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1.
Mol Cell Neurosci ; : 103973, 2024 Sep 25.
Artículo en Inglés | MEDLINE | ID: mdl-39332617

RESUMEN

BACKGROUND: Demyelinating diseases, including multiple sclerosis (MS) and spinal cord injury (SCI), lead to significant neurological deficits primarily due to the loss of oligodendrocytes (OLs). Bone Morphogenetic Protein 7 (BMP7) is expressed abundantly in the central nervous system and previous studies showed its protective effect in reducing OL loss. In this study, we aim to explore BMP7's potential as a biomarker and therapeutic target for demyelinating diseases by investigating its expression and effects on OLs and myelin sheath integrity. METHOD: We analyzed multiple Gene Expression Omnibus datasets for BMP7 expression profiles in demyelinating conditions such as MS and SCI. Experimentally, we employed a BMP7 knockdown model in rat spinal cords using adeno-associated virus8 vectors to specifically reduce BMP7 expression. Western blotting, immunofluorescence, and Nissl staining were used to assess the effect on OL and other types of cells. The structure of myelin sheath and locomotor function were evaluated using transmission electron microscopy and BBB scores, and statistical analysis included ROC curves and ANOVA to evaluate BMP7's diagnostic and therapeutic potential. RESULTS: BMP7 expression consistently decreased across various demyelinating models, and BMP7 knockdown led to increased OL apoptosis through the Smad1/5/9 pathway, with no apparent effect on other cell types. This reduction in OLs was associated with myelin degeneration, axonal damage, and impaired motor function. CONCLUSION: The study confirms BMP7's significant involvement in the pathophysiology of demyelinating diseases and supports its potential as a therapeutic target or biomarker. Future research should focus on therapeutic strategies to enhance BMP7 function and further investigate the mechanisms by which BMP7 supports myelin integrity.

2.
Proc Natl Acad Sci U S A ; 119(1)2022 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-34930823

RESUMEN

Coxiella burnetii is a bacterial pathogen that replicates within host cells by establishing a membrane-bound niche called the Coxiella-containing vacuole. Biogenesis of this compartment requires effectors of its Dot/Icm type IV secretion system. A large cohort of such effectors has been identified, but the function of most of them remain elusive. Here, by a cell-based functional screening, we identified the effector Cbu0513 (designated as CinF) as an inhibitor of NF-κB signaling. CinF is highly similar to a fructose-1,6-bisphosphate (FBP) aldolase/phosphatase present in diverse bacteria. Further study reveals that unlike its ortholog from Sulfolobus tokodaii, CinF does not exhibit FBP phosphatase activity. Instead, it functions as a protein phosphatase that specifically dephosphorylates and stabilizes IκBα. The IκBα phosphatase activity is essential for the role of CinF in C. burnetii virulence. Our results establish that C. burnetii utilizes a protein adapted from sugar metabolism to subvert host immunity.


Asunto(s)
Proteínas Bacterianas , Coxiella burnetii , Fosfoproteínas Fosfatasas , Fiebre Q , Transducción de Señal , Factores de Virulencia , Animales , Proteínas Bacterianas/genética , Proteínas Bacterianas/inmunología , Chlorocebus aethiops , Coxiella burnetii/genética , Coxiella burnetii/inmunología , Coxiella burnetii/patogenicidad , Células HEK293 , Células HeLa , Humanos , FN-kappa B/genética , FN-kappa B/inmunología , Fosfoproteínas Fosfatasas/genética , Fosfoproteínas Fosfatasas/inmunología , Fiebre Q/genética , Fiebre Q/inmunología , Transducción de Señal/genética , Transducción de Señal/inmunología , Células Vero , Factores de Virulencia/genética , Factores de Virulencia/inmunología
3.
Macromol Rapid Commun ; : e2400491, 2024 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-39234916

RESUMEN

Electrochemistry has been widely used in energy storage, metallurgy, chemical synthesis and other fields since its birth using electricity as one of the cheapest reagents. However, compared with the revival of electrochemical synthesis of small molecules, the electrochemical polymerization for preparing macromolecules is still rudimentary due to formidable challenges. Herein, A unique electrochemical polymerization is disclosed between CS2 and diamines at room temperature in an electrolyte-free manner to access poly thioureas. Polythioureas have high selectivity for four metal ions, including Au3+, Ag+, Pt4+, and Hg2+, and can be used as an efficient adsorbent for recovering gold from metal waste.

4.
Environ Res ; 245: 117963, 2024 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-38135099

RESUMEN

The optimal design of environmental instruments demands a balance between environmental enhancement and economic growth. Utilizing microdata from the China Environmental Statistics Database and the China Industrial Firm Database, this study employs the difference-in-differences (DD) methodology to explore the dual effects of the SO2 Emissions Trading Scheme (ETS) on the environmental and economic performance of micro-firms. The findings suggest that: (1) The SO2 ETS not only induces emission reduction effects among firms in pilot areas but also improves their industrial added value. (2) The SO2 ETS exhibits heterogeneous impacts across firms of diverse ownership, export status, and size. (3) While the SO2 ETS prompts firms to advance technologically, boosting desulfurization capacities and subsequently enhancing total factor productivity, it also inadvertently results in companies offsetting some environmental compliance costs by curtailing employee wages.


Asunto(s)
Industrias , Dióxido de Azufre , China , Costos y Análisis de Costo , Desarrollo Económico , Carbono/análisis
5.
BMC Psychiatry ; 24(1): 182, 2024 Mar 05.
Artículo en Inglés | MEDLINE | ID: mdl-38443831

RESUMEN

BACKGROUND: The relationship between handgrip strength (HGS) and depression in patients undergoing hemodialysis (HD) was unknown. Therefore, we aimed to clarify this association in a cohort of patients. METHODS: HGS was used as a representative indicator of muscle strength and was measured with a handheld dynamometer. Depressive symptoms were assessed with the self-reported Patient Health Questionnaire-9. A multivariable logistic regression model and restricted cubic spline analysis were used to assess the relationship between HGS and depression. RESULTS: The prevalence of depression in our study was 34% in 568 Chinese patients undergoing HD. Compared with patients in the lowest tertiles of absolute and weighted HGS, patients in the highest tertiles of HGS had an approximately 59% lower [odds ratio (OR) = 0.41, 95% confidence interval (CI) = 0.24-0.68; OR = 0.41, 95%CI = (0.24-0.69)] prevalence of depressive symptoms after multivariate adjustments. Besides, the risk of depression in hemodialysis patients decreased by 33% (OR = 0.67, 95%CI = 0.53-0.85) and 32% (OR = 0.68, 95%CI = 0.54-0.85) for each standard deviation increase in absolute HGS and weighted HGS, respectively. The prevalence of depressive symptoms decreased with both increasing absolute HGS and weighted HGS after multivariate adjustments (p for trend < 0.05). Furthermore, a linear dose-response relationship was observed between absolute HGS and weighted HGS and the prevalence of depressive symptoms (pnonlinearity>0.05). CONCLUSIONS: This study suggests that lower handgrip strength, a simple and modifiable parameter, is associated with a higher prevalence of depression in Chinese patients undergoing HD. Considering that depression is often unrecognized or underdiagnosed in HD patients, lowered muscle strength should be an important indicator and incentive for medical staff to screen for depression.


Asunto(s)
Depresión , Fuerza de la Mano , Humanos , Estudios Transversales , Depresión/epidemiología , Diálisis Renal , China/epidemiología
6.
Chaos ; 34(8)2024 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-39177961

RESUMEN

In reality, pairwise interactions are no longer sufficient to describe the higher-order interactions between nodes, such as brain networks, social networks, etc., which often contain groups of three or more nodes. Since the failure of one node in a high-order network can lead to the failure of all simplices in which it is located and quickly propagates to the whole system through the interdependencies between networks, multilayered high-order interdependent networks are challenged with high vulnerability risks. To increase the robustness of higher-order networks, in this paper, we proposed a theoretical model of a two-layer partial high-order interdependent network, where a proportion of reinforced nodes are introduced that can function and support their simplices and components, even losing connection with the giant component. We study the order parameter of the proposed model, including the giant component and functional components containing at least one reinforced node, via theoretical analysis and simulations. Rich phase transition phenomena can be observed by varying the density of 2-simplices and the proportion of the network's reinforced nodes. Increasing the density of 2-simplices makes a double transition appear in the network. The proportion of reinforced nodes can alter the type of second transition of the network from discontinuous to continuous or transition-free, which is verified on the double random simplicial complex, double scale-free simplicial complex, and real-world datasets, indicating that reinforced nodes can significantly enhance the robustness of the network and can prevent networks from abrupt collapse. Therefore, the proposed model provides insights for designing robust interdependent infrastructure networks.

7.
Entropy (Basel) ; 26(8)2024 Aug 16.
Artículo en Inglés | MEDLINE | ID: mdl-39202163

RESUMEN

Prior research on cascading failures within interdependent networks has predominantly emphasized the coupling of nodes. Nevertheless, in practical networks, interactions often exist not just through the nodes themselves but also via the connections (edges) linking them, a configuration referred to as edge-coupled interdependent networks. Past research has shown that introducing a certain percentage of reinforced nodes or connecting edges can prevent catastrophic network collapses. However, the effect of reinforced inter-layer links in edge-coupled interdependent networks has yet to be addressed. Here, we develop a theoretical framework for studying percolation models in edge-coupled interdependent networks by introducing a proportion of reinforced inter-layer links and deriving detailed expressions for the giant and finite components and the percolation phase transition threshold. We find that there exists a required minimum proportion of the reinforced inter-layer links to prevent abrupt network collapse, which serves as a boundary to distinguish different phase transition types of a network. We provide both analytical and numerical solutions for random and scale-free networks, demonstrating that the proposed method exhibits superior reinforcement efficiency compared to intra-layer link reinforcement strategies. Theoretical analysis, simulation results, and real network systems validate our model and indicate that introducing a specific proportion of reinforced inter-layer links can prevent abrupt system failure and enhance network robustness in edge-coupled interdependent networks.

8.
Neurochem Res ; 48(9): 2687-2700, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37071344

RESUMEN

Excessive activation of pro-inflammatory (M1) microglia phenotypes after spinal cord injury (SCI) disrupts tissue repair and increases the risk of secondary SCI. We previously reported that adeno-associated virus (AAV) mediated delivery of bone morphogenetic protein 7 (BMP7) promotes functional recovery after SCI by reducing oligodendrocyte loss and demyelination; however, little is known about the early effects of BMP7 in ameliorating neuroinflammation in the acute SCI phase. Herein, we demonstrate that treatment with recombinant human BMP7 (rhBMP7) suppresses the viability of LPS-induced HMC3 microglia cells and increases the proportion with the M2 phenotype. Consistently, in a rat SCI model, rhBMP7 decreases the activation of microglia and promotes M2 polarization. After rhBMP7 administration, the STAT3 signaling pathway was activated in LPS-induced HMC3 cells and microglia in spinal cord lesions. Furthermore, the levels of TNF-α and IL-1ß were significantly decreased in cell culture supernatants, lesion sites of injured spinal cords, and cerebrospinal fluid circulation after rhBMP7 administration, thus reducing neuron loss in the injured spinal cord and promoting functional recovery after SCI. These results provide insight into the immediate early mechanisms by which BMP7 may ameliorate the inflammation response to secondary SCI.


Asunto(s)
Microglía , Traumatismos de la Médula Espinal , Humanos , Ratas , Animales , Microglía/metabolismo , Enfermedades Neuroinflamatorias , Inflamación/metabolismo , Proteína Morfogenética Ósea 7/metabolismo , Proteína Morfogenética Ósea 7/farmacología , Lipopolisacáridos/toxicidad , Traumatismos de la Médula Espinal/patología , Médula Espinal/metabolismo , Factor de Transcripción STAT3/metabolismo
9.
BMC Nephrol ; 24(1): 170, 2023 06 13.
Artículo en Inglés | MEDLINE | ID: mdl-37312042

RESUMEN

BACKGROUND: The association between serum ß2-microglobulin (ß2M) levels and the risk of all-cause and cardiovascular disease (CVD) mortality and the incidence of cardiovascular events (CVEs) in patients undergoing maintenance hemodialysis (MHD) is inconclusive. Furthermore, no study has been performed in China on the significance of serum ß2M levels in MHD patients. Therefore, this study investigated the aforementioned association in MHD patients. METHODS: In this prospective cohort study, 521 MHD patients were followed at Dalian Municipal Central Hospital affiliated with Dalian University of Technology from December 2019 to December 2021. The serum ß2M levels were categorized into three tertiles, and the lowest tertile served as the reference group. Survival curves were calculated by the Kaplan-Meier method. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using Cox proportional hazard models. Sensitivity analysis was performed by excluding patients with CVD at baseline. RESULTS: During the follow-up period of 21.4 ± 6.3 months, there were 106 all-cause deaths, of which 68 were caused by CVD. When excluding CVD patients at baseline, there were 66 incident CVEs. Kaplan-Meier analysis revealed that the risk of all-cause and CVD mortality in the highest tertile of serum ß2M levels was significantly higher than that in the lowest tertile (P < 0.05), but not for the CVEs (P > 0.05). After adjusting for potential confounders, serum ß2M levels were positively associated with the risk of all-cause (HR = 2.24, 95% CI = 1.21-4.17) and CVD (HR = 2.54, 95% CI = 1.19-5.43) mortality, and a linear trend was evident (P < 0.05). Besides, the results of sensitivity analysis were consistent with the main findings. However, we didn't observed the significant association between serum ß2M levels and CVEs (P > 0.05). CONCLUSION: The serum ß2M level may be a significant predictor of the risk of all-cause and CVD mortality in MHD patients. Further studies are needed to confirm this finding.


Asunto(s)
Enfermedades Cardiovasculares , Microglobulina beta-2 , Humanos , Pueblo Asiatico , Enfermedades Cardiovasculares/mortalidad , Pueblos del Este de Asia , Estudios Prospectivos , Diálisis Renal/mortalidad , Microglobulina beta-2/sangre
10.
Entropy (Basel) ; 25(1)2023 Jan 05.
Artículo en Inglés | MEDLINE | ID: mdl-36673253

RESUMEN

Telecom fraud detection is of great significance in online social networks. Yet the massive, redundant, incomplete, and uncertain network information makes it a challenging task to handle. Hence, this paper mainly uses the correlation of attributes by entropy function to optimize the data quality and then solves the problem of telecommunication fraud detection with incomplete information. First, to filter out redundancy and noise, we propose an attribute reduction algorithm based on max-correlation and max-independence rate (MCIR) to improve data quality. Then, we design a rough-gain anomaly detection algorithm (MCIR-RGAD) using the idea of maximal consistent blocks to deal with missing incomplete data. Finally, the experimental results on authentic telecommunication fraud data and UCI data show that the MCIR-RGAD algorithm provides an effective solution for reducing the computation time, improving the data quality, and processing incomplete data.

11.
Entropy (Basel) ; 25(1)2023 Jan 11.
Artículo en Inglés | MEDLINE | ID: mdl-36673291

RESUMEN

With the rapid evolution of mobile communication networks, the number of subscribers and their communication practices is increasing dramatically worldwide. However, fraudsters are also sniffing out the benefits. Detecting fraudsters from the massive volume of call detail records (CDR) in mobile communication networks has become an important yet challenging topic. Fortunately, Graph neural network (GNN) brings new possibilities for telecom fraud detection. However, the presence of the graph imbalance and GNN oversmoothing problems makes fraudster detection unsatisfactory. To address these problems, we propose a new fraud detector. First, we transform the user features with the help of a multilayer perceptron. Then, a reinforcement learning-based neighbor sampling strategy is designed to balance the number of neighbors of different classes of users. Next, we perform user feature aggregation using GNN. Finally, we innovatively treat the above augmented GNN as weak classifier and integrate multiple weak classifiers using the AdaBoost algorithm. A balanced focal loss function is also used to monitor the model training error. Extensive experiments are conducted on two open real-world telecom fraud datasets, and the results show that the proposed method is significantly effective for the graph imbalance problem and the oversmoothing problem in telecom fraud detection.

12.
BMC Med Res Methodol ; 22(1): 220, 2022 08 10.
Artículo en Inglés | MEDLINE | ID: mdl-35948868

RESUMEN

BACKGROUND: To identify and describe the use of the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) approach for rating the certainty of systematic reviews (SRs) evidence published in urology and nephrology journals. METHODS: SRs that were published in the top ten "urology and nephrology" journals with the highest impact factor according to the 2020 Journal Citation Reports (covering 2016-2020) were systematically searched and evaluated using the GRADE approach. RESULTS: A total of 445 SRs were researched. Sixty SRs of randomized control trials (RCTs) and/or non-randomized studies (NRSs) were evaluated using the GRADE approach. Forty-nine SRs (11%) rated the outcome-specific certainty of evidence (n = 29 in 2019-2020). We identified 811 certainty of evidence outcome ratings (n = 544 RCT ratings) as follows: very low (33.0%); low (32.1%); moderate (24.5%); and high (10.4%). Very low and high certainty of evidence ratings accounted for 55.0% and 0.4% of ratings in SRs of NRSs compared to 23.0% and 15.3% in SRs of RCTs. The certainty of evidence for RCTs and NRSs was downgraded most often for risk of bias and imprecision. CONCLUSIONS: We recommend increased emphasis on acceptance of the GRADE approach, as well as optimal use of the GRADE approach, in the synthesis of urinary tract evidence.


Asunto(s)
Nefrología , Publicaciones Periódicas como Asunto , Urología , Enfoque GRADE , Humanos , Factor de Impacto de la Revista , Revisiones Sistemáticas como Asunto
13.
Cereb Cortex ; 31(1): 301-311, 2021 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-32946557

RESUMEN

The presence of heterogeneity/subgroups in infants and older populations against single-domain brain or behavioral measures has been previously characterized. However, few attempts have been made to explore heterogeneity at the brain-behavior relationship level. Such a hypothesis posits that different subgroups of infants may possess qualitatively different brain-behavior relationships that could ultimately contribute to divergent developmental outcomes even with relatively similar brain phenotypes. In this study, we aimed to explore such relationship-level heterogeneity and delineate the subgrouping structure of newborns with differential brain-behavior associations based on a typically developing sample of 81 infants with 3-week resting-state functional magnetic resonance imaging scans and 4-year intelligence quotient (IQ) measures. Our results not only confirmed the existence of relationship-level heterogeneity in newborns but also revealed divergent developmental outcomes associated with two subgroups showing similar brain functional connectivity but contrasting brain-behavior relationships. Importantly, further analyses unveiled an intriguing pattern that the subgroup with higher 4-year IQ outcomes possessed brain-behavior relationships that were congruent to their functional connectivity pattern in neonates while the subgroup with lower 4-year IQ not, providing potential explanations for the observed IQ differences. The characterization of heterogeneity at the brain-behavior relationship level may not only improve our understanding of the patterned intersubject variability during infancy but could also pave the way for future development of heterogeneity-inspired, personalized, subgroup-specific models for better prediction.


Asunto(s)
Conducta/fisiología , Encéfalo/crecimiento & desarrollo , Cognición/fisiología , Vías Nerviosas/crecimiento & desarrollo , Encéfalo/fisiología , Mapeo Encefálico/métodos , Femenino , Humanos , Lactante , Recién Nacido , Pruebas de Inteligencia , Imagen por Resonancia Magnética/métodos , Masculino , Vías Nerviosas/fisiología
14.
Nephrology (Carlton) ; 27(4): 376-382, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-34841612

RESUMEN

AIM: Indoxyl sulphate (IS), a protein-bound uremic toxin that dramatically increases in the sera of patients with end-stage renal disease (ESRD), is poorly removed by conventional haemodialysis (HD). The purpose of this study was to explore whether the addition of water-soluble sorbent poly-ß-cyclodextrins (PCDs) to dialysate can increase the clearance of IS in uremic rats in vivo. METHODS: Male SD rats (450-550 g, n = 18) with nephrectomy plus IS injection (10-mg/kg) were randomly divided into three groups: 1. The HD group (n = 6): conventional HD for 4 h; 2. the 2% PCD group: 2% PCD added to the dialysate, HD for 4 h; and 3. the 4% PCD group: 4% PCD added to the dialysate, HD for 4 h. The serum IS levels in model rats were similar to those of ESRD patients. A stable and safe rat HD treatment mode was established by adjusting the vascular access, blood flow rate, dialysate flow rate, dialysis pipe, dialysate configuration, temperature, treatment environment, and other aspects. RESULTS: Our study found that adding 2% PCD to dialysate significantly improved the clearance of IS approximately twofold compared with conventional HD. Further increasing the PCD concentration to 4% did not increase IS clearance. CONCLUSION: Therefore, our study showed that adding water-soluble sorbent PCDs to dialysate significantly improved the clearance of IS in uremic rats in vivo.


Asunto(s)
Fallo Renal Crónico , beta-Ciclodextrinas , Animales , Masculino , Ratas , Soluciones para Diálisis , Indicán , Fallo Renal Crónico/terapia , Ratas Sprague-Dawley , Diálisis Renal , Agua
15.
BMC Nephrol ; 23(1): 5, 2022 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-34979958

RESUMEN

BACKGROUND: Higher serum galectin-3 levels are related to adverse outcomes in different disease states. However, the association of galectin-3 with mortality in the maintenance hemodialysis (HD) population has not been fully described. Thus, we aimed to assess the predictive significance of galectin-3 for all-cause and cardiovascular (CV) mortality through a Chinese maintenance HD population. METHODS: A prospective cohort study was conducted in five hundred and six patients with end-stage renal disease who underwent hemodialysis at Dalian Central Hospital before December 31, 2014. Serum galectin-3 levels were measured at baseline and classified as high (> 8.65 ng/ml) or low (≤ 8.65 ng/ml) according to the "X-tile" program. Primary and secondary outcomes were all-cause and CV mortality, respectively. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated by the Cox proportional hazards regression models. RESULTS: During the median follow-up of 60 months, there were 188 all-cause deaths and 125 CV deaths. Compared with maintenance HD population with galectin-3 ≤ 8.65 ng/ml, the adjusted HR for all-cause mortality among those with galectin-3 >  8.65 ng/ml was 1.59 (CI: 0.96-2.65, p = 0.07). Furthermore, multivariable analysis showed that maintenance HD patients with galectin-3 >  8.65 ng/ml had a 2.13-fold higher risk of CV death than those with galectin-3 ≤ 8.65 ng/ml (HR = 2.13, 95% CI 1.07-4.26). CONCLUSION: Galectin-3 is an independent predictor of CV mortality in maintenance HD patients.


Asunto(s)
Enfermedades Cardiovasculares/mortalidad , Causas de Muerte , Galectina 3/sangre , Fallo Renal Crónico/complicaciones , Fallo Renal Crónico/terapia , Diálisis Renal , Anciano , Biomarcadores/sangre , Enfermedades Cardiovasculares/sangre , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Diálisis Renal/efectos adversos
16.
BMC Nephrol ; 23(1): 231, 2022 06 28.
Artículo en Inglés | MEDLINE | ID: mdl-35764943

RESUMEN

BACKGROUND: The association between serum total indoxyl sulfate (tIS), and cardiovascular disease (CVD) and all-cause mortality is a matter of debate. In the current study we sought to determine the association, if any, between serum tIS, and all-cause and CVD-associated mortality in patients on maintenance hemodialysis (MHD). METHODS: A prospective cohort study was conducted involving 500 MHD patients at Dalian Municipal Central Hospital from 31 December 2014 to 31 December 2020. Serum tIS levels were measured at baseline and classified as high (≥44.16 ng/ml) or low (< 44.16 ng/ml) according to the "X-tile" program. Besides, the associations between continuous serum tIS and outcomes were also explored. Predictors were tested for colinearity using variance inflation factor analysis. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using Cox proportional hazards regression models. Restricted cubic spline model was performed to assess dose-response relationships between tIS concentration and all-cause and CVD mortality. RESULTS: During a 58-month median follow-up period, 224 deaths (132 CVD deaths) were documented. After adjustment for potential confounders, the serum tIS level was positively associated with all-cause mortality (HR = 1.02, 95% = 1.01-1.03); however, we did not detect a significant association when tIS was a dichotomous variable. Compared with the MHD population with a serum tIS level < 44.16 ng/ml, the adjusted HR for CVD mortality among those with a serum tIS level ≥ 44.16 ng/ml was 1.76 (95% = 1.10-2.82). Furthermore, we also noted the same association when the serum tIS level was a continuous variable. CONCLUSION: The serum tIS level was associated with higher risk of all-cause and CVD mortality among MHD patients. Further prospective large-scale studies are required to confirm this finding.


Asunto(s)
Enfermedades Cardiovasculares , Indicán , Humanos , Modelos de Riesgos Proporcionales , Estudios Prospectivos , Diálisis Renal
17.
Phytother Res ; 36(12): 4573-4586, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-35906729

RESUMEN

Qishen granules (QSG), a Chinese herbal formula, has been widely used in the treatment of myocardial ischemic chronic heart failure (CHF) for many years, but its mechanism of action is still unclear. In this study, comprehensive metabolomics was used to investigate the underlying protective mechanisms of QSG in an isoproterenol-induced CHF rat model. A total of 14 biomarkers were identified in serum and 34 biomarkers in urine, which were mainly related to fatty acid metabolism, bile acid metabolism, amino acid metabolism, purine metabolism, vitamin metabolism, and inflammation. Finally, 22 markers were selected for quantitative analysis of serum, urine, and fecal samples to verify the reliability of the results of untargeted metabolomics, and the results were similar to those of untargeted metabolomics. The correlation analysis showed that the targeted quantitative endogenous metabolites and CHF-related indexes were closely related. QSG might alleviate myocardial inflammatory response, oxidative stress, and amino acid metabolism disorder in CHF by regulating the level of endogenous metabolites. This study revealed QSG could regulate potential biomarkers and correlated metabolic pathway, which provided support for the further application of QSG.


Asunto(s)
Insuficiencia Cardíaca , Metabolómica , Ratas , Animales , Isoproterenol/efectos adversos , Reproducibilidad de los Resultados , Insuficiencia Cardíaca/inducido químicamente , Insuficiencia Cardíaca/tratamiento farmacológico , Aminoácidos
18.
Entropy (Basel) ; 24(2)2022 Feb 20.
Artículo en Inglés | MEDLINE | ID: mdl-35205590

RESUMEN

In the domain of network science, the future link between nodes is a significant problem in social network analysis. Recently, temporal network link prediction has attracted many researchers due to its valuable real-world applications. However, the methods based on network structure similarity are generally limited to static networks, and the methods based on deep neural networks often have high computational costs. This paper fully mines the network structure information and time-domain attenuation information, and proposes a novel temporal link prediction method. Firstly, the network collective influence (CI) method is used to calculate the weights of nodes and edges. Then, the graph is divided into several community subgraphs by removing the weak link. Moreover, the biased random walk method is proposed, and the embedded representation vector is obtained by the modified Skip-gram model. Finally, this paper proposes a novel temporal link prediction method named TLP-CCC, which integrates collective influence, the community walk features, and the centrality features. Experimental results on nine real dynamic network data sets show that the proposed method performs better for area under curve (AUC) evaluation compared with the classical link prediction methods.

19.
Entropy (Basel) ; 25(1)2022 Dec 31.
Artículo en Inglés | MEDLINE | ID: mdl-36673230

RESUMEN

Link prediction aims at predicting missing or potential links based on the known information of complex networks. Most existing methods focus on pairwise low-order relationships while ignoring the high-order interaction and the rich attribute information of entities in the actual network, leading to the low performance of the model in link prediction. To mine the cross-modality interactions between the high-order structure and attributes of the network, this paper proposes a hypernetwork link prediction method for fusion topology and attributes (TA-HLP). Firstly, a dual channel coder is employed for jointly learning the structural features and attribute features of nodes. In structural encoding, a node-level attention mechanism is designed to aggregate neighbor information to learn structural patterns effectively. In attribute encoding, the hypergraph is used to refine the attribute features. The high-order relationship between nodes and attributes is modeled based on the node-attribute-node feature update, which preserves the semantic information jointly reflected by nodes and attributes. Moreover, in the joint embedding, a hyperedge-level attention mechanism is introduced to capture nodes with different importance in the hyperedge. Extensive experiments on six data sets demonstrate that this method has achieved a more significant link prediction effect than the existing methods.

20.
J Cell Mol Med ; 25(18): 8764-8774, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34390115

RESUMEN

Spinal cord injury (SCI), as a severe disease with no effective therapeutic measures, has always been a hot topic for scientists. Bone morphogenetic protein 7 (BMP7), as a multifunctional cytokine, has been reported to exert protective effects on the nervous system. The present study aimed to investigate the neuroprotective effect and the potential mechanisms of BMP7 on rats that suffered SCI. Rat models of SCI were established by the modified Allen' s method. Adeno-associated virus (AAV) was injected at T9 immediately before SCI to overexpress BMP7. Results showed that the expression of BMP7 decreased in the injured spinal cords that were at the same time demyelinated. AAV-BMP7 partly reversed oligodendrocyte (OL) loss, and it was beneficial to maintain the normal structure of myelin. The intervention group showed an increase in the number of axons and Basso-Beattie-Bresnahan scores. Moreover, double-labelled immunofluorescence images indicated p-Smad1/5/9 and p-STAT3 in OLs induced by BMP7 might be involved in the protective effects of BMP7. These findings suggest that BMP7 may be a feasible therapy for SCI to reduce demyelination and promote functional recovery.


Asunto(s)
Proteína Morfogenética Ósea 7/fisiología , Oligodendroglía/metabolismo , Traumatismos de la Médula Espinal/metabolismo , Animales , Masculino , Fármacos Neuroprotectores , Oligodendroglía/citología , Ratas , Ratas Sprague-Dawley , Recuperación de la Función
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