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Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression

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  1. Article

    Open Access

    Demuxafy: improvement in droplet assignment by integrating multiple single-cell demultiplexing and doublet detection methods

    Recent innovations in single-cell RNA-sequencing (scRNA-seq) provide the technology to investigate biological questions at cellular resolution. Pooling cells from multiple individuals has become a common strat...

    Drew Neavin, Anne Senabouth, Himanshi Arora, Jimmy Tsz Hang Lee in Genome Biology (2024)

  2. Article

    Open Access

    Genome-wide characterization of circulating metabolic biomarkers

    Genome-wide association analyses using high-throughput metabolomics platforms have led to novel insights into the biology of human metabolism17. This detailed knowledge of the genetic determinants of systemic me...

    Minna K. Karjalainen, Savita Karthikeyan, Clare Oliver-Williams, Eeva Sliz in Nature (2024)

  3. Article

    Open Access

    PICALO: principal interaction component analysis for the identification of discrete technical, cell-type, and environmental factors that mediate eQTLs

    Expression quantitative trait loci (eQTL) offer insights into the regulatory mechanisms of trait-associated variants, but their effects often rely on contexts that are unknown or unmeasured. We introduce PICAL...

    Martijn Vochteloo, Patrick Deelen, Britt Vink, Ellen A. Tsai, Heiko Runz in Genome Biology (2024)

  4. Article

    Open Access

    Phenotypic and Genetic Factors Associated with Absence of Cardiomyopathy Symptoms in PLN:c.40_42delAGA Carriers

    The c.40_42delAGA variant in the phospholamban gene (PLN) has been associated with dilated and arrhythmogenic cardiomyopathy, with up to 70% of carriers experiencing a major cardiac event by age 70. However, t...

    Esteban A. Lopera-Maya, Shuang Li in Journal of Cardiovascular Translational Re… (2023)

  5. Article

    Open Access

    Identification of genetic variants that impact gene co-expression relationships using large-scale single-cell data

    Expression quantitative trait loci (eQTL) studies show how genetic variants affect downstream gene expression. Single-cell data allows reconstruction of personalized co-expression networks and therefore the id...

    Shuang Li, Katharina T. Schmid, Dylan H. de Vries, Maryna Korshevniuk in Genome Biology (2023)

  6. Article

    Open Access

    OTTERS: a powerful TWAS framework leveraging summary-level reference data

    Most existing TWAS tools require individual-level eQTL reference data and thus are not applicable to summary-level reference eQTL datasets. The development of TWAS methods that can harness summary-level refere...

    Qile Dai, Geyu Zhou, Hongyu Zhao, Urmo Võsa, Lude Franke in Nature Communications (2023)

  7. Article

    Open Access

    Brain expression quantitative trait locus and network analyses reveal downstream effects and putative drivers for brain-related diseases

    Identification of therapeutic targets from genome-wide association studies (GWAS) requires insights into downstream functional consequences. We harmonized 8,613 RNA-sequencing samples from 14 brain datasets to...

    Niek de Klein, Ellen A. Tsai, Martijn Vochteloo, Denis Baird in Nature Genetics (2023)

  8. Article

    Open Access

    Lipid-induced transcriptomic changes in blood link to lipid metabolism and allergic response

    Immune cell function can be altered by lipids in circulation, a process potentially relevant to lipid-associated inflammatory diseases including atherosclerosis and rheumatoid arthritis. To gain further insigh...

    Koen F. Dekkers, Roderick C. Slieker, Andreea Ioan-Facsinay in Nature Communications (2023)

  9. Article

    Open Access

    Publisher Correction: Age-dependent sex differences in cardiometabolic risk factors

    Daria V. Zhernakova, Trishla Sinha, Sergio Andreu-Sánchez in Nature Cardiovascular Research (2022)

  10. Article

    Open Access

    Age-dependent sex differences in cardiometabolic risk factors

    Cardiometabolic diseases (CMDs) are a major cause of mortality worldwide, yet men and women present remarkable differences in disease prognosis, onset and manifestation. Here we characterize how sex difference...

    Daria V. Zhernakova, Trishla Sinha, Sergio Andreu-Sánchez in Nature Cardiovascular Research (2022)

  11. Article

    Open Access

    Limited evidence for blood eQTLs in human sexual dimorphism

    The genetic underpinning of sexual dimorphism is very poorly understood. The prevalence of many diseases differs between men and women, which could be in part caused by sex-specific genetic effects. Neverthele...

    Eleonora Porcu, Annique Claringbould, Antoine Weihs, Kaido Lepik in Genome Medicine (2022)

  12. Article

    Open Access

    Gut mucosa dissociation protocols influence cell type proportions and single-cell gene expression levels

    Single-cell RNA sequencing (scRNA-seq) has revolutionized the study of the cellular landscape of organs. Most single-cell protocols require fresh material, which limits sample size per experiment, and conseque...

    Werna T. C. Uniken Venema, Aarón D. Ramírez-Sánchez, Emilia Bigaeva in Scientific Reports (2022)

  13. Article

    Open Access

    Genetic, parental and lifestyle factors influence telomere length

    The average length of telomere repeats (TL) declines with age and is considered to be a marker of biological ageing. Here, we measured TL in six blood cell types from 1046 individuals using the clinically vali...

    Sergio Andreu-Sánchez, Geraldine Aubert, Aida Ripoll-Cladellas in Communications Biology (2022)

  14. Article

    Open Access

    Single-cell RNA-sequencing of peripheral blood mononuclear cells reveals widespread, context-specific gene expression regulation upon pathogenic exposure

    The host’s gene expression and gene regulatory response to pathogen exposure can be influenced by a combination of the host’s genetic background, the type of and exposure time to pathogens. Here we provide a d...

    Roy Oelen, Dylan H. de Vries, Harm Brugge, M. Grace Gordon in Nature Communications (2022)

  15. Article

    Open Access

    Author Correction: Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

    Wouter van Rheenen, Rick A. A. van der Spek, Mark K. Bakker in Nature Genetics (2022)

  16. Article

    Open Access

    Functional genomics analysis identifies T and NK cell activation as a driver of epigenetic clock progression

    Epigenetic clocks use DNA methylation (DNAm) levels of specific sets of CpG dinucleotides to accurately predict individual chronological age. A popular application of these clocks is to explore whether the dev...

    Thomas H. Jonkman, Koen F. Dekkers, Roderick C. Slieker, Crystal D. Grant in Genome Biology (2022)

  17. Article

    Open Access

    Meta-analyses identify DNA methylation associated with kidney function and damage

    Chronic kidney disease is a major public health burden. Elevated urinary albumin-to-creatinine ratio is a measure of kidney damage, and used to diagnose and stage chronic kidney disease. To extend the knowledg...

    Pascal Schlosser, Adrienne Tin, Pamela R. Matias-Garcia in Nature Communications (2021)

  18. Article

    Open Access

    Common and rare variant association analyses in amyotrophic lateral sclerosis identify 15 risk loci with distinct genetic architectures and neuron-specific biology

    Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with a lifetime risk of one in 350 people and an unmet need for disease-modifying therapies. We conducted a cross-ancestry genome-wide a...

    Wouter van Rheenen, Rick A. A. van der Spek, Mark K. Bakker in Nature Genetics (2021)

  19. Article

    Retraction Note: Detection and replication of epistasis influencing transcription in humans

    Gibran Hemani, Konstantin Shakhbazov, Harm-Jan Westra, Tonu Esko in Nature (2021)

  20. Article

    Open Access

    Integration of metabolomics, genomics, and immune phenotypes reveals the causal roles of metabolites in disease

    Recent studies highlight the role of metabolites in immune diseases, but it remains unknown how much of this effect is driven by genetic and non-genetic host factors.

    **ao**g Chu, Martin Jaeger, Joep Beumer, Olivier B. Bakker in Genome Biology (2021)

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