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Gallrein et al. pair functional assays with clocks to compare chronological versus biological age of single neuron types in C. elegans, to probe their vulnerability or resilience to neurodegeneration, and use an in silico screen to identify neuroprotective drugs.

Haematopoietic stem cells (HSC) are responsible for blood cell generation and reside in the bone marrow. Here, the authors show that macrophages in the bone marrow originate from embryonic or adult haematopoietic lineages and that embryo-derived macrophages are important for the establishment of the HSC pool.

Minetti, Omrani et al. report that delayed intestinal regeneration results from protein homeostasis stress and can be improved by modulation of the polyamine pathway dynamics.

From 6,141 Qatari genomes the authors chart structural variants tied to large-scale protein data, biobank traits and everyday health measures. When combined with single nucleotide variants, they find that 1 in 30 participants have a medically actionable genomic finding. The work builds a detailed structural variation reference for Arab ancestries worldwide.

Krepelova and colleagues identify an aging- and colon cancer-associated DNA methylation drift in healthy and cancerous human colon samples, echoed in the mouse intestinal epithelium. They show it expands via intestinal cell clonality and is driven by dysregulated iron metabolism.

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 post hoc analysis of a multicentre, randomised trial showed that prediabetes remission is possible without total weight loss—providing weight is distributed to subcutaneous deposits as opposed to visceral ones.

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.

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.

Spotted hyaenas live in clans with a hierarchy of females with different social ranks. In this paper, the sons of high-ranking female hyaenas are shown to have greater fitness than sons born of mothers of medium and low rank. This study highlights the importance of maternal effects in evolution.

Here, the authors present LorBin, an unsupervised long-read metagenomic binning tool that improves recovery of high-quality metagenome-assembled genomes and uncovers new taxa, advancing insights into diverse and complex natural microbiomes.

Organismal ageing is driven by conserved biological processes. Here the authors build on a comparative RNA-seq analysis in three model organisms to demonstrate that the gene, bcat-1, which catalyses the degradation of branched-chain amino acids, regulates lifespan in worms.

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.

Genetic studies of Chinese individuals have been performed, but mostly with short read sequencing, limiting the types of variants that can be identified. Here, the authors perform long read sequencing of 945 han Chinese individuals, finding structural variants under natural selection and those associated with human traits and evolutionary history.

Accumulation of advanced glycation end products such as carboxymethyllysine (CML) has been associated with aging but their molecular roles are largely unclear. Here, the authors use proteomics to identify CML sites and show that CML formation affects protein homeostasis and cell proliferation.

Omrani, Krepelova et al. report that aging-induced proinflammatory IFNγ/Stat1 signalling primes intestinal stem cells to a secretory fate and to antigen presenting cells impairing the regenerative capacity of the aging gut epithelium.

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.

This study presents the results of the second round of the Critical Assessment of Metagenome Interpretation challenges (CAMI II), which is a community-driven effort for comprehensively benchmarking tools for metagenomics data analysis.

Better analytical methods are needed to extract biological meaning from genome-wide association studies (GWAS) of psychiatric disorders. Here the authors take GWAS data from over 60,000 subjects, including patients with schizophrenia, bipolar disorder and major depression, and identify common etiological pathways shared amongst them.

Genome-wide analysis and genetic manipulation at loci regulated by p53, E2F4 and RFX7 show that convergent promoters with similar epigenetic features can be co-regulated and simultaneously expressed in the same direction.

D-Glucosamine is a dietary supplement widely used for the treatment of osteoarthritis. Here Weimer et al. show that D-glucosamine extends the life span of Caenorhabditis elegans and of mice by mimicking the molecular effects of a diet low in carbohydrates.

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.

By combining fast lift-over and selective re-mapping, levioSAM2 enables efficient and accurate read mapping and variant calling leveraging complete reference genomes.

The effects of caesarean section delivery on mother-to-neonate transmission of microbiota are unclear. Here the authors show that caesarean section delivery can affect the transmission of specific microbial strains and the immunomodulatory potential of the microbiota.

Fission yeastSchizosaccharomyces pombe has diverse traits. Jeffares et al. characterize large copy number variations (CNVs) and rearrangements in S. pombe, and show that CNVs are transient with effects on quantitative traits and gene expression, whereas rearrangements influence intrinsic reproductive isolation.

Dendritic cells (DC) are important regulators of both innate and adaptive immunity, but how the DC pool is homeostatically maintained in vivo is unclear. Here the authors show that combined deficiency of FLT3 and CSF1R impedes the differentiation of spleen macrophages of embryonic origin that are required for DC homeostasis.

The assignment of genetic variants to the two copies of the genome present in cells (phasing) is crucial for predicting the consequences, interaction and inheritance of variants, but is limited by the length of sequencing reads and stretches of homozygosity in the genome. Here the authors develop a method that utilizes DNA methylation signals from Oxford Nanopore Technologies sequencing data to improve phasing.

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.

The prix fixe strategy and software uses cofunction networks to identify causal genes among candidate genes in disease-associated loci from genome-wide association studies.

Sensory areas are thought to process stimulus information while higher-order processing occurs in association cortices. Here the authors report that during task engagement population activity in ferret primary auditory cortex shifts away from encoding stimulus features toward detection of the behaviourally relevant targets.

Our understanding on the humoral immunity induced by SARS-CoV-2 is still lacking. Here the authors analyze B cell responses at the single cell level to find that, in severe COVID-19 patients, plasmablasts shift from IFN to TGFβ instruction to produce IgA antibodies that are not specific to dominant SARS-CoV-2 antigens.

Tacto et al. uncover a key marker that enables the selection of functional, transplantable human islets derived from stem cells, potentially paving the way for more precise and effective diabetes cell therapy.

The role of germline variation in cancer remains underexplored. Here, the authors investigate the landscape of germline structural variants on tumour DNA methylation across pediatric brain and central nervous system tumour patients and suggest disease implications.

STAT3 is an intracellular transducer of cytokine signals that cooperates with Ras in tumour formation and is often activated in lung cancer. Here the authors show that STAT3 acts as a tumour suppressor in a mouse model of Kras-driven lung adenocarcinoma.

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.

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.

This study explores the variation in gene regulation across plant species and genotypes using interpretable deep learning on DNA sequence and RNA-seq data, demonstrating the models’ utility in functional genomics and phenotypic trait prediction.

A truth-set catalog of human tandem repeats allows benchmarking of variant analysis tools.

IL6-STAT3 signaling is activated in prostate cancer, however inhibiting this pathway has not lead to a survival advantage in patients. Here, Pencik et al.show that loss of the IL6-STAT3 axis in mice and humans leads to metastasis due to loss of ARF, unravelling STAT3 and ARF as potential prognostic markers in prostate cancer.

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.

A multi-omics approach reveals host–microbiome interactions in aging in mice.

This article establishes a global baseline of public perceptions of climate-intervention technologies. Publics across the global South are more favorable and supportive but concerned about impacts on mitigation and unequal burdens of risks on poor countries.

Arterial macrophages develop from either yolk sac or bone marrow progenitors. Here, the author show that ageing-induced reduction of arterial macrophages is not replenished by bone marrow-derived cells, but under inflammatory conditions circulating monocytes are recruited to maintain homeostasis, while arterial macrophages of yolk sac origin carry out tissue repair.

Mapping enhancer regulation across human cell types and tissues illuminates genome function and provides a resource to connect risk variants for common diseases to their molecular and cellular functions.

The authors defined a roadmap for investigating the genetic covariance between structural or functional brain phenotypes and risk for psychiatric disorders. Their proof-of-concept study using the largest available common variant data sets for schizophrenia and volumes of several (mainly subcortical) brain structures did not find evidence of genetic overlap.

Ageing is associated with a pronounced shift in mortality from cancer to degenerative diseases. Here, the authors show that in concordance with this shift, conserved transcriptional alterations during ageing across four vertebrates align with degenerative diseases but are opposite to those in cancer.