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BACKGROUND: The diagnosis of Hansen disease (HD) can be difficult when acid-fast bacilli are not detected in the patient's skin sample. OBJECTIVE: To demonstrate that detailed morphological analysis of nonspecific inflammatory and/or noninflammatory alterations in dermal nerves as well as skin adnexa in leprosy-suspected biopsy samples could improve the efficacy of histopathological diagnosis. METHODS: Patients with one to five skin lesions were enrolled in the study and classified into three groups by skin histopathology findings: Hansen disease (HD, n = 13), other diseases (OD, n = 11), and inconclusive cases (INC, n = 11). We quantified dermal nerve damage via the nerve lesion index (NLI) and PGP9.5-immunoreactive axon quantitative index in dermal nerves (AQI). We also measured inflammatory involvement of adnexa in cutaneous samples as indirect evidence of HD. RESULTS: We observed a higher median endoneurial inflammatory infiltrate NLI (HD = 0.5; INC = 0; OD = 0; p < 0.001) and more frequent inflammatory involvement of skin adnexa in samples of the HD group compared with those of the INC and OD groups (HD = 7; INC = 1; OD = 0). However, samples from the INC and OD groups also showed inflammatory and noninflammatory damage of dermal nerves, with 2 or more kinds of alterations in nerves in the same sample (respectively: INC = in 1 and 2 samples; OD = in 3 and 5 respectively). The quantification of PGP9.5-immunoreactive axons in dermal nerves revealed no difference between the groups. CONCLUSION: A detailed morphological analysis of cutaneous nerves in lesions with a suspicion of HD enabled us to select patients with nonspecific inflammatory or non-inflammatory lesions in the dermal nerves in the INC and OD groups, so they may be clinically monitored aiming at a possible future diagnosis of the disease. These INC and OD patients cannot have the HD diagnosis definitely excluded, and HD may coexist with another disease as a comorbidity.
ANTECEDENTES: A hanseníase pode ter o seu diagnóstico histopatológico dificultado quando bacilos álcool-ácido resistentes não são encontrados nas amostras de pele dos pacientes. OBJETIVO: Demonstrar que uma análise morfológica detalhada de alterações histopatológicas dos nervos dérmicos pode aumentar a eficácia diagnóstica. MéTODOS: Foram selecionadas amostras de pele de pacientes com uma a cinco lesões suspeitas de hanseníase. Os casos selecionados foram classificados conforme achados histopatológicos: hanseníase (HD, n = 13), casos inconclusivos (INC, n = 11), e outras doenças (OD, n = 11). Quantificamos as lesões dos nervos cutâneos por meio do índice de lesão de nervos (nerve lesion index, NLI, em inglês) e do índice quantitativo de axônios (axon quantitative index, AQI, em inglês) imunorreativos a PGP9.5 nos nervos cutâneos. Também medimos o envolvimento inflamatório dos anexos em amostras de pele como evidência indireta de hanseníase. RESULTADOS: Foram observadas no grupo HD medianas mais altas do NLI com relação a infiltrados inflamatórios endoneurais (HD = 0,5; INC = 0; OD = 0; p < 0,001) e mais alta frequência de acometimento inflamatório de anexos cutâneos (HD = 7; INC = 1; OD = 0). Entretanto, as amostras dos grupos INC e OD também mostraram comprometimento inflamatório e não inflamatório dos nervos cutâneos, com 2 ou mais tipos de alterações de nervos na mesma amostra (respectivamente: INC = 1 e 2; OD = 3 e 5). Não houve diferença significativa na quantidade de axônios endoneurais imunorreativos a PGP9.5 entre os grupos. CONCLUSãO: A análise morfológica detalhada dos nervos cutâneos em lesões suspeitas de hanseníase permitiu selecionar pacientes com lesões inespecíficas inflamatórias ou não inflamatórias nos nervos dérmicos nos grupos INC e OD, para que sejam monitorados clinicamente visando um possível diagnóstico futuro da doença. Esses pacientes INC e OD não podem ter o diagnóstico de HD definitivamente excluído, e a hanseníase pode coexistir com outra doença como uma comorbidade.
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Imuno-Histoquímica , Hanseníase , Pele , Humanos , Masculino , Feminino , Hanseníase/patologia , Hanseníase/complicações , Pessoa de Meia-Idade , Adulto , Pele/inervação , Pele/patologia , Biópsia , Idoso , Adulto Jovem , Ubiquitina Tiolesterase/análise , Adolescente , Estatísticas não ParamétricasRESUMO
Abstract Background The diagnosis of Hansen disease (HD) can be difficult when acid-fast bacilli are not detected in the patient's skin sample. Objective To demonstrate that detailed morphological analysis of nonspecific inflammatory and/or noninflammatory alterations in dermal nerves as well as skin adnexa in leprosy-suspected biopsy samples could improve the efficacy of histopathological diagnosis. Methods Patients with one to five skin lesions were enrolled in the study and classified into three groups by skin histopathology findings: Hansen disease (HD, n = 13), other diseases (OD, n = 11), and inconclusive cases (INC, n = 11). We quantified dermal nerve damage via the nerve lesion index (NLI) and PGP9.5-immunoreactive axon quantitative index in dermal nerves (AQI). We also measured inflammatory involvement of adnexa in cutaneous samples as indirect evidence of HD. Results We observed a higher median endoneurial inflammatory infiltrate NLI (HD = 0.5; INC = 0; OD = 0; p < 0.001) and more frequent inflammatory involvement of skin adnexa in samples of the HD group compared with those of the INC and OD groups (HD = 7; INC = 1; OD = 0). However, samples from the INC and OD groups also showed inflammatory and noninflammatory damage of dermal nerves, with 2 or more kinds of alterations in nerves in the same sample (respectively: INC = in 1 and 2 samples; OD = in 3 and 5 respectively). The quantification of PGP9.5-immunoreactive axons in dermal nerves revealed no difference between the groups. Conclusion A detailed morphological analysis of cutaneous nerves in lesions with a suspicion of HD enabled us to select patients with nonspecific inflammatory or non-inflammatory lesions in the dermal nerves in the INC and OD groups, so they may be clinically monitored aiming at a possible future diagnosis of the disease. These INC and OD patients cannot have the HD diagnosis definitely excluded, and HD may coexist with another disease as a comorbidity.
Resumo Antecedentes A hanseníase pode ter o seu diagnóstico histopatológico dificultado quando bacilos álcool-ácido resistentes não são encontrados nas amostras de pele dos pacientes. Objetivo Demonstrar que uma análise morfológica detalhada de alterações histopatológicas dos nervos dérmicos pode aumentar a eficácia diagnóstica. Métodos Foram selecionadas amostras de pele de pacientes com uma a cinco lesões suspeitas de hanseníase. Os casos selecionados foram classificados conforme achados histopatológicos: hanseníase (HD, n = 13), casos inconclusivos (INC, n = 11), e outras doenças (OD, n = 11). Quantificamos as lesões dos nervos cutâneos por meio do índice de lesão de nervos (nerve lesion index, NLI, em inglês) e do índice quantitativo de axônios (axon quantitative index, AQI, em inglês) imunorreativos a PGP9.5 nos nervos cutâneos. Também medimos o envolvimento inflamatório dos anexos em amostras de pele como evidência indireta de hanseníase. Resultados Foram observadas no grupo HD medianas mais altas do NLI com relação a infiltrados inflamatórios endoneurais (HD = 0,5; INC = 0; OD = 0; p < 0,001) e mais alta frequência de acometimento inflamatório de anexos cutâneos (HD = 7; INC = 1; OD = 0). Entretanto, as amostras dos grupos INC e OD também mostraram comprometimento inflamatório e não inflamatório dos nervos cutâneos, com 2 ou mais tipos de alterações de nervos na mesma amostra (respectivamente: INC = 1 e 2; OD = 3 e 5). Não houve diferença significativa na quantidade de axônios endoneurais imunorreativos a PGP9.5 entre os grupos. Conclusão A análise morfológica detalhada dos nervos cutâneos em lesões suspeitas de hanseníase permitiu selecionar pacientes com lesões inespecíficas inflamatórias ou não inflamatórias nos nervos dérmicos nos grupos INC e OD, para que sejam monitorados clinicamente visando um possível diagnóstico futuro da doença. Esses pacientes INC e OD não podem ter o diagnóstico de HD definitivamente excluído, e a hanseníase pode coexistir com outra doença como uma comorbidade.
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Introduction: Several polymorphisms altering the NAT2 activity have already been identified. The geographical distribution of NAT2 variants has been extensively studied and has been demonstrated to vary significantly among different ethnic population. Here, we describe the genetic variability of human N-acetyltransferase 2 (NAT2) gene and the predominant genotype-deduced acetylation profiles of Brazilians. Methods: A total of 964 individuals, from five geographical different regions, were genotyped for NAT2 by sequencing the entire coding exon. Results: Twenty-three previously described NAT2 single nucleotide polymorphisms (SNPs) were identified, including the seven most common ones globally (c.191G>A, c.282C>T, c.341T>C, c.481C>T, c.590G>A, c.803A>G and c.857G>A). The main allelic groups were NAT2*5 (36%) and NAT2*6 (18.2%), followed to the reference allele NAT2*4 (20.4%). Combined into genotypes, the most prevalent allelic groups were NAT2*5/*5 (14.6%), NAT2*5/*6 (11.9%) and NAT2*6/*6 (6.2%). The genotype deduced NAT2 slow acetylation phenotype was predominant but showed significant variability between geographical regions. The prevalence of slow acetylation phenotype was higher in the Northeast, North and Midwest (51.3%, 45.5% and 41.5%, respectively) of the country. In the Southeast, the intermediate acetylation phenotype was the most prevalent (40.3%) and, in the South, the prevalence of rapid acetylation phenotype was significantly higher (36.7%), when compared to other Brazilian states (p < 0.0001). Comparison of the predicted acetylation profile among regions showed homogeneity among the North and Northeast but was significantly different when compared to the Southeast (p = 0.0396). The Southern region was significantly different from all other regions (p < 0.0001). Discussion: This study contributes not only to current knowledge of the NAT2 population genetic diversity in different geographical regions of Brazil, but also to the reconstruction of a more accurate phenotypic picture of NAT2 acetylator profiles in those regions.
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Background: Leprosy is an infectious disease that mostly affects underserved populations. Although it has been largely eliminated, still about 200'000 new patients are diagnosed annually. In the absence of a diagnostic test, clinical diagnosis is often delayed, potentially leading to irreversible neurological damage and its resulting stigma, as well as continued transmission. Accelerating diagnosis could significantly contribute to advancing global leprosy elimination. Digital and Artificial Intelligence (AI) driven technology has shown potential to augment health workers abilities in making faster and more accurate diagnosis, especially when using images such as in the fields of dermatology or ophthalmology. That made us start the quest for an AI-driven diagnosis assistant for leprosy, based on skin images. Methods: Here we describe the accuracy of an AI-enabled image-based diagnosis assistant for leprosy, called AI4Leprosy, based on a combination of skin images and clinical data, collected following a standardized process. In a Brazilian leprosy national referral center, 222 patients with leprosy or other dermatological conditions were included, and the 1229 collected skin images and 585 sets of metadata are stored in an open-source dataset for other researchers to exploit. Findings: We used this dataset to test whether a CNN-based AI algorithm could contribute to leprosy diagnosis and employed three AI models, testing images and metadata both independently and in combination. AI modeling indicated that the most important clinical signs are thermal sensitivity loss, nodules and papules, feet paresthesia, number of lesions and gender, but also scaling surface and pruritus that were negatively associated with leprosy. Using elastic-net logistic regression provided a high classification accuracy (90%) and an area under curve (AUC) of 96.46% for leprosy diagnosis. Interpretation: Future validation of these models is underway, gathering larger datasets from populations of different skin types and collecting images with smartphone cameras to mimic real world settings. We hope that the results of our research will lead to clinical solutions that help accelerate global leprosy elimination. Funding: This study was partially funded by Novartis Foundation and Microsoft (in-kind contribution).
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BACKGROUND: Diagnosing neuritis in leprosy patients with neuropathic pain or chronic neuropathy remains challenging since no specific laboratory or neurophysiological marker is available. METHODS: In a cross-sectional study developed at a leprosy outpatient clinic in Rio de Janeiro, RJ, Brazil, 54 individuals complaining of neural pain (single or multiple sites) were classified into two groups ("neuropathic pain" or "neuritis") by a neurological specialist in leprosy based on anamnesis together with clinical and electrophysiological examinations. A neurologist, blind to the pain diagnoses, interviewed and examined the participants using a standardized form that included clinical predictors, pain features, and neurological symptoms. The association between the clinical predictors and pain classifications was evaluated via the Pearson Chi-Square or Fisher's exact test (p < 0.05). RESULTS: Six clinical algorithms were generated to evaluate sensitivity and specificity, with 95% confidence intervals, for clinical predictors statistically associated with neuritis. The most conclusive clinical algorithm was: pain onset at any time during the previous 90 days, or in association with the initiation of neurological symptoms during the prior 30-day period, necessarily associated with the worsening of pain upon movement and nerve palpation, with 94% of specificity and 35% of sensitivity. CONCLUSION: This algorithm could help physicians confirm neuritis in leprosy patients with neural pain, particularly in primary health care units with no access to neurologists or electrophysiological tests.
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Hanseníase , Neuralgia , Neurite (Inflamação) , Brasil , Regras de Decisão Clínica , Estudos Transversais , Humanos , Hanseníase/complicações , Hanseníase/diagnóstico , Neurite (Inflamação)/diagnósticoRESUMO
Leprosy is an infectious disease that remains endemic in approximately 100 developing countries, where about 200,000 new cases are diagnosed each year. Moreover, multibacillary leprosy, the most contagious form of the disease, has been detected at continuously higher rates among Brazilian elderly people. Due to the so-called immunosenescence, characterized by several alterations in the quality of the immune response during aging, this group is more susceptible to infectious diseases. In view of such data, the purpose of our work was to investigate if age-related alterations in the immune response could influence the pathogenesis of leprosy. As such, we studied 87 individuals, 62 newly diagnosed and untreated leprosy patients distributed according to the age range and to the clinical forms of the disease and 25 healthy volunteers, who were studied as controls. The frequency of senescent and memory CD8+ leukocytes was assessed by immunofluorescence of biopsies from cutaneous lesions, while the serum levels of IgG anti-CMV antibodies were analyzed by chemiluminescence and the gene expression of T cell receptors' inhibitors by RT-qPCR. We noted an accumulation of memory CD8+ T lymphocytes, as well as reduced CD8+CD28+ cell expression in skin lesions from elderly patients, when compared to younger people. Alterations in LAG3 and PDCD1 gene expression in cutaneous lesions of young MB patients were also observed, when compared to elderly patients. Such data suggest that the age-related alterations of T lymphocyte subsets can facilitate the onset of leprosy in elderly patients, not to mention other chronic inflammatory diseases.
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Linfócitos T CD8-Positivos/imunologia , Senescência Celular/imunologia , Memória Imunológica , Imunossenescência/imunologia , Hanseníase/imunologia , Mycobacterium leprae , Dermatopatias/imunologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticorpos Antivirais/sangue , Antígenos CD/genética , Estudos de Casos e Controles , Citomegalovirus/imunologia , Feminino , Expressão Gênica , Humanos , Imunoglobulina G/sangue , Hanseníase/sangue , Hanseníase/microbiologia , Hanseníase/patologia , Masculino , Pessoa de Meia-Idade , Receptor de Morte Celular Programada 1/genética , Pele/imunologia , Pele/patologia , Dermatopatias/sangue , Dermatopatias/microbiologia , Dermatopatias/patologia , Adulto Jovem , Proteína do Gene 3 de Ativação de LinfócitosRESUMO
BACKGROUND: Leprosy continues to be a public health problem in Brazil. Furthermore, detection rates in elderly people have increased, particularly those of multibacillary (L-Lep) patients, who are responsible for transmitting M. leprae. Part of the decline in physiological function during aging is due to increased oxidative damage and change in T cell subpopulations, which are critical in defense against the disease. It is not still clear how age-related changes like those related to oxidation affect elderly people with leprosy. The aim of this work was to verify whether the elderly leprosy patients have higher ROS production and how it can impact the evolution of leprosy. METHODOLOGY/PRINCIPAL FINDINGS: 87 leprosy patients, grouped according to age range and clinical form of leprosy, and 25 healthy volunteers were analyzed. Gene expression analysis of antioxidant and oxidative burst enzymes were performed in whole blood using Biomark's microfluidic-based qPCR. The same genes were evaluated in skin lesion samples by RT-qPCR. The presence of oxidative damage markers (carbonylated proteins and 4-hydroxynonenal) was analyzed by a DNPH colorimetric assay and immunofluorescence. Carbonylated protein content was significantly higher in elderly compared to young patients. One year after multidrug therapy (MDT) discharge and M. leprae clearance, oxidative damage increased in young L-Lep patients but not in elderly ones. Both elderly T and L-Lep patients present higher 4-HNE in cutaneous lesions than the young, mainly surrounding memory CD8+ T cells. Furthermore, young L-Lep demonstrated greater ability to neutralize ROS compared to elderly L-Lep patients, who presented lower gene expression of antioxidant enzymes, mainly glutathione peroxidase. CONCLUSIONS/SIGNIFICANCE: We conclude that elderly patients present exacerbated oxidative damage both in blood and in skin lesions and that age-related changes can be an important factor in leprosy immunopathogenesis. Ultimately, elderly patients could benefit from co-supplementation of antioxidants concomitant to MDT, to avoid worsening of the disease.
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Hansenostáticos/uso terapêutico , Hanseníase/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Envelhecimento , Aldeídos , Antioxidantes , Carga Bacteriana , Brasil , Estudos de Casos e Controles , Quimioterapia Combinada , Feminino , Humanos , Hansenostáticos/administração & dosagem , Masculino , Pessoa de Meia-Idade , Mycobacterium leprae , Estresse Oxidativo , Carbonilação Proteica , Pele/metabolismo , Pele/patologiaRESUMO
BACKGROUND: The Stigma Scale of the Explanatory Model Interview Catalogue (EMIC-SS) is a useful option to investigate leprosy-related stigma, but its psychometric qualities are unknown in Brazil. This study investigated the factor structure, the convergent and known-groups validity, and the reliability of the EMIC-SS for Brazilians affected by leprosy. METHODOLOGY: The Brazilian Portuguese version of the EMIC-SS was validated in 180 persons affected by leprosy at a Reference Center in Rio de Janeiro. Confirmatory factorial analysis (CFA) and Cronbach alpha were used to assess the EMIC-SS internal consistency. The Construct validity was tested using Spearman Correlation, Kruskal-Wallis, and Mann-Whitney tests comparing with the Participation Scale, Rosenberg Self-esteem Scale, Beck Depression Inventory, and a Sociodemographic Questionnaire. Test-retest reliability was evaluated with intra-class correlation (ICC). MAIN FINDINGS: CFA confirmed the one- and two-dimensional models of the scale after retaining 12 of the 15 EMIC-SS items. The 12-item EMIC-SS was consistent (α = 0.78) and reproducible (ICC = 0.751, 95% Confidence Interval = 0.657-0.822, p < 0.0001). A significant correlation was observed between the EMIC-SS and the other scales confirming convergent validity. The EMIC-SS and its factors were able to differentiate several hypothesized groups (age, change of occupation, monthly family income, communicating others about the disease, and perception of difficulty to follow treatment) confirming the scale known-groups validity, both in its one and two-dimensional models. CONCLUSIONS/SIGNIFICANCE: Our study found support for the construct validity and reliability of the EMIC-SS as a measure of stigma experienced by people affected by leprosy in Brazil. However, future studies are necessary in other samples and populations with stigmatizing conditions to determine the optimal factor structure and to strengthen the indications of the validated scale.
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Hanseníase/psicologia , Estigma Social , Inquéritos e Questionários/normas , Adolescente , Adulto , Brasil , Características Culturais , Feminino , Humanos , Hanseníase/epidemiologia , Masculino , Pessoa de Meia-Idade , Psicometria/métodos , Psicometria/normas , Fatores SocioeconômicosRESUMO
In HIV-infected individuals, a paradoxical clinical deterioration may occur in preexisting leprosy when highly active antiretroviral therapy (HAART)-associated reversal reaction (RR) develops. Leprosy-HIV co-infected patients during HAART may present a more severe form of the disease (RR/HIV), but the immune mechanisms related to the pathogenesis of leprosy-HIV co-infection remain unknown. Although the adaptive immune responses have been extensively studied in leprosy-HIV co-infected individuals, recent studies have described that innate immune cells may drive the overall immune responses to mycobacterial antigens. Monocytes are critical to the innate immune system and play an important role in several inflammatory conditions associated with chronic infections. In leprosy, different tissue macrophage phenotypes have been associated with the different clinical forms of the disease, but it is not clear how HIV infection modulates the phenotype of innate immune cells (monocytes or macrophages) during leprosy. In the present study, we investigated the phenotype of monocytes and macrophages in leprosy-HIV co-infected individuals, with or without RR. We did not observe differences between the monocyte profiles in the studied groups; however, analysis of gene expression within the skin lesion cells revealed that the RR/HIV group presents a higher expression of macrophage scavenger receptor 1 (MRS1), CD209 molecule (CD209), vascular endothelial growth factor (VEGF), arginase 2 (ARG2), and peroxisome proliferator-activated receptor gamma (PPARG) when compared with the RR group. Our data suggest that different phenotypes of tissue macrophages found in the skin from RR and RR/HIV patients could differentially contribute to the progression of leprosy.