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Cardiometabolic disease and depression often co-occur, but their multi-organ basis was unclear. Here, the authors analyse UK Biobank imaging and genetics, identifying abdomen-heart-brain networks and 43 shared loci, improving multimorbidity prediction

This study shows that excessive atmospheric nitrogen deposition can enhance methane production and emissions by impacting microbial phosphorus acquisition due to the change of N/P ratios in oxygenated surface oceans.

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.

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.

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.

cellSTAAR advances noncoding rare variant association analysis by integrating single-cell genomics data.

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.

A single-cell epigenomic atlas of human immune cells highlights cell-type-specific features associated with genetic or environmental exposures.

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.

Native top-down proteomics reveals epidermal growth factor receptor–estrogen receptor-alpha (EGFR–ER) signaling crosstalk in breast cancer cells and dissociation of nuclear transport factor 2 (NUTF2) dimers to modulate ER signaling and cell growth.

Prostate cancer incidence and mortality rates vary across males from diverse populations. Here, the authors perform a proteome-wide association study across different populations and establish population-specific genetic prediction models.

Noradrenergic circuits support and balance aggressive behavioural states in predatory nematodes, distinguish predatory from non-predatory nematode species and are associated with the evolution of complex behavioural traits.

Systems of electron spins in nuclear-spin-rich hosts are gaining attention for quantum memory applications. Using spin ensemble studies, the authors propose transition metal ions in halide double perovskites as promising candidates, featuring long electron spin coherence and deterministic nuclear spin control.

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.

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.

The structural anisotropy necessary for the powered directional rotation of chemically fuelled molecular motors had previously been provided by chiral fuels or enzymes. Now it has been shown that asymmetry in the organocatalyst itself is sufficient for directional fuelled rotation. This informs how chemical energy is transduced through catalysis, the fundamental process that powers biology.

Kim, Wang, Clow and colleagues show that long-range chromatin loops bringing distal enhancers or super-enhancers together with promoters are cohesin dependent and cell type specific, whereas most short-range and promoter-centric transcriptional loops are cohesin independent and constitutive.

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.

Chemoautotrophic carbon fixation is vital for evaluating permafrost carbon-climate feedback, but has been largely ignored. Here the authors find that dark carbon fixation predominates ~1/3 of the investigated thermokarst lakes on the Tibetan Plateau.

An outstanding question about the iron-based superconductors has been whether or not their magnetic characteristics are dominated by itinerant or localized magnetic moments. Absolute measurements and calculations of the magnetic response of undoped and Ni-doped BaFe₂As₂ indicate the latter.

Improved vaccines and antivirals are needed for many enveloped viruses. Here, the authors identify sulfur-based small molecules that disrupt viral membrane properties, inhibiting fusion and entry, and safely inactivate influenza virus. The resulting inactivated influenza vaccine is protective in mice.

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.

Ion diffusion region is an indicator of active magnetic reconnection, but it had not been detected in Jupiter’s magnetosphere previously. Here, the authors show a magnetic reconnection event in Jupiter’s inner magnetosphere that presents the detection of an ion diffusion region.

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.

In this study, the authors present an fMRI‑based signature of corticospinal connections, which predicts individual pain sensitivity, generalizes to patient cohorts, and tracks changes after brain stimulation, suggesting a biomarker to guide personalized pain care.

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.

Screening methods to predict the development of type 1 diabetes (T1D) prior to pancreatic β-cell disruption are currently lacking. Here, the authors perform proteomics analysis of cord serum samples obtained from a Swedish birth cohort and identify an inflammatory signature predictive of disease development with good accuracy, suggesting that an inflammatory stage during pregnancy predisposes to T1D.

Mitochondrial DNA heteroplasmy associates with context-specific nuclear CpG methylation, supported by a cell model. Heteroplasmy–CpG scores relate to mortality and cardiovascular risk, though direction and mechanisms remain unclear.

Paul and colleagues report the development and characterization of an antibody–drug conjugate targeting TRBC2 for the treatment of T cell malignancies.

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.

The phase 3 STEER trial showed that a single intrathecal dose of onasemnogene abeparvovec significantly improved motor function in children and adolescents with spinal muscular atrophy versus sham, with a similar and acceptable safety profile.

Single-layer graphene, owing to its impermeability, is a promising candidate to prevent transmembrane ion transport. Here, the authors report a covalent functionalization method that enables centimeter-sized graphene to function as a proton exchange membrane in a direct methanol fuel cell.

Patients with primary mitochondrial disease manifesting cardiomyopathy are twice as likely to die compared to those without cardiomyopathy. Here, the authors show that a modest increase in cardiac mitochondrial energetics via gene therapy can significantly improve cardiac function and is effective in treating mitochondrial cardiomyopathy.

DNA origami enables precise nanoscale self-assembly. Authors here show how programmable control of interactions and binding angles yields curved surfaces of diverse geometries, broadening the design space for synthetic nanostructures.

iGluSnFR4f and iGluSnFR4s are the latest generation of genetically encoded glutamate sensors. They are advantageous for detecting rapid dynamics and large population activity, respectively, as demonstrated in a variety of applications in the mouse brain.

A multimodal pretrained transformer uses 154,274 pairs of chest CT scans and their corresponding reports and is applied to diverse clinical tasks with multimodal data.

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.

Here the authors use a genome-wide approach to identify genetic variants associated with RNA isoform variation, uncovering new links between transcriptional regulation and complex traits. The findings can advance understanding of disease mechanisms.

Previous structural studies of T cell recognition of SARS-CoV-2 have been confined to spike epitopes. Here the authors assess T cell recognition of SARS-CoV-2 nucleocapsid epitopes, which are more conserved than spike epitopes, providing structural insights into recognition of two epitopes.

The metastatic potential of patients following breast cancer neoadjuvant therapy is highly variable. Here, the authors demonstrated the predictive and prognostic value of ctDNA in 723 patients with high-risk early-stage breast cancer using serial analysis.

Lung adenocarcinomas bearing the ID2 mutational signature display increased LINE-1 retrotransposon activity, which contributes to their fast evolutionary dynamics and aggressive phenotype.

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.

Using generative AI, Insilico Medicine developed an oral PROTAC that potently inhibits and degrades PKMYT1, a synthetically lethal target in cancer, demonstrating high selectivity and strong antitumor efficacy in preclinical models.