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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.

Understanding collective behaviour is an important aspect of managing the pandemic response. Here the authors show in a large global study that participants that reported identifying more strongly with their nation reported greater engagement in public health behaviours and support for public health policies in the context of the pandemic.

Convergent mutations in hot spots of the spike proteins of currently circulating SARS-CoV-2 Omicron variants increase the binding affinity for the host receptor and promote more efficient fusion with host cell membranes.

Targeting CD8⁺ T cell exhaustion is a strategy to enhance immune checkpoint inhibition and to fight cancer. Here the authors show a NRF2-dependent role for the prostaglandin I₂ receptor PTGIR in controlling T cell exhaustion.

Remote sensed information and population data for continental Africa are used to assess how migration acts as an adaptation response after drought event. The effect on mobility is amplified with drought frequency and poverty.

There are no vaccines or antivirals available against enterovirus D68. Here, the authors report Jun6504 as a 2C inhibitor and show that it provides broad-spectrum antiviral activity against EV-D68, EV-A71, and CVB3 and potent antiviral efficacy in a neonatal neurological mouse model of EV-D68 infection.

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.

Authors report MagNet, a plasma extracellular vesicle (EV) enrichment strategy using magnetic beads. Proteomic interrogation of this plasma EV fraction enables the detection of proteins that are beyond the dynamic range of mass spectrometry of unfractionated plasma.

Using pancreatic organoids and genetic mouse models, Antonucci et al. show that cellular stress activates an NRF2–EZH2 epigenetic axis leading to metabolic reprogramming and subsequent malignant transformation of KRAS-mutant benign lesions.

ACTA2 p.R179 variants cause pediatric strokes due to moyamoya disease (MMD)-like occlusions. Here, the authors show that Acta2^R179C/+ smooth muscle cells are immature, causing MMD-like lesions that are reversed by altering cellular metabolism.

Cascadia is a mass spectrometry-based de novo sequencing model that uses a transformer architecture to handle data-independent acquisition data and achieves substantially improved performance across a range of instruments and experimental protocols.

Certain antimetabolites used to treat cancer are more neurotoxic than others, and it is now shown that this is due to their greater tendency to generate DNA double-stranded breaks, whereas less neurotoxic agents induce single-stranded breaks.

Whether multimorbidity accelerates brain Aβ deposition in humans remains largely unknown. Here, the authors demonstrate that higher self-reported multimorbidity burden predicts increased brain Aβ accumulation rates in the ADNI cohort.

Multimodal results (iEEG, fMRI and MEG) of predictions from integrated information theory and global neuronal workspace theory align with some predictions of both theories on visual consciousness, but also critically challenge key tenets of both theories.

Electrification is a promising way to decarbonize the chemical industry but could also have important effects on power systems. Here the authors assess the impact of electrifying the production of methanol and ammonia on the Chinese power system in terms of emissions and potential security risks.

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.

Exposure of mice to high fructose during gestation or early postnatal life causes decreased microglial phagocytosis during brain development and leads to anxiety-like behaviour in adolescence.

Wastewater treatment plants are important reservoirs of antibiotic resistance genes (ARGs). Here, the authors analyze ARGs in a global collection of samples from wastewater treatment plants across six continents, providing insights into biotic and abiotic mechanisms that appear to control ARG diversity and distribution.

Here the authors engineer a bispecific antibody (Ab) for HIV-1 by combining a gp41 N-heptad repeat targeting Ab with a CD4 binding Ab. Prepositioning via CD4 binding results in high neutralization breadth and potency, and experiments in HIV infected humanized male mice show reduction of viral load.

Deep phenotyping of responses to carbohydrate meals and mitigators revealed interindividual differences in postprandial glycemic responses that reflect underlying metabolic physiology, such as insulin resistance and beta cell dysfunction.

A comprehensive analysis of the cell-specific molecular regulatory mechanisms underlying post-traumatic stress disorder in the human prefrontal cortex.

The authors consider the future risks of warming and drying to water-sensitive anuran species. They show that increased aridity of anuran habitats and drought exposure under climate change, combined with warming, can substantially reduce anuran activity.

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.

Dynamic nanodomains in lead halide perovskites, dictated by A-site cations, crucially affect the optoelectronic properties by modulating electronic disorder and consequently enabling better solar cells and optoelectronic devices.

How can the brain improve memory for an experience after it has occurred? Halpern et al. use intracranial EEG to show that, even while processing current experiences, people reactivate old ones and re-encode them, turning thoughts into memories.

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.

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.

A new algorithm combined with ultrasound imaging allows for the quantification of kidney quality before transplantation, potentially helping to alleviate global demand for kidney transplantation.

This work shows that receptor use in merbecovirus is clade-specific by clustering them into clades based on the receptor-binding ___domain (RBD) of their spike proteins. While MERS-CoV and its close relatives use the DPP4 receptor, several other clades—including all HKU5 bat coronaviruses—rely on ACE2, the same receptor used by SARS-CoV and SARS-CoV-2.

The ratio between the levels of two synaptic proteins in cerebrospinal fluid predicts future cognitive resilience versus decline among presymptomatic individuals and individuals with early Alzheimer’s disease harboring amyloid and tau pathology.

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.

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.

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.

The accelerated liquid–gel transition of collagen induced by an inert crowding agent enables the rapid and versatile fabrication of collagenous tissues under biocompatible and bioactive conditions for tissue engineering applications.

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.

The Somatic Mosaicism across Human Tissues Network aims to create a reference catalogue of somatic mosaicism across different tissues and cells within individuals.

The suppressed Cl^- transport under micropore confinement is a critical challenge. Here, authors report tailoring the pore chemistry of framework polymer membranes, which alters the interaction between Cl^- and membranes and speeds Cl^- transport, improving flow battery performance.

Neuropixels 1.0 NHP is a 45-mm, high-density silicon probe capable of recording large numbers of neurons with single-neuron resolution from most areas in a macaque’s brain.

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.

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.

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.

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.

In this paper, the authors describe the energy state-dependent regulation of the PVN^GLP-1R to DVC circuit, resulting in altered food intake and metabolic health, mediated by GLP-1 receptor signalling.

Antibiotic resistance can be addressed by reinventing classes of antibiotics through chemical synthesis. Here BT-33—a fully synthetic antibiotic—affords broad-spectrum activity against the bacterial ribosome. X-ray crystallography, theoretical calculations and structure–activity relationship studies reveal the structural features that contribute to the enhanced antibacterial activity and metabolic stability of BT-33.

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.

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.

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

Analyses of genome and exome sequencing data identify rare coding and structural variants associated with atrial fibrillation and highlight genetic links between atrial fibrillation and cardiomyopathies.