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In a large, partially prospective cohort of patients with molecularly profiled and clinically annotated meningioma, the extent of surgical resection and radiotherapy (RT) response correlate with molecular classification, which can be used in a molecular model to predict clinical outcomes in response to RT.

Skin metagenomic and metatranscriptomic analysis shows divergence between microbial abundance and activity.

Decadal averages of March precipitation in western Europe can be predicted by exploiting links with the jet stream and ocean along with skilful predictions of sea surface temperatures, according to an analysis of observations and reanalysis products.

Different aspects of biodiversity may not necessarily converge in their response to climate change. Here, the authors investigate 25-year shifts in taxonomic, functional and phylogenetic diversity of tropical forests along a spatial climate gradient in West Africa, showing that drier forests are less stable than wetter forests.

Whole-metagenome sequencing of 1,780 raw-material, end-product and surface samples from 113 food processing facilities reveals the occurrence of antimicrobial resistance determinants in foods and their processing environments.

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.

Introduction of pneumococcal conjugate vaccines in South Africa has led to reductions in vaccine serotype-related invasive disease. Here, the authors perform a genomic surveillance study to evaluate the impact of vaccines on the population structure of S. pneumoniae.

Part of The Simpsons' greatness is a willingness to find the humour in absolutely everything — including science. Executive producer Al Jean, the show's head writer and a Harvard mathematics graduate, talks to Nature about how to get a laugh out of Euler's formula.

An analysis of 24,202 critical cases of COVID-19 identifies potentially druggable targets in inflammatory signalling (JAK1), monocyte–macrophage activation and endothelial permeability (PDE4A), immunometabolism (SLC2A5 and AK5), and host factors required for viral entry and replication (TMPRSS2 and RAB2A).

A generalizable, functional-trait-based approach for quantifying the effects of disturbances to ecosystem services and economic outcomes, including under climate change, highlights the need for incorporating disturbances in ecosystem services assessments.

A cross-sectional study from four African countries shows the importance of investigating the gut microbiome in previously under-represented populations and provides a framework for equitable microbiome research.

As part of a large placebo-controlled randomized controlled trial of iron or micronutrient powders given to 923 children in rural Bangladesh for 3 months, the authors evaluated changes to the gut microbiome and identified no changes in diversity or composition. However, potentially pathogenic changes were seen in unadjusted analysis.

In this study, the authors examined the relationship between oral antibiotic use and composition and antimicrobial resistance in the gut microbiome in Bangladeshi infants with a high exposure to community-administered antibiotics.

Managing power exhaust in fusion reactors is a key challenge, especially in compact designs for cost-effective commercial energy. This study shows how alternative divertor configurations improve exhaust control, enhance stability, absorb transients and enable independent plasma regulation.

In an analysis of adult patients with hematologic malignancies who received anti-CD19 chimeric antigen receptor T cell therapy, baseline gut microbiome composition was correlated with clinical response and treatment with broad-spectrum antibiotics in the four weeks prior to infusion was associated with worse survival and increased neurotoxicity.

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.

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.

A high-bandwidth neuromotor interface offers performant out-of-the-box generalization across people.

A global network of researchers was formed to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity; this paper reports 13 genome-wide significant loci and potentially actionable mechanisms in response to infection.

CAR T cell immunotherapy for paediatric solid and brain tumours is constrained by the availability of targetable antigens. Here, the authors investigate the landscape of cancer-specific exons as potential targets by analysing 1,532 RNAseq datasets from 16 types of paediatric solid and brain tumours.

Secretory IgA plays vital roles interfacing between the host immune system and the resident microbiota at the mucosal surface. Here the authors explore the effect of dietary protein on the production of secretory IgA, driven by the production of extracellular vesicles by the intestinal microbiota.

Understanding the emergence, evolution, and transmission of antibiotic resistance genes (ARGs) is essential to combat antimicrobial resistance. Here, Munk et al. analyse ARGs in hundreds of sewage samples from 101 countries and describe regional patterns, diverse genetic environments of common ARGs, and ARG-specific transmission patterns.

Phylogenomic analysis of 7,923 angiosperm species using a standardized set of 353 nuclear genes produced an angiosperm tree of life dated with 200 fossil calibrations, providing key insights into evolutionary relationships and diversification.

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.

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.

Processed foods that dilute protein content subvert our appetite control systems, say Stephen J. Simpson and David Raubenheimer.

Changes in the dynamics of freshwater Daphnia populations in relation to their edible and inedible phytoplankton resources reveal rare evidence for eco-evolutionary feedbacks in a natural ecosystem.

Little evidence exists on whether human-generated noise directly affects survival of wildlife. Here, Simpson et al. show that damselfish exposed to motorboat noise have elevated metabolic rates, reduced responses to predatory attacks, and suffer increased predation compared to fish in ambient conditions.

Whole-genome sequencing, transcriptome-wide association and fine-mapping analyses in over 7,000 individuals with critical COVID-19 are used to identify 16 independent variants that are associated with severe illness in COVID-19.

In this genomic analysis of peripheral blood samples of the phase 3 CheckMate-067 trial of ipilimumab (IPI) versus nivolumab (NIVO) versus ipilimumab and nivolumab (IPI-NIVO) in melanoma, the status of certain mitochondrial haplogroups in patients was associated therapeutic resistance to NIVO or IPI-NIVO, a finding validated in an independent cohort.