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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.

Human and rodent supragranular pyramidal neurons differ in HCN channel-related properties. Comparison across primates reveals robust HCN1 expression and HCN channel-dependent physiology, with cell type dependent differences in macaques versus humans.

In an updated report on 70 laboratory-confirmed highly pathogenic avian influenza A H5N1 cases in the USA between March 2024 and May 2025, the absence of human-to-human transmission to date was confirmed, with no known mutations of resistance to neuroaminidase inhibitors.

Inventory data from more than 1 million trees across African, Amazonian and Southeast Asian tropical forests suggests that, despite their high diversity, just 1,053 species, representing a consistent ~2.2% of tropical tree species in each region, constitute half of Earth’s 800 billion tropical trees.

DNA methylation patterns that are associated with disease can reveal genes involved in disease etiology. Here, the authors identify blood DNA methylation signatures that are associated with bronchiolitis severity and play important roles in tissues, cells, and pathways.

Analysing >1,700 inventory plots from the Amazon Tree Diversity Network, the authors show that the majority of Amazon tree species can occupy floodplains and that patterns of species turnover are closely linked to regional flood patterns.

A high-resolution, global atlas of mortality of children under five years of age between 2000 and 2017 highlights subnational geographical inequalities in the distribution, rates and absolute counts of child deaths by age.

Geospatial estimates of the prevalence of anemia in women of reproductive age across 82 low-income and middle-income countries reveals considerable heterogeneity and inequality at national and subnational levels, with few countries on track to meet the WHO Global Nutrition Targets by 2030.

Fine-scale geospatial mapping of overweight and wasting (two components of the double burden of malnutrition) in 105 LMICs shows that overweight has increased from 5.2% in 2000 to 6.0% in children under 5 in 2017. Although overall wasting decreased over the same period, most countries are not on track to meet the World Health Organization’s Global Nutrition Target of <5% in over half of LMICs by 2025.

Multi-ancestry genome-wide association meta-analysis identifies new risk loci for CAC. Functional evidence implicates candidate causal genes as regulators of smooth muscle cell-mediated calcification.

Stem-like CD8⁺ T cells specific for lymphocytic choriomeningitis virus are generated early during chronic infection, suggesting that this crucial fate commitment occurs irrespective of the infection outcome.

Although progress in the coverage of routine measles vaccination in children in low- and middle-income countries was made during 2000–2019, many countries remain far from the goal of 80% coverage in all districts by 2019.

Bhattacharjee and Schaeffer et al. map exclusive breastfeeding (EBF) in 94 low- and middle-income countries (LMICs), finding increased EBF practice and reduced subnational variation across the majority of LMICs from 2000 to 2018. However, only six LMICs will meet WHO’s target of ≥70% EBF by 2030 nationally, and only three will achieve this in all districts.

Analyses of the proportions of individuals who have completed key levels of schooling across all low- and middle-income countries from 2000 to 2017 reveal inequalities across countries as well as within populations.

Reproductive barriers can evolve despite gene flow. A combination of genomics and behavioural assays shows two mitonuclear incompatibilities originated via ancient hybridization that underlie hybrid inviability in a pair of closely related swordtail fishes.

The gut virome is a complex ecosystem and has a critical role in human health. This Review outlines gut virome composition and functional relevance, and its role in human health and disease. Methodological challenges in advancing our knowledge of the gut virome are also discussed.

Here the authors characterize the sequence-specific effect of an anticancer compound on mRNA cleavage, providing insights into the mechanism of mRNA 3′ processing.

Entanglement was observed in top–antitop quark events by the ATLAS experiment produced at the Large Hadron Collider at CERN using a proton–proton collision dataset with a centre-of-mass energy of √s  = 13 TeV and an integrated luminosity of 140 fb⁻¹.

de Vries, Conomos, Singh and Nicholson et al. identify two additional loci associated with coronary artery calcification (ARSE and MMP16) via a genome-wide association study in 22,400 participants from multiple ancestral groups and prove that ARSE is a mediator of vascular smooth muscle cell calcification and phenotype switching.

Clinical outcomes of respiratory syncytial virus A infection are associated with kinetics of defective viral genome accumulation in humans.

A reconfigurable nanophotonic silicon probe, implanted in anaesthetized mice, that switches multiple optical beams in less than 20 μs enables the optical stimulation of multineuron spike patterns in the brain at sub-millisecond precision.

A series of dynamic games built around collective action dilemmas in conservation suggest that payments to encourage conservation often fail to jointly improve agricultural production and environmental outcomes, but are more successful in more educated and gender diverse groups.

Tree species turnover across Amazonian forests unveils sharp floristic transitional zones, that are linked with changes in soil fertility and climate.

Ten years after the discovery of the Higgs boson, the ATLAS  experiment at CERN probes its kinematic properties with a significantly larger dataset from 2015–2018 and provides further insights on its interaction with other known particles.

The spike protein of the Omicron variant of SARS-CoV-2 has a higher affinity for ACE2 than Delta, and a marked change in its antigenicity increases Omicron’s evasion of therapeutic and vaccine-elicited neutralizing antibodies.

Using 13 functional traits we characterize the Amazonian trees and the communities they form. Amazonian tree communities are distributed along a fast-slow-spectrum. This results in clear differences in traits among these forests, as well as their biomass and biomass productivity.

Ithaca—a deep neural network for textual restoration, geographical attribution and dating of ancient Greek inscriptions—collaboratively aids historians’ study of damaged texts.

A study mapping the tree species richness in Amazonian forests shows that soil type exerts a strong effect on species richness, probably caused by the areas of these forest types. Cumulative water deficit, tree density and temperature seasonality affect species richness at a regional scale.

Genome-wide analyses identify variants near HDAC9 associated with abdominal aortic calcification and other cardiovascular phenotypes. Functional work shows that HDAC9 promotes an osteogenic vascular smooth muscle cell phenotype, enhancing calcification and reducing contractility.

A stochastic background of gravitational waves is expected to arise from a superposition of a large number of unresolved gravitational-wave sources and should carry unique signatures from the earliest epochs of the Universe. Limits on the amplitude of the stochastic gravitational-wave background are now reported using the data from a two-year science run of the Laser Interferometer Gravitational-wave Observatory. These limits rule out certain models of early Universe evolution.

NO participates in numerous physiological processes of which many involve the reaction of NO with metalloenzymes to form a metal–nitrosyl (M–NO). Now, addition of NO to models of type 1 Cu sites has provided a fully characterized S-nitrosothiol adduct, [Cu^I](κ¹-N(O)SR), that reversibly loses NO upon purging with an inert gas. These findings suggest a new motif for reversible binding of nitric oxide at bioinorganic metal centres.

In this Review, Voolstra, Raina, Peixoto and colleagues discuss our current knowledge of the function and role of the bacterial microbiome in coral health and disease, and elucidate the response of the host-associated bacteria to global change, which bears implications for coral reef conservation.