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Whole-genome sequencing of tumour and germline DNA samples from 92 patients with high-grade serous ovarian cancer identifies frequent gene breakages that inactivate the tumour suppressors RB1, NF1, RAD51B and PTEN, and contribute to chemotherapy resistance; acquired resistance was associated with diverse mechanisms such as reversions of germline BRCA1/2 mutations and overexpression of the drug efflux pump MDR1.

Cumulus is a cloud-based framework enabling large-scale single-cell and single-nucleus RNA sequencing data analysis.

Limited experimental platforms exist for assessing quantitative sequence-function relationships for multiple antibodies. Here, authors develop a deep-sequencing based technology called MAGMA-seq, that determines the quantitative properties of antibody libraries.

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.

There is a need for methods that allow the analysis of single-cell long-read sequencing data without depending on known barcode lists or short-read sequencing. Here, the authors develop scNanoGPS, a tool that can independently deconvolute long reads into single cells and single molecules, and apply it on tumour and cell line data.

Past genome-wide associate studies have identified hundreds of genetic loci that influence body size and shape when examined one trait at a time. Here, Jeff and colleagues develop an aggregate score of various body traits, and use meta-analysis to find new loci linked to body shape.

Assessment of metagenomic sequencing of cell-free DNA directly from patient samples as a diagnostic for infections.

Food allergy is a growing clinical and public health burden. Here, the authors carry out a genome-wide association study in samples with well-defined allergies to a variety of foods, and identify the 6p21.32 region that significantly increases risk of developing peanut allergy.

Paul Boutros, Robert Bristow and colleagues report a molecular analysis of the spatial heterogeneity of clinically localized, multifocal prostate cancer. They find that multifocal tumors are highly heterogeneous, and they identify a novel recurrent amplification of MYCL1.

Chronic lymphocytic leukaemia has a hereditary component, much of which remains to be identified. Here, the authors perform a genome-wide association study and find new risk loci for the disease, which are associated with genes involved in immune function.

Understanding the molecular and phenotypic profile of colorectal cancer (CRC) in West Africa is important for early detection and treatment. Here, the authors use a multigene next-generation sequencing panel to identify genomic differences in Nigerian CRCs compared to those from TCGA and MSKCC cohorts.

The evolutionary history of pigs in Africa is unclear. Here, the authors examine 67 whole genomes, finding incomplete speciation between bushpigs and red river hogs as well as evidence suggesting that humans brought bushpigs to Madagascar 1000-5000 years ago.

It is challenging to analyse chromosomal rearrangements in heterogeneous solid cancers. Here the authors present HiDENSEC, a method to jointly infer absolute copy number, ploidy, tumor purity and large-scale rearrangements from Hi-C data. The increased statistical power afforded by joint inference enables novel insights into cancer genome evolution.

Genome-wide association analyses of two oral glucose tolerance test-derived measures of postprandial insulin resistance discover ten new loci. Functional characterization identifies nine candidate genes implicated in the regulation of GLUT4.

In colorectal cancer (CRC), finding loci associated with risk may give insight into disease aetiology. Here, the authors report a genome-wide association analysis in Europeans of 34,627 CRC cases and 71,379 controls, and find 31 new risk loci and 17 new risk SNPs at previously reported loci.

The MAGIC investigators report results of a large genome-wide association study meta-analysis to identify common variants influencing fasting glucose homeostasis. They further show that several of the newly discovered loci influencing glycemic traits are also associated with risk of type 2 diabetes.

Here the non-linear relationship is revealed between carbon emissions reductions and oil demand reductions, which depends on the magnitude of demand drop and the global oil market structure.

Sequencing of the sex-determining Y chromosomes of cattle and sheep has proved difficult in the past. Using modern methods, this study presents complete T2T assemblies of these chromosomes and uncovers differences between the species that are suggestive of divergent evolutionary trajectories.

The CNV analysis group of the Psychiatric Genomic Consortium analyzes a large schizophrenia cohort to examine genomic copy number variants (CNVs) and disease risk. They find an enrichment of CNV burden in cases versus controls and identify 8 genome-wide significant loci as well as novel suggestive loci conferring either risk or protection to schizophrenia.

Multi-ancestry genome-wide analyses identify new risk loci for age-related macular degeneration. Ancestry-specific analyses identify distinct effects at major risk loci, including smaller effect sizes for CFH risk alleles in haplotypes of African ancestry.

A genomic constraint map for the human genome constructed using data from 76,156 human genomes from the Genome Aggregation Database shows that non-coding constrained regions are enriched for regulatory elements and variants associated with complex diseases and traits.

Age-related macular degeneration (AMD) is a major cause of blindness worldwide. Here, the authors carry out a two-stage genome-wide association study for AMD and identify three new AMD risk loci, highlighting the shared and distinct genetic basis of the disease in East Asians and Europeans.

This array with 623,124 SNP probes and 916,269 probes to query structural variants opens the door to a detailed characterization of genetic diversity in laboratory mouse strains. This will allow genome-wide association studies in mice.

Tim Chan and colleagues report the identification of recurrent somatic mutations in FAT1 in glioblastoma, colon cancer and head and neck cancer and show that inactivation of FAT1 promotes Wnt signaling and tumorigenesis.

This study reveals how infections that increase long-term dementia risk can contribute to longitudinal brain volume loss and regulate immunological proteins in plasma, and which of these proteins may drive infection-specific neurodegeneration.

The combination of massively parallel mutation enrichment and duplex sequencing allows for the tracking of up to 10,000 low-frequency mutations with up to 100-fold fewer reads per locus than conventional duplex sequencing.

Evaluation of the efficiency of land-use changes and their effect on global carbon storage shows that several land-use and consumption choices relevant to climate policy have greater implications than previously thought.

Using lidar over an area of 85,000 km², Inomata et al. identified 478 early ceremonial complexes in southern Mexico. These discoveries offer new information for understanding the origins of Mayan civilization and its relation with the Olmecs.

Humans can infer rules for building words in a new language from a handful of examples, and linguists also can infer language patterns across related languages. Here, the authors provide an algorithm which models these grammatical abilities by synthesizing human-understandable programs for building words.

Federated learning can be used to train medical AI models on sensitive personal data while preserving important privacy properties; however, the sensitive nature of the data makes it difficult to evaluate approaches reproducibly on real data. The MedPerf project presented by Karargyris et al. provides the tools and infrastructure to distribute models to healthcare facilities, such that they can be trained and evaluated in realistic settings.

Chronic lymphocytic leukemia is a highly inheritable cancer. Here the authors conduct a metaanalysis of four genome-wide association studies and identify three novel loci located near EOMES, SERPINB6 and LPPassociated with risk of this disease.

The clinical course of chronic lymphocytic leukaemia (CLL) is variable and difficult to predict. Here, the authors conduct a genome wide association study meta-analysis for time to first treatment in CLL patients and report two loci associating with progressive disease.

Meta-analysis of genome-wide association studies on Alzheimer’s disease and related dementias identifies new loci and enables generation of a new genetic risk score associated with the risk of future Alzheimer’s disease and dementia.

This study assessed COVID-19 social science preprints’ replicability using structured groups. Both beginners and more-experienced participants used a elicitation protocol to make better-than-chance predictions about the reliability of research claims under high uncertainty.

Fetal development plays an important role in defining adult diabetes risk. Here, authors identified a genetic link between fetal pancreatic gene expression, obesity, and diabetes risk through eQTL mapping of iPSC-derived pancreatic progenitor cells.

Rinse Weersma, Carl Anderson and colleagues report the results of a trans-ancestry association study of inflammatory bowel disease. They implicate 38 new susceptibility loci, and show that the variance explained by each IBD risk locus is consistent across diverse ancestries, with a few notable exceptions.

A dataset of the genomes of 363 species from the Bird 10,000 Genomes Project shows increased power to detect shared and lineage-specific variation, demonstrating the importance of phylogenetically diverse taxon sampling in whole-genome sequencing.

Whole-genome sequencing is used to analyse the landscape of somatic mutation in intestinal crypts from 16 mammalian species, revealing that rates of somatic mutation inversely scale with the lifespan of the animal across species.

Cyclic peptides are of particular interest due to their pharmacological properties, but their design for binding to a target protein is challenging. Here, the authors present a computational “anchor extension” methodology for de novo design of cyclic peptides that bind to the target protein with high affinity, and validate the approach by developing cyclic peptides that inhibit histone deacetylases 2 and 6.

A torque magnetometry study of the pyrochlore iridate Eu₂Ir₂O₇ reveals an unusual symmetry-breaking effect that persists above the Néel temperature of this antiferromagnet.

Analysis of whole-genome sequences of 25,465 individuals of European ancestry shows that rare variants contribute substantially to the heritability of height and body mass index.

The Tyrolean Iceman is 5,300 years old and his mitochondrial genome has been previously sequenced. This study reports the full genome sequence of the Iceman and reveals that he probably had brown eyes, was at risk for coronary disease and may have been infected with the pathogen Lyme borreliosis.

Comparison of multiple genome assemblies from wheat reveals extensive diversity that results from the complex breeding history of wheat and provides a basis for further potential improvements to this important food crop.

Current outcomes are reported from the ongoing National Lung Matrix Trial, an umbrella trial for the treatment of non-small-cell lung cancer in which patients are triaged according to their tumour genotype and matched with targeted therapeutic agents.

Exome sequencing data from 60,706 people of diverse geographic ancestry is presented, providing insight into genetic variation across populations, and illuminating the relationship between DNA variants and human disease.

The evolutionary genetics of a keystone savannah species the blue wildebeest, and the related black wildebeest, remain largely unexplored. This study finds evidence for archaic introgression of black wildebeest to blue wildebeest and detrimental effects of human activities on migratory populations.

Common genetic variants associated with plasma lipids have been extensively studied for a better understanding of common diseases. Here, the authors use whole-genome sequencing of 16,324 individuals to analyze rare variant associations and to determine their monogenic and polygenic contribution to lipid traits.