Workflow from Scientific Research

Open access visualization of Workflow, Venn Diagram, Sleep Disordered Breathing, Principal Component, LASSO
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SDB sleep disordered breathing, PC principal component, LASSO least absolute shrinkage and selection operator, OSA MRS metabolite risk score calculated based on coefficients from LASSO regression trained to predict OSA in previous publication 30 , HCHS/SOL the Hispanic Community Health Study/Study of Latinos. Baseline diabetes are based on American Diabetes Association definition 69 , defined as fasting glucose >=126 mg/dL, or post-OGTT glucose >=200 mg/dL or A1C >= 6.5%, or self-report of diabetes; baseline hypertension is defined as systolic or diastolic BP greater than or equal to 140/90, respectively, or current use of antihypertensive medications.

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