Table 6. Canonical weights and loadings for the functions (medical factors & psychosocial factors).
Variable groups | Variables | The 1st canonical function | The 2nd canonical function | ||||
---|---|---|---|---|---|---|---|
Coefficients | Correlation | Cross correlation | Coefficients | Correlation | Cross correlation | ||
Medical factors | BMI | −0.132 | 0.004 | 0.002 | −0.487 | −0.506 | −0.305 |
HD_DUR | −0.691 | −0.410 | −0.283 | −0.071 | 0.132 | 0.080 | |
CCI | −0.297 | −0.373 | −0.257 | 0.433 | 0.379 | 0.229 | |
Kt/V | −0.310 | −0.173 | −0.119 | 0.229 | 0.222 | 0.134 | |
nPCR | −0.164 | 0.093 | 0.064 | −0.732 | −0.410 | −0.247 | |
Hb | 0.251 | 0.358 | 0.246 | 0.134 | 0.060 | 0.036 | |
Alb | 0.116 | 0.339 | 0.234 | −0.032 | −0.146 | −0.088 | |
Tchol | −0.250 | −0.171 | −0.118 | 0.180 | 0.277 | 0.167 | |
Ca | 0.222 | 0.177 | 0.122 | 0.011 | 0.041 | 0.025 | |
P | 0.464 | 0.522 | 0.360 | 0.449 | 0.059 | 0.035 | |
Ferritin | 0.285 | 0.159 | 0.109 | −0.105 | 0.107 | 0.065 | |
iPTH | 0.409 | 0.184 | 0.127 | 0.137 | 0.093 | 0.056 | |
25(OH)D | −0.246 | 0.026 | 0.018 | −0.367 | −0.427 | −0.258 | |
Psychosocial factors | HADS-A | 0.427 | 0.278 | 0.191 | −0.878 | −0.530 | −0.320 |
HADS-D | −0.345 | −0.207 | −0.143 | 0.566 | 0.267 | 0.161 | |
MOCA | 0.162 | 0.560 | 0.386 | −0.287 | −0.079 | −0.048 | |
MSPSS | 0.180 | 0.169 | 0.116 | 0.199 | 0.301 | 0.182 | |
ZBI | 0.150 | 0.088 | 0.061 | 0.346 | 0.265 | 0.160 | |
PSQI | 0.303 | 0.299 | 0.206 | 0.380 | 0.346 | 0.208 | |
age | −0.718 | −0.815 | −0.561 | −0.422 | −0.184 | −0.111 |
25(OH)D = 25-hydroxyvitamin D, Alb = albumin, Ca = calcium, BMI = body mass index, CCI = Charlson comorbidity index, Hb = hemoglobin, HADS-A = Hospital Anxiety and Depression Scale consists of a 7-item anxiety subscale, HADS-D = Hospital Anxiety and Depression Scale consists of a 7-item depression subscale, HD_DUR = duration of dialysis, iPTH = intact parathyroid hormone, Kt/V = clearance × time/volume, MOCA = Montreal Cognitive Assessment, MSPSS = Multidimensional Scale of Perceived Social Support, nPCR = normalized protein catabolic rate, P = phosphorus, PSQI = Pittsburgh Sleep Quality Index, ZBI = Zarit Burden Interview, Tchol = total cholesterol.