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Chen et al. report a tailored self-assembled monolayer to create a localized 2D/3D perovskite heterojunction. This strategy reduces interfacial loss, achieving photovoltages >90% of thermodynamic limit for wide-bandgap cells, and enables perovskite-organic tandem solar cells with efficiency of 27.11%.

Identifying jets originating from heavy quarks plays a fundamental role in hadronic collider experiments. In this work, the ATLAS Collaboration describes and tests a transformer-based neural network architecture for jet flavour tagging based on low-level input and physics-inspired constraints.

Large-effect variants in autism remain elusive. Here, the authors use long-read sequencing to assemble phased genomes for 189 individuals, identifying pathogenic variants in TBL1XR1, MECP2, and SYNGAP1, plus nine candidate structural variants missed by short-read methods.

Emerging evidence underscores biophysical characteristics of cancer cells as key modulators of cancer metastasis. Here, the authors reported a single-cell mechanophenotyping chip that screens deformable CTCs to reveal the hematogenous metastatic potential of bacteria-infected breast cancer.

The authors report superconducting topological surface states (TSS) on MBE-grown Fe(Te,Se) films by high-resolution laser-ARPES. Near the FeTe limit, the surface state disappears due to an electron-correlation-driven topological transition associated with decoherence of the d_xy-orbital-derived bands.

Estimates from the Global Burden of Disease study reveal declines in chronic respiratory disease mortality between 1990 and 2023—especially during the COVID-19 pandemic—but the burdens on people affected remain substantial.

By combining satellite observations with ground-based data and expert validation, this analysis demonstrates considerable misestimation of grassland extent and thereby carbon stock estimates in previous global assessments based on remote sensing.

The hierarchy of DNA repair pathways at stalled replication forks is not fully understood. Here, the authors isolate two mutations in yeast RAD51 with defects in binding to duplex DNA and stalled replication forks, suggesting a role of Rad51 duplex DNA binding in fork stabilization and postreplication repair.

Humanity’s Last Exam, a multi-modal benchmark at the frontier of human knowledge, is designed to be an expert-level closed-ended academic benchmark with broad subject coverage.

Wearable devices generate vast streams of health data, but making sense of these measurements requires complex numerical reasoning beyond the reach of conventional language models. This study introduces a large language model agent that interprets wearable data to deliver accurate, personalized health insights.

Self-supervised reconstruction structured illumination microscopy (SSR-SIM) is a reconstruction approach for SIM that improves image reconstruction by including light modulation priors and information on reconstruction artifacts, while simultaneously eliminating the need for ground-truth images. The improvements allow long-term imaging of sensitive cellular processes.

This study uses single-nucleus RNA sequencing to analyze lung tissue from 141 individuals with chronic obstructive pulmonary disease. Distinct patterns of spatially resolved changes in cell composition and cell states that correlate with clinical features are highlighted.

Researchers studied the blood-based metabolome of over 23,000 people from ten ethnically diverse cohorts. They identified 235 metabolites associated with future risk of type 2 diabetes (T2D). By integrating genetic and modifiable lifestyle factors, their findings provide insights into T2D mechanisms and could improve risk prediction and inform precision prevention.

Fast panoramic rotational ultrasound tomography and photoacoustic tomography are integrated for hybrid rotational ultrasound and photoacoustic tomography, for three-dimensional dual-contrast imaging of soft tissue and vasculature across the human body.

JWST’s COSMOS-Web survey is used to create an ultra-high-detail dark matter map, revealing hidden filaments, clusters and distant structures. By tracing features out to z = 2, this map shows how dark and luminous matter build the cosmic web across cosmic time.

Micromitophagy is found to occur in plant male germline cells, mediated by ATG5–HSP90.2 signalling, and is evolutionarily conserved in angiosperms. This mechanism underpins paternal mitochondrial elimination and supports the zygote-to-embryo transition.

The CMS Collaboration reports the measurement of the spin, parity, and charge conjugation properties of all-charm tetraquarks, exotic fleeting particles formed in proton–proton collisions at the Large Hadron Collider.

A membrane system operating without electricity and inspired by natural fractal transport patterns achieves exceptional nanofiltration performance, offering a simple and reliable source of potable water for decentralized communities.

A protein biomarker, the NOTCH3 extracellular domain, identifies individuals with idiopathic pulmonary hypertension, correlates with disease progression, improves mortality risk prediction and provides a readily implementable, noninvasive blood test for this disease.

How landscapes are arranged affects soil pathogenic fungi worldwide. The authors reveal the global pattern and pronounced scale-dependency of landscape complexity and land-cover quantity on soil pathogenic fungal diversity.

Can a minimal model reveal quasicrystal emergence and associated multi-level hierarchies of crystal patterns? Here, the theoretical discovery of the underlying energy ground states of Hertzian quasicrystal offers a new perspective on its formation.

Enhancing utilization of single atoms is crucial but challenging in electrocatalysis. Here, the authors present a surfactant-assisted freezecasting method to optimize nanocarbon micro- and macrostructures, achieving near-100% site utilization and enhancing single-atom catalyst performance.

The inter-system crossing induced by selenium may undesirably enhance formation of triplet excitons in non-fullerene acceptors, leading to increased non-radiative losses. Here, the authors introduce achiral N-alkyl substituents, achieving maximum efficiency of 20.4% for ternary organic solar cells.

Bioactivity-guided isolation of specialized metabolites is an iterative process. Here, the authors demonstrate a native metabolomics approach that allows for fast screening of complex metabolite extracts against a protein of interest and simultaneous structure annotation.

Amorphous films with tunable thermal conductivity are needed for semiconductor/aerospace fields. Amorphous Al(Ti)N nanoparticles have negligible effect on thermal conductivity of Si₃N₄ 2 W m⁻¹K⁻¹, while incorporating crystal TiN phases increases to 15 W m⁻¹K⁻¹.

Instabilities in chiral plasmas can amplify electromagnetic waves, raising the question of whether chiral solids behave similarly. Now a magneto-chiral instability is demonstrated in tellurium, observed as growing terahertz emission after photoexcitation.

The ALICE Collaboration provides details on the microscopic mechanism that ends up creating antideuteron in high-energy proton–proton collisions at the Large Hadron Collider.

As Nature Aging celebrates its fifth anniversary, the journal asks some of the researchers who contributed to the journal early on to reflect on the past and the future of aging and age-related disease research, the impact of the field on human health now and in the future, and what challenges need to be addressed to ensure sustained progress.

CEST MRI is a unique molecular contrast that indicates specific proton exchange. Its wide clinical translation has been hindered by long scan time. Huabing Liu and colleagues developed a high performance deep-learning-based reconstruction method to enable fast CEST imaging.

Microplastics (MPs) represent an environmental hazard which must be resolved by efficient, cheap, and sustainable remediation technology. Here the authors use an engineered algae to capture MPs and treat wastewater, the captured algae-plastic mix is upcycled into a tougher bioplastic composite.

Nguyen et al. show that the splenic environment provides sequential signals via lymphotoxin and retinoic acid that guide cDC2A development and retention.

Advancements in sequencing technologies and assemblers have enabled us to generate a complete, haplotype-resolved X chromosome in cattle. This study discovers the cattle X centromere is a natural neocentromere and characterises its genetic and epigenetic structure.

Heusler compounds have been predicted to host topological order with other emergent properties, which yet awaits for experimental evidence. Here, Liu et al. report a direct observation of topological surface states on half-Heusler compounds LnPtBi.

The study provides observational evidence of energy transfer in space plasmas, showing hydrogen and helium ions interact differently with ion-scale waves. Despite helium’s low abundance, they show their interaction can excite electrostatic waves, facilitating energy transfer across scales and challenging traditional models.

Basal cells, rather than neuroendocrine cells, have been identified as the probable origin of small cell lung cancer and other neuroendocrine–tuft cancers, explaining neuroendocrine–tuft heterogeneity and offering new perspectives for targeting lineage plasticity.

Most of the world’s food relies on nitrogen and phosphorus fertilizers, but how efficiently crops use these nutrients has remained unclear globally. This study provides global-scale evidence of persistently low nutrient use efficiency with clear crop- and region-specific patterns, offering insights to guide sustainable fertilizer management.

Deaminases of the APOBEC3 family contribute to the mutagenesis of various cancers, including urothelial carcinoma (UC) of the bladder. Here, the authors use functional studies and transcriptomics to demonstrate that APOBEC3 promotes tumour progression and squamous trans-differentiation in UC through IL-1α and downstream activation of the AP-1 transcription factor.

SARS-CoV-2 continues to evolve, necessitating updated vaccines and therapeutics. Here the authors identify three broadly binding antibodies from vaccinated or infected individuals, characterize their conserved non-overlapping RBD epitopes by structural analysis and demonstrate protective effects in a hamster model.

MMCLKin is a multimodal and multiscale contrastive learning framework for kinase-inhibitor affinity prediction, kinase inhibitor selectivity profiling, virtual screening for known, unknown, and mutated kinases, and interpretable analysis.

Zhang et al. design a nanostructure which activates an adaptive martensitic transformation mechanism in a nuclear grade austenitic stainless steel, achieving extraordinary radiation resistance with non-degraded mechanical properties.

While Bell inequalities have been violated several times—mostly in photonic systems—their violations within particle physics experiments are less explored. Here, the BESIII Collaboration showcases Bell-violating nonlocal correlations between entangled hyperon pairs.

Chronic care manages long-term, progressive conditions, while acute care handles short-term ones. Here, authors show chronic conditions account for most of the global health burden, with 68% of DALYs and 93% of YLDs attributed to chronic care needs.

Quantum simulations of the phase diagram of quantum chromodynamics faces hard challenges, such as having to prepare mixed states and enforcing the non-Abelian gauge symmetry constraints. Here, the authors show how to solve the two above problems in a trapped-ion device using motional ancillae and charge-singlet measurements.

Despite recent advances with trappedion-based platforms, achieving quantum networks with link efficiency greater than unity on metropolitan scales is still a challenge. Here, the authors demonstrate a multiplexed quantum network generating heralded entanglement at a rate faster than local decoherence.

The quark structure of the f₀(980) hadron is still unknown after 50 years of its discovery. Here, the CMS Collaboration reports a measurement of the elliptic flow of the f₀(980) state in proton-lead collisions at a nucleon-nucleon centre-of-mass energy of 8.16 TeV, providing strong evidence that the state is an ordinary meson.

A super-pangenome analysis incorporating 123 newly sequenced bryophyte genomes reveals that bryophytes exhibit a larger number of unique and lineage-specific gene families than vascular plants.

Gas-phase actinium monofluoride (AcF) has been produced and spectroscopically studied at the CERN-ISOLDE radioactive ion beam facility; the results highlight the potential of ²²⁷AcF for exceptionally sensitive searches of CP violation.

Investigating the inner structure of baryons is important to further our understanding of the strong interaction. Here, the BESIII Collaboration extracts the absolute value of the ratio of the electric to magnetic form factors and its relative phase for e + e − → J/ψ → ΛΣ decays, enhancing the signal thanks to the vacuum polarisation effect at the J/ψ peak.