Single-cell RNA sequencing (scRNA-seq) offers remarkable insights into cellular development and differentiation by capturing the gene expression profiles of individual cells. The role of dimensionality reduction and visualization in the interpretation of scRNA-seq data has gained widely acceptance. However, current methods face several challenges, including incomplete structure-preserving strategies and high distortion in embeddings, which fail to effectively model complex cell trajectories with multiple branches.
View Article and Find Full Text PDFBackground: Sepsis is a systemic inflammatory response caused by infection. When this inflammatory response spreads to the lungs, it can lead to acute lung injury (ALI) or more severe acute respiratory distress syndrome (ARDS). Pulmonary fibrosis is a potential complication of these conditions, and the early occurrence of pulmonary fibrosis is associated with a higher mortality rate.
View Article and Find Full Text PDFBrief Bioinform
November 2024
The rational design of Ribonucleic acid (RNA) molecules is crucial for advancing therapeutic applications, synthetic biology, and understanding the fundamental principles of life. Traditional RNA design methods have predominantly focused on secondary structure-based sequence design, often neglecting the intricate and essential tertiary interactions. We introduce R3Design, a tertiary structure-based RNA sequence design method that shifts the paradigm to prioritize tertiary structure in the RNA sequence design.
View Article and Find Full Text PDFIntroduction: There is a lack of real-world evidence on direct comparisons between COVID-19 vaccines in multiethnic low- and middle-income settings. Cancer patients have an impaired vaccine response due to the disease itself or the effects of treatment. Hence, identifying the best vaccine to use for cancer patients is important.
View Article and Find Full Text PDFIntroduction: Myasthenia gravis (MG) can be classified according to clinical features into ocular MG (OMG) and generalised MG (GMG). However, OMG carries the risk of conversion to GMG. In this study, we aimed to determine the predictive factors for the secondary generalisation of OMG patients.
View Article and Find Full Text PDFThrough collecting the relevant records of "brain" in ancient traditional Chinese medicine literature, the potential structure and function of the "motor system of brain-meridian-muscle region" and "perception system of brain-meridian-cutaneous region" of the human body are analyzed preliminarily. In view of the characteristics of the symptoms of stroke sequela, focusing on the differentiation of disease location and associated with the identification of disease property, the pathogenesis of stroke is determined, "malnutrition of the sea of marrow, dysfunction of meridian muscle region and disharmony of the nutrient and the defensive in the meridian cutaneous region", while, the basic principle of treatment is formulated, "filling up the marrow, replenishing the brain, regulating meridian muscle regions, tonifying and facilitating blood circulation in meridians and collaterals". Based on the above, the acupoints selected in treatment and the techniques of acupuncture and moxibustion are clarified.
View Article and Find Full Text PDFThis study investigates the impact of rookie independent directors (RIDs) on agency costs. Utilizing a sample of Chinese listed firms, we employ panel ordinary least square estimations. Our findings reveal that increased RIDs is positively associated with agency costs, suggesting that rookie independent directors may exacerbate agency conflicts within Chinese firms.
View Article and Find Full Text PDFJ Pain Symptom Manage
January 2025
Animals (Basel)
October 2024
Environ Health Prev Med
October 2024
A 59-year-old man presented with a five-month history of widespread, salmon-colored, scaly plaques. Skin examination revealed salmon-colored plaques with "islands of sparing" on the trunk and waxy keratoderma on the palms and soles. Histopathology of the lesion showed alternating orthokeratosis and parakeratosis in vertical and horizontal directions, consistent with a diagnosis of pityriasis rubra pilaris (PRP).
View Article and Find Full Text PDFClin Exp Metastasis
December 2024
IEEE Trans Neural Netw Learn Syst
September 2024
Recent years have witnessed great success in handling graph-related tasks with graph neural networks (GNNs). However, most existing GNNs are based on message passing to perform feature aggregation and transformation, where the structural information is explicitly involved in the forward propagation by coupling with node features through graph convolution at each layer. As a result, subtle feature noise or structure perturbation may cause severe error propagation, resulting in extremely poor robustness.
View Article and Find Full Text PDFObjective: Schizonepeta tenuifolia -Saposhnikovia divaricata (Jingjie-Fangfeng, JF) has been used for years to treat allergic inflammatory skin diseases like atopic dermatitis, but the specific effects and mechanisms of JF are still unclear.
Purpose: We aim to investigate the therapeutic effect and mechanism of JF in MC903-induced atopic dermatitis-like model.
Methods: JF decoction was subjected to rigorous HPLC and GC analysis.
Nat Cardiovasc Res
August 2024
Valve remodeling is a process involving extracellular matrix organization and elongation of valve leaflets. Here, through single-cell RNA sequencing of human fetal valves, we identified an elastin-producing valve interstitial cell (VIC) subtype (apolipoprotein E (APOE), elastin-VICs) spatially located underneath valve endothelial cells (VECs) sensing unidirectional flow. APOE knockdown in fetal VICs resulted in profound elastogenesis defects.
View Article and Find Full Text PDFDeveloping exciplex-based organic long-persistent luminescence (OLPL) materials with high stability is very important but remains a formidable challenge in a single-component system. Here, we report a facile strategy to achieve highly stable OLPL in an amorphous exciplex copolymer system through-space charge transfer (TSCT). The copolymer composed of electron donor and acceptor units can not only exhibit effective TSCT for intra/intermolecular exciplex emission but also construct a rigid environment to isolate oxygen and suppress non-radiative decay, thereby enabling stable exciplex-based OLPL emission with color-tunable feature for more than 100 h under ambient conditions.
View Article and Find Full Text PDFBackground: This study examined the social well-being of single older adults through the companionship of a social robot, LOVOT (Love+Robot; Groove X). It is designed as a companion for older adults, providing love and affection through verbal and physical interaction. We investigated older adults' perceptions of the technology and how they benefitted from interacting with LOVOT, to guide the future development of social robots.
View Article and Find Full Text PDFJ Pain Symptom Manage
January 2025