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Classification and risk-stratification for Acute Myeloid Leukemia (AML) at diagnosis are primarily based on cytogenetics and only a few gene mutations. Here, the authors study the genomic landscape of 3653 AML patients and characterize 16 non-overlapping molecular subgroups of clinical relevance for disease classification and risk prognostication.

Matched ribosome profiling and RNA sequencing data quantify translation efficiency patterns across 140 human and mouse cell lines.

Multi-omic mapping shows that group 3 and group 4 medulloblastomas have a common, human-specific developmental origin in the cerebellar rhombic lip, providing a basis for their ambiguous molecular features and overlapping anatomical location, and for the difficulty of modelling these tumours in mice.

A genome-wide association study in more than 400,000 individuals identifies 139 new signals for lung function. These variants can predict chronic obstructive pulmonary disease in independent, transancestral cohorts.

The large-scale deployment of photovoltaics could create new raw material demands and has the potential to create large end-of-life waste management issues in the future. This Review explores methods for device design and recycling to allow the photovoltaic industry to meet expanding energy demands while keeping within planetary bounds.

JWST/NIRSpec spectra are used to analyse the surfaces of Centaurs, revealing two main compositions: those with refractory materials and water ice and those rich in carbon-based materials. Strong surface weathering due to thermal processing may be responsible.

Environmental and genetic risk factors affect the distal airway epithelium in idiopatic pulmonary fibrosis (IPF) but the role of the epithelium in IPF remains unclear. Here the authors show that pathologic activation of the ERBB-YAP axis induces dynamic and structural dysfunction in the distal airway epithelium eliciting a pro-fibrotic phenotype in mesenchymal cells.

The human Fallopian tube (FT) is implicated as a site of origin for pelvic serous cancers. Here the authors conduct multi-omics analysis on over 100 FTs. The results challenge the assumption that BRCA1/2 mutation carriers exhibit significant molecular alterations in normal FTs before loss of heterozygosity (LOH) occurs, and suggest that tumorigenesis in BRCA1/2 carriers requires LOH or secondary genetic events rather than haploinsufficiency alone.

The ratio between the levels of two synaptic proteins in cerebrospinal fluid predicts future cognitive resilience versus decline among presymptomatic individuals and individuals with early Alzheimer’s disease harboring amyloid and tau pathology.

Whether mucinous ovarian carcinoma (MOC) arises from cells at the ovary or from metastases from other primary sites is an unanswered question. Here, Cheasley et al perform a genetic analysis of the disease, showing that MOC arises at the ovary.

Mycorrhizas—mutualistic relationships formed between fungi and most plant species—are functionally linked to soil carbon stocks. Here the authors map the global distribution of mycorrhizal plants and quantify links between mycorrhizal vegetation patterns and terrestrial carbon stocks.

Next-generation sequencing has allowed an unprecedented genomic characterization of diverse cancer types. This Review describes our latest understanding of cancer genomes, including methods to interpret the mutation data, and the emerging biological and clinical implications.

MLKL is regarded as an executor of the necroptotic inflammatory cell death pathway. Here authors show, by introducing a mutation into mouse MLKL representing a frequently occurring human single nucleotide polymorphism, that MLKL mutations could critically alter the inflammatory response and the clearance of Salmonella from organs upon infection.

The dynamic components of coastal water level can add metres to water levels during extreme events. A data synthesis reveals that Pacific regional wave and water level fluctuations are closely related to the El Niño/Southern Oscillation.

A genome-wide association meta-analysis of individuals with clinically assessed or self-reported depression identifies 44 independent risk loci. Comparisons with other psychiatric disorders and candidate gene analyses provide new insights into major depressive disorder.

The supraglacial meltwater ponds of the McMurdo Ice Shelf, analogues for proposed Cryogenian period eukaryotic refugia, are shown to host diverse and varied eukaryotic communities.

Lake fisheries are vulnerable to environmental changes. Here, Kao et al. develop a Bayesian networks model to analyze time-series data from 31 major fisheries lake across five continents, showing that fish catches can respond either positively or negatively to climate and land-use changes.

In vivo analysis of pairwise combinations of tumor suppressor losses using a barcode-based assay in mice identifies unpredicted genetic interactions and shows that the effects of tumor suppressor alterations can be context-dependent.

Michael Talkowski and colleagues analyze balanced chromosomal abnormalities in 273 individuals by whole-genome sequencing. Their findings suggest that sequence-level resolution improves prediction of clinical outcomes for balanced rearrangements and provides insight into pathogenic mechanisms such as altered gene regulation due to changes in chromosome topology.

This study describes the integrative analysis of 111 reference human epigenomes, profiled for histone modification patterns, DNA accessibility, DNA methylation and RNA expression; the results annotate candidate regulatory elements in diverse tissues and cell types, their candidate regulators, and the set of human traits for which they show genetic variant enrichment, providing a resource for interpreting the molecular basis of human disease.

In human spinal ligament tissue exposed to high stress, fibrotic regions displaying elevated Rho-associated kinase signalling and an increased density of myofibroblasts expressing smooth muscle actin α contribute to degenerative spinal disease.

Based on a proteogenomic analysis, Perreault and colleagues report that the majority of predicted tumor antigens originate from unmutated genomic sequences in melanoma and non-small cell lung cancer.

Timothy Chan and colleagues report exome and genome sequencing of 60 adenoid cystic carcinoma (ACC) tumor-normal pairs. They identify multiple pathways recurrently disrupted in ACC and provide evidence that KDM6A and PIK3CA are functionally relevant candidate ACC driver genes.

Metabolic imaging offers promise for improving the characterisation of prostate cancer phenotypes of varying clinical significance. Here, the authors show distinct metabolic features of cribriform and non-cribriform lesions using a variety of imaging techniques across scales.

Natural language processing of stopped clinical trials finds associations with the strength and extent of genetic evidence, suggesting that incorporating such evidence during target selection could help avoid negative outcomes.

The influence of mRNA splicing on colon cancer development and progression is unclear. In this study, the authors demonstrate that the SRSF1 splicing factor is essential to sustain the stem cell phenotype of WNT-activated colorectal cancers.

MYC amplification is an independent prognostic factor for the most aggressive subgroup (Group 3) of pediatric medulloblastoma (G3 MB). Here, the authors highlight the role of the RNA-binding protein, Musashi-1 (MSI1) in G3 MB and identify MSI1-bound targets sharing MYC associated pathways.

Phosphorus (P) limitation is pervasive in tropical forests. Here the authors analyse the dependence of photosynthesis on leaf N and P in tropical forests, and show that incorporating leaf P constraints in a terrestrial biosphere model enhances its predictive power.

DNA from ancient wolves spanning 100,000 years sheds light on wolves’ evolutionary history and the genomic origin of dogs.

Activated B cells and T cells accumulate within joints of patients with rheumatoid arthritis. Here, the authors use single-cell transcriptome and repertoire profiling to identify clonally expanded synovial B cells and T cells and define their phenotypes and predicted cell-cell interactions.

Using two-photon (2P) optogenetics and computational modeling, the authors find that neither space-based nor feature-based rules are sufficient to describe cell–cell interactions within the primary visual cortex (V1). Instead, models must include interactions between these cardinal axes.

Ian Alexander and colleagues characterize a liver-specific enhancer–promoter element that is found in the genome of wild-type adeno-associated virus type 2 (AAV2), from which gene transfer vectors have been derived. They suggest that these sequences could provide a possible link between AAV integration events in the liver and gene dysregulation and pathogenesis.

A global analysis of hydraulic traits in 1,922 woody plant species shows that wind speed has substantial effects on key traits related to plant water transport, independently of other climatic factors.

In modern football games, data-driven analysis serves as a key driver in determining tactics. Wang, Veličković, Hennes et al. develop a geometric deep learning algorithm, named TacticAI, to solve high-dimensional learning tasks over corner kicks and suggest tactics favoured over existing ones 90% of the time.

The molecular mechanisms that regulate senescence are incompletely understood. Here the authors couple high-throughput mapping of disease-associated functional SNPs (fSNPs) with proteomics analysis of fSNP-binding proteins to identify the transcription factor CUX1 as an activator of p16 expression and a regulator of senescence.

Crossover numbers and positions are tightly controlled but the mechanism involved is still obscure. Here, the authors, using quantitative super-resolution cytogenetics and mathematical modelling, show that diffusion mediated coarsening of HEI10, an E3-ligase domain containing protein, may explain meiotic crossover positioning in Arabidopsis.

Intra-specific variations may contribute to heterogeneous responses to climate change across a species’ range. Here, the authors investigate the phenology of two bird species across their breeding ranges, and find that their sensitivity to temperature is uncoupled from exposure to climate change.

Liquid biopsies allow the non-invasive detection of somatic mutations from tumours. Here, the authors develop and test MSK-ACCESS, an NGS-based clinical assay for identifying low frequency mutations in 129 genes and describe how it benefits patients in the clinic.

The exact molecular mechanisms driving FUS-mediated toxicity remain unclear. Here, the authors demonstrate that muscleblind (Mbl) is a novel modifier of FUS-associated ALS, with knockdown of endogenous Mbl suppressing neuromuscular junction defects and motor dysfunctions associated with FUS expression in Drosophila, as well as restoring reduced SMN protein levels in mammalian neuronal and human iPSC-derived motor neurons.

SCENT is a nonparametric method that models association between chromatin accessibility and gene expression in single-cell multimodal datasets, enabling construction of cell-type-specific enhancer–gene maps to aid mapping of candidate causal variants and genes for common diseases.

The authors report a mechanistic basis for intestinal polyp formation in patients with hereditary mixed polyposis syndrome that involves the aberrant epithelial expression of morphogens and leads to the formation of ectopic intestinal crypts by progenitor cells outside the stem cell niche, a mechanism that seems to also be involved in human ectopic serrated polyps.

Rifaximin use, particularly in patients with liver cirrhosis, may be compromising the clinical use of daptomycin.

Tumour-microenvironment interactions, pivotal in cancer progression, are challenging to replicate in vitro. Here, the authors use single-cell RNA-seq to analyse these interactions in colorectal cancer within organoid models, and aim to emulate and understand these crucial interactions by introducing specific microenvironmental components.

S-isotope and Hg geochemistry across the terrestrial Permian–Triassic mass extinction (252 Ma) provides evidence of repeated volcanic eruptions over ~300 kyr that drove acidification and poisoning of a palaeo-lacustrine ecosystem in northwest China.

Adenomyoepithelioma is a rare tumor of the breast with an unknown genetic basis. Here the authors perform a genomic analysis of adenomyoepitheliomas revealing that their repertoire of somatic mutations vary according to the estrogen receptor (ER) status, and that ER-negative tumors harbor recurrent mutations in HRAS and PI3K pathway genes.

Exercise improves metabolic health and physical condition, particularly important for health in aged individuals. Here, the authors identify that Sestrins, proteins induced by exercise, are key mediators of the metabolic adaptation to exercise and increase endurance through the AKT and PGC1a axes.

Evolutionarily conserved gene modules mediate neurodegenerative dementia in a variety of mouse models and in postmortem brain tissue from patients.