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1.
Medicina (Kaunas) ; 60(4)2024 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-38674213

RESUMO

Background and Objectives: There are many surgical techniques for oroantral communication treatment, one of which is the buccal fat pad. Of particular interest is the high reparative potential of the buccal fat pad, which may be contributed to by the presence of mesenchymal stem cells. The purpose of this work is to evaluate the reparative potential of BFP cells using morphological and immunohistochemical examination. Materials and Methods: 30 BFP samples were provided by the Clinic of Maxillofacial and Plastic Surgery of the Russian University of Medicine (Moscow, Russia) from 28 patients. Morphological examination of 30 BFP samples was performed at the Institute of Clinical Morphology and Digital Pathology of Sechenov University. Hematoxylin-eosin, Masson trichrome staining and immunohistochemical examination were performed to detect MSCs using primary antibodies CD133, CD44 and CD10. Results: During staining with hematoxylin-eosin and Masson's trichrome, we detected adipocytes of white adipose tissue united into lobules separated by connective tissue layers, a large number of vessels of different calibers, as well as the general capsule of BFP. The thin connective tissue layers contained neurovascular bundles. Statistical processing of the results of the IHC examination of the samples using the Mann-Whitney criterion revealed that the total number of samples in which the expression of CD44, CD10 and CD133 antigens was confirmed was statistically significantly higher than the number of samples where the expression was not detected (p < 0.05). Conclusions: During the morphological study of the BFP samples, we revealed statistically significant signs of MSCs presence (p < 0.05), including in the brown fat tissue, which proves the high reparative potential of this type of tissue and can make the BFP a choice option among other autogenous donor materials when eliminating OAC and other surgical interventions in the maxillofacial region.


Assuntos
Tecido Adiposo , Compostos Azo , Bochecha , Imuno-Histoquímica , Humanos , Imuno-Histoquímica/métodos , Feminino , Masculino , Antígeno AC133/análise , Receptores de Hialuronatos/análise , Neprilisina/análise , Células-Tronco Mesenquimais , Adulto , Amarelo de Eosina-(YS) , Hematoxilina , Verde de Metila
2.
Expert Rev Respir Med ; 17(11): 1079-1089, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38058175

RESUMO

BACKGROUND: Diagnosis of pleural tuberculosis (TB) is tedious owing to its close resemblance with malignant pleural effusion and sparse bacterial load in clinical specimens. There is an immediate need to design a rapid and dependable diagnostic test to prevent unnecessary morbidity/mortality. RESEARCH DESIGN AND METHODS: A multi-targeted loop-mediated isothermal amplification (MT-LAMP) was deliberated using mpt64 and IS6110 to diagnose pleural TB within pleural fluids/biopsies. MT-LAMP products were analyzed by gel-based and visual detection methods, viz. SYBR Green I, SYBR Green I+deoxyuridine triphosphate uracil-N-glycosylase (dUTP-UNG), and dry methyl green reactions. RESULTS: In a pilot study, while assessing pleural TB/non-TB control subjects (n = 40), both SYBR Green I+dUTP-UNG/gel-based MT-LAMP assays exhibited better sensitivity/specificity than SYBR Green I and dry methyl green MT-LAMP. Since it is facile to work with SYBR Green I+dUTP-UNG than gel-based MT-LAMP, we validated the performance of SYBR Green I+dUTP-UNG in a higher number of specimens (n = 97), which revealed somewhat higher sensitivity (85.2 vs. 81.5%) and specificity (97.7 vs. 90.7%) than SYBR Green I MT-LAMP. Furthermore, the sensitivity attained by SYBR Green I+dUTP-UNG MT-LAMP was significantly higher (p < 0.001) than GeneXpert. CONCLUSIONS: Our SYBR Green I+dUTP-UNG MT-LAMP is a simple and reliable method to diagnose pleural TB, which may translate into a point-of-care test.


Assuntos
Mycobacterium tuberculosis , Tuberculose Pleural , Humanos , Tuberculose Pleural/diagnóstico , Verde de Metila , Projetos Piloto , Sensibilidade e Especificidade , Mycobacterium tuberculosis/genética
3.
PLoS One ; 18(4): e0284165, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37036886

RESUMO

INTRODUCTION: Health workers' failure to adhere to guidelines for screening, diagnosis and management of HIV-associated cryptococcal meningitis (CM) remains a significant public health concern. We aimed to assess adherence to the standards of care and management of HIV patients at risk of CM per the MoH guidelines and assess stock management of CM supplies in the period of January to June 2021 at selected public health facilities (HFs) in Uganda. METHODS: The study employed an observational cross-sectional design to assess the level of adherence of health workers to standards of clinical care and management of HIV positive patients at risk of CM as per the clinical guidelines for Uganda, and stock management of CM supplies in the period of January to June 2021in selected public health facilities. The study team used a survey guide designed by MoH to assess and score the screening, diagnosis and management practices of Health Facilities towards CM. Scoring was categorized as red (< 80%), light green (80%-95%), and dark green (˃95%) in the order from worst to best adherence. The data was transcribed into a spread sheet and analysed using STATA-v15. RESULTS: The study team visited a total of 15 public health facilities including 5 general hospitals, 9 regional referral hospitals (RRHs) and 1 National Referral hospital (NRH). The mean score for adherence to screening and management of CM for all the combined facilities was 15 (64.7%) classified as red. 10 (66.7%) HFs had not performed a baseline CD4 test for eligible patients within 2 weeks of ART initiation. With regards to treatment, 9 (60%) of the HFs were scored as light green on knowledge of the procedure for reconstituting intravenous Liposomal Amphotericin B. None of the HFs visited had potassium chloride tablets in stock. CONCLUSION: Major MoH guidelines are generally not being adhered to by health workers while managing cryptococcal meningitis. It is vital that government and implementing partners regularly support HFs with training, mentorship, and support supervision on CM management to improve adherence to CM screening and treatment guidelines.


Assuntos
Infecções por HIV , Meningite Criptocócica , Humanos , Meningite Criptocócica/diagnóstico , Meningite Criptocócica/tratamento farmacológico , Infecções por HIV/complicações , Infecções por HIV/diagnóstico , Uganda , Estudos Transversais , Verde de Metila
4.
Int J Low Extrem Wounds ; 22(3): 454-458, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-33998845

RESUMO

MolecuLight i:X is a noninvasive, portable device that captures images, measures wound areas, and allows the evaluation of the bacterial environment in real time. The aim of the study was to correlate the different fluorescence (light green, red, cyan) and dark red-purple-black color areas with average pH values in these areas and with average wound bed score (WBS). During a 4-week period, we enrolled 43 adult patients (23 females and 20 males) with clinically infected and uninfected chronic ulcers. In our study, the mean age was 68 years old. The etiologies were 21 venous ulcers, 3 arterial ulcers, 4 vasculitis, 7 pyoderma gangrenosum, 7 traumatic ulcers, and 1 neoplastic ulcer. The average area was 16.92 cm2 and the average WBS was 9.17. A total of 16 ulcers (37%) were positive for clinical signs and symptoms of infection and 27 ulcers were negative (63%). Thirty-six ulcers emitted a single fluorescence: cyan (n = 13), red (n = 1), light green (n = 14), and dark red-purple-black (n = 8). Six wounds showed a double fluorescence area: red and cyan (n = 1) and cyan and light green (n = 5). One ulcer emitted a triple fluorescence area: red, cyan, and light green. Overall in 43 ulcers, we found 43 fluorescence and 8 dark red-purple-black color. We found significant data between pH and fluorescence. pH values on wound bed confirm in a noninvasive way the correlation between fluorescence and bacterial burden. Moreover, MolecuLight i:X is able to detect objectively the bacterial proliferation, in contrast with pH which cannot distinguish different types of bacteria.


Assuntos
Verde de Metila , Úlcera , Adulto , Masculino , Feminino , Humanos , Idoso , Fluorescência , Bactérias , Concentração de Íons de Hidrogênio
5.
Molecules ; 27(23)2022 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-36500484

RESUMO

Organic dyes with enduring colors which are malodorous are a significant source of environmental deterioration due to their virulent effects on aquatic life and lethal carcinogenic effects on living organisms. In this study, the adsorption of methyl green (MG), a cationic dye, was achieved by using ZIF-67, which has been deemed an effective adsorbent for the removal of contaminants from wastewater. The characterization of ZIF-67 was done by FTIR, XRD, and SEM analysis. The adsorption mechanism and characteristics were investigated with the help of control batch experiments and theoretical studies. The systematical kinetic studies and isotherms were sanctioned with a pseudo-second-order model and a Langmuir model (R2 = 0.9951), confirming the chemisorption and monolayer interaction process, respectively. The maximum removal capacities of ZIF-67 for MG was 96% at pH = 11 and T = 25 °C. DFT calculations were done to predict the active sites in MG by molecular electrostatic potential (MEP). Furthermore, both Molecular dynamics and Monte Carlo simulations were also used to study the adsorption mechanism.


Assuntos
Poluentes Químicos da Água , Purificação da Água , Águas Residuárias , Verde de Metila , Cinética , Poluentes Químicos da Água/química , Água/química , Adsorção , Modelos Moleculares
6.
Water Sci Technol ; 85(4): 1040-1052, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35228352

RESUMO

Cadmium sulphide (CdS) nanoparticles (NPs) were synthesized through hydrothermal route and characterized by UV-Vis spectroscopy, X-ray diffraction (XRD), Energy dispersive X-ray analysis, Scanning electron microscopy (SEM), Fourier transform infrared spectroscopy and Thermo gravimetric analysis (TGA).The band gap of CdS nanoparticles was found to be 2.38 eV. CdS NPs are crystalline aggregates with hexagonal structure as shown by SEM and XRD analysis. TGA study revealed that the synthesized nanomaterials were very stable to temperature and only 6.54% total loss occurred during heating range (25 °C-600 °C).The CdS NPs were used for the first time against the degradation of Eosin B (EB) and Methyl green (MG) dyes in aqueous solution.The degradation of EB and MG over CdS nanocatalysts followed second order kinetics. The predicted activation energies for both the dyes' reactions were 61.1 kJ/mol and 32.11 kJ/mol, respectively. About 95% and 90% dye degradation was observed at the time interval of 160 minutes for EB and MG, respectively. High percent degradation of EB was observed at high pH (pH 0) while at low pH (pH 4) high percent degradation was found for MG dye. Maximum dye degradation was found at the optimal dose (0.03 g/L) of the catalyst and at low dye concentration. The rate of EB and MG dye degradation was found to increase with increase in temperature up to 45 °C. The recyclability study showed that CdS nanoparticles could be reused for the degradation of the given dyes. Good antibacterial activity against Staphylococcus aureus was shown by CdS NPs. From the biocompatibility it was confirmed that CdS NPS are bioincompatible compatible.


Assuntos
Corantes , Verde de Metila , Compostos de Cádmio , Catálise , Corantes/química , Azul de Eosina I , Cinética , Sulfetos , Termodinâmica , Difração de Raios X
7.
Int Microbiol ; 25(4): 669-678, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33835333

RESUMO

Colpodella spp. are free-living flagellates closely related to the apicomplexans. Human infections by Colpodella sp. have been reported. A biflagellated trophozoite and cyst stage comprise the known life cycle stages of Colpodella sp. However, the process of encystation and excystation within the life cycle is unclear. Life cycle stages initiating human infections are unknown. We performed a detailed investigation of the life cycle of Colpodella sp. (ATCC 50594) in culture using Sam-Yellowe's trichrome stains and differential interference contrast (DIC) for light microscopy and fluorescence microscopy of Congo red-stained cells and investigated ultrastructure using transmission electron microscopy (TEM). We report previously undocumented stages of Colpodella sp. Asymmetric and asynchronous division was detected inside cysts by trichrome staining and by TEM. Odd-numbered juveniles and cysts containing more than four juvenile trophozoites were identified. Live imaging of active cultures captured the excystation and egress of juvenile trophozoites and confirmed the presence of multinucleate cysts. The ultrastructure of the multinucleate cyst is reminiscent of apicomplexan schizonts. Insights gained from the life cycle stages observed in culture allowed the construction of the life cycle of Colpodella sp. Knowledge of the life cycle will aid biochemical and molecular characterization of Colpodella sp. and help identify stages in human infections.


Assuntos
Apicomplexa , Vermelho Congo , Animais , Compostos Azo , Amarelo de Eosina-(YS) , Humanos , Estágios do Ciclo de Vida , Verde de Metila , Microscopia Eletrônica , Trofozoítos
8.
Am J Surg Pathol ; 46(2): 200-212, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-34411028

RESUMO

Venous invasion (VI) is a powerful yet underreported prognostic factor in colorectal cancer (CRC). Its detection can be improved with an elastin stain. We evaluated the impact of routine elastin staining on VI detection in resected CRC and its relationship with oncologic outcomes. Pathology reports from the year before (n=145) and the year following (n=128) the implementation of routine elastin staining at our institution were reviewed for established prognostic factors, including VI. A second review, using elastin stains, documented the presence/absence, location, number, and size of VI foci. The relationship between VI and oncologic outcomes was evaluated for original and review assessments. VI detection rates increased from 21% to 45% following implementation of routine elastin staining (odds ratio [OR]=3.1; 95% confidence interval [CI]: 1.8-5.3; P<0.0001). The second review revealed a lower VI miss rate postimplementation than preimplementation (22% vs. 48%, respectively; P=0.007); this difference was even greater for extramural VI-positive cases (9% vs. 38%, respectively; P=0.0003). Missed VI cases postimplementation had fewer VI foci per missed case (P=0.02) and a trend towards less extramural VI than those missed preimplementation. VI assessed with an elastin stain was significantly associated with recurrence-free survival (P=0.003), and cancer-specific survival (P=0.01) in contrast to VI assessed on hematoxylin and eosin alone (P=0.053 and 0.1, respectively). The association between VI and hematogenous metastasis was far stronger for elastin-detected VI (OR=11.5; 95% CI: 3.4-37.1; P<0.0001) than for hematoxylin and eosin-detected VI (OR=3.7; 95% CI: 1.4-9.9; P=0.01). Routine elastin staining enhances VI detection and its ability to stratify risk in CRC and should be considered for evaluation of CRC resection specimens.


Assuntos
Neoplasias Colorretais/química , Elastina/análise , Veias/química , Adulto , Idoso , Idoso de 80 Anos ou mais , Compostos Azo , Biomarcadores Tumorais , Biópsia , Colectomia , Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/patologia , Neoplasias Colorretais/cirurgia , Corantes , Amarelo de Eosina-(YS) , Feminino , Humanos , Masculino , Verde de Metila , Pessoa de Meia-Idade , Invasividade Neoplásica , Valor Preditivo dos Testes , Medição de Risco , Fatores de Risco , Coloração e Rotulagem , Resultado do Tratamento , Veias/patologia , Adulto Jovem
9.
Am J Surg Pathol ; 45(10): 1419-1427, 2021 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-33756495

RESUMO

Venous invasion (VI) is a powerful prognostic factor in colorectal cancer (CRC) that is widely underreported. The ability of elastin stains to improve VI detection is now recognized in several international CRC pathology protocols. However, concerns related to the cost and time required to perform and evaluate these stains in addition to routine hematoxylin and eosin (H&E) stains remains a barrier to their wider use. We therefore sought to determine whether an elastin trichrome (ET) stain could be used as a "stand-alone" stain in CRC resections, by comparing the sensitivity, accuracy, and reproducibility of detection of CAP-mandated prognostic factors using ET and H&E stains. Representative H&E- and ET-stained slides from 50 CRC resections, including a representative mix of stages and prognostic factors, were used to generate 2 study sets. Each case was represented by H&E slides in 1 study set and by corresponding ET slides from the same blocks in the other study set. Ten observers (3 academic gastrointestinal [GI] pathologists, 4 community pathologists, 3 fellows) evaluated each study set for CAP-mandated prognostic factors. ET outperformed H&E in the assessment of VI with respect to detection rates (50% vs. 28.6%; P<0.0001), accuracy (82% vs. 59%, P<0.0001), and reproducibility (k=0.554 vs. 0.394). No significant differences between ET and H&E were observed for other features evaluated. In a poststudy survey, most observers considered the ease and speed of assessment at least equivalent for ET and H&E for most prognostic factors, and felt that ET would be feasible as a stand-alone stain in practice. If validated by others, our findings support the use of ET, rather than H&E, as the primary stain for the evaluation of CRC resections.


Assuntos
Compostos Azo , Biomarcadores Tumorais/análise , Neoplasias Colorretais/química , Corantes , Elastina/análise , Amarelo de Eosina-(YS) , Verde de Metila , Coloração e Rotulagem , Veias/química , Neoplasias Colorretais/patologia , Neoplasias Colorretais/cirurgia , Estudos de Viabilidade , Humanos , Invasividade Neoplásica , Variações Dependentes do Observador , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Veias/patologia
10.
Mod Pathol ; 34(4): 808-822, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33299110

RESUMO

Non-alcoholic steatohepatitis (NASH) is a fatty liver disease characterized by accumulation of fat in hepatocytes with concurrent inflammation and is associated with morbidity, cirrhosis and liver failure. After extraction of a liver core biopsy, tissue sections are stained with hematoxylin and eosin (H&E) to grade NASH activity, and stained with trichrome to stage fibrosis. Methods to computationally transform one stain into another on digital whole slide images (WSI) can lessen the need for additional physical staining besides H&E, reducing personnel, equipment, and time costs. Generative adversarial networks (GAN) have shown promise for virtual staining of tissue. We conducted a large-scale validation study of the viability of GANs for H&E to trichrome conversion on WSI (n = 574). Pathologists were largely unable to distinguish real images from virtual/synthetic images given a set of twelve Turing Tests. We report high correlation between staging of real and virtual stains ([Formula: see text]; 95% CI: 0.84-0.88). Stages assigned to both virtual and real stains correlated similarly with a number of clinical biomarkers and progression to End Stage Liver Disease (Hazard Ratio HR = 2.06, 95% CI: 1.36-3.12, p < 0.001 for real stains; HR = 2.02, 95% CI: 1.40-2.92, p < 0.001 for virtual stains). Our results demonstrate that virtual trichrome technologies may offer a software solution that can be employed in the clinical setting as a diagnostic decision aid.


Assuntos
Compostos Azo , Corantes , Amarelo de Eosina-(YS) , Interpretação de Imagem Assistida por Computador , Cirrose Hepática/diagnóstico , Fígado/patologia , Verde de Metila , Microscopia , Redes Neurais de Computação , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Coloração e Rotulagem , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Biópsia , Criança , Tomada de Decisão Clínica , Técnicas de Apoio para a Decisão , Feminino , Hematoxilina , Humanos , Cirrose Hepática/patologia , Masculino , Pessoa de Meia-Idade , Hepatopatia Gordurosa não Alcoólica/patologia , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Estudos Retrospectivos , Índice de Gravidade de Doença , Software , Adulto Jovem
11.
Am J Surg Pathol ; 45(3): 405-413, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33002919

RESUMO

Light chain deposition disease, characterized by nonamyloidogenic deposits of immunoglobulin light chains, is rare in the lung and possibly underdiagnosed due to low clinical suspicion and lack of readily accessible tests. We encountered a case of pulmonary light chain deposition disease (PLCDD) in which light chain deposits appeared crimson red with a Masson trichrome (MT) stain and salmon pink with a sulfated Alcian blue (SAB) stain. This prompted us to characterize a series of PLCDD cases and assess the utility of MT and SAB stains to distinguish them from amyloidosis. From the pathology archives of 2 institutions spanning 10 years, we identified 11 cases of PLCDD, including 7 diagnosed as such and 4 determined retrospectively. The deposits in all cases of PLCDD stained crimson red with MT and salmon pink with SAB, while the cases of pulmonary amyloid (n=10) stained blue-gray and blue-green, respectively. The immunoglobulin light chain nature of the deposits was confirmed in 10 of 11 cases by either immunofluorescence microscopy (n=5) or mass spectrometry (n=5). Transmission electron microscopy revealed osmiophilic, electron-dense deposits in all cases analyzed (n=3). An extranodal marginal zone lymphoma of mucosa-associated lymphoid tissue type was diagnosed in 10 cases and 1 represented a plasma cell neoplasm. Our study highlights the importance of considering PLCDD in the differential diagnosis of amyloid-like deposits in the lung and the value of performing MT and SAB stains to distinguish between PLCDD and amyloidosis.


Assuntos
Azul Alciano , Amiloidose/patologia , Compostos Azo , Corantes , Amarelo de Eosina-(YS) , Cadeias Leves de Imunoglobulina/análise , Pneumopatias/patologia , Pulmão/patologia , Verde de Metila , Coloração e Rotulagem , Adulto , Idoso , Amiloidose/imunologia , Biomarcadores/análise , Biópsia , Diagnóstico Diferencial , Feminino , Humanos , Pulmão/imunologia , Pulmão/ultraestrutura , Pneumopatias/imunologia , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Retrospectivos
13.
Sci Rep ; 10(1): 16659, 2020 10 07.
Artigo em Inglês | MEDLINE | ID: mdl-33028938

RESUMO

Morphometry and histology are essential approaches for investigation and diagnosis of musculo-skeletal disorders. Despite the advent of revolutionary methods of image analysis and high resolution three-dimensional imaging technology, basic conventional light microscopy still provides an incisive overview of the structure and tissue dynamics of the musculoskeletal system. This is crucial to both preclinical and clinical research, since several clinically relevant processes, such as bone repair, osteoarthritis, and metabolic bone diseases, display distinct, if not pathognomonic, histological features. Due to the particular characteristics of the skeletal tissues (i.e., the existence of mineralized extracellular matrices), a large number of staining methods applicable to either decalcified or undecalcified tissues are available. However, it is usually the case that several staining methods need to be sequentially applied in order to achieve the different endpoints required to fully assess skeletal tissue structure and dynamics, and to allow morphometric quantification. We describe herein a novel staining method, the RGB trichrome, amenable for application to decalcified, paraffin embedded human musculoskeletal tissues. The acronym RGB corresponds to the three primary dyes used: picrosirius Red, fast Green, and alcian Blue. Although these individual pigments are commonly used either isolated, in binary combinations, or as part of more complex polychrome staining methods, when merged in the RGB trichrome staining produce high-quality/high-contrast images, permitting not only clear identification of different tissues (i.e., the different types of cartilage, bone and fibrous connective tissue), but also discrimination between calcified and uncalcified bone and cartilage, as well as an unexpected diversity of shades of color, while displaying singular properties among polychrome staining methods, such as the unveiling of the bone osteocyte dendritic/canalicular network. Hence, we propose the RGB trichrome as simple but highly-reliable tool for the preclinical and clinical study of the musculoskeletal system.


Assuntos
Compostos Azo , Osso e Ossos/patologia , Cartilagem/patologia , Amarelo de Eosina-(YS) , Verde de Metila , Músculo Esquelético/patologia , Biópsia , Neoplasias Ósseas/patologia , Humanos , Processamento de Imagem Assistida por Computador , Coloração e Rotulagem
15.
Ann Diagn Pathol ; 47: 151518, 2020 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-32531442

RESUMO

Accurate detection and quantification of hepatic fibrosis remain essential for assessing the severity of non-alcoholic fatty liver disease (NAFLD) and its response to therapy in clinical practice and research studies. Our aim was to develop an integrated artificial intelligence-based automated tool to detect and quantify hepatic fibrosis and assess its architectural pattern in NAFLD liver biopsies. Digital images of the trichrome-stained slides of liver biopsies from patients with NAFLD and different severity of fibrosis were used. Two expert liver pathologists semi-quantitatively assessed the severity of fibrosis in these biopsies and using a web applet provided a total of 987 annotations of different fibrosis types for developing, training and testing supervised machine learning models to detect fibrosis. The collagen proportionate area (CPA) was measured and correlated with each of the pathologists semi-quantitative fibrosis scores. Models were created and tested to detect each of six potential fibrosis patterns. There was good to excellent correlation between CPA and the pathologist score of fibrosis stage. The coefficient of determination (R2) of automated CPA with the pathologist stages ranged from 0.60 to 0.86. There was considerable overlap in the calculated CPA across different fibrosis stages. For identification of fibrosis patterns, the models areas under the receiver operator curve were 78.6% for detection of periportal fibrosis, 83.3% for pericellular fibrosis, 86.4% for portal fibrosis and >90% for detection of normal fibrosis, bridging fibrosis, and presence of nodule/cirrhosis. In conclusion, an integrated automated tool could accurately quantify hepatic fibrosis and determine its architectural patterns in NAFLD liver biopsies.


Assuntos
Inteligência Artificial/estatística & dados numéricos , Colágeno/análise , Cirrose Hepática/patologia , Hepatopatia Gordurosa não Alcoólica/patologia , Automação/métodos , Compostos Azo/metabolismo , Biópsia , Ensaios Clínicos como Assunto , Colágeno/metabolismo , Amarelo de Eosina-(YS)/metabolismo , Fibrose/classificação , Fibrose/patologia , Humanos , Processamento de Imagem Assistida por Computador/métodos , Fígado/patologia , Verde de Metila/metabolismo , Escores de Disfunção Orgânica , Patologistas/estatística & dados numéricos , Veia Porta/fisiopatologia , Padrões de Prática Médica/normas , Índice de Gravidade de Doença , Aprendizado de Máquina Supervisionado/estatística & dados numéricos
16.
Anal Biochem ; 601: 113782, 2020 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-32450059

RESUMO

Methyl green (MG), a conventional, low-cost histological stain, was used to design a flow cytometric cell-cycle/DNA-ploidy assay. On fluorometry, MG absorbed maximally at 633-nm, showed negligible fluorescence in free-state, but emitted brightly when bound to DNA. Optimal dye and cell concentrations for staining and effects of time and photobleaching on stained cells were determined for a lyse-permeabilize-stain protocol. Linearity of DNA-binding, coefficients-of-variation of G0/G1-peaks and minimal carryover were confirmed. Assay results correlated highly with a propidium iodide-based kit in 29 acute lymphoblastic leukemia specimens. The MG-based DNA-ploidy assay represented an accurate and inexpensive alternative to conventional PI-based assays.


Assuntos
Citometria de Fluxo , Corantes Fluorescentes/química , Verde de Metila/química , Neoplasias/patologia , Ciclo Celular , DNA de Neoplasias/genética , Humanos , Neoplasias/genética , Imagem Óptica
17.
Arthritis Res Ther ; 22(1): 48, 2020 03 14.
Artigo em Inglês | MEDLINE | ID: mdl-32171325

RESUMO

BACKGROUND: Skin fibrosis is the clinical hallmark of systemic sclerosis (SSc), where collagen deposition and remodeling of the dermis occur over time. The most widely used outcome measure in SSc clinical trials is the modified Rodnan skin score (mRSS), which is a semi-quantitative assessment of skin stiffness at seventeen body sites. However, the mRSS is confounded by obesity, edema, and high inter-rater variability. In order to develop a new histopathological outcome measure for SSc, we applied a computer vision technology called a deep neural network (DNN) to stained sections of SSc skin. We tested the hypotheses that DNN analysis could reliably assess mRSS and discriminate SSc from normal skin. METHODS: We analyzed biopsies from two independent (primary and secondary) cohorts. One investigator performed mRSS assessments and forearm biopsies, and trichrome-stained biopsy sections were photomicrographed. We used the AlexNet DNN to generate a numerical signature of 4096 quantitative image features (QIFs) for 100 randomly selected dermal image patches/biopsy. In the primary cohort, we used principal components analysis (PCA) to summarize the QIFs into a Biopsy Score for comparison with mRSS. In the secondary cohort, using QIF signatures as the input, we fit a logistic regression model to discriminate between SSc vs. control biopsy, and a linear regression model to estimate mRSS, yielding Diagnostic Scores and Fibrosis Scores, respectively. We determined the correlation between Fibrosis Scores and the published Scleroderma Skin Severity Score (4S) and between Fibrosis Scores and longitudinal changes in mRSS on a per patient basis. RESULTS: In the primary cohort (n = 6, 26 SSc biopsies), Biopsy Scores significantly correlated with mRSS (R = 0.55, p = 0.01). In the secondary cohort (n = 60 SSc and 16 controls, 164 biopsies; divided into 70% training and 30% test sets), the Diagnostic Score was significantly associated with SSc-status (misclassification rate = 1.9% [training], 6.6% [test]), and the Fibrosis Score significantly correlated with mRSS (R = 0.70 [training], 0.55 [test]). The DNN-derived Fibrosis Score significantly correlated with 4S (R = 0.69, p = 3 × 10- 17). CONCLUSIONS: DNN analysis of SSc biopsies is an unbiased, quantitative, and reproducible outcome that is associated with validated SSc outcomes.


Assuntos
Algoritmos , Redes Neurais de Computação , Escleroderma Sistêmico/patologia , Pele/patologia , Adulto , Compostos Azo/química , Biópsia , Estudos de Coortes , Aprendizado Profundo , Amarelo de Eosina-(YS)/química , Feminino , Humanos , Masculino , Verde de Metila/química , Pessoa de Meia-Idade , Análise de Componente Principal , Esclerodermia Localizada/patologia , Índice de Gravidade de Doença , Pele/química
18.
Int Microbiol ; 23(2): 303-311, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-31748936

RESUMO

Colpodella species are free-living close relatives of apicomplexans that were recently reported to cause red blood cell infection in an immunocompromised human host and in a tick-borne human infection resulting in neurological symptoms. Unambiguous identification of the life cycle stages of Colpodella sp. using routine stains for light microscopy will aid rapid diagnosis in infections. Similarly, cells in culture and environmental samples can be rapidly identified by staining. Staining protocols are currently unavailable for cell detection by light microscopy. In this study, we investigated the feasibility of performing routine staining techniques for light microscopy for differentiating Colpodella sp. (ATCC 50594) and Bodo caudatus cysts in Hay medium cultures. We tested different basic and acidic dyes alone and in combination and also utilized a commercial trichrome staining protocol. The nonspecific fluorescent dye Calcofluor white was also evaluated. Staining times, dye concentrations, use of tap or distilled water rinses, use of a mordant and inclusion, or omission of decolorizers after staining were evaluated. We compared the intensity of color, clarity of morphological features, and cytoplasmic structures detected after staining. We report a new trichrome staining technique that allowed clear identification and differentiation of cyst stages of Colpodella sp. and B. caudatus. Immature Colpodella sp. cysts were identified as having an irregular, dual-colored (demilune), dark blue-purple and white appearance. Mature Colpodella sp. cysts stained dark red-blue and were identified in four-way mitotic division, while cysts of B. caudatus in diprotist or monoprotist (ATCC 30905) cultures were detected as spherical and red-pink in appearance.


Assuntos
Apicomplexa/isolamento & purificação , Compostos Azo , Amarelo de Eosina-(YS) , Verde de Metila , Coloração e Rotulagem/métodos , Animais , Benzenossulfonatos , Euglenozoários/isolamento & purificação , Humanos , Estágios do Ciclo de Vida
19.
Acta Cir Bras ; 34(5): e201900504, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31166460

RESUMO

PURPOSE: To establish a new rat model, the pathogenesis of which is closer to the clinical occurrence of chronic obstructive jaundice with liver fibrosis. METHODS: 90 SD rats were randomly divided into 3 groups. Group A common bile duct ligation, group B common bile duct injection compont and group C injection saline. The serum of three groups was extracted, and the liver function was detected by ELISA. HE staining, Masson staining and immunohistochemistry were used to detect liver pathology. RESULTS: Group B showed a fluctuant development of jaundice, obstructive degree reached a peak at 2 weeks, and decreased from 3 weeks. HA, LA and PCIII were significantly higher than control group. 3 weeks after surgery, liver tissue fibrosis occurred in group B, and a wide range of fiber spacing was formed at 5 weeks. Immunohistochemistry showed that hepatic stellate cells were more active than the control group. CONCLUSION: Intra-biliary injection of Compont gel is different from the classic obstructive jaundice animal model caused by classic bile duct ligation, which can provide an ideal rat model of chronic obstructive jaundice with liver fibrosis.


Assuntos
Ductos Biliares/efeitos dos fármacos , Modelos Animais de Doenças , Géis/administração & dosagem , Icterícia Obstrutiva/induzido quimicamente , Cirrose Hepática/induzido quimicamente , Fosfatase Alcalina/sangue , Animais , Aspartato Aminotransferases/sangue , Compostos Azo , Ductos Biliares/patologia , Bilirrubina/análise , Ensaio de Imunoadsorção Enzimática , Amarelo de Eosina-(YS) , Feminino , Imuno-Histoquímica , Injeções , Icterícia Obstrutiva/patologia , Cirrose Hepática/patologia , Verde de Metila , Distribuição Aleatória , Ratos Sprague-Dawley , Valores de Referência , Reprodutibilidade dos Testes , Albumina Sérica/análise , Fatores de Tempo , gama-Glutamiltransferase/sangue
20.
Acta Cytol ; 63(5): 401-410, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31112943

RESUMO

BACKGROUND: Oral exfoliative cytology is a noninvasive and nonpainful technique for early diagnosis of oral potentially malignant disorders and oral cancer, and the use of cytomorphometry ameliorates its diagnostic reliability. The objective of the present study was to analyze methyl green-pyronin Y (MGP)-stained oral exfoliated cells (OECs) of oral leukoplakia (OL) and oral squamous cell carcinoma (OSCC) by cytomorphometry. MATERIALS AND METHOD: An observational study was conducted on 150 individuals equally divided into three groups: normal mucosa, OL, and OSCC. Smears were prepared from OECs and stained with MGP. Cytomorphometry was done for 100 cells per subject, and various cell and nuclear parameters were measured and calculated. RESULTS: The Kruskal-Wallis test with post hoc correlation showed significant differences in nucleus and cell diameter (ND, CD), nucleus and cell area (NA, CA), nucleus and cell perimeter (NP, CP), and nucleus to cytoplasmic (N:C) ratio for diameter, perimeter, and area. Spearman's ρ correlation of various N:C ratio methods showed good correlation between N:C perimeter and diameter ratio, N:C diameter and ellipse ratio, and N:C area and ellipse ratio. Additional morphological factors showed significant relations for both cell and nuclear regularity factor, shape factor, and nuclear contour index. DISCUSSION: MGP-based cytomorphometry showed a significant decrease in CD, CA, and CP and increase in ND, NA, NP, and N:C ratio from normal mucosa to OL and OSCC. MGP proved its worth as an effective stain for OECs, despite its strict standardization.


Assuntos
Corantes/química , Citodiagnóstico/métodos , Detecção Precoce de Câncer/métodos , Leucoplasia Oral/patologia , Verde de Metila/química , Neoplasias Bucais/patologia , Pironina/química , Carcinoma de Células Escamosas de Cabeça e Pescoço/patologia , Coloração e Rotulagem/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , não Fumantes , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Fumantes , Manejo de Espécimes
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