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Here, the authors find that time-varying brain network analysis better captures cognitive processing than static methods and reveals network measurement linked to task performance and psychopathology that offer precise neural markers for mental health risks.

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.

Spin transport properties of magnetically ordered materials have been well studied. Here, the authors report an anomalous spin signal exhibiting spin transport over 480 microns in the frustrated hyperkagome magnetic insulator Gd₃Ga₅O₁₂.

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.

Metabolite signatures were identified for subtypes of dietary carbohydrate, including added sugar, whole grain and refined grain, and showed different associations with type 2 diabetes, providing an objective measure of dietary risk.

Endosomal sequestration of lipid-based nanoparticles is a barrier to delivery of nucleic acids. Here the authors test an array of cholesterol variants and perform in-depth investigation of nanoparticle shape, internal structure and intracellular trafficking.

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.

Liquid-based direct air capture relies on natural gas combustion to drive calcination. Here, the authors present a solar-driven hydrogen-fluidized solar calciner integrated with on-site CO₂ conversion to produce sustainable aviation fuel. The analysis shows its economic feasibility.

Using historic measles epidemiological data from England and Wales in a competing-risks framework, the authors find that metapopulation aggregation in neighbouring towns and cities played an important role in driving national dynamics in the prevaccination era.

Here the authors use phage display to develop cystine-knot peptides that inhibit the trimeric serine protease HTRA1. Structural and biochemical characterisation uncovered binding of the peptides to a cryptic pocket that locked the active site in a noncompetent state.

Human activities dampen the expected increase in evapotranspiration during California’s transition from extreme drought to an exceptionally wet year during 2022–2023, as revealed through a framework that disentangles natural and anthropogenic contributions to evapotranspiration.

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.

Previous ophthalmic foundation models have struggled to generalize effectively to diverse and rare fundus diseases, restricting their clinical applicability. Here, the authors introduce a vision-language foundation model that demonstrates superior performance in diagnosing both common and rare fundus conditions.

Arabzade, Shirnekhi, Varadharajan, Ippagunta and colleagues show that the zinc finger translocation-associated (ZFTA) fusion oncoproteins gain intrinsically disordered regions, inducing nuclear condensate formation and oncogenic activation.

Rare-earth-doped crystals are prime candidates for qubit storage that could be easily interfaced with photonic systems. Towards this end, Siyushev et al.show the initialization, coherent manipulation and readout of single-electron spins on cerium ions embedded in YAG crystals.

CO oxidation catalysts face a tradeoff between high activity and stability due to oxidation-induced deactivation. By trapping Pt clusters at stepped CeO₂ pockets, this work circumvents the stability-activity dilemma.

The joint analysis of datasets from NOvA and T2K, the two currently operating long-baseline neutrino oscillation experiments, provides new constraints related to neutrino masses and fundamental symmetries.

Whether multimorbidity accelerates brain Aβ deposition in humans remains largely unknown. Here, the authors demonstrate that higher self-reported multimorbidity burden predicts increased brain Aβ accumulation rates in the ADNI cohort.

Recurrent sporadic mutations are important risk factors for autism spectrum disorders (ASDs) but have been primarily investigated in European cohorts. Here, Eichler, Xia and colleagues analyse risk genes in a large Chinese ASD cohort and find novel recurrences of potential pathogenic significance.

Pulmonary hypertension due to left heart disease is characterized by pulmonary arterial stiffening that results from extracellular matrix remodeling. Here, the authors show that elastin stabilization improves arterial biomechanics and attenuates pulmonary hypertension.

The mechanisms that regulate the electrochemical equilibrium of condensates are not well understood. Now it has been shown that the aging process of biomolecular condensates can dynamically modulate the electrochemical equilibrium between phases, thereby affecting the physicochemical functions of condensates. This process potentially provides an active mechanism modulating intracellular ion flux.

Transition-metal single-atom catalysts display excellent activity per metal atom site, but suffer from low metal atom densities (typically less than 5 wt% or 1 at.%), which limits their overall catalytic performance. Now, the use of a graphene-quantum-dot primary support, later interweaved into a carbon matrix, has enabled the synthesis of single-atom catalysts with high transition-metal atom loadings of up to 40 wt% or 3.84 at.%.

A large genome-wide association study of more than 5 million individuals reveals that 12,111 single-nucleotide polymorphisms account for nearly all the heritability of height attributable to common genetic variants.

Understanding deregulation of biological pathways in cancer can provide insight into disease etiology and potential therapies. Here, as part of the PanCancer Analysis of Whole Genomes (PCAWG) consortium, the authors present pathway and network analysis of 2583 whole cancer genomes from 27 tumour types.

A genome-wide association meta-analysis study of blood lipid levels in roughly 1.6 million individuals demonstrates the gain of power attained when diverse ancestries are included to improve fine-mapping and polygenic score generation, with gains in locus discovery related to sample size.

By regulating the level of accessible cholesterol on endothelial cells via OSBP/ORP-mediated transport, tetraspanin tunes the balance of Cdc42 and RhoA activities to affect vascular inflammation. Reducing accessible cholesterol by statin treatment or blocking its non-vesicular transport by OSBP/ORP inhibition can limit vascular inflammation.

Estimates from the Global Dietary Database indicated that 2.2 million new type 2 diabetes and 1.2 million new cardiovascular disease cases were attributable to sugar-sweetened beverages worldwide in 2020, with the highest burdens in sub-Saharan Africa, Latin America and the Caribbean.

Analysis of cancer genome sequencing data has enabled the discovery of driver mutations. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium the authors present DriverPower, a software package that identifies coding and non-coding driver mutations within cancer whole genomes via consideration of mutational burden and functional impact evidence.

The authors present SVclone, a computational method for inferring the cancer cell fraction of structural variants from whole-genome sequencing data.

Species diversity is thought to play an important role in maintaining production stability. Shi et al.demonstrate that the dominant C4 plant also makes a substantial contribution to temporal stability in a grassland ecosystem subject to 15 years of experimental warming and hay harvest.

Whole-genome sequencing data for 2,778 cancer samples from 2,658 unique donors across 38 cancer types is used to reconstruct the evolutionary history of cancer, revealing that driver mutations can precede diagnosis by several years to decades.

The pilot phase of PigGTEx, re-analyzing 5,457 published RNA-seq samples, presents a pan-tissue catalog of molecular quantitative trait loci. Cross-species comparisons identify traits with shared genetic regulation in humans.

TRIM7 acts as an antiviral factor during SARS-CoV-2 infection, by ubiquitinating the M protein on K14 and inhibiting caspase-6-dependent apoptosis. The natural K14 mutations in circulating strains support the physiological role of M ubiquitination.

What is the state of trust in scientists around the world? To answer this question, the authors surveyed 71,922 respondents in 68 countries and found that trust in scientists is moderately high.

Viral pathogen load in cancer genomes is estimated through analysis of sequencing data from 2,656 tumors across 35 cancer types using multiple pathogen-detection pipelines, identifying viruses in 382 genomic and 68 transcriptome datasets.

Pulendran and colleagues define a molecular signature that can be used to predict the durability of antibody responses to vaccination and reveal important insights into the mechanisms by which vaccines induce durable immunity.

Literature produced inconsistent findings regarding the links between extreme weather events and climate policy support across regions, populations and events. This global study offers a holistic assessment of these relationships and highlights the role of subjective attribution.

The flagship paper of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium describes the generation of the integrative analyses of 2,658 cancer whole genomes and their matching normal tissues across 38 tumour types, the structures for international data sharing and standardized analyses, and the main scientific findings from across the consortium studies.

Integrative analyses of transcriptome and whole-genome sequencing data for 1,188 tumours across 27 types of cancer are used to provide a comprehensive catalogue of RNA-level alterations in cancer.

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.

Computationally designed protein binders with high affinity for overexpressed antigens on tumour cells in glioblastoma enhance the antitumour activity of cytotoxic T cells with chimeric antigen receptors.

Incomplete denitrification associated with the micro-niche of marine particles, instead of nitrification as previously assumed, is a major source of N₂O in the turbid coastal waters, even though the water is well-oxygenated.

Analyses of 2,658 whole genomes across 38 types of cancer identify the contribution of non-coding point mutations and structural variants to driving cancer.

Some cancer patients first present with metastases where the location of the primary is unidentified; these are difficult to treat. In this study, using machine learning, the authors develop a method to determine the tissue of origin of a cancer based on whole sequencing data.

Multi-omics datasets pose major challenges to data interpretation and hypothesis generation owing to their high-dimensional molecular profiles. Here, the authors develop ActivePathways method, which uses data fusion techniques for integrative pathway analysis of multi-omics data and candidate gene discovery.