Jilin Medical University

A GeoAI framework for remote-sensing-driven traffic activity and emission intensity in a data-scarce megacity

================================================================================FRAMEWORK PIPELINE LOGIC – GeoAI for Traffic Activity & Exposure Mapping================================================================================ This document explains how the six core scripts...

Analysis of Oligopeptides from Pilose Antler Using Tandem Mass Tags Combined with Ultra-High-Performance Liquid Chromatography-Q-Orbitrap/Mass Spectrometry

Reports on oligopeptides derived from pilose antler remain scarce. There is an urgent need to establish a robust analytical method for detecting and characterizing these compounds. In this study, oligopeptide extracts from pilose antler were labeled with tandem mass tag (TMT) rea...

Gradient Ethanol Precipitation of Sanghuangporus vaninii Polysaccharides: Physicochemical Properties and Inhibition of Tumor Cell Proliferation

Three polysaccharide fractions (SH-40, SH-60, and SH-80) were sequentially separated from Sanghuangporus vaninii fruiting bodies through graded ethanol precipitation to investigate the influence of molecular weight on their structure, physicochemical properties, and inhibition of...

A hierarchical multistage semantic fusion framework for multimodal sentiment analysis

Purpose Multimodal sentiment analysis aims to improve cross-modal fusion to understand sentiment better. Most existing methods rely on single-stage fusion or local cross-modal interactions, making it difficult to fully capture relationships among modalities, thereby limiting thei...

Robust Quasi-Continuous-Wave Exciton–Polariton Lasing in Tin Halide Perovskite Nanowires under Ambient Conditions

Abstract Tin halide perovskites are promising lead-free optical gain media, yet stable quasi-continuous-wave/continuous-wave (quasi-CW/CW) lasing remains challenging under practical operating conditions. Here, we demonstrate robust quasi-CW lasing from single-crystalline CsSnBr3...

Cerebellar α-synucleinopathy contributes to Parkinsonian gait and balance impairment in mouse models

Postural instability and gait difficulty (PIGD) represent a debilitating clinical subtype of Parkinson’s disease (PD) that is largely refractory to dopaminergic replacement therapy. While clinical imaging implies that the cerebellum is involved in these axial deficits, the specif...

Single-Cell Insights into Virus–Microbe Interactions in Emerging Contaminant Degradation

Abstract Viruses are increasingly recognized as critical regulators of microbial ecology, yet their roles in pollutant degradation remain largely unexplored. Here, we integrate Raman-activated cell sorting–stable isotope probing (RACS-SIP) and single-cell genomics to elucidate vi...

Coupling Porous Architecture and Fe–F Coordination Engineering Enables Highly Reversible FeF3 Cathode Materials

Abstract Iron trifluoride (FeF3) is a promising conversion-type cathode material for next-generation lithium-ion batteries (LIBs) owing to its high theoretical capacity enabled by multielectron redox chemistry. However, its practical application is limited by sluggish reaction ki...

Pressure-Induced Phase Transition and Structural Evolution of Single-Crystal CaSnO3 Perovskite

Abstract Calcium stannate (CaSnO3) is a widely used analogue of bridgmanite (MgSiO3), capable of undergoing a pressure-induced perovskite-to-postperovskite phase transition under accessible experimental conditions. In this study, high-quality single-crystal CaSnO3 perovskite was...

A Bio-Inspired Solid-Waste Recycling Strategy: Construction of Fluoride-Free, Fly Ash-Based, and Superhydrophobic Coatings for Enhancing the Fire Protection and Surface Functionality of Steel Structures

Abstract To address the critical issues of fire risk and surface performance in steel structures, functionalized coatings were emerged as one of the most effective strategies. Inspired by the unique wettability of natural organisms, a superhydrophobic multifunctional coating was...

Guanidinium-Induced Intermolecular Hydrogen-Bonding Networks: An Effective Strategy for Achieving Superprotonic Conductivity in Molybdenum–Oxygen Clusters

Abstract As a class of inorganic clusters with precisely tunable structures, polyoxometalates (POMs) demonstrate great potential in the field of proton-conducting materials due to their inherent proton-transfer sites and functionalizable surface properties. In this study, utilizi...

Phosphorylation-Mediated Regulatory Networks Fine-Tune Rye Responses to PVC Nanoplastic Stress: Evidence from Multiomics and Computational Biology

Abstract Although polyvinyl chloride nanoplastics (NPs-PVC) are widespread emerging contaminants, their crop toxicity mechanisms─especially at the post-translational modification (PTM) level─remain unclear. Using multiscale exposures (short-term hydroponics and whole-life-cycle s...

Quantum-Dot-Based Organic Framework Nanostructures: Engineering toward Enhanced Optical Properties

Abstract Functional nanostructures are widely designed and investigated for their broad applications in optoelectronic devices, biomedicine, and catalysis, among them, framework nanostructures attracted much attention for their compatibility with ions, functional molecules to wid...

In-Situ Synthesis of CuF2 Integrated Cathodes for High-Performance Lithium Metal Batteries with Superb Stability

Abstract Copper fluoride (CuF2) exhibits high theoretical specific capacity and an attractive redox potential, making it a promising lithium metal batteries (LMBs) cathode material. Nevertheless, its cycling performance remains inadequate, with severe capacity loss occurring over...

Multimodal Perception through Synergistic Interface Fusion and Machine-Learning Decoupling in Vertically Integrated Flexible Sensors

Abstract Flexible integrated sensors have been constrained by signal crosstalk from planar layouts and material coupling, restricting the capability for high-precision multiparameter sensing. Here, we develop a biomimetic vertically integrated flexible sensor (BVIS) based on a po...

Monitoring of Doxorubicin-Mediated Mitochondria–Lysosome Crosstalk by In Situ Raman Spectroscopy: The Molecular Mechanism during Apoptosis and Implications for Cardiotoxicity

Abstract Doxorubicin is among the most commonly used chemotherapeutic agents for a wide range of cancers. Despite its effectiveness, it poses long-term cardiotoxic risks that elevate mortality among cancer patients. In this study, doxorubicin-mediated mitochondria–lysosome crosst...

Construction of Bioinspired, Multifunctional, Durable, and Superhydrophobic Sponges for Oil–Water Separation Based on Recycled Flexible Foam

Abstract Aiming at simultaneously settling the problem of waste resource recycling, oily wastewater pollution/health risk, flammability, and durability of traditional oil–water separation materials, this work developed the superhydrophobic/superoleophilic sponge materials (P/APP@...

Multiomics analysis reveals putative neural invasion-associated transcriptional signatures of hepatocellular carcinoma

Perineural invasion (PNI) drives tumor progression, local recurrence, and metastasis in pancreatic, prostate, and head/neck cancers. In hepatocellular carcinoma (HCC), the most common primary liver cancer, classical PNI is rarely observed, and the molecular mechanisms governing H...

Colloidal Electrolyte Enables Bulk-to-Interface Stabilization for Aqueous Manganese Metal Batteries

Abstract Aqueous Mn metal batteries combine the potential for high safety and energy density, yet are limited by high water activity, sluggish Mn2+ desolvation, and severe interfacial parasitic reactions, which cannot be resolved by isolated strategies. Here we develop an ether-o...

An Integrated Strategy for Decoding Bioactive Components and Mechanism of Jingtong Granules: Chemical Characterization, Network Analysis, Pharmacokinetic and Pharmacodynamic Studies

This study aimed to identify bioactive constituents of Jingtong Granules (JTG), a traditional Chinese medicine for cervical spondylotic radiculopathy (CSR), characterize their in vivo exposure, and explore pharmacological targets and pathways. Chemical constituents were character...