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1.
Heliyon ; 10(5): e26960, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38444486

ABSTRACT

Background: Although many circulating miRNAs (c-miRNAs) are associated with coronary artery disease (CAD), they are far from being the biomarker for CAD diagnosis or risk prediction. Therefore, novel c-miRNAs discovery and validation are still required, especially evaluating their prediction capacity. Objectives: Identify novel CAD-related c-miRNAs and evaluate its risk prediction capacity for CAD. Methods: miRNAs associated with CAD were preliminarily investigated in three paired samples representing pre-CAD stage and CAD stage of three female individuals using the Applied Biosystems miRNA TaqMan® Low-Density Array (TLDA). Then, the candidate miRNAs were further verified in an independent case-control study including 129 CAD patients and 76 controls, and their potential practical value in prediction for CAD was evaluated using a machine learning (ML) algorithm. The accuracy of classification and prediction was assessed with the area under the receiver operating characteristic curve (AUC). Results: TLDA analysis shows that miR-140-3p decreased significantly in CAD-stage (FC = -3.01, P = 0.007). Further study shows that miR-140-3p was significantly lower in CAD group [1.26 (0.68, 2.01)] than in control group [2.07 (1.19, 3.21)] (P < 0.001) and independently associated with CAD (P < 0.001). The addition of miR-140-3p to the variables including smoking history, HDL-c, and APOA1 improved the accuracy of classification by logistic regression and of prediction for CAD by ML models. The ML models built with miR-140-3p and HDL-c, respectively, had a similar prediction accuracy. The feature importance of miR-140-3p and HDL-c in the ML models was also similar. Decision curve analysis showed that miR-140-3p and HDL-c had almost identical net benefits. Conclusion: Reduced levels of miR-140-3p is linked to CAD, and it is possible to use the plasma level of miR-140-3p as a means of evaluating the risk of CAD.

2.
Int J Ophthalmol ; 16(7): 1041-1046, 2023.
Article in English | MEDLINE | ID: mdl-37465512

ABSTRACT

AIM: To evaluate the difference and the correlation between the concentrations of cytokines in the aqueous humor of eyes with macular edema secondary to diabetic retinopathy (DR) or retinal vein occlusion (RVO). METHODS: This is a retrospective case control study. The aqueous humor samples were collected during intravitreal injection of anti-vascular endothelial growth factor (VEGF) for patients diagnosed with macular edema secondary to DR (DME) or RVO (RVO-ME) at Xijing Hospital from August 2021 to July 2022. Meanwhile, aqueous humor samples during vitrectomy from patients with idiopathic macular hole (IMH) were also collected and served as controls. The aqueous humor concentrations of VEGF, platelet-derived factor (PDGF), interleukin (IL)-6, IL-8, IL-18, tumor necrosis factor-α (TNF-α) and monocyte chemoattractant protein 1 (MCP-1) were measured with Human Premixed Multi-Analyte Kit (Luminex). The difference of the aqueous cytokines and the correlation between the two diseases were analyzed. RESULTS: A total of 40 eyes of 38 patients were enrolled in the study, including 13 eyes of 11 DME patients (DME group), 16 eyes of 16 RVO-ME patients (RVO-ME group) and 11 eyes of 11 IMH patients (control group). The VEGF, PDGF, IL-6, IL-8, and MCP-1 levels of the aqueous humor were higher in both DME and RVO-ME groups compared with the control group (all P<0.05), the levels of TNF-α was higher in the DME group than in the control group (P<0.05). The VEGF, IL-6, MCP-1, and TNF-α levels in the aqueous humor were significantly higher in the DR group than those in the RVO group (all P<0.05). Correlation analyses revealed that there were complex positive correlations between IL-6, IL-8, IL-18, MCP-1, and TNF-α levels in the aqueous humor of eyes with two diseases. CONCLUSION: Although ischemic and inflammatory factors are similarly involved in the pathogenesis of DME and RVO-ME, the roles of these factors are more significant or more likely to be activated in DR patients, suggesting different treatment strategies should be considered for the two diseases.

3.
Aging Dis ; 14(2): 331-349, 2023 Apr 01.
Article in English | MEDLINE | ID: mdl-37008050

ABSTRACT

Cell regulatory networks are the determinants of cellular homeostasis. Any alteration to these networks results in the disturbance of cellular homeostasis and induces cells towards different fates. Myocyte enhancer factor 2A (MEF2A) is one of four members of the MEF2 family of transcription factors (MEF2A-D). MEF2A is highly expressed in all tissues and is involved in many cell regulatory networks including growth, differentiation, survival and death. It is also necessary for heart development, myogenesis, neuronal development and differentiation. In addition, many other important functions of MEF2A have been reported. Recent studies have shown that MEF2A can regulate different, and sometimes even mutually exclusive cellular events. How MEF2A regulates opposing cellular life processes is an interesting topic and worthy of further exploration. Here, we reviewed almost all MEF2A research papers published in English and summarized them into three main sections: 1) the association of genetic variants in MEF2A with cardiovascular disease, 2) the physiopathological functions of MEF2A, and 3) the regulation of MEF2A activity and its regulatory targets. In summary, multiple regulatory patterns for MEF2A activity and a variety of co-factors cause its transcriptional activity to switch to different target genes, thereby regulating opposing cell life processes. The association of MEF2A with numerous signaling molecules establishes a central role for MEF2A in the regulatory network of cellular physiopathology.

4.
Front Biosci (Landmark Ed) ; 27(7): 211, 2022 07 04.
Article in English | MEDLINE | ID: mdl-35866398

ABSTRACT

BACKGROUND: Premature coronary artery disease (PCAD) has a poor prognosis and a high mortality and disability rate. Accurate prediction of the risk of PCAD is very important for the prevention and early diagnosis of this disease. Machine learning (ML) has been proven a reliable method used for disease diagnosis and for building risk prediction models based on complex factors. The aim of the present study was to develop an accurate prediction model of PCAD risk that allows early intervention. METHODS: We performed retrospective analysis of single nucleotide polymorphisms (SNPs) and traditional cardiovascular risk factors (TCRFs) for 131 PCAD patients and 187 controls. The data was used to construct classifiers for the prediction of PCAD risk with the machine learning (ML) algorithms LogisticRegression (LRC), RandomForestClassifier (RFC) and GradientBoostingClassifier (GBC) in scikit-learn. Three quarters of the participants were randomly grouped into a training dataset and the rest into a test dataset. The performance of classifiers was evaluated using area under the receiver operating characteristic curve (AUC), sensitivity and concordance index. R packages were used to construct nomograms. RESULTS: Three optimized feature combinations (FCs) were identified: RS-DT-FC1 (rs2259816, rs1378577, rs10757274, rs4961, smoking, hyperlipidemia, glucose, triglycerides), RS-DT-FC2 (rs1378577, rs10757274, smoking, diabetes, hyperlipidemia, glucose, triglycerides) and RS-DT-FC3 (rs1169313, rs5082, rs9340799, rs10757274, rs1152002, smoking, hyperlipidemia, high-density lipoprotein cholesterol). These were able to build the classifiers with an AUC >0.90 and sensitivity >0.90. The nomograms built with RS-DT-FC1, RS-DT-FC2 and RS-DT-FC3 had a concordance index of 0.94, 0.94 and 0.90, respectively, when validated with the test dataset, and 0.79, 0.82 and 0.79 when validated with the training dataset. Manual prediction of the test data with the three nomograms resulted in an AUC of 0.89, 0.92 and 0.83, respectively, and a sensitivity of 0.92, 0.96 and 0.86, respectively. CONCLUSIONS: The selection of suitable features determines the performance of ML models. RS-DT-FC2 may be a suitable FC for building a high-performance prediction model of PCAD with good sensitivity and accuracy. The nomograms allow practical scoring and interpretation of each predictor and may be useful for clinicians in determining the risk of PCAD.


Subject(s)
Cardiovascular Diseases , Coronary Artery Disease , Hyperlipidemias , Coronary Artery Disease/diagnosis , Coronary Artery Disease/genetics , Glucose , Heart Disease Risk Factors , Humans , Machine Learning , Retrospective Studies , Risk Factors , Triglycerides
5.
Aging (Albany NY) ; 11(11): 3768-3784, 2019 06 10.
Article in English | MEDLINE | ID: mdl-31182679

ABSTRACT

Myocyte enhancer factor 2A (MEF2A) dysfunction is closely related to the occurrence of senile diseases such as cardiocerebrovascular diseases, but the underlying molecular mechanism is unclear. Here, we studied the effects of MEF2A on the senescent phenotype of vascular endothelial cells (VEC) and downstream signaling pathway, and the association between plasma MEF2A levels and coronary artery disease (CAD). Results showed that MEF2A silencing promoted cell senescence and down-regulated PI3K/p-AKT/Sirtuin 1 (SIRT1) expression. MEF2A overexpression delayed cell senescence and up-regulated PI3K/p-AKT/SIRT1. Hydrogen peroxide (H2O2) treatment induced cellular senescence and down-regulated the expression of MEF2A and PI3K/p-AKT/SIRT1. MEF2A overexpression inhibited cellular senescence and the down-regulation of PI3K/p-AKT/SIRT1 induced by H2O2. Further study revealed that MEF2A directly up-regulated the expression of PIK3CA and PIK3CG through MEF2 binding sites in the promoter region. Pearson correlation and logistic regression analysis showed that the plasma level of MEF2A was negatively correlated with CAD, and with age in the controls. These results suggested that MEF2A can directly up-regulate PI3K gene expression, and one of the molecular mechanisms of delaying effect of MEF2A on VEC cell senescence was SIRT1-expression activation through the PI3K/p-Akt pathway. Moreover, the plasma MEF2A levels may be a potential biomarker for CAD risk prediction.


Subject(s)
Cellular Senescence/physiology , Coronary Artery Disease/metabolism , Endothelial Cells/metabolism , Signal Transduction/physiology , Aged , Cellular Senescence/drug effects , Coronary Artery Disease/blood , Down-Regulation/drug effects , Endothelial Cells/drug effects , Female , Humans , Hydrogen Peroxide/pharmacology , MEF2 Transcription Factors/blood , MEF2 Transcription Factors/metabolism , Male , Middle Aged , Phosphatidylinositol 3-Kinases/metabolism , Phosphorylation/drug effects , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction/drug effects , Sirtuin 1/metabolism
6.
Stem Cell Res Ther ; 9(1): 151, 2018 05 30.
Article in English | MEDLINE | ID: mdl-29848383

ABSTRACT

BACKGROUND: Aging is one of the key factors that regulate the function of human bone marrow mesenchymal stem cells (hBM-MSCs) and related changes in microRNA (miRNA) expression. However, data reported on aging-related miRNA changes in hBM-MSCs are limited. METHODS: We demonstrated previously that miR-10a is significantly decreased in aged hBM-MSCs and restoration of the miR-10a level attenuated cell senescence and increased the differentiation capacity of aged hBM-MSCs by repressing Krüpple-like factor 4 (KLF4). In the present study, miR-10a was overexpressed or KLF4 was downregulated in old hBM-MSCs by lentiviral transduction. The hypoxia-induced apoptosis, cell survival, and cell paracrine function of aged hBM-MSCs were investigated in vitro. In vivo, miR-10a-overexpressed or KLF4-downregulated old hBM-MSCs were implanted into infarcted mouse hearts after myocardial infarction (MI). The mouse cardiac function of cardiac angiogenesis was measured and cell survival of aged hBM-MSCs was investigated. RESULTS: Through lentivirus-mediated upregulation of miR-10a and downregulation of KLF4 in aged hBM-MSCs in vitro, we revealed that miR-10a decreased hypoxia-induced cell apoptosis and increased cell survival of aged hBM-MSCs by repressing the KLF4-BAX/BCL2 pathway. In vivo, transplantation of miR-10a-overexpressed aged hBM-MSCs promoted implanted stem cell survival and improved cardiac function after MI. Mechanistic studies revealed that overexpression of miR-10a in aged hBM-MSCs activated Akt and stimulated the expression of angiogenic factors, thus increasing angiogenesis in ischemic mouse hearts. CONCLUSIONS: miR-10a rejuvenated aged hBM-MSCs which improved angiogenesis and cardiac function in injured mouse hearts.


Subject(s)
Mesenchymal Stem Cells/physiology , MicroRNAs/metabolism , Myocardial Infarction/therapy , Aging , Animals , Humans , Kruppel-Like Factor 4 , Kruppel-Like Transcription Factors , Mice
7.
Medicine (Baltimore) ; 95(52): e4778, 2016 Dec.
Article in English | MEDLINE | ID: mdl-28033243

ABSTRACT

Four risk scores for stratifying patients with chest pain presenting to emergency departments (EDs) (namely Thrombolysis in myocardial infarction [TIMI], Global registry for acute coronary events [GRACE], Banach and HEART) have been developed in Western settings but have never been compared and validated in Chinese patients. We aimed to find out to the number of MACE within 7 days, 30 days, and 6 months after initial ED presentation, and also to compare the prognostic performance of these scores in Chinese patients with suspected cardiac chest pain (CCP) to predict 7-day, 30-day, and 6-month major adverse cardiac events (MACE).A prospective 2-center observational cohort study of consecutive patients presenting with chest pain to the EDs of 2 university hospitals in Guangdong and Hong Kong from 17 March 2012 to 14 August 2013 was conducted. Patients aged ≥18 years with suspected CCP but without ST-segment elevation myocardial infarction (STEMI) were recruited.Of 833 enrolled patients (mean age 65.1 years, SD14.5; 55.6% males), 121 (14.5%) experienced MACE within 6 months (4.8% with safety outcomes and 10.3% with effectiveness outcomes). The HEART score had the largest area under the receiver operating characteristic (ROC) curve for predicting MACE at 7-day, 30-day, and 6-month follow-up [area under curve (AUC) = 0.731, 0.726, and 0.747, respectively. The HEART score also had the largest AUC for predicting effectiveness outcome (AUC = 0.715, 0.704, and 0.721, respectively). However, there was no significant difference in AUC between HEART and TIMI scores. Banach had the largest AUC for predicting safety outcome (AUC = 0.856, 0.837, and 0.850, respectively).The HEART score performed better than the GRACE and Banach scores to predict total MACE and effectiveness outcome in Chinese patients with suspected CCP, whereas the Banach score best predicted safety outcomes.


Subject(s)
Chest Pain/etiology , Myocardial Infarction/epidemiology , Percutaneous Coronary Intervention/statistics & numerical data , Predictive Value of Tests , Acute Coronary Syndrome/complications , Acute Coronary Syndrome/diagnosis , Aged , Area Under Curve , Arrhythmias, Cardiac/therapy , China/epidemiology , Emergency Service, Hospital , Female , Humans , Male , Middle Aged , Prognosis , Prospective Studies , ROC Curve , Risk Assessment/methods , Time Factors
8.
Acta Pharmacol Sin ; 36(4): 440-7, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25832424

ABSTRACT

AIM: The receptor for advanced glycation end-products (RAGE) plays an important role in development of atherosclerosis, and C-reactive protein (CRP) has been found to stimulate its expression in endothelial cells. In this study we investigated how CRP regulated the expression of RAGE in human coronary artery endothelial cells (HCAECs). METHODS: HCAECs were treated in vitro with CRP (50 µg/mL) in combination with a variety of inhibitors. ROS generation was determined by immunocytochemistry and flow cytometry. The RAGE expression and phosphorylation of relevant signaling proteins were measured using Western blot analyses. RESULTS: CRP stimulated the expression of RAGE in the cells, accompanied by markedly increased ROS generation, phosphorylation of ERK1/2 and NF-κB p65, as well as translocation of NF-κB p65 to the nuclei. CRP also stimulated phosphorylation of JNK and p38 MAPK. Pretreatment of the cells with the ROS scavenger N-acetyl-L-cysteine, ERK inhibitor PD98059 or NF-κB inhibitor PDTC blocked CRP-stimulated RAGE expression, but pretreatment with the NADPH oxidase inhibitor DPI, JNK inhibitor SP600125 or p38 MAPK inhibitor SB203580 did not significantly alter CRP-stimulated RAGE expression. CONCLUSION: CRP stimulates RAGE expression in HCAECs in vitro via ROS generation and activation of the ERK/NF-κB signaling pathway.


Subject(s)
C-Reactive Protein/immunology , Endothelial Cells/immunology , MAP Kinase Signaling System , NF-kappa B/immunology , Reactive Oxygen Species/immunology , Receptors, Immunologic/immunology , Cells, Cultured , Coronary Vessels/cytology , Coronary Vessels/drug effects , Coronary Vessels/immunology , Endothelial Cells/drug effects , Humans , MAP Kinase Signaling System/drug effects , NF-kappa B/analysis , NF-kappa B/antagonists & inhibitors , Receptor for Advanced Glycation End Products , Receptors, Immunologic/analysis , Signal Transduction/drug effects
9.
Hum Immunol ; 73(1): 122-6, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22122841

ABSTRACT

The pathogenesis of coronary artery disease (CAD) is closely associated with inflammation, in which human leukocyte antigens (HLA), especially HLA-DR molecules, play important roles. However, whether various HLA-DRB1 alleles can contribute differing susceptibility to CAD has not been elucidated. In this study, we demonstrated a significantly lower frequency of HLA-DRB1*12:02:01 in the CAD group (9.82%) than in controls (18.22%) after age adjustment (odds ratio [OR] = 0.489, p = 0.0036). Logistic regression analysis indicated that carriers of HLA-DRB1*12:02:01 exhibited a lower risk of CAD events after adjustment for age, gender, and other confounders (p = 0.014, OR = 0.526 [95% confidence interval 0.314-0.878]). The female carriers of HLA-DRB1*12:02:01 exhibited a much lower risk of CAD events both before (OR = 0.424, p = 0.0387) and after age adjustment (OR = 0.302, p = 0.0058). In another female cohort, the frequency of HLA-DRB1*12:02:01 also differed between the female CAD group (8.23%) and the female controls (18.75%; OR = 0.389, p = 0.0116). Further analysis indicated that HLA-DRB1*12:02:01 was not frequent in participants with premature CAD or more diseased blood vessels. In summary, our data demonstrate that HLA-DRB1*12:02:01 plays a protective role against CAD in southern Han Chinese, especially in females. The mechanism behind the protective effect requires further exploration.


Subject(s)
Asian People/genetics , Coronary Artery Disease/genetics , Genetic Predisposition to Disease/genetics , HLA-DRB1 Chains/genetics , Age Factors , Aged , Alleles , Case-Control Studies , China , Cohort Studies , Coronary Artery Disease/ethnology , Female , Gene Frequency , Genotype , Humans , Logistic Models , Male , Middle Aged , Odds Ratio , Risk Factors , Sex Factors
10.
Zhonghua Yan Ke Za Zhi ; 45(5): 402-5, 2009 May.
Article in Chinese | MEDLINE | ID: mdl-19576061

ABSTRACT

OBJECTIVE: To evaluate the effects of scleral buckling combined with intravitreal gas injection for the treatment of retinal detachment in selected eyes which had undergone vitrectomy but without silicon oil tamponade. METHODS: This was a retrospective observational case series. Including 52 eyes of 52 selected patients. All patients had undergone vitrectomy without silicon oil tamponade as the first surgery for the treatment of various vitreoretinal diseases. After the failure of the first surgery, scleral buckling combined with intravitreal gas injection were performed for the treatment of retinal detachment in Xijing Hospital between January 2001 and May 2004. The scleral buckling was used in all surgeries and using radial placement of a silicon sponge or circumferential placement of solid silicon combined with an encircling band. During the surgery, all breaks were carefully marked to ensure they were on the crest or anterior slope of the buckle. Air or C(3)F(8) gas was injected intravitreously. The reattachment rate, visual outcome, and postoperative complications were investigated. RESULT: After a six-month to three-year follow-up period, the reattachment rate was 69.2% (36/52 cases). Further vitrectomy surgeries were needed for other 16 eyes. The visual acuity was improved in 32 eyes (61.5%), three eyes (23.1%) with no change, and 8 eyes (15.4%) decreased. Macular epiretinal membrane happened postoperatively in one eye, and cataract was found in another case. There is no serious complications. CONCLUSIONS: Scleral buckling combined with intravitreal gas injection is an effective procedure for the treatment of retinal detachment in vitrectomized eyes without silicon oil tamponade. The rate of secondary vitrectomy also can be reduced.


Subject(s)
Retinal Detachment/surgery , Sclera/surgery , Scleral Buckling/methods , Adolescent , Adult , Child , Female , Humans , Male , Middle Aged , Reoperation , Retinal Detachment/etiology , Retrospective Studies , Treatment Outcome , Vitrectomy/adverse effects , Vitreous Body , Young Adult
11.
Curr Eye Res ; 33(1): 101-7, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18214747

ABSTRACT

PURPOSE: To investigate whether rhegmatogenous retinal detachment (RRD) alters intraocular soluble syndecan-1 levels. METHODS: In all, 39 samples of subretinal fluid (SRF) and 10 samples of vitreous fluid from RRD patients were collected. Using ELISA, soluble syndecan-1 levels were detected, and potential correlations between syndecan-1 levels with clinical parameters were analyzed. RESULTS: Soluble syndecan-1 in the vitreous fluid (2.577+/-0.578 ng/ml) and in the SRF (1.499+/-0.184 ng/ml) from eyes with RRD enhanced significantly compared to that of the controls (0.224+/-0.095 ng/ml) (p<0.0001 and p=0.006). An increase in the syndecan-1 concentrations in SRF samples correlated with a longer duration of retinal detachment (r=0.716, p<0.0001) and a younger age (r= -0.341, p=0.017). CONCLUSIONS: RRD was found to be associated with a significant increase of soluble syndecan-1 in the vitreous fluid and SRF. In SRF, an enhanced soluble syndecan-1 concentration correlated positively with the duration of retinal detachment and inversely with the age of patients.


Subject(s)
Extracellular Fluid/metabolism , Retinal Detachment/metabolism , Syndecan-1/metabolism , Vitreous Body/metabolism , Adolescent , Adult , Aged , Enzyme-Linked Immunosorbent Assay , Female , Humans , Male , Middle Aged
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