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Multimodal immune profiling of ART pregnancies reveals systemic immune hyperactivation in gestational diabetes, characterized by activated CD8⁺ T cells, altered immune repertoires, and inflammatory signaling driven by FOS/JUN and KLF6.

Pan et al. report an N-Ni/NiCo@C catalyst for solar-driven photothermal methane dry reforming. Its designed structure enables a lattice oxygen-free reaction mechanism, achieving high efficiency and stability.

Electrochemical synthesis of solid compounds is an emerging frontier in electrocatalysis. Here, the authors report a Pt catalyst whose surface-coordinated halogens alleviate the scaling effect by regulating the local environment and enable simultaneous Mg(OH)₂ and H₂ production from natural seawater.

Sepsis’s profound heterogeneity complicates prognosis and stratification. Here, the authors show that SepsisFormer and SMART, explainable AI models integrating coagulation–inflammation markers, enable outcome prediction, real-time risk assessment, and subgroup identification to guide sepsis therapy.

The authors conducted a genome-wide association study of bipolar disorder (BD) in Han Chinese and integrated PGC4 East Asian and European datasets, discovering 23 novel loci, prioritizing 39 credible risk genes and implicating BD-related cell types and druggable targets.

Metal nanoclusters are promising for flexible light-emitting diodes but face efficiency and stability challenges. Here, the authors employ a π-conjugated mediator to align dipole alignment, yielding devices with 26.4% external quantum efficiency and 94% efficiency retention after 2000 bending cycles.

Water and sediments in artificial reservoirs face increasing pollution from polycyclic aromatic hydrocarbons, and effective management depends on considering distinct chemical and regional patterns, according to analysis of a global dataset.

Artificial intelligence-based detection of gastric cancer at different stages from noncontrast computed tomography is suggested to be feasible in a retrospective analysis of large and diverse cohorts, including real-world populations in opportunistic and targeted screening scenarios.

Hepatocyte-specific GPR110 mediates metabolic dysfunction-associated steatohepatitis progression by regulating hepatic oestrogen sensitivity in a sex-specific manner, specifically in female mice.

All-solid-state batteries offer high energy density and safety but face interfacial and mechanical challenges. Here, authors present a dispersed defect toughening strategy for halide electrolytes, improving mechanical robustness without sacrificing conductivity, advancing practical use of all-solid-state batteries.

Ga₂O₃ devices suffer from poor heat dissipation due to their low thermal conductivity. Here, the authors demonstrate that forming covalent bonds with SiC increases the interfacial thermal conductivity to 162 MW/m²·K, thereby reducing self-heating and enabling reliable high-power operation.

This work presents EqGPT, a knowledge-guided generative framework that leverages documented PDE structures to autonomously generate, evaluate, and optimize candidate equations for recovering and uncovering complex PDEs.

A bookkeeping approach shows that disturbed tropical humid forests experienced net aboveground carbon loss during 1990–2020, primarily driven by small but persistent deforestation clearings owing to persistent land-use conversion without forest regrowth.

To fully realize LLMs’ potential value in clinical applications, effective methods to enhance their quality and credibility are required. Here, the authors present LINS, a framework to enhance medical LLM responses by integrating up-to-date evidence and supporting clinical tasks, and validate it through new physician-curated datasets and large-scale user trials.

Subsurface structure dictates the catalytic activity in heterogeneous catalysis. Here, the authors report an atomic diffusion pathway mediated subsurface engineering strategy, enabling precise control of subsurface atomic layers in Pt-based intermetallic compounds.

Early detection and accurate diagnosis of focal liver lesions are crucial for effective treatment and prognosis. Here, the authors present a fully automated diagnostic system that leverages multi-phase CT scans and clinical features, for diagnosing liver lesions.

Going from model development to a pilot implementation study, a deep learning model shows that acute aortic syndrome can be diagnosed directly from noncontrast CT, increasing accuracy and decreasing time to diagnosis.

Conventional solid-state electrolyte design is limited by dopant–lattice compatibility. This work introduces solid dissociation, using halide van der Waals materials to dissolve salts and create amorphous conductors with high ionic conductivity and potential for use in devices.

The hydroheteroarylation of internal alkynes with indolizines via Pd and Rh catalysis is reported. This catalyst-controlled three-dimensional divergent protocol produces eight types of diaryl allyl skeleton (through combinations of E/Z and R/S stereochemistry and 1,1-/1,3-substitution patterns).

Here, in a large-scale clinical trial, the authors associate gut microbiota composition and metabolic status with effectiveness of dietary fiber intervention in prediabetes, and provide a clinically applicable model to guide microbiome-targeted personalized medicine.

Li et al. report the regulation of perovskite quantum dot growth after nucleation by designing ligand exchange utilising proton transfer. The Ostwald ripening and regrowth are prohibited with an external quantum efficiency of 26.04% achieved in the pure-red perovskite light-emitting diodes.

Using healthy mitochondria to restore impaired mitochondrial homeostasis is a promising therapy for pulmonary fibrosis. Here the authors use joint-engineered mesenchymal stem cells for efficient mitochondrial delivery to injured lung cells, showing a successful mitigation of the disease.

Shape-changing substrates are pivotal for advancing minimally invasive, conformable bioelectronics, yet their implantation is hindered by inaccessible triggering mechanisms and complex geometric fabrication. Here, the authors report a digital 4D printing technique for fabricating customized shape memory hydrogel substrates enabling trigger-free shapeshifting with predefined onset periods.

How extramedullar cytokines regulate hematopoietic stem cell (HSC) homeostasis is unclear. Here, the authors show that the cytokine leukocyte cell-derived chemotaxin 2 regulates HSC expansion and mobilisation via tumour necrosis factor and interaction with CD209a in macrophages.