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In this Perspective, members of the Aging Biomarker Consortium outline the X-Age Project, an Aging Biomarker Consortium plan for building standardized aging clocks in China. The authors discuss the project roadmap and its aims of decoding aging heterogeneity, detecting accelerated aging early and evaluating geroprotective interventions.

Autonomous artificial intelligence (AI) models to replace human decision-making in medical intervention need thorough testing. Here authors present the results of a clinical trial, NCT05600855, in which daGOAT, a conditional autonomous artificial intelligence agent successfully makes the decision whether to prescribe an immune suppressive drug to prevent severe acute graft-versus-host disease following HLA-mismatched haematopoietic cell transplantation.

The mechanisms resulting in muscle satellite cell dysfunction in diabetes are not well understood. Here, the authors show that AS160 functions in the nucleus to regulate satellite cell proliferation and that its impaired nuclear entry is linked to diabetic myopathy.

The inherent scaling relationships among the adsorption energies of intermediates limit the efficiency of oxygen electrocatalysis. Here, a dual-atom catalyst with aligned orbital energy level is developed, driving the dissociative pathway to bypass scaling relationships towards enhanced performance.

Gong et al. report an all-perovskite photovoltaic-powered battery using ethyl viologen diiodide and its derivative to modify the perovskite solar cell and the battery cathode, enabling an overall energy conversion efficiency of 18.54%. The flexible version powers a wearable glucose monitor for 24 h.

A new p-type small molecule enhances defect passivation and improves interfacial charge transport in perovskite solar cells, enabling devices with a certified power conversion efficiency of 26.72%, 97% of which is maintained after 2,500 h of continuous operation.

The role of Leflunomide in αPD1-induced cardiotoxicity remains unclear. Here, the authors show that leflunomide mitigates αPD1-induced cardiac toxicity in melanoma-bearing mice through modulation of the microbiota-indole-3-propionic acid-heart axis.

A DNA matrix material potentiates humoral response through multiple administration routes, generating neutralizing antibodies and conferring robust protection against infection.

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.

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

Using ethnically and geographically diverse metagenomic data, the authors identify microbiota alterations associated with inflammatory bowel disease (IBD). They discover universal IBD-associated bacteria, which serve as the basis for a multibacteria biomarker panel that could support a noninvasive tool for IBD diagnosis.

The use of biomarkers of ageing is crucial for investigating age-related processes. This Review discusses biomarkers of ageing and of ageing-associated physiological changes, at the cellular, tissue and organism levels in humans and non-human primates.

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.

Infection with SARS-CoV-2 causes interstitial pneumonia and viral replication in the lungs of transgenic mice that express a human version of ACE2, confirming the pathogenicity of the virus in this model.

Three-dimensional (3D) reconstruction from computed tomography could significantly contribute to guiding lung cancer surgery, but requires comprehensive clinical validation. Here, the authors test the effectiveness of an AI-driven 3D reconstruction system for lung cancer surgery in a retrospective, multi-center, multi-reader, multi-case study.

Diarrhoea is a major cause of morbidity and mortality in China. Here, the authors present results from a large sentinel surveillance scheme from 217 hospitals in all 31 provinces in mainland China, including ~150,000 patients with acute diarrhoea and covering years 2009-2018.

The primary challenge in commercializing perovskite solar cells stems from the fragile and moisture-sensitive nature of perovskite materials. Here, authors propose a multi-functional asynchronous cross-linking strategy and achieve high-performance and stable devices with mere 0.30 voltage deficit.

Here, the authors control concentration quenching in a stoichiometric Er3+ compound using a core−shell nanostructured host and an integrated optical waveguide circuit excitation platform. The efficient telecom to ultraviolet upconversion allows for exploration of photonic applications involving upconversion nanomaterials.

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.

In this study the authors consider the structural variants (SVs) present within cancer cases of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. They report hundreds of genes, including known cancer-associated genes for which the nearby presence of a SV breakpoint is associated with altered expression.

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.

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.

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.

Constructing ultraviolet lasing is of great significance for basic research and medical use. Here the authors present a strategy for generating ultraviolet lasing through a tandem upconversion process with ultralarge anti-Stokes shift (1260 nm).

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.

A novel covalent inhibitor, ISM3312, targets the main protease of multiple human coronaviruses, including drug-resistant strains, and shows broad antiviral activity. It offers a promising therapeutic strategy against current and future coronavirus threats.

China operates a national surveillance program for acute respiratory infections and sampled over 200,000 patients between 2009–2019. Here, the authors present results from this program and describe patterns by age, pathogen type, presence of pneumonia, and season.

With the generation of large pan-cancer whole-exome and whole-genome sequencing projects, a question remains about how comparable these datasets are. Here, using The Cancer Genome Atlas samples analysed as part of the Pan-Cancer Analysis of Whole Genomes project, the authors explore the concordance of mutations called by whole exome sequencing and whole genome sequencing techniques.

Edge-exposed exfoliation using sticky tape is shown to be a simple and reliable method for scaling up the production of ultrathin, ultraflat and ultraflexible polycrystalline diamond membranes for diverse electrical, optical, mechanical, thermal, acoustic and quantum applications.

Fuel cell catalysts meet increasing durability demands for heavy-duty applications. This study reveals that sub-angstrom strain in high-entropy intermetallics enhances both catalytic activity and long-term stability for the oxygen reduction reaction

There’s an emerging body of evidence to show how biological sex impacts cancer incidence, treatment and underlying biology. Here, using a large pan-cancer dataset, the authors further highlight how sex differences shape the cancer genome.

In somatic cells the mechanisms maintaining the chromosome ends are normally inactivated; however, cancer cells can re-activate these pathways to support continuous growth. Here, the authors characterize the telomeric landscapes across tumour types and identify genomic alterations associated with different telomere maintenance mechanisms.

Whole-genome sequencing data from more than 2,500 cancers of 38 tumour types reveal 16 signatures that can be used to classify somatic structural variants, highlighting the diversity of genomic rearrangements in cancer.

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.

A pan-cancer genomic analysis reports the effects of structural variations on chromatin domains (TADs). Most TAD disruptions do not result in appreciable changes in expression of nearby genes.

An analysis of 2,954 genomes from 38 cancer subtypes identified 19,166 retrotransposition events in 35% of samples. Aberrant LINE-1 retrotranspositions can lead to the deletion of tumor-suppressor genes as well as the amplification of oncogenes.

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.

Many tumours exhibit hypoxia (low oxygen) and hypoxic tumours often respond poorly to therapy. Here, the authors quantify hypoxia in 1188 tumours from 27 cancer types, showing elevated hypoxia links to increased mutational load, directing evolutionary trajectories.

The characterization of 4,645 whole-genome and 19,184 exome sequences, covering most types of cancer, identifies 81 single-base substitution, doublet-base substitution and small-insertion-and-deletion mutational signatures, providing a systematic overview of the mutational processes that contribute to cancer development.

Cancers evolve as they progress under differing selective pressures. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, the authors present the method TrackSig the estimates evolutionary trajectories of somatic mutational processes from single bulk tumour data.

A study highlights a unique regulatory mechanism, involving the Zn2-Cys6 transcription factor TgZct4, that regulates responses to oxidative stress in Trichoderma guizhouense, a species that exhibits greater tolerance to oxidative stress compared to its close relatives.

The semileptonic decay channels of the Λc baryon can give important insights into weak interaction, but decay into a neutron, positron and electron neutrino has not been reported so far, due to difficulties in the final products’ identification. Here, the BESIII Collaboration reports its observation in e+e- collision data, exploiting machine-learning-based identification techniques.

How metabolic signals are sensed by the cell cycle machinery remains unclear. Here, the authors demonstrate that the glycolytic enzyme PFKM acts as a citrate sensor to promote mitosis, coupling metabolic activity to cell cycle regulation.

This Review covers the latest advances in perovskite/silicon tandem solar cells, with a focus on efficiency, stability and scalability, along with a discussion of outstanding challenges and future directions.

This study reveals that CYBDOM proteins promote drought tolerance by regenerating apoplastic ascorbic acid (AsA) and activating autophagy through interaction with RbohD, and link AsA redox, ROS and selective autophagy in plant stress responses

Circularly polarised luminescence (CPL) is essential for asymmetric synthetic photochemistry. Here, the authors integrate white quantum dots with chiral nematic liquid crystal or liquid crystal polymer to achieve single-emitted tuneable full-colour or white CPL for enantioselective polymerization.