Table 2.
LME Results for pTau Analytes
| pTau181 | pTau217 | pTau231 | ||||
|---|---|---|---|---|---|---|
| Predictors | Estimates | CI | Estimates | CI | Estimates | CI |
| (Intercept) | 2.54 *** | 2.39 – 2.70 | 0.40 *** | 0.35 – 0.44 | 11.61 *** | 10.28 – 12.95 |
| IR | 0.09 | −0.00 – 0.19 | −0.01 | −0.04 – 0.01 | 0.40 | −0.45 – 1.25 |
| WHR | −0.32 ** | −0.53 – −0.12 | −0.06 * | −0.12 – −0.00 | −1.77 * | −3.51 – −0.03 |
| Age | 0.04 *** | 0.02 – 0.05 | 0.01 *** | 0.01 – 0.01 | 0.20 ** | 0.05 – 0.34 |
| Gender | 0.24 | −0.02 – 0.49 | 0.04 | −0.03 – 0.11 | −0.11 | −2.24 – 2.01 |
| Amyloid status | 0.66 *** | 0.42 – 0.89 | 0.40 *** | 0.33 – 0.46 | 4.39 ** | 1.43 – 7.36 |
| eGFR | −1.01 * | −1.88 – −0.13 | ||||
| Random Effects | ||||||
| σ2 | 0.40 | 0.04 | 3.20 | |||
| τ00 | 0.57 Subject | 0.04 Subject | 10.76 Subject | |||
| ICC | 0.59 | 0.54 | 0.77 | |||
| N | 272 Subject | 272 Subject | 70 Subject | |||
| Observations | 463 | 463 | 79 | |||
| Marginal R2 / Conditional R2 | 0.164 / 0.654 | 0.321 / 0.689 | 0.320 / 0.844 | |||
| AIC | 1242.203 | 102.476 | 432.504 | |||
| log-Likelihood | −613.101 | −43.238 | −207.252 | |||
p<0.05
p<0.01
p<0.001
Three linear mixed models were estimated for each pTau analyte. For pTau181 and pTau217, the models included random intercepts with fixed effects of insulin resistance (IR) z-scored, waist-to-hip-ratio (WHR) binarized, mean-centered age, sex, and amyloid status (positive vs. negative). For pTau231, the model was the same with estimated glomerular filtration rate (eGFR) added as a fixed effect. Model comparison (AIC/BIC) indicated that models without eGFR performed better for pTau181 and pTau217 whereas the model with eGFR performed better for pTau231. All models were fitted in R version 4.4.2 using the lme4 package. Results indicate that WHR, age, and amyloid status were all significant predictors of longitudinal pTau concentrations for all analytes. For pTau231, eGFR was a significant predictor, indicating that lower kidney function was associated with higher plasma pTau231 concentrations over time.