Dynamic graph-based bilateral recurrent imputation network for multivariate time series.

Multivariate time series imputation using graph neural networks (GNNs) has gained significant attention, where the variables and their correlations are depicted as the graph nodes and edges, offering a structured way to understand the intricacies of multivariate time series. On this basis, existing GNNs typically make the assumption of static correlations between variables, using a graph with fixed edge weights to model multivariate relationships. However, the static assumption is usually inconsistent with the dynamic nature of real-world data, where correlations between variables tend to change over time.

The Role of the Fox Gene in Breast Cancer Progression.

Forkhead box (FOX) genes are a family of transcription factors that participate in many biological activities, from early embryogenesis to the formation of organs, and from regulation of glucose metabolism to regulation of longevity. Given the extensive influence in the multicellular process, FOX family proteins are responsible for the progression of many types of cancers, especially lung cancer, breast cancer, prostate cancer, and other cancers. Breast cancer is the most common cancer among women, and 2.

Gut microbial metabolite indole-3-propionic acid alleviates polycystic ovary syndrome in mice by regulating the AhR-NLRP3 axis.

Polycystic ovary syndrome (PCOS) is a complex disorder that significantly impacts female reproductive health and increases the risk of metabolic and reproductive diseases. Emerging evidence suggests that alterations in gut microbiota and their metabolic activities contribute to PCOS pathogenesis, although the underlying mechanisms remain elusive. In the current study, we found that patients with PCOS had altered metabolic profiles, particularly characterized by reduced levels of indole-3-propionic acid (IPA).

Preparation and anti-colon cancer effect of a novel curcumin analogue (CA8): and evaluation.

Chemotherapy remains the first choice of treatment for colon cancer despite the inevitable adverse effects. Curcumin (CU) possesses antitumor activity but has poor aqueous solubility, low bioavailability, and weak activity. To address this, nine novel monocarbonyl CU analogues were designed, synthesized, and evaluated in the present study.

Roles of Integrin in Cardiovascular Diseases: From Basic Research to Clinical Implications.

Cardiovascular diseases (CVDs) pose a significant global health threat due to their complex pathogenesis and high incidence, imposing a substantial burden on global healthcare systems. Integrins, a group of heterodimers consisting of α and β subunits that are located on the cell membrane, have emerged as key players in mediating the occurrence and progression of CVDs by regulating the physiological activities of endothelial cells, vascular smooth muscle cells, platelets, fibroblasts, cardiomyocytes, and various immune cells. The crucial role of integrins in the progression of CVDs has valuable implications for targeted therapies.

Uncertainty and Irreproducibility of Triboelectricity Based on Interface Mechanochemistry.

Triboelectrification mechanism is still not understood, despite centuries of investigations. Here, we propose a model showing that mechanochemistry is key to elucidate triboelectrification fundamental properties. Studying contact between gold and silicate glasses, we observe that the experimental triboelectric output is subject to large variations and polarity inversions.

Biomaterial scaffolds regulate macrophage activity to accelerate bone regeneration.

Bones are important for maintaining motor function and providing support for internal organs. Bone diseases can impose a heavy burden on individuals and society. Although bone has a certain ability to repair itself, it is often difficult to repair itself alone when faced with critical-sized defects, such as severe trauma, surgery, or tumors.

Physical Origin of the Mechanochemical Coupling at Interfaces.

We used density functional theory calculations to investigate the physical origin of the mechanochemical response of material interfaces. Our results show that the mechanochemical response can be decomposed into the contribution from the interface itself (deformation of interfacial bonds) and a contribution from the underlying solid. The relative contributions depend on the stiffness of these regions and the contact geometry, which affects the stress distribution within the bulk region.

Soil heavy metal pollution and food safety in China: Effects, sources and removing technology.

Soil plays a fundamental role in food safety and the adverse effects of contaminants like heavy metal (loid)s on crop quality have threatened human health. Therefore, it is important to focus on the food safety and agricultural soil pollution by heavy metals, especially for China where the demand for food production is increasing. This review comprehensively introduced the current status of agricultural soil pollution by heavy metals in China, analyzed the main sources of contaminants, including the applications of pesticides and fertilizers, atmospheric deposition related to vehicle emissions and coal combustion, sewage irrigation and mining.

Linear Aging Behavior at Short Timescales in Nanoscale Contacts.

Nanoscale silica-silica contacts were recently found to exhibit logarithmic aging for times ranging from 0.1 to 100 s, consistent with the macroscopic rate and state friction laws and several other aging processes. Nanoscale aging in this system is attributed to progressive formation of interfacial siloxane bonds between surface silanol groups.

Memory Distance for Interfacial Chemical Bond-Induced Friction at the Nanoscale.

Macroscale rate and state friction (RSF) laws include a memory distance, , which is considered to be the distance required for a population of frictional contacts to renew itself slip, counteracting the effects of aging in slow or static contact. This concept connects static friction and kinetic friction. Here, we use atomic force microscopy to study interfacial chemical bond-induced kinetic friction and the memory distance at the nanoscale for single silica-silica nanocontacts.

Inhibiting c-Jun N-terminal kinase (JNK)-mediated apoptotic signaling pathway in PC12 cells by a polysaccharide (CCP) from Coptis chinensis against Amyloid-β (Aβ)-induced neurotoxicity.

In this study, we investigated the protective effect and possible mechanism of a polysaccharide (CCP) from Coptis chinensis against Amyloid-β protein (Aβ)-induced toxicity in PC12 cells. The results showed pretreatment with CCP significantly protected PC12 cells from Aβ induced cell death, lactate dehydrogenase (LDH) release, nuclear fragmentation, mitochondrial dysfunction and cytochrome c release from mitochondria. Furthermore, CCP (100 μg/ml) significantly inhibited Aβ induced c-Jun N-terminal kinase (JNK) phosphorylation, but not influence signal-regulated kinase (ERK) and P38 mitogen-activated protein kinase (p38MAPK) pathway, and interestingly, the promoting effect of CCP on PC12 cell survival was only blocked by pre-treatment with a SP600125 (JNK inhibitor).

Chemical aging of large-scale randomly rough frictional contacts.

It has been shown that contact aging due to chemical reactions in single asperity contacts can have a significant effect on friction. However, it is currently unknown how chemically induced contact aging of friction depends on roughness that is typically encountered in macroscopic rough contacts. Here we develop an approach that brings together a kinetic Monte Carlo model of chemical aging with a contact mechanics model of rough surfaces based on the boundary element method to determine the magnitude of chemical aging in silica-silica contacts with random roughness.

Neuroprotective effects of Coptis chinensis Franch polysaccharide on amyloid-beta (Aβ)-induced toxicity in a transgenic Caenorhabditis elegans model of Alzheimer's disease (AD).

This study aims to investigate the neuroprotective effects of Coptis chinensis Franch polysaccharide (CCP) on Aβ transgenic CL4176 Caenorhabditis elegans, as well as its mechanism of action. The results in life span experiment showed that CCP could significantly increase the lifespan of C. elegans and the effect is in the descending order of 100mg/L>500mg/L>200mg/L.