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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.

Resistance to combination therapies has been reported in rhabdomyosarcoma (RMS). Here, the authors discover that PIK3CA/AKT pathway regulation of multidrug-resistant ABC transporters is involved in the resistance to therapies in RMS, and use of the PI3Kα inhibitor alpelisib re-sensitizes RMS to therapy.

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.

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.

The genetic susceptibility to breast cancer remains understudied in non-European populations. Here, the authors analyse pathogenic variants associated with breast cancer susceptibility in Hispanic/Latina women using genomics, and find that loss of function variants in FANCM are strongly associated with ER-negative breast cancer risk.

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 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.

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.

Manju Kurian and colleagues report heterozygous variants in KMT2B in 27 unrelated individuals with a complex progressive childhood-onset dystonia, often associated with a typical facial appearance. Their findings highlight a clinically recognizable form of dystonia and demonstrate a crucial role for KMT2B in the physiological control of voluntary movement.

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.

Long-range CRISPR activation can be enhanced by concurrent recruitment of artificial TFs to the enhancer and promoter of a target gene. This CRISPR activation system can be employed to achieve allele-selective gene upregulation by differentially targeting single-nucleotide polymorphisms embedded in enhancers or other distally located sequences.

A genomic analysis of ductal carcinoma in situ (DCIS) samples with matched ipsilateral invasive breast cancer recurring later shows that around 18% of tumors were unrelated to the DCIS, and had distinct clonal origins.

Donati et al. show that following skin wounding a differentiated Gata6⁺ cell population resident in the sebaceous duct migrates to the interfollicular epidermis and reattaches to the basal membrane, dedifferentiating into stem cells.

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

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 presence of an accessory genetic element, tarIJLM—which leads to the production of a S. aureus-type wall teichoic acid—alters the lifestyle of S. epidermidis invasive clones, impairing in vivo mouse colonization but increasing endothelial attachment and host mortality.

The authors present a public collection of 117 bacterial isolates from the pig gut, including the description of 38 novel taxa. Interesting functions discovered in these organisms include a new fucosyltransferease and sactipeptide-like molecules encoded by biosynthetic gene clusters.

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.

Developmental disorders (DDs) are more prevalent in males, thought to be due to X-linked genetic variation. Here, the authors investigate the burden of X-linked coding variants in 11,044 DD patients, showing that this contributes to ~6% of both male and female cases and therefore does not solely explain male bias in DDs.

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.

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.

In a recent clinical trial for oral administration of cipargamin in individuals with malaria, there was an emergence of recrudescent parasites with a G358S mutation in PfATP4. In this work, the authors investigate the effect of this mutation on the function of the ATPase, on parasite growth and susceptibility to antimalarial drugs.

Neagu, van Genderen and Escudero et al. show that simultaneous inhibition of WNT and MEK signalling maintains a naive-primed intermediate pluripotency state in vitro, which displays features of the mouse embryonic rosette.

The authors summarize the data produced by phase III of the Encyclopedia of DNA Elements (ENCODE) project, a resource for better understanding of the human and mouse genomes.

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.

High-depth sequencing of targeted regions in primary breast cancer identifies mutated promoter elements with recurrent mutations at specific and/or nearby bases, suggesting selection of certain non-coding events.

Chromodomain Helicase DNA-binding (CHD) proteins have been implicated in neurodevelopmental processes. Here, the authors identify missense variants in CHD3 that disturb its chromatin remodeling activities and cause a neurodevelopmental disorder with macrocephaly and speech and language impairment.

Genome-wide association studies (GWAS) have revealed gene variants associated with breast cancer, but their association with breast cancer development in Latinas is not clear. Here, the authors carry out a GWAS of breast cancer in Latinas and identify a significant protective variant of Indigenous American origin in the 6q25 region.

John Maris, Jan Molenaar, Gudrun Schleiermacher and colleagues performed whole-genome sequencing of 23 paired diagnostic and relapsed neuroblastomas, showing enrichment for mutations in the RAS-MAPK signaling pathway. These mutations render neuroblastoma cell lines susceptible to MEK inhibition.

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.

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.

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.

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.

Diffuse large B-cell lymphoma is an aggressive heterogeneous tumour type with poorly understood aetiology. Here, Green et al. show that transient expression of Bcl6in haematopoietic stem cells is sufficient to induce mature B-cell lymphoma, indicating that it acts as a ‘hit-and-run’ oncogene.

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.

Meta-analysis of 36,760 cases and 375,188 controls identifies 54 loci associated with susceptibility to cutaneous melanoma. Further analysis combining nevus count and hair color GWAS results provide insights into the genetic architecture of melanoma.

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.

Using whole-exome sequencing followed by in vitro enzymatic assays, Chew, Liu, Li, Chung et al. identified rare protein-coding variants in GBA1 and SMPD1 that significantly associate with risk of Parkinson’s disease across cohorts of Asian descent.

Whole-exome analysis of individuals with developmental disorders shows that de novo mutations can equally cause loss or altered protein function, but that most mutations causing altered protein function have not yet been described.

Rapid climate warming has been linked to increasing shrub dominance in the Arctic tundra. Research now shows that climate–shrub growth relationships vary spatially and according to site characteristics such as soil moisture and shrub height.

A large-scale meta-analysis across eight biobank datasets identifies common genetic variants associated with mosaic loss of the X chromosome in female participants.

Kyle Gaulton, Mark McCarthy, Andrew Morris and colleagues report fine mapping and genomic annotation of 39 established type 2 diabetes susceptibility loci. They find that the set of potential causal variants is enriched for overlap with FOXA2 binding sites in human islet and liver cells, and they show that a likely causal variant near MTNR1B increases FOXA2-bound enhancer activity, providing a molecular mechanism to explain the effect of this locus on disease risk.

Using metal anodes could in principle boost the energy density of batteries but their electrodeposition often negatively impacts battery performance. Here the authors propose an oxygen-mediated metal–substrate bonding strategy to regulate metal deposition and demonstrate highly reversible Al and Zn anodes.

A new riboswitch-based RNA sensor called Riboglow binds to quenched fluorescent probes to induce fluorescence turn-on. Riboglow enables tagging and tracking of mRNA and short noncoding RNAs with different colored fluorophores in live mammalian cells.