The purpose of this study is to investigate how deep learning and other artificial intelligence (AI) technologies can be used to enhance the intelligent level of dance instruction. The study develops a dance action recognition and feedback model based on the Graph Attention Mechanism (GA) and Bidirectional Gated Recurrent Unit (3D-Resnet-BigRu). In this model, time series features are captured using BiGRU after 3D-ResNet is inserted to extract video features.
View Article and Find Full Text PDFThe prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) progressing to metabolic dysfunction-associated steatohepatitis (MASH), characterized by hepatic inflammation, has significantly increased in recent years due to unhealthy dietary practices and sedentary lifestyles. Cathepsin D (CTSD), a lysosomal protease involved in lipid homeostasis, is linked to abnormal lipid metabolism and inflammation in MASH. Although primarily intracellular, CTSD can be secreted extracellularly.
View Article and Find Full Text PDFThis study employed the methods of serum chemistry, in vivo drug distribution analysis, and network pharmacology to investigate the potential therapeutic effects of Bufei Pills on respiratory disorders and decipher the underlying mechanisms. For the in vivo distribution study, rats were administrated with Bufei Pills, and the absorbed components were analyzed by HPLC-Q-TOF-MS/MS. The results showed that 56 components were present in the rat serum, including neocyclomorusin, asterinin A, neoisostegane, goimisin R, and frehmaglutoside H.
View Article and Find Full Text PDFThe establishment and maintenance of pregnancy encompass a series of complex and high-energy-consuming physiological processes, resulting in a significant energy demand. Fatty acids, one of the most essential nutrients, play a crucial role in energy supply via oxidation and perform critical biological functions such as anti-inflammatory and anti-oxidant effects, which substantially impact human health. Disordered fatty acid metabolism can cause anomalies in fetal growth and development, as well as a range of pregnancy problems, which can influence the health of both the mother and the fetus.
View Article and Find Full Text PDFAim: To assess body composition, glucolipid metabolism, and uric acid levels in PCOS (Polycystic Ovary Syndrome) patients to determine their relationship with the risk of endometrial hyperplasia (EH).
Methods: A total of 232 patients were included and divided into groups according to whether they had PCOS and endometrial pathology (Group A: non-PCOS and normal endometrium; Group B: PCOS and normal endometrium; Group C: non-PCOS and EH; Group D: PCOS and EH). Body composition differences between groups and correlations between body composition, glucolipid metabolism, and uric acid levels were analyzed.
Background: This study discusses the development trends and current applications of digital droplet PCR technology in pathogen diagnostics.
Methods: A bibliometric analysis was conducted by retrieving droplet digital pcr related articles published between January 1,2012 to December31, 2023, from the Web of Science Core Collection.
Results: A total of 3,513 authors from 66 countries published 508 research papers across 203 academic institutions.
Purpose: This study aims to investigate the willingness of clinical nurse educator to adopt virtual reality technology, while also examining the underlying mechanisms that influence this willingness through the lens of the Unified Theory of Acceptance and Use of Technology (UTAUT).
Methods: A convenience sampling method was employed to select 225 clinical nurse educator, all of whom possess a professional qualification certificate as nurse practitioners, from a tertiary hospital in Wuhan City, Hubei Province. The study utilized an adapted UTAUT model theory-based design to develop several questionnaires: the performance expectancy questionnaire (11 items), the effort expectancy questionnaire (4 items), the social influence questionnaire (6 items), the facilitating conditions questionnaire (7 items), and the behavioral intention questionnaire (4 items).
Background: As part of China's medical insurance-related grouping payment reform, public hospitals, which are the primary providers of medical insurance services, face remarkable pressure to control costs. This study examined uvulopalatopharyngoplasty (UPPP) surgery for patients with obstructive sleep apnea (OSA) at Hospital C to identify factors influencing inpatient costs and assess the impact of payment reform on treatment practices.
Methods: Using data from 251 OSA patients undergoing UPPP at Hospital C, the study evaluated changes in cost reduction, cost structure, patient disease severity, and medical quality before and after the payment reform.
Background: Infected bone defects pose a challenging clinical issue due to an imbalance of osteoclasts (OC) and osteoblasts (OB). Exosomes are crucial for intercellular signaling of OC and OB in bone repair. Icariin, has been shown to regulate the balance between OC and OB.
View Article and Find Full Text PDFOrthodontically induced root resorption (OIRR) is a common side effect during orthodontic tooth treatment (OTM). The function of osteoprotegerin (OPG) is considered to protect cementum from excessive resorption to maintain root integrity. In this study, we observed that the expression of TGF-β1 and OPG was upregulated under the loading of orthodontic force in periodontal tissues.
View Article and Find Full Text PDFInt J Womens Health
November 2024
Objective: To evaluate the therapeutic outcomes of weight loss and metformin use in patients with endometrial hyperplasia (EH), and to identify the factors influencing treatment efficacy.
Methods: This study included data from patients diagnosed with either EH or endometrial atypical hyperplasia (EAH). Patients selected a progestin treatment regimen based on their diagnosis.
Introduction: Bibliometric and visualization analyses are used to quantitatively assess and graphically display the current status, patterns, and trends using scholarly literature. Pharmacy education worldwide has developed rapidly over the past few decades, but few related studies have been conducted in this field. This study aims to explore the present landscape, identify research focal points, and future trends in the evolution of pharmacy education.
View Article and Find Full Text PDFAlfalfa ( L.) grassland is prone to degradation following multi-year maintenance. Yet, its mechanism regarding the stoichiometry of carbon (C) and nitrogen (N) across plant-soil system is still unclear.
View Article and Find Full Text PDFAims: As aging is a major risk factor for chronic diseases, strategies to promote healthy aging are essential. Dietary diversity has been reported to be beneficial for human health, however, the role in the biological aging process remains underexplored. Our aim was to analyse the potential link between diet diversity and aging.
View Article and Find Full Text PDFMessenger RNA (mRNA)-based therapeutics have emerged as a promising modality for various clinical applications, necessitating robust methods for mRNA quantification. This biodistribution study compares the performance of branched DNA and reverse transcriptase quantitative polymerase chain reaction (RT-qPCR) assays for measuring lipid nanoparticle-encapsulated mRNA. Following intravenous administration of nascent peptide imaging luciferase mRNA (1 mg/kg) to rats, mRNA levels in various tissues and serum were quantified using both assays.
View Article and Find Full Text PDFZhongfeng Xingnao Decoction(ZFXN) has been utilized for treating intracerebral hemorrhage(ICH) in China, while the pharmacological mechanism of ZFXN remains unclear. Exploring the pharmacological roles of ZFXN is critical for guiding the treatment of cerebrovascular diseases. In this study, a rat model of ICH was constructed by injection of Ⅶ collagenase in the right caudate nucleus.
View Article and Find Full Text PDFBiochim Biophys Acta Mol Cell Res
December 2024
The proliferation and mineralization of preosteoblasts is crucial for bone formation and has attracted extensive attentions for decades. However, the roles of numerous long non-coding RNAs (lncRNAs) in preosteoblasts have not been fully determined. This study aimed to investigate the function of lncRNA Snhg15 in preosteoblasts as well as the potential underlying mechanism.
View Article and Find Full Text PDFBackground: Osteoarthritis (OA) can lead to chronic joint pain, and currently there are no methods available for complete cure. Utilizing the Gene Expression Omnibus (GEO) database for bioinformatics analysis combined with Mendelian randomization (MR) has been widely employed for drug repurposing and discovery of novel therapeutic targets. Therefore, our research focus is to identify new diagnostic markers and improved drug target sites.
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