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A complementary analysis of DESI DR2 distance measurements along with supernova and CMB data shows consistent, moderate evidence that dark energy changes over time rather than behaving as a simple cosmological constant.

Distinguishing glioblastoma and primary central nervous system lymphoma (PCNSL) remains challenging due to their overlapping pathology features. Here, the authors develop a computational tool, PICTURE, for differentiating similar pathological features enabling improved diagnosis of CNS tumours.

An optical slab waveguide with highly programmable nonlinear functionality is described, enabling the demonstration of versatile control over broadband second-harmonic generation across the spectral, spatial and spatio-spectral domains.

Radiative cooling is an emerging technology for cooling with reduced energy consumption. Here the authors present photoluminescent composites that combine subambient cooling with aesthetic colour, hydrophobicity and durability.

Combining a low-coherence source with silicon nitride ring resonators featuring normal group velocity dispersion enables electrically pumped, high-power microcombs, providing on-chip power up to 158 mW and high-coherence comb lines with linewidths as narrow as 200 kHz.

A new artificial intelligence model, DeepSeek-R1, is introduced, demonstrating that the reasoning abilities of large language models can be incentivized through pure reinforcement learning, removing the need for human-annotated demonstrations.

The intrinsic robustness to perturbations makes antiferromagnets ideal building blocks for spintronic devices, however, it also manipulation and detection of antiferromagnetic ordering difficult. Here, Xu et al demonstrate an anisotropic tunnelling magnetoresistance in an all-antiferromagnetic tunnel junction.

Zhao et al. used single-cell and spatial multiomics data analysis of human and mouse lung adenocarcinoma tumors and cell lines to reveal TP53 mutation-associated changes in cancer cells and their microenvironment.

Squeezed light field microscopy (SLIM) combines ideas from tomography and compressed sensing with light field microscopy to enable volumetric imaging at kilohertz rates, as demonstrated in blood flow imaging in zebrafish and voltage imaging in leeches and mice.

The Einstein Probe has discovered a fast X-ray transient, EP240414a, associated with a broad-lined type Ic supernova. Its unusually soft spectrum and weak jet add to the diversity of stellar deaths and suggest a previously unknown Wolf–Rayet star explosion mechanism.

The accrual of soil carbon from absorptive fine roots exceeds that of leaf litter in forests despite lower productivity, according to an analysis of field observations from Northern Hemisphere forest sites.

A study of several longitudinal birth cohorts and cross-sectional cohorts finds only moderate overlap in genetic variants between autism that is diagnosed earlier and that diagnosed later, so they may represent aetiologically different conditions.

Myocardial contractile force and intracardiac hemodynamic shear stress coordinate the initiation of trabeculation in heart development. Here, the authors report that radially aligned myocardial strain activates snai1b⁺/Notch⁻ cardiomyocytes, initiating delamination for trabeculation.

Fanjiang Kong, Zhixi Tian, Xingliang Hou, Baohui Liu and colleagues report the cloning and functional characterization of J, the locus underlying the long-juvenile (LJ) trait that has enabled tropical cultivation of soybean. They show that J, an ortholog of Arabidopsis ELF3, downregulates the expression of E1, thereby promoting flowering under short-day conditions.

Orthogonal chimeric receptors containing intracellular domains for IL-4R, IL-20R, IL-22R and GCSFR reprogram T cells to promote distinct natural and synthetic cell states with functional and therapeutic implications.

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.

While the ligand coordination microenvironment surrounding catalytic centres influences reactivity, dynamic oxygen reconstruction during water oxidation electrocatalysis complicates structure-based mechanistic insights. Now the in situ formation of lattice O–O ligands has been shown to activate Fe centres in metal oxides and hydroxides, thereby enhancing their oxygen evolution reaction activity.

Electrocatalytic CO₂ conversion offers opportunities for producing sustainable fuels and chemicals, but achieving strong performance with realistic CO₂ sources remains a challenge. Here a system is designed to use high-pressure captured CO₂, and achieves 85% Faradaic efficiency and high-purity C₂H₄ for over 1,500 h.

How changes in species’ native occupancy over time relate to global naturalization success remains unclear. Here, the authors show that species with both high occupancy decades ago and increasing native occupancy ever since are more likely to become naturalized elsewhere.

Polygenic scores for body mass index and obesity constructed using data from 5 million people with different ancestries were associated with distinct weight gain trajectories from early childhood to adulthood.

Polyploidy and subsequent post-polyploid diploidization (PPD) contribute to evolutionary success of plant species. Here, using 11 genomes from all nine subfamilies of Malvaceae as an example, the authors provide evidence to support the “polyploidy for survival and PPD for success” hypothesis.

External Control Arm methods for clinical trials were developed to compare the efficacy of a treatment to a control group that is built with data from external sources. Here, the authors present FedECA, a privacy-enhancing method for analyzing treatment effects across institutions, streamlining multi-centric trial design and thereby accelerating drug development while minimizing patient data exposure.

Weldy et al. show that smooth muscle expression of the RNA editing enzyme ADAR1 regulates activation of the double-stranded RNA sensor MDA5 in a novel mechanism of atherosclerosis.

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.

The death of massive stars has traditionally been discovered by explosive events in the gamma-ray band. Liu et al. show that the sensitive wide-field monitor on board Einstein Probe can reveal a weak soft-X-ray signal much earlier than gamma rays.

Parity-time symmetry breaking and related non-Hermitian phenomena, such as high-order exceptional points, have attracted significant interest across various experimental platforms. Here the authors demonstrate a third-order exceptional point induced by parity-time symmetry breaking in a dissipative trapped ion.

Lineage tracing in mice identifies a subpopulation of basal cells that express Tmprss2 and Nkx3 as the origin of ERG-driven prostate cancer. Upon expansion, these cells show an enrichment for STAT3 chromatin binding and elevated expression of KMT2A and DOT1L as dependencies for ERG oncogenicity.

Bennu comprises components of intra- and extra-Solar System origins. The parent bodies of Bennu, Ryugu and CI chondrites likely formed from a shared but heterogeneous reservoir in the outer parts of the solar protoplanetary disk.

A high-bandwidth neuromotor interface offers performant out-of-the-box generalization across people.

Using in situ high pressure measurements, the structure and density of a sulfide phase with the formula Fe_4+xS₃ have been determined. The thermal stability of this phase makes it a potential candidate to form a Martian inner core.

Single-cell profiling reveals regional and sex-specific transcriptional programs in the aorta, uncovering molecular diversity that may drive site-selective and sex-biased vulnerability to aneurysms.

Resting T cells are difficult to manipulate, and are a reservoir for latent HIV. Here, the authors develop a lipid nanoparticle formulation with the ability to transfect resting primary human T cells, enabling delivery of mRNAs that result in reactivation of latent HIV. This could help development of HIV cure strategies.

Spin defects in 2D materials offer practical advantages for quantum sensing over their 3D counterparts. Here, the authors demonstrate quantum sensing under high pressure using boron vacancy centers in hBN placed inside a diamond anvil cell and use it to detect both stress gradient inside the pressure chamber and pressure-induced magnetic phase transitions.

A long-period radio transient with coincident radio and X-ray emission and observational properties unlike any known Galactic object has been observed by the Australian Square Kilometre Array Pathfinder.

Magic state distillation is achieved with logical qubits on a neutral-atom quantum computer using a dynamically reconfigurable architecture for parallel quantum operations.

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.

Determining how replication forks move across the human genome is critical for the effective use of agents that target replication stress. Here, the authors present DNAscent, an AI supported assay for DNA replication stress in human cells using Nanopore sequencing data.

The advantage of living in cities compared with rural areas with respect to height and BMI in children and adolescents has generally become smaller globally from 1990 to 2020, except in sub-Saharan Africa.

The Fermi-LAT Collaboration reports a significant γ-ray detection (5.2σ) from the coronae of radio-quiet active galactic nuclei, revealing compact (~10 gravitational radii) and extended (~2.7 × 10⁶ gravitational radii) corona regions, challenging existing models.

The semileptonic decay channels of the Λc baryon can give important insights into weak interaction, but decay into a neutron, positron and electron neutrino has not been reported so far, due to difficulties in the final products’ identification. Here, the BESIII Collaboration reports its observation in e+e- collision data, exploiting machine-learning-based identification techniques.

MultiSTAAR provides a general and flexible statistical framework for functionally informed multi-trait rare variant analysis of biobank-scale sequencing studies by jointly analyzing multiple traits and incorporating annotation information.

An origami-inspired ‘metamaterial’ has been engineered to have properties not found in natural materials — enabling it to undergo large, reversible deformations.

Here authors demonstrate how a 2D hybrid perovskite melts and forms glass, uncovering atomic-scale structural and dynamic evolution across the crystal–liquid–glass transition. Local structural motifs are retained, advancing understanding of amorphous hybrid materials.

PandemicLLM adapts the large language model to predict disease trends by converting diverse disease-relevant data into text. It responds to new variants in real time, offering robust, interpretable forecasts for effective public health responses.

A wearable hydrogel-based electrochemical platform is presented for on-demand hydrogen gas therapy, enabling localized gas generation, storage and sustained delivery. This device offers a therapeutic modality for treating ischemia–reperfusion heart disease and skin bedsores, expanding bioelectronics applications in gas-phase chemical delivery.

Feng, Luo and colleagues show that the combination of glucose and fructose, as found in sugar-sweetened beverages, promotes colorectal cancer metastasis through a mechanism involving sorbitol dehydrogenase (SORD).

Achieving phosphorus circularity is a key challenge to realizing sustainable phosphorus use, and recycling is a major route to accomplish this goal. This Review explores global barriers to phosphorus recycling and discusses approaches to overcome the technical, economic and societal challenges in attaining sustainable phosphorus management.

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.

A connectome of the right optic lobe from a male fruitfly is presented together with an extensive collection of genetic drivers matched to a comprehensive neuron-type catalogue.