RESUMO
A hanseníase é uma doença crônica e infectocontagiosa causada pelo Mycobacterium leprae (M. leprae). Apresenta alta infectividade e baixa patogenicidade. O estudo teve como objetivo relatar a identificação de um paciente com hanseníase multibacilar através do teste sorológico (LID) em ação de busca ativa. Paciente do sexo masculino, 54 anos, residente em Governador Valadares, Minas Gerais, Brasil, proveniente da busca ativa do Núcleo de Pesquisa em Hansenologia (NuPqHans/UFJF-GV), apresentou teste sorológico positivo para proteínas recombinantes do bacilo (ML0405/ML2331). Encaminhado ao Centro de Referência de Doenças Endêmicas e Programas Especiais (CREDENPES), queixando-se de lesões na pele e nódulos pelo corpo, relatou histórico de traumas na cabeça, tonturas ocasionais, dormência nos pés e sangramento nasal. O paciente apresentou resultados de baciloscopia e biopsia positivos, concluindo o diagnóstico de hanseníase multibacilar, recebendo poliquimioterapia indicada. Após três meses de tratamento observou-se redução na área/diâmetro das lesões do abdômen, indicando a eficácia do tratamento. O resultado positivo do teste sorológico, permitiu a identificação de um paciente multibacilar, até então sem diagnóstico de hanseníase. Ademais, a utilização do teste sorológico LID nas atividades de busca ativa em áreas endêmicas para realização do diagnóstico precoce pode contribuir para o conceito zero hanseníase estipulado pela Organização Mundial da Saúde. (AU).
Leprosy is a chronic and infectious disease caused by Mycobacterium leprae (M. leprae). It has high infectivity and low pathogenicity. The aim of this study was to report the identification of a patient with multibacillary leprosy using the serological test (LID) during an active search. A 54-year-old male patient, living in Governador Valadares, Minas Gerais, Brazil, from the active search of the Leprosy Research Center (NuPqHans/UFJF-GV), presented a positive serological test for recombinant bacillus proteins (ML0405/ML2331). He was referred to the Reference Center for Endemic Diseases and Special Programs (CREDENPES), complaining of skin lesions and nodules all over his body, and reported a history of head trauma, occasional dizziness, numbness in his feet, and nosebleeds. The patient presented positive bacilloscopy and biopsy results, concluding the diagnosis of multibacillary leprosy and receiving the indicated multidrug therapy. After three months of treatment, there was a reduction in the area/diameter of the lesions on the abdomen, indicating the effectiveness of the treatment. The positive result of the serological test (LID) allowed the identification of a multibacillary patient, who until then had not been diagnosed with leprosy. In addition, the use of the LID serological test in active search activities in endemic areas for early diagnosis can contribute to the zero-leprosy concept stipulated by the World Health Organization. (AU)
Assuntos
Humanos , Masculino , Pessoa de Meia-Idade , Hanseníase Multibacilar/diagnósticoRESUMO
Introduction: The aim of the present study was to investigate the association between the single nucleotide polymorphism (SNP) rs1927914 A/G in TLR4 gene and the immunological profile of household contacts (HHC) of leprosy patients. Leprosy classification is usually complex and requires the assessment of several clinical and laboratorial features. Methods: Herein, we have applied distinct models of descriptive analysis to explore qualitative/quantitative changes in chemokine and cytokine production in HHC further categorized according to operational classification [HHC(PB) and HHC(MB)] and according to TLR4SNP. Results and discussion: Our results showed that M. leprae stimuli induced an outstanding production of chemokines (CXCL8;CCL2; CXCL9; CXCL10) by HHC(PB), while increase levels of pro-inflammatory cytokines (IL-6; TNF; IFN-γ; IL-17) were observed for HHC(MB). Moreover, the analysis of chemokine and cytokine signatures demonstrated that A allele was associated with a prominent soluble mediator secretion (CXCL8; CXCL9; IL-6; TNF; IFN-γ). Data analysis according to TLR4 SNP genotypes further demonstrated that AA and AG were associated with a more prominent secretion of soluble mediators as compared to GG, supporting the clustering of AA and AG genotypes into dominant genetic model. CXCL8, IL-6, TNF and IL-17 displayed distinct profiles in HHC(PB) vs HHC(MB) or AA+AG vs GG genotype. In general, chemokine/cytokine networks analysis showed an overall profile of AA+GA-selective (CXCL9-CXCL10) and GG-selective (CXCL10-IL-6) axis regardless of the operational classification. However, mirrored inverted CCL2-IL-10 axis and a (IFN-γ-IL-2)-selective axis were identified in HHC(MB). CXCL8 presented outstanding performance to classify AA+AG from GG genotypes and HHC(PB) from HHC(MB). TNF and IL-17 presented elevated accuracy to classify AA+AG from GG genotypes and HHC(PB) (low levels) from HHC(MB) (high levels), respectively. Our results highlighted that both factors: i) differential exposure to M. leprae and ii) TLR4 rs1927914 genetic background impact the immune response of HHC. Our main results reinforce the relevance of integrated studies of immunological and genetic biomarkers that may have implications to improve the classification and monitoring of HHC in future studies.
Assuntos
Hanseníase , Mycobacterium leprae , Humanos , Interleucina-17 , Receptor 4 Toll-Like/genética , Interleucina-6 , Citocinas , Hanseníase/genética , Imunidade , QuimiocinasRESUMO
Introdução: A hanseníase é uma infecção crônica causada pelo Mycobacterium leprae acometendo primariamente os nervos periféricos. Sabe-se que apesar da redução do número de casos novos, a transmissão continua ativa pelaincidência de casos em menores de 15 anos. Assim, torna-se relevante a busca de métodos diagnósticos mais sensíveis e específicos para a detecção de infecção subclínica. Objetivo: verificar através da qPCR, a presença do M. lepraeem raspados intradérmicos (RI) de indivíduos atendidos no CREDEN-PES/GV/MG. Método: Realizou-se coletas de amostras de raspado intradérmico (RI) de 411 participantes para determinação do índice baciloscópico (IB), extração e amplificação de DNA do M. leprae. Os participantes foram divididos em dois grupos: GRUPO 1, "Casos notificados", registrados no SINAN; GRUPO 2, "Indivíduos não notificados", que apresentavam quadro de suspeição diagnóstica para hanseníase. Do total de 411 amostras coletadas, 158 foram obtidas de casos notificados e 253 de indivíduos não notificados. Resultados: Verificou-se que do total de casos, 58.86% (masculino) e 41.14% (feminino). Entre os indivíduos não notificados, 53,36% (masculino) e 46,64% (feminino). Considerando a faixa etária, ambos os grupos apresentaram idade (40 a 69 anos). Quanto ao IB, 34,18% (casos) e 0% (não notificados) apresentaram IB positivo. Na qPCR, 82,28% dos casos e 47,43% dos indivíduos não notificados testaram positivo, com uma razão de chance de adoecimento de 5,14. Conclusão: É possível inferir, que os indivíduos com suspeição de hanseníase, com a qPCR positiva, podem ser portadores de infecção subclínica e potenciais transmissores do M. leprae para indivíduos mais susceptíveis.
Introduction: Leprosy is a chronic infection caused by Mycobacterium leprae, primarily affecting the peripheral nerves. It is known that despite the reduction in the number of new cases, transmission remains active due tothe incidence of cases in children under 15 years of age. Thus, the search for more sensitive and specific diagnostic methods for the detection of subclinical infection becomes relevant. Objective: to verify, through qPCR, the presence of M. leprae in intradermal scrapings (IS) of individuals treated at CREDEN-PES/GV/MG. Method: Intradermal scraping (IS) samples were collected from 411 participants to determine the bacilloscopic index (BI), extraction, and amplification of M. leprae DNA. Participants were divided into two groups: GROUP 1, "Notified cases," registered at SINAN; GROUP 2, "Individuals not notified," who had a suspected diagnosis of leprosy. Of the total of 411 samples collected, 158 were obtained from notified cases and 253 from not notified individuals. Results: It was found that of the total number of cases, 58.86% (male) and 41.14% (female). Among the not notified individuals, 53.36% (male) and 46.64% (female). Considering the age range, both groups were aged (40 to 69 years). As for the IS,34.18% (cases) and 0% (not notified) had a positive IS. In qPCR, 82.28% of cases and 47.43% of not notified individuals tested positive, with an illness odds ratio of 5.14. Conclusion:It is possible to infer those individualswith suspected leprosy, with positive qPCR, may be carriers of subclinical infection and potential transmitters of M. lepraeto more susceptible individuals.
Assuntos
Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Reação em Cadeia da Polimerase em Tempo Real , Hanseníase/diagnóstico , Diagnóstico Precoce , Suscetibilidade a Doenças , Infecções AssintomáticasRESUMO
BACKGROUND: According to the World Health Organization, achieving targets for control of leprosy by 2030 will require disease elimination and interruption of transmission at the national or regional level. India and Brazil have reported the highest leprosy burden in the last few decades, revealing the need for strategies and tools to help health professionals correctly manage and control the disease. OBJECTIVE: The main objective of this study was to develop a cross-platform app for leprosy screening based on artificial intelligence (AI) with the goal of increasing accessibility of an accurate method of classifying leprosy treatment for health professionals, especially for communities further away from major diagnostic centers. Toward this end, we analyzed the quality of leprosy data in Brazil on the National Notifiable Diseases Information System (SINAN). METHODS: Leprosy data were extracted from the SINAN database, carefully cleaned, and used to build AI decision models based on the random forest algorithm to predict operational classification in paucibacillary or multibacillary leprosy. We used Python programming language to extract and clean the data, and R programming language to train and test the AI model via cross-validation. To allow broad access, we deployed the final random forest classification model in a web app via shinyApp using data available from the Brazilian Institute of Geography and Statistics and the Department of Informatics of the Unified Health System. RESULTS: We mapped the dispersion of leprosy incidence in Brazil from 2014 to 2018, and found a particularly high number of cases in central Brazil in 2014 that further increased in 2018 in the state of Mato Grosso. For some municipalities, up to 80% of cases showed some data discrepancy. Of a total of 21,047 discrepancies detected, the most common was "operational classification does not match the clinical form." After data processing, we identified a total of 77,628 cases with missing data. The sensitivity and specificity of the AI model applied for the operational classification of leprosy was 93.97% and 87.09%, respectively. CONCLUSIONS: The proposed app was able to recognize patterns in leprosy cases registered in the SINAN database and to classify new patients with paucibacillary or multibacillary leprosy, thereby reducing the probability of incorrect assignment by health centers. The collection and notification of data on leprosy in Brazil seem to lack specific validation to increase the quality of the data for implementations via AI. The AI models implemented in this work had satisfactory accuracy across Brazilian states and could be a complementary diagnosis tool, especially in remote areas with few specialist physicians.
Assuntos
Hanseníase , Aplicativos Móveis , Inteligência Artificial , Brasil/epidemiologia , Humanos , Índia/epidemiologia , Hanseníase/diagnóstico , Hanseníase/epidemiologiaRESUMO
Slit skin smear and histopathological examinations are currently the main laboratory tools used to aid the diagnosis of leprosy. However, their sensitivity is low, and many cases are not detected. New methodologies have been studied to develop more accurate tests. This narrative review aims to raise attention to the results of molecular (polymerase chain reaction) and serological (Enzyme-Linked Immunosorbent Assay) tests applied to the diagnosis of leprosy, and to summarize the available information about the former. Original scientific articles published in indexed international journals, whose study involved aspects of the diagnosis and classification of leprosy cases or home contacts, were selected. The data were extracted independently using a standardized method that dictated the inclusion of the following information: diagnosis in Paucibacillary and Multibacillary cases and in household contacts; sample number; sample type; study design; studied variables; statistical analysis employed; main results; and limitations identified. In clinical practice, the results from molecular and serological tests are assessed separately, with moderate sensitivity and specificity. However, an integrated study of these methodologies has been suggested for greater accuracy in diagnosis.
Assuntos
Hanseníase , Mycobacterium leprae , Ensaio de Imunoadsorção Enzimática , Humanos , Hanseníase/diagnóstico , Mycobacterium leprae/genética , Reação em Cadeia da Polimerase , Sensibilidade e Especificidade , Testes SorológicosRESUMO
Abstract Slit skin smear and histopathological examinations are currently the main laboratory tools used to aid the diagnosis of leprosy. However, their sensitivity is low, and many cases are not detected. New methodologies have been studied to develop more accurate tests. This narrative review aims to raise attention to the results of molecular (polymerase chain reaction) and serological (Enzyme-Linked Immunosorbent Assay) tests applied to the diagnosis of leprosy, and to summarize the available information about the former. Original scientific articles published in indexed international journals, whose study involved aspects of the diagnosis and classification of leprosy cases or home contacts, were selected. The data were extracted independently using a standardized method that dictated the inclusion of the following information: diagnosis in Paucibacillary and Multibacillary cases and in household contacts; sample number; sample type; study design; studied variables; statistical analysis employed; main results; and limitations identified. In clinical practice, the results from molecular and serological tests are assessed separately, with moderate sensitivity and specificity. However, an integrated study of these methodologies has been suggested for greater accuracy in diagnosis.
Assuntos
Humanos , Hanseníase/diagnóstico , Mycobacterium leprae/genética , Ensaio de Imunoadsorção Enzimática , Testes Sorológicos , Reação em Cadeia da Polimerase , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: Early detection of Mycobacterium leprae is a key strategy for disrupting the transmission chain of leprosy and preventing the potential onset of physical disabilities. Clinical diagnosis is essential, but some of the presented symptoms may go unnoticed, even by specialists. In areas of greater endemicity, serological and molecular tests have been performed and analyzed separately for the follow-up of household contacts, who are at high risk of developing the disease. The accuracy of these tests is still debated, and it is necessary to make them more reliable, especially for the identification of cases of leprosy between contacts. We proposed an integrated analysis of molecular and serological methods using artificial intelligence by the random forest (RF) algorithm to better diagnose and predict new cases of leprosy. METHODS: The study was developed in Governador Valadares, Brazil, a hyperendemic region for leprosy. A longitudinal study was performed, including new cases diagnosed in 2011 and their respective household contacts, who were followed in 2011, 2012, and 2016. All contacts were diligently evaluated by clinicians from Reference Center for Endemic Diseases (CREDEN-PES) before being classified as asymptomatic. Samples of slit skin smears (SSS) from the earlobe of the patients and household contacts were collected for quantitative polymerase chain reaction (qPCR) of 16S rRNA, and peripheral blood samples were collected for ELISA assays to detect LID-1 and ND-O-LID. RESULTS: The statistical analysis of the tests revealed sensitivity for anti-LID-1 (63.2%), anti-ND-O-LID (57.9%), qPCR SSS (36.8%), and smear microscopy (30.2%). However, the use of RF allowed for an expressive increase in sensitivity in the diagnosis of multibacillary leprosy (90.5%) and especially paucibacillary leprosy (70.6%). It is important to report that the specificity was 92.5%. CONCLUSION: The proposed model using RF allows for the diagnosis of leprosy with high sensitivity and specificity and the early identification of new cases among household contacts.
Assuntos
Ensaio de Imunoadsorção Enzimática/métodos , Características da Família , Saúde da Família , Hanseníase/diagnóstico , Mycobacterium leprae/genética , Mycobacterium leprae/imunologia , Reação em Cadeia da Polimerase em Tempo Real/métodos , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticorpos Antibacterianos/sangue , Inteligência Artificial , Brasil , Criança , Pré-Escolar , DNA Bacteriano/química , DNA Bacteriano/genética , DNA Ribossômico/química , DNA Ribossômico/genética , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Técnicas de Diagnóstico Molecular/métodos , RNA Ribossômico 16S/genética , Sensibilidade e Especificidade , Testes Sorológicos/métodos , Adulto JovemRESUMO
BACKGROUND Leprosy remains a health problem in many countries, with difficulties in diagnosis resulting in delayed treatment and more severe disabilities. Antibodies against several Mycobacterium leprae antigens have, however, shown value as diagnostic and/or prognostic markers. OBJECTIVES The objective of this study was to evaluate serum immunoglobulin (Ig) IgM and IgG subclass reactivity against three M. leprae specific antigens: NDO-HSA, a conjugate formed by natural octyl disaccharide bound to human serum albumin; LID-1, the fusion protein product of the ml0405 and ml2331 genes; and NDO-LID, a combination of LID-1 and NDO. METHODS Sera from healthy controls, paucibacillary (PB) and multibacillary (MB) leprosy patients, and their respective household contacts, were evaluated for the presence of antigen-specific IgM, IgG, and IgG subclass antibodies by enzyme-linked immunosorbent assay (ELISA). The sensitivity and specificity of each ELISA were evaluated by receiver operating characteristic (ROC) curve analysis. FINDINGS Our data confirm that serum IgM antibodies against NDO-HSA and IgG antibodies against LID-1, as well as IgG/M antibodies against NDO-LID, are markedly increased in MB patients. For the first time, our data reveal a selective increase in IgG1 and IgG3 antibodies against LID-1 and NDO-LID in MB patients, demonstrating that these antibody isotypes are suitable for differentiation between MB and PB patients. ROC curve analysis indicates an improved capacity for diagnosing MB leprosy patients using the detection of IgG antibodies, particularly the IgG1 isotype, specific to LID-1 and NDO-LID over the performance levels attained with NDO-HSA. CONCLUSIONS Our findings indicate that serological tests based on the detection of antigen-specific IgG1 antibodies are a useful tool to differentiate MB from PB patients, and indicate the enhanced performance of the LID-1 and NDO-LID antigens in the serodiagnosis of leprosy.
Assuntos
Anticorpos Antibacterianos/sangue , Antígenos de Bactérias/imunologia , Imunoglobulina G/sangue , Imunoglobulina M/sangue , Hanseníase Multibacilar/diagnóstico , Hanseníase Paucibacilar/diagnóstico , Estudos de Casos e Controles , Busca de Comunicante , Ensaio de Imunoadsorção Enzimática , Humanos , Hanseníase Multibacilar/imunologia , Hanseníase Paucibacilar/imunologia , Mycobacterium leprae/imunologia , Curva ROC , Sensibilidade e EspecificidadeRESUMO
BACKGROUND Leprosy remains a health problem in many countries, with difficulties in diagnosis resulting in delayed treatment and more severe disabilities. Antibodies against several Mycobacterium leprae antigens have, however, shown value as diagnostic and/or prognostic markers. OBJECTIVES The objective of this study was to evaluate serum immunoglobulin (Ig) IgM and IgG subclass reactivity against three M. leprae specific antigens: NDO-HSA, a conjugate formed by natural octyl disaccharide bound to human serum albumin; LID-1, the fusion protein product of the ml0405 and ml2331 genes; and NDO-LID, a combination of LID-1 and NDO. METHODS Sera from healthy controls, paucibacillary (PB) and multibacillary (MB) leprosy patients, and their respective household contacts, were evaluated for the presence of antigen-specific IgM, IgG, and IgG subclass antibodies by enzyme-linked immunosorbent assay (ELISA). The sensitivity and specificity of each ELISA were evaluated by receiver operating characteristic (ROC) curve analysis. FINDINGS Our data confirm that serum IgM antibodies against NDO-HSA and IgG antibodies against LID-1, as well as IgG/M antibodies against NDO-LID, are markedly increased in MB patients. For the first time, our data reveal a selective increase in IgG1 and IgG3 antibodies against LID-1 and NDO-LID in MB patients, demonstrating that these antibody isotypes are suitable for differentiation between MB and PB patients. ROC curve analysis indicates an improved capacity for diagnosing MB leprosy patients using the detection of IgG antibodies, particularly the IgG1 isotype, specific to LID-1 and NDO-LID over the performance levels attained with NDO-HSA. CONCLUSIONS Our findings indicate that serological tests based on the detection of antigen-specific IgG1 antibodies are a useful tool to differentiate MB from PB patients, and indicate the enhanced performance of the LID-1 and NDO-LID antigens in the serodiagnosis of leprosy.
Assuntos
Imunoglobulina G/sangue , Hanseníase Multibacilar/diagnóstico , Hanseníase Paucibacilar/diagnóstico , Mycobacterium leprae/imunologia , Curva ROC , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: The Kato-Katz (KK) stool smear is the standard test for the diagnosis of Schistosoma mansoni infection, but suffers from low sensitivity when infections intensities are moderate to low. Thus, misdiagnosed individuals remain untreated and contribute to the disease transmission, thereby forestalling public health efforts to move from a modality of disease control to one of elimination. As an alternative, the urine-based diagnosis of schistosomiasis mansoni via the circulating cathodic antigen immuno-chromatographic test (CCA-ICT) has been extensively evaluated in Africa with the conclusion that it may replace the KK test in areas where prevalences are moderate or high. METHODS AND FINDINGS: The objective was to measure the performance of the CCA-ICT in a sample study population composed of residents from non-endemic and endemic areas for schistosomiasis mansoni in two municipalities of Minas Gerais state, Brazil. Volunteers (130) were classified into three infection status groups based on duplicate Kato-Katz thick smears from one stool sample (2KK test): 41 negative individuals from non-endemic areas, 41 negative individuals from endemic areas and 48 infected individuals from endemic areas. Infection status was also determined by the CCA-ICT and infection exposure by antibody ELISA (enzyme-linked immunosorbent assay) to S. mansoni soluble egg antigen (SEA) and soluble (adult) worm antigen preparation (SWAP). Sensitivity and specificity were influenced by whether the trace score visually adjudicated in the CCA-ICT was characterized as positive or negative for S. mansoni infection. An analysis of a two-graph receiver operating characteristic was performed to change the cutoff point. When the trace score was interpreted as a positive rather than as a negative result, the specificity decreased from 97.6% to 78.0% whereas sensitivity increased from 68.7% to 85.4%. A significantly positive correlation between the CCA-ICT scores and egg counts was identified (r = 0.6252, p = 0.0001). However, the CCA-ICT misdiagnosed as negative 14.6% of 2KK positive individuals, predominantly those with light infections (fewer than 100 eggs/g feces). Considering 2KK as reference test, the discriminating power of the CCA-ICT (the area under the curve [AUC] = 0.817) was greater than the SEA-ELISA (AUC = 0.744) and SWAP-ELISA (AUC = 0.704). CONCLUSION: Our data for the performance of the CCA-ICT in the Brazilian communities endemic for schistosomiasis mansoni support those from Africa, i.e., in areas with greater infection prevalence and intensities, the CCA-ICT may be useful as a tool to indicate community-based preventative chemotherapy without individual diagnosis. However, because of the Brazilian Ministry of Health's recommendation for individual diagnosis in areas where prevalence is less than 15%, i.e., those areas in which infection intensities are likely to be lowest, the CCA-ICT lacks the sensitivity to be used as standalone diagnostic tool.