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Benjamin Voight and colleagues report the annotated genome of the golden orb-weaver spider. They describe 28 spider silk genes (spidroins), characterize their expression in distinct silk gland types and identify non-spidroin genes with expression patterns suggesting potential roles in silk production.

Leah Gates and Ben Weaver reflect on how overcoming different hurdles and dealing with unexpected events has ultimately shaped their careers. They also emphasize the importance of relying on a strong support network.

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

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.

How caspases are differentially regulated in non-apoptotic stress responses remains enigmatic. Here, the authors show that Xeroderma pigmentosum protein XPD promotes stress specific caspase expression to balance genotoxic and non-genotoxic responses.

Eutrophication has been shown to weaken diversity-stability relationships in grasslands, but it is unclear whether the effect depends on scale. Analysing a globally distributed network of grassland sites, the authors show a positive role of beta diversity and spatial asynchrony as drivers of stability but find that nitrogen enrichment weakens the diversity-stability relationships at different spatial scales.

A complementary analysis of DESI DR2 distance measurements along with supernova and CMB data shows consistent, moderate evidence that dark energy changes over time rather than behaving as a simple cosmological constant.

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).

Wei et al. show that proteolytic cleavage of fatty acid synthase (FASN) upon stress contributes to stress resolution. This role in stress resolution of the resulting C-terminal fragment of FASN is independent of its canonical function in fatty acid synthesis.

DNA polymerase beta (Pol β) is the primary enzyme responsible for processing 1-nt gaps in chromatin during DNA repair. Here, the authors determine the kinetic and structural basis of gap-filling DNA synthesis in the nucleosome by Pol β, providing fundamental insight into DNA repair in chromatin.

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 extent of phosphorylated p38 MAPK is known to determine signaling. Here, the authors show the relative pool of non-phosphorylated p38 MAPK modulates signaling output to control growth, lysosome formation and neuronal integrity during early aging.

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.

A key hypothesis for the evolution of division of labour in social insects is that a shared set of genes – a genetic toolkit - regulates reproductive castes across species. Here, the authors analyze brain transcriptomes from nine species of social wasps to identify the factors that shape this toolkit.

A meta-analysis of genome-wide association studies across different populations highlights new risk loci and provides a genetic risk score that can stratify prostate cancer risk across ancestries.

Fine-scale geospatial mapping of overweight and wasting (two components of the double burden of malnutrition) in 105 LMICs shows that overweight has increased from 5.2% in 2000 to 6.0% in children under 5 in 2017. Although overall wasting decreased over the same period, most countries are not on track to meet the World Health Organization’s Global Nutrition Target of <5% in over half of LMICs by 2025.

Bhattacharjee and Schaeffer et al. map exclusive breastfeeding (EBF) in 94 low- and middle-income countries (LMICs), finding increased EBF practice and reduced subnational variation across the majority of LMICs from 2000 to 2018. However, only six LMICs will meet WHO’s target of ≥70% EBF by 2030 nationally, and only three will achieve this in all districts.

High-resolution subnational mapping of child growth failure indicators for 105 low- and middle-income countries between 2000 and 2017 shows that, despite considerable progress, substantial geographical inequalities still exist in some countries.

Durable agonism of NPR1 achieved with a novel investigational monoclonal antibody could mirror the positive hemodynamic changes in blood pressure and heart failure identified in humans with lifelong exposure to NPR1 coding variants.

In this immunological ancillary study of the PREVAC trial, the authors show that approved Ebola virus vaccines induce memory T-cell responses that persist during the five year follow-up after initial vaccination.

DNase I footprinting in 41 cell and tissue types reveals millions of short sequence elements encoding an expansive repertoire of conserved recognition sequences for DNA-binding proteins.

An extensive map of human DNase I hypersensitive sites, markers of regulatory DNA, in 125 diverse cell and tissue types is described; integration of this information with other ENCODE-generated data sets identifies new relationships between chromatin accessibility, transcription, DNA methylation and regulatory factor occupancy patterns.

The Cancer Genome Atlas Research Network reports an integrative analysis of more than 400 samples of clear cell renal cell carcinoma based on genomic, DNA methylation, RNA and proteomic characterisation; frequent mutations were identified in the PI(3)K/AKT pathway, suggesting this pathway might be a potential therapeutic target, among the findings is also a demonstration of metabolic remodelling which correlates with tumour stage and severity.

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.

H3K36me2 targets DNMT3A to intergenic regions and this process, together with H3K36me3-mediated recruitment of DNMT3B, has a key role in establishing and maintaining genomic DNA methylation landscapes.

Although progress in the coverage of routine measles vaccination in children in low- and middle-income countries was made during 2000–2019, many countries remain far from the goal of 80% coverage in all districts by 2019.

A dataset of coding variation, derived from exome sequencing of nearly one million individuals from a range of ancestries, provides insight into rare variants and could accelerate the discovery of disease-associated genes and advance precision medicine efforts.

Fine-scale estimates of the prevalence of HIV in adults across sub-Saharan Africa reveal substantial within-country variation and local differences in both the direction and rate of change in the prevalence of HIV between 2000 and 2017.

The Cancer Genome Atlas reports on molecular evaluation of 295 primary gastric adenocarcinomas and proposes a new classification of gastric cancers into 4 subtypes, which should help with clinical assessment and trials of targeted therapies.

The authors examine the role of monkey populations in the sylvatic cycle of chikungunya virus in the Kédougou region, Senegal. The authors show that monkeys are amplification hosts, as opposed to reservoir hosts for infection. These findings expand our knowledge of the transmission dynamics of chikungunya virus in this region of Senegal.

This paper reports integrative molecular analyses of urothelial bladder carcinoma at the DNA, RNA, and protein levels performed as part of The Cancer Genome Atlas project; recurrent mutations were found in 32 genes, including those involved in cell-cycle regulation, chromatin regulation and kinase signalling pathways; chromatin regulatory genes were more frequently mutated in urothelial carcinoma than in any other common cancer studied so far.

A genome-wide association study of critically ill patients with COVID-19 identifies genetic signals that relate to important host antiviral defence mechanisms and mediators of inflammatory organ damage that may be targeted by repurposing drug treatments.

In this disease mapping study, the authors estimate disability-adjusted life year rates for three of the major causes of mortality for children under five 43 countries in sub-Saharan Africa. They identify significant heterogeneity at the subnational level, highlighting the need for a targeted intervention approach.

In Southeast Asia, tropical cyclone genesis is projected to shift northward with more seasonal activity and altered landfall patterns, according to analysis of seasonal-scale tropical cyclone genesis and landfall patterns from 1881–1900 to 2081–2100 under moderate and high emissions scenarios.

Jonathan Flint, Richard Mott and colleagues employ low-coverage (0.15×) sequencing and their new imputation method STITCH to perform genome-wide association analysis for complex traits in an outbred mouse population. They find >250 QTLs for 92 phenotypes and obtain gene-level mapping resolution for around 20% of the loci.

As phase 1 of the Earth Microbiome Project, analysis of 16S ribosomal RNA sequences from more than 27,000 environmental samples delivers a global picture of the basic structure and drivers of microbial distribution.

Curved elastic shells have unique mechanical behavior and multiple stable configurations, but these properties fade when the shell thickness increases. Here the authors report a strategy to realize bistable doubly curved shells with arbitrary thickness, and how to optimize the dynamic response of one-dimensional connected arrays of such doubly-curved bistable shells.

Grass pea is a multi-stress tolerant orphan crop and developing cultivars with decreased accumulation of the neurotoxin β-L-oxalyl-2,3-diaminopropionic acid (β-L-ODAP) is one of its breeding objectives. Here, the authors assemble its genome and reveal genes involved in the biosynthesis of β-L-ODAP.