Medicina i Ciències de la Salut, Universitatde Barcelona (UB), Barcelona, 08036, Spain
| | - Leire Balerdi-Sarasola
- Barcelona Institute for Global Health (ISGlobal), Barcelona, 08036, Spain; International Health Department, Hospital Clínic de Barcelona,Barcelona, 08036, Spain
| | - Luis Baptista-Pires
- I3N, Physics Department, University of Aveiro, Aveiro, 3810-193, Portugal; Graphenicalab: Parc Científic Tecnocampus, Mataró, 08302, Spain
| | - Jose Muñoz
- Barcelona Institute for Global Health (ISGlobal), Barcelona, 08036, Spain; Facultat de Medicina i Ciències de la Salut, Universitatde Barcelona (UB), Barcelona, 08036, Spain; International Health Department, Hospital Clínic de Barcelona,Barcelona, 08036, Spain
| | - Daniel Camprubí-Ferrer
- Barcelona Institute for Global Health (ISGlobal), Barcelona, 08036, Spain; International Health Department, Hospital Clínic de Barcelona,Barcelona, 08036, Spain
| | - Andrea Idili
- Department of Chemical Sciences and Technologies, University of Rome Tor Vergata, Via della Ricerca Scientifica, Rome 00133, Italy
| | - Claudio Parolo
- Barcelona Institute for Global Health (ISGlobal), Barcelona, 08036, Spain; INTERFIBIO Research Group, Departament d'Enginyeria Química, Universitat Rovira i Virgili, Tarragona, 43007, Spain.
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Sheahan W, Golden A, Barney R, Das S, Jang IK, Ntuku H, Wu X, Whittemore B, Dausab L, Mumbengegwi D, Domingo GJ, Hsiang MS, Slater H. Estimating malaria antigen dynamics and the time to negativity of next-generation malaria rapid diagnostic tests. Malar J 2025; 24:109. [PMID: 40186233 PMCID: PMC11969773 DOI: 10.1186/s12936-025-05350-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 03/25/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND Rapid diagnostic tests (RDTs) used to diagnose Plasmodium falciparum predominantly target the antigen Histidine Rich Protein 2 (HRP2) exclusively. With the emergence of hrp2/hrp3 gene deletions, RDTs targeting other antigens such as the essential enzyme Lactate Dehydrogenase (LDH) are needed. The dynamics of LDH relative to HRP2 are currently not well described but are needed to inform the use of next-generation (NG-) LDH and HRP2 RDTs that are designed to address hrp2/hrp3 gene deletions. METHODS A longitudinal cohort study conducted in a low transmission setting in Namibia was leveraged to compare HRP2 and LDH decay rates. Passive and active case detection were used to recruit individuals with positive HRP2-RDT results. Study participants were treated and subsequently followed weekly until they received two consecutive HRP2-RDT negative results. Blood specimens were characterized for antigen concentration and parasite density. Antigen decay rates were calculated and used to estimate time to negativity (TTN) of NG-RDTs: two HRP2 and LDH-based RDTs (Rapigen Pf and a WHO prequalified Pf/Pv RDT) and an LDH-only RDT (Rapigen Pf/Pv). RESULTS In 135 participants, the starting geometric mean concentrations for HRP2 and LDH were 899 ng/mL and 344 ng/mL respectively. Both antigens followed a biphasic decay rate, with a faster decay rate in the first phase. For current RDTs with an analytical sensitivity of 1 ng/mL for HRP2 and 5 ng/mL for LDH, TTN was 44 and 4 days, respectively. With a NG-RDT with LDH analytical sensitivity of 0.37 ng/mL, average TTN was 9 days. Multiple levels of analytical sensitivity were also modeled. CONCLUSIONS In the detection of P. falciparum malaria, LDH versus HRP2-based RDTs had a faster TTN due to a combination of lower accumulated antigen concentrations and faster decay rates, even for more sensitive LDH-based RDTs. Detection of LDH versus HRP2 by RDT is more likely to reflect a new or very recent infection. For NG-RDTs that target both antigens, HRP2 is likely to contribute more to the test signal than LDH in recently treated infections unless the infection has hrp2/hrp3 gene deletions. Antigen decay data combined with analytical sensitivity contributes to understanding RDT performance and interpretation.
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Affiliation(s)
| | | | | | | | | | - Henry Ntuku
- University of California, San Francisco (UCSF) - Malaria Elimination Initiative, San Francisco, USA
| | - Xue Wu
- University of California, San Francisco (UCSF) - Malaria Elimination Initiative, San Francisco, USA
| | - Brooke Whittemore
- Southwestern Medical Center, University of Texas at Dallas, Dallas, USA
| | | | | | | | - Michelle S Hsiang
- University of California, San Francisco (UCSF) - Malaria Elimination Initiative, San Francisco, USA
- Southwestern Medical Center, University of Texas at Dallas, Dallas, USA
- Department of Pediatrics, University of California, San Francisco (UCSF), San Francisco, USA
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Royero-Bermeo WY, Sánchez-Jiménez MM, Ospina-Villa JD. Aptamers as innovative tools for malaria diagnosis and treatment: advances and future perspectives. Biol Methods Protoc 2025; 10:bpaf025. [PMID: 40223817 PMCID: PMC11992340 DOI: 10.1093/biomethods/bpaf025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 03/21/2025] [Accepted: 03/26/2025] [Indexed: 04/15/2025] Open
Abstract
Malaria, caused by Plasmodium spp. parasites (P. vivax, P. falciparum, P. ovale, P. malariae, and P. knowlesi), remains a significant global health challenge, with 263 million cases and 567 000 deaths reported in 2023. Diagnosis in endemic regions relies on clinical symptoms, microscopy, and rapid diagnostic tests. Although widely used, microscopy suffers from variability in sensitivity due to operator expertise and low parasitemia. Rapid diagnostic tests, which are favored for their simplicity and speed, show high sensitivity for P. vivax but reduced accuracy (80%) for P. falciparum, which is attributed to deletions in histidine-rich protein 2/3 proteins caused by Pfhrp2/3 gene mutations. Innovative diagnostic and therapeutic technologies, such as aptamers, are gaining attention. Aptamers are single-stranded oligonucleotides that bind specifically to target molecules with high affinity. They have shown promise in disease diagnosis, therapeutics, and environmental monitoring. In malaria, aptamers are being explored as highly sensitive and specific diagnostic tools capable of detecting Plasmodium proteins across all infection stages. Additionally, they offer potential for novel therapeutic strategies, enhancing disease control and treatment options. These advancements highlight the use of aptamers as versatile and innovative approaches for addressing malaria and other infectious diseases. A comprehensive literature search was conducted in the PubMed, ScienceDirect, and SCOPUS databases via the keywords "Aptamers" AND "Malaria" AND "Aptamers" AND "Plasmodium." Additionally, patent searches were carried out in the LENS, WIPO, and LATIPAT databases via the same search terms. In total, 88 relevant articles were selected for this review, providing a comprehensive and evidence-based foundation to discuss emerging aptamer technologies for malaria diagnosis and treatment. The proteins commonly employed in rapid malaria diagnostic tests, such as histidine-rich protein 2, P. lactate dehydrogenase, and prostaglandin dehydrogenase, are highlighted. However, the identification of new targets, such as HMIGB1 and DRX1 (1-deoxy-d-xylulose-5-phosphate reductoisomerase), and the detection of whole cells have also been emphasized.
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Affiliation(s)
- Wendy Yulieth Royero-Bermeo
- Instituto Colombiano de Medicina Tropical, Universidad CES, Carrera 43A 52 S-99, Sabaneta, Antioquia, 055450, Colombia
| | - Miryan Margot Sánchez-Jiménez
- Instituto Colombiano de Medicina Tropical, Universidad CES, Carrera 43A 52 S-99, Sabaneta, Antioquia, 055450, Colombia
| | - Juan David Ospina-Villa
- Instituto Colombiano de Medicina Tropical, Universidad CES, Carrera 43A 52 S-99, Sabaneta, Antioquia, 055450, Colombia
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Iwasaki T, Shimoda M, Kanayama H, Kawano T. Plasmodium falciparum histidine-rich protein 2 exhibits cell penetration and cytotoxicity with autophagy dysfunction. Biosci Biotechnol Biochem 2025; 89:548-561. [PMID: 39777447 DOI: 10.1093/bbb/zbae209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 12/22/2024] [Indexed: 01/11/2025]
Abstract
Plasmodium falciparum is a major cause of severe malaria. This protozoan infects human red blood cells and secretes large quantities of histidine-rich protein 2 (PfHRP2) into the bloodstream, making it a well-known diagnostic marker. Here, however, we identified PfHRP2 as a pathogenic factor produced by P. falciparum. PfHRP2 showed cell penetration and cytotoxicity against various human cells. PfHRP2 also exhibited significant cytotoxicity at concentrations found in P. falciparum-infected patients' blood (90-100 n m). We also showed that PfHRP2 binds to Ca2+ ions, localizes to intracellular lysosomes, increases lysosomal Ca2+ levels, and inhibits the basal level of autophagy by preventing autolysosome formation. Furthermore, the Ca2+-dependent cytotoxicity of PfHRP2 was suppressed by the metal ion chelator ethylenediaminetetraacetic acid. In summary, our findings suggest PfHRP2 as a crucial pathogenic factor produced by P. falciparum and its mode of action. Overall, this study provides preliminary insights into P. falciparum malaria pathogenesis.
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Affiliation(s)
- Takashi Iwasaki
- Department of Bioresource Science, Faculty of Agriculture, Tottori University, Tottori, Japan
- Department of Agriculture, Graduate School of Sustainability Science, Tottori University, Tottori, Japan
| | - Mayu Shimoda
- Department of Agriculture, Graduate School of Sustainability Science, Tottori University, Tottori, Japan
| | - Haru Kanayama
- Department of Bioresource Science, Faculty of Agriculture, Tottori University, Tottori, Japan
| | - Tsuyoshi Kawano
- Department of Bioresource Science, Faculty of Agriculture, Tottori University, Tottori, Japan
- Department of Agriculture, Graduate School of Sustainability Science, Tottori University, Tottori, Japan
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Hong SG, Park SM, Kwon S, Sakthivel H, Nagappa SP, Leem JW, Steinhubl SR, Ngiruwonsanga P, Mangara JLN, Twizere C, Kim YL. Smartphone conjunctiva photography for malaria risk stratification in asymptomatic school age children. NPJ Digit Med 2025; 8:151. [PMID: 40065117 PMCID: PMC11893748 DOI: 10.1038/s41746-025-01548-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Accepted: 03/02/2025] [Indexed: 03/14/2025] Open
Abstract
Malaria remains a major global health challenge. Although effective control relies on testing all suspected cases, asymptomatic infections in school-age children are frequently overlooked. Advances in retinal imaging and computer vision have enhanced malaria detection. However, noninvasive, point-of-care malaria detection remains unrealized, partly because of the need for specialized equipment. Here we report radiomic analyses of 4302 photographs of the palpebral conjunctiva captured using unmodified smartphone cameras from asymptomatic 405 participants aged 5 to 15 years to predict malaria risk. Our neural network classification model of radiomic features achieves an area under the receiver operating characteristic curve of 0.76 with 95% confidence intervals from 0.68 to 0.84 in distinguishing between malaria-infected and non-infected cases in endemic regions. Photographing the inner eyelid provides the advantages of easy accessibility and direct exposure to the microvasculature. This mobile health approach has the potential for malaria prescreening and managing febrile illness in resource-limited settings.
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Affiliation(s)
- Shaun G Hong
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Sang Mok Park
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Semin Kwon
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Haripriya Sakthivel
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Sreeram P Nagappa
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Jung Woo Leem
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Steven R Steinhubl
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
- Regenstrief Center for Healthcare Engineering, Purdue University, West Lafayette, IN, USA
| | | | - Jean-Louis N Mangara
- Malaria, Neglected Tropical Diseases and Other Parasitic Diseases Division, Rwanda Biomedical Center, Kigali, Rwanda
| | - Célestin Twizere
- Center of Excellence in Biomedical Engineering and eHealth, University of Rwanda, Kigali, Rwanda
| | - Young L Kim
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
- Regenstrief Center for Healthcare Engineering, Purdue University, West Lafayette, IN, USA.
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN, USA.
- Purdue Quantum Science and Engineering Institute, Purdue University, West Lafayette, IN, USA.
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Kojom Foko LP, Moun A, Singh V. Addressing low-density malaria infections in India and other endemic part of the world-the opportune time? Crit Rev Microbiol 2025; 51:229-245. [PMID: 38632931 DOI: 10.1080/1040841x.2024.2339267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 02/23/2024] [Accepted: 04/01/2024] [Indexed: 04/19/2024]
Abstract
Shifting from high- to low-malaria transmission accompanies a higher proportion of asymptomatic low-density malaria infections (LDMI). Currently, several endemic countries, such as India, are experiencing this shift as it is striving to eliminate malaria. LDMI is a complex concept for which there are several important questions yet unanswered on its natural history, infectiousness, epidemiology, and pathological and clinical impact. India is on the right path to eliminating malaria, but it is facing the LDMI problem. A brief discussion on the concept and definitions of LDMI is beforehand presented. Also, an exhaustive review and critical analysis of the existing literature on LDMI in malaria-endemic areas, including India, are included in this review. Finally, we opine that addressing LDMI in India is ethically and pragmatically achievable, and a pool of sine qua non conditions is required to efficiently and sustainably eliminate malaria.
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Affiliation(s)
- Loick P Kojom Foko
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, New Delhi, India
| | - Amit Moun
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, New Delhi, India
| | - Vineeta Singh
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, New Delhi, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh, India
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Ntuku H, Whittemore B, Dausab L, Jang IK, Golden A, Sheahan W, Wu X, Slater H, Domingo GJ, Das S, Duarte E, Eloff L, Bousema T, Lanke K, Gueye CS, Prach LM, Raman J, Uusiku P, Katokele S, Gosling R, Greenhouse B, Mumbengegwi D, Hsiang MS. Post-treatment duration of positivity for standard and ultra-sensitive Plasmodium falciparum antigen-based rapid diagnostic tests, a cohort study from a low-endemic setting in Namibia. EBioMedicine 2025; 111:105489. [PMID: 39657364 PMCID: PMC11683224 DOI: 10.1016/j.ebiom.2024.105489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 09/26/2024] [Accepted: 11/21/2024] [Indexed: 12/12/2024] Open
Abstract
BACKGROUND The standard malaria rapid diagnostic test (RDT) and newer ultra-sensitive RDT (uRDT) target Plasmodium falciparum histidine rich protein-2 (HRP2), which persists post-treatment. The duration of test positivity has not previously been studied in a low transmission setting. METHODS We conducted a longitudinal cohort study in a low transmission setting in Namibia. RDT-positive individuals identified through passive and active case detection were treated and followed weekly for testing by RDT and uRDT, HRP2 quantification, quantitative PCR (qPCR) of parasitemia, and quantitative reverse transcriptase PCR (RT-PCR) of gametocytemia, until RDT and uRDT were negative for two consecutive weeks. Determinants of persistent positivity were identified using Cox proportional hazards models. FINDINGS Among 137 participants with complete follow-up and no evidence of resurgence during follow-up, median duration of positivity was 42 days (range: 3-98 range) for RDT, compared to 67 days (range 12-105) for uRDT. In a sub-analysis of those with laboratory data before treatment (n = 60), drug resistance did not explain persistent positivity. Younger age (<15 years versus ≥15 years: aHR: 1.85, 95% CI 1.04-3.30, and 1.67, 95% CI 0.96-2.89, for RDT and uRDT, respectively), higher initial parasite density (highest versus lowest tertile: aHR 0.11, 95% CI 0.04-0.32 and 0.19, 95% CI 0.07-0.48 for RDT and uRDT, respectively), and persistent parasitemia (≥7 days versus reference of <7 days, aHR 0.39, 95% CI 0.20-0.76, and 0.40, 95% CI 0.21-0.76 for RDT and uRDT, respectively) were associated with longer duration of positivity. INTERPRETATION Duration of RDT/uRDT positivity was more than double compared to reports from higher endemic settings, potentially due to lower population immunity to clear parasite DNA and antigen. Prolonged duration of positivity compromises their use to detect current infection, but increased detection of recent infection can facilitate surveillance and inform elimination efforts. FUNDING The project was funded by the Bill and Melinda Gates Foundation (A128488 and INV1135840), Horchow Family Fund (5300375400), and Chan Zuckerberg Biohub.
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Affiliation(s)
- Henry Ntuku
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco (UCSF), San Francisco 94158, USA
| | - Brooke Whittemore
- Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas 75390, USA
| | - Lucille Dausab
- Multidisciplinary Research Centre, University of Namibia, Windhoek 13301, Namibia
| | | | | | | | - Xue Wu
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco (UCSF), San Francisco 94158, USA
| | | | | | - Smita Das
- Diagnostics Program, PATH, Seattle 98121, USA
| | - Elias Duarte
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, UCSF, San Francisco 94158, USA
| | - Lydia Eloff
- Multidisciplinary Research Centre, University of Namibia, Windhoek 13301, Namibia
| | - Teun Bousema
- Radboud University Medical Centre, Nijmegen 6500HB, the Netherlands
| | - Kjerstin Lanke
- Radboud University Medical Centre, Nijmegen 6500HB, the Netherlands
| | - Cara Smith Gueye
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco (UCSF), San Francisco 94158, USA
| | - Lisa M Prach
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco (UCSF), San Francisco 94158, USA
| | - Jaishree Raman
- Centre for Emerging Zoonotic and Parasitic Diseases, National Institute for Communicable Diseases, A Division of the National Health Laboratory Service, Sandringham, Johannesburg, Gauteng, South Africa
| | - Petrina Uusiku
- Namibia Ministry of Health and Social Services, Windhoek 13198, Namibia
| | - Stark Katokele
- Namibia Ministry of Health and Social Services, Windhoek 13198, Namibia
| | - Roly Gosling
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco (UCSF), San Francisco 94158, USA
| | - Bryan Greenhouse
- Division of HIV, Infectious Diseases, and Global Medicine, Department of Medicine, UCSF, San Francisco 94158, USA
| | - Davis Mumbengegwi
- Multidisciplinary Research Centre, University of Namibia, Windhoek 13301, Namibia
| | - Michelle S Hsiang
- Malaria Elimination Initiative, Global Health Group, University of California, San Francisco (UCSF), San Francisco 94158, USA; Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas 75390, USA; Department of Pediatrics, UCSF Benioff Children's Hospital, San Francisco 94158, USA; Department of Epidemiology and Biostatistics, UCSF, San Francisco 94158, USA.
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Ali IM, Manga IA, Nji AM, Tchuenkam VP, Neba PTN, Achu DF, Bigoga JD, Faye B, Roper C, Sutherland CJ, Mbacham WF. Asymptomatic Plasmodium falciparum infections and determinants of carriage in a seasonal malaria chemoprevention setting in Northern Cameroon and south Senegal (Kedougou). Malar J 2024; 23:386. [PMID: 39696387 DOI: 10.1186/s12936-024-05150-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Accepted: 10/21/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND Among the several strategies recommended for the fight against malaria, seasonal malaria chemoprevention (SMC) with sulfadoxine-pyrimethamine and amodiaquine combination (SPAQ) targets children 3 months to 5 years in Sahel regions of Africa to reduce mortality and mortality. Since SMC with SPAQ is administered to symptoms-free children for prevention of malaria, it is anticipated that a proportion of asymptomatic parasitaemic children will also be treated and may result in a drop in both the overall population prevalence of asymptomatic malaria infections, subsequent risk of symptomatic malaria infections and transmission. Age-specific carriage of asymptomatic Plasmodium spp. infections (API) was evaluated in target children and adults in Cameroon and Senegal, prior to the 2018 SMC campaign in both countries. METHODS A baseline household survey was carried out in August 2018 in two areas in Cameroon and one in Senegal just before the beginning of distribution of SPAQ for SMC. The survey included collection of fingerpick blood for malaria rapid diagnostic testing (RDT) and administration of a pre-tested questionnaire on demographics and malaria risk factors to participants. The age-specific prevalence of API in all study sites was analysed, first as a distribution of RDT-positives in 5-year age categories and secondly, with age as a continuous variable in the whole sample, using the Wilcoxon rank sum test. Risk factors for carriage of asymptomatic infections were examined using logistic regression analysis in STATA v.16 and Rv4.1.2. RESULTS In total, 6098 participants were surveyed. In Cameroon, overall prevalence of API was 34.0% (32.1-36.0%) in Adamaoua, and 43.5% (41.0-45.7%) in the North. The median age of RDT positivity was higher in Senegal: 11 years (IQR 7-16) than in Cameroon-Adamaoua: 8 years (4-17) and North: 8 years (4-12) and significantly different between the three study regions. In all three study sites, asymptomatic carriage was significantly higher in the older age group (5-10 in Cameroon, and 7-14 in Senegal), compared to the younger age group, although the median age of participants was lower among RDT-negatives in the North compared to RDT-positives. Health area, gender and last infection within past year significantly confounded the relationship between age and parasite carriage in Adamaoua and Senegal but not in North Cameroon. Absence of bed net and previous infection within one month of the survey all independently predicted carriage of asymptomatic parasites in multivariate regression analysis. CONCLUSION Under five years asymptomatic Plasmodium infection in northern Cameroon prior to SMC season remained high in 2018, irrespective of history of SMC implementation in the study areas in Cameroon. Compared to Adamaoua, peak asymptomatic malaria parasite rate was observed in children 5-10 years, which is out of the SMC target age-range. Health area, last infection within the past month and to a lesser extent gender affected the association between age and asymptomatic carriage in all sites except the North region of Cameroon, indicating wide heterogeneity in risk of malaria among the general population in that geography. Follow-up studies designed to measure SMC effects in Cameroon are warranted as it may become necessary to extend age of SMC eligibility to 10 years, as is practiced in Senegal.
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Affiliation(s)
- Innocent M Ali
- MARCAD Programme, The Biotechnology Centre, University of Yaoundé 1, Yaoundé, Cameroon.
- Department of Biochemistry, University of Dschang, Dschang, Cameroon.
| | - Isaac A Manga
- Department of Parasitology and Mycology, Faculty of Medicine and Odontostomatology, Université Cheick Anta Diop, Dakar, Senegal
| | - Akindeh M Nji
- MARCAD Programme, The Biotechnology Centre, University of Yaoundé 1, Yaoundé, Cameroon
| | | | | | - Dorothy F Achu
- National Malaria Control Programme, Ministry of Public Health, Yaoundé, Cameroon
| | - Jude D Bigoga
- MARCAD Programme, The Biotechnology Centre, University of Yaoundé 1, Yaoundé, Cameroon
| | - Babacar Faye
- Department of Parasitology and Mycology, Faculty of Medicine and Odontostomatology, Université Cheick Anta Diop, Dakar, Senegal
| | - Cally Roper
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Colin J Sutherland
- Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine, London, UK
| | - Wilfred F Mbacham
- MARCAD Programme, The Biotechnology Centre, University of Yaoundé 1, Yaoundé, Cameroon.
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11
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Krishna S, Nema S, Sangle R, Ahmad A, Singh A, Kumar D, Verma AK, Udhayakumar V, Das A, Anvikar AR, Bharti PK. Low prevalence of Plasmodium falciparum histidine-rich protein 2 and 3 gene deletions in malaria-endemic states of India. PLoS One 2024; 19:e0315662. [PMID: 39693284 DOI: 10.1371/journal.pone.0315662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Accepted: 11/28/2024] [Indexed: 12/20/2024] Open
Abstract
Rapid diagnostic tests (RDTs) are crucial for diagnosing malaria in resource-limited settings. These tests, which detect the histidine-rich protein 2 (PfHRP2) and its structural homologue PfHRP3, are specifically designed to identify Plasmodium falciparum. Deletion of the Pfhrp2 gene in parasite has been reported in India and other malaria-endemic countries. Therefore, periodic surveillance of Pfhrp2 and Pfhrp3 genetic deletions is crucial. We conducted a study to examine these gene deletions in P. falciparum isolates from nine malaria-endemic states in India. In this study, we analyzed 1,558 samples that were microscopically confirmed to be P. falciparum positive. We isolated genomic DNA from all the aforementioned samples, followed by PCR amplification of the Pfhrp2/3 gene. The results showed that the deletion rates for Pfhrp2 and Pfhrp3 genes were 0.44% and 1.47%, respectively. These findings indicate that the gene deletions in all nine states are at low level. Despite these low deletion rates, continuous surveillance is crucial to monitor the efficiency of HRP2 based malaria RDTs. It is recommend that conducting large-scale studies which include other endemic states in India to gain a more comprehensive understanding of the prevalence and impact of these gene deletions over time. This ongoing surveillance will ensure that diagnostic strategies remain effective and that any emerging trends in gene deletions are promptly addressed to achieve the malaria control and elimination.
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Affiliation(s)
- Sri Krishna
- ICMR-National Institute of Research in Tribal Health, Jabalpur, Madhya Pradesh, India
| | - Shrikant Nema
- ICMR-National Institute of Malaria Research, New Delhi, India
| | - Ruchika Sangle
- ICMR-National Institute of Malaria Research, New Delhi, India
| | - Amreen Ahmad
- ICMR-National Institute of Research in Tribal Health, Jabalpur, Madhya Pradesh, India
| | - Akansha Singh
- ICMR-National Institute of Malaria Research, New Delhi, India
| | - Devendra Kumar
- ICMR-National Institute of Malaria Research, New Delhi, India
| | - Anil K Verma
- ICMR-National Institute of Research in Tribal Health, Jabalpur, Madhya Pradesh, India
| | | | - Aparup Das
- ICMR-National Institute of Research in Tribal Health, Jabalpur, Madhya Pradesh, India
| | - Anup R Anvikar
- ICMR-National Institute of Malaria Research, New Delhi, India
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12
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Adeleke OT, Aworinde HO, Oboh M, Oladosu O, Ayenigba AB, Atobatele B, Adeleke OV, Oladipo TS, Adebayo S. Dataset for a novel AI-powered diagnostic tool for Plasmodium parasite detection authors. Data Brief 2024; 57:110950. [PMID: 39957739 PMCID: PMC11827117 DOI: 10.1016/j.dib.2024.110950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 09/04/2024] [Accepted: 09/12/2024] [Indexed: 02/18/2025] Open
Abstract
Malaria remains a serious public health problem in many developing countries, particularly in Sub-Saharan Africa. Early detection and treatment of malaria are crucial in the fight against malaria in order to reduce morbidity and mortality, especially in the endemic regions. We set out to develop a simple, accurate, and efficient innovative diagnostic tool for malaria parasite identification that uses automated image processing to provide shorter diagnosis times while improving accuracy, efficiency, and standardization. Our primary goal in this study is to collect, curate, annotate and achieve blood smear images containing Plasmodium species for effective malaria diagnosis using Artificial Intelligent based system. The study curated 881 blood smear images which are categorized as positive and negative images.
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Affiliation(s)
- Olumide T. Adeleke
- Directorate of Health Services, Bowen University, Iwo, Nigeria
- Family Medicine Department, Bowen University Teaching Hospital, Ogbomoso, Nigeria
| | - Halleluyah O. Aworinde
- Computer Science Department, College of Computing and Communication Studies, Bowen University, Iwo, Nigeria
- Computing and Analytics Research Laboratory, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria
| | - Mary Oboh
- Microbiology, Department, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria
| | - Oladipo Oladosu
- Pure and Applied Biology Department, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria
| | | | - Bukola Atobatele
- Microbiology, Department, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria
| | | | - Tunde S. Oladipo
- Family Medicine Department, Bowen University Teaching Hospital, Ogbomoso, Nigeria
| | - Segun Adebayo
- Mechatronics Engineering Programme, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria
- Computing and Analytics Research Laboratory, College of Agriculture, Engineering and Science, Bowen University, Iwo, Nigeria
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13
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Yadem AC, Armstrong JN, Sarimollaoglu M, Kiki Massa C, Ndifo JM, Menyaev YA, Mbe A, Richards K, Wade M, Zeng Y, Chen R, Zhou Q, Meten E, Ntone R, Tchuedji YLGN, Ullah S, Galanzha EI, Eteki L, Gonsu HK, Biris A, Suen JY, Boum Y, Zharov VP, Parikh S. Noninvasive in vivo photoacoustic detection of malaria with Cytophone in Cameroon. Nat Commun 2024; 15:9228. [PMID: 39455558 PMCID: PMC11511992 DOI: 10.1038/s41467-024-53243-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 10/07/2024] [Indexed: 10/28/2024] Open
Abstract
Current malaria diagnostics are invasive, lack sensitivity, and rapid tests are plagued by deletions in target antigens. Here we introduce the Cytophone, an innovative photoacoustic flow cytometer platform with high-pulse-rate lasers and a focused ultrasound transducer array to noninvasively detect and identify malaria-infected red blood cells (iRBCs) using specific wave shapes, widths, and time delays generated from the absorbance of laser energy by hemozoin, a universal biomarker of malaria infection. In a population of Cameroonian adults with uncomplicated malaria, we assess our device for safety in a cross-sectional cohort (n = 10) and conduct a performance assessment in a longitudinal cohort (n = 20) followed for 30 ± 7 days after clearance of parasitemia. Longitudinal cytophone measurements are compared to point-of-care and molecular assays (n = 94). Cytophone is safe with 90% sensitivity, 69% specificity, and a receiver-operator-curve-area-under-the-curve (ROC-AUC) of 0.84, as compared to microscopy. ROC-AUCs of Cytophone, microscopy, and RDT compared to quantitative PCR are not statistically different from one another. The ability to noninvasively detect iRBCs in the bloodstream is a major advancement which offers the potential to rapidly identify both the large asymptomatic reservoir of infection, as well as diagnose symptomatic cases without the need for a blood sample.
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Affiliation(s)
| | | | - Mustafa Sarimollaoglu
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA
| | | | | | - Yulian A Menyaev
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA
| | - Anastasie Mbe
- Epicentre, Yaoundé, Cameroon
- University of Yaoundé I, Yaoundé, Cameroon
| | | | - Martina Wade
- Yale School of Public Health, New Haven, CT, USA
| | - Yushun Zeng
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Ruimin Chen
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Qifa Zhou
- Alfred E. Mann Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
- Department of Ophthalmology, University of Southern California, Los Angeles, CA, USA
| | - Elvis Meten
- Epicentre, Yaoundé, Cameroon
- University of Yaoundé I, Yaoundé, Cameroon
| | | | | | - Safi Ullah
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
| | - Ekaterina I Galanzha
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA
| | | | | | - Alexandru Biris
- Department of Applied Science & Center for Integrative Nanotechnology Sciences, University of Arkansas at Little Rock (UALR), Little Rock, AR, USA
| | - James Y Suen
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA
- Department of Applied Science & Center for Integrative Nanotechnology Sciences, University of Arkansas at Little Rock (UALR), Little Rock, AR, USA
| | - Yap Boum
- Epicentre, Yaoundé, Cameroon
- University of Yaoundé I, Yaoundé, Cameroon
| | - Vladimir P Zharov
- CytoAstra, LLC, Bioventures/UAMS, Little Rock, AR, USA.
- Department of Otolaryngology - Head and Neck Surgery, Arkansas Nanomedicine Center, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR, USA.
| | - Sunil Parikh
- Yale School of Public Health, New Haven, CT, USA.
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14
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Berna AZ, Wang XR, Bollinger LB, Banda J, Mawindo P, Evanoff T, Culbertson DL, Seydel K, Odom John AR. Breath Biomarkers of Pediatric Malaria: Reproducibility and Response to Antimalarial Therapy. J Infect Dis 2024; 230:1013-1022. [PMID: 38885291 PMCID: PMC11481311 DOI: 10.1093/infdis/jiae323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 06/02/2024] [Accepted: 06/17/2024] [Indexed: 06/20/2024] Open
Abstract
BACKGROUND Many insect-borne pathogens appear to manipulate the odors of their hosts in ways that influence vector behaviors. In our prior work, we identified characteristic changes in volatile emissions of cultured Plasmodium falciparum parasites in vitro and during natural human falciparum malaria. In the current study, we prospectively evaluate the reproducibility of these findings in an independent cohort of children in Blantyre, Malawi. METHODS We enrolled febrile children under evaluation for malaria and collected breath from children with and without malaria, as well as healthy controls. Using gas chromatography/mass spectrometry, we characterized breath volatiles associated with malaria. By repeated sampling of children with malaria before and after antimalarial use, we determined how breath profiles respond to treatment. In addition, we investigated the stage-specificity of biomarkers through correlation with asexual and sexual-stage parasitemia. RESULTS Our data provide robust evidence that P. falciparum infection leads to specific, reproducible changes in breath compounds. While no individual compound served as an adequate classifier in isolation, selected volatiles together yielded high sensitivity for diagnosis of malaria. Overall, the results of our predictive models suggest the presence of volatile signatures that reproducibly predict malaria infection status and determine response to therapy, even in cases of low parasitemia.
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Affiliation(s)
- Amalia Z Berna
- Division of Infectious Diseases, Department of Pediatrics, Children's Hospital of Philadelphia, Pennsylvania
| | - X Rosalind Wang
- Department of Data Science, Western Sydney University, Sydney, Australia
| | - Lucy B Bollinger
- Department of Pediatrics, Northwest Permanente, Portland, Oregon
| | - Josephine Banda
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Patricia Mawindo
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Tasha Evanoff
- Department of Psychiatry, Harvard University, Boston, Massachusetts
| | | | - Karl Seydel
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
- Department of Osteopathic Medical Specialties, College of Osteopathic Medicine, Michigan State University, East Lansing
| | - Audrey R Odom John
- Division of Infectious Diseases, Department of Pediatrics, Children's Hospital of Philadelphia, Pennsylvania
- Perelman School of Medicine, University of Pennsylvania, Philadelphia
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15
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Zhang H, Fink G, Cohen J. Malaria Rapid Tests, Febrile Illness Management, and Child Mortality Across Sub-Saharan African Countries. JAMA 2024; 332:1270-1281. [PMID: 39292453 DOI: 10.1001/jama.2024.12589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
Importance A prompt malaria diagnosis is crucial for the management of children with febrile illness in sub-Saharan African countries, where malaria remains a leading cause of mortality among children younger than 5 years of age. The development and distribution of point-of-care rapid diagnostic tests (RDTs) for malaria has transformed practice, but limited systematic evidence exists on how malaria RDTs have affected the management of febrile illness and mortality for children younger than 5 years of age across sub-Saharan Africa countries. Objective To evaluate the association between the distribution of malaria RDTs and the management of febrile illness and mortality among children younger than 5 years of age in sub-Saharan African countries. Design, Setting, and Participants This quasi-experimental study used a novel dataset linking malaria RDT distribution to 165 nationally representative household surveys across 35 sub-Saharan African countries with mortality data. The sample comprised approximately 3.9 million child-year observations and approximately 260 000 febrile illness episodes in children younger than 5 years of age between 2000 and 2019. Main Outcomes and Measures Fixed-effects linear probability models were used to analyze the association between variation in malaria RDTs distributed per child younger than 5 years of age (by country per year) and blood testing, antimalarial drug use, antibiotic use, use of symptomatic treatments, and mortality rates. Variation in the effects of testing and treatment was also assessed across the sub-Saharan African countries that had varying prevalence of malaria. Results The mortality sample included 1 317 866 children and the fever sample included 256 292 children. The mean age of the children with febrile illness was 2.4 years (SD, 1.3 years) and 49% were female. Each additional malaria RDT distributed per child younger than 5 years of age was associated with an increase of 3.5 percentage points (95% CI, 3.2-3.8 percentage points) in blood testing, an increase of 1.5 percentage points (95% CI, 1.2-1.8 percentage points) in the use of antimalarial drugs, an increase of 0.4 percentage points (95% CI, 0.1-0.6 percentage points) in antibiotic use, and a decrease of 0.4 percentage points (95% CI, 0.1-0.8 percentage points) in the use of treatments for symptoms. Each additional malaria RDT distributed per child younger than 5 years of age was associated with a reduction in child mortality of 0.34 deaths per 1000 child-years (95% CI, 0.15-0.52 deaths per 1000 child-years). The effects of malaria RDT distribution on medication use and child mortality varied across prevalence settings (low vs high) for malaria; there were survival improvements only in areas that had a high prevalence of malaria. Conclusions and Relevance Increasing distribution of malaria RDTs was associated with increased blood testing, increased use of antimalarial drugs, and modestly improved survival in children younger than 5 years of age in sub-Saharan African countries. However, malaria RDTs were associated with increases in the rates of antibiotic use that were already high, suggesting that more comprehensive approaches to case management of febrile illness are needed.
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Affiliation(s)
- Han Zhang
- Department of Global Health and Population, T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Günther Fink
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Jessica Cohen
- Department of Global Health and Population, T. H. Chan School of Public Health, Harvard University, Boston, Massachusetts
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16
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Hathaway NJ, Kim IE, WernsmanYoung N, Hui ST, Crudale R, Liang EY, Nixon CP, Giesbrecht D, Juliano JJ, Parr JB, Bailey JA. Interchromosomal segmental duplication drives translocation and loss of P. falciparum histidine-rich protein 3. eLife 2024; 13:RP93534. [PMID: 39373634 PMCID: PMC11458181 DOI: 10.7554/elife.93534] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2024] Open
Abstract
Most malaria rapid diagnostic tests (RDTs) detect Plasmodium falciparum histidine-rich protein 2 (PfHRP2) and PfHRP3, but deletions of pfhrp2 and phfrp3 genes make parasites undetectable by RDTs. We analyzed 19,313 public whole-genome-sequenced P. falciparum field samples to understand these deletions better. Pfhrp2 deletion only occurred by chromosomal breakage with subsequent telomere healing. Pfhrp3 deletions involved loss from pfhrp3 to the telomere and showed three patterns: no other associated rearrangement with evidence of telomere healing at breakpoint (Asia; Pattern 13-TARE1); associated with duplication of a chromosome 5 segment containing multidrug-resistant-1 gene (Asia; Pattern 13-5++); and most commonly, associated with duplication of a chromosome 11 segment (Americas/Africa; Pattern 13-11++). We confirmed a 13-11 hybrid chromosome with long-read sequencing, consistent with a translocation product arising from recombination between large interchromosomal ribosome-containing segmental duplications. Within most 13-11++ parasites, the duplicated chromosome 11 segments were identical. Across parasites, multiple distinct haplotype groupings were consistent with emergence due to clonal expansion of progeny from intrastrain meiotic recombination. Together, these observations suggest negative selection normally removes 13-11++pfhrp3 deletions, and specific conditions are needed for their emergence and spread including low transmission, findings that can help refine surveillance strategies.
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Affiliation(s)
- Nicholas J Hathaway
- Department of Medicine, University of Massachusetts Chan Medical SchoolWorcesterUnited States
| | - Isaac E Kim
- Center for Computational Molecular Biology, Brown UniversityProvidenceUnited States
- Warren Alpert Medical School, Brown UniversityProvidenceUnited States
| | - Neeva WernsmanYoung
- Department of Molecular Pharmacology, Physiology and Biotechnology, Brown UniversityProvidenceUnited States
| | - Sin Ting Hui
- Department of Pathology and Laboratory Medicine, Brown UniversityProvidenceUnited States
| | - Rebecca Crudale
- Department of Pathology and Laboratory Medicine, Brown UniversityProvidenceUnited States
| | - Emily Y Liang
- Department of Pathology and Laboratory Medicine, Brown UniversityProvidenceUnited States
| | - Christian P Nixon
- Department of Pathology and Laboratory Medicine, Brown UniversityProvidenceUnited States
| | - David Giesbrecht
- Department of Pathology and Laboratory Medicine, Brown UniversityProvidenceUnited States
| | - Jonathan J Juliano
- Department of Epidemiology, Gillings School of Global Public Health, University of North CarolinaChapel HillUnited States
- Division of Infectious Diseases, Department of Medicine, School of Medicine, University of North CarolinaChapel HillUnited States
- Curriculum in Genetics and Molecular Biology, School of Medicine, University of North Carolina at Chapel HillChapel HillUnited States
| | - Jonathan B Parr
- Division of Infectious Diseases, Department of Medicine, School of Medicine, University of North CarolinaChapel HillUnited States
- Curriculum in Genetics and Molecular Biology, School of Medicine, University of North Carolina at Chapel HillChapel HillUnited States
| | - Jeffrey A Bailey
- Center for Computational Molecular Biology, Brown UniversityProvidenceUnited States
- Warren Alpert Medical School, Brown UniversityProvidenceUnited States
- Department of Pathology and Laboratory Medicine, Brown UniversityProvidenceUnited States
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17
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Lamsfus Calle C, Schaumburg F, Rieck T, Nkoma Mouima AM, Martinez de Salazar P, Breil S, Behringer J, Kremsner PG, Mordmüller B, Fendel R. Slow clearance of histidine-rich protein-2 in Gabonese with uncomplicated malaria. Microbiol Spectr 2024; 12:e0099424. [PMID: 39194289 PMCID: PMC11449231 DOI: 10.1128/spectrum.00994-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Accepted: 07/31/2024] [Indexed: 08/29/2024] Open
Abstract
Malaria rapid diagnostic tests (RDTs), which detect Plasmodium falciparum (Pf)-specific histidine-rich protein-2 (HRP2), have increasing importance for the diagnosis and control of malaria, especially also in regions where routine diagnosis by microscopy is not available. HRP2-based RDTs have a similar sensitivity to expert microscopy, but their reported low specificity can lead to high false positivity rates, particularly in high-endemic areas. Despite the widespread use of RDTs, models investigating the dynamics of HRP2 clearance following Pf treatment focus rather on short-term clearance of the protein. The goal of this observational cohort study was to determine the long-term kinetic of HRP2-levels in peripheral blood after treatment of uncomplicated malaria cases with Pf mono-infection using a 3-day course of artesunate/amodiaquine. HRP2 levels were quantified at enrollment and on days 1, 2, 3, 5, 7, 12, 17, 22, and 28 post-treatment initiation. The findings reveal an unexpectedly prolonged clearance of HRP2 after parasite clearance from capillary blood. Terminal HRP2 half-life was estimated to be 9 days after parasite clearance using a pharmacokinetic two-compartmental elimination model. These results provide evidence that HRP2 clearance has generally been underestimated, as the antigen remains detectable in capillary blood for up to 28 days following successful treatment, influencing RDT-based assessment following a malaria treatment for weeks. A better understanding of the HRP2 clearance dynamics is critical for guiding the diagnosis of malaria when relying on RDTs. IMPORTANCE Detecting Plasmodium falciparum, the parasite responsible for the severest form of malaria, typically involves microscopy, polymerase chain reaction (PCR), or rapid diagnostic tests (RDTs) targeting the histidine-rich protein 2 or 3 (HRP2/3). While microscopy and PCR quickly turn negative after the infection is cleared, HRP2 remains detectable for a prolonged period. The exact duration of HRP2 persistence had not been well defined. Our study in Gabon tracked HRP2 levels over 4 weeks, resulting in a new model for antigen clearance. We discovered that a two-compartment model accurately predicts HRP2 levels, revealing an initial rapid reduction followed by a much slower elimination phase that can take several weeks. These findings are crucial for interpreting RDT results, as lingering HRP2 can lead to false positives, impacting malaria diagnosis and treatment decisions.
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Affiliation(s)
- Carlos Lamsfus Calle
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- German Center for
Infection Research (DZIF), Partner Site
Tübingen,
Tübingen, Germany
| | - Frieder Schaumburg
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
- Institute of Medical
Microbiology, University Hospital
Münster,
Münster, Germany
| | - Thorsten Rieck
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
| | - Anne Marie Nkoma Mouima
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
| | - Pablo Martinez de Salazar
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
- Swiss Tropical and
public Health Institute,
Allschwil, Switzerland
| | - Saskia Breil
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
| | | | - Peter G. Kremsner
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- German Center for
Infection Research (DZIF), Partner Site
Tübingen,
Tübingen, Germany
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
| | - Benjamin Mordmüller
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
- Department of Medical
Microbiology, Radboud University Medical
Center, Nijmegen, the
Netherlands
| | - Rolf Fendel
- Institute of Tropical
Medicine, University of
Tübingen, Tübingen,
Germany
- German Center for
Infection Research (DZIF), Partner Site
Tübingen,
Tübingen, Germany
- Centre de Recherches
Médicales de
Lambaréné,
Lambaréné, Gabon
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18
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Apinjoh TO, Tangi LN, Oriero EC, Drammeh S, Ntui-Njock VN, Etoketim B, Chi HF, Kwi PN, Njie B, Oboh MA, Achidi EA, Amambua-Ngwa A. Histidine-rich protein (hrp) 2-based RDT false-negatives and Plasmodium falciparum hrp 2 and 3 gene deletions in low, seasonal and intense perennial transmission zones in Cameroon: a cross - sectional study. BMC Infect Dis 2024; 24:1080. [PMID: 39350071 PMCID: PMC11443727 DOI: 10.1186/s12879-024-09935-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND False negative rapid diagnostic tests (RDTs) accruing to the non-detection of Plasmodium falciparum histidine-rich protein 2/3 (Pfhrp2/3) is threatening the diagnosis and management of malaria. Although regular monitoring is necessary to gauge the level of efficacy of the tool, studies in Cameroon remain limited. This study assessed Plasmodium spp. prevalence and Pfhrp2/3 gene deletions across ecological and transmission zones in Cameroon. METHODS This is a cross-sectional, multi-site, community- and hospital- based study, in 21 health facilities and 14 communities covering all five ecological settings in low seasonal (LS) and intense perennial (IPT) malaria transmission zones between 2019 and 2021. Participants were screened for malaria parasite using Pfhrp2 RDT and light microscopic examination of thick peripheral blood smears. DNA was extracted from dried blood spot using chelex®-100 and P. falciparum confirmed using varATS real-time quantitative Polymerase Chain Reaction (qPCR), P. malariae and P. ovale by real-time qPCR of Plasmepsin gene, and P. vivax using a commercial kit. Isolates with amplified Pfcsp and Pfama-1 genes were assayed for Pfhrp 2/3 gene deletions by conventional PCR. RESULTS A total of 3,373 participants enrolled, 1,786 Plasmodium spp. infected, with 77.4% P. falciparum. Discordant RDT and qPCR results (False negatives) were reported in 191 (15.7%) P. falciparum mono-infected samples from LS (29%, 42) and IPT (13.9%, 149). The Pfhrp2+/Pfhrp3 + genotype was most frequent, similar between LS (5.5%, 8/145) and IPT (6.0%, 65/1,076). Single Pfhrp2 and Pfhrp3 gene deletions occurred in LS (0.7%, 1/145 each) and IPT (3.6%, 39/1,076 vs. 2.9%, 31/1,076), respectively. Whilst a single sample harboured Pfhrp2-/Pfhrp3- genotype in LS, 2.4% (26/1,076) were double deleted at IPT. Pfhrp2+/Pfhrp3- (0.3%, 3/1,076) and Pfhrp2-/Pfhrp3+ (1.2%, 13/1,076) genotypes were only observed in IPT. Pfhrp2, Pfhrp3 deletions and Pfhrp2-/Pfhrp3- genotype accounted for 78.8% (26), 69.7% (23) and 63.6% (21) RDT false negatives, respectively. CONCLUSION Plasmodium falciparum remains the most dominant and widely distributed Plasmodium species across transmission and ecological zones in Cameroon. Although the low prevalence of Pfhrp2/3 gene deletions supports the continued use of HRP2-based RDTs for routine malaria diagnosis, the high proportion of false-negatives due to gene deleted parasites necessitates continued surveillance to inform control and elimination efforts.
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Affiliation(s)
- Tobias Obejum Apinjoh
- Department of Biochemistry and Molecular Biology, University of Buea, Buea, Cameroon.
- Department of Chemical and Biological Engineering, The University of Bamenda, Bambili, Cameroon.
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia.
| | - Livinus Ngu Tangi
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
- Department of Microbiology and Parasitology, University of Buea, Buea, Cameroon
| | - Eniyou Cheryll Oriero
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Sainabou Drammeh
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | | | - Blessed Etoketim
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Hanesh Fru Chi
- Department of Microbiology and Parasitology, University of Buea, Buea, Cameroon
| | - Pilate Nkineh Kwi
- Department of Biochemistry and Molecular Biology, University of Buea, Buea, Cameroon
| | - Bekai Njie
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Mary Aigbiremo Oboh
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia
| | - Eric Akum Achidi
- Department of Biochemistry and Molecular Biology, University of Buea, Buea, Cameroon
| | - Alfred Amambua-Ngwa
- Medical Research Council Unit, The Gambia at London School of Hygiene and Tropical Medicine, Fajara, The Gambia.
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19
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Molina-de la Fuente I, Tahita MC, Bérenger K, Ta Tang TH, García L, González V, Benito A, Hübschen JM, Tinto H, Berzosa P. Malaria diagnosis challenges and pfhrp2 and pfhrp3 gene deletions using pregnant women as sentinel population in Nanoro region, Burkina Faso. Pathog Glob Health 2024; 118:481-491. [PMID: 39140699 PMCID: PMC11441055 DOI: 10.1080/20477724.2024.2388489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2024] Open
Abstract
Malaria in pregnancy causes adverse consequences and prompt and accurate diagnosis is essential for case management. In malaria endemic countries, diagnosis is mainly based on rapid diagnostic tests (RDT) and microscopy. However, increasing reports of false negatives caused by low parasitemia and pfhrp2/3 deletions raise concerns about HRP2-based RDT usefulness. This study aimed to assess RDT and microscopy performance and to describe pfhrp2/3 deletions in a cohort of 418 pregnant women in Burkina Faso. Malaria was diagnosed using RDT and microscopy and blood samples were collected during antenatal care visits. Diagnostic results were compared to PCR as gold standard. Pfhrp2 and pfhrp3 deletions were characterized for patients with confirmed P. falciparum infection. RDT had better sensitivity (76%) but lower specificity (83%) than microscopy (sensitivity = 57%; specificity = 98%). Low parasitemia (<150 parasites/µL), especially in multigravidae, was the principal factor causing false negatives by both methods. Moreover, pfhrp2 deletion frequency among overall false negatives by RDT was 21.43%. Higher frequency of deletions was found among all samples, independently of RDT result, for example around 2% of samples had double deletions meaning that the majority of deletions had no effect on RDT testing. Finally, it was found higher pfhrp2 deletion in women with lower uterine height during the first trimester. Wider and National surveillance study of deletions is recommended among pregnant women and in Burkina Faso.
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Affiliation(s)
- Irene Molina-de la Fuente
- Department of Biomedicine and Biotechnology, School of Pharmacy, University of Alcalá, Madrid, Spain
- Malaria and Neglected Tropical Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain
- CIBERINFEC - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Marc Christian Tahita
- Clinical Research Unit of Nanoro, Nanoro, Burkina Faso
- Institut de Recherche en Sciences de la Sante/Direction Régionale du Centre-Ouest, Bobo Dioulasso, Burkina Faso
| | - Kabore Bérenger
- Clinical Research Unit of Nanoro, Nanoro, Burkina Faso
- Institut de Recherche en Sciences de la Sante/Direction Régionale du Centre-Ouest, Bobo Dioulasso, Burkina Faso
| | - Thuy Huong Ta Tang
- Malaria and Neglected Tropical Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain
- CIBERINFEC - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Luz García
- Malaria and Neglected Tropical Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain
- CIBERINFEC - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Vicenta González
- Malaria and Neglected Tropical Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain
- CIBERINFEC - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Agustín Benito
- Malaria and Neglected Tropical Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain
- CIBERINFEC - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Judith M Hübschen
- Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
| | - Halidou Tinto
- Clinical Research Unit of Nanoro, Nanoro, Burkina Faso
- Institut de Recherche en Sciences de la Sante/Direction Régionale du Centre-Ouest, Bobo Dioulasso, Burkina Faso
| | - Pedro Berzosa
- Malaria and Neglected Tropical Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain
- CIBERINFEC - CIBER Infectious Diseases (ISCIII), Madrid, Spain
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20
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Mandefro A, Kebede AM, Mekonen B, Katsvanga M, Cham F, Etoketim B, Oriero E, Amambua-Ngwa A, Golassa L. Novel Plasmodium falciparum histidine-rich protein 2/3 repeat type in Ethiopian malaria infection: does this affect performance of HRP2-based malaria RDT? Malar J 2024; 23:262. [PMID: 39210318 PMCID: PMC11360870 DOI: 10.1186/s12936-024-05093-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Rapid diagnostic tests (RDTs) provide quick, easy, and convenient early diagnosis of malaria ensuring better case management particularly in resource-constrained settings. Nevertheless, the efficiency of HRP2-based RDT can be compromised by Plasmodium falciparum histidine-rich protein 2/3 gene deletion and genetic diversity. This study explored the genetic diversity of PfHRP2/3 in uncomplicated malaria cases from Ethiopia. METHODS A cross-sectional study was conducted from June 2022 to March 2023 at Metehara, Zenzelema and Kolla Shele health centres, Ethiopia. Finger-prick blood samples were collected for RDT testing and microscopic examination. For molecular analysis, parasite genomic DNA was extracted from venous blood. Plasmodium falciparum was confirmed using VarATS real time PCR. Additionally, PfHRP2/3 was amplified, and DNA amplicons were sequenced using Oxford Nanopore technology. RESULTS PfHRP2/3 sequences revealed small variations in the frequency and number of amino acid repeat types per isolate across the three health centres. Twelve and eight types of amino acid repeats were identified for PfHRP2 and PfHRP3, respectively, which had been previously characterized. Repeat type 1, 4 and 7 were present in both PfHRP2 and PfHRP3 amino acid sequences. Type 2 and 7 repeats were commonly dispersed in PfHRP2, while repeat types 16 and 17 were found only in PfHRP3. A novel 17 V repeat type variant, which has never been reported in Ethiopia, was identified in six PfHRP3 amino acid sequences. The majority of the isolates, as determined by the Baker's logistic regression model, belonged to group C, of which 86% of them were sensitive to PfHRP2-based RDT. Likewise, PfHRP2-based RDT detected 100% of the isolates in group A (product of type 2 × type 7 repeats ≥ 100) and 85.7% in group B (product of types 2 × type 7 repeats 50-99) at a parasitaemia level > 250 parasite/μl. CONCLUSION This study highlights the significant diversity observed in PfHRP2 and PfHRP3 among clinical isolates of Plasmodium falciparum in Ethiopia. This emphasizes the necessity for monitoring of PfHRP2- based RDT efficacy and their repeat type distribution using a large sample size and isolates from various ecological settings.
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Affiliation(s)
- Aynalem Mandefro
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia.
- College of Natural and Computational Science, Hawassa University, Hawassa, Ethiopia.
| | | | - Bacha Mekonen
- Malaria and NTDs Research Team, Bacterial, Parasitic, and Zoonotic Diseases Research Directorate, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Mitchel Katsvanga
- Medical Research Council Unit the Gambia, London School of Hygiene and Tropical Medicine, Banjul, The Gambia
| | - Fatoumatta Cham
- Medical Research Council Unit the Gambia, London School of Hygiene and Tropical Medicine, Banjul, The Gambia
| | - Blessed Etoketim
- Medical Research Council Unit the Gambia, London School of Hygiene and Tropical Medicine, Banjul, The Gambia
| | - Eniyou Oriero
- Medical Research Council Unit the Gambia, London School of Hygiene and Tropical Medicine, Banjul, The Gambia
| | - Alfred Amambua-Ngwa
- Medical Research Council Unit the Gambia, London School of Hygiene and Tropical Medicine, Banjul, The Gambia
| | - Lemu Golassa
- Aklilu Lemma Institute of Pathobiology, Addis Ababa University, Addis Ababa, Ethiopia.
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21
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Birbeck GL, Seydel KB, Mwanza S, Tembo D, Chilombe M, Watts A, Ume-Ezeoke I, Mathews M, Patel AA, Mwenechanya M, Pensulo P, McDermott MP. Acetaminophen and Ibuprofen in Pediatric Central Nervous System Malaria: A Randomized Clinical Trial. JAMA Neurol 2024; 81:857-865. [PMID: 38857015 PMCID: PMC11165415 DOI: 10.1001/jamaneurol.2024.1677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/21/2024] [Indexed: 06/11/2024]
Abstract
Importance A third of children who survive malaria with neurological involvement (central nervous system [CNS] malaria) develop sequelae. A higher maximum temperature (Tmax) and seizures are risk factors for sequelae. Objective To compare aggressive antipyretic therapy using scheduled acetaminophen and ibuprofen vs usual care with acetaminophen alone given only for a temperature of 38.5 °C or higher. Design, Setting, and Participants This randomized clinical trial was conducted at inpatient pediatric services of 1 tertiary care and 1 district hospital in Zambia and a tertiary care center in Malawi. Included were children aged 2 to 11 years with CNS malaria (excluding those with creatinine >1.2 mg/dL), who were enrolled from 2019 to 2022. Data analysis took place from December 2022 to April 2023. Intervention The aggressive antipyretic group received acetaminophen (30 mg/kg load, then 15 mg/kg) plus ibuprofen, 10 mg/kg, every 6 hours, regardless of clinical temperature for 72 hours. The usual care group received 15 mg/kg of acetaminophen as needed every 6 hours for a temperature of 38.5 °C or higher. Main Outcomes and Measures The primary outcome variable was Tmax over 72 hours, the total duration of follow-up. Secondary outcomes included seizures and parasite clearance. Results Five hundred fifty-three patients were screened, 226 (40.9%) were ineligible, and 57 (10.3%) declined. A total 256 participants (n = 128/group) had a mean (SD) age of 4.3 (2.1) years; 115 (45%) were female, and 141 (55%) were male. The aggressive antipyretic group had a lower Tmax, 38.6 vs 39.2 °C (difference, -0.62 °C; 95% CI, -0.82 to -0.42; P < .001) and lower odds of experiencing multiple or prolonged seizures, 10 (8%) vs 34 children (27%) in the usual care group (odds ratio [OR], 0.26; 95% CI, 0.12 to 0.56). No group difference in parasite clearance time was detected. Severe adverse events occurred in 40 children (15%), 25 (20%) in the usual care group and 15 (12%) in the aggressive antipyretic group, including 13 deaths (10 [8%] and 3 [2%], respectively). Increased creatinine resulted in study drug discontinuation in 8 children (6%) in the usual care group and 13 children (10%) in the aggressive antipyretic group (OR, 1.74; 95% CI, 0.63 to 5.07). Conclusions and Relevance This study found that aggressive antipyretic therapy reduced mean Tmax to temperature levels comparable with the Tmax among children without neurological impairments in prior observational studies and improved acute seizure outcomes with no prolongation of parasitemia. Trial Registration ClinicalTrials.gov Identifier: NCT03399318.
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Affiliation(s)
- Gretchen L. Birbeck
- Epilepsy Division, Department of Neurology, University of Rochester, Rochester, New York
- University Teaching Hospitals Neurology Research Office, Lusaka, Zambia
- Department of Paediatrics and Child Health, University Teaching Hospitals Children’s Hospital, Lusaka, Zambia
| | - Karl B. Seydel
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
- Department of Osteopathic Medical Specialties, College of Osteopathic Medicine, Michigan State University, East Lansing
| | - Suzanna Mwanza
- Department of Paediatrics and Child Health, Chipata Central Hospital, Chipata, Zambia
| | - Derby Tembo
- University Teaching Hospitals Neurology Research Office, Lusaka, Zambia
- Department of Paediatrics and Child Health, Chipata Central Hospital, Chipata, Zambia
- Department of Paediatrics and Child Health, University Teaching Hospitals Children’s Hospital, Lusaka, Zambia
| | - Moses Chilombe
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Arthur Watts
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York
| | - Ifunanya Ume-Ezeoke
- Epilepsy Division, Department of Neurology, University of Rochester, Rochester, New York
| | - Manoj Mathews
- Department of Paediatrics and Child Health, University Teaching Hospitals Children’s Hospital, Lusaka, Zambia
| | - Archana A. Patel
- Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children’s Hospital, Harvard Medical School, Boston, Massachusetts
| | - Musaku Mwenechanya
- Department of Paediatrics and Child Health, University Teaching Hospitals Children’s Hospital, Lusaka, Zambia
| | - Paul Pensulo
- Blantyre Malaria Project, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Michael P. McDermott
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York
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22
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Bae CY, Shin YM, Kim M, Song Y, Lee HJ, Kim KH, Lee HW, Kim YJ, Kanyemba C, Lungu DK, Kang BI, Han S, Beck HP, Cho SH, Woo BM, Lim CY, Choi KH. Embedded-deep-learning-based sample-to-answer device for on-site malaria diagnosis. Front Bioeng Biotechnol 2024; 12:1392269. [PMID: 39100623 PMCID: PMC11294195 DOI: 10.3389/fbioe.2024.1392269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 06/21/2024] [Indexed: 08/06/2024] Open
Abstract
Improvements in digital microscopy are critical for the development of a malaria diagnosis method that is accurate at the cellular level and exhibits satisfactory clinical performance. Digital microscopy can be enhanced by improving deep learning algorithms and achieving consistent staining results. In this study, a novel miLab™ device incorporating the solid hydrogel staining method was proposed for consistent blood film preparation, eliminating the use of complex equipment and liquid reagent maintenance. The miLab™ ensures consistent, high-quality, and reproducible blood films across various hematocrits by leveraging deformable staining patches. Embedded-deep-learning-enabled miLab™ was utilized to detect and classify malarial parasites from autofocused images of stained blood cells using an internal optical system. The results of this method were consistent with manual microscopy images. This method not only minimizes human error but also facilitates remote assistance and review by experts through digital image transmission. This method can set a new paradigm for on-site malaria diagnosis. The miLab™ algorithm for malaria detection achieved a total accuracy of 98.86% for infected red blood cell (RBC) classification. Clinical validation performed in Malawi demonstrated an overall percent agreement of 92.21%. Based on these results, miLab™ can become a reliable and efficient tool for decentralized malaria diagnosis.
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Affiliation(s)
| | | | - Mijin Kim
- Noul Co., Ltd., Yongin-si, Republic of Korea
| | | | | | | | | | | | | | | | | | | | - Hans-Peter Beck
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Shin-Hyeong Cho
- Noul Co., Ltd., Yongin-si, Republic of Korea
- Korea Centers for Disease Control and Preventions (KCDC), Department of Malaria and Parasitic Diseases, Cheongju-si, Republic of Korea
| | - Bo Mee Woo
- Noul Co., Ltd., Yongin-si, Republic of Korea
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23
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Ewnetu Y, Badu K, Carlier L, Vera-Arias CA, Troth EV, Mutala AH, Afriyie SO, Addison TK, Berhane N, Lemma W, Koepfli C. A digital microscope for the diagnosis of Plasmodium falciparum and Plasmodium vivax, including P. falciparum with hrp2/hrp3 deletion. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0003091. [PMID: 38768243 PMCID: PMC11104649 DOI: 10.1371/journal.pgph.0003091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 03/18/2024] [Indexed: 05/22/2024]
Abstract
Sensitive and accurate malaria diagnosis is required for case management to accelerate control efforts. Diagnosis is particularly challenging where multiple Plasmodium species are endemic, and where P. falciparum hrp2/3 deletions are frequent. The Noul miLab is a fully automated portable digital microscope that prepares a blood film from a droplet of blood, followed by staining and detection of parasites by an algorithm. Infected red blood cells are displayed on the screen of the instrument. Time-to-result is approximately 20 minutes, with less than two minutes hands-on time. We evaluated the miLab among 659 suspected malaria patients in Gondar, Ethiopia, where P. falciparum and P. vivax are endemic, and the frequency of hrp2/3 deletions is high, and 991 patients in Ghana, where P. falciparum transmission is intense. Across both countries combined, the sensitivity of the miLab for P. falciparum was 94.3% at densities >200 parasites/μL by qPCR, and 83% at densities >20 parasites/μL. The miLab was more sensitive than local microscopy, and comparable to RDT. In Ethiopia, the miLab diagnosed 51/52 (98.1%) of P. falciparum infections with hrp2 deletion at densities >20 parasites/μL. Specificity of the miLab was 94.0%. For P. vivax diagnosis in Ethiopia, the sensitivity of the miLab was 97.0% at densities >200 parasites/μL (RDT: 76.8%, microscopy: 67.0%), 93.9% at densities >20 parasites/μL, and specificity was 97.6%. In Ethiopia, where P. falciparum and P. vivax were frequent, the miLab assigned the wrong species to 15/195 mono-infections at densities >20 parasites/μL by qPCR, and identified only 5/18 mixed-species infections correctly. In conclusion, the miLab was more sensitive than microscopy and thus is a valuable addition to the toolkit for malaria diagnosis, particularly for areas with high frequencies of hrp2/3 deletions.
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Affiliation(s)
- Yalemwork Ewnetu
- Department of Medical Biotechnology, Institute of Biotechnology, University of Gondar, Gondar, Ethiopia
- University of Gondar Comprehensive Specialized Hospital, Gondar, Ethiopia
| | - Kingsley Badu
- Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | | | - Claudia A. Vera-Arias
- Department of Biological Sciences & Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - Emma V Troth
- Department of Biological Sciences & Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - Abdul-Hakim Mutala
- Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Stephen Opoku Afriyie
- Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Thomas Kwame Addison
- Department of Theoretical and Applied Biology, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Nega Berhane
- Department of Medical Biotechnology, Institute of Biotechnology, University of Gondar, Gondar, Ethiopia
| | - Wossenseged Lemma
- Department of Medical Parasitology, School of Biomedical and Laboratory Sciences, Collage of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Cristian Koepfli
- Department of Biological Sciences & Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
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24
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Rogier E, Battle N, Bakari C, Seth MD, Nace D, Herman C, Barakoti A, Madebe RA, Mandara CI, Lyimo BM, Giesbrecht DJ, Popkin-Hall ZR, Francis F, Mbwambo D, Garimo I, Aaron S, Lusasi A, Molteni F, Njau R, Cunningham JA, Lazaro S, Mohamed A, Juliano JJ, Bailey JA, Udhayakumar V, Ishengoma DS. Plasmodium falciparum pfhrp2 and pfhrp3 gene deletions among patients enrolled at 100 health facilities throughout Tanzania: February to July 2021. Sci Rep 2024; 14:8158. [PMID: 38589477 PMCID: PMC11001933 DOI: 10.1038/s41598-024-58455-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 03/29/2024] [Indexed: 04/10/2024] Open
Abstract
Plasmodium falciparum with the histidine rich protein 2 gene (pfhrp2) deleted from its genome can escape diagnosis by HRP2-based rapid diagnostic tests (HRP2-RDTs). The World Health Organization (WHO) recommends switching to a non-HRP2 RDT for P. falciparum clinical case diagnosis when pfhrp2 deletion prevalence causes ≥ 5% of RDTs to return false negative results. Tanzania is a country of heterogenous P. falciparum transmission, with some regions approaching elimination and others at varying levels of control. In concordance with the current recommended WHO pfhrp2 deletion surveillance strategy, 100 health facilities encompassing 10 regions of Tanzania enrolled malaria-suspected patients between February and July 2021. Of 7863 persons of all ages enrolled and providing RDT result and blood sample, 3777 (48.0%) were positive by the national RDT testing for Plasmodium lactate dehydrogenase (pLDH) and/or HRP2. A second RDT testing specifically for the P. falciparum LDH (Pf-pLDH) antigen found 95 persons (2.5% of all RDT positives) were positive, though negative by the national RDT for HRP2, and were selected for pfhrp2 and pfhrp3 (pfhrp2/3) genotyping. Multiplex antigen detection by laboratory bead assay found 135/7847 (1.7%) of all blood samples positive for Plasmodium antigens but very low or no HRP2, and these were selected for genotyping as well. Of the samples selected for genotyping based on RDT or laboratory multiplex result, 158 were P. falciparum DNA positive, and 140 had sufficient DNA to be genotyped for pfhrp2/3. Most of these (125/140) were found to be pfhrp2+/pfhrp3+, with smaller numbers deleted for only pfhrp2 (n = 9) or only pfhrp3 (n = 6). No dual pfhrp2/3 deleted parasites were observed. This survey found that parasites with these gene deletions are rare in Tanzania, and estimated that 0.24% (95% confidence interval: 0.08% to 0.39%) of false-negative HRP2-RDTs for symptomatic persons were due to pfhrp2 deletions in this 2021 Tanzania survey. These data provide evidence for HRP2-based diagnostics as currently accurate for P. falciparum diagnosis in Tanzania.
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Affiliation(s)
- Eric Rogier
- Malaria Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Catherine Bakari
- National Institute for Medical Research, Dar Es Salaam, Tanzania
| | - Misago D Seth
- National Institute for Medical Research, Dar Es Salaam, Tanzania
| | - Douglas Nace
- Malaria Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Camelia Herman
- Malaria Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Achut Barakoti
- Malaria Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA
- CDC Foundation, Atlanta, GA, USA
| | - Rashid A Madebe
- National Institute for Medical Research, Dar Es Salaam, Tanzania
| | - Celine I Mandara
- National Institute for Medical Research, Dar Es Salaam, Tanzania
| | - Beatus M Lyimo
- National Institute for Medical Research, Dar Es Salaam, Tanzania
- Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania
| | | | | | | | | | - Issa Garimo
- National Malaria Control Programme, Dodoma, Tanzania
| | | | | | | | - Ritha Njau
- World Health Organization, Country Office, Dar Es Salaam, Tanzania
| | | | - Samwel Lazaro
- National Malaria Control Programme, Dodoma, Tanzania
| | - Ally Mohamed
- National Malaria Control Programme, Dodoma, Tanzania
| | | | | | | | - Deus S Ishengoma
- National Institute for Medical Research, Dar Es Salaam, Tanzania.
- Faculty of Pharmaceutical Sciences, Monash University, Melbourne, Australia.
- Harvard T.H Chan School of Public Health, Boston, MA, USA.
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25
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Tebben K, Yirampo S, Coulibaly D, Koné AK, Laurens MB, Stucke EM, Dembélé A, Tolo Y, Traoré K, Niangaly A, Berry AA, Kouriba B, Plowe CV, Doumbo OK, Lyke KE, Takala-Harrison S, Thera MA, Travassos MA, Serre D. Gene expression analyses reveal differences in children's response to malaria according to their age. Nat Commun 2024; 15:2021. [PMID: 38448421 PMCID: PMC10918175 DOI: 10.1038/s41467-024-46416-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 02/26/2024] [Indexed: 03/08/2024] Open
Abstract
In Bandiagara, Mali, children experience on average two clinical malaria episodes per year. However, even in the same transmission area, the number of uncomplicated symptomatic infections, and their parasitemia, can vary dramatically among children. We simultaneously characterize host and parasite gene expression profiles from 136 Malian children with symptomatic falciparum malaria and examine differences in the relative proportion of immune cells and parasite stages, as well as in gene expression, associated with infection and or patient characteristics. Parasitemia explains much of the variation in host and parasite gene expression, and infections with higher parasitemia display proportionally more neutrophils and fewer T cells, suggesting parasitemia-dependent neutrophil recruitment and/or T cell extravasation to secondary lymphoid organs. The child's age also strongly correlates with variations in gene expression: Plasmodium falciparum genes associated with age suggest that older children carry more male gametocytes, while variations in host gene expression indicate a stronger innate response in younger children and stronger adaptive response in older children. These analyses highlight the variability in host responses and parasite regulation during P. falciparum symptomatic infections and emphasize the importance of considering the children's age when studying and treating malaria infections.
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Affiliation(s)
- Kieran Tebben
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Salif Yirampo
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Drissa Coulibaly
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Abdoulaye K Koné
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Matthew B Laurens
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Emily M Stucke
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Ahmadou Dembélé
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Youssouf Tolo
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Karim Traoré
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Amadou Niangaly
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Andrea A Berry
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Bourema Kouriba
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Christopher V Plowe
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Ogobara K Doumbo
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Kirsten E Lyke
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Shannon Takala-Harrison
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Mahamadou A Thera
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Mark A Travassos
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - David Serre
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA.
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26
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Liu Q, Wang Y, Deng J, Yan W, Qin C, Du M, Liu M, Liu J. Association of temperature and precipitation with malaria incidence in 57 countries and territories from 2000 to 2019: A worldwide observational study. J Glob Health 2024; 14:04021. [PMID: 38385445 PMCID: PMC10882640 DOI: 10.7189/jogh.14.04021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND The transmission of malaria is known to be affected by climatic factors. However, existing studies on the impact of temperature and precipitation on malaria incidence offer no clear-cut conclusions, and there is a lack of research on a global scale. We aimed to estimate the association of temperature and precipitation with malaria incidence globally from 2000 to 2019. METHODS We used meteorological data from the National Centers for Environmental Information and malaria incidence data from the Global Burden of Disease Study 2019 to calculate effect sizes through quasi-Poisson generalised linear models while controlling for confounders. RESULTS 231.4 million malaria cases occurred worldwide in 2019. National annual average temperature and precipitation were associated with malaria incidence, with an increase in the age-standardised incidence rate (ASIR) of 2.01% (95% confidence interval (CI) = 2.00, 2.02) and 6.04% (95% CI = 6.00, 6.09) following one unit increase of national annual average temperature and precipitation. In subgroup analysis, we found that malaria incidence in Asian countries was most affected by temperature, while the incidence in African countries was most affected by precipitation (P < 0.05). Stratified by age, children under five were most affected by both temperature and precipitation (P < 0.05). We additionally found that the impact of the national annual average temperature on malaria incidence increased over time (P < 0.05). CONCLUSIONS We advocate for a comprehensive approach to malaria prevention, focussed on addressing the impact of climate factors through international collaboration, adaptive measures, and targeted interventions for vulnerable populations.
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Affiliation(s)
- Qiao Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Yaping Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Jie Deng
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Wenxin Yan
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Chenyuan Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Min Du
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Min Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Haidian District, Beijing, China
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Haidian District, Beijing, China
- Institute for Global Health and Development, Peking University, Haidian District, Beijing, China
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27
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Poespoprodjo JR, Douglas NM, Ansong D, Kho S, Anstey NM. Malaria. Lancet 2023; 402:2328-2345. [PMID: 37924827 DOI: 10.1016/s0140-6736(23)01249-7] [Citation(s) in RCA: 81] [Impact Index Per Article: 40.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 05/22/2023] [Accepted: 06/16/2023] [Indexed: 11/06/2023]
Abstract
Malaria is resurging in many African and South American countries, exacerbated by COVID-19-related health service disruption. In 2021, there were an estimated 247 million malaria cases and 619 000 deaths in 84 endemic countries. Plasmodium falciparum strains partly resistant to artemisinins are entrenched in the Greater Mekong region and have emerged in Africa, while Anopheles mosquito vectors continue to evolve physiological and behavioural resistance to insecticides. Elimination of Plasmodium vivax malaria is hindered by impractical and potentially toxic antirelapse regimens. Parasitological diagnosis and treatment with oral or parenteral artemisinin-based therapy is the mainstay of patient management. Timely blood transfusion, renal replacement therapy, and restrictive fluid therapy can improve survival in severe malaria. Rigorous use of intermittent preventive treatment in pregnancy and infancy and seasonal chemoprevention, potentially combined with pre-erythrocytic vaccines endorsed by WHO in 2021 and 2023, can substantially reduce malaria morbidity. Improved surveillance, better access to effective treatment, more labour-efficient vector control, continued drug development, targeted mass drug administration, and sustained political commitment are required to achieve targets for malaria reduction by the end of this decade.
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Affiliation(s)
- Jeanne Rini Poespoprodjo
- Centre for Child Health and Department of Child Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; Timika Malaria Research Facility, Papuan Health and Community Development Foundation, Timika, Indonesia; Mimika District Hospital and District Health Authority, Timika, Indonesia; Global and Tropical Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia.
| | - Nicholas M Douglas
- Global and Tropical Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia; Department of Infectious Diseases, Christchurch Hospital, Te Whatu Ora Waitaha, Christchurch, New Zealand; Department of Medicine, University of Otago, Christchurch, New Zealand
| | - Daniel Ansong
- School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana
| | - Steven Kho
- Timika Malaria Research Facility, Papuan Health and Community Development Foundation, Timika, Indonesia; Global and Tropical Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia
| | - Nicholas M Anstey
- Global and Tropical Health Division, Menzies School of Health Research, Charles Darwin University, Darwin, NT, Australia; Department of Infectious Diseases, Royal Darwin Hospital, Darwin, NT, Australia
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28
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Tebben K, Yirampo S, Coulibaly D, Koné AK, Laurens MB, Stucke EM, Dembélé A, Tolo Y, Traoré K, Niangaly A, Berry AA, Kouriba B, Plowe CV, Doumbo OK, Lyke KE, Takala-Harrison S, Thera MA, Travassos MA, Serre D. Gene expression analyses reveal differences in children's response to malaria according to their age. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.24.563751. [PMID: 37961701 PMCID: PMC10634788 DOI: 10.1101/2023.10.24.563751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
In Bandiagara, Mali, children experience on average two clinical malaria episodes per season. However, even in the same transmission area, the number of uncomplicated symptomatic infections, and their parasitemia, vary dramatically among children. To examine the factors contributing to these variations, we simultaneously characterized the host and parasite gene expression profiles from 136 children with symptomatic falciparum malaria and analyzed the expression of 9,205 human and 2,484 Plasmodium genes. We used gene expression deconvolution to estimate the relative proportion of immune cells and parasite stages in each sample and to adjust the differential gene expression analyses. Parasitemia explained much of the variation in both host and parasite gene expression and revealed that infections with higher parasitemia had more neutrophils and fewer T cells, suggesting parasitemia-dependent neutrophil recruitment and/or T cell extravasation to secondary lymphoid organs. The child's age was also strongly correlated with gene expression variations. Plasmodium falciparum genes associated with age suggested that older children carried more male gametocytes, while host genes associated with age indicated a stronger innate response (through TLR and NLR signaling) in younger children and stronger adaptive immunity (through TCR and BCR signaling) in older children. These analyses highlight the variability in host responses and parasite regulation during P. falciparum symptomatic infections and emphasize the importance of considering the children's age when studying and treating malaria infections.
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Affiliation(s)
- Kieran Tebben
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine; Baltimore, USA
| | - Salif Yirampo
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Drissa Coulibaly
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Abdoulaye K. Koné
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Matthew B. Laurens
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - Emily M. Stucke
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - Ahmadou Dembélé
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Youssouf Tolo
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Karim Traoré
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Amadou Niangaly
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Andrea A. Berry
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - Bourema Kouriba
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Christopher V. Plowe
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - Ogobara K Doumbo
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Kirsten E. Lyke
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - Shannon Takala-Harrison
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - Mahamadou A. Thera
- Malaria Research and Training Center, University of Sciences, Techniques and Technologies; Bamako, Mali
| | - Mark A. Travassos
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine; Baltimore, USA
| | - David Serre
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
- Department of Microbiology and Immunology, University of Maryland School of Medicine; Baltimore, USA
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29
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Kojom Foko LP, Singh V. Malaria in pregnancy in India: a 50-year bird's eye. Front Public Health 2023; 11:1150466. [PMID: 37927870 PMCID: PMC10620810 DOI: 10.3389/fpubh.2023.1150466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 09/25/2023] [Indexed: 11/07/2023] Open
Abstract
Introduction In 2021, India contributed for ~79% of malaria cases and ~ 83% of deaths in the South East Asia region. Here, we systematically and critically analyzed data published on malaria in pregnancy (MiP) in India. Methods Epidemiological, clinical, parasitological, preventive and therapeutic aspects of MiP and its consequences on both mother and child were reviewed and critically analyzed. Knowledge gaps and solution ways are also presented and discussed. Several electronic databases including Google scholar, Google, PubMed, Scopus, Wiley Online library, the Malaria in Pregnancy Consortium library, the World Malaria Report, The WHO regional websites, and ClinicalTrials.gov were used to identify articles dealing with MiP in India. The archives of local scientific associations/journals and website of national programs were also consulted. Results Malaria in pregnancy is mainly due to Plasmodium falciparum (Pf) and P. vivax (Pv), and on rare occasions to P. ovale spp. and P. malariae too. The overall prevalence of MiP is ~0.1-57.7% for peripheral malaria and ~ 0-29.3% for placental malaria. Peripheral Pf infection at antenatal care (ANC) visits decreased from ~13% in 1991 to ~7% in 1995-1996 in Madhya Pradesh, while placental Pf infection at delivery unit slightly decreased from ~1.5% in 2006-2007 to ~1% in 2012-2015 in Jharkhand. In contrast, the prevalence of peripheral Pv infection at ANC increased from ~1% in 2006-2007 to ~5% in 2015 in Jharkhand, and from ~0.5% in 1984-1985 to ~1.5% in 2007-2008 in Chhattisgarh. Clinical presentation of MiP is diverse ranging from asymptomatic carriage of parasites to severe malaria, and associated with comorbidities and concurrent infections such as malnutrition, COVID-19, dengue, and cardiovascular disorders. Severe anemia, cerebral malaria, severe thrombocytopenia, and hypoglycemia are commonly seen in severe MiP, and are strongly associated with tragic consequences such as abortion and stillbirth. Congenital malaria is seen at prevalence of ~0-12.9%. Infected babies are generally small-for-gestational age, premature with low birthweight, and suffer mainly from anemia, thrombocytopenia, leucopenia and clinical jaundice. Main challenges and knowledge gaps to MiP control included diagnosis, relapsing malaria, mixed Plasmodium infection treatment, self-medication, low density infections and utility of artemisinin-based combination therapies. Conclusion All taken together, the findings could be immensely helpful to control MiP in malaria endemic areas.
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Damien BG, Kesteman T, Dossou-Yovo GA, Dahounto A, Henry MC, Rogier C, Remoué F. Long-Lasting Insecticide-Treated Nets Combined or Not with Indoor Residual Spraying May Not Be Sufficient to Eliminate Malaria: A Case-Control Study, Benin, West Africa. Trop Med Infect Dis 2023; 8:475. [PMID: 37888603 PMCID: PMC10611126 DOI: 10.3390/tropicalmed8100475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 10/09/2023] [Accepted: 10/09/2023] [Indexed: 10/28/2023] Open
Abstract
In sub-Saharan Africa, despite the implementation of multiple control interventions, the prevalence of malaria infection and clinical cases remains high. The primary tool for vector control against malaria in this region is the use of long-lasting insecticide-treated nets (LLINs) combined or not with indoor residual spraying (IRS) to achieve a synergistic effect in protection. The objective of this study was to assess the effectiveness of LLINs, with or without IRS, protected against Plasmodium falciparum infection and uncomplicated clinical cases (UCC) of malaria in Benin. A case-control study was conducted, encompassing all age groups, in the urban area of Djougou and the rural area of Cobly. A cross-sectional survey was conducted that included 2080 individuals in the urban area and 2770 individuals in the rural area. In the urban area, sleeping under LLINs did not confer significant protection against malaria infection and UCC when compared to no intervention. However, certain neighbourhoods benefited from a notable reduction in infection rates ranging from 65% to 85%. In the rural area, the use of LLINs alone, IRS alone, or their combination did not provide additional protection compared to no intervention. IRS alone and LLINs combined with IRS provided 61% and 65% protection against malaria infection, respectively, compared to LLINs alone. The effectiveness of IRS alone and LLINs combined with IRS against UCC was 52% and 54%, respectively, when compared to LLINs alone. In both urban and rural areas, the use of LLINs alone, IRS alone, and their combination did not demonstrate significant individual protection against malaria infection and clinical cases when compared to no intervention. In the conditions of this study, LLINs combined or not with IRS are not effective enough to eliminate malaria. In addition to the interventions, this study identified factors associated with malaria in Benin as housing design, neglected social groups like gender-marginalised individuals and adolescents, and socio-economic conditions acting as barriers to effective malaria prevention. Addressing these factors is crucial in order to facilitate malaria elimination efforts in sub-Saharan Africa.
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Affiliation(s)
- Barikissou G. Damien
- MIVEGEC (Maladies Infectieuses et Vecteurs: Ecologie, Génétique, Evolution et Contrôle), Université de Montpellier, CNRS, IRD, 911 Avenue Agropolis BP 64501, 34394 Montpellier, France; (G.A.D.-Y.); (A.D.); (M.-C.H.); (F.R.)
- Centre de Recherche Entomologique de Cotonou (CREC), Cotonou 06 BP 2604, Benin
| | - Thomas Kesteman
- Malaria Research Unit, Institute Pasteur de Madagascar, BP 1274 Avaradoha, Antananarivo 101, Madagascar; (T.K.); (C.R.)
| | - Gatien A. Dossou-Yovo
- MIVEGEC (Maladies Infectieuses et Vecteurs: Ecologie, Génétique, Evolution et Contrôle), Université de Montpellier, CNRS, IRD, 911 Avenue Agropolis BP 64501, 34394 Montpellier, France; (G.A.D.-Y.); (A.D.); (M.-C.H.); (F.R.)
- Centre de Recherche Entomologique de Cotonou (CREC), Cotonou 06 BP 2604, Benin
| | - Amal Dahounto
- MIVEGEC (Maladies Infectieuses et Vecteurs: Ecologie, Génétique, Evolution et Contrôle), Université de Montpellier, CNRS, IRD, 911 Avenue Agropolis BP 64501, 34394 Montpellier, France; (G.A.D.-Y.); (A.D.); (M.-C.H.); (F.R.)
- Centre de Recherche Entomologique de Cotonou (CREC), Cotonou 06 BP 2604, Benin
| | - Marie-Claire Henry
- MIVEGEC (Maladies Infectieuses et Vecteurs: Ecologie, Génétique, Evolution et Contrôle), Université de Montpellier, CNRS, IRD, 911 Avenue Agropolis BP 64501, 34394 Montpellier, France; (G.A.D.-Y.); (A.D.); (M.-C.H.); (F.R.)
- Centre de Recherche Entomologique de Cotonou (CREC), Cotonou 06 BP 2604, Benin
| | - Christophe Rogier
- Malaria Research Unit, Institute Pasteur de Madagascar, BP 1274 Avaradoha, Antananarivo 101, Madagascar; (T.K.); (C.R.)
- Primum Vitare, 118 Avenue Félix Faure, 75015 Paris, France
| | - Franck Remoué
- MIVEGEC (Maladies Infectieuses et Vecteurs: Ecologie, Génétique, Evolution et Contrôle), Université de Montpellier, CNRS, IRD, 911 Avenue Agropolis BP 64501, 34394 Montpellier, France; (G.A.D.-Y.); (A.D.); (M.-C.H.); (F.R.)
- Centre de Recherche Entomologique de Cotonou (CREC), Cotonou 06 BP 2604, Benin
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Fola AA, Feleke SM, Mohammed H, Brhane BG, Hennelly CM, Assefa A, Crudal RM, Reichert E, Juliano JJ, Cunningham J, Mamo H, Solomon H, Tasew G, Petros B, Parr JB, Bailey JA. Plasmodium falciparum resistant to artemisinin and diagnostics have emerged in Ethiopia. Nat Microbiol 2023; 8:1911-1919. [PMID: 37640962 PMCID: PMC10522486 DOI: 10.1038/s41564-023-01461-4] [Citation(s) in RCA: 75] [Impact Index Per Article: 37.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 07/26/2023] [Indexed: 08/31/2023]
Abstract
Diagnosis and treatment of Plasmodium falciparum infections are required for effective malaria control and are pre-requisites for malaria elimination efforts; hence we need to monitor emergence, evolution and spread of drug- and diagnostics-resistant parasites. We deep sequenced key drug-resistance mutations and 1,832 SNPs in the parasite genomes of 609 malaria cases collected during a diagnostic-resistance surveillance study in Ethiopia. We found that 8.0% (95% CI 7.0-9.0) of malaria cases were caused by P. falciparum carrying the candidate artemisinin partial-resistance kelch13 (K13) 622I mutation, which was less common in diagnostic-resistant parasites mediated by histidine-rich proteins 2 and 3 (pfhrp2/3) deletions than in wild-type parasites (P = 0.03). Identity-by-descent analyses showed that K13 622I parasites were significantly more related to each other than to wild type (P < 0.001), consistent with recent expansion and spread of this mutation. Pfhrp2/3-deleted parasites were also highly related, with evidence of clonal transmissions at the district level. Of concern, 8.2% of K13 622I parasites also carried the pfhrp2/3 deletions. Close monitoring of the spread of combined drug- and diagnostic-resistant parasites is needed.
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Affiliation(s)
- Abebe A Fola
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | | | | | | | - Christopher M Hennelly
- Institute for Global Health and Infectious Diseases, University of North Carolina, Chapel Hill, NC, USA
| | - Ashenafi Assefa
- Ethiopian Public Health Institute, Addis Ababa, Ethiopia
- Institute for Global Health and Infectious Diseases, University of North Carolina, Chapel Hill, NC, USA
| | - Rebecca M Crudal
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Emily Reichert
- Harvard T. H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Jonathan J Juliano
- Institute for Global Health and Infectious Diseases, University of North Carolina, Chapel Hill, NC, USA
| | - Jane Cunningham
- Global Malaria Programme, World Health Organization, Geneva, Switzerland
| | - Hassen Mamo
- Department of Microbial, Cellular and Molecular Biology, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | | | - Geremew Tasew
- Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Beyene Petros
- Department of Microbial, Cellular and Molecular Biology, College of Natural and Computational Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | - Jonathan B Parr
- Institute for Global Health and Infectious Diseases, University of North Carolina, Chapel Hill, NC, USA
| | - Jeffrey A Bailey
- Center for Computational Molecular Biology, Brown University, Providence, RI, USA.
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA.
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32
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Liu R, Liu T, Dan T, Yang S, Li Y, Luo B, Zhuang Y, Fan X, Zhang X, Cai H, Teng Y. AIDMAN: An AI-based object detection system for malaria diagnosis from smartphone thin-blood-smear images. PATTERNS (NEW YORK, N.Y.) 2023; 4:100806. [PMID: 37720337 PMCID: PMC10499858 DOI: 10.1016/j.patter.2023.100806] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 03/02/2023] [Accepted: 07/07/2023] [Indexed: 09/19/2023]
Abstract
Malaria is a significant public health concern, with ∼95% of cases occurring in Africa, but accurate and timely diagnosis is problematic in remote and low-income areas. Here, we developed an artificial intelligence-based object detection system for malaria diagnosis (AIDMAN). In this system, the YOLOv5 model is used to detect cells in a thin blood smear. An attentional aligner model (AAM) is then applied for cellular classification that consists of multi-scale features, a local context aligner, and multi-scale attention. Finally, a convolutional neural network classifier is applied for diagnosis using blood-smear images, reducing interference caused by false positive cells. The results demonstrate that AIDMAN handles interference well, with a diagnostic accuracy of 98.62% for cells and 97% for blood-smear images. The prospective clinical validation accuracy of 98.44% is comparable to that of microscopists. AIDMAN shows clinically acceptable detection of malaria parasites and could aid malaria diagnosis, especially in areas lacking experienced parasitologists and equipment.
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Affiliation(s)
- Ruicun Liu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Tuoyu Liu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Tingting Dan
- School of Computer Science and Engineering, South China University of Technology, Guangzhou 510600, China
| | - Shan Yang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Yanbing Li
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Boyu Luo
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Yingtan Zhuang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Xinyue Fan
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
| | - Xianchao Zhang
- Key Laboratory of Medical Electronics and Digital Health of Zhejiang Province, Jiaxing University, Jiaxing 314001, China
- Engineering Research Center of Intelligent Human Health Situation Awareness of Zhejiang Province, Jiaxing University, Jiaxing 314001, China
| | - Hongmin Cai
- School of Computer Science and Engineering, South China University of Technology, Guangzhou 510600, China
| | - Yue Teng
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China
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Haldar K, Alam MS, Koepfli C, Lobo NF, Phru CS, Islam MN, Faiz A, Khan WA, Haque R. Bangladesh in the era of malaria elimination. Trends Parasitol 2023; 39:760-773. [PMID: 37500334 DOI: 10.1016/j.pt.2023.06.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 06/06/2023] [Accepted: 06/20/2023] [Indexed: 07/29/2023]
Abstract
Bangladesh has dramatically reduced malaria by 93% from 2008 to 2020. The strategy has been district-wise, phased elimination; however, the last districts targeted for elimination include remote, forested regions which present several challenges for prevention, detection, and treatment of malaria. These districts border Myanmar which harbors Plasmodium falciparum malaria parasites resistant to artemisinins, key drugs used in artemisinin-based combination therapies (ACTs) that have been vital for control programs. Challenges in monitoring emergence of artemisinin resistance (AR), tracking parasite reservoirs, changes in vector behavior and responses to insecticides, as well as other environmental and host factors (including the migration of Forcibly Displaced Myanmar Nationals; FDMNs) may pose added hazards in the final phase of eliminating malaria in Bangladesh.
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Affiliation(s)
- Kasturi Haldar
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, IN, USA; Boler-Parseghian Center for Rare and Neglected Diseases, University of Notre Dame, Notre Dame, Indiana, IN, USA; Eck Institute of Global Health, University of Notre Dame, Notre Dame, Indiana, IN, USA.
| | - Mohammed Shafiul Alam
- Infectious Disease Division, International Center of Diarrheal Diseases, Bangladesh, (icddr, b), Dhaka, Bangladesh
| | - Cristian Koepfli
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, IN, USA; Eck Institute of Global Health, University of Notre Dame, Notre Dame, Indiana, IN, USA
| | - Neil F Lobo
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, IN, USA; Eck Institute of Global Health, University of Notre Dame, Notre Dame, Indiana, IN, USA
| | - Ching Shwe Phru
- Infectious Disease Division, International Center of Diarrheal Diseases, Bangladesh, (icddr, b), Dhaka, Bangladesh
| | | | - Abul Faiz
- Dev Care Foundation, Dhaka, Bangladesh
| | - Wasif Ali Khan
- Infectious Disease Division, International Center of Diarrheal Diseases, Bangladesh, (icddr, b), Dhaka, Bangladesh
| | - Rashidul Haque
- Infectious Disease Division, International Center of Diarrheal Diseases, Bangladesh, (icddr, b), Dhaka, Bangladesh
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Kojom Foko LP, Jakhan J, Narang G, Singh V. Global polymorphism of Plasmodium falciparum histidine rich proteins 2/3 and impact on malaria rapid diagnostic test detection: a systematic review and meta-analysis. Expert Rev Mol Diagn 2023; 23:925-943. [PMID: 37698448 DOI: 10.1080/14737159.2023.2255136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/18/2023] [Accepted: 08/10/2023] [Indexed: 09/13/2023]
Abstract
BACKGROUND This review presents an overview of field findings on sequence variation of Plasmodium falciparum histidine-rich proteins 2/3 (PfHRP2/3) for which reference types (1-24) have been identified, and its critical impact on PfHRP2-based rapid diagnostic test (RDT) detection. RESEARCH DESIGN AND METHODS This systematic review and meta-analysis was registered with PROSPERO, CRD42022316027, and conducted as per the PRISMA guidelines, and the methodological quality of studies was assessed. RESULTS Of the 2184 records identified, 34 studies were included mostly from Africa (47.1%) and Asia (35.3%). The reference PfHRP2 types 1, 2, 3, 6, and 7 are invariably found at proportions ≥ 80-100% in all areas with the exception of The Americas where their proportion is very low. The proteins exhibited high diversity of variants/unknown types, especially for types 1, 2, 4, and 7. Eleven major PfHRP2 epitopes were found at pooled proportion > 90%. The existing models to predict RDT detection are greatly limited by the impact of factors such as low (very low) parasitemia, RDT brand, and PfHRP3 cross-reactivity. PfHRP2 length and presence/number of a given reference repeat type/variant did not seem to impact RDT detection. CONCLUSIONS PfHRP2/3 are highly polymorphic and current findings are insufficient, conflicting and not convincing enough to conclude on the role of PfHRP2/3 sequence polymorphism in PfHRP2-based RDT detection.
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Affiliation(s)
- Loick P Kojom Foko
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, India
| | - Jahnvi Jakhan
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, India
| | - Geetika Narang
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, India
| | - Vineeta Singh
- Parasite and Host Biology Group, ICMR-National Institute of Malaria Research, Dwarka, India
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González-Sanz M, Berzosa P, Norman FF. Updates on Malaria Epidemiology and Prevention Strategies. Curr Infect Dis Rep 2023; 25:1-9. [PMID: 37361492 PMCID: PMC10248987 DOI: 10.1007/s11908-023-00805-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2023] [Indexed: 06/28/2023]
Abstract
Purpose of Review The objective of this review was to provide an update on recent malaria epidemiology, both globally and in non-endemic areas, to identify the current distribution and repercussions of genetically diverse Plasmodium species and summarize recently implemented intervention and prevention tools. Recent Findings Notable changes in malaria epidemiology have occurred in recent years, with an increase in the number of total cases and deaths globally during 2020-2021, in part attributed to the COVID-19 pandemic. The emergence of artemisinin-resistant species in new areas and the expanding distribution of parasites harbouring deletions of the pfhrp2/3 genes have been concerning. New strategies to curb the burden of this infection, such as vaccination, have been implemented in certain endemic areas and their performance is currently being evaluated. Summary Inadequate control of malaria in endemic regions may have an effect on imported malaria and measures to prevent re-establishment of transmission in malaria-free areas are essential. Enhanced surveillance and investigation of Plasmodium spp. genetic variations will contribute to the successful diagnosis and treatment of malaria in future. Novel strategies for an integrated One Health approach to malaria control should also be strengthened.
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Affiliation(s)
- Marta González-Sanz
- Infectious Diseases Department, National Referral Unit for Tropical Diseases, Ramón y Cajal University Hospital, IRYCIS, Universidad de Alcalá, CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Pedro Berzosa
- Malaria and Neglected Tropical Diseases Laboratory, National Centre for Tropical Medicine, Carlos III Health Institute, CIBER de Enfermedades Infecciosas, Madrid, Spain
| | - Francesca F. Norman
- Infectious Diseases Department, National Referral Unit for Tropical Diseases, Ramón y Cajal University Hospital, IRYCIS, Universidad de Alcalá, CIBER de Enfermedades Infecciosas, Madrid, Spain
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Low Prevalence of Plasmodium falciparum Histidine-Rich Protein 2 and 3 Gene Deletions—A Multiregional Study in Central and West Africa. Pathogens 2023; 12:pathogens12030455. [PMID: 36986377 PMCID: PMC10054520 DOI: 10.3390/pathogens12030455] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/02/2023] [Accepted: 03/07/2023] [Indexed: 03/15/2023] Open
Abstract
Plasmodium falciparum parasites carrying deletions of histidine-rich protein 2 and 3 genes, pfhrp2 and pfhrp3, respectively, are likely to escape detection via HRP2-based rapid diagnostic tests (RDTs) and, consequently, treatment, posing a major risk to both the health of the infected individual and malaria control efforts. This study assessed the frequency of pfhrp2- and pfhrp3-deleted strains at four different study sites in Central Africa (number of samples analyzed: Gabon N = 534 and the Republic of Congo N = 917) and West Africa (number of samples analyzed: Nigeria N = 466 and Benin N = 120) using a highly sensitive multiplex qPCR. We found low prevalences for pfhrp2 (1%, 0%, 0.03% and 0) and pfhrp3 single deletions (0%, 0%, 0.03% and 0%) at all study sites (Gabon, the Republic of Congo, Nigeria and Benin, respectively). Double-deleted P. falciparum were only found in Nigeria in 1.6% of all internally controlled samples. The results of this pilot investigation do not point towards a high risk for false-negative RDT results due to pfhrp2/pfhrp3 deletions in Central and West African regions. However, as this scenario can change rapidly, continuous monitoring is essential to ensure that RDTs remain a suitable tool for the malaria diagnostic strategy.
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Okanda D, Ndwiga L, Osoti V, Achieng N, Wambua J, Ngetsa C, Lubell-Doughtie P, Shankar A, Bejon P, Ochola-Oyier LI. Low frequency of Plasmodium falciparum hrp2/3 deletions from symptomatic infections at a primary healthcare facility in Kilifi, Kenya. FRONTIERS IN EPIDEMIOLOGY 2023; 3:1083114. [PMID: 38455911 PMCID: PMC10910971 DOI: 10.3389/fepid.2023.1083114] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 01/23/2023] [Indexed: 03/09/2024]
Abstract
There is a growing concern for malaria control in the Horn of Africa region due to the spread and rise in the frequency of Plasmodium falciparum Histidine-rich Protein (hrp) 2 and 3 deletions. Parasites containing these gene deletions escape detection by the major PfHRP2-based rapid diagnostic test. In this study, the presence of Pfhrp2/3 deletions was examined in uncomplicated malaria patients in Kilifi County, from a region of moderate-high malaria transmission. 345 samples were collected from the Pingilikani dispensary in 2019/2020 during routine malaria care for patients attending this primary health care facility. The Carestart™ RDT and microscopy were used to test for malaria. In addition, qPCR was used to confirm the presence of parasites. In total, 249 individuals tested positive for malaria by RDT, 242 by qPCR, and 170 by microscopy. 11 samples that were RDT-negative and microscopy positive and 25 samples that were qPCR-positive and RDT-negative were considered false negative tests and were examined further for Pfhrp2/3 deletions. Pfhrp2/3-negative PCR samples were further genotyped at the dihydrofolate reductase (Pfdhfr) gene which served to further confirm that parasite DNA was present in the samples. The 242 qPCR-positive samples (confirmed the presence of DNA) were also selected for Pfhrp2/3 genotyping. To determine the frequency of false negative results in low parasitemia samples, the RDT- and qPCR-negative samples were genotyped for Pfdhfr before testing for Pfhrp2/3. There were no Pfhrp2 and Pfhrp3 negative but positive for dhfr parasites in the 11 (RDT negative and microscopy positive) and 25 samples (qPCR-positive and RDT-negative). In the larger qPCR-positive sample set, only 5 samples (2.1%) were negative for both hrp2 and hrp3, but positive for dhfr. Of the 5 samples, there were 4 with more than 100 parasites/µl, suggesting true hrp2/3 deletions. These findings revealed that there is currently a low prevalence of Pfhrp2 and Pfhrp3 deletions in the health facility in Kilifi. However, routine monitoring in other primary health care facilities across the different malaria endemicities in Kenya is urgently required to ensure appropriate use of malaria RDTs.
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Affiliation(s)
- Dorcas Okanda
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Leonard Ndwiga
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Victor Osoti
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Nicole Achieng
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Juliana Wambua
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Caroline Ngetsa
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | | | - Anuraj Shankar
- Nuffield Department of Medicine, Centre for Clinical Vaccinology and Tropical Medicine, Churchill Hospital, University of Oxford, Oxford, United Kingdom
| | - Philip Bejon
- Biosciences Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Nuffield Department of Medicine, Centre for Clinical Vaccinology and Tropical Medicine, Churchill Hospital, University of Oxford, Oxford, United Kingdom
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Oulton T, Mahamar A, Sanogo K, Diallo M, Youssouf A, Niambele SM, Samaké S, Keita S, Sinaba Y, Sacko A, Traore SF, Lanke K, Collins KA, Bradley J, Drakeley C, Stone WJR, Dicko A. Persistence of Plasmodium falciparum HRP-2 antigenaemia after artemisinin combination therapy is not associated with gametocytes. Malar J 2022; 21:372. [PMID: 36474274 PMCID: PMC9724264 DOI: 10.1186/s12936-022-04387-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 11/16/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND In some settings, sensitive field diagnostic tools may be needed to achieve elimination of falciparum malaria. To this end, rapid diagnostic tests (RDTs) based on the detection of the Plasmodium falciparum protein HRP-2 are being developed with increasingly lower limits of detection. However, it is currently unclear how parasite stages that are unaffected by standard drug treatments may contribute to HRP-2 detectability and potentially confound RDT results even after clearance of blood stage infection. This study assessed the detectability of HRP-2 in periods of post-treatment residual gametocytaemia. METHODS A cohort of 100 P. falciparum infected, gametocyte positive individuals were treated with or without the gametocytocidal drug primaquine (PQ), alongside standard artemisinin-based combination therapy (ACT), in the context of a randomised clinical trial in Ouelessebougou, Mali. A quantitative ELISA was used to measure levels of HRP-2, and compared time to test negativity using a standard and ultra-sensitive RDT (uRDT) between residual gametocyte positive and negative groups. RESULTS Time to test negativity was longest by uRDT, followed by ELISA and then standard RDT. No significant difference in time to negativity was found between the treatment groups with and without residual gametocytes: uRDT (HR 0.79 [95% CI 0.52-1.21], p = 0.28), RDT (HR 0.77 [95% CI 0.51-1.15], p = 0.20) or ELISA (HR 0.88 [95% CI 0.59-1.32], p = 0.53). Similarly, no difference was observed when adjusting for baseline asexual parasite density. Quantified levels of HRP-2 over time were similar between groups, with differences attributable to asexual parasite densities. Furthermore, no difference in levels of HRP-2 was found between individuals who were or were not infectious to mosquitoes (OR 1.19 [95% CI 0.98-1.46], p = 0.077). CONCLUSIONS Surviving sexual stage parasites after standard ACT treatment do not contribute to the persistence of HRP-2 antigenaemia, and appear to have little impact on RDT results.
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Affiliation(s)
- Tate Oulton
- Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, UK
| | - Almahamoudou Mahamar
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Koualy Sanogo
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Makonon Diallo
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Ahamadou Youssouf
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Sidi M Niambele
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Siaka Samaké
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Sekouba Keita
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Youssouf Sinaba
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Adama Sacko
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Sekou F Traore
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
| | - Kjerstin Lanke
- Department of Medical Microbiology and Radboud Center for Infectious Diseases, Radboud University Medical Center, University of Nijmegen, Nijmegen, The Netherlands
| | - Katharine A Collins
- Department of Medical Microbiology and Radboud Center for Infectious Diseases, Radboud University Medical Center, University of Nijmegen, Nijmegen, The Netherlands
| | - John Bradley
- MRC International Statistics and Epidemiology Group, London School of Hygiene and Tropical Medicine, London, UK
| | - Chris Drakeley
- Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, UK
| | - Will J R Stone
- Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, UK.
| | - Alassane Dicko
- Malaria Research and Training Centre, Faculty of Pharmacy and Faculty of Medicine and Dentistry, University of Sciences Techniques and Technologies of Bamako, Bamako, Mali
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Rogier E, Bakari C, Mandara CI, Chiduo MG, Plucinski M, Nace D, Battle N, Chacky F, Rumisha SF, Molteni F, Mandike R, Mkude S, Njau R, Mohamed A, Udhayakumar V, Ishengoma DS. Performance of antigen detection for HRP2-based malaria rapid diagnostic tests in community surveys: Tanzania, July-November 2017. Malar J 2022; 21:361. [PMID: 36457087 PMCID: PMC9714097 DOI: 10.1186/s12936-022-04383-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 11/12/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Malaria rapid diagnostic tests (RDTs) based on the detection of the Plasmodium falciparum histidine-rich protein 2 (HRP2) antigen are widely used for detection of active infection with this parasite and are the only practical malaria diagnostic test in some endemic settings. External validation of RDT results from field surveys can confirm appropriate RDT performance. METHODS A community-based cross-sectional survey was conducted between July and November 2017 enrolling participants of all ages in households from 15 villages in four border regions of Tanzania: Geita, Kigoma, Mtwara and Ruvuma. All participants had an RDT performed in the field and provided a blood sample for later laboratory multiplex antigen detection of HRP2. In assessing the continuous HRP2 levels in participant blood versus RDT result, dose-response logistic regression provided quantitative estimates for HRP2 limit of detection (LOD). RESULTS From the 15 study villages, 6941 persons were enrolled that had a RDT at time of enrollment and provided a DBS for later laboratory antigen detection. RDT positive prevalence for the HRP2 band by village ranged from 20.0 to 43.6%, but the magnitude of this prevalence did not have an effect on the estimated LOD of RDTs utilized in different villages. Overall, HRP2 single-target tests had a lower LOD at the 95% probability of positive RDT (4.3 ng/mL; 95% CI 3.4-5.4) when compared to pLDH/HRP2 dual target tests (5.4 ng/mL; 4.5-6.3), though this difference was not significant. With the exception of one village, all other 14 villages (93.3%) showed RDT LOD estimates at 90% probability of positive RDT between 0.5 and 12.0 ng/mL. CONCLUSIONS Both HRP2-only and pLDH/HRP2 combo RDTs utilized in a 2017 Tanzania cross-sectional survey of border regions generally performed well, and reliably detected HRP2 antigen in the low ng/mL range. Though single target tests had lower levels of HRP2 detection, both tests were within similar ranges among the 15 villages. Comparison of quantitative HRP2 detection limits among study sites can help interpret RDT testing results when generating population prevalence estimates for malaria infection.
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Affiliation(s)
- Eric Rogier
- Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, GA, 30029, USA.
| | - Catherine Bakari
- grid.416716.30000 0004 0367 5636National Institute for Medical Research (NIMR), Dar es Salaam, Tanzania
| | - Celine I. Mandara
- grid.416716.30000 0004 0367 5636National Institute for Medical Research (NIMR), Dar es Salaam, Tanzania
| | - Mercy G. Chiduo
- grid.416716.30000 0004 0367 5636National Institute for Medical Research, Tanga Research Centre, Tanga, Tanzania
| | - Mateusz Plucinski
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, GA 30029 USA
| | - Douglas Nace
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, GA 30029 USA
| | - Nastassia Battle
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, GA 30029 USA ,grid.474959.20000 0004 0528 628XCDC Foundation, Atlanta, GA USA
| | - Franky Chacky
- grid.415734.00000 0001 2185 2147National Malaria Control Programme, Dodoma, Tanzania
| | - Susan F. Rumisha
- grid.416716.30000 0004 0367 5636National Institute for Medical Research (NIMR), Dar es Salaam, Tanzania ,grid.414659.b0000 0000 8828 1230Malaria Atlas Project, Geospatial Health and Development, Telethon Kids Institute, Perth, WA Australia
| | | | - Renata Mandike
- grid.415734.00000 0001 2185 2147National Malaria Control Programme, Dodoma, Tanzania
| | - Sigsbert Mkude
- grid.415734.00000 0001 2185 2147National Malaria Control Programme, Dodoma, Tanzania
| | - Ritha Njau
- World Health Organization Country Office, Dar es Salaam, Tanzania
| | - Ally Mohamed
- grid.415734.00000 0001 2185 2147National Malaria Control Programme, Dodoma, Tanzania
| | - Venkatachalam Udhayakumar
- grid.416738.f0000 0001 2163 0069Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, GA 30029 USA
| | - Deus S. Ishengoma
- grid.416716.30000 0004 0367 5636National Institute for Medical Research (NIMR), Dar es Salaam, Tanzania ,grid.38142.3c000000041936754XHarvard T.H Chan School of Public Health, Boston, MA USA ,grid.1002.30000 0004 1936 7857Faculty of Pharmaceutical Sciences, Monash University, Melbourne, Australia
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Stabler TC, Dwivedi A, Shrestha B, Joshi S, Schindler T, Ouattara A, García GA, Daubenberger C, Silva JC. Gene Coverage Count and Classification (GC 3): a locus sequence coverage assessment tool using short-read whole genome sequencing data, and its application to identify and classify histidine-rich protein 2 and 3 deletions in Plasmodium falciparum. Malar J 2022; 21:357. [PMID: 36447234 PMCID: PMC9706933 DOI: 10.1186/s12936-022-04376-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Accepted: 11/10/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The ability of malaria rapid diagnostic tests (RDTs) to effectively detect active infections is being compromised by the presence of malaria strains with genomic deletions at the hrp2 and hrp3 loci, encoding the antigens most commonly targeted in diagnostics for Plasmodium falciparum detection. The presence of such deletions can be determined in publically available P. falciparum whole genome sequencing (WGS) datasets. A computational approach was developed and validated, termed Gene Coverage Count and Classification (GC3), to analyse genome-wide sequence coverage data and provide informative outputs to assess presence and coverage profile of a target locus in WGS data. GC3 was applied to detect deletions at hrp2 and hrp3 (hrp2/3) and flanking genes in different geographic regions and across time points. METHODS GC3 uses Python and R scripts to extract locus read coverage metrics from mapped WGS data according to user-defined parameters and generates relevant tables and figures. GC3 was tested using WGS data for laboratory reference strains with known hrp2/3 genotypes, and its results compared to those of a hrp2/3-specific qPCR assay. Samples with at least 25% of coding region positions with zero coverage were classified as having a deletion. Publicly available sequence data was analysed and compared with published deletion frequency estimates. RESULTS GC3 results matched the expected coverage of known laboratory reference strains. Agreement between GC3 and a hrp2/3-specific qPCR assay reported for 19/19 (100%) hrp2 deletions and 18/19 (94.7%) hrp3 deletions. Among Cambodian (n = 127) and Brazilian (n = 20) WGS datasets, which had not been previously analysed for hrp2/3 deletions, GC3 identified hrp2 deletions in three and four samples, and hrp3 deletions in 10 and 15 samples, respectively. Plots of hrp2/3 coding regions, grouped by year of sample collection, showed a decrease in median standardized coverage among Malawian samples (n = 150) suggesting the importance of a careful, properly controlled follow up to determine if an increase in frequency of deletions has occurred between 2007-2008 and 2014-2015. Among Malian (n = 90) samples, median standardized coverage was lower in 2002 than 2010, indicating widespread deletions present at the gene locus in 2002. CONCLUSIONS The GC3 tool accurately classified hrp2/3 deletions and provided informative tables and figures to analyse targeted gene coverage. GC3 is an appropriate tool when performing preliminary and exploratory assessment of locus coverage data.
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Affiliation(s)
- Thomas C Stabler
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Basel, Switzerland.
- University of Basel, Basel, Switzerland.
| | - Ankit Dwivedi
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Biraj Shrestha
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Sudhaunshu Joshi
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Tobias Schindler
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Amed Ouattara
- Malaria Research Program, Center for Vaccine Development and Global Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | | | - Claudia Daubenberger
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Joana C Silva
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
- Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, 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: 2.7] [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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The Impact of Submicroscopic Parasitemia on Malaria Rapid Diagnosis in Northeastern Tanzania, an Area with Diverse Transmission Patterns. Infect Dis Rep 2022; 14:798-809. [PMID: 36412740 PMCID: PMC9680434 DOI: 10.3390/idr14060082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 08/07/2022] [Accepted: 08/08/2022] [Indexed: 12/14/2022] Open
Abstract
Global malaria epidemiology has changed in the last decade with a substantial increase in cases and deaths being recorded. Tanzania accounts for about 4% of all cases and deaths reported in recent years. Several factors contribute to the resurgence of malaria, parasite resistance to antimalarials and mosquito resistance to insecticides being at the top of the list. The presence of sub-microscopic infections poses a significant challenge to malaria rapid diagnostic tests (mRDT). Our cross-sectional surveys in Handeni and Moshi, Tanzania assessed the effect of low parasite density on mRDT. Handeni had higher malaria prevalence by mRDT (39.6%), light microscopy (LM) (16.9%) and polymerase chain reaction (PCR) (18.5%), compared to Moshi with prevalence of 0.2%, 1.3% and 2.3%, respectively. A significant difference (p ˂ 0.001) in malaria prevalence by mRDT, LM and nested PCR was found among age groups. In comparison to all other groups, school-age children (5-15 years) had the highest prevalence of malaria. Our results show that mRDT may miss up to 6% of cases of malaria mainly due to low-density parasitemia when compared to LM and PCR. Routinely used mRDT will likely miss the sub-microscopic parasitemia which will ultimately contribute to the spread of malaria and hinder efforts of elimination.
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Molina-de la Fuente I, Yimar M, García L, González V, Amor A, Anegagrie M, Benito A, Martínez J, Moreno M, Berzosa P. Deletion patterns, genetic variability and protein structure of pfhrp2 and pfhrp3: implications for malaria rapid diagnostic test in Amhara region, Ethiopia. Malar J 2022; 21:287. [PMID: 36209103 PMCID: PMC9548178 DOI: 10.1186/s12936-022-04306-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Accepted: 09/29/2022] [Indexed: 11/10/2022] Open
Abstract
Background Although rapid diagnostic tests (RDTs) play a key role in malaria-control strategies, their efficacy has been threatened by deletion and genetic variability of the genes pfhrp2/3. This study aims to characterize the deletion, genetic patterns and diversity of these genes and their implication for malaria RDT effectiveness, as well as their genetic evolution in the Amhara region of Ethiopia. Methods The study included 354 isolates from symptomatic patients from the Amhara region of Ethiopia who tested positive by microscopy. Exon 1–2 and exon 2 of genes pfhrp2 and -3 were amplified, and exon 2 was sequenced to analyse the genetic diversity, phylogenetic relationship and epitope availability. Results The deletion frequency in exon 1–2 and exon 2 was 22 and 4.6% for pfhrp2, and 68 and 18% for pfhrp3, respectively. Double deletion frequency for pfhrp2 and pfhrp3 was 1.4%. High genetic diversity, lack of clustering by phylogenetic analysis and evidence of positive selection suggested a diversifying selection for both genes. The amino-acid sequences, classified into different haplotypes, varied widely in terms of frequency of repeats, with novel amino-acid changes. Aminoacidic repetition type 2 and type 7 were the most frequent in all the sequences. The most frequent epitopes among protein sequences were those recognized by MAbs 3A4 and C1-13. Conclusion Deletions and high amino acidic variation in pfhrp2 and pfhrp3 suggest their possible impact on RDT use in the Amhara region, and the high genetic diversity of these genes could be associated with a diversifying selection in Ethiopia. Surveillance of these genes is, therefore, essential to ensure the effectiveness of public health interventions in this region. Graphical Abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1186/s12936-022-04306-3.
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Affiliation(s)
- Irene Molina-de la Fuente
- Department of Biomedicine and Biotechnology, School of Pharmacy, University of Alcalá, Alcalá de Henares, Madrid, Spain. .,Malaria and Neglected Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain. .,Public Health and Epidemiology Research Group, School of Medicine, University of Alcalá, Alcalá de Henares, Madrid, Spain.
| | - Mulat Yimar
- College of Medicine and Health Sciences, Bahir Dar University, Bahir Dar, Ethiopia
| | - Luz García
- Malaria and Neglected Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain.,CIBERINFECT - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Vicenta González
- Malaria and Neglected Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain.,CIBERINFECT - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Arancha Amor
- Mundo Sano Foundations, Institute of Health Carlos III, Madrid, Spain
| | - Melaku Anegagrie
- Mundo Sano Foundations, Institute of Health Carlos III, Madrid, Spain
| | - Agustín Benito
- Malaria and Neglected Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain.,CIBERINFECT - CIBER Infectious Diseases (ISCIII), Madrid, Spain
| | - Javier Martínez
- Department of Biomedicine and Biotechnology, School of Pharmacy, University of Alcalá, Alcalá de Henares, Madrid, Spain
| | - Marta Moreno
- Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, UK
| | - Pedro Berzosa
- Malaria and Neglected Diseases Laboratory, National Centre of Tropical Medicine, Institute of Health Carlos III, Madrid, Spain.,CIBERINFECT - CIBER Infectious Diseases (ISCIII), Madrid, Spain
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Abstract
Severe malaria is a medical emergency. It is a major cause of preventable childhood death in tropical countries. Severe malaria justifies considerable global investment in malaria control and elimination yet, increasingly, international agencies, funders and policy makers are unfamiliar with it, and so it is overlooked. In sub-Saharan Africa, severe malaria is overdiagnosed in clinical practice. Approximately one third of children diagnosed with severe malaria have another condition, usually sepsis, as the cause of their severe illness. But these children have a high mortality, contributing substantially to the number of deaths attributed to 'severe malaria'. Simple well-established tests, such as examination of the thin blood smear and the full blood count, improve the specificity of diagnosis and provide prognostic information in severe malaria. They should be performed more widely. Early administration of artesunate and broad-spectrum antibiotics to all children with suspected severe malaria would reduce global malaria mortality.
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Affiliation(s)
- Nicholas J White
- Mahidol Oxford Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
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Rogier E, McCaffery JN, Mohamed MA, Herman C, Nace D, Daniels R, Lucchi N, Jones S, Goldman I, Aidoo M, Cheng Q, Kemenang EA, Udhayakumar V, Cunningham J. Plasmodium falciparum pfhrp2 and pfhrp3 Gene Deletions and Relatedness to Other Global Isolates, Djibouti, 2019-2020. Emerg Infect Dis 2022; 28:2043-2050. [PMID: 36148905 PMCID: PMC9514350 DOI: 10.3201/eid2810.220695] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Deletions of pfhrp2 and paralogue pfhrp3 (pfhrp2/3) genes threaten Plasmodium falciparum diagnosis by rapid diagnostic test. We examined 1,002 samples from suspected malaria patients in Djibouti City, Djibouti, to investigate pfhrp2/3 deletions. We performed assays for Plasmodium antigen carriage, pfhrp2/3 genotyping, and sequencing for 7 neutral microsatellites to assess relatedness. By PCR assay, 311 (31.0%) samples tested positive for P. falciparum infection, and 296 (95.2%) were successfully genotyped; 37 (12.5%) samples were pfhrp2+/pfhrp3+, 51 (17.2%) were pfhrp2+/pfhrp3-, 5 (1.7%) were pfhrp2-/pfhrp3+, and 203 (68.6%) were pfhrp2-/pfhrp3-. Histidine-rich protein 2/3 antigen concentrations were reduced with corresponding gene deletions. Djibouti P. falciparum is closely related to Ethiopia and Eritrea parasites (pairwise GST 0.68 [Ethiopia] and 0.77 [Eritrea]). P. falciparum with deletions in pfhrp2/3 genes were highly prevalent in Djibouti City in 2019-2020; they appear to have arisen de novo within the Horn of Africa and have not been imported.
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Predicting Plasmodium falciparum infection status in blood using a multiplexed bead-based antigen detection assay and machine learning approaches. PLoS One 2022; 17:e0275096. [PMID: 36174056 PMCID: PMC9521833 DOI: 10.1371/journal.pone.0275096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 09/10/2022] [Indexed: 11/19/2022] Open
Abstract
Background
Plasmodium blood-stage infections can be identified by assaying for protein products expressed by the parasites. While the binary result of an antigen test is sufficient for a clinical result, greater nuance can be gathered for malaria infection status based on quantitative and sensitive detection of Plasmodium antigens and machine learning analytical approaches.
Methods
Three independent malaria studies performed in Angola and Haiti enrolled persons at health facilities and collected a blood sample. Presence and parasite density of P. falciparum infection was determined by microscopy for a study in Angola in 2015 (n = 193), by qRT-PCR for a 2016 study in Angola (n = 208), and by qPCR for a 2012–2013 Haiti study (n = 425). All samples also had bead-based detection and quantification of three Plasmodium antigens: pAldolase, pLDH, and HRP2. Decision trees and principal component analysis (PCA) were conducted in attempt to categorize P. falciparum parasitemia density status based on continuous antigen concentrations.
Results
Conditional inference trees were trained using the known P. falciparum infection status and corresponding antigen concentrations, and PCR infection status was predicted with accuracies ranging from 73–96%, while level of parasite density was predicted with accuracies ranging from 59–72%. Multiple decision nodes were created for both pAldolase and HRP2 antigens. For all datasets, dichotomous infectious status was more accurately predicted when compared to categorization of different levels of parasite densities. PCA was able to account for a high level of variance (>80%), and distinct clustering was found in both dichotomous and categorical infection status.
Conclusions
This pilot study offers a proof-of-principle of the utility of machine learning approaches to assess P. falciparum infection status based on continuous concentrations of multiple Plasmodium antigens.
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Puri M, Kaur Brar H, Madan E, Srinivasan R, Rawat K, Gorthi SS, Kumari G, Sah R, Ojha SB, Panigrahi S, Dhangadamajhi G, Muthuswami R, Singh S, Madhubala R. Rapid diagnosis of Plasmodium falciparum malaria using a point-of-care loop-mediated isothermal amplification device. Front Cell Infect Microbiol 2022; 12:961832. [PMID: 36061865 PMCID: PMC9437306 DOI: 10.3389/fcimb.2022.961832] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/02/2022] [Indexed: 11/13/2022] Open
Abstract
LAMP diagnosis of malaria is simple and cost-effective with acceptable sensitivity and specificity as compared to standard diagnostic modules such as microscopy, RDTs and nested PCR, and thus its deployment for onsite screening of malaria in resource-limited regions is under consideration. However, the requirement of an electricity-operated dry bath and bulky read-out unit is still a major concern. In an effort to simplify this limitation, we have developed a portable LAMP device and fluorescence readout unit which can be used in the rapid point-of-care diagnosis of malaria. We have developed a point-of-care diagnostic LAMP device that is easy to operate by a mobile application, and the results can be quantified with a fluorescent readout unit. The diagnostic performance of the device was evaluated in 90 P. falciparum-infected clinical isolates stored at 4°C for 6-7 years and 10 freshly collected isolates from healthy volunteers. The LOD and quantitative ability of LAMP in estimating parasitemia levels were revealed with laboratory-grown P. falciparum strain (3D7). The LAMP assay performed in our device was exclusive for P. falciparum detection with sensitivity and specificity determined to be 98.89% and 100%, respectively, in clinical isolates. The LOD was documented to be 1 parasite/µl at the cut-off ADC value of 20. Parasite density estimated from ADC values showed concordance with microscopically determined parasite density of the cultured P. falciparum 3D7 strain. The LAMP assay performed in our device provides a possible portable platform for its deployment in the point-of-care diagnosis of malaria. Further validation of the quantitative ability of the assay with freshly collected or properly stored clinical samples of known parasitemia is necessary for field applicability.
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Affiliation(s)
- Madhu Puri
- School of Life Sciences, Jawaharlal Nehru University, New Delhi, India
| | | | - Evanka Madan
- School of Life Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Rajesh Srinivasan
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bengaluru, India
| | - Kapil Rawat
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bengaluru, India
| | - Sai Siva Gorthi
- Department of Instrumentation and Applied Physics, Indian Institute of Science, Bengaluru, India
| | - Geeta Kumari
- Special Centre for Molecular Medicine, Jawaharlal Nehru University, New Delhi, India
| | - Raj Sah
- Special Centre for Molecular Medicine, Jawaharlal Nehru University, New Delhi, India
| | - Sashi Bhusan Ojha
- Department of Biotechnology, Maharaja Sriram Chandra Bhanjadeo University, Baripada, India
| | - Subhendu Panigrahi
- Department of General Medicine, VSS Medical College and Hospital, Sambalpur, India
| | | | - Rohini Muthuswami
- School of Life Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Shailja Singh
- Special Centre for Molecular Medicine, Jawaharlal Nehru University, New Delhi, India
- *Correspondence: Rentala Madhubala, ; Shailja Singh,
| | - Rentala Madhubala
- School of Life Sciences, Jawaharlal Nehru University, New Delhi, India
- *Correspondence: Rentala Madhubala, ; Shailja Singh,
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Amornchai P, Hantrakun V, Wongsuvan G, Boonsri C, Yoosuk S, Nilsakul J, Blacksell SD, West TE, Lubell Y, Limmathurotsakul D. Sensitivity and specificity of DPP® Fever Panel II Asia in the diagnosis of malaria, dengue and melioidosis. J Med Microbiol 2022; 71:001584. [PMID: 35994523 PMCID: PMC7613707 DOI: 10.1099/jmm.0.001584] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 07/13/2022] [Indexed: 12/25/2022] Open
Abstract
Introduction. Rapid diagnostic tests (RDTs) that can facilitate the diagnosis of a panel of tropical infectious diseases are critically needed. DPP® Fever Panel II Asia is a multiplex lateral flow immunoassay comprising antigen and IgM panels for the diagnosis of pathogens that commonly cause febrile illness in Southeast Asia.Hypothesis/Gap Statement. Accuracy of DPP® Fever Panel II Asia has not been evaluated in clinical studies.Aim. To evaluate the sensitivity and specificity of DPP® Fever Panel II Asia for malaria, dengue and melioidosis.Methodology. We conducted a cohort-based case-control study. Both cases and controls were derived from a prospective observational study of patients presenting with community-acquired infections and sepsis in northeast Thailand (Ubon sepsis). We included 143 and 98 patients diagnosed with malaria or dengue based on a positive PCR assay and 177 patients with melioidosis based on a culture positive for Burkholderia pseudomallei. Controls included 200 patients who were blood culture-positive for Staphylococcus aureus, Escherichia coli or Klebsiella pneumoniae, and cases of the other diseases. Serum samples collected from all patients within 24 h of admission were stored and tested using the DPP® Fever Panel II Asia antigen and IgM multiplex assays. We selected cutoff values for each individual assay corresponding to a specificity of ≥95 %. When assessing diagnostic tests in combination, results were considered positive if either individual test was positive.Results. Within the DPP® Fever Panel II Asia antigen assay, a combination of pLDH and HRPII for malaria had a sensitivity of 91 % and a specificity of 97 %. The combination of dengue NS1 antigen and dengue antibody tests had a sensitivity of 61 % and a specificity of 91 %. The B. pseudomallei CPS antigen test had a sensitivity of 27 % and a specificity of 97 %. An odds ratio of 2.34 (95 % CI 1.16-4.72, P=0.02) was observed for the association between CPS positivity and mortality among melioidosis patients.Conclusion. The performance of the DPP® Fever Panel II Asia for diagnosis of malaria was high and that for dengue and melioidosis was relatively limited. For all three diseases, performance was comparable to that of other established RDTs. The potential operational advantages of a multiplex and quantitative point-of-care assay are substantial and warrant further investigation.
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Affiliation(s)
- Premjit Amornchai
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Viriya Hantrakun
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Gumphol Wongsuvan
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Chaiyaporn Boonsri
- Medical Department, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Sasinaphon Yoosuk
- Medical Department, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Jiraporn Nilsakul
- Pathology Department, Sunpasitthiprasong Hospital, Ubon Ratchathani, Thailand
| | - Stuart D. Blacksell
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - T. Eoin West
- Division of Pulmonary and Critical Care Medicine, Harborview Medical Center, University of Washington, Seattle, Washington, USA
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Yoel Lubell
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Direk Limmathurotsakul
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Department of Tropical Hygiene, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
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Komaki-Yasuda K, Kutsuna S, Kawaguchi M, Kamei M, Uchihashi K, Nakamura K, Nakamoto T, Ohmagari N, Kano S. Clinical performance testing of the automated haematology analyzer XN-31 prototype using whole blood samples from patients with imported malaria in Japan. Malar J 2022; 21:229. [PMID: 35907857 PMCID: PMC9338637 DOI: 10.1186/s12936-022-04247-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Accepted: 07/20/2022] [Indexed: 11/10/2022] Open
Abstract
Background The automated haematology analyzer XN-31 prototype (XN-31p) is a new flow cytometry-based device developed to measure the number and the ratio of malaria-infected red blood cells (MI-RBC) with a complete blood count (CBC). The XN-31p can provide results in about one minute and also can simultaneously provide information on the malaria parasite (Plasmodium) species. In this study, clinical testing of the XN-31p was performed using blood samples from patients with imported malaria in Japan. Methods Blood samples were collected from 80 patients who visited the hospital of the National Center for Global Health and Medicine, Tokyo, Japan, for malaria diagnosis from January 2017 to January 2019. The test results by the XN-31p were compared with those by other standard methods, such as microscopic observation, rapid diagnostic tests and the nested PCR. Results Thirty-three patients were diagnosed by the nested PCR as being malaria positive (28 Plasmodium falciparum, 2 Plasmodium vivax, 1 Plasmodium knowlesi, 1 mixed infection of P. falciparum and Plasmodium malariae, and 1 mixed infection of P. falciparum and Plasmodium ovale), and the other 47 were negative. The XN-31p detected 32 patients as “MI-RBC positive”, which almost matched the results by the nested PCR and, in fact, completely matched with the microscopic observations. The ratio of RBCs infected with malaria parasites as determined by the XN-31p showed a high correlation coefficient of more than 0.99 with the parasitaemia counted under microscopic observation. The XN-31p can analyse the size and nucleic acid contents of each cell, and the results were visualized on a two-dimensional cytogram termed the “M scattergram”. Information on species and developmental stages of the parasites could also be predicted from the patterns visualized in the M scattergrams. The XN-31p showed a positive coincidence rate of 0.848 with the nested PCR in discriminating P. falciparum from the other species. Conclusions The XN-31p could rapidly provide instructive information on the ratio of MI-RBC and the infecting Plasmodium species. It was regarded to be of great help for the clinical diagnosis of malaria. Supplementary Information The online version contains supplementary material available at 10.1186/s12936-022-04247-x.
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Affiliation(s)
- Kanako Komaki-Yasuda
- Department of Tropical Medicine and Malaria, Research Institute, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Satoshi Kutsuna
- Disease Control and Prevention Center of National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Miki Kawaguchi
- Sysmex Corporation, 4-4-4 Takatsukadai, Nishi-ku, Kobe, 651-2271, Japan
| | - Mina Kamei
- Sysmex Corporation, 4-4-4 Takatsukadai, Nishi-ku, Kobe, 651-2271, Japan
| | - Kinya Uchihashi
- Sysmex Corporation, 4-4-4 Takatsukadai, Nishi-ku, Kobe, 651-2271, Japan
| | - Keiji Nakamura
- Disease Control and Prevention Center of National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Takato Nakamoto
- Disease Control and Prevention Center of National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Norio Ohmagari
- Disease Control and Prevention Center of National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan
| | - Shigeyuki Kano
- Department of Tropical Medicine and Malaria, Research Institute, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo, 162-8655, Japan.
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Patel AA, Birbeck GL, Mazumdar M, Mwanza S, Nyirongo R, Berejena D, Kasolo J, Mwale T, Nambeye V, Nkole KL, Kawatu N, Zhang B, Rotenberg A. Identifying biomarkers for epilepsy after cerebral malaria in Zambian children: rationale and design of a prospective observational study. BMJ Open 2022; 12:e062948. [PMID: 35851014 PMCID: PMC9297226 DOI: 10.1136/bmjopen-2022-062948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Malaria affecting the central nervous system (CM) is a major contributor to paediatric epilepsy in resource-poor settings, with 10%-16% of survivors developing epilepsy within 2 years of infection. Despite high risk for post-malaria epilepsy (PME), biomarkers indicating which CM survivors will develop epilepsy are absent. Such biomarkers are essential to identify those at highest risk who might benefit most from close surveillance and/or preventive treatments. Electroencephalography (EEG) contains signals (specifically gamma frequency activity), which are correlated with higher risk of PME and provide a biomarker for the development of epilepsy. We propose to study the sensitivity of quantitative and qualitative EEG metrics in predicting PME, and the potential increased sensitivity of this measure with additional clinical metrics. Our goal is to develop a predictive PME index composed of EEG and clinical history metrics that are highly feasible to obtain in low-resourced regions. METHODS AND ANALYSES This prospective observational study being conducted in Eastern Zambia will recruit 250 children aged 6 months to 11 years presenting with acute CM and follow them for two years. Children with pre-existing epilepsy diagnoses will be excluded. Outcome measures will include qualitative and quantitative analysis of routine EEG recordings, as well as clinical metrics in the acute and subacute period, including histidine-rich protein 2 levels of parasite burden, depth and length of coma, presence and severity of acute seizures, presence of hypoglycaemia, maximum temperature and 1-month post-CM neurodevelopmental assessment scores. We will test the performance of these EEG and clinical metrics in predicting development of epilepsy through multivariate logistic regression analyses. ETHICS AND DISSEMINATION This study has been approved by the Boston Children's Hospital Institutional Review Board, University of Zambia Biomedical Research Ethics Committee, and National Health Research Authority of Zambia. Results will be disseminated locally in Zambia followed by publication in international, open access, peer-reviewed journals when feasible.
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Affiliation(s)
- Archana A Patel
- Neurology, Division of Epilepsy & Clinical Neurophysiology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Department of Paediatrics and Child Health, University of Zambia School of Medicine, Lusaka, Zambia
| | - Gretchen L Birbeck
- Department of Paediatrics and Child Health, University of Zambia School of Medicine, Lusaka, Zambia
- Epilepsy Division, University of Rochester Department of Neurology, Rochester, New York, USA
| | - Maitreyi Mazumdar
- Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Environmental Health, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
| | | | | | | | - Joseph Kasolo
- Paediatrics, Chipata Central Hospital, Chipata, Zambia
| | - Tina Mwale
- Paediatrics, Chipata Central Hospital, Chipata, Zambia
| | | | | | - Nfwama Kawatu
- University Teaching Hospitals- Children's Hospital, Lusaka, Zambia
| | - Bo Zhang
- Department of Neurology and ICCTR Biostatistics and Research Design Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Alexander Rotenberg
- Neurology, Division of Epilepsy & Clinical Neurophysiology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
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