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  1. Article: An Optimized GATK4 Pipeline for Plasmodium falciparum Whole Genome Sequencing Variant Calling and Analysis.

    Niaré, Karamoko / Greenhouse, Bryan / Bailey, Jeffrey A

    Research square

    2023  

    Abstract: ... ...

    Abstract Background
    Language English
    Publishing date 2023-02-14
    Publishing country United States
    Document type Preprint
    DOI 10.21203/rs.3.rs-2561857/v1
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: An optimized GATK4 pipeline for Plasmodium falciparum whole genome sequencing variant calling and analysis.

    Niaré, Karamoko / Greenhouse, Bryan / Bailey, Jeffrey A

    Malaria journal

    2023  Volume 22, Issue 1, Page(s) 207

    Abstract: Background: Accurate variant calls from whole genome sequencing (WGS) of Plasmodium falciparum infections are crucial in malaria population genomics. Here a falciparum variant calling pipeline based on GATK version 4 (GATK4) was optimized and applied to ...

    Abstract Background: Accurate variant calls from whole genome sequencing (WGS) of Plasmodium falciparum infections are crucial in malaria population genomics. Here a falciparum variant calling pipeline based on GATK version 4 (GATK4) was optimized and applied to 6626 public Illumina WGS samples.
    Methods: Control WGS and accurate PacBio assemblies of 10 laboratory strains were leveraged to optimize parameters that control the heterozygosity, local assembly region size, ploidy, mapping and base quality in both GATK HaplotypeCaller and GenotypeGVCFs. From these controls, a high-quality training dataset was generated to recalibrate the raw variant data.
    Results: On current high-quality samples (read length = 250 bp, insert size = 405-524 bp), the optimized pipeline shows improved sensitivity (86.6 ± 1.7% for SNPs and 82.2 ± 5.9% for indels) compared to the default GATK4 pipeline (77.7 ± 1.3% for SNPs; and 73.1 ± 5.1% for indels, adjusted P < 0.001) and previous variant calling with GATK version 3 (GATK3, 70.3 ± 3.0% for SNPs and 59.7 ± 5.8% for indels, adjusted P < 0.001). Its sensitivity on simulated mixed infection samples (80.8 ± 6.1% for SNPs and 78.3 ± 5.1% for indels) was again improved relative to default GATK4 (68.8 ± 6.0% for SNPs and 38.9 ± 0.7% for indels, adjusted, adjusted P < 0.001). Precision was high and comparable across all pipelines on each type of data tested. The resulting combination of high-quality SNPs and indels increases the resolution of local population population structure detection in sub-Saharan Africa. Finally, increasing ploidy improves the detection of drug resistance mutations and estimation of complexity of infection.
    Conclusions: Overall, this study provides an optimized falciparum GATK4 pipeline resource for variant calling which should help improve genomic studies of malaria.
    MeSH term(s) Plasmodium falciparum/genetics ; High-Throughput Nucleotide Sequencing/methods ; Whole Genome Sequencing/methods ; Genomics/methods ; Genome ; Polymorphism, Single Nucleotide
    Language English
    Publishing date 2023-07-07
    Publishing country England
    Document type Journal Article
    ZDB-ID 2091229-8
    ISSN 1475-2875 ; 1475-2875
    ISSN (online) 1475-2875
    ISSN 1475-2875
    DOI 10.1186/s12936-023-04632-0
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article: Strong isolation by distance and evidence of population microstructure reflect ongoing

    Connelly, Sean V / Brazeau, Nicholas F / Msellem, Mwinyi / Ngasala, Billy E / Aydemir, Özkan / Goel, Varun / Niaré, Karamoko / Giesbrecht, David J / Popkin-Hall, Zachary R / Hennelly, Christopher M / Park, Zackary / Moormann, Ann M / Ong'echa, John Michael / Verity, Robert / Mohammed, Safia / Shija, Shija J / Mhamilawa, Lwidiko E / Morris, Ulrika / Mårtensson, Andreas /
    Lin, Jessica T / Björkman, Anders / Juliano, Jonathan J / Bailey, Jeffrey A

    medRxiv : the preprint server for health sciences

    2024  

    Abstract: The Zanzibar archipelago of Tanzania has become a low-transmission area ... ...

    Abstract The Zanzibar archipelago of Tanzania has become a low-transmission area for
    Language English
    Publishing date 2024-02-13
    Publishing country United States
    Document type Preprint
    DOI 10.1101/2023.02.15.23285960
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: Characterization of a novel

    Niaré, Karamoko / Chege, Timothy / Rosenkranz, Micha / Mwai, Kennedy / Saßmannshausen, Zoe / Odera, Dennis / Nyamako, Lydia / Tuju, James / Alfred, Tiono / Waitumbi, John N / Ogutu, Bernhards / Sirima, Sodiomon B / Awandare, Gordon / Kouriba, Bourema / Rayner, Julian C / Osier, Faith H A

    Frontiers in immunology

    2023  Volume 14, Page(s) 1156806

    Abstract: Introduction: Detailed analyses of genetic diversity, antigenic variability, protein localization and immunological responses are vital for the prioritization of novel malaria vaccine candidates. Comprehensive approaches to determine the most ... ...

    Abstract Introduction: Detailed analyses of genetic diversity, antigenic variability, protein localization and immunological responses are vital for the prioritization of novel malaria vaccine candidates. Comprehensive approaches to determine the most appropriate antigen variants needed to provide broad protection are challenging and consequently rarely undertaken.
    Methods: Here, we characterized PF3D7_1136200, which we named Asparagine-Rich Merozoite Antigen (ARMA) based on the analysis of its sequence, localization and immunogenicity. We analyzed IgG and IgM responses against the common variants of ARMA in independent prospective cohort studies in Burkina Faso (N = 228), Kenya (N = 252) and Mali (N = 195) using a custom microarray, Div-KILCHIP.
    Results: We found a marked population structure between parasites from Africa and Asia. African isolates shared 34 common haplotypes, including a dominant pair although the overall selection pressure was directional (Tajima's D = -2.57; Fu and Li's F = -9.69; P < 0.02). ARMA was localized to the merozoite surface, IgG antibodies induced Fc-mediated degranulation of natural killer cells and strongly inhibited parasite growth in vitro. We found profound serological diversity, but IgG and IgM responses were highly correlated and a hierarchical clustering analysis identified only three major serogroups. Protective IgG and IgM antibodies appeared to target both cross-reactive and distinct epitopes across variants. However, combinations of IgG and IgM antibodies against selected variants were associated with complete protection against clinical episodes of malaria.
    Discussion: Our systematic strategy exploits genomic data to deduce the handful of antigen variants with the strongest potential to induce broad protection and may be broadly applicable to other complex pathogens for which effective vaccines remain elusive.
    MeSH term(s) Animals ; Humans ; Plasmodium falciparum ; Malaria, Falciparum ; Merozoites ; Antigens, Protozoan/genetics ; Protozoan Proteins ; Antigens, Surface ; Prospective Studies ; Parasites ; Malaria Vaccines ; Immunoglobulin G ; Burkina Faso
    Chemical Substances Antigens, Protozoan ; Protozoan Proteins ; Antigens, Surface ; Malaria Vaccines ; Immunoglobulin G
    Language English
    Publishing date 2023-04-14
    Publishing country Switzerland
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2606827-8
    ISSN 1664-3224 ; 1664-3224
    ISSN (online) 1664-3224
    ISSN 1664-3224
    DOI 10.3389/fimmu.2023.1156806
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  5. Article ; Online: Background malaria incidence and parasitemia during the three-dose RTS,S/AS01 vaccination series do not reduce magnitude of antibody response nor efficacy against the first case of malaria.

    Bell, Griffin J / Gyaase, Stephaney / Goel, Varun / Adu, Bright / Mensah, Benedicta / Essone, Paulin / Dosoo, David / Osei, Musah / Niare, Karamoko / Wiru, Kenneth / Brandt, Katerina / Emch, Michael / Ghansah, Anita / Asante, Kwaku Poku / Mvalo, Tisungane / Agnandji, Selidji Todagbe / Juliano, Jonathan J / Bailey, Jeffrey A

    BMC infectious diseases

    2023  Volume 23, Issue 1, Page(s) 716

    Abstract: Background: RTS,S/AS01 has been recommended by WHO for widespread implementation in medium to high malaria transmission settings. Previous analyses have noted lower vaccine efficacies in higher transmission settings, possibly due to the more rapid ... ...

    Abstract Background: RTS,S/AS01 has been recommended by WHO for widespread implementation in medium to high malaria transmission settings. Previous analyses have noted lower vaccine efficacies in higher transmission settings, possibly due to the more rapid development of naturally acquired immunity in the control group.
    Methods: To investigate a reduced immune response to vaccination as a potential mechanism behind lower efficacy in high transmission areas, we examine initial vaccine antibody (anti-CSP IgG) response and vaccine efficacy against the first case of malaria (to exclude the effect of naturally acquired immunity) using data from three study areas (Kintampo, Ghana; Lilongwe, Malawi; Lambaréné, Gabon) from the 2009-2014 phase III trial (NCT00866619). Our key exposures are parasitemia during the vaccination series and background malaria incidence. We calculate vaccine efficacy (one minus hazard ratio) using a cox-proportional hazards model and allowing for the time-varying effect of RTS,S/AS01.
    Results: We find that antibody responses to the primary three-dose vaccination series were higher in Ghana than in Malawi and Gabon, but that neither antibody levels nor vaccine efficacy against the first case of malaria varied by background incidence or parasitemia during the primary vaccination series.
    Conclusions: We find that vaccine efficacy is unrelated to infections during vaccination. Contributing to a conflicting literature, our results suggest that vaccine efficacy is also unrelated to infections before vaccination, meaning that control-group immunity is likely a major reason for lower efficacy in high transmission settings, not reduced immune responses to RTS,S/AS01. This may be reassuring for implementation in high transmission settings, though further studies are needed.
    MeSH term(s) Humans ; Antibody Formation ; Incidence ; Malaria/epidemiology ; Malaria/prevention & control ; Malaria Vaccines ; Malaria, Falciparum/epidemiology ; Malaria, Falciparum/prevention & control ; Parasitemia/epidemiology ; Plasmodium falciparum ; Vaccination ; Clinical Trials, Phase III as Topic
    Chemical Substances Malaria Vaccines
    Language English
    Publishing date 2023-10-23
    Publishing country England
    Document type Journal Article
    ZDB-ID 2041550-3
    ISSN 1471-2334 ; 1471-2334
    ISSN (online) 1471-2334
    ISSN 1471-2334
    DOI 10.1186/s12879-023-08699-7
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article: Malaria Transmission Intensity and Parasitemia during the Three-Dose RTS,S/AS01 Vaccination Series do not Reduce Magnitude of Antibody Response nor Efficacy Against the First Case of Malaria.

    Bell, Griffin J / Gyaase, Stephaney / Goel, Varun / Adu, Bright / Mensah, Benedicta / Essone, Paulin / Dosoo, David / Osei, Musah / Niare, Karamoko / Wiru, Kenneth / Brandt, Katerina / Emch, Michael / Ghansah, Anita / Asante, Kwaku Poku / Mvalo, Tisungane / Agnandji, Selidhi Todagbe / Juliano, Jonathan J / Bailey, Jeffrey A

    Research square

    2023  

    Abstract: Background: RTS,S/AS01 has been recommended by WHO for widespread implementation in medium to high malaria transmission settings. Previous analyses have noted lower vaccine efficacies in higher transmission settings, possibly due to the more rapid ... ...

    Abstract Background: RTS,S/AS01 has been recommended by WHO for widespread implementation in medium to high malaria transmission settings. Previous analyses have noted lower vaccine efficacies in higher transmission settings, possibly due to the more rapid development of naturally acquired immunity in the control group.
    Methods: To investigate a reduced immune response to vaccination as a potential mechanism behind lower efficacy in high transmission areas, we examine initial vaccine antibody (anti-CSP IgG) response and vaccine efficacy against the first case of malaria to exclude the delayed malaria effect using data from three study areas (Kintampo, Ghana; Lilongwe, Malawi; Lambaréné, Gabon) from the 2009-2014 phase III trial (NCT00866619). Our key exposures are parasitemia during the vaccination series and malaria transmission intensity. We calculate vaccine efficacy (one minus hazard ratio) using a cox-proportional hazards model and allowing for the time-varying effect of RTS,S/AS01.
    Results: We find that antibody responses to the primary three-dose vaccination series were higher in Ghana than in Malawi and Gabon, but that neither antibody levels nor vaccine efficacy against the first case of malaria varied by transmission intensity or parasitemia during the primary vaccination series.
    Conclusions: We find that vaccine efficacy is unrelated to infections during vaccination. Contributing to a conflicting literature, our results suggest that vaccine efficacy is also unrelated to infections before vaccination, meaning that delayed malaria is likely the main reason for lower efficacy in high transmission settings, not reduced immune responses. This may be reassuring for implementation in high transmission settings, though further studies are needed.
    Language English
    Publishing date 2023-05-25
    Publishing country United States
    Document type Preprint
    DOI 10.21203/rs.3.rs-2960373/v1
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  7. Article ; Online: Evolution of Partial Resistance to Artemisinins in Malaria Parasites in Uganda.

    Conrad, Melissa D / Asua, Victor / Garg, Shreeya / Giesbrecht, David / Niaré, Karamoko / Smith, Sawyer / Namuganga, Jane F / Katairo, Thomas / Legac, Jennifer / Crudale, Rebecca M / Tumwebaze, Patrick K / Nsobya, Samuel L / Cooper, Roland A / Kamya, Moses R / Dorsey, Grant / Bailey, Jeffrey A / Rosenthal, Philip J

    The New England journal of medicine

    2023  Volume 389, Issue 8, Page(s) 722–732

    Abstract: Background: Partial resistance of : Methods: We performed annual surveillance among patients who presented with uncomplicated malaria at 10 to 16 sites across Uganda from 2016 through 2022. We sequenced the gene encoding kelch 13 (: Results: By ... ...

    Abstract Background: Partial resistance of
    Methods: We performed annual surveillance among patients who presented with uncomplicated malaria at 10 to 16 sites across Uganda from 2016 through 2022. We sequenced the gene encoding kelch 13 (
    Results: By 2021-2022, the prevalence of parasites with validated or candidate resistance markers reached more than 20% in 11 of the 16 districts where surveillance was conducted. The PfK13 469Y and 675V mutations were seen in far northern Uganda in 2016-2017 and increased and spread thereafter, reaching a combined prevalence of 10 to 54% across much of northern Uganda, with spread to other regions. The 469F mutation reached a prevalence of 38 to 40% in one district in southwestern Uganda in 2021-2022. The 561H mutation, previously described in Rwanda, was first seen in southwestern Uganda in 2021, reaching a prevalence of 23% by 2022. The 441L mutation reached a prevalence of 12 to 23% in three districts in western Uganda in 2022. Genetic analysis indicated local emergence of mutant parasites independent of those in Southeast Asia. The emergence of resistance was observed predominantly in areas where effective malaria control had been discontinued or transmission was unstable.
    Conclusions: Data from Uganda showed the emergence of partial resistance to artemisinins in multiple geographic locations, with increasing prevalence and regional spread over time. (Funded by the National Institutes of Health.).
    MeSH term(s) Animals ; Humans ; Artemisinins/pharmacology ; Artemisinins/therapeutic use ; Benchmarking ; Parasites/drug effects ; Parasites/genetics ; Uganda/epidemiology ; Drug Resistance/genetics ; Malaria/drug therapy ; Malaria/genetics ; Malaria/parasitology ; Protozoan Proteins/genetics
    Chemical Substances artemisinin (9RMU91N5K2) ; Artemisinins ; Protozoan Proteins
    Language English
    Publishing date 2023-08-20
    Publishing country United States
    Document type Journal Article
    ZDB-ID 207154-x
    ISSN 1533-4406 ; 0028-4793
    ISSN (online) 1533-4406
    ISSN 0028-4793
    DOI 10.1056/NEJMoa2211803
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  8. Article ; Online: The prevalence of molecular markers of resistance to sulfadoxine-pyrimethamine among pregnant women at first antenatal clinic attendance and delivery in the forest-savannah area of Ghana.

    Dosoo, David Kwame / Bailey, Jeffrey A / Asante, Kwaku Poku / Oppong, Felix Boakye / Niaré, Karamoko / Opoku-Mensah, Jones / Owusu-Agyei, Seth / Greenwood, Brian / Chandramohan, Daniel

    PloS one

    2022  Volume 17, Issue 8, Page(s) e0271489

    Abstract: Intermittent preventive treatment during pregnancy with sulfadoxine-pyrimethamine (IPTp-SP) is used to prevent malaria and associated unfavorable maternal and foetal outcomes in pregnancy in moderate to high malaria transmission areas. Effectiveness of ... ...

    Abstract Intermittent preventive treatment during pregnancy with sulfadoxine-pyrimethamine (IPTp-SP) is used to prevent malaria and associated unfavorable maternal and foetal outcomes in pregnancy in moderate to high malaria transmission areas. Effectiveness of IPTp-SP is, however, threatened by mutations in the Plasmodium falciparum dihydrofolate reductase (Pfdhfr) and dihydropteroate synthase (Pfdhps) genes which confer resistance to pyrimethamine and sulfadoxine, respectively. This study determined the prevalence of molecular markers of SP resistance among pregnant women in a high malaria transmission area in the forest-savannah area of Ghana. Genomic DNA was extracted from 286 P. falciparum-positive dried blood spots obtained from pregnant women aged ≥18 years (255 at first Antenatal Care (ANC) clinic visit and 31 at delivery from 2017 to 2019) using Chelex 100. Mutations in Pfdhfr and Pfdhps genes were detected using molecular inversion probes and next generation sequencing. In the Pfdhfr gene, single nucleotide polymorphisms (SNPs) were detected in 83.1% (157/189), 92.0% (173/188) and 91.0% (171/188) at codons 51, 59, and 108 respectively in samples collected at first ANC visit, while SNPs were detected in 96.6 (28/29), 96.6% (28/29) and 96.8% (30/31) in isolates collected at delivery. The Pfdhfr triple mutant N51I, C59R and S108N (IRN) was carried by 80.5% (128/159) and 96.5% (28/29) of the typed isolates collected at ANC visit and at delivery respectively. In the Pfdhps gene, SNPs were detected in 0.6% (1/174), 76.2% (138/181), 33.2% (60/181), 1.2% (2/174), 0% (0/183), and 16.6% (27/173) at codons 431, 436, 437, 540, 581 and 613 respectively in samples collected at ANC, and 0% (0/25), 72% (18/25), 40% (10/25), 3.6% (1/25), 0% (0/29) and 7.4% (2/27) in samples collected at delivery. Quadruple mutant Pfdhfr N51I, C59R, and S108N + Pfdhps A437G (IRN-GK) was present in 25.8% (33/128) and 34.8% (8/23) of isolates at ANC and at delivery respectively. Quintuple mutant alleles Pfdhfr N51I, C59R, and S108N + Pfdhps A437G and K540E (IRN-GE) were detected in 0.8% (1/128) and 4.4% (1/23) of samples collected at ANC and at delivery respectively. No mutations were identified at Pfdhfr codons 16 or 164 or Pfdhps 581. There is a high prevalence of Pfdhfr triple mutant P. falciparum infections among pregnant women in the study area. However, prevalence of the combined Pfdhfr/Pfdhps quadruple and quintuple mutants IRN-GK and IRN-GE respectively prior to commencement of IPTp-SP were low, and no Pfdhps A581G mutant was detected, indicating that SP is still likely to be efficacious for IPTp-SP in the forest-savannah area in the middle belt of Ghana.
    MeSH term(s) Adolescent ; Adult ; Antimalarials/pharmacology ; Antimalarials/therapeutic use ; Drug Combinations ; Drug Resistance/genetics ; Female ; Forests ; Ghana/epidemiology ; Humans ; Malaria, Falciparum/drug therapy ; Malaria, Falciparum/epidemiology ; Malaria, Falciparum/prevention & control ; Plasmodium falciparum ; Polymorphism, Single Nucleotide ; Pregnancy ; Pregnant Women ; Prevalence ; Pyrimethamine/pharmacology ; Pyrimethamine/therapeutic use ; Sulfadoxine/pharmacology ; Sulfadoxine/therapeutic use ; Tetrahydrofolate Dehydrogenase/genetics
    Chemical Substances Antimalarials ; Drug Combinations ; fanasil, pyrimethamine drug combination (37338-39-9) ; Sulfadoxine (88463U4SM5) ; Tetrahydrofolate Dehydrogenase (EC 1.5.1.3) ; Pyrimethamine (Z3614QOX8W)
    Language English
    Publishing date 2022-08-08
    Publishing country United States
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2267670-3
    ISSN 1932-6203 ; 1932-6203
    ISSN (online) 1932-6203
    ISSN 1932-6203
    DOI 10.1371/journal.pone.0271489
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  9. Article ; Online: Mutation in the Plasmodium falciparum BTB/POZ Domain of K13 Protein Confers Artemisinin Resistance.

    Paloque, Lucie / Coppée, Romain / Stokes, Barbara H / Gnädig, Nina F / Niaré, Karamoko / Augereau, Jean-Michel / Fidock, David A / Clain, Jérôme / Benoit-Vical, Françoise

    Antimicrobial agents and chemotherapy

    2021  Volume 66, Issue 1, Page(s) e0132021

    Abstract: Partial artemisinin resistance, defined in patients as a delayed parasite clearance following artemisinin-based treatment, is conferred by non-synonymous mutations in the Kelch beta-propeller domain of the Plasmodium ... ...

    Abstract Partial artemisinin resistance, defined in patients as a delayed parasite clearance following artemisinin-based treatment, is conferred by non-synonymous mutations in the Kelch beta-propeller domain of the Plasmodium falciparum
    MeSH term(s) Antimalarials/pharmacology ; Artemisinins/pharmacology ; BTB-POZ Domain ; Drug Resistance/genetics ; Mutation ; Plasmodium falciparum/drug effects ; Plasmodium falciparum/genetics ; Protozoan Proteins/genetics
    Chemical Substances Antimalarials ; Artemisinins ; Protozoan Proteins
    Language English
    Publishing date 2021-10-04
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 217602-6
    ISSN 1098-6596 ; 0066-4804
    ISSN (online) 1098-6596
    ISSN 0066-4804
    DOI 10.1128/AAC.01320-21
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  10. Article ; Online: Malaria Transmission Intensity Likely Modifies RTS, S/AS01 Efficacy Due to a Rebound Effect in Ghana, Malawi, and Gabon.

    Bell, Griffin J / Goel, Varun / Essone, Paulin / Dosoo, David / Adu, Bright / Mensah, Benedicta Ayiedu / Gyaase, Stephaney / Wiru, Kenneth / Mougeni, Fabrice / Osei, Musah / Minsoko, Pamela / Sinai, Cyrus / Niaré, Karamoko / Juliano, Jonathan J / Hudgens, Michael / Ghansah, Anita / Kamthunzi, Portia / Mvalo, Tisungane / Agnandji, Selidji Todagbe /
    Bailey, Jeffrey A / Asante, Kwaku Poku / Emch, Michael

    The Journal of infectious diseases

    2022  Volume 226, Issue 9, Page(s) 1646–1656

    Abstract: Background: RTS,S/AS01 is the first malaria vaccine to be approved and recommended for widespread implementation by the World Health Organization (WHO). Trials reported lower vaccine efficacies in higher-incidence sites, potentially due to a "rebound" ... ...

    Abstract Background: RTS,S/AS01 is the first malaria vaccine to be approved and recommended for widespread implementation by the World Health Organization (WHO). Trials reported lower vaccine efficacies in higher-incidence sites, potentially due to a "rebound" in malaria cases in vaccinated children. When naturally acquired protection in the control group rises and vaccine protection in the vaccinated wanes concurrently, malaria incidence can become greater in the vaccinated than in the control group, resulting in negative vaccine efficacies.
    Methods: Using data from the 2009-2014 phase III trial (NCT00866619) in Lilongwe, Malawi; Kintampo, Ghana; and Lambaréné, Gabon, we evaluate this hypothesis by estimating malaria incidence in each vaccine group over time and in varying transmission settings. After estimating transmission intensities using ecological variables, we fit models with 3-way interactions between vaccination, time, and transmission intensity.
    Results: Over time, incidence decreased in the control group and increased in the vaccine group. Three-dose efficacy in the lowest-transmission-intensity group (0.25 cases per person-year [CPPY]) decreased from 88.2% to 15.0% over 4.5 years, compared with 81.6% to -27.7% in the highest-transmission-intensity group (3 CPPY).
    Conclusions: These findings suggest that interventions, including the fourth RTS,S dose, that protect vaccinated individuals during the potential rebound period should be implemented for high-transmission settings.
    MeSH term(s) Child ; Humans ; Infant ; Malaria, Falciparum/epidemiology ; Ghana ; Malawi ; Gabon ; Malaria Vaccines ; Malaria ; Plasmodium falciparum
    Chemical Substances Malaria Vaccines
    Language English
    Publishing date 2022-08-08
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural
    ZDB-ID 3019-3
    ISSN 1537-6613 ; 0022-1899
    ISSN (online) 1537-6613
    ISSN 0022-1899
    DOI 10.1093/infdis/jiac322
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