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1.
J Dent Res ; 102(13): 1452-1459, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37944556

RESUMO

Machine learning (ML) models, especially deep neural networks, are increasingly being used for the analysis of medical images and as a supporting tool for clinical decision-making. In this study, we propose an artificial intelligence system to facilitate dental decision-making for the removal of mandibular third molars (M3M) based on 2-dimensional orthopantograms and the risk assessment of such a procedure. A total of 4,516 panoramic radiographic images collected at the Center of Dental Medicine at the University of Zurich, Switzerland, were used for training the ML model. After image preparation and preprocessing, a spatially dependent U-Net was employed to detect and retrieve the region of the M3M and inferior alveolar nerve (IAN). Image patches identified to contain a M3M were automatically processed by a deep neural network for the classification of M3M superimposition over the IAN (task 1) and M3M root development (task 2). A control evaluation set of 120 images, collected from a different data source than the training data and labeled by 5 dental practitioners, was leveraged to reliably evaluate model performance. By 10-fold cross-validation, we achieved accuracy values of 0.94 and 0.93 for the M3M-IAN superimposition task and the M3M root development task, respectively, and accuracies of 0.9 and 0.87 when evaluated on the control data set, using a ResNet-101 trained in a semisupervised fashion. Matthew's correlation coefficient values of 0.82 and 0.75 for task 1 and task 2, evaluated on the control data set, indicate robust generalization of our model. Depending on the different label combinations of task 1 and task 2, we propose a diagnostic table that suggests whether additional imaging via 3-dimensional cone beam tomography is advisable. Ultimately, computer-aided decision-making tools benefit clinical practice by enabling efficient and risk-reduced decision-making and by supporting less experienced practitioners before the surgical removal of the M3M.


Assuntos
Dente Serotino , Dente Impactado , Humanos , Dente Serotino/diagnóstico por imagem , Dente Serotino/cirurgia , Inteligência Artificial , Odontólogos , Dente Impactado/cirurgia , Extração Dentária , Mandíbula/diagnóstico por imagem , Mandíbula/cirurgia , Papel Profissional , Dente Molar , Aprendizado de Máquina , Radiografia Panorâmica/métodos , Tomografia Computadorizada de Feixe Cônico , Nervo Mandibular/diagnóstico por imagem
2.
Osteoarthritis Cartilage ; 31(7): 919-933, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-36893980

RESUMO

OBJECTIVE: Defects in autophagy contribute to joint aging and Osteoarthritis (OA). Identifying specific autophagy types could be useful for developing novel treatments for OA. DESIGN: An autophagy-related gene array was performed in blood from non-OA and knee OA subjects from the Prospective Cohort of A Coruña (PROCOAC). The differential expression of candidate genes was confirmed in blood and knee cartilage and a regression analysis was performed adjusting for age and BMI. HSP90A, a chaperone mediated autophagy (CMA) marker was validated in human knee joint tissues, as well as, in mice with aging-related and surgically-induced OA. The consequences of HSP90AA1 deficiency were evaluated on OA pathogenesis. Finally, the contribution of CMA to homeostasis was studied by assessing the capacity to restore proteostasis upon ATG5-mediated macroautophagy deficiency and genetic HSP90AA1 overexpression. RESULTS: 16 autophagy-related genes were significantly down-regulated in blood from knee OA subjects. Validation studies showed that HSP90AA1 was down-regulated in blood and human OA cartilage and correlated with risk incidence of OA. Moreover, HSP90A was reduced in human OA joints tissues and with aging and OA in mice. HSP90AA1 knockdown was linked to defective macroautophagy, inflammation, oxidative stress, senescence and apoptosis. However, macroautophagy deficiency increased CMA, highlighting the CMA-macroautophagy crosstalk. Remarkably, CMA activation was sufficient to protect chondrocytes from damage. CONCLUSIONS: We show that HSP90A is a key chaperone for chondrocyte homeostasis, while defective CMA contributes to joint damage. We propose that CMA deficiency is a relevant disease mechanism and could represent a therapeutic target for OA.


Assuntos
Cartilagem Articular , Autofagia Mediada por Chaperonas , Osteoartrite do Joelho , Humanos , Camundongos , Animais , Osteoartrite do Joelho/patologia , Estudos Prospectivos , Cartilagem Articular/patologia , Envelhecimento/genética , Articulação do Joelho/patologia , Autofagia/genética , Condrócitos/metabolismo
3.
Osteoarthritis Cartilage ; 31(2): 199-212, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36354073

RESUMO

OBJECTIVE: Transcriptomic changes in joint tissues during the development of osteoarthritis (OA) are of interest for the discovery of biomarkers and mechanisms of disease. The objective of this study was to use the rat medial meniscus transection (MMT) model to discover stage and tissue-specific transcriptomic changes. DESIGN: Sham or MMT surgeries were performed in mature rats. Cartilage, menisci and synovium were scored for histopathological changes at 2, 4 and 6 weeks post-surgery and processed for RNA-sequencing. Differentially expressed genes (DEG) were used to identify pathways and mechanisms. Published transcriptomic datasets from animal models and human OA were used to confirm and extend present findings. RESULTS: The total number of DEGs was already high at 2 weeks (723 in meniscus), followed by cartilage (259) and synovium (42) and declined to varying degrees in meniscus and synovium but increased in cartilage at 6 weeks. The most upregulated genes included tenascins. The 'response to mechanical stimulus' and extracellular matrix-related pathways were enriched in both cartilage and meniscus. Pathways that were enriched in synovium at 4 weeks indicate processes related to synovial hyperplasia and fibrosis. Synovium also showed upregulation of IL-11 and several MMPs. The mechanical stimulus pathway included upregulation of the mechanoreceptors PIEZO1, PIEZO2 and TRPV4 and nerve growth factor. Analysis of data from prior RNA-sequencing studies of animal models and human OA support these findings. CONCLUSION: These results indicate several shared pathways that are affected during OA in cartilage and meniscus and support the role of mechanotransduction and other pathways in OA pathogenesis.


Assuntos
Cartilagem Articular , Osteoartrite , Humanos , Ratos , Animais , Transcriptoma , Mecanotransdução Celular , Cartilagem Articular/patologia , Osteoartrite/metabolismo , Membrana Sinovial/metabolismo , Matriz Extracelular/metabolismo , RNA/metabolismo , Modelos Animais de Doenças , Canais Iônicos/metabolismo , Canais de Cátion TRPV/metabolismo
4.
Osteoarthritis Cartilage ; 29(11): 1600-1613, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34419603

RESUMO

OBJECTIVE: The forkhead box O1 (FOXO1) transcription factor is a key regulator of autophagy. In chondrocytes, reduced FOXO1 expression with aging causes osteoarthritis due to dysfunction of autophagy, but the mechanisms underlying regulation of FOXO1 expression and the reduction in expression with aging remain unclear. We investigated the mechanism by which transforming growth factor ß1 (TGFß1) signaling regulates the FOXO1-autophagy axis. METHODS: Expression of FOXO1 was measured in chondrocytes after TGFß1 treatment. Immunohistochemistry was performed to estimate the levels of activin receptor-like kinase 5 (ALK5) and FOXO1 in the knee joints of young, middle-aged and old mice. The effects of the ALK5 inhibitor and SMAD3 or SMAD2 knockdown on FOXO1 expression were evaluated. The role of TGFß1 in autophagy after hydrogen peroxide (H2O2) treatment was analyzed. The protective effect of TGFß1 against H2O2 treatment was assessed by cell viability assay and TUNEL assay. RESULTS: TGFß1 promoted the expression of FOXO1 mRNA and protein. Both ALK5 and FOXO1 expression decreased with aging. ALK5 inhibition and SMAD3 knockdown suppressed induction of FOXO1 expression by TGFß1, whereas SMAD2 knockdown increased it. TGFß1 promoted the expression of microtubule-associated proteins 1A/1B light chain 3B (LC3)-I protein via the SMAD3-FOXO1 pathway. Furthermore, under H2O2 treatment, TGFß1 promoted expression of LC3-II. TGFß1 pretreatment suppressed cell death of chondrocytes following H2O2 treatment, but this protective effect was abolished by FOXO1 knockdown. CONCLUSIONS: TGFß1 protects chondrocytes against oxidative stress via the FOXO1-autophagy axis, and a reduction in ALK5 expression might cause reduced FOXO1 expression with aging.


Assuntos
Condrócitos/metabolismo , Proteína Forkhead Box O1/metabolismo , Estresse Oxidativo/efeitos dos fármacos , Fator de Crescimento Transformador beta1/farmacologia , Envelhecimento , Animais , Autofagia , Morte Celular , Proteína Forkhead Box O1/genética , Humanos , RNA Mensageiro/metabolismo , Receptor do Fator de Crescimento Transformador beta Tipo I/metabolismo , Transdução de Sinais , Joelho de Quadrúpedes/metabolismo
5.
Br J Dermatol ; 184(2): 328-337, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-32282938

RESUMO

BACKGROUND: Many cancer types display sex and age disparity in incidence and outcome. The mutational load of tumours, including melanoma, varies according to sex and age. However, there are no tools to explore systematically whether clinical variables such as age and sex determine the genomic landscape of cancer. OBJECTIVES: To establish a mathematical approach using melanoma mutational data to analyse how sex and age shape the tumour genome. METHODS: We model how age-related (clock-like) somatic mutations that arise during cell division, and extrinsic (environmental ultraviolet radiation) mutations accumulate in cancer genomes. RESULTS: Melanoma is driven primarily by cell-intrinsic age-related mutations and extrinsic ultraviolet radiation-induced mutations, and we show that these mutation types differ in magnitude and chronology and by sex in the distinct molecular melanoma subtypes. Our model confirms that age and sex are determinants of cellular mutation rate, shaping the final mutation composition. We show mathematically for the first time how, similarly to noncancer tissues, melanoma genomes reflect a decline in cell division during ageing. We find that clock-like mutations strongly correlate with the acquisition of ultraviolet-induced mutations, but critically, men present a higher number and rate of cell-division-linked mutations. CONCLUSIONS: These data indicate that the contribution of environmental damage to melanoma likely extends beyond genetic damage to affect cell division. Sex and age determine the final mutational composition of melanoma.


Assuntos
Melanoma , Neoplasias Cutâneas , Genômica , Humanos , Masculino , Melanoma/epidemiologia , Melanoma/genética , Mutação/genética , Neoplasias Cutâneas/epidemiologia , Neoplasias Cutâneas/genética , Raios Ultravioleta/efeitos adversos
6.
Osteoarthritis Cartilage ; 28(7): 966-976, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32339698

RESUMO

OBJECTIVES: Abnormal chondrocyte gene expression promotes osteoarthritis (OA) pathogenesis. A previous RNA-sequencing study revealed that circadian rhythm pathway and expression of core clock gene cryptochrome 2 (CRY2) are dysregulated in human OA cartilage. Here we determined expression patterns and function CRY1 and CRY2. METHODS: CRY mRNA and protein expression was analyzed in normal and OA human and mouse cartilage. Mice with deletion of Cry1 or Cry2 were analyzed for severity of experimental OA and to determine genes and pathways that are regulated by Cry. RESULTS: In human OA cartilage, CRY2 but not CRY1 staining and mRNA expression was significantly decreased. Cry2 was also suppressed in mice with aging-related OA. Cry2 knock out (KO) but not Cry1 KO mice with experimental OA showed significantly increased severity of histopathological changes in cartilage, subchondral bone and synovium. In OA chondrocytes, the levels of CRY1 and CRY2 and the amplitude of circadian fluctuation were significantly lower. RNA-seq on knee articular cartilage of wild-type and Cry2 KO mice identified 53 differentially expressed genes, including known Cry2 target circadian genes Nr1d1, Nr1d2, Dbp and Tef. Pathway analysis that circadian rhythm and extracellular matrix remodeling were dysregulated in Cry2 KO mice. CONCLUSIONS: These results show an active role of the circadian clock in general, and of CRY2 in particular, in maintaining extracellular matrix (ECM) homeostasis in cartilage. This cell autonomous network of circadian rhythm genes is disrupted in OA chondrocytes. Targeting CRY2 has potential to correct abnormal gene expression patterns and reduce the severity of OA.


Assuntos
Cartilagem Articular/metabolismo , Condrócitos/metabolismo , Criptocromos/genética , Osteoartrite/genética , RNA Mensageiro/metabolismo , Adolescente , Adulto , Idoso , Animais , Estudos de Casos e Controles , Ritmo Circadiano , Criptocromos/metabolismo , Matriz Extracelular/metabolismo , Feminino , Humanos , Imuno-Histoquímica , Masculino , Camundongos , Camundongos Knockout , Pessoa de Meia-Idade , Osteoartrite/metabolismo , Adulto Jovem
7.
Osteoarthritis Cartilage ; 27(8): 1174-1184, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31028882

RESUMO

OBJECTIVE: Osteoarthritis (OA) is a multifactorial disease with etiological heterogeneity. The objective of this study was to classify OA subgroups by generating metabolomic phenotypes from human synovial fluid. DESIGN: Post mortem synovial fluids (n = 75) were analyzed by high performance-liquid chromatography mass spectrometry (LC-MS) to measure changes in the global metabolome. Comparisons of healthy (grade 0), early OA (grades I-II), and late OA (grades III-IV) donor populations were considered to reveal phenotypes throughout disease progression. RESULTS: Global metabolomic profiles in synovial fluid were distinct between healthy, early OA, and late OA donors. Pathways differentially activated among these groups included structural deterioration, glycerophospholipid metabolism, inflammation, central energy metabolism, oxidative stress, and vitamin metabolism. Within disease states (early and late OA), subgroups of donors revealed distinct phenotypes. Synovial fluid metabolomic phenotypes exhibited increased inflammation (early and late OA), oxidative stress (late OA), or structural deterioration (early and late OA) in the synovial fluid. CONCLUSION: These results revealed distinct metabolic phenotypes in human synovial fluid, provide insight into pathogenesis, represent novel biomarkers, and can move toward developing personalized interventions for subgroups of OA patients.


Assuntos
Cartilagem Articular/metabolismo , Metabolômica , Osteoartrite do Joelho/metabolismo , Líquido Sinovial/metabolismo , Adulto , Idoso , Biomarcadores/metabolismo , Cromatografia Líquida , Progressão da Doença , Regulação para Baixo , Humanos , Inflamação/metabolismo , Espectrometria de Massas , Pessoa de Meia-Idade , Osteoartrite do Joelho/classificação , Estresse Oxidativo , Fenótipo , Índice de Gravidade de Doença , Regulação para Cima , Adulto Jovem
8.
Osteoarthritis Cartilage ; 26(11): 1531-1538, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30081074

RESUMO

OBJECTIVE: Osteoarthritis (OA) is the most prevalent joint disease. As disease-modifying therapies are not available, novel therapeutic targets need to be discovered and prioritized for their importance in mediating the abnormal phenotype of cells in OA-affected joints. Here, we generated a genome-wide molecular profile of OA to elucidate regulatory mechanisms of OA pathogenesis and to identify possible therapeutic targets using integrative analysis of mRNA-sequencing data obtained from human knee cartilage. DESIGN: RNA-sequencing (RNA-seq) was performed on 18 normal and 20 OA human knee cartilage tissues. RNA-seq datasets were analysed to identify genes, pathways and regulatory networks that were dysregulated in OA. RESULTS: RNA-seq data analysis revealed 1332 differentially expressed (DE) genes between OA and non-OA samples, including known and novel transcription factors (TFs). Pathway analysis identified 15 significantly perturbed pathways in OA with ECM-related, PI3K-Akt, HIF-1, FoxO and circadian rhythm pathways being the most significantly dysregulated. We selected DE TFs that are enriched for regulating DE genes in OA and prioritized these TFs by creating a cartilage-specific interaction subnetwork. This analysis revealed eight TFs, including JUN, Early growth response (EGR)1, JUND, FOSL2, MYC, KLF4, RELA, and FOS that both target large numbers of dysregulated genes in OA and are themselves suppressed in OA. CONCLUSIONS: We identified a novel subnetwork of dysregulated TFs that represent new mediators of abnormal gene expression and promising therapeutic targets in OA.


Assuntos
Cartilagem Articular/metabolismo , Perfilação da Expressão Gênica/métodos , Expressão Gênica , Osteoartrite do Joelho/genética , RNA/genética , Fatores de Transcrição/genética , Adolescente , Adulto , Cartilagem Articular/patologia , Feminino , Humanos , Fator 4 Semelhante a Kruppel , Masculino , Pessoa de Meia-Idade , Osteoartrite do Joelho/metabolismo , Osteoartrite do Joelho/patologia , Adulto Jovem
9.
Osteoarthritis Cartilage ; 25(11): 1880-1889, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-28801209

RESUMO

OBJECTIVE: Autophagy is a cellular homeostasis mechanism that facilitates normal cell function and survival. Objectives of this study were to determine associations between autophagic responses with meniscus injury, joint aging, and osteoarthritis (OA), and to establish the temporal relationship with structural changes in menisci and cartilage. METHODS: Constitutive activation of autophagy during aging was measured in GFP-LC3 transgenic reporter mice between 6 and 30 months. Meniscus injury was created by surgically destabilizing the medial meniscus (DMM) to induce posttraumatic OA in C57BL/6J mice. Levels of autophagy proteins and activation were analyzed by confocal microscopy and immunohistochemistry. Associated histopathological changes, such as cellularity, matrix staining, and structural damage, were graded in the meniscus and compared to changes in articular cartilage. RESULTS: In C57BL/6J mice, basal autophagy was lower in the meniscus than in articular cartilage. With increasing age, expression of the autophagy proteins ATG5 and LC3 was significantly reduced by 24 months. Age-related changes included abnormal Safranin-O staining and reduced cellularity, which preceded structural damage in the meniscus and articular cartilage. In mice with DMM, autophagy was induced in the meniscus while it was suppressed in cartilage. Articular cartilage exhibited the most profound changes in autophagy and structure that preceded meniscus degeneration. Systemic administration of rapamycin to mice with DMM induced autophagy activation in cartilage and reduced degenerative changes in both meniscus and cartilage. CONCLUSION: Autophagy is significantly affected in the meniscus during aging and injury and precedes structural damage. Maintenance of autophagic activity appears critical for meniscus and cartilage integrity.


Assuntos
Envelhecimento/metabolismo , Autofagia/fisiologia , Cartilagem Articular/patologia , Meniscos Tibiais/patologia , Osteoartrite do Joelho/patologia , Animais , Autofagia/efeitos dos fármacos , Proteína 5 Relacionada à Autofagia/metabolismo , Cartilagem Articular/efeitos dos fármacos , Proteínas de Fluorescência Verde/genética , Imunossupressores/farmacologia , Meniscos Tibiais/cirurgia , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microscopia Confocal , Proteínas Associadas aos Microtúbulos/metabolismo , Osteoartrite do Joelho/etiologia , Osteoartrite do Joelho/fisiopatologia , Sirolimo/farmacologia , Lesões do Menisco Tibial/complicações
10.
Osteoarthritis Cartilage ; 25(2): 287-296, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27693501

RESUMO

OBJECTIVES: Aging is an important osteoarthritis (OA) risk factor and compromised stress defense responses may mediate this risk. The Sestrins (Sesn) promote cell survival under stress conditions and regulate AMP-activated protein kinase (AMPK) and mammalian target of rapamycin (mTOR) signaling. This study examined Sesn expression in normal and OA cartilage and functions of Sesn in chondrocytes. METHODS: Sesn expression in human and mouse normal and OA cartilage was analyzed by quantitative polymerase chain reaction (PCR) and immunohistochemistry. Sesn function was investigated by using small interfering RNA (siRNA) mediated Sesn knockdown and overexpression with analysis of cell survival, gene expression, autophagy, and AMPK and mTOR activation. RESULTS: Sesn mRNA levels were significantly reduced in human OA cartilage and immunohistochemistry of human and mouse OA cartilage also showed a corresponding reduction in protein levels. In cultured human chondrocytes Sesn1, 2 and 3 were expressed and increased by tunicamycin, an endoplasmic reticulum (ER) stress response inducer and 2-deoxyglucose (2DG), a metabolic stress inducer. Sesn1 and 2 were increased by tBHP, an oxidative stress inducer. Sesn knockdown by siRNA reduced chondrocyte viability under basal culture conditions and in the presence of 2DG. Sesn overexpression enhanced LC3-II formation and autophagic flux, and this was related to changes in mTOR but not AMPK activation. CONCLUSION: These findings are the first to show that Sesn expression is suppressed in OA affected cartilage. Sesn support chondrocyte survival under stress conditions and promote autophagy activation through modulating mTOR activity. Suppression of Sesn in OA cartilage contributes to deficiency in an important cellular homeostasis mechanism.


Assuntos
Cartilagem Articular/metabolismo , Proteínas de Choque Térmico/metabolismo , Proteínas Nucleares/metabolismo , Osteoartrite/metabolismo , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Envelhecimento/metabolismo , Animais , Condrócitos/efeitos dos fármacos , Condrócitos/metabolismo , Desoxiglucose/farmacologia , Feminino , Técnicas de Silenciamento de Genes/métodos , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade , Estresse Oxidativo/efeitos dos fármacos , RNA Interferente Pequeno/metabolismo , Tunicamicina/farmacologia , Adulto Jovem
11.
Osteoarthritis Cartilage ; 25(6): 943-951, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-27884645

RESUMO

OBJECTIVES: Circadian rhythm (CR) was identified by RNA sequencing as the most dysregulated pathway in human osteoarthritis (OA) in articular cartilage. This study examined circadian rhythmicity in cultured chondrocytes and the role of the CR genes NR1D1 and BMAL1 in regulating chondrocyte functions. METHODS: RNA was extracted from normal and OA-affected human knee cartilage (n = 14 each). Expression levels of NR1D1 and BMAL1 mRNA and protein were assessed by quantitative PCR and immunohistochemistry. Human chondrocytes were synchronized and harvested at regular intervals to examine circadian rhythmicity in RNA and protein expression. Chondrocytes were treated with small interfering RNA (siRNA) for NR1D1 or BMAL1, followed by RNA sequencing and analysis of the effects on the transforming growth factor beta (TGF-ß) pathway. RESULTS: NR1D1 and BMAL1 mRNA and protein levels were significantly reduced in OA compared to normal cartilage. In cultured human chondrocytes, a clear circadian rhythmicity was observed for NR1D1 and BMAL1. Increased BMAL1 expression was observed after knocking down NR1D1, and decreased NR1D1 levels were observed after knocking down BMAL1. Sequencing of RNA from chondrocytes treated with NR1D1 or BMAL1 siRNA identified 330 and 68 significantly different genes, respectively, and this predominantly affected the TGF-ß signaling pathway. CONCLUSIONS: The CR pathway is dysregulated in OA cartilage. Interference with circadian rhythmicity in cultured chondrocytes affects TGF-ß signaling, which is a central pathway in cartilage homeostasis.


Assuntos
Fatores de Transcrição ARNTL/genética , Cartilagem Articular/metabolismo , Condrócitos/metabolismo , Ritmo Circadiano/genética , Membro 1 do Grupo D da Subfamília 1 de Receptores Nucleares/genética , Osteoartrite do Joelho/genética , RNA Mensageiro/metabolismo , Fator de Crescimento Transformador beta/genética , Fatores de Transcrição ARNTL/metabolismo , Adolescente , Adulto , Feminino , Regulação da Expressão Gênica , Técnicas de Silenciamento de Genes , Humanos , Masculino , Pessoa de Meia-Idade , Membro 1 do Grupo D da Subfamília 1 de Receptores Nucleares/metabolismo , Osteoartrite do Joelho/metabolismo , Transdução de Sinais , Adulto Jovem
12.
Osteoarthritis Cartilage ; 24(9): 1639-47, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27118398

RESUMO

OBJECTIVE: Aging is a main risk factor for the development of osteoarthritis (OA) and the molecular mechanisms underlying the aging-related changes in articular cartilage include increased mammalian target of rapamycin (mTOR) signaling and defective autophagy. REDD1 is an endogenous inhibitor of mTOR that regulates cellular stress responses. In this study we measured REDD1 expression in normal, aged and OA cartilage and assessed REDD1 function in human and mouse articular chondrocytes. METHODS: REDD1 expression was analyzed in human and mouse articular cartilage by qPCR, western blotting, and immunohistochemistry. For functional studies, REDD1 and TXNIP knockdown or overexpression was performed in chondrocytes in the presence or absence of rapamycin and chloroquine, and mTOR signaling and autophagy were measured by western blotting. REDD1/TXNIP protein interaction was assessed by co-immunoprecipitation experiments. RESULTS: Human and mouse cartilage from normal knee joints expressed high levels of REDD1. REDD1 expression was significantly reduced in aged and OA cartilage. In cultured chondrocytes, REDD1 knockdown increased whereas REDD1 overexpression decreased mTOR signaling. In addition, REDD1 activated autophagy by an mTOR independent mechanism that involved protein/protein interaction with TXNIP. The REDD1/TXNIP complex was required for autophagy activation in chondrocytes. CONCLUSION: The present study shows that REDD1 is highly expressed in normal human articular cartilage and reduced during aging and OA. REDD1 in human chondrocytes negatively regulates mTOR activity and is essential for autophagy activation. Reduced REDD1 expression thus represents a novel mechanism for the increased mTOR activation and defective autophagy observed in OA.


Assuntos
Osteoartrite , Animais , Autofagia , Cartilagem Articular , Células Cultivadas , Condrócitos , Humanos , Camundongos , Transdução de Sinais
13.
Osteoarthritis Cartilage ; 24(6): 1082-91, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-26805019

RESUMO

OBJECTIVE: Autophagy dysfunction has been reported in osteoarthritis (OA) cartilage. The objective of this study was to investigate the role of microRNA-155 (miR-155), which is overexpressed in OA, in the regulation of autophagy in human chondrocytes. DESIGN: Rapamycin (50 nM) and 2-deoxyglucose (2-DG) (5 mM) were used to stimulate autophagy in primary human articular chondrocytes and in the T/C28a2 human chondrocyte cell line. Cells were transfected with LNA GapmeR or mimic specific for miR-155 and autophagy flux was assessed by LC3 western blotting and by Cyto-ID(®) dye quantification in autophagic vacuoles. Expression of predicted miR-155 targets in the autophagy pathway were analyzed by real-time PCR and western blotting. RESULTS: Autophagy flux induced by rapamycin and 2-DG was significantly increased by miR-155 LNA, and significantly decreased after miR-155 mimic transfection in T/C28a2 cells and in human primary chondrocytes. These effects of miR-155 on autophagy were related to suppression of gene and protein expression of key autophagy regulators including Ulk1, FoxO3, Atg14, Atg5, Atg3, Gabarapl1, and Map1lc3. CONCLUSION: MiR-155 is an inhibitor of autophagy in chondrocytes and contributes to the autophagy defects in OA.


Assuntos
Autofagia , Cartilagem Articular , Células Cultivadas , Condrócitos , Humanos , MicroRNAs , Osteoartrite
14.
Osteoarthritis Cartilage ; 24(4): 709-18, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-26585241

RESUMO

OBJECTIVE: To establish a standardized protocol for histopathological assessment of murine menisci that can be applied to evaluate transgenic, knock-out/in, and surgically induced OA models. METHODS: Knee joints from C57BL/6J mice (6-36 months) as well as from mice with surgically-induced OA were processed and cut into sagittal sections. All sections included the anterior and posterior horns of the menisci and were graded for (1) surface integrity, (2) cellularity, (3) Safranin-O staining distribution and intensity. Articular cartilage in the knee joints was also scored. RESULTS: The new histopathological grading system showed good inter- and intra-class correlation coefficients. The major age-related changes in murine menisci in the absence of OA included decreased Safranin O staining intensity, abnormal cell distribution and the appearance of acellular areas. Menisci from mice with surgically-induced OA showed severe fibrillations, partial/total loss of tissue, and calcifications. Abnormal cell arrangements included both regional hypercellularity and hypocellularity along with hypertrophy and cell clusters. In general, the posterior horns were less affected by age and OA. CONCLUSION: A new standardized protocol and histopathological grading system has been developed and validated to allow for a comprehensive, systematic evaluation of changes in aging and OA-affected murine menisci. This system was developed to serve as a standardized technique and tool for further studies in murine meniscal pathophysiology models.


Assuntos
Envelhecimento/patologia , Artrite Experimental/patologia , Meniscos Tibiais/patologia , Osteoartrite/patologia , Animais , Cartilagem Articular/patologia , Feminino , Masculino , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Reprodutibilidade dos Testes , Índice de Gravidade de Doença
15.
Postgrad Med J ; 90(1061): 171-8, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24534711

RESUMO

Osteoarthritis affects the whole joint structure with progressive changes in cartilage, menisci, ligaments and subchondral bone, and synovial inflammation. Biomarkers are being developed to quantify joint remodelling and disease progression. This article was prepared following a working meeting of the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis convened to discuss the value of biochemical markers of matrix metabolism in drug development in osteoarthritis. The best candidates are generally molecules or molecular fragments present in cartilage, bone or synovium and may be specific to one type of joint tissue or common to them all. Many currently investigated biomarkers are associated with collagen metabolism in cartilage or bone, or aggrecan metabolism in cartilage. Other biomarkers are related to non-collagenous proteins, inflammation and/or fibrosis. Biomarkers in osteoarthritis can be categorised using the burden of disease, investigative, prognostic, efficacy of intervention, diagnostic and safety classification. There are a number of promising candidates, notably urinary C-terminal telopeptide of collagen type II and serum cartilage oligomeric protein, although none is sufficiently discriminating to differentiate between individual patients and controls (diagnostic) or between patients with different disease severities (burden of disease), predict prognosis in individuals with or without osteoarthritis (prognostic) or perform so consistently that it could function as a surrogate outcome in clinical trials (efficacy of intervention). Future avenues for research include exploration of underlying mechanisms of disease and development of new biomarkers; technological development; the 'omics' (genomics, metabolomics, proteomics and lipidomics); design of aggregate scores combining a panel of biomarkers and/or imaging markers into single diagnostic algorithms; and investigation into the relationship between biomarkers and prognosis.

16.
Osteoarthritis Cartilage ; 22(1): 162-70, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24269635

RESUMO

OBJECTIVE: Aging is a major risk factor for osteoarthritis (OA). Forkhead-box class O (FoxO) transcription factors regulate mechanisms of cellular aging, including protein quality control, autophagy and defenses against oxidative stress. The objective of this study was to analyze FoxO transcription factors in normal, aging and OA cartilage. DESIGN: Knee joints from humans ages 23-90 and from mice at the age of 4-24 months and following surgically induced OA were analyzed for expression of FoxO proteins. Regulation of FoxO protein expression and activation was analyzed in cultured chondrocytes. RESULTS: Human cartilage expressed FOXO1 and FOXO3 but not FOXO4 proteins. FOXO1 and FOXO3 were more strongly expressed the superficial and mid zone as compared to the deep zone and were mainly localized in nuclei. During human joint aging, expression of FOXO1 and FOXO3 was markedly reduced in the superficial zone of cartilage regions exposed to maximal weight bearing. In OA cartilage, chondrocyte clusters showed strong FOXO phosphorylation and cytoplasmic localization. Similar patterns of FOXO expression in normal joints and changes in aging and OA were observed in mouse models. In cultured chondrocytes, IL-1ß and TNF-α suppressed FOXO1, while TGF-ß and PDGF increased FOXO1 and FOXO3 expression. FOXO1 and FOXO3 phosphorylation was increased by IL-1ß, PDGF, bFGF, IGF-1, and the oxidant t-BHP. CONCLUSIONS: Normal articular cartilage has a tissue specific signature of FoxO expression and activation and this is profoundly altered in aging and OA in humans and mice. Changes in FoxO expression and activation may be involved in cartilage aging and OA.


Assuntos
Envelhecimento/metabolismo , Cartilagem Articular/metabolismo , Fatores de Transcrição Forkhead/metabolismo , Osteoartrite do Joelho/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Envelhecimento/patologia , Animais , Artrite Experimental/metabolismo , Artrite Experimental/patologia , Cartilagem Articular/patologia , Proteínas de Ciclo Celular , Células Cultivadas , Condrócitos/metabolismo , Proteína Forkhead Box O1 , Proteína Forkhead Box O3 , Humanos , Articulação do Joelho/metabolismo , Camundongos , Pessoa de Meia-Idade , Osteoartrite do Joelho/patologia , Fosforilação , Fatores de Transcrição/metabolismo , Adulto Jovem
17.
Ann Rheum Dis ; 72(11): 1756-63, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23897772

RESUMO

Osteoarthritis affects the whole joint structure with progressive changes in cartilage, menisci, ligaments and subchondral bone, and synovial inflammation. Biomarkers are being developed to quantify joint remodelling and disease progression. This article was prepared following a working meeting of the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis convened to discuss the value of biochemical markers of matrix metabolism in drug development in osteoarthritis. The best candidates are generally molecules or molecular fragments present in cartilage, bone or synovium and may be specific to one type of joint tissue or common to them all. Many currently investigated biomarkers are associated with collagen metabolism in cartilage or bone, or aggrecan metabolism in cartilage. Other biomarkers are related to non-collagenous proteins, inflammation and/or fibrosis. Biomarkers in osteoarthritis can be categorised using the burden of disease, investigative, prognostic, efficacy of intervention, diagnostic and safety classification. There are a number of promising candidates, notably urinary C-terminal telopeptide of collagen type II and serum cartilage oligomeric protein, although none is sufficiently discriminating to differentiate between individual patients and controls (diagnostic) or between patients with different disease severities (burden of disease), predict prognosis in individuals with or without osteoarthritis (prognostic) or perform so consistently that it could function as a surrogate outcome in clinical trials (efficacy of intervention). Future avenues for research include exploration of underlying mechanisms of disease and development of new biomarkers; technological development; the 'omics' (genomics, metabolomics, proteomics and lipidomics); design of aggregate scores combining a panel of biomarkers and/or imaging markers into single diagnostic algorithms; and investigation into the relationship between biomarkers and prognosis.


Assuntos
Biomarcadores/metabolismo , Osteoartrite/metabolismo , Cartilagem Articular/metabolismo , Progressão da Doença , Humanos , Osteoartrite/patologia , Membrana Sinovial/metabolismo
18.
Osteoarthritis Cartilage ; 20(6): 476-85, 2012 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-22353747

RESUMO

OBJECTIVE: To compare the MANKIN and OARSI cartilage histopathology assessment systems using human articular cartilage from a large number of donors across the adult age spectrum representing all levels of cartilage degradation. DESIGN: Human knees (n=125 from 65 donors; age range 23-92) were obtained from tissue banks. All cartilage surfaces were macroscopically graded. Osteochondral slabs representing the entire central regions of both femoral condyles, tibial plateaus, and the patella were processed for histology and Safranin O - Fast Green staining. Slides representing normal, aged, and osteoarthritis (OA) tissue were scanned and electronic images were scored online by five observers. Statistical analysis was performed for inter- and intra-observer variability, reproducibility and reliability. RESULTS: The inter-observer variability among five observers for the MANKIN system showed a similar good Intra-class correlation coefficient (ICC>0.81) as for the OARSI system (ICC>0.78). Repeat scoring by three of the five readers showed very good agreement (ICC>0.94). Both systems showed a high reproducibility among four of the five readers as indicated by the Spearman's rho value. For the MANKIN system, the surface represented by lesion depth was the parameter where all readers showed an excellent agreement. Other parameters such as cellularity, Safranin O staining intensity and tidemark had greater inter-reader disagreement. CONCLUSION: Both scoring systems were reliable but appeared too complex and time consuming for assessment of lesion severity, the major parameter determined in standardized scoring systems. To rapidly and reproducibly assess severity of cartilage degradation, we propose to develop a simplified system for lesion volume.


Assuntos
Cartilagem Articular/patologia , Articulação do Joelho/patologia , Osteoartrite do Joelho/patologia , Índice de Gravidade de Doença , Adulto , Idoso , Idoso de 80 Anos ou mais , Competência Clínica , Feminino , Fêmur/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Patela/patologia , Reprodutibilidade dos Testes , Tíbia/patologia , Adulto Jovem
19.
Osteoarthritis Cartilage ; 20(3): 192-6, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22179031

RESUMO

This review is focused on advances in understanding the biology of joint homeostasis and osteoarthritis (OA) pathogenesis mechanisms that have led to proof of concept studies on new therapeutic approaches. The three selected topics include angiogenesis in joint tissues, biomechanics and joint lubrication and mitochondrial dysfunction. This new information represents progress in the integration of mechanisms that control multiple aspects of OA pathophysiology.


Assuntos
Osteoartrite/etiologia , Autofagia , Glicoproteínas/fisiologia , Humanos , Ácido Hialurônico/fisiologia , Articulações/irrigação sanguínea , Mitocôndrias/patologia , Doenças Mitocondriais/complicações , Neovascularização Patológica/complicações , Osteoartrite/fisiopatologia
20.
Osteoarthritis Cartilage ; 19(9): 1132-41, 2011 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-21683797

RESUMO

OBJECTIVE: Meniscus lesions following trauma or associated with osteoarthritis (OA) have been described, yet meniscus aging has not been systematically analyzed. The objectives of this study were to (1) establish standardized protocols for representative macroscopic and microscopic analysis, (2) improve existing scoring systems, and (3) apply these techniques to a large number of human menisci. DESIGN: Medial and lateral menisci from 107 human knees were obtained and cut in two different planes (triangle/cross section and transverse/horizontal section as well) in three separate locations (middle portion, anterior and posterior horns). All sections included vascular and avascular regions and were graded for (1) surface integrity, (2) cellularity, (3) matrix/fiber organization and collagen alignment, and (4) Safranin-O staining intensity. The cartilage in all knee compartments was also scored. RESULTS: The new macroscopic and microscopic grading systems showed high inter-reader and intra-reader intraclass correlation coefficients. The major age-related changes in menisci in joints with no or minimal OA included increased Safranin-O staining intensity, decreased cell density, the appearance of acellular zones, and evidence of mucoid degeneration with some loss of collagen fiber organization. The earliest meniscus changes occurred predominantly along the inner rim. Menisci from OA joints showed severe fibrocartilaginous separation of the matrix, extensive fraying, tears and calcification. Abnormal cell arrangements included decreased cellularity, diffuse hypercellularity along with cellular hypertrophy and abnormal cell clusters. In general, the anterior horns of both medial and lateral menisci were less affected by age and OA. CONCLUSIONS: New standardized protocols and new validated grading systems allowed us to conduct a more systematic evaluation of changes in aging and OA menisci at a macroscopic and microscopic level. Several meniscus abnormalities appear to be specific to aging in the absence of significant OA. With aging the meniscal surface can be intact but abnormal matrix organization and cellularity were observed within the meniscal substance. The increased Safranin-O staining appears to represent a shift from fibroblastic to chondrocytic phenotype during aging and early degeneration.


Assuntos
Articulação do Joelho/patologia , Meniscos Tibiais/patologia , Osteoartrite do Joelho/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Envelhecimento , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
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