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Table 1 Overview of phenotypic traits. Availability of variable is indicated by ‘x’

From: Metabolomic predictors of phenotypic traits can replace and complement measured clinical variables in population-scale expression profiling studies

Phenotypic trait

Reported outcome

Surrogate outcome

Low estimated Glomerular Filtration Rate (eGFR)

 

x

High triglycerides

x

x

High LDL-associated cholesterol

x

x

High total cholesterol

x

x

Low HDL-associated cholesterol

x

x

Diabetes

 

x

Metabolic syndrome

 

x

Sex

x

x

Lipid medication

x

x

BMI/obesity status

x

x

High high-sensitivity C-reactive protein (hsCRP)

x

x

Blood pressure lowering medication

 

x

Low hemoglobin

x

x

Low white blood cells

x

x

Current smoking

x

x

Alcohol consumption

 

x

High age (≥65 y.o.)

x

x