Federated Collaborative Learning with Sparse Gradients for Heterogeneous Data on Resource-Constrained Devices.

Federated learning enables devices to train models collaboratively while protecting data privacy. However, the computing power, memory, and communication capabilities of IoT devices are limited, making it difficult to train large-scale models on these devices. To train large models on resource-constrained devices, federated split learning allows for parallel training of multiple devices by dividing the model into different devices.

Beating the Size-Dependent Limit with Spin-Lattice Coupling in Nanomagnetism.

Further miniaturization of magnetic nanomaterials is intrinsically accompanied by a reduction in spin ordered domains, resulting in size-dependent magnetic behaviors. Consequently, a longstanding roadblock in the advancement of nanodevices based on magnetic nanomaterials is the absence of a method to beat the size-dependent limit in nanomagnetism. Here, we discover and exploit a spin-lattice coupling effect in three-dimensional freestanding magnetic nanoparticles to beat the size-dependent limit for the first time.

Association of Endometrial Thickness with Live Birth Rate: a Study Utilizing the Society for Assisted Reproductive Technology Clinic Outcome Reporting System.

Objective: To assess the relationship between endometrial thickness and live birth rates in fresh embryo transfer and frozen embryo transfer with and without preimplantation genetic testing.

Design: Retrospective cohort study using the Society for Assisted Reproductive Technology Clinic Outcome Reporting System (SART CORS).

Subjects: Autologous IVF fresh and frozen embryo transfer cycles initiated in 2019-2020.

Polymorphic Crystalline Layer at the Crystallization Front.

The morphology and kinetics of the crystal growth front have been poorly explored at the particle level. Here, we experimentally observe the crystal growth front in liquid with single-particle kinetics using colloid systems and reveal a surface layer of polymorphic crystal near the solid-solid transition when the two crystals form a low-energy coherent interface. The thickness of the surface crystal can exceed 50 particles and grows logarithmically with the temperature as approaching the solid-solid transition which follows premelting theory.

Effects of stress factors on biogenic isoprene emissions and their contribution to ozone and secondary organic aerosols in China.

Isoprene serves an important part in plant defense against biotic and abiotic stresses, while also exerting a crucial influence on atmospheric photochemical processes and global climate change. The regional climate-chemistry-ecosystem model (RegCM-Chem-YIBs) was employed in the following study to estimate the biogenic isoprene emissions (BISP) in China during 2018-2020. The model explored the relative contributions of various stress factors such as drought, carbon dioxide (CO), and surface ozone (O) to isoprene emissions.

Plant Coumarin Metabolism-Microbe Interactions: An Effective Strategy for Reducing Imidacloprid Residues and Enhancing the Nutritional Quality of Pepper.

Imidacloprid (IMI) stress positively correlates with the potential of coumarins to alleviate abiotic stress. However, little is known about the pathways and mechanisms by which coumarin reduces the IMI residue by regulating plant secondary metabolism and plant-microbe interactions. This study examined the impact of coumarin on the uptake, translocation, and metabolism of IMI in pepper plants by modulating the signal molecule levels and microbial communities in the rhizosphere and phyllosphere.

The total withanolides from the leaves of Datura stramonium L. Improves Alzheimer's disease pathology by restraining neuroinflammation through NLRP3/IL-1β/IL1R1/TOM 1 pathway.

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by the deposition of beta-amyloid (Aβ) peptides. Microglia-mediated neuroinflammation is one of the primary contributors to the pathogenesis of AD. Withanolides, the main constituents in the leaves of Datura stramonium L.

Mapping the knowledge landscape: A bibliometric analysis of exosome research in osteoarthritis (2004-2023).

Exosomes have emerged as a crucial focus in advancing the diagnosis and treatment of osteoarthritis (OA). However, there are limited bibliometric studies on this topic. This study aimed to delineate the literature landscape on exosomes in OA, identifying global research trends and key areas.

Dynamic changes in the skin transcriptome for the melanin pigmentation in embryonic chickens.

Dermal hyperpigmentation stands out among the various skin pigmentation phenotypes in chickens, where most other pigmentation variants affect feather color and patterning predominantly. Despite numerous black chicken breeds worldwide, only a select few exhibit comprehensive black pigmentation, which encompasses the skin, meat, flesh, and bones. The process of skin melanin pigmentation is intricate and develops successively.

RNA-Sequencing Analysis of the Viral Community in Yellow Catfish () in the Upper Reaches of the Yangtze River.

Different viruses are abundant in aquatic ecosystems. There has been limited research on the viral communities in the upper reaches of the Yangtze River. Yellow catfish (), an important economic fish that is widely distributed in the upper reaches of the Yangtze River, was selected as the research object.

Genetic Diagnosis and Clinical Features of Fetuses With Congenital Diaphragmatic Hernia.

Objective: Congenital diaphragmatic hernia (CDH) is a rare abnormality with highly heterogeneous genetic causes. This study investigated chromosomal and monogenic abnormalities in fetal CDH patients and evaluated the efficacy of chromosomal microarray analysis (CMA) and whole-exome sequencing (WES) for genetic diagnosis. The clinical features of the patients were also evaluated.

[Electroacupuncture inhibits inflammatory response through hexokinase 2 - mediated Warburg effect in rats with acute lung injury].

Objectives: To observe whether electroacupuncture (EA) can inhibit the inflammatory response via down-regulating hexokinase 2 (HK2) mediated Warburg effect in rats with acute lung injury (ALI).

Methods: Male Sprague-Dawley rats were randomly divided into control, model and EA groups, with 12 rats in each group. The ALI model was established by injection of lipopolysaccharides (LPS, 5 mg/mL, 1 mL/kg) into the tail vein.

Panax quinquefolium saponins protects neuronal activity by promoting mitophagy in both in vitro and in vivo models of Alzheimer's disease.

Ethnopharmacological Relevance: In the realm of traditional Chinese medicine, Panax quinquefolius L. has garnered significant attention for its potential to treat various ailments associated with deficiencies, including qi, blood, and kidneys. As its primary bioactive constituent, Panax quinquefolius saponins (PQS) have the potential therapeutic role of Alzheimer's disease (AD) treatment, but with unclear mechanisms of action.

Dietary protein re-alimentation following restriction improves protein deposition via changing amino acid metabolism and transcriptional profiling of muscle tissue in growing beef bulls.

This study aimed to develop a compensatory growth model using growing beef cattle by changing dietary protein and to investigate the underlying mechanisms of compensatory protein deposition in muscle tissue. Twelve Charolais bulls were randomly assigned to one of two groups with two periods: 1) a control group (CON) fed a 13% crude protein (CP) diet for 6 weeks; 2) a treatment group (REC) fed a 7% CP diet for 4 weeks (restriction period) and fed a 13% CP diet in the following 2 weeks (re-alimentation period). Growth performance, digestibility, nitrogen balance, targeted metabolomics of amino acids (AA) in plasma, and transcriptional profiling in muscle tissue were analyzed.

Saikosaponins from Bupleurum scorzonerifolium Willd. alleviates microglial pyroptosis in depression by binding and inhibiting P2X7 expression.

Background: The major depressive disorder (MDD) is a heterogeneous condition and characterized by a high recurrence rate, with neuroinflammation playing a significant role in its various potential pathologies. In recent years, neuronal pyroptosis induced by neuroinflammation has garnered increasing attention in depression research. Bupleurum scorzonerifolium Willd.

Multiferroic Tuning of Magnetic Anisotropy in MnTe Monolayer with Li/Na Adsorption.

Two-dimensional (2D) magnetic materials with tunable magnetic anisotropy energy (MAE) are of great scientific interest and hold immense promise for ultracompact spintronic devices with lower energy consumption and higher storage density. Here, we demonstrate a practical approach for manipulating MAE in layered MnTe through the alkali metal adsorption and ferroelectric (FE) polarization effect. Our results reveal colossal MAE values of up to -12.

Insights into chemoautotrophic traits of a prevalent bacterial phylum CSP1-3, herein .

Candidate bacterial phylum CSP1-3 has not been cultivated and is poorly understood. Here, we analyzed 112 CSP1-3 metagenome-assembled genomes and showed they are likely facultative anaerobes, with 3 of 5 families encoding autotrophy through the reductive glycine pathway (RGP), Wood-Ljungdahl pathway (WLP) or Calvin-Benson-Bassham (CBB), with hydrogen or sulfide as electron donors. Chemoautotrophic enrichments from hot spring sediments and fluorescence hybridization revealed enrichment of six CSP1-3 genera, and both transcribed genes and DNA-stable isotope probing were consistent with proposed chemoautotrophic metabolisms.

Differentiable design of freeform diffractive optical elements for beam shaping by representing phase distribution using multi-level B-splines.

The generation of a specific laser beam profile on the work surface is key to various laser beam shaping tasks, relying heavily on diffractive optical elements (DOEs). Most beam-shaping DOEs are designed using iterative Fourier transform algorithms (IFTAs), which generally have slow convergence and prone to stagnate at local minima. Moreover, the microreliefs generated by IFTAs tend to be irregular, complicating manufacturing and causing uncontrolled scattering of light.

P4HA1: an important target for treating fibrosis related diseases and cancer.

Fibrosis is significantly associated with a wide variety of diseases and is involved in their progression. Fibrosis activated under the influence of different combinations of factors is considered a double-edged sword. Although there has been much research on organ fibrosis in recent years, a variety of organ fibrosis diseases and cancers are not well controlled in terms of prevention, treatment, and prognosis.

Understanding Trajectories of Generalized Anxiety Disorder Among Adolescents During the COVID-19 Pandemic: Evidence From China and the Democratic Republic of the Congo.

Purpose: This study aims to assess anxiety trends over the COVID-19 pandemic and evaluate how pandemic-related adversities modify trajectories among underprivileged adolescents from two distinct settings.

Methods: Data came from the Shanghai, China and Kinshasa, Democratic Republic of the Congo sites of the Global Early Adolescent Study. Data were collected three times over approximately two years: prior to the pandemic (T1) and during the pandemic (T2, T3).

Understanding Whether Economic Instability and Food Insecurity During COVID-19 Moderate the Change in Emotional Abuse and Emotional Neglect Over Time: A Longitudinal Pre- and During COVID-19 Analysis From China, Democratic Republic of Congo, Indonesia, and Malawi.

Purpose: This study explores whether economic instability or food insecurity moderates the changes in emotional abuse and neglect over time.

Methods: We used data from the Global Early Adolescent Study, a longitudinal study among adolescents ages 13-18 years (10-14 during pre-COVID-19 round) from poor urban communities in China (n = 387), the Democratic Republic of Congo (DRC) (n = 285), Indonesia (n = 400), and Malawi (n = 320). Data were collected before (2017 to March 2020) and during the pandemic (June to November 2020).

TSOM: Small object motion detection neural network inspired by avian visual circuit.

Detecting small moving objects in complex backgrounds from an overhead perspective is a highly challenging task for machine vision systems. As an inspiration from nature, the avian visual system is capable of processing motion information in various complex aerial scenes, and the Retina-OT-Rt visual circuit of birds is highly sensitive to capturing the motion information of small objects from high altitudes. However, more needs to be done on small object motion detection algorithms based on the avian visual system.