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1.
bioRxiv ; 2024 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-37090606

RESUMO

Cancer transcriptional patterns exhibit both shared and unique features across diverse cancer types, but whether these patterns are sufficient to characterize the full breadth of tumor phenotype heterogeneity remains an open question. We hypothesized that cancer transcriptional diversity mirrors patterns in normal tissues optimized for distinct functional tasks. Starting with normal tissue transcriptomic profiles, we use non-negative matrix factorization to derive six distinct transcriptomic phenotypes, called archetypes, which combine to describe both normal tissue patterns and variations across a broad spectrum of malignancies. We show that differential enrichment of these signatures correlates with key tumor characteristics, including overall patient survival and drug sensitivity, independent of clinically actionable DNA alterations. Additionally, we show that in HR+/HER2-breast cancers, metastatic tumors adopt transcriptomic signatures consistent with the invaded tissue. Broadly, our findings suggest that cancer often arrogates normal tissue transcriptomic characteristics as a component of both malignant progression and drug response. This quantitative framework provides a strategy for connecting the diversity of cancer phenotypes and could potentially help manage individual patients.

2.
IEEE Trans Med Imaging ; 43(3): 916-927, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37874704

RESUMO

Directionally sensitive radiomic features including the histogram of oriented gradient (HOG) have been shown to provide objective and quantitative measures for predicting disease outcomes in multiple cancers. However, radiomic features are sensitive to imaging variabilities including acquisition differences, imaging artifacts and noise, making them impractical for using in the clinic to inform patient care. We treat the problem of extracting robust local directionality features by mapping via optimal transport a given local image patch to an iso-intense patch of its mean. We decompose the transport map into sub-work costs each transporting in different directions. To test our approach, we evaluated the ability of the proposed approach to quantify tumor heterogeneity from magnetic resonance imaging (MRI) scans of brain glioblastoma multiforme, computed tomography (CT) scans of head and neck squamous cell carcinoma as well as longitudinal CT scans in lung cancer patients treated with immunotherapy. By considering the entropy difference of the extracted local directionality within tumor regions, we found that patients with higher entropy in their images, had significantly worse overall survival for all three datasets, which indicates that tumors that have images exhibiting flows in many directions may be more malignant. This may seem to reflect high tumor histologic grade or disorganization. Furthermore, by comparing the changes in entropy longitudinally using two imaging time points, we found patients with reduction in entropy from baseline CT are associated with longer overall survival (hazard ratio = 1.95, 95% confidence interval of 1.4-2.8, p = 1.65e-5). The proposed method provides a robust, training free approach to quantify the local directionality contained in images.


Assuntos
Neoplasias Pulmonares , Tomografia Computadorizada por Raios X , Humanos , Tomografia Computadorizada por Raios X/métodos , Neoplasias Pulmonares/patologia , Imageamento por Ressonância Magnética
3.
Blood Cancer J ; 13(1): 175, 2023 11 30.
Artigo em Inglês | MEDLINE | ID: mdl-38030619

RESUMO

The plasma cell cancer multiple myeloma (MM) varies significantly in genomic characteristics, response to therapy, and long-term prognosis. To investigate global interactions in MM, we combined a known protein interaction network with a large clinically annotated MM dataset. We hypothesized that an unbiased network analysis method based on large-scale similarities in gene expression, copy number aberration, and protein interactions may provide novel biological insights. Applying a novel measure of network robustness, Ollivier-Ricci Curvature, we examined patterns in the RNA-Seq gene expression and CNA data and how they relate to clinical outcomes. Hierarchical clustering using ORC differentiated high-risk subtypes with low progression free survival. Differential gene expression analysis defined 118 genes with significantly aberrant expression. These genes, while not previously associated with MM, were associated with DNA repair, apoptosis, and the immune system. Univariate analysis identified 8/118 to be prognostic genes; all associated with the immune system. A network topology analysis identified both hub and bridge genes which connect known genes of biological significance of MM. Taken together, gene interaction network analysis in MM uses a novel method of global assessment to demonstrate complex immune dysregulation associated with shorter survival.


Assuntos
Mieloma Múltiplo , Humanos , Mieloma Múltiplo/genética , Prognóstico , Mapas de Interação de Proteínas , Genômica/métodos , Apoptose
4.
Comput Biol Med ; 163: 107117, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37329617

RESUMO

The advance of sequencing technologies has enabled a thorough molecular characterization of the genome in human cancers. To improve patient prognosis predictions and subsequent treatment strategies, it is imperative to develop advanced computational methods to analyze large-scale, high-dimensional genomic data. However, traditional machine learning methods face a challenge in handling the high-dimensional, low-sample size problem that is shown in most genomic data sets. To address this, our group has developed geometric network analysis techniques on multi-omics data in connection with prior biological knowledge derived from protein-protein interactions (PPIs) or pathways. Geometric features obtained from the genomic network, such as Ollivier-Ricci curvature and the invariant measure of the associated Markov chain, have been shown to be predictive of survival outcomes in various cancers. In this study, we propose a novel supervised deep learning method called geometric graph neural network (GGNN) that incorporates such geometric features into deep learning for enhanced predictive power and interpretability. More specifically, we utilize a state-of-the-art graph neural network with sparse connections between the hidden layers based on known biology of the PPI network and pathway information. Geometric features along with multi-omics data are then incorporated into the corresponding layers. The proposed approach utilizes a local-global principle in such a manner that highly predictive features are selected at the front layers and fed directly to the last layer for multivariable Cox proportional-hazards regression modeling. The method was applied to multi-omics data from the CoMMpass study of multiple myeloma and ten major cancers in The Cancer Genome Atlas (TCGA). In most experiments, our method showed superior predictive performance compared to other alternative methods.


Assuntos
Aprendizado Profundo , Multiômica , Neoplasias , Humanos , Genômica , Neoplasias/mortalidade , Prognóstico , Sobrevida , Multiômica/métodos
5.
BMC Bioinformatics ; 23(1): 449, 2022 Oct 29.
Artigo em Inglês | MEDLINE | ID: mdl-36309638

RESUMO

BACKGROUND: Compositional systems, represented as parts of some whole, are ubiquitous. They encompass the abundances of proteins in a cell, the distribution of organisms in nature, and the stoichiometry of the most basic chemical reactions. Thus, a central goal is to understand how such processes emerge from the behaviors of their components and their pairwise interactions. Such a study, however, is challenging for two key reasons. Firstly, such systems are complex and depend, often stochastically, on their constituent parts. Secondly, the data lie on a simplex which influences their correlations. RESULTS: To resolve both of these issues, we provide a general and data-driven modeling tool for compositional systems called Compositional Maximum Entropy (CME). By integrating the prior geometric structure of compositions with sample-specific information, CME infers the underlying multivariate relationships between the constituent components. We provide two proofs of principle. First, we measure the relative abundances of different bacteria and infer how they interact. Second, we show that our method outperforms a common alternative for the extraction of gene-gene interactions in triple-negative breast cancer. CONCLUSIONS: CME provides novel and biologically-intuitive insights and is promising as a comprehensive quantitative framework for compositional data.


Assuntos
Bactérias , Proteínas , Entropia , Proteínas/química
6.
PLoS One ; 17(3): e0265150, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35286348

RESUMO

In this paper, we present a network-based clustering method, called vector Wasserstein clustering (vWCluster), based on the vector-valued Wasserstein distance derived from optimal mass transport (OMT) theory. This approach allows for the natural integration of multi-layer representations of data in a given network from which one derives clusters via a hierarchical clustering approach. In this study, we applied the methodology to multi-omics data from the two largest breast cancer studies. The resultant clusters showed significantly different survival rates in Kaplan-Meier analysis in both datasets. CIBERSORT scores were compared among the identified clusters. Out of the 22 CIBERSORT immune cell types, 9 were commonly significantly different in both datasets, suggesting the difference of tumor immune microenvironment in the clusters. vWCluster can aggregate multi-omics data represented as a vectorial form in a network with multiple layers, taking into account the concordant effect of heterogeneous data, and further identify subgroups of tumors in terms of mortality.


Assuntos
Neoplasias da Mama , Neoplasias da Mama/metabolismo , Análise por Conglomerados , Feminino , Humanos , Microambiente Tumoral
7.
Stem Cells Int ; 2021: 5555590, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34484348

RESUMO

METHODS: Hypoxia in hBMSCs was induced for 0, 4, and 12 hours, and cellular senescence was evaluated by senescence-associated ß-galactosidase (SA-ß-gal) staining. Tandem mass tag (TMT) labeling was combined with liquid chromatography-tandem mass spectrometry (LC-MS/MS) for differential proteomic analysis of hypoxia in hBMSCs. Parallel reaction monitoring (PRM) analysis was used to validate the candidate proteins. Verifications of signaling pathways were evaluated by western blotting. Cell apoptosis was evaluated using Annexin V/7-AAD staining by flow cytometry. The production of reactive oxygen species (ROS) was detected by the fluorescent probe 2,7-dichlorodihydrofluorescein diacetate (DCFH-DA). RESULTS: Cell senescence detected by SA-ß-gal activity was higher in the 12-hour hypoxia-induced group. TMT analysis of 12-hour hypoxia-induced cells identified over 6000 proteins, including 686 differentially expressed proteins. Based on biological pathway analysis, we found that the senescence-associated proteins were predominantly enriched in the cancer pathways, PI3K-Akt pathway, and cellular senescence signaling pathways. CDK1, CDK2, and CCND1 were important nodes in PPI analyses. Moreover, the CCND1, UQCRH, and COX7C expressions were verified by PRM. Hypoxia induction for 12 hours in hBMSCs reduced CCND1 expression but promoted ROS production and cell apoptosis. Such effects were markedly reduced by the PI3K agonist, 740 Y-P, and attenuated by LY294002. CONCLUSIONS: Hypoxia of hBMSCs inhibited CCND1 expression but promoted ROS production and cell apoptosis through activating the PI3K-dependent signaling pathway. These findings provided a detailed characterization of the proteomic profiles related to hypoxia-induced senescence of hBMSCs and facilitated our understanding of the molecular mechanisms leading to stem cell senescence.

8.
Nan Fang Yi Ke Da Xue Xue Bao ; 39(11): 1312-1319, 2019 Nov 30.
Artigo em Chinês | MEDLINE | ID: mdl-31852652

RESUMO

OBJECTIVE: To investigate the effect of circRNA_005647 on fibrotic phenotype of mouse cardiac fibroblasts (CFs) and explore its mechanism. METHODS: We used an angiotensin Ⅱ (Ang-Ⅱ) capsule pump (daily dose of 1.46 mg/kg for 2 weeks) to establish a mouse model of myocardial fibrosis in C57BL/6 mice. Masson staining was used to detect myocardial fibrosis in the myocardium. The expression of circRNA_005647 in the myocardium of Ang-Ⅱ-infused mice and in Ang-Ⅱ-treated CFs were detected with real-time PCR. Actinomycin D and RNase R exonuclease digestion were used to test the stability of circRNA_005647 in mouse CFs. Over- expression of circRNA_005647 was achieved in the CFs by infecting the cells with a recombinant circRNA_005647 adenovirus (rAd-circRNA_005647), and the expressions of Col1a1, Col3a1 and Acta2 were detected in the cells with real-time PCR and Western blotting. Dual luciferase reporter assay, RNA antisense purification and RNA Pull down assay were performed to identify the interaction between circRNA_005647 and miR-27b-3p. RESULTS: CircRNA_005647 was up- regulated in the myocardium of Ang-Ⅱ- infused mice and in Ang-Ⅱ-treated mouse CFs (P < 0.01). CircRNA_005647 was more stable than its host gene Myosin IXA (Myo9a) in response to actinomycin D (P < 0.01) and RNase R exonuclease treatment. The expressions of fibrosis-associated genes was down-regulated in the CFs over-expressing circRNA_ 005647 (P < 0.05). Dual luciferase reporter assay, RNA antisense purification and RNA Pull down assay revealed the interaction between miR-27b-3p and circRNA_005647. MiR-27b-3p obviously enhanced the fibrotic phenotype but reversed the inhibitory effect of circRNA_005647 on the expression of fibrosis associated genes in the CFs (P < 0.05). CONCLUSIONS: CircRNA_005647 is upregulated in cardiac fibrosis and inhibits the expression of fibrosis-related genes through sponging miR-27b-3p in mouse CFs.


Assuntos
Fibroblastos , Animais , Fibrose , Camundongos , Camundongos Endogâmicos C57BL , MicroRNAs , RNA Circular
9.
Biochim Biophys Acta Mol Basis Dis ; 1865(9): 2441-2450, 2019 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-31175931

RESUMO

Although macrophage migration inhibitory factor (MIF) is known to have antioxidant property, the role of MIF in cardiac fibrosis has not been well understood. We found that MIF was markedly increased in angiotension II (Ang-II)-infused mouse myocardium. Myocardial function was impaired and cardiac fibrosis was aggravated in Mif-knockout (Mif-KO) mice. Functionally, overexpression of MIF and MIF protein could inhibit the expression of fibrosis-associated collagen (Col) 1a1, COL3A1 and α-SMA, and Smad3 activation in mouse cardiac fibroblasts (CFs). Consistently, MIF deficiency could exacerbate the expression of COL1A1, COL3A1 and α-SMA, and Smad3 activation in Ang-II-treated CFs. Interestingly, microRNA-29b-3p (miR-29b-3p) and microRNA-29c-3p (miR-29c-3p) were down-regulated in the myocardium of Ang-II-infused Mif-KO mice but upregulated in CFs with MIF overexpression or by treatment with MIF protein. MiR-29b-3p and miR-29c-3p could suppress the expression of COL1A1, COL3A1 and α-SMA in CFs through targeting the pro-fibrosis genes of transforming growth factor beta-2 (Tgfb2) and matrix metallopeptidase 2 (Mmp2). We further demonstrated that Mif inhibited reactive oxygen species (ROS) generation and Smad3 activation, and rescued the decrease of miR-29b-3p and miR-29c-3p in Ang-II-treated CFs. Smad3 inhibitors, SIS3 and Naringenin, and Smad3 siRNA could reverse the decrease of miR-29b-3p and miR-29c-3p in Ang-II-treated CFs. Taken together, our data demonstrated that the Smad3-miR-29b/miR-29c axis mediates the inhibitory effect of macrophage migration inhibitory factor on cardiac fibrosis.


Assuntos
Fatores Inibidores da Migração de Macrófagos/metabolismo , MicroRNAs/metabolismo , Proteína Smad3/metabolismo , Regiões 3' não Traduzidas , Animais , Antígenos de Diferenciação de Linfócitos B/química , Antígenos de Diferenciação de Linfócitos B/genética , Antígenos de Diferenciação de Linfócitos B/metabolismo , Cardiomegalia/patologia , Cardiomegalia/veterinária , Colágeno Tipo I/metabolismo , Cadeia alfa 1 do Colágeno Tipo I , Fibroblastos/citologia , Fibroblastos/metabolismo , Fibrose , Antígenos de Histocompatibilidade Classe II/química , Antígenos de Histocompatibilidade Classe II/genética , Antígenos de Histocompatibilidade Classe II/metabolismo , Fatores Inibidores da Migração de Macrófagos/antagonistas & inibidores , Fatores Inibidores da Migração de Macrófagos/genética , Masculino , Metaloproteinase 2 da Matriz/química , Metaloproteinase 2 da Matriz/genética , Metaloproteinase 2 da Matriz/metabolismo , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , MicroRNAs/química , MicroRNAs/genética , Miocárdio/citologia , Miocárdio/metabolismo , Interferência de RNA , RNA Interferente Pequeno/metabolismo , Fator de Crescimento Transformador beta2/química , Fator de Crescimento Transformador beta2/genética , Fator de Crescimento Transformador beta2/metabolismo , Regulação para Cima
10.
Sci Rep ; 7(1): 11879, 2017 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-28928469

RESUMO

The molecular mechanisms underlying anthracyclines-induced cardiotoxicity have not been well elucidated. MiRNAs were revealed dysregulated in the myocardium and plasma of rats received Dox treatment. MicroRNA-34a-5p (miR-34a-5p) was verified increased in the myocardium and plasma of Dox-treated rats, but was reversed in rats received Dox plus DEX treatments. Human miR-34a-5p was also observed increased in the plasma of patients with diffuse large B-cell lymphoma after 9- and 16-week epirubicin therapy. Up-regulation of miR-34a-5p was observed in Dox-induced rat cardiomyocyte H9c2 cells. MiR-34a-5p could augment Bax expression, but inhibited Bcl-2 expression, along with the increases of the activated caspase-3 and mitochondrial potentials in H9C2 cells. MiR-34a-5p was verified to modulate Sirt1 expression post-transcriptionally. In parallel to Sirt1 siRNA, miR-34a-5p could enhance p66shc expression, accompanied by increases of Bax and the activated caspase-3 and a decrease of Bcl-2 in H9c2 cells. Moreover, enforced expression of Sirt1 alleviated Dox-induced apoptosis of H9c2 cells, with suppressing levels of p66shc, Bax, the activated caspase-3 and miR-34a-5p, and enhancing Bcl-2 expression. Therefore, miR-34a-5p enhances cardiomyocyte apoptosis by targeting Sirt1, activation of miR-34a-5p/Sirt1/p66shc pathway contributes to Dox-induced cardiotoxicity, and blockage of this pathway represents a potential cardioprotective effect against anthracyclines.


Assuntos
Cardiotoxicidade/metabolismo , Doxorrubicina/efeitos adversos , MicroRNAs/biossíntese , Miocárdio/metabolismo , Transdução de Sinais/efeitos dos fármacos , Sirtuína 1/biossíntese , Proteína 1 de Transformação que Contém Domínio 2 de Homologia de Src/biossíntese , Animais , Cardiotoxicidade/patologia , Linhagem Celular , Doxorrubicina/administração & dosagem , Feminino , Humanos , Linfoma Difuso de Grandes Células B/tratamento farmacológico , Linfoma Difuso de Grandes Células B/metabolismo , Linfoma Difuso de Grandes Células B/patologia , Masculino , Miocárdio/patologia , Ratos , Ratos Sprague-Dawley
11.
Clin Exp Pharmacol Physiol ; 43(7): 706-11, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27119319

RESUMO

Increasing evidence indicates that inflammation contributes to the initiation and perpetuation of atrial fibrillation (AF). Although tumour necrosis factor (TNF)-α levels are increased in patients with AF, the role of TNF-α in the pathogenesis of AF remains unclear. Besides L-type Ca(2+) currents (IC a,L ), T-type Ca(2+) currents (IC a,T ) also plays an important role in the pathogenesis of AF. This study was designed to use the whole-cell voltage-clamp technique and biochemical assays to explore if TNF-α is involved in the pathogenesis of AF through regulating IC a,T in atrial myocytes. It was found that compared with sinus rhythm (SR) controls, T-type calcium channel (TCC) subunit mRNA levels were decreased, while TNF-α expression levels were increased, in human atrial tissue from patients with AF. In murine atrial myocyte HL-1 cells, after culturing for 24 h, 12.5, 25 and 50 ng/mL TNF-α significantly reduced the protein expression levels of the TCC α1G subunit in a concentration-dependent manner. The peak current was reduced by the application of 12.5 or 25 ng/mL TNF-α in a concentration-dependent manner (from -15.08 ± 1.11 pA/pF in controls to -11.89 ± 0.83 pA/pF and -8.54 ± 1.55 pA/pF in 12.5 or 25 ng/mL TNF-α group respectively). TNF-α application also inhibited voltage-dependent inactivation of IC a,T, shifted the inactivation curve to the left. These results suggest that TNF-α is involved in the pathogenesis of AF, probably via decreasing IC a,T current density in atrium-derived myocytes through impaired channel function and down-regulation of channel protein expression. This pathway thus represents a potential pathogenic mechanism in AF.


Assuntos
Canais de Cálcio Tipo T/metabolismo , Fator de Necrose Tumoral alfa/metabolismo , Animais , Fibrilação Atrial/metabolismo , Canais de Cálcio Tipo L/metabolismo , Linhagem Celular , Regulação para Baixo/fisiologia , Feminino , Átrios do Coração/metabolismo , Humanos , Masculino , Camundongos , Pessoa de Meia-Idade , Miócitos Cardíacos/metabolismo , Técnicas de Patch-Clamp/métodos
12.
Metabolism ; 64(12): 1682-93, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26455966

RESUMO

OBJECTIVE: Evidence shows that both macrophage migration inhibitory factor (MIF) and GLUT4 glucose transporter are involved in diabetic cardiomyopathy (DCM), but it remains largely unknown whether and how MIF regulates GLUT4 expression in cardiomyocytes. The present study aims to investigate the mechanism underlying the modulation of GLUT4 by MIF in cardiomyocytes. MATERIAL AND METHODS: Activations of AKT and AMPK signaling, and expressions of MIF, GLUT4 and the candidate GLUT4 regulation associated transcription factors in the diabetic mouse myocardium were determined. The screened transcription factors mediating MIF-promoted GLUT4 expression were verified by RNA interference (RNAi) and electrophoretic mobility shift assay (EMSA), respectively. RESULTS: MIF was increased, but GLUT4 was decreased in the diabetic mouse myocardium. MIF could enhance glucose uptake and up-regulate GLUT4 expression in NMVCs. Expressions of transcription factor MEF2A, -2C, -2D and Zac1 were significantly up-regulated in MIF-treated neonatal mouse ventricular cardiomyocytes (NMVCs), and markedly reduced in the diabetic myocardium. Knockdown of MEF2A, -2C, -2D and Zac1 could significantly inhibit glucose uptake and GLUT4 expression in cardiomyocytes. Moreover, EMSA results revealed that transcriptional activities of MEF2 and Zac1 were significantly increased in MIF-treated NMVCs. AMPK signaling was activated in MIF-stimulated NMVCs, and AMPK activator AICAR could enhance MEF2A, -2C, -2D, Zac1 and GLUT4 expression. Additionally, MIF effects were inhibited by an AMPK inhibitor compound C and siRNA targeting MIF receptor CD74, suggesting the involvement of CD74-dependent AMPK activation. CONCLUSIONS: Transcription factor MEF2 and Zac1 mediate MIF-induced GLUT4 expression through CD74-dependent AMPK activation in cardiomyocytes.


Assuntos
Proteínas de Ciclo Celular/fisiologia , Genes Supressores de Tumor/fisiologia , Transportador de Glucose Tipo 4/genética , Oxirredutases Intramoleculares/fisiologia , Fatores de Transcrição MEF2/fisiologia , Fatores Inibidores da Migração de Macrófagos/fisiologia , Miócitos Cardíacos/metabolismo , Fatores de Transcrição/fisiologia , Proteínas Quinases Ativadas por AMP/fisiologia , Animais , Antígenos de Diferenciação de Linfócitos B/fisiologia , Células Cultivadas , Cardiomiopatias Diabéticas/fisiopatologia , Antígenos de Histocompatibilidade Classe II/fisiologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Receptor de Insulina/fisiologia , Função Ventricular Esquerda
13.
J Cell Mol Med ; 19(3): 608-19, 2015 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-25583328

RESUMO

Cyclins/retinoblastoma protein (pRb) pathway participates in cardiomyocyte hypertrophy. MicroRNAs (miRNAs), the endogenous small non-coding RNAs, were recognized to play significant roles in cardiac hypertrophy. But, it remains unknown whether cyclin/Rb pathway is modulated by miRNAs during cardiac hypertrophy. This study investigates the potential role of microRNA-16 (miR-16) in modulating cyclin/Rb pathway during cardiomyocyte hypertrophy. An animal model of hypertrophy was established in a rat with abdominal aortic constriction (AAC), and in a mouse with transverse aortic constriction (TAC) and in a mouse with subcutaneous injection of phenylephrine (PE) respectively. In addition, a cell model of hypertrophy was also achieved based on PE-promoted neonatal rat ventricular cardiomyocyte and based on Ang-II-induced neonatal mouse ventricular cardiomyocyte respectively. We demonstrated that miR-16 expression was markedly decreased in hypertrophic myocardium and hypertrophic cardiomyocytes in rats and mice. Overexpression of miR-16 suppressed rat cardiac hypertrophy and hypertrophic phenotype of cultured cardiomyocytes, and inhibition of miR-16 induced a hypertrophic phenotype in cardiomyocytes. Expressions of cyclins D1, D2 and E1, and the phosphorylated pRb were increased in hypertrophic myocardium and hypertrophic cardiomyocytes, but could be reversed by enforced expression of miR-16. Cyclins D1, D2 and E1, not pRb, were further validated to be modulated post-transcriptionally by miR-16. In addition, the signal transducer and activator of transcription-3 and c-Myc were activated during myocardial hypertrophy, and inhibitions of them prevented miR-16 attenuation. Therefore, attenuation of miR-16 provoke cardiomyocyte hypertrophy via derepressing the cyclins D1, D2 and E1, and activating cyclin/Rb pathway, revealing that miR-16 might be a target to manage cardiac hypertrophy.


Assuntos
Cardiomegalia/genética , Ciclina D1/metabolismo , Ciclina D2/metabolismo , Ciclinas/metabolismo , MicroRNAs/genética , Animais , Aorta Abdominal/cirurgia , Linhagem Celular , Ciclina D1/biossíntese , Ciclina D2/biossíntese , Ciclinas/biossíntese , Modelos Animais de Doenças , Ativação Enzimática , Células HEK293 , Humanos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , MicroRNAs/biossíntese , Miócitos Cardíacos/patologia , Fenilefrina/farmacologia , Fosforilação , Proteínas Proto-Oncogênicas c-myc , Ratos , Ratos Sprague-Dawley , Proteína do Retinoblastoma/metabolismo , Fator de Transcrição STAT3/metabolismo
14.
Mol Cell Biochem ; 397(1-2): 7-16, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25060909

RESUMO

The beneficial effects of mesenchymal stem cells (MSCs) in cardiac cell therapy are greatly limited due to poor survival after transplantation into ischemic hearts. Here, we investigated whether caspase 8 small hairpin RNA (shRNA) modification enhance human MSCs (hMSCs) survival and improve infarcted heart function. Recombinant adenovirus encoding pre-miRNA-155-designed caspase 8 shRNA was prepared to inhibit caspase 8 expression in hMSCs. The effect of caspase 8 shRNA modification on protecting hMSCs from apoptosis under the conditions of serum deprivation and hypoxia was tested by Annexin V/PI staining and caspase 8 activity assay. The caspase 8 shRNA-modified and superparamagnetic iron oxide (SPIO)-labeled hMSCs were injected into the border zone of the infarcted region of rat heart. Echocardiography and Masson trichrome staining were performed to assess heart function and cardiac fibrosis. Our results showed that adenovirus-mediated caspase 8 shRNA could efficiently inhibit caspase 8 expression in hMSCs. Knock-down of caspase 8 expression lead to inhibition of hMSCs apoptosis, reduction of caspase 8 activity and up-regulations of HGF, IGF-1 and Bcl-2. Transplantation of caspase 8 shRNA-modified hMSCs could significantly improve infracted heart function, attenuate cardiac fibrosis. Consistently, the rate of cardiomyocyte apoptosis and caspase 8 activity were significantly decreased, and the survival rate of transplanted hMSCs was markedly elevated in the myocardium receiving caspase 8 shRNA-modified hMSCs transplantation. Together, our findings implicated the therapeutic potential of caspase 8 shRNA-modified hMSCs in improving the infarcted heart function.


Assuntos
Adenoviridae , Caspase 8 , Transplante de Células-Tronco Mesenquimais , Células-Tronco Mesenquimais/enzimologia , MicroRNAs , Infarto do Miocárdio/terapia , Adulto , Animais , Apoptose/genética , Caspase 8/biossíntese , Caspase 8/genética , Feminino , Técnicas de Silenciamento de Genes/métodos , Humanos , Masculino , MicroRNAs/biossíntese , MicroRNAs/genética , Infarto do Miocárdio/enzimologia , Infarto do Miocárdio/genética , Infarto do Miocárdio/patologia , Ratos , Ratos Sprague-Dawley , Transdução Genética
15.
PLoS One ; 8(9): e75557, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24086569

RESUMO

Carvedilol, a nonselective ß-adrenoreceptor antagonist, protects against myocardial injury induced by acute myocardium infarction (AMI). The mechanisms underlying the anti-fibrotic effects of carvedilol are unknown. Recent studies have revealed the critical role of microRNAs (miRNAs) in a variety of cardiovascular diseases. This study investigated whether miR-29b is involved in the cardioprotective effect of carvedilol against AMI-induced myocardial fibrosis. Male SD rats were randomized into several groups: the sham surgery control, left anterior descending (LAD) surgery-AMI model, AMI plus low-dose carvedilol treatment (1 mg/kg per day, CAR-L), AMI plus medium-dose carvedilol treatment (5 mg/kg per day, CAR-M) and AMI plus high-dose carvedilol treatment (10 mg/kg per day, CAR-H). Cardiac remodeling and impaired heart function were observed 4 weeks after LAD surgery treatment; the observed cardiac remodeling, decreased ejection fraction, and fractional shortening were rescued in the CAR-M and CAR-H groups. The upregulated expression of Col1a1, Col3a1, and α-SMA mRNA was significantly reduced in the CAR-M and CAR-H groups. Moreover, the downregulated miR-29b was elevated in the CAR-M and CAR-H groups. The in vitro study showed that Col1a1, Col3a1, and α-SMA were downregulated and miR-29b was upregulated by carvedilol in a dose-dependent manner in rat cardiac fibroblasts. Inhibition of ROS-induced Smad3 activation by carvedilol resulted in downregulation of Col1a1, Col3a1, and α-SMA and upregulation of miR-29b derived from the miR-29b-2 precursor. Enforced expression of miR-29b significantly suppressed Col1a1, Col3a1, and α-SMA expression. Taken together, we found that smad3 inactivation and miR-29b upregulation contributed to the cardioprotective activity of carvedilol against AMI-induced myocardial fibrosis.


Assuntos
Carbazóis/farmacologia , Fibrose/tratamento farmacológico , MicroRNAs/genética , Miocárdio/metabolismo , Propanolaminas/farmacologia , Proteína Smad3/genética , Regulação para Cima/efeitos dos fármacos , Animais , Cardiotônicos/farmacologia , Carvedilol , Regulação para Baixo/efeitos dos fármacos , Regulação para Baixo/genética , Fibroblastos/efeitos dos fármacos , Fibroblastos/metabolismo , Fibroblastos/patologia , Fibrose/genética , Fibrose/metabolismo , Fibrose/patologia , Coração/efeitos dos fármacos , Coração/fisiologia , Masculino , MicroRNAs/metabolismo , Infarto do Miocárdio/tratamento farmacológico , Infarto do Miocárdio/genética , Infarto do Miocárdio/metabolismo , Infarto do Miocárdio/patologia , Miocárdio/patologia , Ratos , Ratos Sprague-Dawley , Proteína Smad3/metabolismo , Regulação para Cima/genética , Função Ventricular Esquerda/efeitos dos fármacos , Função Ventricular Esquerda/genética , Função Ventricular Esquerda/fisiologia
16.
Taiwan J Obstet Gynecol ; 52(2): 233-40, 2013 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-23915857

RESUMO

OBJECTIVE: Perimenopausal women are at high risk for pelvic organ prolapse (POP) and stress urinary incontinence (SUI) diseases. In the present study, the expression of VIP in the vaginal epithelium of 70 perimenopausal women was correlated with the severity of POP with or without SUI. MATERIALS AND METHODS: Seventy biopsy specimens from the anterior vaginal epithelium were obtained from postmenopausal patients. Immunohistochemical labeling for vasoactive intestinal peptide (VIP) and hematoxylin and eosin staining were performed. The VIP innervation was then compared between eight patient groups. Semiquantitative analysis of VIP protein by Western blotting was performed and compared between the eight patient groups. RESULTS: The results of the immunohistochemical study showed that the intensity of VIP-immunoreactivity (VIP-ir) in the eight groups was as follows (in decreasing order): Control; POPI; POP II; POP II + SUI; POP III; POP IV and POP III + SUI; and POP IV + SUI. The intensity of VIP-ir was obviously weak and similar among the POP IV, POP III + SUI, and POP IV + SUI groups. This result was validated by the Western blotting analysis. The level of the VIP peptide also deceased in POP patients and was as follows (in decreasing order): Control; POPI; POP II and POP II + SUI; POP III and POP III + SUI; and POP IV and POP IV + SUI. CONCLUSION: The present study found that reduced VIP innervation in the vaginal epithelium of the perimenopausal women was correlated with the severity of POP with or without SUI.


Assuntos
Prolapso de Órgão Pélvico/metabolismo , Prolapso de Órgão Pélvico/patologia , Vagina/metabolismo , Vagina/patologia , Peptídeo Intestinal Vasoativo/metabolismo , Adulto , Idoso , Biópsia , Epitélio/inervação , Epitélio/metabolismo , Epitélio/patologia , Feminino , Humanos , Pessoa de Meia-Idade , Fibras Nervosas/metabolismo , Diafragma da Pelve/inervação , Diafragma da Pelve/patologia , Incontinência Urinária por Estresse/metabolismo , Incontinência Urinária por Estresse/patologia , Vagina/inervação
17.
Life Sci ; 90(25-26): 1020-6, 2012 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-22677435

RESUMO

AIM: Upregulation of microRNA 16 (miR-16) contributed to the differentiation of human bone marrow mesenchymal stem cells (hMSCs) toward myogenic phenotypes in a cardiac niche, the present study aimed to determine the role of miR-16 in this process. MAIN METHODS: hMSCs and neonatal rat ventricular myocytes were co-cultured indirectly in two chambers to set up a cardiac microenvironment (niche). miRNA expression profile in cardiac-niche-induced hMSCs was detected by miRNA microarray. Cardiac marker expression and cell cycle analysis were determined in different treatment hMSCs. Quantitative real-time PCR and Western blot were used to identify the expression of mRNA, mature miRNA and protein of interest. KEY FINDINGS: miRNA dysregulation was shown in hMSCs after cardiac niche induction. miR-16 was upregulated in cardiac-niche-induced hMSCs. Overexpression of miR-16 significantly increased G1-phase arrest of the cell cycle in hMSCs and enhanced the expression of cardiac marker genes, including GATA4, NK2-5, MEF2C and TNNI3. Differentiation-inducing factor 3 (DIF-3), a G0/G1 cell cycle arrest compound, was used to induce G1 phase arrest in cardiac-niche-induced hMSCs, and the expression of cardiac marker genes was up-regulated in DIF-3-treated hMSCs. The expression of CCND1, CCND2 and CDK6 was suppressed by miR-16 in hMSCs. CDK6, CCND1 or CCND2 knockdown resulted in G1 phase arrest in hMSCs and upregulation of cardiac marker gene expression in hMSCs in a cardiac niche. SIGNIFICANCE: miR-16 enhances G1 phase arrest in hMSCs, contributing to the differentiation of hMSCs toward myogenic phenotypes when in a cardiac niche. This mechanism provides a novel strategy for pre-modification of hMSCs before hMSC-based transplantation therapy for severe heart diseases.


Assuntos
Células da Medula Óssea/fisiologia , Diferenciação Celular/fisiologia , Células-Tronco Mesenquimais/fisiologia , MicroRNAs/biossíntese , Músculos/fisiologia , Miócitos Cardíacos/fisiologia , Fenótipo , Regulação para Cima/genética , Animais , Pontos de Checagem do Ciclo Celular/genética , Técnicas de Cocultura , Humanos , MicroRNAs/genética , Músculos/citologia , Ratos , Adulto Jovem
18.
Mol Biol Rep ; 39(2): 1333-42, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21667244

RESUMO

We investigated whether transplantation of bone marrow mesenchymal stem cells (BMSC) with induced BMSC (iBMSC) or uninduced BMSC (uBMSC) into the myocardium could improve the performance of post-infarcted rat hearts. BMSCs were specified by flowcytometry. IBMSCs were cocultured with rat cardiomyocyte before transplantation. Cells were injected into borders of cardiac scar tissue 1 week after experimental infarction. Cardiac performance was evaluated by echocardiography at 1, 2, and 4 weeks after cellular or PBS injection. Langendorff working-heart and histological studies were performed 4 weeks after treatment. Myogenesis was detected by quantitative PCR and immunofluorescence. Echocardiography showed a nearly normal ejection fraction (EF) in iBMSC-treated rats and all sham control rats but a lower EF in all PBS-treated animals. The iBMSC-treated heart, assessed by echocardiography, improved fractional shortening compared with PBS-treated hearts. The coronary flow (CF) was decreased obviously in PBS and uBMSC-treated groups, but recovered in iBMSC-treated heart at 4 weeks (P < 0.01). Immunofluorescent microscopy revealed co-localization of Superparamagnetic iron oxide (SPIO)-labeled transplanted cells with cardiac markers for cardiomyocytes, indicating regeneration of damaged myocardium. These data provide strong evidence that iBMSC implantation is of more potential to improve infarcted cardiac performance than uBMSC treatment. It will open new promising therapeutic opportunities for patients with post-infarction heart failure.


Assuntos
Transplante de Medula Óssea , Coração/fisiologia , Transplante de Células-Tronco Mesenquimais , Infarto do Miocárdio/terapia , Animais , Diferenciação Celular/fisiologia , Primers do DNA/genética , Ecocardiografia , Citometria de Fluxo , Masculino , Microscopia de Fluorescência , Desenvolvimento Muscular/fisiologia , Miócitos Cardíacos/transplante , Reação em Cadeia da Polimerase , Ratos , Ratos Sprague-Dawley
19.
J Ethnopharmacol ; 137(1): 263-70, 2011 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-21619920

RESUMO

AIM OF THIS STUDY: The panax notoginseng saponins (PNS) have been clinically used for the treatment of cardiovascular diseases and stroke in China. Evidences demonstrated that PNS could protect cardiomyocytes from injury induced by ischemia, but the underlying molecular mechanisms of this protective effect are still unclear. This study was aimed to investigate the protective effect and potential molecular mechanisms of PNS on apoptosis in H9c2 cells in vitro and rat myocardial ischemia injury model in vivo. MATERIALS AND METHODS: H9c2 cells subjected to serum, glucose and oxygen deprivation (SGOD) were used as in vitro models and SD rats subjected to left anterior descending (LAD) coronary artery ligation were used as in vivo models. The anti-apoptotic effect of PNS was evaluated by Annexin V/PI analysis or TUNEL assay. Mitochondrial membrane potential (Δψm) was detected by JC-1 analysis. The expression of Akt and phosphorylated Akt (p-Akt) were detected by western blot assay. RESULTS: PNS exhibited anti-apoptotic effect both in H9c2 cells and in ischemic myocardial tissues. However, the effect was blocked in vitro by LY294002, a specific PI3K inhibitor. The anti-apoptotic effect of PNS was mediated by stabilizing Δψm in H9c2 cells. Furthermore the indices of the left ventricular ejection fractions (EF), left ventricular fractional shortening (FS), left ventricular dimensions at end diastole (LVDd) and left ventricular dimensions at end systole (LVDs) suggested that PNS improved rats cardiac function. PNS significantly increased p-Akt both in H9c2 cells and in ischemic myocardial tissues and this effect was also blocked by LY294002 in H9c2 cells. CONCLUSION: Results of this study suggested that PNS could protect myocardial cells from apoptosis induced by ischemia in both the in vitro and in vivo models through activating PI3K/Akt signaling pathway.


Assuntos
Cardiotônicos/farmacologia , Traumatismo por Reperfusão Miocárdica/prevenção & controle , Miócitos Cardíacos/efeitos dos fármacos , Panax notoginseng , Fosfatidilinositol 3-Quinase/metabolismo , Proteínas Proto-Oncogênicas c-akt/metabolismo , Saponinas/farmacologia , Animais , Anexina A5/metabolismo , Apoptose/efeitos dos fármacos , Western Blotting , Cardiotônicos/isolamento & purificação , Linhagem Celular , Citoproteção , Modelos Animais de Doenças , Ativação Enzimática , Marcação In Situ das Extremidades Cortadas , Masculino , Potencial da Membrana Mitocondrial/efeitos dos fármacos , Traumatismo por Reperfusão Miocárdica/enzimologia , Traumatismo por Reperfusão Miocárdica/patologia , Traumatismo por Reperfusão Miocárdica/fisiopatologia , Miócitos Cardíacos/enzimologia , Miócitos Cardíacos/patologia , Panax notoginseng/química , Inibidores de Fosfoinositídeo-3 Quinase , Fosforilação , Inibidores de Proteínas Quinases/farmacologia , Ratos , Ratos Sprague-Dawley , Recuperação de Função Fisiológica , Saponinas/isolamento & purificação , Transdução de Sinais/efeitos dos fármacos , Volume Sistólico/efeitos dos fármacos , Fatores de Tempo , Função Ventricular Esquerda/efeitos dos fármacos
20.
Cytokine ; 53(1): 35-41, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21030269

RESUMO

Macrophage migration inhibitory factor (MIF) is an inflammatory cytokine associated with the atherosclerotic process and atherosclerotic plaque stability. MIF was shown to be highly expressed in advanced atherosclerotic lesions. Neutralizing MIF with a blocking antibody induced a regression of established atherosclerotic lesions. In this study, we investigated the mechanism underlying the proangiogenic effect of MIF in human umbilical vein endothelial cells (HUVECs). We showed that MIF induced the expression of angiogenesis-related genes in HUVECs. We also showed that MIF induced tube formation of HUVECs in vitro and in vivo. Angiotensin II (Ang II) could specifically up-regulate MIF expression in HUVECs. Using a luciferase reporter assay, we demonstrated that the AP-1 response element in the 5'-UTR of the MIF gene played a role in Ang II-induced MIF expression. Small hairpin RNA (shRNA) targeting c-Jun, a component of AP-1, and the AP-1 inhibitor CHX both efficiently inhibited MIF expression. The consistent result of electrophoretic mobility shift assay (EMSA) showed that Ang II specifically increased AP-1 activation in HUVECs. Our results suggest that AP-1 mediates Ang II-induced MIF expression which contributes to atherosclerotic plaque destabilization in human endothelial cells.


Assuntos
Indutores da Angiogênese/metabolismo , Angiotensina II/farmacologia , Células Endoteliais/efeitos dos fármacos , Células Endoteliais/metabolismo , Fatores Inibidores da Migração de Macrófagos/metabolismo , Neovascularização Fisiológica/efeitos dos fármacos , Fator de Transcrição AP-1/metabolismo , Animais , Sequência de Bases , Extratos Celulares , Núcleo Celular/efeitos dos fármacos , Núcleo Celular/metabolismo , Ensaio de Desvio de Mobilidade Eletroforética , Humanos , Fatores Inibidores da Migração de Macrófagos/genética , Fatores Inibidores da Migração de Macrófagos/farmacologia , Dados de Sequência Molecular , Ratos , Veias Umbilicais/citologia
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