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Cross-sectional and longitudinal association of seven DNAm-based predictors with metabolic syndrome and type 2 diabetes

To date, various epigenetic clocks have been constructed to estimate biological age, most commonly using DNA methylation (DNAm). These include “first-generation” clocks such as DNAmAgeHorvath and “second-gener...
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Rare disease gene association discovery in the 100,000 Genomes Project

Nature, Published online: 26 February 2025; doi:10.1038/s41586-025-08623-w

A rare variant burden analytical framework for Mendelian diseases was developed and applied to data from the 100,000 Genomes Project, identifying 69 probable new disease–gene associations.
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Heritable polygenic editing: the next frontier in genomic medicine?

Nature, Published online: 08 January 2025; doi:10.1038/s41586-024-08300-4

We discuss the potential consequences and ethical concerns of polygenic genome editing of human embryos to alter specific variants associated with polygenic diseases, highlighting the possibility of reducing disease susceptibility while exacerbating health inequalities.
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Label-free detection and profiling of individual solution-phase molecules

Nature, Published online: 08 May 2024; doi:10.1038/s41586-024-07370-8

Enhanced light–molecule interactions in high-finesse fibre-based Fabry–Pérot microcavities are used to detect and profile individual unlabelled solution-phase biomolecules, leading to potential applications in the life and chemical sciences.
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Proteome-scale discovery of protein degradation and stabilization effectors

Nature, Published online: 20 March 2024; doi:10.1038/s41586-024-07224-3

A synthetic proteome-scale strategy enables the identification of a diverse range of human proteins that can induce the degradation or stabilization of a target protein in a proximity-dependent way.
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Evolutionary trajectories of small cell lung cancer under therapy

Nature, Published online: 13 March 2024; doi:10.1038/s41586-024-07177-7

We uncover key processes of the genomic evolution of small cell lung cancer under therapy, identify the common ancestor as the source of clonal diversity at relapse and show central genomic patterns associated with drug response.
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SPLASH: A statistical, reference-free genomic algorithm unifies biological discovery

Genomics workflows typically map reads onto a reference genome as the foundation for downstream analyses. However, this poses severe limitations for biological discovery when references are incomplete or nonexistent, and even for intensely studied genomes with rich population-level diversity. SPLASH is a highly efficient framework for statistics-driven analysis of sequence variation directly from raw sequencing data, overcoming previous limitations.
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Stability selection enhances feature selection and enables accurate prediction of gestational age using only five DNA methylation sites

DNA methylation (DNAm) is robustly associated with chronological age in children and adults, and gestational age (GA) in newborns. This property has enabled the development of several epigenetic clocks that ca...
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