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1.
Nat Immunol ; 22(5): 654-665, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33888898

RESUMO

Controlled human infections provide opportunities to study the interaction between the immune system and malaria parasites, which is essential for vaccine development. Here, we compared immune signatures of malaria-naive Europeans and of Africans with lifelong malaria exposure using mass cytometry, RNA sequencing and data integration, before and 5 and 11 days after venous inoculation with Plasmodium falciparum sporozoites. We observed differences in immune cell populations, antigen-specific responses and gene expression profiles between Europeans and Africans and among Africans with differing degrees of immunity. Before inoculation, an activated/differentiated state of both innate and adaptive cells, including elevated CD161+CD4+ T cells and interferon-γ production, predicted Africans capable of controlling parasitemia. After inoculation, the rapidity of the transcriptional response and clusters of CD4+ T cells, plasmacytoid dendritic cells and innate T cells were among the features distinguishing Africans capable of controlling parasitemia from susceptible individuals. These findings can guide the development of a vaccine effective in malaria-endemic regions.


Assuntos
Imunidade Adaptativa/imunologia , Suscetibilidade a Doenças/imunologia , Malária Falciparum/imunologia , Plasmodium falciparum/imunologia , Imunidade Adaptativa/genética , Adolescente , Adulto , Anticorpos Antiprotozoários/sangue , Anticorpos Antiprotozoários/imunologia , Antígenos de Protozoários/imunologia , População Negra/genética , Células Dendríticas/imunologia , Suscetibilidade a Doenças/sangue , Suscetibilidade a Doenças/parasitologia , Feminino , Voluntários Saudáveis , Interações Hospedeiro-Parasita/genética , Interações Hospedeiro-Parasita/imunologia , Humanos , Imunidade Inata/genética , Imunidade Inata/imunologia , Interferon gama/metabolismo , Malária Falciparum/sangue , Malária Falciparum/parasitologia , Masculino , RNA-Seq , Análise de Sistemas , Linfócitos T/imunologia , Linfócitos T/metabolismo , População Branca/genética , Adulto Jovem
2.
PLoS Pathog ; 19(6): e1011468, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37384799

RESUMO

Controlled human malaria infections (CHMI) are a valuable tool to study parasite gene expression in vivo under defined conditions. In previous studies, virulence gene expression was analyzed in samples from volunteers infected with the Plasmodium falciparum (Pf) NF54 isolate, which is of African origin. Here, we provide an in-depth investigation of parasite virulence gene expression in malaria-naïve European volunteers undergoing CHMI with the genetically distinct Pf 7G8 clone, originating in Brazil. Differential expression of var genes, encoding major virulence factors of Pf, PfEMP1s, was assessed in ex vivo parasite samples as well as in parasites from the in vitro cell bank culture that was used to generate the sporozoites (SPZ) for CHMI (Sanaria PfSPZ Challenge (7G8)). We report broad activation of mainly B-type subtelomeric located var genes at the onset of a 7G8 blood stage infection in naïve volunteers, mirroring the NF54 expression study and suggesting that the expression of virulence-associated genes is generally reset during transmission from the mosquito to the human host. However, in 7G8 parasites, we additionally detected a continuously expressed single C-type variant, Pf7G8_040025600, that was most highly expressed in both pre-mosquito cell bank and volunteer samples, suggesting that 7G8, unlike NF54, maintains expression of some previously expressed var variants during transmission. This suggests that in a new host, the parasite may preferentially express the variants that previously allowed successful infection and transmission. Trial registration: ClinicalTrials.gov - NCT02704533; 2018-004523-36.


Assuntos
Culicidae , Malária Falciparum , Malária , Parasitos , Animais , Humanos , Culicidae/genética , Expressão Gênica , Malária Falciparum/genética , Malária Falciparum/parasitologia , Parasitos/genética , Plasmodium falciparum/genética , Esporozoítos , Virulência/genética
3.
PLoS Comput Biol ; 20(6): e1012131, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38848436

RESUMO

Immunization through repeated direct venous inoculation of Plasmodium falciparum (Pf) sporozoites (PfSPZ) under chloroquine chemoprophylaxis, using the PfSPZ Chemoprophylaxis Vaccine (PfSPZ-CVac), induces high-level protection against controlled human malaria infection (CHMI). Humoral and cellular immunity contribute to vaccine efficacy but only limited information about the implicated Pf-specific antigens is available. Here, we examined Pf-specific antibody profiles, measured by protein arrays representing the full Pf proteome, of 40 placebo- and PfSPZ-immunized malaria-naïve volunteers from an earlier published PfSPZ-CVac dose-escalation trial. For this purpose, we both utilized and adapted supervised machine learning methods to identify predictive antibody profiles at two different time points: after immunization and before CHMI. We developed an adapted multitask support vector machine (SVM) approach and compared it to standard methods, i.e. single-task SVM, regularized logistic regression and random forests. Our results show, that the multitask SVM approach improved the classification performance to discriminate the protection status based on the underlying antibody-profiles while combining time- and dose-dependent data in the prediction model. Additionally, we developed the new fEature diStance exPlainabilitY (ESPY) method to quantify the impact of single antigens on the non-linear multitask SVM model and make it more interpretable. In conclusion, our multitask SVM model outperforms the studied standard approaches in regard of classification performance. Moreover, with our new explanation method ESPY, we were able to interpret the impact of Pf-specific antigen antibody responses that predict sterile protective immunity against CHMI after immunization. The identified Pf-specific antigens may contribute to a better understanding of immunity against human malaria and may foster vaccine development.


Assuntos
Anticorpos Antiprotozoários , Aprendizado de Máquina , Vacinas Antimaláricas , Malária Falciparum , Plasmodium falciparum , Vacinas Antimaláricas/imunologia , Humanos , Plasmodium falciparum/imunologia , Malária Falciparum/prevenção & controle , Malária Falciparum/imunologia , Malária Falciparum/parasitologia , Anticorpos Antiprotozoários/imunologia , Anticorpos Antiprotozoários/sangue , Eficácia de Vacinas , Máquina de Vetores de Suporte , Biologia Computacional/métodos
4.
Bioinformatics ; 39(39 Suppl 1): i86-i93, 2023 06 30.
Artigo em Inglês | MEDLINE | ID: mdl-37387133

RESUMO

MOTIVATION: Machine learning methods can be used to support scientific discovery in healthcare-related research fields. However, these methods can only be reliably used if they can be trained on high-quality and curated datasets. Currently, no such dataset for the exploration of Plasmodium falciparum protein antigen candidates exists. The parasite P.falciparum causes the infectious disease malaria. Thus, identifying potential antigens is of utmost importance for the development of antimalarial drugs and vaccines. Since exploring antigen candidates experimentally is an expensive and time-consuming process, applying machine learning methods to support this process has the potential to accelerate the development of drugs and vaccines, which are needed for fighting and controlling malaria. RESULTS: We developed PlasmoFAB, a curated benchmark that can be used to train machine learning methods for the exploration of P.falciparum protein antigen candidates. We combined an extensive literature search with domain expertise to create high-quality labels for P.falciparum specific proteins that distinguish between antigen candidates and intracellular proteins. Additionally, we used our benchmark to compare different well-known prediction models and available protein localization prediction services on the task of identifying protein antigen candidates. We show that available general-purpose services are unable to provide sufficient performance on identifying protein antigen candidates and are outperformed by our models that were trained on this tailored data. AVAILABILITY AND IMPLEMENTATION: PlasmoFAB is publicly available on Zenodo with DOI 10.5281/zenodo.7433087. Furthermore, all scripts that were used in the creation of PlasmoFAB and the training and evaluation of machine learning models are open source and publicly available on GitHub here: https://github.com/msmdev/PlasmoFAB.


Assuntos
Benchmarking , Malária Falciparum , Humanos , Plasmodium falciparum , Aprendizado de Máquina , Malária Falciparum/diagnóstico , Transporte Proteico
5.
Clin Infect Dis ; 76(3): e240-e249, 2023 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-35717657

RESUMO

BACKGROUND: The rapid emergence of the Omicron variant and its large number of mutations led to its classification as a variant of concern (VOC) by the World Health Organization. Subsequently, Omicron evolved into distinct sublineages (eg, BA.1 and BA.2), which currently represent the majority of global infections. Initial studies of the neutralizing response toward BA.1 in convalescent and vaccinated individuals showed a substantial reduction. METHODS: We assessed antibody (immunoglobulin G [IgG]) binding, ACE2 (angiotensin-converting enzyme 2) binding inhibition, and IgG binding dynamics for the Omicron BA.1 and BA.2 variants compared to a panel of VOCs/variants of interest, in a large cohort (N = 352) of convalescent, vaccinated, and infected and subsequently vaccinated individuals. RESULTS: While Omicron was capable of efficiently binding to ACE2, antibodies elicited by infection or immunization showed reduced binding capacities and ACE2 binding inhibition compared to wild type. Whereas BA.1 exhibited less IgG binding compared to BA.2, BA.2 showed reduced inhibition of ACE2 binding. Among vaccinated samples, antibody binding to Omicron only improved after administration of a third dose. CONCLUSIONS: Omicron BA.1 and BA.2 can still efficiently bind to ACE2, while vaccine/infection-derived antibodies can bind to Omicron. The extent of the mutations within both variants prevents a strong inhibitory binding response. As a result, both Omicron variants are able to evade control by preexisting antibodies.


Assuntos
Enzima de Conversão de Angiotensina 2 , Imunoglobulina G , Humanos , Imunização , Mutação , Complicações Pós-Operatórias , Anticorpos Antivirais , Anticorpos Neutralizantes
6.
Malar J ; 21(1): 191, 2022 Jun 17.
Artigo em Inglês | MEDLINE | ID: mdl-35715803

RESUMO

BACKGROUND: Antibody and cellular memory responses following vaccination are important measures of immunogenicity. These immune markers were quantified in the framework of a vaccine trial investigating the malaria vaccine candidate GMZ2. METHODS: Fifty Gabonese adults were vaccinated with two formulations (aluminum Alhydrogel and CAF01) of GMZ2 or a control vaccine (Verorab). Vaccine efficacy was assessed using controlled human malaria infection (CHMI) by direct venous inoculation of 3200 live Plasmodium falciparum sporozoites (PfSPZ Challenge). GMZ2-stimulated T and specific B-cell responses were estimated by flow cytometry before and after vaccination. Additionally, the antibody response against 212 P. falciparum antigens was estimated before CHMI by protein microarray. RESULTS: Frequencies of pro- and anti-inflammatory CD4+ T cells stimulated with the vaccine antigen GMZ2 as well as B cell profiles did not change after vaccination. IL-10-producing CD4+ T cells and CD20+ IgG+ B cells were increased post-vaccination regardless of the intervention, thus could not be specifically attributed to any malaria vaccine regimen. In contrast, GMZ2-specific antibody response increased after the vaccination, but was not correlated to protection. Antibody responses to several P. falciparum blood and liver stage antigens (MSP1, MSP4, MSP8, PfEMP1, STARP) as well as the breadth of the malaria-specific antibody response were significantly higher in protected study participants. CONCLUSIONS: In lifelong malaria exposed adults, the main marker of protection against CHMI is a broad antibody pattern recognizing multiple stages of the plasmodial life cycle. Despite vaccination with GMZ2 using a novel formulation, expansion of the GMZ2-stimulated T cells or the GMZ2-specific B cell response was limited, and the vaccine response could not be identified as a marker of protection against malaria. Trial registration PACTR; PACTR201503001038304; Registered 17 February 2015; https://pactr.samrc.ac.za/TrialDisplay.aspx?TrialID=1038.


Assuntos
Vacinas Antimaláricas , Malária Falciparum , Adulto , Anticorpos Antiprotozoários , Formação de Anticorpos , Humanos , Malária Falciparum/prevenção & controle , Plasmodium falciparum , Voluntários
7.
Malar J ; 20(1): 37, 2021 Jan 11.
Artigo em Inglês | MEDLINE | ID: mdl-33430886

RESUMO

BACKGROUND: Plasmodium falciparum, the parasite causing malaria, affects populations in many endemic countries threatening mainly individuals with low malaria immunity, especially children. Despite the approval of the first malaria vaccine Mosquirix™ and very promising data using cryopreserved P. falciparum sporozoites (PfSPZ), further research is needed to elucidate the mechanisms of humoral immunity for the development of next-generation vaccines and alternative malaria therapies including antibody therapy. A high prevalence of antibodies against AMA1 in immune individuals has made this antigen one of the major blood-stage vaccine candidates. MATERIAL AND METHODS: Using antibody phage display, an AMA1-specific growth inhibitory human monoclonal antibody from a malaria-immune Fab library using a set of three AMA1 diversity covering variants (DiCo 1-3), which represents a wide range of AMA1 antigen sequences, was selected. The functionality of the selected clone was tested in vitro using a growth inhibition assay with P. falciparum strain 3D7. To potentially improve affinity and functional activity of the isolated antibody, a phage display mediated light chain shuffling was employed. The parental light chain was replaced with a light chain repertoire derived from the same population of human V genes, these selected antibodies were tested in binding tests and in functionality assays. RESULTS: The selected parental antibody achieved a 50% effective concentration (EC50) of 1.25 mg/mL. The subsequent light chain shuffling led to the generation of four derivatives of the parental clone with higher expression levels, similar or increased affinity and improved EC50 against 3D7 of 0.29 mg/mL. Pairwise epitope mapping gave evidence for binding to AMA1 domain II without competing with RON2. CONCLUSION: We have thus shown that a compact immune human phage display library is sufficient for the isolation of potent inhibitory monoclonal antibodies and that minor sequence mutations dramatically increase expression levels in Nicotiana benthamiana. Interestingly, the antibody blocks parasite inhibition independently of binding to RON2, thus having a yet undescribed mode of action.


Assuntos
Anticorpos Antiprotozoários/imunologia , Antígenos de Protozoários/genética , Imunidade Humoral , Proteínas de Membrana/genética , Plasmodium falciparum/genética , Plasmodium falciparum/imunologia , Proteínas de Protozoários/genética , Anticorpos Monoclonais/imunologia , Antígenos de Protozoários/metabolismo , Humanos , Vacinas Antimaláricas/química , Proteínas de Membrana/metabolismo , Proteínas de Protozoários/metabolismo
8.
Artigo em Inglês | MEDLINE | ID: mdl-31109978

RESUMO

Ivermectin is the drug of choice for many parasitic infections, with more than one billion doses being distributed in onchocerciasis programs. The drug has been put into focus recently by the malaria community because of its potential to kill blood-sucking mosquitoes, thereby reducing malaria transmission. However, the activity of ivermectin against the malaria parasite itself has been only partly investigated. This study aimed to investigate the in vitro activity of ivermectin against asexual and sexual stages of Plasmodium falciparum Both asexual and late-stage gametocytes were incubated with ivermectin and control drugs in vitro The growth-inhibiting effects were assessed for asexual stages of different Plasmodium falciparum laboratory strains and culture-adapted clinical isolates using the histidine-rich protein 2 enzyme-linked immunosorbent assay technique. The effect against stage IV/V gametocytes was evaluated based on ATP quantification. Ivermectin showed activities at nanomolar concentrations against asexual stages (50% inhibitory concentration of ∼100 nM) and stage IV/V gametocytes (500 nM) of P. falciparum Stage-specific assays suggested that ivermectin arrests the parasite cycle at the trophozoite stage. Ivermectin might add a feature to its "wonder drug" properties with activity against asexual stages of the malaria parasite Plasmodium falciparum The observed activities might be difficult to reach with current regimens but will be more relevant with future high-dose regimens under investigation. Further studies should be performed to confirm these results in vitro and in vivo.


Assuntos
Antimaláricos/farmacologia , Ivermectina/farmacologia , Plasmodium falciparum/efeitos dos fármacos , Plasmodium falciparum/fisiologia , Antimaláricos/administração & dosagem , Relação Dose-Resposta a Droga , Humanos , Ivermectina/administração & dosagem , Malária Falciparum/parasitologia , Plasmodium falciparum/isolamento & purificação , Reprodução Assexuada/efeitos dos fármacos , Trofozoítos/efeitos dos fármacos
9.
Bioconjug Chem ; 27(8): 1931-41, 2016 08 17.
Artigo em Inglês | MEDLINE | ID: mdl-27391930

RESUMO

Antibody derivatives, such as the single chain fragment variable (scFv), can be developed as diagnostic and therapeutic tools in cancer research, especially in the form of fusion proteins. Such derivatives are easier to produce and modify than monoclonal antibodies (mAbs) and achieve better tissue/tumor penetration. The genetic modification of scFvs is also much more straightforward than the challenging chemical modification of mAbs. Therefore, we constructed two scFvs derived from the approved monoclonal antibodies cetuximab (scFv2112) and panitumumab (scFv1711), both of which are specific for the epidermal growth factor receptor (EGFR), a well-characterized solid tumor antigen. Both scFvs were genetically fused to the SNAP-tag, an engineered version of the human DNA repair enzyme O(6)-alkylguanine DNA alkyltransferase that allows the covalent coupling of benzylguanine (BG)-modified substrates such as fluorescent dyes. The SNAP-tag achieves controllable and irreversible protein modification and is an important tool for experimental studies in vitro and in vivo. The affinity constant of a scFv is a key functional parameter, especially in the context of a fusion protein. Therefore, we developed a method to define the affinity constants of scFv-SNAP fusion proteins by surface plasmon resonance (SPR) spectroscopy. We could confirm that both scFvs retained their functionality after fusion to the SNAP-tag in a variety of procedures and assays, including ELISA, flow cytometry, and confocal microscopy. The experimental procedures described herein, and the new protocol for affinity determination by SPR spectroscopy, are suitable for the preclinical evaluation of diverse antibody formats and derivatives.


Assuntos
Anticorpos Monoclonais/química , Anticorpos Monoclonais/metabolismo , Anticorpos de Cadeia Única/química , Anticorpos de Cadeia Única/metabolismo , Linhagem Celular Tumoral , Receptores ErbB/metabolismo , Humanos , Panitumumabe
10.
Malar J ; 15: 65, 2016 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-26850066

RESUMO

BACKGROUND: Malaria still represents a major cause of morbidity and mortality predominantly in several developing countries, and remains a priority in many public health programmes. Despite the enormous gains made in control and prevention the development of an effective vaccine represents a persisting challenge. Although several parasite antigens including pre-erythrocytic antigens and blood stage antigens have been thoroughly investigated, the identification of solid immune correlates of protection against infection by Plasmodium falciparum or clinical malaria remains a major hurdle. In this study, an immuno-epidemiological survey was carried out between two populations naturally exposed to P. falciparum malaria to determine the immune correlates of protection. METHODS: Plasma samples of immune adults from two countries (Ghana and Madagascar) were tested for their reactivity against the merozoite surface proteins MSP1-19, MSP3 and AMA1 by ELISA. The antigens had been selected on the basis of cumulative evidence of their role in anti-malarial immunity. Additionally, reactivity against crude P. falciparum lysate was investigated. Purified IgG from these samples were furthermore tested in an invasion inhibition assay for their antiparasitic activity. RESULTS: Significant intra- and inter- population variation of the reactivity of the samples to the tested antigens were found, as well as a significant positive correlation between MSP1-19 reactivity and invasion inhibition (p < 0.05). Interestingly, male donors showed a significantly higher antibody response to all tested antigens than their female counterparts. In vitro invasion inhibition assays comparing the purified antibodies from the donors from Ghana and Madagascar did not show any statistically significant difference. Although in vitro invasion inhibition increased with breadth of antibody response, the increase was not statistically significant. CONCLUSIONS: The findings support the fact that the development of semi-immunity to malaria is probably contingent on the development of antibodies to not only one, but a range of antigens and that invasion inhibition in immune adults may be a function of antibodies to various antigens. This supports strategies of vaccination including multicomponent vaccines as well as passive vaccination strategies with antibody cocktails.


Assuntos
Vacinas Antimaláricas/imunologia , Malária Falciparum/imunologia , Malária Falciparum/prevenção & controle , Adulto , Antígenos de Protozoários/imunologia , Cromatografia de Afinidade , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Plasmodium falciparum/imunologia , Proteínas de Protozoários/imunologia
11.
Malar J ; 15(1): 279, 2016 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-27188716

RESUMO

BACKGROUND: The high incidence and mortality rate of malaria remains a serious burden for many developing countries, and a vaccine that induces durable and highly effective immune responses is, therefore, desirable. An earlier analysis of the stage-specific in vitro efficacy of a malaria vaccine candidate cocktail (VAMAX) considered the general properties of complex multi-component, multi-stage combination vaccines in rabbit immunization experiments using a hyper-immunization protocol featuring six consecutive boosts and a strong, lipopolysaccharide-based adjuvant. This follow-up study investigates the effect of antigen dose on the in vitro efficacy of the malaria vaccine cocktail using a conventional vaccination scheme (one prime and two boosts) and a human-compatible adjuvant (Alhydrogel(®)). RESULTS: IgG purified from rabbits immunized with 0.1, 1, 10 or 50 µg doses of the VAMAX vaccine candidate cocktail was analysed for total IgG and antigen-cocktail-specific titers. An increase in cocktail-specific titers was observed between 0.1 and 1 µg and between 10 and 50 µg, whereas no significant difference in titers was observed between 1 and 10 µg. Antigen component-specific antibody titers and stage-specific in vitro efficacy assays were performed with pooled IgG from animals immunized with 1 and 50 µg of the VAMAX cocktail. Here, the component-specific antibody levels showed clear dose dependency whereas the determined stage-specific in vitro IC50 values (as a correlate of efficacy) were only dependent on the titer amounts of stage-specific antibodies. CONCLUSIONS: The stage-specific in vitro efficacy of the VAMAX cocktail strongly correlates with the corresponding antigen-specific titers, which for their part depend on the antigen dose, but there is no indication that the dose has an effect on the in vitro efficacy of the induced antibodies. A comparison of these results with those obtained in the previous hyper-immunization study (where higher levels of antigen-specific IgG were observed) suggests that there is a significant need to induce an immune response matching efficacy requirements, especially for a PfAMA1-based blood stage vaccine, by using higher doses, better adjuvants and/or better formulations.


Assuntos
Adjuvantes Imunológicos/administração & dosagem , Hidróxido de Alumínio/administração & dosagem , Anticorpos Antiprotozoários/sangue , Esquemas de Imunização , Vacinas Antimaláricas/imunologia , Animais , Relação Dose-Resposta Imunológica , Seguimentos , Imunoglobulina G/sangue , Vacinas Antimaláricas/administração & dosagem , Coelhos
12.
Antimicrob Agents Chemother ; 59(1): 669-72, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25313223

RESUMO

We present here the first evidence that granzyme B acts against Plasmodium falciparum (50% inhibitory concentration [IC50], 1,590 nM; 95% confidence interval [95% CI], 1,197 to 2,112 nM). We created a novel antimalarial fusion protein consisting of granzyme B fused to a merozoite surface protein 4 (MSP4)-specific single-chain Fv protein (scFv), which targets the enzyme to infected erythrocytes, with up to an 8-fold reduction in the IC50 (176 nM; 95% CI, 154 to 202 nM). This study confirms the therapeutic efficacies of recombinant antibody-mediated antimalarial immunotherapeutics based on granzyme B.


Assuntos
Antimaláricos/farmacologia , Sistemas de Liberação de Medicamentos/métodos , Granzimas/farmacologia , Plasmodium falciparum/efeitos dos fármacos , Antígenos de Protozoários/administração & dosagem , Antimaláricos/administração & dosagem , Granzimas/administração & dosagem , Células HEK293 , Humanos , Concentração Inibidora 50 , Testes de Sensibilidade Parasitária , Proteínas de Protozoários/administração & dosagem , Proteínas Recombinantes de Fusão/administração & dosagem , Proteínas Recombinantes de Fusão/farmacologia , Anticorpos de Cadeia Única/administração & dosagem
13.
Plant Biotechnol J ; 13(2): 222-34, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25236489

RESUMO

One of the most promising malaria vaccine candidate antigens is the Plasmodium falciparum apical membrane antigen 1 (PfAMA1). Several studies have shown that this blood-stage antigen can induce strong parasite growth inhibitory antibody responses. PfAMA1 contains up to six recognition sites for N-linked glycosylation, a post-translational modification that is absent in P. falciparum. To prevent any potential negative impact of N-glycosylation, the recognition sites have been knocked out in most PfAMA1 variants expressed in eukaryotic hosts. However, N-linked glycosylation may increase efficacy by improving immunogenicity and/or focusing the response towards relevant epitopes by glycan masking. We describe the production of glycosylated and nonglycosylated PfAMA1 in Nicotiana benthamiana and its detailed characterization in terms of yield, integrity and protective efficacy. Both PfAMA1 variants accumulated to high levels (>510 µg/g fresh leaf weight) after transient expression, and high-mannose-type N-glycans were confirmed for the glycosylated variant. No significant differences between the N. benthamiana and Pichia pastoris PfAMA1 variants were detected in conformation-sensitive ligand-binding studies. Specific titres of >2 × 10(6) were induced in rabbits, and strong reactivity with P. falciparum schizonts was observed in immunofluorescence assays, as well as up to 100% parasite growth inhibition for both variants, with IC50 values of ~35 µg/mL. Competition assays indicated that a number of epitopes were shielded from immune recognition by N-glycans, warranting further studies to determine how glycosylation can be used for the directed targeting of immune responses. These results highlight the potential of plant transient expression systems as a production platform for vaccine candidates.


Assuntos
Antígenos de Protozoários/metabolismo , Vacinas Antimaláricas/imunologia , Proteínas de Membrana/metabolismo , Nicotiana/genética , Plasmodium falciparum/crescimento & desenvolvimento , Proteínas de Protozoários/metabolismo , Animais , Clonagem Molecular , Eletroforese em Gel de Poliacrilamida , Ensaio de Imunoadsorção Enzimática , Imunofluorescência , Glicosilação , Soros Imunes , Imunização , Imunoglobulina G/metabolismo , Merozoítos/metabolismo , Modelos Moleculares , Parasitos/metabolismo , Pichia , Plantas Geneticamente Modificadas , Polissacarídeos/metabolismo , Coelhos , Ressonância de Plasmônio de Superfície
14.
Biotechnol Bioeng ; 112(4): 659-67, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25335451

RESUMO

We demonstrated the successful optimization of a recombinant multi-subunit malaria vaccine candidate protein for production in the methylotrophic yeast Pichia pastoris by the identification and subsequent removal of two protease cleavage sites. After observing protein degradation in the culture supernatant of a fed-batch fermentation, the predominant proteolytic fragment of the secreted recombinant protein was analyzed by mass spectrometry. The MS data indicated the cleavage of an amino acid sequence matching the yeast KEX2-protease consensus motif EKRE. The cleavage in this region was completely abolished by the deletion of the EKRE motif in a modified variant. This modified variant was produced, purified, and used for immunization of rabbits, inducing high antigen specific antibody titers (2 × 10(6) ). Total IgG from rabbit immune sera recognized different stages of Plasmodium falciparum parasites in immunofluorescence assays, indicating native folding of the vaccine candidate. However, the modified variant was still degraded, albeit into different fragments. Further analysis by mass spectrometry and N-terminal sequencing revealed a second cleavage site downstream of the motif PEVK. We therefore removed a 17-amino-acid stretch including the PEVK motif, resulting in the subsequent production of the full-length recombinant vaccine candidate protein without significant degradation, with a yield of 53 mg per liter culture volume. We clearly demonstrate that the proteolytic degradation of recombinant proteins by endogenous P. pastoris proteases can be prevented by the identification and removal of such cleavage sites. This strategy is particularly relevant for the production of recombinant subunit vaccines, where product yield and stability play a more important role than for the production of a stringently-defined native sequence which is necessary for most therapeutic molecules.


Assuntos
Vacinas Antimaláricas/biossíntese , Vacinas Antimaláricas/isolamento & purificação , Peptídeo Hidrolases/metabolismo , Animais , Anticorpos Antiprotozoários/sangue , Sítios de Ligação , Biotecnologia/métodos , Técnica Direta de Fluorescência para Anticorpo , Imunização/métodos , Imunoglobulina G/sangue , Vacinas Antimaláricas/química , Vacinas Antimaláricas/genética , Espectrometria de Massas , Camundongos , Proteínas Mutantes/biossíntese , Proteínas Mutantes/química , Proteínas Mutantes/genética , Proteínas Mutantes/isolamento & purificação , Pichia/genética , Pichia/metabolismo , Plasmodium falciparum/imunologia , Proteólise , Coelhos , Deleção de Sequência , Tecnologia Farmacêutica/métodos , Vacinas Sintéticas/biossíntese , Vacinas Sintéticas/química , Vacinas Sintéticas/genética , Vacinas Sintéticas/isolamento & purificação
15.
Biotechnol Bioeng ; 112(7): 1297-305, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25615702

RESUMO

Malaria is a vector-borne disease affecting more than two million people and accounting for more than 600,000 deaths each year, especially in developing countries. The most serious form of malaria is caused by Plasmodium falciparum. The complex life cycle of this parasite, involving pre-erythrocytic, asexual and sexual stages, makes vaccine development cumbersome but also offers a broad spectrum of vaccine candidates targeting exactly those stages. Vaccines targeting the sexual stage of P. falciparum are called transmission-blocking vaccines (TBVs). They do not confer protection for the vaccinated individual but aim to reduce or prevent the transmission of the parasite within a population and are therefore regarded as an essential tool in the fight against the disease. Malaria predominantly affects large populations in developing countries, so TBVs need to be produced in large quantities at low cost. Combining the advantages of eukaryotic expression with a virtually unlimited upscaling potential and a good product safety profile, plant-based expression systems represent a suitable alternative for the production of TBVs. We report here the high level (300 µg/g fresh leaf weight (FLW)) transient expression in Nicotiana benthamiana leaves of an effective TBV candidate based on a fusion protein F0 comprising Pfs25 and the C0-domain of Pfs230, and the implementation of a simple and cost-effective heat treatment step for purification that yields intact recombinant protein at >90% purity with a recovery rate of >70%. The immunization of mice clearly showed that antibodies raised against plant-derived F0 completely blocked the formation of oocysts in a malaria transmission-blocking assay (TBA) making F0 an interesting TBV candidate or a component of a multi-stage malaria vaccine cocktail.


Assuntos
Antígenos de Protozoários/isolamento & purificação , Precipitação Fracionada , Vacinas Antimaláricas/isolamento & purificação , Nicotiana/metabolismo , Plantas Geneticamente Modificadas/metabolismo , Proteínas de Protozoários/isolamento & purificação , Proteínas Recombinantes de Fusão/isolamento & purificação , Animais , Antígenos de Protozoários/genética , Antígenos de Protozoários/imunologia , Antígenos de Protozoários/metabolismo , Temperatura Alta , Vacinas Antimaláricas/genética , Vacinas Antimaláricas/imunologia , Vacinas Antimaláricas/metabolismo , Camundongos , Proteínas de Protozoários/genética , Proteínas de Protozoários/imunologia , Proteínas de Protozoários/metabolismo , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/imunologia , Proteínas Recombinantes de Fusão/metabolismo , Nicotiana/genética , Vacinação/métodos
16.
Malar J ; 14: 50, 2015 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-25651860

RESUMO

BACKGROUND: Monoclonal antibodies (mAbs) are essential tools in biological research, diagnosis and therapy, and are conventionally produced in murine hybridoma cell lines. Professional applications of mAbs depend on the steady supply of material. Because hybridoma cultures can stop producing the antibody or even die, preservation of the unique epitope specificity of mAbs by rescue of the sequences encoding the antibody variable domains (V regions) is important. The availability of these sequences enables not only the recombinant expression of the original antibody for further applications, but opens the road for antibody engineering towards innovative diagnostic or therapeutic applications. A time- and cost-efficient production system enabling the detailed analysis of the antibodies is an essential requirement in this context. METHODS: Sequences were rescued from three hybridoma cell lines, subjected to sequence analysis, subcloned into binary expression vectors and recombinantly expressed as chimeric mAb (constant regions of human IgG1:k1) in Nicotiana benthamiana plants. The properties of the recombinant and the murine mAbs were compared using competition enzyme-linked immunosorbent assay (ELISA) and surface plasmon resonance (SPR) spectroscopy. The recognition of native PfMSP4 by the recombinant mAb was analysed by immunofluorescence staining of Pf 3D7A schizonts and by western blot analysis of merozoite extract. RESULTS: The rescued sequences of all three hybridoma cell lines were identical. The recombinant mAb was successfully expressed as IgG in plants at moderate levels (45 mg/kg fresh leaf weight). Preservation of the original epitope was demonstrated in a competition ELISA, using recombinant mAb and the three murine mAbs. EGF_PfMSP4-specific affinities were determined by SPR spectroscopy to 8 nM and 10 nM for the murine or recombinant mAb, respectively. Binding to parasite PfMSP4 was confirmed in an immunofluorescence assay showing a characteristic staining pattern and by western blot analysis using merozoite extract. CONCLUSIONS: As demonstrated by the example of an EGF_PfMSP4-specific antibody, the described combination of a simple and efficient hybridoma antibody cloning approach with the flexible, robust and cost-efficient transient expression system suitable to rapidly produce mg-amounts of functional recombinant antibodies provides an attractive method for the generation of mAbs and their derivatives as research tool, novel therapeutics or diagnostics.


Assuntos
Anticorpos Monoclonais/imunologia , Anticorpos Antiprotozoários/imunologia , Antígenos de Protozoários/imunologia , Região Variável de Imunoglobulina/imunologia , Nicotiana/metabolismo , Proteínas de Protozoários/imunologia , Animais , Anticorpos Monoclonais/genética , Anticorpos Monoclonais/isolamento & purificação , Anticorpos Antiprotozoários/genética , Anticorpos Antiprotozoários/isolamento & purificação , Western Blotting , Ensaio de Imunoadsorção Enzimática , Expressão Gênica , Humanos , Região Variável de Imunoglobulina/genética , Região Variável de Imunoglobulina/isolamento & purificação , Camundongos Endogâmicos BALB C , Microscopia de Fluorescência , Organismos Geneticamente Modificados/genética , Organismos Geneticamente Modificados/metabolismo , Proteínas Recombinantes/genética , Proteínas Recombinantes/imunologia , Proteínas Recombinantes/isolamento & purificação , Ressonância de Plasmônio de Superfície , Nicotiana/genética
17.
Malar J ; 14: 276, 2015 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-26174014

RESUMO

BACKGROUND: Semi-immunity against the malaria parasite is defined by a protection against clinical episodes of malaria and is partially mediated by a repertoire of inhibitory antibodies directed against the blood stage of Plasmodium falciparum, in particular against surface proteins of merozoites, the invasive form of the parasite. Such antibodies may be used for preventive or therapeutic treatment of P. falciparum malaria. Here, the isolation and characterization of novel human monoclonal antibodies (humAbs) for such applications is described. METHODS: B lymphocytes had been selected by flow cytometry for specificity against merozoite surface proteins, including the merozoite surface protein 10 (MSP10). After Epstein-Barr virus (EBV) transformation and identification of promising resulting lymphoblastoid cell lines (LCLs), human immunoglobulin heavy and light chain variable regions (Vh or Vl regions) were secured, cloned into plant expression vectors and transiently produced in Nicotiana benthamiana in the context of human full-size IgG1:κ. The specificity and the affinity of the generated antibodies were assessed by ELISA, dotblot and surface plasmon resonance (SPR) spectroscopy. The growth inhibitory activity was evaluated based on growth inhibition assays (GIAs) using the parasite strain 3D7A. RESULTS: Supernatants from two LCLs, 5E8 and 5F6, showed reactivity against the second (5E8) or first (5F6) epidermal growth factor (EGF)-like domain of MSP10. The isolated V regions were recombinantly expressed in their natural pairing as well as in combination with each other. The resulting recombinant humAbs showed affinities of 9.27 × 10(-7) M [humAb10.1 (H5F6:κ5E8)], 5.46 × 10(-9) M [humAb10.2 (H5F6:κ5F6)] and 4.34 × 10(-9) M [humAb10.3 (H5E8:κ5E8)]. In GIAs, these antibodies exhibited EC50 values of 4.1 mg/ml [95% confidence interval (CI) 2.6-6.6 mg/ml], 6.9 mg/ml (CI 5.5-8.6 mg/ml) and 9.5 mg/ml (CI 5.5-16.4 mg/ml), respectively. CONCLUSION: This report describes a platform for the isolation of human antibodies from semi-immune blood donors by EBV transformation and their subsequent characterization after transient expression in plants. To our knowledge, the presented antibodies are the first humAbs directed against P. falciparum MSP10 to be described. They recognize the EGF-like folds of MSP10 and bind these with high affinity. Moreover, these antibodies inhibit P. falciparum 3D7A growth in vitro.


Assuntos
Anticorpos Monoclonais , Antígenos de Protozoários/imunologia , Plasmodium falciparum/imunologia , Proteínas de Protozoários/imunologia , Proteínas Recombinantes , Anticorpos Monoclonais/imunologia , Anticorpos Monoclonais/isolamento & purificação , Anticorpos Monoclonais/metabolismo , Humanos , Plasmodium falciparum/química , Proteínas Recombinantes/imunologia , Proteínas Recombinantes/isolamento & purificação , Proteínas Recombinantes/metabolismo , Nicotiana/genética , Nicotiana/metabolismo
18.
Am J Trop Med Hyg ; 110(5): 902-909, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38531105

RESUMO

Delays in malaria diagnosis increase treatment failures and deaths. In endemic regions, standard diagnostic methods are microscopy and malaria rapid diagnostic tests (mRDTs) detecting Plasmodium falciparum histidine-rich protein 2/3 (PFHRP2/PFHRP3), but gene deletions can allow certain parasites to remain undetected. We enlisted a cohort comprising 207 symptomatic individuals, encompassing both children and adults, at a hospital in Nnewi, Nigeria. The prevalence of parasites was determined using a highly sensitive, species-specific quantitative polymerase chain reaction (SS-qPCR). Within a subset of 132 participants, we assessed the sensitivity and specificity of microscopy and HRP2-mRDTs in comparison to SS-qPCR for the detection of P. falciparum. We also investigated the prevalence of pfhrp2/pfhrp3 gene deletions. Greater sensitivity was achieved with mRDTs (95%) compared with microscopy (77%). Also, mRDTs exhibited greater specificity (68%) than microscopy (44%). The positive predictive value of mRDTs (89%) surpassed that of microscopy (80%), suggesting a greater probability of accurately indicating the presence of infection. The negative predictive value of mRDTs (82%) was far greater than microscopy (39%). Of the 165 P. falciparum-positive samples screened for pfhrp2/pfhrp3 gene deletions, one gene deletion was detected in one sample. Regarding infection prevalence, 84% were positive for Plasmodium spp. (by reverse transcription [RT]-qPCR), with P. falciparum responsible for the majority (97%) of positive cases. Thus, exclusive reliance on microscopy in endemic areas may impede control efforts resulting from false negatives, underscoring the necessity for enhanced training and advocating for high-throughput molecular testing such as RT-qPCR or qPCR at referral centers to address limitations.


Assuntos
Antígenos de Protozoários , Deleção de Genes , Malária Falciparum , Microscopia , Plasmodium falciparum , Proteínas de Protozoários , Sensibilidade e Especificidade , Proteínas de Protozoários/genética , Humanos , Plasmodium falciparum/genética , Plasmodium falciparum/isolamento & purificação , Malária Falciparum/diagnóstico , Malária Falciparum/epidemiologia , Malária Falciparum/parasitologia , Antígenos de Protozoários/genética , Nigéria/epidemiologia , Criança , Adulto , Microscopia/métodos , Pré-Escolar , Feminino , Masculino , Adolescente , Testes Diagnósticos de Rotina/métodos , Adulto Jovem , Lactente , Pessoa de Meia-Idade , Testes de Diagnóstico Rápido
19.
JCI Insight ; 9(9)2024 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-38716733

RESUMO

Vaccination of malaria-naive volunteers with a high dose of Plasmodium falciparum sporozoites chemoattenuated by chloroquine (CQ) (PfSPZ-CVac [CQ]) has previously demonstrated full protection against controlled human malaria infection (CHMI). However, lower doses of PfSPZ-CVac [CQ] resulted in incomplete protection. This provides the opportunity to understand the immune mechanisms needed for better vaccine-induced protection by comparing individuals who were protected with those not protected. Using mass cytometry, we characterized immune cell composition and responses of malaria-naive European volunteers who received either lower doses of PfSPZ-CVac [CQ], resulting in 50% protection irrespective of the dose, or a placebo vaccination, with everyone becoming infected following CHMI. Clusters of CD4+ and γδ T cells associated with protection were identified, consistent with their known role in malaria immunity. Additionally, EMRA CD8+ T cells and CD56+CD8+ T cell clusters were associated with protection. In a cohort from a malaria-endemic area in Gabon, these CD8+ T cell clusters were also associated with parasitemia control in individuals with lifelong exposure to malaria. Upon stimulation with P. falciparum-infected erythrocytes, CD4+, γδ, and EMRA CD8+ T cells produced IFN-γ and/or TNF, indicating their ability to mediate responses that eliminate malaria parasites.


Assuntos
Linfócitos T CD4-Positivos , Linfócitos T CD8-Positivos , Vacinas Antimaláricas , Malária Falciparum , Plasmodium falciparum , Esporozoítos , Adolescente , Adulto , Feminino , Humanos , Masculino , Adulto Jovem , Antimaláricos/uso terapêutico , Antimaláricos/administração & dosagem , Linfócitos T CD4-Positivos/imunologia , Linfócitos T CD8-Positivos/imunologia , Cloroquina/uso terapêutico , Cloroquina/farmacologia , Europa (Continente) , População Europeia , Gabão , Vacinas Antimaláricas/imunologia , Vacinas Antimaláricas/administração & dosagem , Malária Falciparum/imunologia , Malária Falciparum/prevenção & controle , Parasitemia/imunologia , Plasmodium falciparum/imunologia , Esporozoítos/imunologia , Vacinação/métodos , Vacinas Atenuadas/imunologia , Vacinas Atenuadas/administração & dosagem , População Centro-Africana
20.
CPT Pharmacometrics Syst Pharmacol ; 12(1): 50-61, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36412499

RESUMO

Chemoprophylactics are a vital tool in the fight against malaria. They can be used to protect populations at risk, such as children younger than the age of 5 in areas of seasonal malaria transmission or pregnant women. Currently approved chemoprophylactics all present challenges. There are either concerns about unacceptable adverse effects such as neuropsychiatric sequalae (mefloquine), risks of hemolysis in patients with G6PD deficiency (8-aminoquinolines such as tafenoquine), or cost and daily dosing (atovaquone-proguanil). Therefore, there is a need to develop new chemoprophylactic agents to provide more affordable therapies with better compliance through improving properties such as pharmacokinetics to allow weekly, preferably monthly, dosing. Here we present a pharmacokinetic-pharmacodynamic (PKPD) model constructed using DSM265 (a dihydroorotate dehydrogenase inhibitor with activity against the liver schizonts of malaria, therefore, a prophylaxis candidate). The PKPD model mimics the parasite lifecycle by describing parasite dynamics and drug activity during the liver and blood stages. A major challenge is the estimation of model parameters, as only blood-stage parasites can be observed once they have reached a threshold. By combining qualitative and quantitative knowledge about the parasite from various sources, it has been shown that it is possible to infer information about liver-stage growth and its initial infection level. Furthermore, by integrating clinical data, the killing effect of the drug on liver- and blood-stage parasites can be included in the PKPD model, and a clinical outcome can be predicted. Despite multiple challenges, the presented model has the potential to help translation from preclinical to late development for new chemoprophylactic candidates.


Assuntos
Antimaláricos , Deficiência de Glucosefosfato Desidrogenase , Malária , Criança , Humanos , Feminino , Gravidez , Antimaláricos/farmacologia , Antimaláricos/uso terapêutico , Malária/tratamento farmacológico , Malária/prevenção & controle , Deficiência de Glucosefosfato Desidrogenase/induzido quimicamente , Deficiência de Glucosefosfato Desidrogenase/tratamento farmacológico , Inibidores Enzimáticos , Fígado
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