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To overcome inefficient recycling of carbon fibre waste, the authors develop a rapid, commercially attractive solid-flames upcycling technique that converts waste fibres into graphene-grafted carbon fibres and graphene powders.

Earth-abundant cobalt-based catalysts have shown promise to replace iridium as anode catalysts in proton-exchange-membrane water electrolysers, but unfortunately they exhibit high degradation rates. Now, a lanthanum and calcium co-modification of Co₃O₄ is presented, in which lanthanum tunes the water–surface interactions to suppress cobalt dissolution and improve stability, while calcium leaching creates coordinatively unsaturated cobalt sites, leading to enhanced activity.

This study reports graphene–amorphous carbon with interwoven networks, achieving a flexural strength of 203 MPa. Microscopy shows that crack deflection at graphene/amorphous interfaces underlies its superior performance.

Cells decode temporal patterns into gene expression states through amplitude and frequency modulation. Now it is shown that frequency modulation increases information entropy compared with amplitude modulation alone.

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 ferroelectric semiconductor field-effect transistor, which uses the two-dimensional ferroelectric semiconductor α-In₂Se₃ as a channel material, could offer enhanced capabilities compared with conventional ferroelectric field-effect transistors in non-volatile memory applications.

Artificial intelligence-based detection of gastric cancer at different stages from noncontrast computed tomography is suggested to be feasible in a retrospective analysis of large and diverse cohorts, including real-world populations in opportunistic and targeted screening scenarios.

Genomic analyses of 2,191 global common wheat accessions and over 47,000 yellow rust (YR) response data points across several environments and pathogen races provide a genome-wide landscape of YR resistance genes and effective alleles.

Huanming Yang, Zhiming Cai, Jun Wang and colleagues report whole-exome sequencing of 10 clear cell renal cell carcinomas followed by a screen of ~1,100 genes in a total of 98 tumors. They found 12 new disease-associated genes and detected frequent alterations in the ubiquitin-mediated proteolysis pathway.

This study projects heat-related mortality in Europe across various adaptation scenarios by modelling humid and compound day-night heat, using a health-based heat definition. Without heat adaptation, mortality could rise by 103.7–135.1 deaths per million people per 1 °C of global warming.

Song et al. developed a computational tool to profile binding pairs between tumor-derived antigens and antibodies from high-throughput B cell receptor sequencing data, predicting response to immune-checkpoint inhibitor therapy and risk of adverse events.

China maintained a ‘zero-COVID’ policy from early in the pandemic until late 2022 that employed various public health interventions with the aim of COVID-19 containment. Here, the authors use data from 131 outbreaks in China to estimate the effects of a range of interventions against different SARS-CoV-2 variants in diverse settings.

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.

Mpox virus has spread globally since 2022 with cases in many previously non-endemic countries including China. Here, the authors describe the genomic epidemiology of the first local outbreak in Shenzhen, China, including 92 cases reported from June–Oct 2023.

An improved watermelon reference genome and whole-genome resequencing of 414 cultivated and wild accessions provide insights into fruit quality traits and dessert watermelon evolution.

Long-term stability is a key challenge for ruthenium-based oxygen evolution reaction (OER) catalysts. Here, the authors present a RuO2/LiCoO2 catalyst with dynamic Li dissolution, which weakens the covalency of the Ru-O bond to prevent the lattice oxygen mechanism, thereby ensuring stable acidic OER.

Non-pharmaceutical interventions (NPIs) implemented to interrupt COVID-19 transmission may also impact the spread of other infectious diseases. Here, the authors estimate that influenza activity in China and the United States reduced by up to 80% when NPIs were in place in the 2019–2020 season.

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.

Ultrafast demagnetization refers to the process where an intense optical drive can destroy the magnetic order in a magnetic material on a femto-second timescale. Here, Wu et al resolve a three-stage ultrafast demagnetization process in a monolayer of Fe3GeTe2.

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.

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.

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.

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.

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.

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.

Non-fused ring electron acceptors may have low synthetic costs but also exhibit poor crystallinity in organic solar cells. Zeng et al. use a binary solvent system to control the crystallization and phase separation of donor and acceptor materials, achieving over 19% efficiency.

The chemotherapeutic efficacy of prodrug is limited by its cancer-targeting ability. Here this group reports an engineered commensal Lactobacillus plantarum strain with anticancer prodrugs loading on the surface for nasopharyngeal carcinoma cell-targeting and growth inhibition.

Large-scale data on human mobility metrics have been used to gain insights into COVID-19 transmission dynamics, but best practices for use of these datasets have not been established. Here, the authors perform a systematic review to describe the sources of mobility data and methods used for analysis in the early COVID-19 pandemic.

Vaccination combined with physical distancing can suppress resurgences without relying on stay-at-home restrictions. To achieve herd immunity, cities with a higher population density require more stringent physical distancing measures with longer durations.

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.

Here, the authors solve structures of human DHHC9 with accessory protein GCP16 and their yeast counterpart Erf2–Erf4. The work provides insights into regulation of Ras proteins by palmitoylation, showing that accessory proteins are not involved in catalysis.

The annual microbial N₂O flux is 2.9 Tg/yr from the ocean, with ODZs accounting for more than half. Geographically, AOA are the most widely distributed contributors, while heterotrophic denitrification mainly occurs in ODZs and contributes the most.

Non-pharmaceutical interventions (NPIs) and COVID-19 vaccination have been implemented concurrently, making their relative effects difficult to measure. Here, the authors show that effects of NPIs reduced as vaccine coverage increased, but that NPIs could still be important in the context of more transmissible variants.

Here, the authors develop a graphene plasmonic infrared sensor to probe the secondary structure of nanoscale assembly intermediates and the morphological evolution of silk nanofibrils, the fundamental building blocks of silk fibres.

A comprehensive map of genomic variation in melon derived from resequencing of 1,175 accessions sheds light on the population structure and domestication history of melon and agronomic traits for melon breeding.

The increase in detoxification gene expression is a common transcriptome marker for longevity interventions. Here, the authors show that nomilin extends lifespan and healthspan in animals through activation of PXR regulated detoxification functions.