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Binning is an essential step in genome-resolved metagenomic analysis in which assembled contigs originating from the same source population are clustered. However it is challenging, especially for low abundance microbial species. Here the authors introduce a toolkit that integrates multiple prominent binning tools and AI for efficient and high-resolution recovery of non-redundant bins from short- and long-read metagenomic sequencing datasets.

Orthogonal aminoacyl-tRNA synthetase/tRNA pairs are crucial for the incorporation of unnatural amino acids in a site-specific manner. Here the authors use rational chimera design to create multiple efficient pairs that function in bacterial and mammalian systems for genetic code expansion.

Protein tyrosine O-sulfation is crucial for biomolecular interactions. Here the authors report in vitro engineering and in vivo validation of a tyrosyl-tRNA synthetase mutant for the genetic encoding of sulfotyrosine in mammalian cells.

The intermolecular addition of O-centred radicals to alkenes is a challenging endeavour in synthetic chemistry. Now ene-reductases are used to tame reactive O-radicals for intermolecular and enantioselective radical hydroalkoxylation involving a ground-state single-electron radical mechanism.

A study introduces AI²BMD, an artificial intelligence-based dynamics simulation program that uses protein fragmentation with a machine learning force field to accurately and efficiently model the folding and unfolding of large proteins.

M-OFDFT is a deep learning implementation of orbital-free density functional theory (OFDFT) that achieves DFT-level accuracy on molecular systems with lower cost complexity, and can extrapolate to much larger molecules than those seen during training.

A tunable magnetic nanochains platform (EVGpro) enables tandem enrichment, proteomic, and N-glycoproteomic analysis of extracellular vesicles from ultratrace biofluids. EVGpro identifies N-glycoprotein signatures and two asthenozoospermia subtypes.

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.

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.

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 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.

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.

A high-resolution, global atlas of mortality of children under five years of age between 2000 and 2017 highlights subnational geographical inequalities in the distribution, rates and absolute counts of child deaths by age.

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.

Cyclases that are able to build medium-sized rings are rare and mechanistic insights are sparse. Now, computational and experimental studies reveal how SoBcmB enables the construction of an eight-membered O-heterocycle over the intrinsically more favourable five-membered tetrahydrofuran in bicyclomycin biosynthesis.

ATE1 is an essential gene in mammals and is recognized as a master regulator of cells. Here, the authors describe structural insights into human ATE1, revealing mechanisms that regulate arginylation activity in cells.

The use of an allosteric drug-design method resulted in the identification of a first-in-class cellularly active SIRT6 activator that induces cell-cycle arrest in the G₀–G₁ phase, thus suppressing proliferation in human hepatocellular carcinoma cells.

Capper et al. uncover how bicarbonate binds to the anion exchanger 1 (AE1), elucidate how drugs inhibit AE1 via distinct mechanisms, and generate a series of AE1 inhibitors using structure-based drug discovery.

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.

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.

Efficient, large-scale genomic analysis is facilitated on the cloud by a computational tool with error-diagnosing and self-healing capabilities.

Macrophage TP53-induced glycolysis and apoptosis regulator (TIGAR) is implicated in a range of immunopathology. Here the authors show TIGAR drives inflammation and sepsis via activation of TAK1 and that disruption of TIGAR-TAK1 interaction in a murine model of sepsis reduces immunopathology.

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.

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.

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.

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.

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.

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.

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.

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.

Analysis of mitochondrial genomes (mtDNA) by using whole-genome sequencing data from 2,658 cancer samples across 38 cancer types identifies hypermutated mtDNA cases, frequent somatic nuclear transfer of mtDNA and high variability of mtDNA copy number in many cancers.

The release of the C-terminal tail (CTT) of the Drosophila cryptochrome (dCry) upon illumination is central to light signal transduction in this flavin-containing photoreceptor, but the roles of flavin in the different ionic and protonation states are not fully understood. Here, the authors show that both flavin anionic semiquinone and anionic hydroquinone can trigger CTT release, while the formation of a small fraction of neutral semiquinone under neutral conditions, moderately supresses CTT release, but ensures fast recovery of dCry after light sensing.

The response of CO₂ release from soils to warming is enhanced at thermokarst sites due to the lower soil substrate quality and higher microorganism abundance than non-thermokarst locations, according to in situ warming experiments at an upland thermokarst on the Tibetan Plateau.

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.

Analyses of the proportions of individuals who have completed key levels of schooling across all low- and middle-income countries from 2000 to 2017 reveal inequalities across countries as well as within populations.

A deep understanding of multi-level assembly structures of conjugated polymers is crucial for developing high performance conjugated polymers and optoelectronic devices, however, it remains a challenge. Here, the authors report the morphological evolution of multi-level assembly of a model system of isoindigo-based conjugated polymer.

Molecular dynamic simulations are employed to assess the influence of metal ions on riboswitch structure and dynamics, suggesting a conformational control of riboswitch aptamers by metal ions before ligand binding.

Here the authors report a strategy to directly capture substrates of lysine-modifying enzymes via post-translational modification (PTM)-acceptor residue crosslinking in living cells, enabling global profiling of substrates of PTM-enzymes and validation of PTM-sites in a straightforward manner.

Analysis of whole-genome sequencing data across 2,658 tumors spanning 38 cancer types shows that chromothripsis is pervasive, with a frequency of more than 50% in several cancer types, contributing to oncogene amplification, gene inactivation and cancer genome evolution.

Electrochromic smart windows can be low-power routes to control building temperatures. This Review describes the working modes, assembly protocols and implementation of these windows.

Molecular systems displaying aggregation-induced emission (AIE) have important biomedical and optoelectronic applications. Here the authors report a further mechanism for AIE, through aromaticity reversal from the ground state to the excited state, in the non-aromatic annulene derivative of cyclooctatetrathiophene.