Table 3.
Testing for interactions between Alzheimer’s Disease PRS and age and age2 on cognitive performance.
Cognitive outcome | F-value in model with PRS Jansen | p-value | FDR-adjusted p-value | F-value in model with PRS Wightman | p-value | FDR-adjusted p-value | F-value in model with PRS Schwartzentruber | p-value | FDR-adjusted p-value |
---|---|---|---|---|---|---|---|---|---|
Outcomes - classical cognitive tasks | |||||||||
Digit span forward [number of digits] | 2.174 | 0.114 | 0.579 | 2.344 | 0.071 | 0.320 | 2.116 | 0.096 | 0.432 |
Digit span backward [number of digits] | 1.898 | 0.150 | 0.579 | 1.304 | 0.271 | 0.617 | 1.280 | 0.279 | 0.731 |
Corsi forward [number of blocks] | 1.164 | 0.312 | 0.782 | 1.295 | 0.274 | 0.617 | 1.028 | 0.379 | 0.731 |
Corsi backward [number of blocks] | 1.222 | 0.295 | 0.782 | 1.071 | 0.360 | 0.730 | 1.101 | 0.347 | 0.731 |
AVLT – immediate recall [sum of recalled words] | 5.780 | 0.003 | 0.042 | 4.256 | 0.005 | 0.070 | 4.125 | 0.006 | 0.084 |
AVLT – delayed recall [number of words] | 5.091 | 0.006 | 0.056 | 3.526 | 0.014 | 0.097 | 3.507 | 0.015 | 0.099 |
Word fluency task [number of animals] | 0.501 | 0.606 | 0.877 | 0.684 | 0.562 | 0.844 | 0.541 | 0.654 | 0.921 |
Trail-making test A [log s] | 10.165 | <0.001 | 0.001 | 7.046 | <0.001 | 0.003 | 6.976 | <0.001 | 0.003 |
Trail-making test B [log s] | 2.163 | 0.115 | 0.579 | 1.631 | 0.180 | 0.540 | 1.634 | 0.179 | 0.589 |
MWT-B [sum of correctly recognised words] | 1.423 | 0.241 | 0.782 | 1.029 | 0.379 | 0.730 | 1.060 | 0.365 | 0.731 |
Outcomes - eye movement tasks | |||||||||
Log of spatial error during fixation [log °] | 0.266 | 0.766 | 0.877 | 0.288 | 0.834 | 0.925 | 0.274 | 0.844 | 0.925 |
Log of saccade rate during fixation [log N/s] | 0.700 | 0.496 | 0.877 | 0.584 | 0.625 | 0.844 | 0.779 | 0.505 | 0.853 |
Log of blink rate during fixation [log N/s] | 0.388 | 0.679 | 0.877 | 0.632 | 0.594 | 0.844 | 1.076 | 0.358 | 0.731 |
Smooth pursuit velocity gain [%] | 0.026 | 0.974 | 0.974 | 0.129 | 0.943 | 0.943 | 0.158 | 0.925 | 0.925 |
Saccade frequency during smooth pursuit [N/s] | 2.000 | 0.135 | 0.579 | 3.733 | 0.011 | 0.097 | 3.551 | 0.014 | 0.099 |
Prosaccade latency [ms] | 1.144 | 0.319 | 0.782 | 2.393 | 0.067 | 0.320 | 1.876 | 0.131 | 0.507 |
Prosaccade amplitude gain [%] | 1.018 | 0.361 | 0.813 | 0.679 | 0.565 | 0.844 | 0.710 | 0.546 | 0.867 |
Log of prosaccade spatial error [log %] | 0.445 | 0.641 | 0.877 | 0.619 | 0.603 | 0.844 | 0.393 | 0.758 | 0.925 |
Prosaccade peak velocity [°/s] | 0.159 | 0.853 | 0.886 | 1.348 | 0.257 | 0.617 | 0.870 | 0.456 | 0.820 |
Amplitude-adjusted peak prosaccade velocity | 0.820 | 0.440 | 0.877 | 1.965 | 0.117 | 0.395 | 1.562 | 0.196 | 0.589 |
Antisaccade latency [ms] | 0.331 | 0.718 | 0.877 | 0.618 | 0.603 | 0.844 | 0.500 | 0.682 | 0.921 |
Antisaccade amplitude gain [%] | 0.403 | 0.669 | 0.877 | 0.290 | 0.833 | 0.925 | 0.386 | 0.763 | 0.925 |
Log of antisaccade spatial error [log %] | 0.227 | 0.797 | 0.877 | 2.184 | 0.088 | 0.338 | 2.229 | 0.083 | 0.432 |
Antisaccade peak velocity [°/s] | 0.208 | 0.812 | 0.877 | 0.257 | 0.856 | 0.925 | 0.174 | 0.914 | 0.925 |
Amplitude-adjusted peak antisaccade velocity | 0.270 | 0.764 | 0.877 | 0.168 | 0.918 | 0.943 | 0.179 | 0.911 | 0.925 |
Antisaccade costs [ms] | 0.397 | 0.672 | 0.877 | 0.305 | 0.821 | 0.925 | 0.302 | 0.824 | 0.925 |
Antisaccade error rate [%] | 0.757 | 0.469 | 0.877 | 0.515 | 0.672 | 0.864 | 0.529 | 0.662 | 0.921 |
The table displays the results of the likelihood ratio test, which compares the model fit of model 1 (cognitive variable ~ b0/β0 + PRS* b1/ β1 + age + age2 + sex + residual error) with the model fit of model 2 (cognitive variable ~ b0/β0 + PRS*b1/ β1 + age*PRS*b3/β3 + age2*PRS*b4/β4 + age + age2 + sex + residual error). The null hypothesis says that the data are equally likely under both models and can be rejected if the p-value is <0.05; otherwise, it cannot be rejected. Interpretation of the F-value: the data are “F-value” times more likely if the interaction terms “age*PRS” and “age2*PRS” are included in the model (model 2) than if they are not included in the model (model 1). We conducted the likelihood ratio tests for each PRS score separately and present the resulting F-values and corresponding p-values and FDR-adjusted p-values next to each other. The FDR-correction is based on 27 comparisons. In bold are those associations with an unadjusted p-value below 0.05.
PRS polygenic risk score, SNP single-nucleotide polymorphism, FDR false discovery rate, AVLT Auditory Verbal Learning and Memory Test.