Table 2.
Memory | Language | Executive Function | Visuospatial Skills | Preclinical Composite | Daily Functioning | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
b | S.E. | p | b | S.E. | p | b | S.E. | p | b | S.E. | p | b | S.E. | p | b | S.E. | p | |
Intercept | 1.042 | 0.083 | <.001 | 0.974 | 0.100 | <.001 | 1.042 | 0.106 | <.001 | 0.243 | 0.086 | .005 | 0.985 | 0.636 | .123 | −0.127 | 0.820 | .878 |
Age | 0.038 | 0.037 | .307 | −0.079 | 0.044 | .072 | −0.079 | 0.046 | .085 | 0.034 | 0.036 | .340 | 0.367 | 0.277 | .188 | −0.455 | 0.368 | .217 |
Education | 0.091 | 0.036 | .012 | 0.115 | 0.043 | .008 | 0.135 | 0.045 | .003 | 0.145 | 0.035 | <.001 | 0.642 | 0.271 | .019 | 0.237 | 0.358 | .509 |
Female | 0.175 | 0.073 | .018 | −0.015 | 0.087 | .863 | 0.046 | 0.091 | .613 | 0.075 | 0.070 | .288 | 0.805 | 0.550 | .146 | −0.302 | 0.726 | .678 |
APOE ε4 allele frequency | ||||||||||||||||||
0 (ref) | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
1 | −0.241 | 0.084 | .004 | −0.187 | 0.099 | .061 | 0.013 | 0.104 | .903 | −0.093 | 0.081 | .251 | −1.990 | 0.629 | .002 | 1.292 | 0.833 | .122 |
2 | −0.426 | 0.143 | .003 | −0.315 | 0.169 | .064 | 0.055 | 0.177 | .756 | −0.058 | 0.137 | .670 | −3.077 | 1.073 | .005 | 2.933 | 1.409 | .038 |
CSF p-tau/AB | −0.288 | 0.087 | .001 | −0.174 | 0.102 | .092 | −0.514 | 0.108 | <.001 | −0.139 | 0.083 | .095 | −3.141 | 0.649 | <.001 | 3.484 | 0.857 | <.001 |
Cognitive group | ||||||||||||||||||
CN (ref) | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
SCD | −0.411 | 0.115 | <.001 | −0.580 | 0.140 | <.001 | −0.554 | 0.148 | <.001 | −0.181 | 0.126 | .153 | −2.886 | 0.891 | .001 | 2.464 | 1.136 | .031 |
MCI | −1.292 | 0.093 | <.001 | −1.354 | 0.113 | <.001 | −1.354 | 0.119 | <.001 | −0.566 | 0.100 | <.001 | −9.893 | 0.718 | <.001 | 7.867 | 0.922 | <.001 |
Time | −0.059 | 0.033 | .078 | −0.058 | 0.041 | .163 | −0.001 | 0.045 | .980 | −0.010 | 0.051 | .840 | 0.029 | 0.287 | .919 | 0.665 | 0.413 | .109 |
NFL | −0.040 | 0.073 | .585 | −0.010 | 0.089 | .910 | 0.033 | 0.094 | .723 | 0.060 | 0.077 | .433 | −0.191 | 0.566 | .736 | 0.584 | 0.722 | .419 |
NFL × Time | 0.028 | 0.032 | .382 | −0.017 | 0.040 | .680 | −0.007 | 0.044 | .880 | 0.042 | 0.049 | .398 | −0.004 | 0.283 | .999 | 0.230 | 0.412 | .578 |
Cognitive group × NFL | ||||||||||||||||||
CN × NFL (ref) | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
SCD × NFL | −0.131 | 0.113 | .247 | −0.186 | 0.137 | .178 | −0.095 | 0.145 | .519 | 0.021 | 0.127 | .869 | −1.511 | 0.873 | .085 | 1.034 | 1.106 | .350 |
MCI × NFL | −0.242 | 0.085 | .005 | −0.341 | 0.103 | .001 | −0.283 | 0.110 | .010 | −0.172 | 0.091 | .059 | −2.455 | 0.659 | <.001 | 1.554 | 0.839 | .065 |
Cognitive group × Time | ||||||||||||||||||
CN × Time (ref) | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
SCD × Time | −0.003 | 0.056 | .953 | −0.036 | 0.070 | .606 | −0.097 | 0.077 | .212 | −0.017 | 0.087 | .845 | −0.731 | 0.482 | .132 | 1.777 | 0.684 | .010 |
MCI × Time | −0.238 | 0.041 | <.001 | −0.301 | 0.052 | <.001 | −0.394 | 0.057 | <.001 | −0.192 | 0.063 | .003 | −3.322 | 0.356 | <.001 | 4.135 | 0.509 | <.001 |
Cognitive group × NFL × Time | ||||||||||||||||||
CN × NFL × Time (ref) | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
SCD × NFL × Time | −0.118 | 0.057 | .038 | −0.107 | 0.072 | .136 | 0.023 | 0.078 | .767 | 0.013 | 0.089 | .881 | −1.003 | 0.481 | .039 | 0.937 | 0.673 | .165 |
MCI × NFL × Time | −0.101 | 0.040 | .012 | −0.075 | 0.049 | .133 | −0.054 | 0.055 | .320 | −0.057 | 0.061 | .356 | −0.825 | 0.346 | .019 | 0.867 | 0.500 | .084 |
APOE = apolipoprotein E; CSF = cerebrospinal fluid; p-tau = phosphorylated tau; Aβ = amyloid beta; ref = Reference group; CN = cognitively normal; Obj-SCD = objectively-defined subtle cognitive difficulties; MCI = mild cognitive impairment; NFL = neurofilament light; S.E. = standard error. Bold values are statistically significant (p<.05). Effect size (r-values) interpretation: small = 0.10, medium = 0.30, large = 0.50.
Continuous independent variables and covariates in the model were standardized to have a mean of 0 and standard deviation of 1.
CN status was used as the reference group for the primary analyses; secondary analysis of the model was performed with MCI as the reference group.