Risk factors and prediction model for acute ischemic stroke after off-pump coronary artery bypass grafting based on Bayesian network.

Background: This study aimed to identify the risk factors of acute ischemic stroke (AIS) occurring during hospitalization in patients following off-pump coronary artery bypass grafting (OPCABG) and utilize Bayesian network (BN) methods to establish predictive models for this disease.

Methods: Data were collected from the electronic health records of adult patients who underwent OPCABG at Beijing Anzhen Hospital from January 2018 to December 2022. Patients were allocated to the training and test sets in an 8:2 ratio according to the principle of randomness.

Impact of Concurrent Ischaemic Stroke on Unfavourable Outcomes in Men and Women with Dilated Cardiomyopathy.

Background: Growing evidence suggests that concurrent ischaemic stroke (IS) exacerbates the prognosis of patients with dilated cardiomyopathy (DCM) and that this effect may be further influenced by sex. However, the exact effect of sex remains unclear. This study aimed to explore the effects of the relevant risk factors on the prognosis of patients with DCM and concurrent IS.

Micro-Electro-Mechanical Systems Microphones: A Brief Review Emphasizing Recent Advances in Audible Spectrum Applications.

The MEMS microphone is a representative device among the MEMS family, which has attracted substantial research interest, and those tailored for human voice have earned distinct success in commercialization. Although sustained development persists, challenges such as residual stress, environmental noise, and structural innovation are posed. To collect and summarize the recent advances in this subject, this paper presents a concise review concerning the transduction mechanism, diverse mechanical structure topologies, and effective methods of noise reduction for high-performance MEMS microphones with a dynamic range akin to the audible spectrum, aiming to provide a comprehensive and adequate analysis of this scope.

The Impact of the Gain-Loss Frame on College Students' Willingness to Participate in the Individual Low-Carbon Behavior Rewarding System (ILBRS): The Mediating Role of Environmental Risk Perception.

Since Chinese households account for more than half of the country's total carbon emissions, efforts focused on consumption will be key to reaching carbon reduction targets. The Individual Low-carbon Behavior Rewarding System (ILBRS) is an emerging mechanism in China that encourages the public to develop a low-carbon lifestyle and it is critical to look for various approaches to enhance the public's willingness to participate in it. The framing effect has been widely used to study pro-environmental behavior as a low-cost nudge.

Effects of Climate Change Knowledge on Adolescents' Attitudes and Willingness to Participate in Carbon Neutrality Education.

The achievement of carbon neutrality has become increasingly important. Therefore, it the use of education to increase public understanding of carbon neutrality and facilitate low-carbon behaviors is urgent. Climate change knowledge is an effective measure to promote people's interest and enthusiasm for specific educational projects.

LINC00922 acts as a novel oncogene in gastric cancer.

Background: Long non-coding RNAs (lncRNAs) have been discovered to participate in various cancer developments. However, the biological function of lncRNAs associated with gastric cancer (GC) has not been fully elucidated.

Methods: Quantitative RT-PCR (qRT-PCR) assay was performed to measure lncRNAs, microRNAs (miRNAs) and message RNA (mRNA) expression.

Deploying and scaling distributed parallel deep neural networks on the Tianhe-3 prototype system.

Due to the increase in computing power, it is possible to improve the feature extraction and data fitting capabilities of DNN networks by increasing their depth and model complexity. However, the big data and complex models greatly increase the training overhead of DNN, so accelerating their training process becomes a key task. The Tianhe-3 peak speed is designed to target E-class, and the huge computing power provides a potential opportunity for DNN training.

Over-expression of small ubiquitin-related modifier-1 and sumoylated p53 in colon cancer.

Here we investigated whether the cellular accumulation of p53 protein caused by over-expression of small ubiquitin-related modifier-1 (SUMO-1) could be used as a predictive marker for prognosis in colon cancer. We detected SUMO-1 and p53 protein levels in 46 cases of colon cancer and adjacent tissues by immunohistochemistry and found that SUMO-1 was expressed at much higher levels in colon cancer compared with that in normal colon tissue. Immunoprecipitation and Western blot analysis revealed that the tumor suppressor p53 was present predominantly in the sumoylated rather than the non-sumoylated form in the colon cancer cell lines.

Mitochondrial uncoupling protein 2 expression in colon cancer and its clinical significance.

Aim: To detect the expression of mitochondrial uncoupling protein 2 (UCP2) in colon cancer and analyze the relation between UCP2 expression and clinical pathological features of colon cancer.

Methods: Fifteen colon tissue samples and 15 its adjacent tissue samples were obtained from colon cancer patients during surgical interventions. UCP2 expression was detected with immunohistochemical method in 10 normal controls, 10 hyperplastic polyp patients, 20 tubular adenoma patients and 78 colon cancer patients.