Table 2.
Interpretation of the fixed effects coefficients from a linear mixed effects model assessing associations of APOL1 genotype with eGFR measured repeated over time
| Variablea | Coefficient Interpretation | Coefficient Estimate | Coefficient SEM | P Value |
|---|---|---|---|---|
| APOL1 high risk | Difference in average baseline eGFR (milliliters per minute per 1.73 m2) among African ancestry participants with APOL1 high-risk alleles compare with whites | −2.95 | 1.05 | 0.005 |
| APOL1 low risk | Difference in average baseline eGFR (milliliters per minute per 1.73 m2) among African ancestry participants with APOL1 low-risk alleles compare with whites | −3.77 | 0.62 | <0.001 |
| Years | Average eGFR slope (milliliters per minute per 1.73 m2 per year) among whites | −0.74 | −0.07 | <0.001 |
| Years × APOL1 high risk | Difference in average eGFR slope (milliliters per minute per 1.73 m2 per year) among African ancestry participants with APOL1 high-risk alleles and whites | −1.50 | 0.20 | <0.001 |
| Years × APOL1 low risk | Difference in average eGFR slope (milliliters per minute per 1.73 m2 per year) among African ancestry participants with APOL1 low-risk alleles and whites | −0.58 | 0.11 | <0.001 |
Results are the estimated fixed effects from a random slope model fit for the Chronic Renal Insufficiency Cohort Study example in model 2.
Model 2:
APOL1 is the exposure variable of the genotype in conjunction with race with three categories (0, white; 1, APOL1 low risk; and 2, APOL1 high risk), with whites as the reference group. The random effects include both random intercept and random slope to account for subject-specific deviation from the population-average trajectory.