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Variation around colour pattern genes is highly modular in Heliconius butterflies. This modular architecture explains the diversity of colour patterns and provides a flexible mechanism for rapid morphological diversification.

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).

An integrated analysis of de novo and inherited coding variants in 42,607 individuals with autism spectrum disorder identifies 60 risk genes of which five have not previously been associated with neurodevelopmental disorders.

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.

Little is known about the genetic landscape of people living in the Nile region prior to the Islamic migrations of the late 1st millennium CE. Here, the authors report genome-wide data for 66 ancient individuals to investigate the genetic ancestry of a Christian Period group from Kulubnarti.

A transancestral exome-wide association study for body-fat distribution identifies protein-coding variants that are significantly associated with waist-to-hip ratio adjusted for body mass index.

Segmental duplications in the genome are regions with the potential for the evolution of phenotypic novelties, but their cataloguing has been technically difficult. Here, the evolution and function of human duplications is characterized.

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.

Data from over 700,000 individuals reveal the identity of 83 sequence variants that affect human height, implicating new candidate genes and pathways as being involved in growth.

Meta-analyses in up to 1.3 million individuals identify 87 rare-variant associations with blood pressure traits. On average, rare variants exhibit effects ~8 times larger than the mean effects of common variants and implicate candidate causal genes at associated regions.

Exome-wide analysis identifies rare and low-frequency coding variants associated with body mass index. Gene-based meta-analysis and functional studies implicate 13 genes, eight of which are novel, and neuronal pathways as factors in human obesity.

The authors present the largest genome-wide association study to date for a rare Parkinsonian disorder, progressive supranuclear palsy (PSP). They include follow-up investigations of the identified susceptibility loci, functional consequences, and cell-specific pathologies, providing insights into genetic and molecular mechanisms underlying PSP.

PD-1 is a critical modulator of CD8⁺ T cell activation and exhaustion. Sen and colleagues show that a cell-state-specific enhancer tunes PD-1 expression exclusively in exhaustion and that deletion of this enhancer improves CD8⁺ T cell function.

Electrode–domain wall junctions in ferroelectric ErMnO₃ act as nanoscale diodes.

Authors apply atom probe tomography to image and quantify the 3D distribution of oxygen vacancies in (LuFeO₃)₉/(LuFe₂O₄)₁ superlattices, linking local variations in chemical composition to the emergent multiferroic properties.

Analyzing clinical records from a cohort of 3,042 donors in the Netherlands Brain Bank, natural language processing models unveil the symptomatology and potential misdiagnoses of a broad range of neurodegenerative disorders.

Trans-ethnic analyses of exome array data identify new risk loci for type 2 diabetes. Fine-mapping analyses using genome-wide association data show that the index coding variants represent the likely causal variants at only a subset of these loci.

Evan Eichler and colleagues present a detailed characterization of the chromosome 15q13.3 microdeletion region. They identify complex structural polymorphisms and find that the rearrangement breakpoints cluster in palindromic GOLGA8 core duplicons, providing evidence that this repeat and its palindromic architecture underlie the evolutionary and disease-related instability of this region.

Pancreatic ductal adenocarcinoma cells show a specific dependency on ornithine aminotransferase-mediated ornithine synthesis from glutamine, providing an opportunity to develop targeted therapies with minimal toxicity for this cancer.

High-coverage, ultra-long-read nanopore sequencing is used to create a new human genome assembly that improves on the coverage and accuracy of the current reference (GRCh38) and includes the gap-free, telomere-to-telomere sequence of the X chromosome.

Single-molecule, real-time DNA sequencing is used to analyse a haploid human genome (CHM1), thus closing or extending more than half of the remaining 164 euchromatic gaps in the human genome; the complete sequences of euchromatic structural variants (including inversions, complex insertions and tandem repeats) are resolved at the base-pair level, suggesting that a greater complexity of the human genome can now be accessed.

Post-traumatic stress disorder (PTSD) is a common mental health problem. Here, the authors report a GWAS from the Psychiatric Genomics Consortium in which they identify two risk loci in European ancestry and one locus in African ancestry individuals and find that PTSD is genetically correlated with several other psychiatric traits.

It is known that exercise influences many human traits, but not which tissues and genes are most important. This study connects transcriptome data collected across 15 tissues during exercise training in rats as part of the Molecular Transducers of Physical Activity Consortium with human data to identify traits with similar tissue specific gene expression signatures to exercise.

Temporal multi-omic analysis of tissues from rats undergoing up to eight weeks of endurance exercise training reveals widespread shared, tissue-specific and sex-specific changes, including immune, metabolic, stress response and mitochondrial pathways.

John Perry and colleagues report the results of a large genome-wide association study meta-analysis to identify variants influencing age at natural menopause. They identify 54 independent signals and find enrichment near genes involved in delayed puberty and DNA damage response.

The Splitread algorithm uses a split-read strategy to detect structural variants and small insertions and deletions (indels) in whole-exome and whole-genome sequence datasets at high sensitivity. It maps the breakpoints at single-base-pair resolution, even in low-complexity regions, and can detect novel processed pseudogenes.

Genetic associations with particular patterns of brain folding may provide insight into brain development and function. Here, the authors identify and replicate 388 genetic associations with brain sulcal morphology across 40,169 UK Biobank MRI scans, revealing insights into the processes guiding cortical development and genetic correlations with neuropsychiatric phenotypes.

Openshaw and colleagues find myeloid inflammation and complement activation signatures in patients with long COVID who were previously hospitalized.

The One Thousand Plant Transcriptomes Initiative provides a robust phylogenomic framework for examining green plant evolution that comprises the transcriptomes and genomes of diverse species of green plants.

Chronic infection with SARS-CoV-2 leads to the emergence of viral variants that show reduced susceptibility to neutralizing antibodies in an immunosuppressed individual treated with convalescent plasma.

In this study, Aggarwal and colleagues perform prospective sequencing of SARS-CoV-2 isolates derived from asymptomatic student screening and symptomatic testing of students and staff at the University of Cambridge. They identify important factors that contributed to within university transmission and onward spread into the wider community.

The Omicron variant evades vaccine-induced neutralization but also fails to form syncytia, shows reduced replication in human lung cells and preferentially uses a TMPRSS2-independent cell entry pathway, which may contribute to enhanced replication in cells of the upper airway. Altered fusion and cell entry characteristics are linked to distinct regions of the Omicron spike protein.

A study of the evolution of the SARS-CoV-2 virus in England between September 2020 and June 2021 finds that interventions capable of containing previous variants were insufficient to stop the more transmissible Alpha and Delta variants.

Multiple cytokines in the proinflammatory IL-1 family share the co-receptor IL-1R3. Dinarello and colleagues show that a fully humanized antibody to IL-1R3 can effectively control inflammation and disease mediated not only by IL-1 but also by IL-33 and IL-36.

Post-acute sequelae of SARS-CoV-2 (PASC) is still not well understood. Here the authors provide patient reported outcomes from 590 hospitalized COVID-19 patients and show association of PASC with higher respiratory SARS-CoV-2 load and circulating antibody titers, and in some an elevation in circulating fibroblast growth factor 21.

A chemical proteomic strategy is described for the discovery of protein-bound electrophilic groups in human cells. Using this approach, the dynamic regulation of the pyruvoyl catalytic cofactor in S-adenosyl-L-methionine decarboxylase was characterized and an N-terminal glyoxylyl modification on secernin proteins was discovered.

Post-international travel quarantine has been widely implemented to mitigate SARS-CoV-2 transmission, but the impacts of such policies are unclear. Here, the authors used linked genomic and contact tracing data to assess the impacts of a 14-day quarantine on return to England in summer 2020.

Genetic and testing data from England show that the SARS-CoV-2 variant of concern B.1.1.7 has a transmission advantage over other lineages.

Sera from vaccinated individuals and some monoclonal antibodies show a modest reduction in neutralizing activity against the B.1.1.7 variant of SARS-CoV-2; but the E484K substitution leads to a considerable loss of neutralizing activity.

Sven van der Lee, Julie Williams, Gerard Schellenberg and colleagues identify rare coding variants in PLCG2, ABI3 and TREM2 associated with Alzheimer's disease. These genes are highly expressed in microglia and provide additional evidence that the microglia-mediated immune response contributes to the development of Alzheimer's disease.