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1.
PLoS One ; 19(6): e0304716, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38829872

RESUMEN

Optical microscopy videos enable experts to analyze the motion of several biological elements. Particularly in blood samples infected with Trypanosoma cruzi (T. cruzi), microscopy videos reveal a dynamic scenario where the parasites' motions are conspicuous. While parasites have self-motion, cells are inert and may assume some displacement under dynamic events, such as fluids and microscope focus adjustments. This paper analyzes the trajectory of T. cruzi and blood cells to discriminate between these elements by identifying the following motion patterns: collateral, fluctuating, and pan-tilt-zoom (PTZ). We consider two approaches: i) classification experiments for discrimination between parasites and cells; and ii) clustering experiments to identify the cell motion. We propose the trajectory step dispersion (TSD) descriptor based on standard deviation to characterize these elements, outperforming state-of-the-art descriptors. Our results confirm motion is valuable in discriminating T. cruzi of the cells. Since the parasites perform the collateral motion, their trajectory steps tend to randomness. The cells may assume fluctuating motion following a homogeneous and directional path or PTZ motion with trajectory steps in a restricted area. Thus, our findings may contribute to developing new computational tools focused on trajectory analysis, which can advance the study and medical diagnosis of Chagas disease.


Asunto(s)
Microscopía por Video , Trypanosoma cruzi , Trypanosoma cruzi/fisiología , Microscopía por Video/métodos , Enfermedad de Chagas/parasitología , Humanos , Procesamiento de Imagen Asistido por Computador/métodos
2.
Int Immunopharmacol ; 128: 111467, 2024 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-38211479

RESUMEN

The adequate management of parasite co-infections represents a challenge that has not yet been overcome, especially considering that the pathological outcomes and responses to treatment are poorly understood. Thus, this study aimed to evaluate the impact of Schistosoma mansoni infection on the efficacy of benznidazole (BZN)-based chemotherapy in Trypanosoma cruzi co-infected mice. BALB/c mice were maintained uninfected or co-infected with S. mansoni and T. cruzi, and were untreated or treated with BZN. Body weight, mortality, parasitemia, cardiac parasitism, circulating cytokines (Th1/Th2/Th17); as well as heart, liver and intestine microstructure were analyzed. The parasitemia peak was five times higher and myocarditis was more severe in co-infected than T. cruzi-infected mice. After reaching peak, parasitemia was effectively controlled in co-infected animals. BZN successfully controlled parasitemia in both co-infected and T. cruzi-infected mice and improved body mass, cardiac parasitism, myocarditis and survival in co-infected mice. Co-infection dampened the typical cytokine response to either parasite, and BZN reduced anti-inflammatory cytokines in co-infected mice. Despite BZN normalizing splenomegaly and liver cellular infiltration, it exacerbated hepatomegaly in co-infected mice. Co-infection or BZN exerted no effect on hepatic granulomas, but increased pulmonary and intestinal granulomas. Marked granulomatous inflammation was identified in the small intestine of all schistosomiasis groups. Taken together, our findings indicate that BZN retains its therapeutic efficacy against T. cruzi infection even in the presence of S. mansoni co-infection, but with organ-specific repercussions, especially in the liver.


Asunto(s)
Enfermedad de Chagas , Coinfección , Miocarditis , Nitroimidazoles , Esquistosomiasis mansoni , Ratones , Animales , Miocarditis/parasitología , Schistosoma mansoni , Parasitemia/tratamiento farmacológico , Enfermedad de Chagas/tratamiento farmacológico , Citocinas/uso terapéutico , Granuloma
3.
NPJ Vaccines ; 8(1): 81, 2023 May 31.
Artículo en Inglés | MEDLINE | ID: mdl-37258518

RESUMEN

Immunization with the Amastigote Surface Protein-2 (ASP-2) and Trans-sialidase (TS) antigens either in the form of recombinant protein, encoded in plasmids or human adenovirus 5 (hAd5) confers robust protection against various lineages of Trypanosoma cruzi. Herein we generated a chimeric protein containing the most immunogenic regions for T and B cells from TS and ASP-2 (TRASP) and evaluated its immunogenicity in comparison with our standard protocol of heterologous prime-boost using plasmids and hAd5. Mice immunized with TRASP protein associated to Poly-ICLC (Hiltonol) were highly resistant to challenge with T. cruzi, showing a large decrease in tissue parasitism, parasitemia and no lethality. This protection lasted for at least 3 months after the last boost of immunization, being equivalent to the protection induced by DNA/hAd5 protocol. TRASP induced high levels of T. cruzi-specific antibodies and IFNγ-producing T cells and protection was primarily mediated by CD8+ T cells and IFN-γ. We also evaluated the toxicity, immunogenicity, and efficacy of TRASP and DNA/hAd5 formulations in dogs. Mild collateral effects were detected at the site of vaccine inoculation. While the chimeric protein associated with Poly-ICLC induced high levels of antibodies and CD4+ T cell responses, the DNA/hAd5 induced no antibodies, but a strong CD8+ T cell response. Immunization with either vaccine protected dogs against challenge with T. cruzi. Despite the similar efficacy, we conclude that moving ahead with TRASP together with Hiltonol is advantageous over the DNA/hAd5 vaccine due to pre-existing immunity to the adenovirus vector, as well as the cost-benefit for development and large-scale production.

4.
Oncol Nurs Forum ; 50(1): 59-78, 2022 12 16.
Artículo en Inglés | MEDLINE | ID: mdl-37677791

RESUMEN

PROBLEM IDENTIFICATION: Cervical cancer (CC) is a major public health problem in low- and middle-income countries. Although screening can reduce CC incidence, screening programs are difficult to implement in resource-limited countries, making innovative interventions necessary. LITERATURE SEARCH: PubMed®, MEDLINE®, CINAHL®, LILACS, and SciELO databases were searched for studies published within the past five years that explored interventions to improve CC screening. DATA EVALUATION: Of the 486 articles identified, 35 were included in the review. The evidence was summarized, analyzed, and organized by theme. SYNTHESIS: Several low-cost interventions improved aspects of CC screening, most of which were associated with a significant increase in adherence and uptake. Other interventions led to better baseline knowledge and involvement among patients and healthcare providers and a higher proportion of patients receiving treatment. Screening programs can use single or multiple approaches and match them to the local conditions and available resources. IMPLICATIONS FOR PRACTICE: By understanding the various interventions that can mitigate CC incidence, healthcare providers can select the best approach to reach women eligible for CC screening.


Asunto(s)
Detección Precoz del Cáncer , Neoplasias del Cuello Uterino , Humanos , Femenino , Neoplasias del Cuello Uterino/diagnóstico , Neoplasias del Cuello Uterino/prevención & control , Personal de Salud
5.
Nat Commun ; 13(1): 1725, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-35365634

RESUMEN

Whipworms are large metazoan parasites that inhabit multi-intracellular epithelial tunnels in the large intestine of their hosts, causing chronic disease in humans and other mammals. How first-stage larvae invade host epithelia and establish infection remains unclear. Here we investigate early infection events using both Trichuris muris infections of mice and murine caecaloids, the first in-vitro system for whipworm infection and organoid model for live helminths. We show that larvae degrade mucus layers to access epithelial cells. In early syncytial tunnels, larvae are completely intracellular, woven through multiple live dividing cells. Using single-cell RNA sequencing of infected mouse caecum, we reveal that progression of infection results in cell damage and an expansion of enterocytes expressing of Isg15, potentially instigating the host immune response to the whipworm and tissue repair. Our results unravel intestinal epithelium invasion by whipworms and reveal specific host-parasite interactions that allow the whipworm to establish its multi-intracellular niche.


Asunto(s)
Helmintos , Tricuriasis , Animales , Mucosa Intestinal , Intestinos/parasitología , Mamíferos , Ratones , Trichuris/fisiología
6.
Exp Parasitol ; 128(4): 433-7, 2011 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-21640105

RESUMEN

This work reports results of re-infection of BALB/c and C57BL/6 mice with different recombinant strains of Toxoplasma gondii. Mice were prime-infected with the non-virulent D8 strain and challenged with virulent strains. PCR-RFLP of cS10-A6 genetic marker of T. gondii demonstrated that BALB/c mice were re-infected with the EGS strain, while C57BL/6 mice were re-infected with the EGS and CH3 strains. Levels of IFN-γ and IL-10 after D8 prime-infection were lower in C57BL/6 than in BALB/c mice. Brain inflammation after D8 prime-infection was more intense in C57BL/6 than in BALB/c mice. It was shown that re-infection depends on mice lineage and genotype of the strain used in the challenge.


Asunto(s)
Toxoplasma/inmunología , Toxoplasmosis Animal/inmunología , Animales , Bioensayo , Encéfalo/parasitología , Encéfalo/patología , Células Cultivadas , Pollos , Citocinas/análisis , Perros , Femenino , Genotipo , Humanos , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Reacción en Cadena de la Polimerasa , Polimorfismo de Longitud del Fragmento de Restricción , Recurrencia , Bazo/citología , Bazo/inmunología , Toxoplasma/clasificación , Toxoplasma/genética
7.
Diagn Cytopathol ; 49(4): 559-574, 2021 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-33548162

RESUMEN

BACKGROUND: Cervical cancer progresses slowly, increasing the chance of early detection of pre-neoplastic lesions via Pap exam test and subsequently preventing deaths. However, the exam presents both false-negatives and false-positives results. Therefore, automatic methods (AMs) of reading the Pap test have been used to improve the quality control of the exam. We performed a literature review to evaluate the feasibility of implementing AMs in laboratories. METHODS: This work reviewed scientific publications regarding automated cytology from the last 15 years. The terms used were "Papanicolaou test" and "Automated cytology screening" in Portuguese, English, and Spanish, in the three scientific databases (SCIELO, PUBMED, MEDLINE). RESULTS: Of the resulting 787 articles, 34 were selected for a complete review, including three AMs: ThinPrep Imaging System, FocalPoint GS Imaging System and CytoProcessor. In total, 1 317 148 cytopathological slides were evaluated automatically, with 1 308 028 (99.3%) liquid-based cytology slides and 9120 (0.7%) conventional cytology smears. The AM diagnostic performances were statistically equal to or better than those of the manual method. AM use increased the detection of cellular abnormalities and reduced false-negatives. The average sample rejection rate was ≤3.5%. CONCLUSION: AMs are relevant in quality control during the analytical phase of cervical cancer screening. This technology eliminates slide-handling steps and reduces the sample space, allowing professionals to focus on diagnostic interpretation while maintaining high-level care, which can reduce false-negatives. Further studies with conventional cytology are needed. The use of AM is still not so widespread in cytopathology laboratories.


Asunto(s)
Automatización de Laboratorios/métodos , Prueba de Papanicolaou/métodos , Neoplasias del Cuello Uterino/patología , Automatización de Laboratorios/normas , Femenino , Humanos , Prueba de Papanicolaou/normas
8.
J Nutr Biochem ; 87: 108519, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33017610

RESUMEN

Dietary sugar is an important determinant of the development and progression of nonalcoholic fatty liver disease (NAFLD). However, the molecular mechanisms underlying the deleterious effects of sugar intake on NAFLD under energy-balanced conditions are still poorly understood. Here, we provide a comprehensive analysis of the liver lipidome and mechanistic insights into the pathogenesis of NAFLD induced by the chronic consumption of high-sugar diet (HSD). Newly weaned male Wistar rats were fed either a standard chow diet or an isocaloric HSD for 18 weeks. Livers were harvested for histological, oxidative stress, gene expression, and lipidomic analyses. Intake of HSD increased oxidative stress and induced severe liver injury, microvesicular steatosis, and ballooning degeneration of hepatocytes. Using untargeted lipidomics, we identified and quantified 362 lipid species in the liver. Rats fed with HSD displayed increased hepatic levels of triacylglycerol enriched in saturated and monounsaturated fatty acids, lipids related to mitochondrial function/structure (phosphatidylglycerol, cardiolipin, and ubiquinone), and acylcarnitine (an intermediate lipid of fatty acid beta-oxidation). HSD-fed animals also presented increased levels of some species of membrane lipids and a decreased content of phospholipids containing omega-6 fatty acids. These changes in the lipidome were associated with the downregulation of genes involved in fatty acid oxidation in the liver. In conclusion, our data suggest that the chronic intake of a HSD, even under isocaloric conditions, induces lipid overload, and inefficient/impaired fatty acid oxidation in the liver. Such events lead to marked disturbance in hepatic lipid metabolism and the development of NAFLD.


Asunto(s)
Dieta de Carga de Carbohidratos/efectos adversos , Metabolismo de los Lípidos , Hígado/metabolismo , Enfermedad del Hígado Graso no Alcohólico/etiología , Enfermedad del Hígado Graso no Alcohólico/metabolismo , Animales , Lipidómica , Masculino , Redes y Vías Metabólicas , Ratas Wistar
9.
Sci Data ; 8(1): 151, 2021 06 10.
Artículo en Inglés | MEDLINE | ID: mdl-34112812

RESUMEN

Amidst the current health crisis and social distancing, telemedicine has become an important part of mainstream of healthcare, and building and deploying computational tools to support screening more efficiently is an increasing medical priority. The early identification of cervical cancer precursor lesions by Pap smear test can identify candidates for subsequent treatment. However, one of the main challenges is the accuracy of the conventional method, often subject to high rates of false negative. While machine learning has been highlighted to reduce the limitations of the test, the absence of high-quality curated datasets has prevented strategies development to improve cervical cancer screening. The Center for Recognition and Inspection of Cells (CRIC) platform enables the creation of CRIC Cervix collection, currently with 400 images (1,376 × 1,020 pixels) curated from conventional Pap smears, with manual classification of 11,534 cells. This collection has the potential to advance current efforts in training and testing machine learning algorithms for the automation of tasks as part of the cytopathological analysis in the routine work of laboratories.


Asunto(s)
Cuello del Útero/patología , Uso de Internet , Prueba de Papanicolaou , Neoplasias del Cuello Uterino/patología , Detección Precoz del Cáncer , Femenino , Humanos , Aprendizaje Automático
10.
Acta Trop ; 201: 105218, 2020 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-31610148

RESUMEN

Despite more than 100 years since it was firstly described Chagas disease, only two drugs are available to treat Chagas disease: Nifurtimox launched by Bayer in 1965 and benznidazole launched by Roche in 1971. Drug discovery initiatives have been looking for new compounds as an alternative to these old drugs. Although new platforms have been used with the latest technologies, a critical step on that process still relies on the in vivo model. Unfortunately, to date, available animal models have limited predictive value and there is no standardization. With the aim to better understand the role of benznidazole, the current standard of care of Chagas disease, we performed this review. We intend to analyze the influence of the experimental design of the most used animal model, the murine model, in the assessment of the efficacy endpoint.


Asunto(s)
Enfermedad de Chagas/tratamiento farmacológico , Nifurtimox/farmacología , Nifurtimox/uso terapéutico , Nitroimidazoles/farmacología , Nitroimidazoles/uso terapéutico , Tripanocidas/uso terapéutico , Trypanosoma cruzi/efectos de los fármacos , Animales , Modelos Animales de Enfermedad , Relación Dosis-Respuesta a Droga , Humanos , Ratones
11.
Comput Methods Programs Biomed ; 182: 105053, 2019 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-31521047

RESUMEN

BACKGROUND AND OBJECTIVES: Saliency refers to the visual perception quality that makes objects in a scene to stand out from others and attract attention. While computational saliency models can simulate the expert's visual attention, there is little evidence about how these models perform when used to predict the cytopathologist's eye fixations. Saliency models may be the key to instrumenting fast object detection on large Pap smear slides under real noisy conditions, artifacts, and cell occlusions. This paper describes how our computational schemes retrieve regions of interest (ROI) of clinical relevance using visual attention models. We also compare the performance of different computed saliency models as part of cell screening tasks, aiming to design a computer-aided diagnosis systems that supports cytopathologists. METHOD: We record eye fixation maps from cytopathologists at work, and compare with 13 different saliency prediction algorithms, including deep learning. We develop cell-specific convolutional neural networks (CNN) to investigate the impact of bottom-up and top-down factors on saliency prediction from real routine exams. By combining the eye tracking data from pathologists with computed saliency models, we assess algorithms reliability in identifying clinically relevant cells. RESULTS: The proposed cell-specific CNN model outperforms all other saliency prediction methods, particularly regarding the number of false positives. Our algorithm also detects the most clinically relevant cells, which are among the three top salient regions, with accuracy above 98% for all diseases, except carcinoma (87%). Bottom-up methods performed satisfactorily, with saliency maps that enabled ROI detection above 75% for carcinoma and 86% for other pathologies. CONCLUSIONS: ROIs extraction using our saliency prediction methods enabled ranking the most relevant clinical areas within the image, a viable data reduction strategy to guide automatic analyses of Pap smear slides. Top-down factors for saliency prediction on cell images increases the accuracy of the estimated maps while bottom-up algorithms proved to be useful for predicting the cytopathologist's eye fixations depending on parameters, such as the number of false positive and negative. Our contributions are: comparison among 13 state-of-the-art saliency models to cytopathologists' visual attention and deliver a method that the associate the most conspicuous regions to clinically relevant cells.


Asunto(s)
Cuello del Útero/patología , Aprendizaje Profundo , Redes Neurales de la Computación , Femenino , Humanos , Prueba de Papanicolaou
12.
Comput Med Imaging Graph ; 72: 13-21, 2019 03.
Artículo en Inglés | MEDLINE | ID: mdl-30763802

RESUMEN

Ninety years after its invention, the Pap test continues to be the most used method for the early identification of cervical precancerous lesions. In this test, the cytopathologists look for microscopic abnormalities in and around the cells, which is a time-consuming and prone to human error task. This paper introduces computational tools for cytological analysis that incorporate cell segmentation deep learning techniques. These techniques are capable of processing both free-lying and clumps of abnormal cells with a high overlapping rate from digitized images of conventional Pap smears. Our methodology employs a preprocessing step that discards images with a low probability of containing abnormal cells without prior segmentation and, therefore, performs faster when compared with the existing methods. Also, it ranks outputs based on the likelihood of the images to contain abnormal cells. We evaluate our methodology on an image database of conventional Pap smears from real scenarios, with 108 fields-of-view containing at least one abnormal cell and 86 containing only normal cells, corresponding to millions of cells. Our results show that the proposed approach achieves accurate results (MAP = 0.936), runs faster than existing methods, and it is robust to the presence of white blood cells, and other contaminants.


Asunto(s)
Aprendizaje Profundo , Procesamiento de Imagen Asistido por Computador/métodos , Algoritmos , Femenino , Humanos , Redes Neurales de la Computación , Prueba de Papanicolaou , Neoplasias del Cuello Uterino/patología
13.
PLoS Negl Trop Dis ; 13(6): e0007545, 2019 06.
Artículo en Inglés | MEDLINE | ID: mdl-31242195

RESUMEN

BACKGROUND: Dogs are considered sentinels in areas of Trypanosoma cruzi transmission risk to humans. ELISA is generally the method of choice for diagnosing T. cruzi exposure in dogs, but its performance substantially depends on the antigenic matrix employed. In previous studies, our group has developed four chimeric antigens (IBMP-8.1, 8.2, 8.3, and 8.4) and evaluated their potential for diagnosing T. cruzi exposure in humans. For human sera, these chimeric antigens presented superior diagnostic performances as compared to commercial tests available in Brazil, Spain, and Argentina. Therefore, in this study we have evaluated the potential of these antigenic proteins for detection of anti-T. cruzi IgG antibodies in dog sera. METHODOLOGY/PRINCIPAL FINDINGS: The IBMP-ELISA assays were optimized by checkerboard titration. Subsequently, the diagnostic potential was validated through analysis of ROC curves and the performance of the tests was determined using double entry tables. Cross-reactivity was also evaluated for babesiosis, ehrlichiosis, dirofilariosis, anaplasmosis, and visceral leishmaniasis. Best performance was shown by IBMP-8.3 and IBMP-8.4, although all four antigens demonstrated a high diagnostic performance with 46 positive and 149 negative samples tested. IBMP-8.3 demonstrated 100% sensitivity, followed by IBMP-8.4 (96.7-100%), IBMP-8.2 (73.3-87.5%), and IBMP-8.1 (50-100%). The highest specificities were achieved with IBMP-8.2 (100%) and IBMP-8.4 (100%), followed by IBMP-8.3 (96.7-97.5%) and IBMP 8.1 (89.1-100%). CONCLUSIONS/SIGNIFICANCE: The use of chimeric antigenic matrices in immunoassays for anti-T. cruzi IgG antibody detection in sera of infected dogs was shown to be a promising tool for veterinary diagnosis and epidemiological studies. The chimeric antigens used in this work allowed also to overcome the common hurdles related to serodiagnosis of T. cruzi infection, especially regarding variation of efficiency parameters according to different strains and cross-reactivity with other infectious diseases.


Asunto(s)
Anticuerpos Antiprotozoarios/sangre , Enfermedad de Chagas/veterinaria , Enfermedades de los Perros/diagnóstico , Proteínas Recombinantes de Fusión/inmunología , Pruebas Serológicas/métodos , Trypanosoma cruzi/inmunología , Animales , Enfermedad de Chagas/diagnóstico , Perros , Inmunoglobulina G/sangre , Curva ROC , Sensibilidad y Especificidad
14.
Mem Inst Oswaldo Cruz ; 103(6): 528-34, 2008 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-18949320

RESUMEN

The goals of the present study were to evaluate the kinetics of blood parasitism by examination of fresh blood, blood culture (BC) and PCR assays and their correlation with heart parasitism during two years of infection in Beagle dogs inoculated with the Be-78, Y and ABC Trypanosoma cruzi strains. Our results showed that the parasite or its kDNA is easily detected during the acute phase in all infected animals. On the other hand, a reduced number of positive tests were verified during the chronic phase of the infection. The frequency of positive tests was correlated with T. cruzi strain. The percentage of positive BC and blood PCR performed in samples from animals inoculated with Be-78 and ABC strains were similar and significantly larger in relation to animals infected with the Y strain.Comparison of the positivity of PCR tests performed using blood and heart tissue samples obtained two years after infection showed two different patterns associated with the inoculated T. cruzi strain: (1) high PCR positivity for both blood and tissue was observed in animals infected with Be-78 or ABC strains; (2) lower and higher PCR positivity for the blood and tissue, respectively, was detected in animals infected with Y strains. These data suggest that the sensitivity of BC and blood PCR was T. cruzi strain dependent and, in contrast, the heart tissue PCR revealed higher sensitivity regardless of the parasite stock.


Asunto(s)
Cardiomiopatía Chagásica/parasitología , Parasitemia/parasitología , Trypanosoma cruzi/patogenicidad , Enfermedad Aguda , Animales , Cardiomiopatía Chagásica/patología , Enfermedad Crónica , Modelos Animales de Enfermedad , Perros , Femenino , Fibrosis/parasitología , Fibrosis/patología , Inflamación/parasitología , Inflamación/patología , Masculino , Parasitemia/patología , Reacción en Cadena de la Polimerasa , Trypanosoma cruzi/clasificación
15.
Cad Saude Publica ; 24(2): 281-6, 2008 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-18278274

RESUMEN

The article begins by describing a dog with characteristic symptoms of visceral leishmaniasis. A serum sample from this animal was positive by indirect immunofluorescence (IIF) performed in anti-Leishmania total IgG in 1999. Tissues from the same dog were also positive by polymerase chain reaction (PCR) in 2004, identifying Leishmania DNA in the cerebellum, liver, kidney, and intestine. This is the first report of a dog with autochthonous visceral leishmaniasis in the county of Bom Sucesso, Minas Gerais State, Brazil. The finding of this IIF-positive dog led to a canine visceral leishmaniasis epidemiological investigation in the county. The investigation was conducted from March 1999 to December 2005. IIF was positive for Leishmania in 22 (3%) of 734 examined dogs. Among the 22 IIF-positive dogs, six presented characteristic symptoms of canine visceral leishmaniasis. The results of this epidemiological investigation were sent to local and State public health authorities, requesting visceral leishmaniasis control and preventive measures to interrupt transmission of the disease and avoid the occurrence of human cases.


Asunto(s)
Anticuerpos Antiprotozoarios/sangre , Enfermedades de los Perros/epidemiología , Inmunoglobulina G/sangre , Leishmania infantum , Leishmaniasis Visceral/veterinaria , Animales , Brasil/epidemiología , ADN Protozoario/análisis , Enfermedades de los Perros/diagnóstico , Perros , Técnica del Anticuerpo Fluorescente Indirecta , Leishmania infantum/genética , Leishmania infantum/inmunología , Leishmaniasis Visceral/diagnóstico , Leishmaniasis Visceral/epidemiología , Reacción en Cadena de la Polimerasa , Prevalencia , Estudios Seroepidemiológicos , Población Urbana
16.
IEEE J Biomed Health Inform ; 21(2): 441-450, 2017 03.
Artículo en Inglés | MEDLINE | ID: mdl-26800556

RESUMEN

In this paper, we introduce and evaluate the systems submitted to the first Overlapping Cervical Cytology Image Segmentation Challenge, held in conjunction with the IEEE International Symposium on Biomedical Imaging 2014. This challenge was organized to encourage the development and benchmarking of techniques capable of segmenting individual cells from overlapping cellular clumps in cervical cytology images, which is a prerequisite for the development of the next generation of computer-aided diagnosis systems for cervical cancer. In particular, these automated systems must detect and accurately segment both the nucleus and cytoplasm of each cell, even when they are clumped together and, hence, partially occluded. However, this is an unsolved problem due to the poor contrast of cytoplasm boundaries, the large variation in size and shape of cells, and the presence of debris and the large degree of cellular overlap. The challenge initially utilized a database of 16 high-resolution ( ×40 magnification) images of complex cellular fields of view, in which the isolated real cells were used to construct a database of 945 cervical cytology images synthesized with a varying number of cells and degree of overlap, in order to provide full access of the segmentation ground truth. These synthetic images were used to provide a reliable and comprehensive framework for quantitative evaluation on this segmentation problem. Results from the submitted methods demonstrate that all the methods are effective in the segmentation of clumps containing at most three cells, with overlap coefficients up to 0.3. This highlights the intrinsic difficulty of this challenge and provides motivation for significant future improvement.


Asunto(s)
Algoritmos , Cuello del Útero/citología , Procesamiento de Imagen Asistido por Computador/métodos , Microscopía/métodos , Cuello del Útero/diagnóstico por imagen , Femenino , Humanos , Prueba de Papanicolaou/métodos , Neoplasias del Cuello Uterino
17.
Life Sci ; 187: 42-49, 2017 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-28823565

RESUMEN

AIM: Investigate to what extent low-intensity swim training for six weeks counterbalances the adverse remodeling due to the advance of pathological hypertrophy in the left ventricle (LV) structural and mechanical properties in the early compensated phase of hypertension in male SHR. MAIN METHODS: Four-month-old male SHR and Wistar rats were randomly divided into Sed (sedentary) and Ex (exercised) groups. The exercised rats were submitted to a swimming protocol (1h/day, 5times/week, no additional load) for six weeks. LV tissue and isolated myocytes were used to assess structural and mechanical properties. Myocytes were stimulted at frequencies (F) of 1 and 3Hz at 37°C. KEY FINDINGS: Exercised SHR showed improvement in cardiovascular parameters compared to sedentary SHR (mean arterial pressure: 13.22%; resting HR: 14.28.%). About structural and mechanical properties, swim training induced a decrease in LV myocyte thickness (10.85%), number of inflammatory cells (21.24%); collagen type III (74.23%) and type I (85.6%) fiber areas; amplitude of single myocyte shortening (47% to F1 and 28.46% to F3), timecourses of shortening (16.5% to F1 and 7.55% to F3) and relaxation (15.31% to F3) compared to sedentary SHR. SIGNIFICANCE: Six weeks of swim training attenuates the adverse remodeling of LV structural and mechanical properties in the early compensated phase of hypertension in male SHR.


Asunto(s)
Ventrículos Cardíacos/patología , Hipertensión/patología , Hipertensión/terapia , Modalidades de Fisioterapia , Natación , Remodelación Ventricular/fisiología , Animales , Presión Sanguínea/fisiología , Colágeno Tipo I/metabolismo , Colágeno Tipo III/metabolismo , Estimulación Eléctrica , Frecuencia Cardíaca/fisiología , Ventrículos Cardíacos/metabolismo , Hipertensión/metabolismo , Hipertensión/fisiopatología , Hipertrofia , Masculino , Contracción Muscular/fisiología , Relajación Muscular/fisiología , Miocitos Cardíacos/patología , Miocitos Cardíacos/fisiología , Condicionamiento Físico Animal , Ratas
19.
Vet Immunol Immunopathol ; 103(3-4): 173-85, 2005 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-15621304

RESUMEN

The effectiveness of flow cytometric assays for canine use is still requiring standardization. Despite several studies using purified mononuclear cells, no methodology or reference ranges are available for immunophenotyping of whole blood leukocytes (WBL). Fresh and pre-fixed WBL were used to identify cell-subsets, (Thy-1(+)/CD5(+)/CD4(+)/CD8(+)/CD21(+) and CD14(+)) and measure MHC-II, CD45RA/CD45RB expression. We described here an efficient method for fast quantification of canine-WBL, using pre-fix in a microplate assay, which allows long-term sample storage prior to phenotyping. Decreased percentage of CD5(+)-T-cells within the lymphocyte-gate and increased percentage of CD21(+)-B-cells were observed in young animals, which led to higher T/B cell ratios in middle-aged dogs. Lower numerical counts of Thy-1(+), CD4(+), CD8(+) and CD21(+) lymphocyte were observed when compared to young animals. In addition, we identified an age-related decline of MHC-II/CD45RA expression by lymphocytes. We proposed an improved method for phenotyping of canine peripheral blood mononuclear cells (PBMC) that has significant use for researchers and veterinary clinicians. The hematological changes of senescence previously identified on PBMC could be adequately reproduced on features identified by whole blood. Furthermore, this study supplies normal range references as baseline standards for clinical purposes, besides specific immunological parameters to monitor canine aging process.


Asunto(s)
Perros/inmunología , Citometría de Flujo/veterinaria , Leucocitos Mononucleares/inmunología , Subgrupos Linfocitarios/inmunología , Factores de Edad , Animales , Antígenos CD/análisis , Relación CD4-CD8/veterinaria , Perros/sangre , Femenino , Citometría de Flujo/métodos , Inmunofenotipificación/métodos , Inmunofenotipificación/veterinaria , Masculino , Valores de Referencia , Factores Sexuales , Manejo de Especímenes/métodos , Manejo de Especímenes/veterinaria
20.
Virchows Arch ; 441(1): 69-76, 2002 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-12111203

RESUMEN

A major characteristic of Chagas' disease is a myocarditis constituted primarily of mononuclear cells, both during the acute and chronic phases of the disease. Using monoclonal antibodies and image analyses we have quantified canine CD8(+) T cells (caCD8(+) T cells), canine CD4(+) T cells (caCD4(+) T cells) and neutrophils in canine chagasic myocardiopathy induced by two strains isolated from the first human clinical case of Chagas' disease. We also evaluated the influence of tissue parasitism in the genesis of chronic myocarditis through immunohistochemistry. As in human myocarditis, there was a predominance of T lymphocytes in the inflammatory infiltrate in all animals studied. In the dogs inoculated with strain Berenice 78 (Be78) and necropsied during the acute phase of infection, we found 58% caCD8(+) and 42% caCD4(+) T cells. In chronically infected animals, 53% of T cells were represented by caCD8(+) and 47% were caCD4(+) T cells. Since normal canine lymphoid organs are constituted by 70-80% caCD4(+) T cells and 20-30% caCD8(+) T cells our results indicate a higher proliferation of caCD8(+) T cells in dogs inoculated with the Be78 strain. In chronic myocarditis induced by the Berenice 62 (Be62) strain, caCD8(+) cells constituted 33% of the T cells and 67% were caCD4(+) T cells, a proportion similar to that found in normal canine lymphoid organs. Since the Be78 strain induces greater loss of myocardiocytes than strain Be62, we believe that the caCD8(+) T cells, among other factors, can be important in the genesis of these lesions. Amastigote nests and immunohistochemically labelled Trypanosoma cruzi antigen were not found in dogs necropsied during the chronic phase. The absence of the parasite in the myocardium suggests the involvement of other mechanisms in the genesis of the inflammatory process.


Asunto(s)
Linfocitos T CD4-Positivos/patología , Linfocitos T CD8-positivos/patología , Cardiomiopatía Chagásica/metabolismo , Neutrófilos/patología , Enfermedad Aguda , Animales , Cardiomiopatía Chagásica/patología , Enfermedad Crónica , Perros , Humanos , Inmunohistoquímica , Inmunofenotipificación , Recuento de Linfocitos
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