RESUMO
New breast cancer biomarkers have been sought for better tumor characterization and treatment. Among these putative markers, there is Biglycan (BGN). BGN is a class I small leucine-rich proteoglycan family of proteins characterized by a protein core with leucine-rich repeats. The objective of this study is to compare the protein expression of BGN in breast tissue with and without cancer, using immunohistochemical technique associated with digital histological score (D-HScore) and supervised deep learning neural networks (SDLNN). In this case-control study, 24 formalin-fixed, paraffin-embedded tissues were obtained for analysis. Normal (n = 9) and cancerous (n = 15) tissue sections were analyzed by immunohistochemistry using BGN monoclonal antibody (M01-Abnova) and 3,3'-Diaminobenzidine (DAB) as the chromogen. Photomicrographs of the slides were analysed with D-HScore, using arbitrary DAB units. Another set (n = 129) with higher magnification without ROI selection, was submitted to the inceptionV3 deep neural network image embedding recognition model. Next, supervised neural network analysis, using stratified 20 fold cross validation, with 200 hidden layers, ReLu activation, and regularization at α = 0.0001 were applied for SDLNN. The sample size was calculated for a minimum of 7 cases and 7 controls, having a power = 90%, an α error = 5%, and a standard deviation of 20, to identify a decrease from the average of 40 DAB units (control) to 4 DAB units in cancer. BGN expression in DAB units [median (range)] was 6.2 (0.8 to 12.4) and 27.31 (5.3 to 81.7) in cancer and normal breast tissue, respectively, using D-HScore (p = 0.0017, Mann-Whitney test). SDLNN classification accuracy was 85.3% (110 out of 129; 95%CI = 78.1% to 90.3%). BGN protein expression is reduced in breast cancer tissue, compared to normal tissue.
Assuntos
Neoplasias da Mama , Aprendizado Profundo , Interpretação de Imagem Assistida por Computador , Feminino , Humanos , Biglicano/metabolismo , Biomarcadores Tumorais , Neoplasias da Mama/diagnóstico , Estudos de Casos e Controles , Redes Neurais de ComputaçãoRESUMO
AIMS: Decorin and biglycan are members of the small leucine-rich proteoglycan family, and constituents of both the extracellular matrix (ECM) and the cell surface. They are recognized as important factors in the control of proliferation, migration and invasion in vivo and in vitro. In this study, the localization patterns of decorin and biglycan were determined in healthy placentas and in highly invasive placental pathologies. METHODS AND RESULTS: The study included immunolocalization of decorin and biglycan in samples of first-trimester and term placentas, placenta accreta, invasive mole, and choriocarcinoma. Extravillous cytotrophoblast (EVT) cells were positive for both proteoglycans in all pathologies and in first-trimester placentas, although not in term placentas. Biglycan was immunolocalized in the ECM of all healthy and pathological placentas, whereas decorin was observed only in term placenta ECM. CONCLUSIONS: The expression of both proteoglycans was cell-specific and gestation time-dependent in healthy placentas, and was associated with invasive EVT cells in pathological placentas. In view of the biological properties of these molecules, it is possible that the biglycan pattern found here is intrinsically implicated in the invasive activity of EVT cells in both healthy and disordered placentas.
Assuntos
Biglicano/metabolismo , Decorina/metabolismo , Placenta/metabolismo , Placenta/patologia , Coriocarcinoma/metabolismo , Coriocarcinoma/patologia , Matriz Extracelular/metabolismo , Feminino , Humanos , Mola Hidatiforme Invasiva/metabolismo , Mola Hidatiforme Invasiva/patologia , Imuno-Histoquímica , Microscopia de Fluorescência , Placenta/anatomia & histologia , Placenta Acreta/metabolismo , Placenta Acreta/patologia , Gravidez , Primeiro Trimestre da Gravidez/metabolismo , Terceiro Trimestre da Gravidez/metabolismo , Neoplasias Uterinas/metabolismo , Neoplasias Uterinas/patologiaRESUMO
Primary teeth are interesting models that can be used to study physiological and pathological processes involving cells and extracellular matrices in hard and soft tissues. This study investigated the expression and distribution of biglycan and decorin-the non-collagenous components of the extracellular matrix-in primary teeth tissue, during physiological root resorption. Thirty healthy human primary teeth were grouped together according to root length: Group I - two-thirds root length, Group II - one-third root length, and Group III - teeth with no root. The streptavidin-biotin-peroxidase immunohistochemical method was used with antibodies against the previously named antigens. The proteoglycans studied were found in the pulp and dentin extracellular matrix in all groups without any differences in the proteins, among the groups. Biglycan was observed mainly in predentin and in pulp connective tissue in the resorption area. In addition, decorin was observed mainly in pulp connective tissue, but near the resorption area. Biglycan and decorin were distributed differentially in the dental tissues. The present immunohistocytochemical data, combined with previously reported data, suggest that these proteoglycans could be involved in regulating the physiological resorption process in healthy primary teeth.
Assuntos
Biglicano/análise , Decorina/análise , Polpa Dentária/metabolismo , Reabsorção da Raiz/fisiopatologia , Dente Decíduo/metabolismo , Biglicano/metabolismo , Criança , Decorina/metabolismo , Polpa Dentária/citologia , Dentina/química , Dentina/metabolismo , Matriz Extracelular/metabolismo , Humanos , Imuno-Histoquímica , Estatísticas não Paramétricas , Dente Decíduo/citologiaRESUMO
Primary teeth are interesting models that can be used to study physiological and pathological processes involving cells and extracellular matrices in hard and soft tissues. This study investigated the expression and distribution of biglycan and decorin-the non-collagenous components of the extracellular matrix-in primary teeth tissue, during physiological root resorption. Thirty healthy human primary teeth were grouped together according to root length: Group I - two-thirds root length, Group II - one-third root length, and Group III - teeth with no root. The streptavidin-biotin-peroxidase immunohistochemical method was used with antibodies against the previously named antigens. The proteoglycans studied were found in the pulp and dentin extracellular matrix in all groups without any differences in the proteins, among the groups. Biglycan was observed mainly in predentin and in pulp connective tissue in the resorption area. In addition, decorin was observed mainly in pulp connective tissue, but near the resorption area. Biglycan and decorin were distributed differentially in the dental tissues. The present immunohistocytochemical data, combined with previously reported data, suggest that these proteoglycans could be involved in regulating the physiological resorption process in healthy primary teeth.
Assuntos
Criança , Humanos , Biglicano/análise , Decorina/análise , Polpa Dentária/metabolismo , Reabsorção da Raiz/fisiopatologia , Dente Decíduo/metabolismo , Biglicano/metabolismo , Decorina/metabolismo , Polpa Dentária/citologia , Dentina/química , Dentina/metabolismo , Matriz Extracelular/metabolismo , Imuno-Histoquímica , Estatísticas não Paramétricas , Dente Decíduo/citologiaRESUMO
Extracellular matrix (ECM) composition has an important role in determining airway structure. We postulated that ECM lung composition of chronic obstructive pulmonary disease (COPD) patients differs from that observed in smoking and nonsmoking subjects without airflow obstruction. We determined the fractional areas of elastic fibres, type-I, -III and -IV collagen, versican, decorin, biglycan, lumican, fibronectin and tenascin in different compartments of the large and small airways and lung parenchyma in 26 COPD patients, 26 smokers without COPD and 16 nonsmoking control subjects. The fractional area of elastic fibres was higher in non-obstructed smokers than in COPD and nonsmoking controls, in all lung compartments. Type-I collagen fractional area was lower in the large and small airways of COPD patients and in the small airways of non-obstructed smokers than in nonsmokers. Compared with nonsmokers, COPD patients had lower versican fractional area in the parenchyma, higher fibronectin fractional area in small airways and higher tenascin fractional area in large and small airways compartments. In COPD patients, significant correlations were found between elastic fibres and fibronectin and lung function parameters. Alterations of the major ECM components are widespread in all lung compartments of patients with COPD and may contribute to persistent airflow obstruction.
Assuntos
Matriz Extracelular/metabolismo , Doença Pulmonar Obstrutiva Crônica/metabolismo , Adulto , Idoso , Biglicano/metabolismo , Estudos de Casos e Controles , Proteoglicanas de Sulfatos de Condroitina/metabolismo , Colágeno/metabolismo , Decorina/metabolismo , Feminino , Fibronectinas/metabolismo , Humanos , Imuno-Histoquímica/métodos , Sulfato de Queratano/metabolismo , Lumicana , Pulmão/metabolismo , Pulmão/cirurgia , Masculino , Pessoa de Meia-Idade , Testes de Função Respiratória , Fumar/efeitos adversos , Tenascina/metabolismoRESUMO
Decorin and biglycan proteoglycans play important roles in the organization of the extracellular matrix, and in the regulation of cell adhesion and migration. Given morphological and functional endothelial heterogeneity, information is needed regarding whether endothelial cells (ECs) from different vascular beds possess different profiles of proteoglycan constituents of the basement membranes. Here, we report that endothelia from different murine organs and EC lines derived thereof produce and secrete different patterns of proteoglycans. A faint colocalization between decorin and PECAM/CD31 was found on tissue sections from mouse heart, lung and kidney by immunofluorescence. Three EC lines derived from these organs produced decorin (100-kDa) and its core protein (45-kDa). Extracellular decorin recognition in culture supernatant was only possible after chondroitin lyase digestion suggesting that the core protein of secreted proteoglycan is more encrypted by glycosaminoglycans than the intracellular one. Heart and lung ECs were able to produce and release decorin. Kidney ECs synthesized the proteoglycan and its core protein but no secretion was detected in culture supernatants. Although biglycan production was recorded in all EC lines, secretion was almost undetectable, consistent with immunofluorescence results. In addition, no biglycan secretion was detected after EC growth supplement treatment, indicating that biglycan is synthesized, secreted and quickly degraded extracellularly by metalloproteinase-2. Low molecular-mass dermatan sulfate was the predominant glycosaminoglycan identified bound to the core protein. ECs from different vascular beds, with differences in morphology, physiology and cell biology show differences in the proteoglycan profile, extending their heterogeneity to potential differences in cell migration capacities.