Search

This study presents ECloudGen, which uses latent diffusion to generate electron clouds from protein pockets and decodes them into molecules. The adopted two-stage training expands the chemical space accessible to generative drug design.

Here the authors develop a novel statistical method for quantifying mutation burden from whole genome sequencing data and use it to discover the genetic, genomic, and phenotypic correlates of clonal hematopoiesis without known driver genetic lesions.

A population genomic analysis of 1,854 Listeria soil isolates collected across the contiguous United States identifies geographically prevalent phylogroups with increased pangenome openness and recombination, as a result of adaptation to variable environments.

Electrochemical CO_x reduction to multi-carbon products is hindered by low energy efficiency, in part due to sluggish ion transport across charge-selective membranes used in electrolysers. Here the authors use a porous, non-charge-selective separator that enhances ion transport and improves performance for CO electrolysis.

Polygenic risk scores can help identify individuals at higher risk of type 2 diabetes. Here, the authors characterise a multi-ancestry score across nearly 900,000 people, showing that its predictive value depends on demographic and clinical context and extends to related traits and complications.

Alkaline-earth phenoxides show promise as optical cycling centres; however, their properties when connected to larger structures is unclear. Now it has been shown that their optical cycling remains efficient despite increasing molecular complexity, enabling the scaling of laser-coolable molecules toward larger structures and surface-bound quantum systems.

Here the authors use a range of approaches to examine the interplay between genetic variants linked to risk for polygenic skin diseases and transcription factors (TFs) important for skin homeostasis. The findings implicate dysregulated binding of specific TF families in risk for diverse skin diseases.

Massively parallel reporter assay in primary human CD4⁺ T cells and bulk and single-cell CRISPR-interference screens identify candidate causal variants linked to autoimmune disease risk that modulate T cell gene expression and proliferation.

A reinforcement learning-based virtual reality system, implementing a series of sport sessions with coaching, was as effective as standard physical activity in reducing fat mass in adolescents, with positive effects on cognition.

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.

When light is absorbed by metal nanoparticles, electromagnetic energy is focused far beyond the diffraction limit. Here, the authors show that this energy can be further localized by the dissipation of energy within a bimetallic antenna-reactor system into attached palladium satellites.

Recently, the increased capabilities in generating pulsed optical fields that are rigidly transported in linear media without diffraction or dispersion has opened the path to realisation of 3D optical skyrmionic structures. Here, the authors demonstrate 3D-localized optical merons by imprinting polarization textures onto the momentum-energy space of ultrafast light pulses.

Identifying genes involved in MYC-driven lymphoma reveals therapeutic vulnerabilities. Here, the authors show by using CRISPR knockout screens in primary cells in vivo that the GATOR1 complex suppresses MYC-driven lymphomagenesis, and that GATOR1-deficient lymphomas are sensitive to mTOR inhibitors.

Here, a combination of forward genetics and genome-wide association analyses has been used to show that variation at a single genetic locus in Arabidopsis thaliana underlies phenotypic variation in vegetative growth as well as resistance to infection. The strong enhancement of resistance mediated by one of the alleles at this locus explains the allele's persistence in natural populations throughout the world, even though it drastically reduces the production of new leaves.

Petroni et al. report that the infiltration of IL-17A-secreting γδ T cells in the tumor microenvironment coupled with the accumulation of immunosuppressive macrophages is associated with resistance to CDK4/CDK6 inhibition in HR⁺HER2⁻ breast cancer.

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.

Liu and colleagues examine how severe acute respiratory syndrome coronavirus 2 variants evade CD8⁺ T cell epitope recognition.

High-entropy nanocarbides (HENCs) containing 5–22 metal elements are synthesized through a nanoconfined impulse synthetic strategy enabled by Joule heating-induced in situ reactions in carbon nanotube films. These HENCs exhibit multi-element effects and enhanced electrocatalytic activities due to their nanoscale size and modified catalytic sites.

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.

Current industrial methods of ethylene glycol production generate substantial CO₂ emissions. Here electrocatalytic ethylene-to-ethylene glycol conversion is coupled to electrochemical CO₂ capture, decreasing carbon intensity by an order of magnitude.

Solubility prediction is a longstanding challenge in the chemical sciences. Here, authors use deep learning to predict organic solubility and extrapolate to new solutes with accuracy approaching the limit of experimental variability.

Stable and robust topological edge modes are observed at finite temperatures in an array of 100 programmable superconducting qubits because of emergent symmetries present in the prethermal regime of this system.

The Li lab mapped molecularly distinct Purkinje cell (PC) subtypes in 3D and linked them to adult cerebellar architecture. They found that Foxp1/Foxp2 are essential for PC diversity and that Foxp1⁺ PCs are required for the formation of the cerebellar hemisphere.

Alterations in lipid metabolism and circulating lipid species have been reported in patients with acute critical illness. Here the authors show that selective rise in systemic phosphatidylethanolamine levels is a common feature of critical illness that associates with worse clinical outcomes.

In this study, Yang et al. compile a global dataset to uncover the degree to which plants coordinate root and seed traits. They report a global positive correlation between root diameter and seed size, driven by dual roles of arbuscular mycorrhiza in phosphorus uptake and pathogen defence.

The authors reveal that even within a few-nanometre thin films, ultrafast all-optical magnetisation switching is spatially inhomogeneous along the depth and driven by the picosecond propagation of a transient domain boundary.

The mechanism by which sulfur is incorporated into the furanose ring in albomycins—a group of natural nucleoside antibiotics—remains unclear. Now, this work explains how twitch radical S-adenosyl-l-methionine enzyme AbmM catalyses sulfur-for-oxygen replacement in the biosynthesis of albomycin δ₂.

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.

LGR4 distinguishes Norrin and RSPOs via distinct binding modes to drive separate Wnt signaling outcomes. Here, the authors use cryo-EM to reveal a LGR4–Norrin complex that blocks Frizzled4, highlighting a regulatory checkpoint and develop a nanobody that targets both ligands.

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.

Machine-learning-augmented single-nucleus transcriptomic analysis compared molecular landscapes of immature neurons in the mammalian hippocampus across species, highlighting human-specific gene expression but convergent biological processes.

A preclinical covalent compound, CMX410, contains a aryl fluorosulfate warhead that targets the acyltransferase domain of Mtb Pks13, an essential enzyme in cell-wall biosynthesis, making it a promising candidate for tuberculosis treatment regimens.

Therapeutic checkpoint for acute myeloid leukemia requires further investigations. The authors here identify ST2⁺ Treg cells facilitate AML growth by inducing CD8⁺ T cell depletion and exhaustion, while targeting ST2 by antibodies depletes ST2⁺ Treg cells and improves AML prognosis.

Human papillomavirus (HPV) DNA testing is the preferred method for cervical cancer screening, but existing tests are inaccessible for resource-limited settings. Here, authors develop a low-cost, simple HPV DNA assay suitable for bedside testing and demonstrate strong performance in Mozambique.

Ageing is linked to environmental factors. This study shows that although participants gradually adapted to heat over time, cumulative exposure to heatwaves had stable and adverse impacts on ageing, especially among manual workers, rural residents and those with limited air conditioning.

The blood-brain barrier (BBB) regulates the extracellular composition of the central nervous system (CNS), but it is not known whether its properties differ across CNS regions. Here, the authors show in mice that the BBB exhibits regional specializations, and that such specializations can be important for the function of specific neural circuits.

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.

Wildfires are becoming increasingly frequent in several regions around the world due to climate change, posing serious health risks, especially for respiratory diseases. This study examines the respiratory health risk and burden of wildfire-specific PM_2.5 pollution across eight countries and territories.

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.

The phase transitions of rare earth nickelates have attracted intensive study as they arise from the complex interplay of charge, spin and lattice degrees of freedom. Here Guo et al. present evidence that LaNiO₃ has an unanticipated magnetically ordered metallic phase.

Genome-wide analyses identify 30 independent loci associated with obsessive–compulsive disorder, highlighting genetic overlap with other psychiatric disorders and implicating putative effector genes and cell types contributing to its etiology.

Understanding localized heating of a material by a beam of electrons is important in electron microscopy, but measuring temperature at the nanoscale is difficult. Here, the authors show that a vanadium dioxide nanowire can act as a microthermometer and measure electron beam heating in silicon nanowires.

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.

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.

Stabilizing lithium-metal anodes is challenging due to their high reactivity with electrolytes. This work presents a dual-passivation polymer coating that enhances solid–electrolyte interphase stability, improving cycling performance and increasing capacity retention over extended cycles.

SARS-CoV-2 rebound is a recurrence of symptoms or return to test positivity after initial recovery. Here, the authors demonstrate an association between SARS-CoV-2 rebound and post-acute COVID conditions using data from Hong Kong.

A stable plasma state with a high ratio of plasma to magnetic pressures is likely to be a key requirement for any future magnetic fusion reactor. Here, the authors create such a plasma using a field reversed configuration and active plasma boundary control and demonstrate its stability.