Table 4.
Correlation coefficients between diurnal features and MZ features for BD, BPD and HC participants.
Diurnal Features | BD | BPD | HC | ||||||
---|---|---|---|---|---|---|---|---|---|
Correlation Coefficient | Correlation Coefficient | Correlation Coefficient | |||||||
MZneg | MZpos | MZirr | MZneg | MZpos | MZirr | MZneg | MZpos | MZirr | |
Total Acceleration | |||||||||
stdPhase | −0.374 | −0.178 | −0.122 | 0.206 | 0.470 | 0.174 | 0.219 | 0.174 | 0.176 |
stdMESOR | 0.298 | 0.151 | 0.120 | 0.676 | 0.812** | 0.276 | 0.448 | 0.691* | 0.481 |
stdAmplitude | 0.226 | −0.292 | 0.020 | 0.465 | 0.724* | 0.074 | −0.052 | 0.258 | −0.190 |
diffPhase | −0.365 | −0.174 | −0.065 | 0.105 | 0.417 | −0.104 | 0.049 | 0.251 | −0.069 |
diffMESOR | 0.332 | 0.252 | 0.225 | −0.119 | 0.185 | 0.222 | 0.635 | 0.731* | 0.658 |
diffAmplitude | −0.037 | −0.120 | −0.241 | 0.452 | 0.733* | 0.029 | 0.004 | 0.046 | −0.012 |
RMS | 0.100 | −0.363 | −0.065 | 0.923*** | 0.887** | 0.583 | 0.350 | 0.535 | 0.464 |
‘Sleep’ | |||||||||
stdPhase | 0.384 | 0.473 | 0.474 | 0.703* | 0.617 | 0.521 | −0.134 | 0.282 | −0.112 |
stdAmplitude | 0.411 | 0.595 | 0.618 | −0.071 | −0.035 | 0.492 | −0.433 | −0.423 | −0.462 |
diffPhase | 0.422 | 0.424 | 0.529 | 0.683 | 0.487 | 0.498 | 0.017 | 0.139 | 0.07 |
diffAmplitude | 0.245 | 0.308 | 0.297 | −0.397 | −0.277 | −0.068 | −0.351 | −0.413 | −0.326 |
RMS | 0.309 | 0.567 | 0.555 | 0.655 | 0.599 | 0.525 | −0.118 | 0.015 | 0.071 |
Heart Rate | |||||||||
stdPhase | −0.265 | 0.112 | −0.177 | 0.427 | 0.690 | 0.276 | −0.211 | −0.092 | −0.094 |
stdMESOR | −0.145 | 0.141 | −0.430 | 0.190 | 0.177 | 0.579 | −0.125 | 0.096 | −0.235 |
stdAmplitude | −0.253 | 0.471 | −0.171 | 0.781** | 0.740* | 0.761** | 0.066 | −0.139 | −0.026 |
diffPhase | −0.265 | 0.051 | −0.087 | 0.395 | 0.503 | 0.441 | −0.244 | −0.068 | −0.153 |
diffMESOR | −0.195 | 0.229 | −0.465 | 0.143 | 0.163 | 0.706* | 0.108 | 0.559 | 0.248 |
diffAmplitude | −0.367 | 0.136 | −0.407 | 0.848** | 0.687* | 0.576 | −0.038 | −0.006 | −0.092 |
RMS | −0.195 | 0.115 | −0.180 | 0.301 | 0.228 | 0.561 | −0.198 | 0.303 | −0.165 |
Pearson correlation coefficients, with statistically significant correlations appearing in bold. *Represents the FDR = 0.05 level, **The FDR = 0.01 level and ***The FDR <0.001 level. For diurnal features, stdPhase, stdMESOR and stdAmplitude denote standard deviation of the difference between daily and total sinusoids measures. diff indicates the feature is the standard deviation of successive differences.