Research Article
A Novel Strategy for Screening Active Components in Cistanche tubulosa Based on Spectrum-Effect Relationship Analysis and Network Pharmacology
Table 4
Correlation coefficients of PLSR and BCA models for the peak area and antioxidant assay.
| Groups | Peaks | DPPH | | | PLSR | Ranks | BCA | Ranks | PLSR | Ranks | BCA | Ranks | PLSR | Ranks | BCA | Ranks |
| H | A1 | 0.204 | 2 | 0.602 | 1 | 0.288 | 2 | 0.645 | 1 | −0.413 | 11 | 0.070 | 2 | A2 | 0.058 | 4 | 0.036 | 4 | 0.122 | 3 | 0.154 | 4 | −0.096 | 2 | −0.133 | 4 | A3 | 0.282 | 1 | 0.418 | 2 | 0.387 | 1 | 0.588 | 2 | −0.319 | 9 | −0.111 | 3 | A4 | −0.084 | 7 | −0.586 | 11 | −0.037 | 9 | −0.435 | 9 | −0.112 | 3 | −0.570 | 7 | A5 | −0.069 | 6 | −0.564 | 8 | −0.012 | 7 | −0.399 | 7 | −0.171 | 5 | −0.609 | 8 | A6 | −0.112 | 9 | 0.334 | 3 | 0.022 | 5 | 0.345 | 3 | −0.257 | 7 | 0.162 | 1 | A7 | −0.124 | 10 | −0.574 | 9 | 0.007 | 6 | −0.358 | 6 | −0.217 | 6 | −0.614 | 9 | A8 | 0.069 | 3 | −0.418 | 5 | 0.029 | 4 | −0.343 | 5 | −0.148 | 4 | −0.533 | 6 | A9 | −0.148 | 11 | −0.583 | 10 | −0.064 | 11 | −0.441 | 10 | −0.321 | 10 | −0.669 | 10 | A10 | −0.092 | 8 | −0.559 | 6 | −0.022 | 8 | −0.407 | 8 | −0.079 | 1 | −0.501 | 5 | A11 | −0.059 | 5 | −0.563 | 7 | −0.047 | 10 | −0.450 | 11 | −0.300 | 8 | −0.702 | 11 |
| WE | A1 | 0.246 | 4 | 0.089 | 2 | 0.331 | 2 | 0.571 | 2 | −0.231 | 11 | −0.423 | 7 | A2 | −0.578 | 9 | −0.220 | 7 | −0.124 | 11 | −0.148 | 8 | −0.029 | 1 | −0.289 | 2 | A3 | −0.666 | 11 | −0.197 | 6 | −0.044 | 8 | 0.023 | 4 | −0.099 | 6 | −0.365 | 3 | A4 | 0.807 | 1 | −0.076 | 3 | 0.112 | 4 | 0.013 | 5 | −0.108 | 7 | −0.558 | 10 | A5 | 0.644 | 2 | −0.102 | 4 | 0.127 | 3 | 0.053 | 3 | −0.127 | 10 | −0.593 | 11 | A6 | 0.114 | 5 | 0.115 | 1 | 0.343 | 1 | 0.605 | 1 | −0.098 | 5 | −0.137 | 1 | A7 | 0.274 | 3 | −0.157 | 5 | 0.009 | 6 | −0.072 | 7 | −0.120 | 8 | −0.557 | 9 | A8 | −0.401 | 8 | −0.315 | 10 | −0.073 | 9 | −0.258 | 10 | −0.040 | 3 | −0.366 | 4 | A9 | −0.184 | 6 | −0.244 | 8 | 0.065 | 5 | −0.045 | 6 | −0.125 | 9 | −0.471 | 8 | A10 | −0.626 | 10 | −0.357 | 11 | −0.103 | 10 | −0.282 | 11 | −0.044 | 4 | −0.375 | 5 | A11 | −0.342 | 7 | −0.307 | 9 | −0.030 | 7 | −0.199 | 9 | −0.038 | 2 | −0.377 | 6 |
| HR | A1 | −0.249 | 10 | −0.049 | 2 | −0.102 | 7 | 0.199 | 3 | −0.251 | 10 | 0.053 | 2 | A2 | −0.186 | 9 | −0.369 | 5 | 0.023 | 2 | −0.107 | 4 | −0.087 | 5 | −0.276 | 4 | A3 | −0.323 | 11 | −0.275 | 3 | 0.060 | 1 | 0.256 | 2 | −0.283 | 11 | −0.134 | 3 | A4 | −0.158 | 8 | −0.533 | 11 | −0.215 | 11 | −0.688 | 11 | −0.201 | 9 | −0.689 | 11 | A5 | −0.136 | 7 | −0.518 | 10 | −0.164 | 9 | −0.647 | 10 | −0.186 | 8 | −0.683 | 10 | A6 | 0.170 | 1 | 0.430 | 1 | −0.017 | 3 | 0.287 | 1 | 0.180 | 1 | 0.499 | 1 | A7 | −0.090 | 5 | −0.430 | 8 | −0.172 | 10 | −0.614 | 9 | −0.183 | 6 | −0.632 | 8 | A8 | −0.068 | 4 | −0.399 | 7 | −0.048 | 6 | −0.513 | 7 | −0.043 | 4 | −0.499 | 7 | A9 | −0.128 | 6 | −0.466 | 9 | −0.117 | 8 | −0.599 | 8 | −0.184 | 7 | −0.645 | 9 | A10 | −0.028 | 2 | −0.360 | 4 | −0.046 | 5 | −0.509 | 6 | −0.038 | 3 | −0.495 | 6 | A11 | −0.052 | 3 | −0.370 | 6 | −0.035 | 4 | −0.491 | 5 | −0.031 | 2 | −0.473 | 5 |
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