Expressive

rs113965639 - CLNK

Magnitude 2.2 · 1 study on file

Reported associations

  • A scalable variational inference approach for increased mixed-model association power - Unknown journal (n.d.) · Unknown authors · PubMed 39789286

    ABSTRACT: The rapid growth of modern biobanks is creating new opportunities for large-scale genome-wide association studies (GWASs) and the analysis of complex traits. However, performing GWASs on millions of samples often leads to trade-offs between computational efficiency and statistical power, reducing the benefits of large-scale data collection efforts. We developed Quickdraws, a method that increases association power in quantitative and binary traits without sacrificing computational efficiency, leveraging a spike-and-slab prior on variant effects, stochastic variational inference and graphics processing unit acceleration. We applied Quickdraws to 79 quantitative and 50 binary traits in 405,088 UK Biobank samples, identifying 4.97% and 3.25% more associations than REGENIE and 22.71%

Auto-generated from study metadata. AI-synthesised commentary is added when this entry is regenerated through content-service's LLM mode.

Lifestyle context

Concrete actions anchored to the cited research. We do not prescribe, we describe.

Bloodwork

  • serum urate levels Moderate

    This SNP is strongly associated with higher serum urate levels, a risk factor for gout and related conditions.

    Check serum urate annually; discuss target levels with doctor

Diet

  • high-purine foods Moderate

    Dietary purines are metabolized to urate; reducing intake helps manage serum urate levels.

    Limit red meat, organ meats, shellfish, and legumes to occasional consumption

Discuss with your doctor

  • urate-lowering therapy if needed Moderate

    If serum urate remains elevated despite lifestyle measures, pharmacological lowering may prevent gout attacks.

    Discuss allopurinol or febuxostat if urate persistently above 6 mg/dL or gout develops

Lifestyle

  • maintain adequate hydration Moderate

    Hydration promotes renal excretion of urate and reduces its concentration in blood.

    Drink 2-3 liters of water daily; increase during exercise