The modulation of the surface structure of platinum-based single-atom alloys is crucial for improving the catalytic performance in propane dehydrogenation. The optimization of the surface structure of PtCu clusters was attained through regenerative treatment, which significantly improved the propylene yield and catalytic stability, thereby offering a viable strategy for the design of alloy catalysts applicable to various high-temperature dehydrogenation reactions.

NiMo-NiMoO_x with crystalline/amorphous heterointerface was fabricated by a facile electrodeposition method. Theoretical calculations and experimental results confirm that the introduction of Mo atoms can not only lower the energy barrier of water dissociation and optimize the capacity for hydrogen adsorption/desorption, but also modulate the ratio between crystalline and amorphous phases, increasing the heterostructure interfaces and enriching active sites. Thus, the NiMo-NiMoO_x electrocatalyst exhibits remarkable HER catalytic properties and durability. It requires a low overpotential of 30 mV at the current density of 10 mA cm^-2 in 1.0 M KOH, as well as a long-term stability with slight degradation after operating for over 80 h. Moreover, it also exhibits excellent activity and stability with negligible declination in the simulated alkaline seawater, making it highly promising for seawater electrolysis applications.

The application of CAR-T cell therapy against solid tumors is often hindered by the dense and rigid tumor extracellular matrix (ECM). While combining CAR-T with hyaluronidase (HAase) to reduce ECM is apparent, the efficacy is limited because of low accumulation and penetration efficiency of HAase inside the tumor tissue. Herein, the stimuli-responsive HAase-loaded nanogels (H-NGs) which are conjugated on the surface of CAR-T cells were designed for synergistically improving HAase accumulation, ECM degradation and CAR-T cell efficacy. The conjugation of H-NGs on the T cell surface was achieved through metabolic oligosaccharide engineering (MOE) in a semi-quantitatively controlled manner. Intravenous injection of H-NGs armed CAR-T cells resulted in more ECM degradation than co-injection of CAR-T cells and free H-NGs, leading to an 83.2% tumor inhibition rate and relieves tumor suppressive microenvironment in the Raji solid tumor model. Proteomic analysis of the harvested tumor tissues indicated that the combining of H-NGs and CAR-T cell collaboratively reduces cell adhesion and enhanced leukocyte transendothelial migration. Overall, this work simultaneously boosts the efficacy of hyaluronidase and CAR-T cells in combating solid tumor, which has broad application potential in cancer combination therapy.

A groundbreaking study led by researchers at Huazhong University of Science and Technology (HUST) has developed a high-performance near-infrared (NIR) computational spectrometer using finely-tuned lead sulfide (PbS) quantum dots (QDs). This innovation, published in Nano Research, achieves a spectral resolution of 1.5 nm, making it a powerful tool for applications ranging from qualitative material identification to quantitative alcohol content measurement in liquor. The study highlights the critical role of QD monodispersity and precise synthesis in enhancing spectrometer performance, paving the way for portable, low-cost NIR spectrometers in industrial and consumer applications.

In a groundbreaking study published in Nano Research, researchers from Beijing Normal University (Zhuhai) and the University of Wollongong have developed a novel catalytic system that significantly enhances the efficiency of hydrogen oxidation reactions (HOR) in alkaline media. This advancement could pave the way for more efficient and durable anion exchange membrane fuel cells (AEMFCs), a critical component in the transition to clean energy technologies.

Hydrogen fuel cells are a promising alternative to fossil fuels, offering a clean and renewable energy source. However, the efficiency of these cells is often limited by the sluggish kinetics of the hydrogen oxidation reaction, particularly in alkaline environments. Platinum (Pt) is the most effective catalyst for HOR, but its performance is hindered by high hydrogen adsorption binding energy (HBE) and insufficient hydroxyl adsorption energy (OHBE). This study addresses these challenges by introducing a new catalytic system that balances HBE and OHBE, thereby improving the overall efficiency of the reaction.

Single-atom cobalt catalysts have been recognized as promising alternatives to natural enzymes. However, their relatively low catalytic activity greatly limits their further application. Herein, Single cobalt sites immobilized on defective carbon nanosheets (2D Co-CN(H)) can act as efficient oxidase mimics with high atom utilization efficiency. In particular, the 2D Co-CN(H) catalysts are found to be twice as effective as defect-free Co-CN catalysts. Combined experimental and theoretical analyses reveal that the defects around atomic cobalt sites can rationally regulate the electronic distribution, significantly promoting the cleavage of O-O bonds and thus improving their oxidase-like performance. Taking advantage of the excellent oxidase-like activity of 2D Co-CN(H) catalysts and the good photothermal properties of oxTMB, an innovative dual-mode colorimetric-photothermal sensing platform toward effective discrimination and detection of dihydroxybenzene isomers has been successfully constructed. This study not only highlights the important role of defects on the oxidase-like activity of single-atom nanozymes, but also broadens their potential applications in environmental conservation.

Researchers from Sun Yat-sen University’s Shenzhen Campus, led by WenYuan Yang and Gege Jianga, have developed a decentralized federated learning framework, DFUN-KDF, to enhance UAV network efficiency. By leveraging federated knowledge distillation, it reduces data transmission by up to 99% while addressing model heterogeneity. A robust filtering mechanism ensures stability by eliminating faulty or malicious data. DFUN-KDF outperforms traditional methods in communication energy efficiency, adaptability, and resilience to node failures and attacks. This scalable solution offers significant potential for large-scale UAV deployments in urban management and logistics.

Polyoxometalates (POMs) have broad applicability and significant potential in electrocatalysis and photocatalysis. However, the practical application of pure POMs is significantly constrained by their decomposition in polar media (such as neutral and alkaline solutions). The modification of POMs with metal-calixarene clusters is beneficial for fabricating functional hybrid materials with the combined merits of the two components. Four new thiacalixarene-functionalized polyoxometalate clusters were synthesized by researchers at School of Petrochemical Engineering, Liaoning Petrochemical University, China. These four clusters were characterized by Keggin-type PM₄Mo₈ motifs, which confer redox properties similar to those of PMo₁₂O₄₀³⁻ (PMo₁₂) while providing superior structural stability and electrocatalytic reduction of IO₃⁻. The substitution of four metal ions in PMo₁₂, along with the capping TC4A ligand and VO unit, significantly modulated visible-light absorption, enhancing photothermal conversion in the solid state and organic solutions.