RESUMO
In the context of social events reopening and economic relaunch, sanitary surveillance of SARS-CoV-2 infection is still required. Here, we evaluated the diagnostic performances of a rapid, extraction-free and connected reverse-transcription loop-mediated isothermal amplification (RT-LAMP) assay on saliva. Nasopharyngeal (NP) swabs and saliva from 443 outpatients were collected simultaneously and tested by reverse-transcription quantitative PCR (RT-qPCR) as reference standard test. Seventy-one individuals (16.0%) were positive by NP and/or salivary RT-qPCR. Sensitivity and specificity of salivary RT-LAMP were 85.9% (95%CI 77.8-94.0%) and 99.5% (98.7-100%), respectively. Performances were similar for symptomatic and asymptomatic participants. Moreover, SARS-CoV-2 genetic variants were analyzed and no dominant mutation in RT-LAMP primer region was observed during the period of the study. We demonstrated that this RT-LAMP test on self-collected saliva is reliable for SARS-CoV-2 detection. This simple connected test with optional automatic results transfer to health authorities is unique and opens the way to secure professional and social events in actual context of economics restart.
Assuntos
Teste de Ácido Nucleico para COVID-19/estatística & dados numéricos , Técnicas de Diagnóstico Molecular/estatística & dados numéricos , Técnicas de Amplificação de Ácido Nucleico/estatística & dados numéricos , SARS-CoV-2/isolamento & purificação , Saliva/virologia , Adulto , Infecções Assintomáticas , Feminino , Humanos , Masculino , Programas de Rastreamento , Pessoa de Meia-Idade , Carga Viral , Adulto JovemRESUMO
Epitope identification is essential for developing effective antibodies that can detect and neutralize bioactive proteins. Computational prediction is a valuable and time-saving alternative for experimental identification. Current computational methods for epitope prediction are underused and undervalued due to their high false positive rate. In this work, we targeted common properties of linear B-cell epitopes identified in an individual protein class (metalloendopeptidases) and introduced an alternative method to reduce the false positive rate and increase accuracy, proposing to restrict predictive models to a single specific protein class. For this purpose, curated epitope sequences from metalloendopeptidases were transformed into frame-shifted Kmers (3 to 15 amino acid residues long). These Kmers were decomposed into a matrix of biochemical attributes and used to train a decision tree classifier. The resulting prediction model showed a lower false positive rate and greater area under the curve when compared to state-of-the-art methods. Our predictions were used for synthesizing peptides mimicking the predicted epitopes for immunization of mice. A predicted linear epitope that was previously undetected by an experimental immunoassay was able to induce neutralizing-antibody production in mice. Therefore, we present an improved prediction alternative and show that computationally identified epitopes can go undetected during experimental mapping.
Assuntos
Anticorpos Neutralizantes/biossíntese , Biologia Computacional/métodos , Epitopos de Linfócito B/imunologia , Venenos de Serpentes/imunologia , Algoritmos , Sequência de Aminoácidos , Aminoácidos/química , Animais , Árvores de Decisões , Mapeamento de Epitopos , Epitopos de Linfócito B/química , Feminino , Imunização , Metaloproteases/metabolismo , Camundongos Endogâmicos BALB C , Modelos Moleculares , Peptídeos/química , Curva ROC , Reprodutibilidade dos TestesRESUMO
The main purpose of this study is to investigate the in vitro toxic effects of 5 Bothrops spp. snake venoms, which are part of the antigenic mixture used for the production of Brazilian antivenom, and evaluate their correlation with the in vivo toxic activities of Bothrops spp. venoms. The correlation analysis could be helpful for the replacement of living animals experimentation for in vitro bioassay. Cytotoxicity, L-amino acid oxidase (LAAO), proteolitic (serine and metalloproteinase), hyaluronidase (Hyal), and phospholipase A2 (PLA2) activities were estimated and the correlation coefficient was determined for each activity in relation to lethality, edema, hemorrhage and necrosis induced in live animals by B. jararaca, B. alternatus, B. jararacussu, B. neuwiedi, and B. moojeni venoms. The lethal activity in mice was highly related to Hyal activity (r = 0.94, p < .05), edema related to PLA2 activity (r = 0.94, p < .05), whereas the necrotizing activity showed high correlation with LAAO activity (r = 0.83, p < .05). A very significant correlation between in vitro cytotoxicity and LAAO activities was also observed (r = 0.97, p < .05).
Assuntos
Alternativas aos Testes com Animais/métodos , Bothrops , Venenos de Crotalídeos/toxicidade , Animais , Antígenos de Plaquetas Humanas/efeitos dos fármacos , Antígenos de Plaquetas Humanas/metabolismo , Antivenenos/farmacologia , Linhagem Celular/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Humanos , Hialuronoglucosaminidase/efeitos dos fármacos , Hialuronoglucosaminidase/metabolismo , Técnicas In Vitro , L-Aminoácido Oxidase/efeitos dos fármacos , L-Aminoácido Oxidase/metabolismo , Camundongos , Proteólise/efeitos dos fármacosRESUMO
BACKGROUND: The snake Bothrops atrox is responsible for the majority of envenomings in the northern region of South America. Severe local effects, including hemorrhage, which are mainly caused by snake venom metalloproteinases (SVMPs), are not fully neutralized by conventional serum therapy. Little is known about the immunochemistry of the P-I SVMPs since few monoclonal antibodies (mAbs) against these molecules have been obtained. In addition, producing toxin-neutralizing mAbs remains very challenging. METHODOLOGY/PRINCIPAL FINDINGS: Here, we report on the set-up of a functional screening based on a synthetic peptide used as a biosensor to select neutralizing mAbs against SVMPs and the successful production of neutralizing mAbs against Atroxlysin-I (Atr-I), a P-I SVMP from B. atrox. Hybridomas producing supernatants with inhibitory effect against the proteolytic activity of Atr-I towards the FRET peptide Abz-LVEALYQ-EDDnp were selected. Six IgG1 Mabs were obtained (named mAbatr1 to mAbatr6) and also two IgM. mAbatrs1, 2, 3 and 6 were purified. All showed a high specific reactivity, recognizing only Atr-I and B. atrox venom in ELISA and a high affinity, showing equilibrium constants in the nM range for Atr-I. These mAbatrs were not able to bind to Atr-I overlapping peptides, suggesting that they recognize conformational epitopes. CONCLUSIONS/SIGNIFICANCE: For the first time a functional screening based on a synthetic biosensor was successfully used for the selection of neutralizing mAbs against SVMPs.