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Hydrogen sulfide (H₂S) reversibly modifies low molecular weight and protein thiols to form persulfides (RSS⁻) and polysulfides (RS(S)nS⁻) for antioxidant defence and regulation of activity. Here, the authors report a sensitive LC-MS/MS procedure that separately traps and quantifies the sulfur atom of H₂S, the terminal sulfur atom of RSS and RS(S)nS-, and the internal sulfur atoms of RS(S)nS ⁻ as diagnostic products in biological samples.

Microglia can alter their properties to adopt a wide spectrum of cellular phenotypes. Here, the authors show that remodeling of microglial mitochondria accompanies microglial responses to challenges and aging, and provide evidence that these organelles play a role in regulating basal microglial morphology, gene expression, and inflammatory profile.

PYK2, a kinase involved in cell signaling, forms dynamic condensates inside cells. This study shows how these condensates are controlled and how they influence PYK2’s activity and cellular roles.

Somatic mutations in blood cells (CHIP) are linked to diseases like heart disease, but the mechanisms are unclear. Here, the authors show that different CHIP driver genes alter unique sets of plasma proteins, some of which are validated in mouse models.

Two-dimensional polyaramid polymers are synthesized to form nanofilms that exhibit the lowest gas permeability of any polymer by orders of magnitude, despite lacking crystallinity, enabling molecular-scale nanomechanical resonators and barrier materials.

Federated learning (FL) algorithms have emerged as a promising solution to train models for healthcare imaging across institutions while preserving privacy. Here, the authors describe the Federated Tumor Segmentation (FeTS) challenge for the decentralised benchmarking of FL algorithms and evaluation of Healthcare AI algorithm generalizability in real-world cancer imaging datasets.

The authors demonstrate a simple direct-current-measurement characterization of a quarter-wavelength superconducting coplanar waveguide resonator using an on-chip bolometer. This approach offers simpler experimental instrumentation and much larger frequency range of operation compared to traditional RF techniques.

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 combination of computational design, laboratory-based screening and biophysical validation enables the de novo generation of variable heavy-chain antibody fragments and antibodies that precisely target chosen disease-related molecules.

Long COVID has heterogeneous presentation and clinical trajectories are not well defined. Here, the authors define trajectories using data from a prospective cohort study in the United States involving symptom questionnaires from acute infection up to 15 months.

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.

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.

Edge localised modes (ELMs) in highly confined plasmas are notoriously difficult to regulate. Here, the authors analyse multiscale modes and interactions by combining experimental measurements from DIII-D and modeling, showing promising results in ELM control.

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.

Mechanical relaxation processes in glasses can provide information on the structural and mechanical properties of glasses. Here, the authors observe a fast secondary relaxation process in La-based metallic glasses, providing information on the inelasticity of metallic glasses.

Real-time PRS-CS (rtPRS-CS) is a polygenic prediction method that can incorporate streaming data for updating single-nucleotide polymorphism weights in real time, thereby maximizing the prediction accuracy of polygenic risk scores over time across various traits.

Wang, Xiao and colleagues develop and validate organ-specific proteomic aging clocks across large population cohorts in the UK, the USA and China, which show strong performance in tracking organ aging and predicting the risk of morbidity and mortality.

Wang, Tang and colleagues develop the low-signal signed iterative random forest pipeline to investigate epistasis in the genetic control of cardiac hypertrophy, identifying epistatic variants near CCDC141, IGF1R, TTN and TNKS loci, and show that hypertrophy in induced pluripotent stem cell-derived cardiomyocytes is nonadditively influenced by interactions among CCDC141, TTN and IGF1R.

Boccella, Yu and colleagues reveal that the transmembrane protein ANTXR1 regulates post-infarction fibrotic remodeling, and its inhibition blocks collagen turnover and improves heart function.

The role of the complement system (CS) - part of the immune system - in pancreatic ductal adenocarcinoma (PDAC) remains underexplored. Here, the authors evaluate the association of genetic variants in CS-related genes with PDAC risk, and explore their potential role in prognosis and immune infiltration.

Data obtained from the MicroBooNE liquid-argon time projection chamber are used to exclude the single light sterile neutrino interpretation of the LSND and MiniBooNE anomalies at the 95% confidence level.

Integrated optical frequency combs are powerful tools for optical spectroscopy. Here, authors demonstrate low-power, detectable-rate soliton microcombs from telecom to visible bands, including wavelength-multiplexed operation, using ultra-low-loss silicon nitride waveguides.

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

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 phenomenon of wave mixing is expected to show peculiar features when scaled down to the quantum level. Here, the authors show how coherent electromagnetic waves propagating in a 1D transmission line with an embedded two-level artificial atom are mapped into a quantised spectrum of narrow peaks.

Across 13 longitudinal studies (3,737 adults), the authors show that brain atrophy parallels memory loss, with a stronger coupling in later life. APOE ε4 increases decline, yet genetic risk does not modify the brain–memory relationship.

Current-induced motion of magnetic nanostructures, such as skyrmions or domain walls, is envisioned as a promising scalable technology for information storage. Yuet al.demonstrate near-room-temperature motion of skyrmions with current densities orders of magnitude lower than previously reported in domain walls.

The role of individual lipid species in Alzheimer’s disease (AD) is not fully understood. Here, the authors performed global lipidomics on post-mortem dorsolateral prefrontal cortex collected from 316 participants in the ROSMAP cohort including asymptomatic and symptomatic AD.

The magnetic flux rope is a crucial structure in astrophysical and space plasmas. Here, the authors show how this structure rapidly contracts/expands and consequently how it accelerates/decelerates electrons, by using an advanced analysis technique.

The transcription factor COUP-TFII plays a critical role in regulating endothelial cell (EC) identity. Here the authors report that the ectopic expression of COUP-TFII in endothelial cells induces molecular programs of post-capillary venules in tumor EC, associated with enhanced recruitment of anti-tumour T cells, inhibition of tumour growth, and sensitized responses to immune checkpoint blockade and adoptive T cell transfer therapies.

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.

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.

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.

Trained and validated on multimodal data from 14.5 million images from multicountry datasets, a foundation model is shown to increase diagnostic and referral accuracy of clinicians when used as an assistant in a trial involving 16 ophthalmologists and 668 patients.

A mass spectrometry-based approach globally identifies protein regulators of metabolism and reveals the role of LRRC58 in controlling cysteine catabolism.

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.

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.

Experimental measurements of high-order out-of-time-order correlators on a superconducting quantum processor show that these correlators remain highly sensitive to the quantum many-body dynamics in quantum computers at long timescales.

An analysis of 18 metagenomic datasets of individuals with colorectal cancer, adenomas and healthy controls yields improved cancer prediction accuracy based solely on gut metagenomics, as well as the identification of new species associated with the development of cancer.

Energetically charged particles affect polar ozone levels and have been linked to surface climate variability. This study discusses the pathway that explains the rapid connection from high altitude mesospheric ozone to surface regional climate.

CSF total tau (t-tau), often used as a marker of neuronal damage, is more strongly linked to synaptic degeneration. Here, the authors show that t-tau better reflects synaptic dysfunction than axonal or neuronal loss in Alzheimer’s disease.