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1.
J Infect Dis ; 229(6): 1919-1925, 2024 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-38451247

RESUMO

Current serologic tests for HIV screening and confirmation of infection present challenges to the adoption of HIV vaccines. The detection of vaccine-induced HIV-1 antibodies in the absence of HIV-1 infection, referred to as vaccine-induced seropositivity/seroreactivity, confounds the interpretation of test results, causing misclassification of HIV-1 status with potential affiliated stigmatization. For HIV vaccines to be widely adopted with high community confidence and uptake, tests are needed that are agnostic to the vaccination status of tested individuals (ie, positive only for true HIV-1 infection). Successful development and deployment of such tests will require HIV vaccine developers to work in concert with diagnostic developers. Such tests will need to match today's high-performance standards (accuracy, cost-effectiveness, simplicity) for use in vaccinated and unvaccinated populations, especially in low- and middle-income countries with high HIV burden. Herein, we discuss the challenges and strategies for developing modified serologic HIV tests for concurrent deployment with HIV vaccines.


Assuntos
Vacinas contra a AIDS , Infecções por HIV , HIV-1 , Humanos , Infecções por HIV/diagnóstico , Infecções por HIV/prevenção & controle , Vacinas contra a AIDS/imunologia , HIV-1/imunologia , Anticorpos Anti-HIV/sangue , Anticorpos Anti-HIV/imunologia , Testes Sorológicos/métodos
2.
Parasitol Res ; 118(7): 2263-2270, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31089811

RESUMO

Current diagnostic tools to determine infection with the helminth parasite Onchocerca volvulus have limited performance characteristics. In previous studies, a proteome-wide screen was conducted to identify linear epitopes in this parasite's proteome, resulting in the discovery of 1110 antigenic peptide fragments. Here, we investigated three of these peptides using peptide ELISA's and evaluated their sensitivity and specificity. Epitope mapping was performed, and peptides were constructed that contained only the minimal epitope, flanked by a linker. Investigation of the performance of these minimal epitope peptides demonstrated that all three of them have a specificity (as defined by lack of response in non-helminth-infected individuals) of 100%, low cross-reactivity (5.6%, 5.6%, and 9.3%, respectively), but low sensitivity (36.9%, 46.5%, and 41.2%, respectively). Some cross-reactivity was observed in samples from individuals infected with soil-transmitted helminths or Brugia malayi. Combining these three minimal epitopes in a single peptide, called OvNMP-48, resulted in a performance that exceeded the sum of the individual epitopes, with a sensitivity of 76.0%, a specificity of 97.4%, and a cross-reactivity of 11.1%. Cross-reactivity was observed in some STH and Brugia malayi-infected individuals. This work opens the opportunity to start exploring how these novel linear epitope markers might become part of the O. volvulus diagnostic toolbox.


Assuntos
Antígenos de Helmintos/imunologia , Epitopos/imunologia , Filariose/diagnóstico , Onchocerca volvulus/imunologia , Oncocercose/diagnóstico , Peptídeos/imunologia , Adulto , Idoso , Animais , Brugia Malayi/imunologia , Reações Cruzadas , Ensaio de Imunoadsorção Enzimática , Mapeamento de Epitopos , Feminino , Filariose/parasitologia , Humanos , Masculino , Pessoa de Meia-Idade , Oncocercose/parasitologia , Proteoma , Sensibilidade e Especificidade , Testes Sorológicos , Adulto Jovem
3.
Parasite Immunol ; 40(11): e12587, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-30188578

RESUMO

In our previous study, a proteome-wide screen was conducted to identify linear epitopes in this parasite's proteome, resulting in the discovery of three immunodominant motifs. Here, we investigated whether such antigenic peptides were found in proteins that were already known as vaccine candidates and excretome/secretome proteins for Onchocerca volvulus This approach led to the identification of 71 immunoreactive stretches in 46 proteins. A deep-dive into the immunoreactivity profiles of eight vaccine candidates that were chosen as most promising candidates for further development (Ov-CPI-2, Ov-ALT-1, Ov-RAL-2, Ov-ASP-1, Ov-103, Ov-RBP-1, Ov-CHI-1, and Ov-B20), resulted in the identification of a poly-glutamine stretch in Ov-RAL-2 that has properties for use as a serodiagnostic marker for O. volvulus infection. A peptide ELISA was developed, and the performance of this assay was evaluated. Based on this assessment, it was found that this assay has a sensitivity of 75.0% [95% CI: 64.9%-83.5%] and a specificity of 98.5% [95% CI: 94.6%-99.8%]. Furthermore, 8.7% reactivity in Asian parasite-infected individuals (8 out of 92) was observed. Besides this identification of a linear epitope marker, the information on the presence of linear epitopes in vaccine candidate proteins might be useful in the study of vaccines for river blindness.


Assuntos
Antígenos de Helmintos/imunologia , Proteínas de Helminto/imunologia , Onchocerca volvulus/imunologia , Oncocercose Ocular/imunologia , Animais , Anticorpos Anti-Helmínticos/imunologia , Formação de Anticorpos , Antígenos de Helmintos/administração & dosagem , Antígenos de Helmintos/química , Antígenos de Helmintos/genética , Ensaio de Imunoadsorção Enzimática , Epitopos/química , Epitopos/genética , Epitopos/imunologia , Proteínas de Helminto/administração & dosagem , Proteínas de Helminto/química , Humanos , Onchocerca volvulus/química , Onchocerca volvulus/genética , Oncocercose Ocular/parasitologia , Oncocercose Ocular/prevenção & controle , Vacinas/administração & dosagem , Vacinas/química , Vacinas/genética , Vacinas/imunologia
4.
Parasitol Res ; 116(3): 1013-1022, 2017 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-28111713

RESUMO

River blindness, caused by infection with the filarial nematode Onchocerca volvulus, is a neglected tropical disease affecting millions of people. There is a clear need for diagnostic tools capable of identifying infected patients, but that can also be used for monitoring disease progression and treatment efficacy. Plasma-derived parasitic microRNAs have been suggested as potential candidates for such diagnostic tools. We have investigated whether these parasitic microRNAs are present in sufficient quantity in plasma of Onchocerca-infected patients to be used as a diagnostic biomarker for detection of O. volvulus infection or treatment monitoring. Plasma samples were collected from different sources (23 nodule-positive individuals and 20 microfilaridermic individuals), microRNAs (miRNAs) were extracted using Qiagen miRNeasy kit, and a set of 17 parasitic miRNAs was evaluated on these miRNA extracts using miRCURY Locked Nucleic Acid (LNA) Universal RT microRNA PCR system. Of the 17 miRNAs evaluated, only 7 miRNAs were found to show detectable signal in a number of samples: bma-miR-236-1, bma-miR-71, ov-miR71-22nt, ov-miR-71-23nt, ov-miR-100d, ov-bantam-a, and ov-miR-87-3p. Subsequent melting curve analysis, however, indicated that the signals observed for ov-miR-71 variants and ov-miR-87-3p are non-specific. The other miRNAs only showed positive signal in one or few samples with Cq values just below the cutoff. Our data indicate that parasitic miRNAs are not present in circulation at a sufficiently high level to be used as biomarker for O. volvulus infection or treatment monitoring using LNA-based RT-qPCR analysis.


Assuntos
DNA de Helmintos/genética , MicroRNAs/genética , Oligonucleotídeos/genética , Onchocerca volvulus/isolamento & purificação , Oncocercose Ocular/parasitologia , Reação em Cadeia da Polimerase em Tempo Real/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Animais , Anti-Helmínticos/uso terapêutico , Biomarcadores/sangue , DNA de Helmintos/sangue , DNA de Helmintos/metabolismo , Feminino , Humanos , Masculino , MicroRNAs/sangue , MicroRNAs/metabolismo , Pessoa de Meia-Idade , Oligonucleotídeos/metabolismo , Onchocerca volvulus/genética , Onchocerca volvulus/metabolismo , Oncocercose Ocular/sangue , Oncocercose Ocular/diagnóstico , Oncocercose Ocular/tratamento farmacológico , Resultado do Tratamento , Adulto Jovem
5.
Anal Chem ; 88(17): 8450-8, 2016 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-27487722

RESUMO

Flu is caused by the influenza virus that, due to mutations, keeps our body vulnerable for infections, making early diagnosis essential. Although immuno-based diagnostic tests are available, they have low sensitivity and reproducibility. In this paper, the prospect of detecting influenza A virus using digital ELISA has been studied. To appropriately select bioreceptors for this bioassay, seven commercial antibodies against influenza A nucleoprotein were methodically tested for their reactivity and binding affinity. The study has been performed on two markedly different platforms, being an enzyme-linked immunosorbent assay and a surface plasmon resonance system. The selected antibodies displayed completely different behavior on the two platforms and in various assay configurations. Surprisingly, the antibodies that showed overall good reactivity on both platforms had the highest dissociation constant among the tested antibodies, suggesting that, although important, binding affinity is not the only parameter to be considered when selecting antibodies. Moreover, only one antibody had the capacity to capture the nucleoprotein directly in lysis buffer used for releasing this viral protein, which might pose a huge advantage when developing assays with a fast time-to-result. This antibody was implemented on an in-house developed digital ELISA platform for ultrasensitive detection of recombinant nucleoprotein, reaching a detection limit of 4 ± 1 fM in buffer and 10 ± 2 fM in 10-fold diluted nasopharyngeal swabs, which is comparable to currently available fast molecular detection techniques. These results point to a great potential for ultrasensitive immuno-based influenza detection.


Assuntos
Ensaio de Imunoadsorção Enzimática/métodos , Vírus da Influenza A/química , Proteínas de Ligação a RNA/análise , Proteínas do Core Viral/análise , Proteínas do Nucleocapsídeo , Proteínas Recombinantes/análise
6.
J Virol ; 89(2): 1340-7, 2015 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-25392214

RESUMO

UNLABELLED: Opportunistic infection of oligodendrocytes by human JC polyomavirus may result in the development of progressive multifocal encephalopathy in immunocompromised individuals. Neurotropic JC virus generally harbors reorganized noncoding control region (NCCR) DNA interspersed on the viral genome between early and late coding genes. By applying 454 sequencing on NCCR DNA amplified from body fluid samples (urine, plasma, and cerebrospinal fluid [CSF]) from 19 progressive multifocal leukoencephalopathy (PML) patients, we attempted to reveal the composition of the JC polyomavirus population (the quasispecies, i.e., the whole of the consensus population and minor viral variants) contained in different body compartments and to better understand intrapatient viral dissemination. Our data demonstrate that in the CSF of PML patients, the JC viral population is often a complex mixture composed of multiple viral variants that contribute to the quasispecies. In contrast, urinary JC virus highly resembled the archetype virus, and urine most often did not contain minor viral variants. It also appeared that archetype JC virus could sporadically be identified in PML patient brain, although selection of rearranged JC virus DNA was favored. Comparison of the quasispecies from different body compartments within a given patient suggested a strong correlation between the viral population in plasma and CSF, whereas the viral population shed in urine appeared to be unrelated. In conclusion, it is shown that the representation of viral DNA in the CSF following the high-level DNA replication in the brain underlying PML has hitherto been much underestimated. Our data also underscore that the hematogenous route might play a pivotal role in viral dissemination from or toward the brain. IMPORTANCE: For the first time, the JC polyomavirus population contained in different body compartments of patients diagnosed with progressive multifocal encephalopathy has been studied by deep sequencing. Two main findings came out of this work. First, it became apparent that the complexity of the viral population associated with PML has been highly underestimated so far, suggestive of a highly dynamic process of reorganization of the noncoding control region of JC polyomavirus in vivo, mainly in CSF and blood. Second, evidence showing viral dissemination from and/or toward the brain via the hematogenous route was provided, confirming a hypothesis that was recently put forward in the field.


Assuntos
Variação Genética , Vírus JC/classificação , Vírus JC/genética , Leucoencefalopatia Multifocal Progressiva/virologia , Líquido Cefalorraquidiano/virologia , Análise por Conglomerados , DNA Viral/química , DNA Viral/genética , Feminino , Humanos , Vírus JC/isolamento & purificação , Masculino , Dados de Sequência Molecular , Filogenia , Plasma/virologia , Análise de Sequência de DNA , Urina/virologia
7.
J Antimicrob Chemother ; 69(9): 2477-88, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24862093

RESUMO

OBJECTIVES: Combination microbicide vaginal rings may be more effective than single microbicide rings at reducing/preventing sexual transmission of HIV. Here, we report the pre-clinical development and macaque pharmacokinetics of matrix-type silicone elastomer vaginal rings containing dapivirine and darunavir. METHODS: Macaque rings containing 25 mg dapivirine, 100 mg dapivirine, 300 mg darunavir or 100 mg dapivirine+300 mg darunavir were manufactured and characterized by differential scanning calorimetry. In vitro release was assessed into isopropanol/water and simulated vaginal fluid. Macaque vaginal fluid and blood serum concentrations for both antiretrovirals were measured during 28 day ring use. Tissue levels were measured on day 28. Ex vivo challenge studies were performed on vaginal fluid samples and IC50 values were calculated. RESULTS: Darunavir caused a concentration-dependent reduction in the dapivirine melting temperature in both solid drug mixes and in the combination ring. In vitro release from rings was dependent on drug loading, the number of drugs present and the release medium. In macaques, serum concentrations of both microbicides were maintained between 10(1) and 10(2) pg/mL. Vaginal fluid levels ranged between 10(3) and 10(4) ng/g and between 10(4) and 10(5) ng/g for dapivirine and darunavir, respectively. Both dapivirine and darunavir showed very similar concentrations in each tissue type; the range of drug tissue concentrations followed the general rank order: vagina (1.8 × 10(3)-3.8 × 10(3) ng/g)  > cervix (9.4 × 10(1)-3.9 × 10(2) ng/g)  > uterus (0-108 ng/g)  > rectum (0-40 ng/g). Measured IC50 values were >2 ng/mL for both compounds. CONCLUSIONS: Based on these results, and in light of recent clinical progress of the 25 mg dapivirine ring, a combination vaginal ring containing dapivirine and darunavir is a viable second-generation HIV microbicide candidate.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Dispositivos Anticoncepcionais Femininos , Transmissão de Doença Infecciosa/prevenção & controle , Infecções por HIV/prevenção & controle , Profilaxia Pré-Exposição/métodos , Pirimidinas/uso terapêutico , Sulfonamidas/uso terapêutico , Animais , Fármacos Anti-HIV/farmacocinética , Líquidos Corporais/química , Colo do Útero/química , Darunavir , Modelos Animais de Doenças , Quimioterapia Combinada/métodos , Feminino , Humanos , Concentração Inibidora 50 , Macaca , Pirimidinas/farmacocinética , Reto/química , Sulfonamidas/farmacocinética , Útero/química , Vagina/química
8.
Virol J ; 11: 158, 2014 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-25178457

RESUMO

BACKGROUND: JC polyomavirus (JCPyV) is a widespread human polyomavirus that usually resides latently in its host, but can be reactivated under immune-compromised conditions potentially causing Progressive Multifocal Leukoencephalopathy (PML). JCPyV encodes its own microRNA, jcv-miR-J1. METHODS: We have investigated in 50 healthy subjects whether jcv-miR-J1-5p (and its variant jcv-miR-J1a-5p) can be detected in plasma or urine. RESULTS: We found that the overall detection rate of JCPyV miRNA was 74% (37/50) in plasma and 62% (31/50) in urine. Subjects were further categorized based on JCPyV VP1 serology status and viral shedding. In seronegative subjects, JCPyV miRNA was found in 86% (12/14) and 57% (8/14) of plasma and urine samples, respectively. In seropositive subjects, the detection rate was 69% (25/36) and 64% (23/36) for plasma and urine, respectively. Furthermore, in seropositive subjects shedding virus in urine, higher levels of urinary viral miRNAs were observed, compared to non-shedding seropositive subjects (P < 0.001). No correlation was observed between urinary and plasma miRNAs. CONCLUSION: These data indicate that analysis of circulating viral miRNAs divulge the presence of latent JCPyV infection allowing further stratification of seropositive individuals. Also, our data indicate higher infection rates than would be expected from serology alone.


Assuntos
Vírus JC/isolamento & purificação , MicroRNAs/isolamento & purificação , Infecções por Polyomavirus/diagnóstico , RNA Viral/sangue , RNA Viral/urina , Infecções Tumorais por Vírus/diagnóstico , Adulto , Feminino , Humanos , Masculino , MicroRNAs/classificação , MicroRNAs/genética , Pessoa de Meia-Idade , Infecções por Polyomavirus/sangue , Infecções por Polyomavirus/urina , Sensibilidade e Especificidade , Infecções Tumorais por Vírus/sangue , Infecções Tumorais por Vírus/urina , Carga Viral , Eliminação de Partículas Virais , Adulto Jovem
9.
Virol J ; 11: 41, 2014 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-24588811

RESUMO

BACKGROUND: JC polyomavirus (JCPyV) is a widespread human polyomavirus that usually resides latently in its host. It can be reactivated under immunomodulating conditions and cause Progressive Multifocal Leukoencephalopathy (PML). Circulating microRNAs (miRNAs) are emerging as promising biomarkers for several pathologies. In this study, we have investigated whether circulating miRNAs exist that are differentially expressed between JCPyV seropositive and JCPyV seronegative on the one hand or between JCPyV shedders and JCPyV non-shedders on the other hand. METHODS: Human miRNA expression profiling was performed in a small set of plasma samples obtained from seronegative subjects, seropositive shedders and seropositive non-shedders. A set of 10 miRNAs was selected for further analysis in a larger group of samples. RESULTS: Based on the plasma profiling experiment of 30 samples, 6 miRNAs were selected that were possibly differentially expressed between seropositive and seronegative subjects and 4 miRNAs were selected that were possibly differentially expressed between shedders and non-shedders. Subsequently, expression of these 10 selected miRNAs was assessed in an independent set of 100 plasma samples. Results indicated that none of them were differentially expressed. CONCLUSION: This study could not identify circulating human miRNAs that were differentially expressed between plasma from JCPyV seropositive and JCPyV seronegative subjects or between JCPyV shedders and JCPyV non-shedders.


Assuntos
Biomarcadores/sangue , Vírus JC/classificação , MicroRNAs/sangue , Infecções por Polyomavirus/diagnóstico , Infecções por Polyomavirus/virologia , Urina/virologia , Carga Viral , Adulto , Idoso , Feminino , Humanos , Vírus JC/isolamento & purificação , Masculino , Pessoa de Meia-Idade , Plasma/química , Adulto Jovem
10.
Virol J ; 11: 174, 2014 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-25273879

RESUMO

BACKGROUND: JC polyomavirus (JCPyV) is a widespread human polyomavirus that usually resides latently in its host, but can be reactivated under immune-compromised conditions potentially causing Progressive Multifocal Leukoencephalopathy (PML). Detection of antibodies against the major capsid protein VP1 currently is the main marker for assessment of infection with JCPyV. METHODS: Based on a peptide microarray, peptide JCPyV_VP2_167-15mer was selected and a peptide ELISA was developed for detection of antibodies directed against this peptide. Epitope mapping and computational modelling was performed to further characterize this peptide. In a cohort of 204 healthy subjects it was investigated whether antibodies against JCPyV_VP2_167-15mer were correlated with VP1 serology or urinary viral load. RESULTS: Epitope mapping of peptide JCPyV_VP2_167-15mer showed that the minimal epitope consisted of L173PALTSQEI181 with amino acids P174, L176 and E180 being essential for antibody recognition. Computational analysis was used to predict that this epitope is located at an exposed domain of the VP2 capsid protein, readily accessible for immune recognition upon infection. No correlation could be observed with JCPyV VP1 antibody levels, or urinary viral load. CONCLUSION: This work indicates that specific antibodies against JCPyV_VP2_167-15mer might be considered as a novel serological marker for infection with JCPyV.


Assuntos
Vírus JC/isolamento & purificação , Peptídeos/imunologia , Infecções por Polyomavirus/diagnóstico , Análise Serial de Proteínas/métodos , Testes Sorológicos/métodos , Infecções Tumorais por Vírus/diagnóstico , Adulto , Idoso , Sequência de Aminoácidos , Anticorpos Antivirais , Biomarcadores , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Moleculares , Infecções por Polyomavirus/virologia , Conformação Proteica , Infecções Tumorais por Vírus/virologia , Adulto Jovem
11.
Virol J ; 10: 268, 2013 Aug 28.
Artigo em Inglês | MEDLINE | ID: mdl-23984639

RESUMO

Polyomaviruses are a family of non-enveloped DNA viruses infecting several species, including humans, primates, birds, rodents, bats, horse, cattle, raccoon and sea lion. They typically cause asymptomatic infection and establish latency but can be reactivated under certain conditions causing severe diseases. MicroRNAs (miRNAs) are small non-coding RNAs that play important roles in several cellular processes by binding to and inhibiting the translation of specific mRNA transcripts. In this review, we summarize the current knowledge of microRNAs involved in polyomavirus infection. We review in detail the different viral miRNAs that have been discovered and the role they play in controlling both host and viral protein expression. We also give an overview of the current understanding on how host miRNAs may function in controlling polyomavirus replication, immune evasion and pathogenesis.


Assuntos
Regulação Viral da Expressão Gênica , Regulação da Expressão Gênica , Interações Hospedeiro-Patógeno , MicroRNAs/genética , MicroRNAs/metabolismo , Polyomavirus/fisiologia , Animais , Humanos , Polyomavirus/genética , RNA Viral/genética , RNA Viral/metabolismo
12.
Microbiol Spectr ; 11(3): e0071523, 2023 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-37222611

RESUMO

Vaccine-induced seroreactivity/positivity (VISR/P) poses a significant and common challenge to HIV vaccine implementation, as up to 95% of vaccine recipients may be misclassified as having HIV infection by current HIV screening and confirmatory serological assays. We investigated whether internal HIV proteins could be used to overcome VISR and discovered a set of 4 antigens (gp41 endodomain, p31 integrase, p17 matrix protein, and Nef) that are recognized by antibodies produced in individuals with HIV infection but not in vaccinated individuals. When evaluated in a multiplex double-antigen bridging ELISA, this antigen combination had specificities of 98.1% prevaccination and 97.1% postvaccination, demonstrating the assay is minimally impacted by vaccine-induced antibodies. The sensitivity was 98.5%, further increasing to 99.7% when p24 antigen testing was included. Results were similar across HIV-1 clades. Although more technical advancements will be desired, this research provides the groundwork for the development of new fourth-generation HIV tests unaffected by VISR. IMPORTANCE While the detection of HIV infection is accomplished by several methods, the most common are serological tests that detect host antibodies produced in response to viral infection. However, the use of current serological tests may present a significant challenge to the adoption of an HIV vaccine in the future because the antibodies to HIV antigens detected in currently available tests also tend to be included as antigens in the HIV vaccines in development. The use of these serological tests may thus result in the misclassification of vaccinated HIV-negative individuals, which can have potential for significant harms for individuals and could prevent the widespread adoption and implementation of HIV vaccines. Our study aimed to identify and evaluate target antigens for inclusion in new serological tests that can be used to identify HIV infections without interference from vaccine-induced antibodies but also fit within existing platforms for HIV diagnostics.


Assuntos
Vacinas contra a AIDS , Infecções por HIV , HIV-1 , Humanos , Infecções por HIV/diagnóstico , Anticorpos Antivirais , Testes Sorológicos/métodos
13.
Artigo em Inglês | MEDLINE | ID: mdl-36082138

RESUMO

Identifying the molecular mechanisms controlling the host's response to infection with Onchocerca volvulus is important to understand how the human host controls such parasitic infection. Little is known of the cellular immune response upon infection with O. volvulus. We performed a transcriptomic study using PAXgene-preserved whole blood from 30 nodule-positive individuals and 21 non-endemic controls. It was found that of the 45,042 transcripts that were mapped to the human genome, 544 were found to be upregulated and 447 to be downregulated in nodule-positive individuals (adjusted P-value < 0.05). Pathway analysis was performed on this set of differentially expressed genes, which demonstrated an impact on oxidative phosphorylation and protein translation. Upstream regulator analysis showed that the mTOR associated protein RICTOR appears to play an important role in inducing the transcriptional changes in infected individuals. Functional analysis of the genes affected by infection indicated a suppression of antibody response, Th17 immune response and proliferation of activated T lymphocytes. Multiple regression models were used to select 22 genes that could contribute significantly in the generation of a classifier to predict infection with O. volvulus. For these 22 genes, as well as for 8 reference target genes, validated RT-qPCR assays were developed and used to re-analyze the discovery sample set. These data were used to perform elastic net regularized logistic regression and a panel of 7 genes was found to be the best performing classifier. The resulting algorithm returns a value between 0 and 1, reflecting the predicted probability of being infected. A validation panel of 69 nodule-positive individuals and 5 non-endemic controls was used to validate the performance of this classifier. Based on this validation set only, a sensitivity of 94.2% and a specificity of 60.0% was obtained. When combining the discovery test set and validation set, a sensitivity of 96.0% and a specificity of 92.3% was obtained. Large-scale validation approaches will be necessary to define the intended use for this classifier. Besides the use as marker for infection in MDA efficacy surveys and epidemiological transmission studies, this classifier might also hold potential as pharmacodynamic marker in macrofilaricide clinical trials.

14.
PLoS Negl Trop Dis ; 16(6): e0010500, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35714140

RESUMO

BACKGROUND: With the World Health Organization's (WHO) publication of the 2021-2030 neglected tropical diseases (NTDs) roadmap, the current gap in global diagnostics became painfully apparent. Improving existing diagnostic standards with state-of-the-art technology and artificial intelligence has the potential to close this gap. METHODOLOGY/PRINCIPAL FINDINGS: We prototyped an artificial intelligence-based digital pathology (AI-DP) device to explore automated scanning and detection of helminth eggs in stool prepared with the Kato-Katz (KK) technique, the current diagnostic standard for diagnosing soil-transmitted helminths (STHs; Ascaris lumbricoides, Trichuris trichiura and hookworms) and Schistosoma mansoni (SCH) infections. First, we embedded a prototype whole slide imaging scanner into field studies in Cambodia, Ethiopia, Kenya and Tanzania. With the scanner, over 300 KK stool thick smears were scanned, resulting in total of 7,780 field-of-view (FOV) images containing 16,990 annotated helminth eggs (Ascaris: 8,600; Trichuris: 4,083; hookworms: 3,623; SCH: 684). Around 90% of the annotated eggs were used to train a deep learning-based object detection model. From an unseen test set of 752 FOV images containing 1,671 manually verified STH and SCH eggs (the remaining 10% of annotated eggs), our trained object detection model extracted and classified helminth eggs from co-infected FOV images in KK stool thick smears, achieving a weighted average precision (± standard deviation) of 94.9% ± 0.8% and a weighted average recall of 96.1% ± 2.1% across all four helminth egg species. CONCLUSIONS/SIGNIFICANCE: We present a proof-of-concept for an AI-DP device for automated scanning and detection of helminth eggs in KK stool thick smears. We identified obstacles that need to be addressed before the diagnostic performance can be evaluated against the target product profiles for both STH and SCH. Given that these obstacles are primarily associated with the required hardware and scanning methodology, opposed to the feasibility of AI-based results, we are hopeful that this research can support the 2030 NTDs road map and eventually other poverty-related diseases for which microscopy is the diagnostic standard.


Assuntos
Helmintíase , Helmintos , Ancylostomatoidea , Animais , Inteligência Artificial , Ascaris lumbricoides , Fezes/parasitologia , Helmintíase/diagnóstico , Helmintíase/parasitologia , Doenças Negligenciadas/diagnóstico , Schistosoma mansoni , Solo/parasitologia , Trichuris
15.
PLoS Negl Trop Dis ; 15(4): e0009369, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33909616

RESUMO

The scientific community identified non stool-based biomarkers as the way forward to support soil-transmitted helminth (STH; Ascaris lumbricoides, Trichuris trichiura and the hookworms Ancylostoma duodenale and Necator americanus) and schistosome (S. mansoni and S. haematobium) deworming programs. This support is needed in making the decision of whether or not to stop preventive chemotherapy intervention efforts and to ultimately transition towards a post-intervention surveillance phase. We applied a two-step micro-array approach to identify antigenic linear epitopes in the STH and S. mansoni proteomes. In a first experiment, we identified antigenic peptides by applying sera from 24 STH and/or S. mansoni infected Ethiopian children on a high-density peptide microarray containing 3.3 million peptides derived from the complete STH and S. mansoni proteomes. A second array experiment with 170,185 peptides that were recognized in the first array was designed to identify non-specific antibody reactivity by applying sera from 24 healthy individuals from Belgium (a non-endemic country). From this array testing cascade, several peptides were identified for STH but none of them appeared to be unique for one species. We therefore concluded that for STH, none of the peptides revealed to be sufficiently sensitive or species specific. For S. mansoni, some promising peptides were identified prompting future investigation. Based on these results, it is unlikely that linear epitopes would be highly useful in detecting species-specific antibody responses to STH in endemic communities. For S. mansoni, one particular peptide of the micro-exon gene 12 (MEG-12) protein deserves further research. In addition, this study emphasizes the need of well-characterized biobanks for biomarker discovery, particularly when the integration of multiple disease programs is envisioned.


Assuntos
Antígenos de Helmintos/análise , Peptídeos/análise , Proteoma/análise , Solo/parasitologia , Adolescente , Animais , Bélgica , Criança , Fezes/parasitologia , Feminino , Helmintíase/tratamento farmacológico , Helmintíase/epidemiologia , Helmintíase/parasitologia , Helmintos/imunologia , Helmintos/isolamento & purificação , Humanos , Masculino , Administração Massiva de Medicamentos , Contagem de Ovos de Parasitas , Schistosoma mansoni/imunologia , Schistosoma mansoni/isolamento & purificação , Esquistossomose mansoni/tratamento farmacológico , Esquistossomose mansoni/epidemiologia , Esquistossomose mansoni/parasitologia , Especificidade da Espécie
16.
PLoS Negl Trop Dis ; 15(11): e0009999, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34843471

RESUMO

The neglected tropical disease onchocerciasis, or river blindness, is caused by infection with the filarial nematode Onchocerca volvulus. Current estimates indicate that 17 million people are infected worldwide, the majority of them living in Africa. Today there are no non-invasive tests available that can detect ongoing infection, and that can be used for effective monitoring of elimination programs. In addition, to enable pharmacodynamic studies with novel macrofilaricide drug candidates, surrogate endpoints and efficacy biomarkers are needed but are non-existent. We describe the use of a multimodal untargeted mass spectrometry-based approach (metabolomics and lipidomics) to identify onchocerciasis-associated metabolites in urine and plasma, and of specific lipid features in plasma of infected individuals (O. volvulus infected cases: 68 individuals with palpable nodules; lymphatic filariasis cases: 8 individuals; non-endemic controls: 20 individuals). This work resulted in the identification of elevated concentrations of the plasma metabolites inosine and hypoxanthine as biomarkers for filarial infection, and of the urine metabolite cis-cinnamoylglycine (CCG) as biomarker for O. volvulus. During the targeted validation study, metabolite-specific cutoffs were determined (inosine: 34.2 ng/ml; hypoxanthine: 1380 ng/ml; CCG: 29.7 ng/ml) and sensitivity and specificity profiles were established. Subsequent evaluation of these biomarkers in a non-endemic population from a different geographical region invalidated the urine metabolite CCG as biomarker for O. volvulus. The plasma metabolites inosine and hypoxanthine were confirmed as biomarkers for filarial infection. With the availability of targeted LC-MS procedures, the full potential of these 2 biomarkers in macrofilaricide clinical trials, MDA efficacy surveys, and epidemiological transmission studies can be investigated.


Assuntos
Biomarcadores/química , Cromatografia Líquida/métodos , Espectrometria de Massas/métodos , Oncocercose/sangue , Oncocercose/urina , Animais , Biomarcadores/sangue , Biomarcadores/urina , Feminino , Humanos , Masculino , Onchocerca volvulus/fisiologia , Oncocercose/diagnóstico , Oncocercose/parasitologia , Plasma/química , Urina/química
17.
PLoS Negl Trop Dis ; 14(10): e0008807, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33057357

RESUMO

Intestinal worms, or soil-transmitted helminths (STHs), affect hundreds of millions of people in all tropical and subtropical regions of the world. The most prevalent STH is Ascaris lumbricoides. Through large-scale deworming programs, World Health Organization aims to reduce morbidity, caused by moderate-to-heavy intensity infections, below 2%. In order to monitor these control programs, stool samples are examined microscopically for the presence of worm eggs. This procedure requires well-trained personnel and is known to show variability between different operators interpreting the slides. We have investigated whether ABA-1, one of the excretory-secretory products of A. lumbricoides can be used as a coproantigen marker for infection with this parasite. Polyclonal antibodies were generated and a coproantigen ELISA was developed. Using this ELISA, it was found that ABA-1 in stool detected Ascaris infection with a sensitivity of 91.5% and a specificity of 95.3%. Our results also demonstrate that there is a correlation between ABA-1 levels in stool and A. lumbricoides DNA detected in stool. Using a threshold of 18.2 ng/g stool the ABA-1 ELISA correctly assigned 68.4% of infected individuals to the moderate-to-heavy intensity infection group, with a specificity of 97.1%. Furthermore, the levels of ABA-1 in stool were shown to rapidly and strongly decrease upon administration of a standard anthelminthic treatment (single oral dose of 400 mg albendazole). In an Ascaris suum infection model in pigs, it was found that ABA-1 remained undetectable until day 28 and was detected at day 42 or 56, concurrent with the appearance of worm eggs in the stool. This report demonstrates that ABA-1 can be considered an Ascaris -specific coproantigen marker that can be used to monitor infection intensity. It also opens the path for development of point-of-care immunoassay-based tests to determine A. lumbricoides infection in stool at the sample collection site.


Assuntos
Ascaríase/diagnóstico , Ascaríase/veterinária , Ascaris lumbricoides/isolamento & purificação , Ensaio de Imunoadsorção Enzimática/métodos , Proteínas de Helminto/análise , Doenças dos Suínos/diagnóstico , Animais , Ascaríase/parasitologia , Ascaris lumbricoides/genética , Ascaris lumbricoides/metabolismo , Fezes/química , Fezes/parasitologia , Feminino , Proteínas de Helminto/genética , Proteínas de Helminto/metabolismo , Humanos , Masculino , Suínos , Doenças dos Suínos/parasitologia
18.
Sci Rep ; 10(1): 15780, 2020 09 25.
Artigo em Inglês | MEDLINE | ID: mdl-32978457

RESUMO

Infections with intestinal worms, such as Ascaris lumbricoides, affect hundreds of millions of people in all tropical and subtropical regions of the world. Through large-scale deworming programs, World Health Organization aims to reduce moderate-to-heavy intensity infections below 1%. Current diagnosis and monitoring of these control programs are solely based on the detection of worm eggs in stool. Here we describe how metabolome analysis was used to identify the A. lumbricoides-specific urine biomarker 2-methyl pentanoyl carnitine (2-MPC). This biomarker was found to be 85.7% accurate in determining infection and 90.5% accurate in determining a moderate-to-heavy infection. Our results also demonstrate that there is a correlation between 2-MPC levels in urine and A. lumbricoides DNA detected in stool. Furthermore, the levels of 2-MPC in urine were shown to rapidly and strongly decrease upon administration of a standard treatment (single oral dose of 400 mg albendazole). In an Ascaris suum infection model in pigs, it was found that, although 2-MPC levels were much lower compared to humans, there was a significant association between urinary 2-MPC levels and both worm counts (p = 0.023) and the number of eggs per gram (epg) counts (p < 0.001). This report demonstrates that urinary 2-MPC can be considered an A. lumbricoides-specific biomarker that can be used to monitor infection intensity.


Assuntos
Ascaríase/urina , Ascaris lumbricoides/fisiologia , Carnitina/química , Carnitina/urina , Animais , Ascaríase/metabolismo , Biomarcadores/urina , Metabolômica , Suínos
19.
Trends Biochem Sci ; 29(10): 556-64, 2004 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-15450611

RESUMO

In eukaryotic cells, G-protein-coupled receptors (GPCRs), non-transporting nutrient carrier homologues and active nutrient carriers have been recently shown to function as sensors that directly monitor the level of nutrients in the extracellular environment. The plasma membrane is not only the cellular boundary at which signalling molecules that govern metabolism and proliferation are detected, but also the boundary across which nutrients that sustain the generation of energy and building blocks are transported. Nutrient sensors combine these functions in various ways. Classical receptor proteins detect the presence of nutrients, carriers combine the functions of nutrient transporters and receptors, and carrier homologues have lost their transport capacity and become pure receptors. The activation of signal transduction pathways by nutrients adds a new layer to the regulatory network that controls metabolism and proliferation. Nutrient sensors highlight the importance of both nutrients as signalling molecules and nutrient carriers as receptors for signalling pathways.


Assuntos
Membrana Celular/metabolismo , Células Eucarióticas/metabolismo , Transporte Biológico , Glucose/genética , Glucose/metabolismo , Modelos Biológicos , Fenômenos Fisiológicos da Nutrição , Receptores Acoplados a Proteínas G/metabolismo , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Transdução de Sinais
20.
Parasit Vectors ; 12(1): 570, 2019 Nov 29.
Artigo em Inglês | MEDLINE | ID: mdl-31783767

RESUMO

BACKGROUND: Currently, serodiagnosis of infection with the helminth parasite Onchocerca volvulus is limited to the Ov-16 IgG4 test, a test that has limited sensitivity and suboptimal specificity. In previous studies, we identified several linear epitopes that have the potential to supplement the diagnostic toolbox for onchocerciasis. METHODS: In this study three peptides, bearing in total six linear epitopes were transferred to a multiplex ELISA platform. This multiplex ELISA was used to assess the clinical utility of the peptide serology markers by analyzing sample sets from both O. volvulus endemic and non-endemic regions. RESULTS: The multiplex platform was shown to be reproducible and data obtained on the multiplex platform were comparable to the singleplex ELISA data. The clinical utility assessment showed that in a population of school-aged children from western Kenya, a virtually O. volvulus-free area, significant cross-reactivity with an as-yet to be determined immunogen was detected. CONCLUSIONS: The observations made in this study invalidate the usefulness of the peptide serology markers for onchocerciasis detection. We discuss what could be the origin of this unexpected serological response, but also highlight the need for better characterized biobanks for biomarker discovery activities.


Assuntos
Antígenos de Helmintos/imunologia , Ensaio de Imunoadsorção Enzimática , Onchocerca volvulus/imunologia , Oncocercose/diagnóstico , Peptídeos/imunologia , Testes Sorológicos/métodos , Animais , Criança , Reações Cruzadas , Epitopos/imunologia , Humanos , Quênia , Oncocercose/sangue , Sensibilidade e Especificidade , Clima Tropical
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