Table 3 sCCA linear component formulas for lipidomics vs cognitive and behavioral measures.
Outcome type | Time Point | Irradiation Group | sCCA component number (K1–3) | Correlation | Outcome linear component | Lipidomics linear component |
|---|---|---|---|---|---|---|
Cognitive | TP1 | SHAM | K1 | 0.952 | − 0.878*train_isi3 + − 0.478*train_tone4 + − 0.018*train_isi4 | 0.245 × 451_305_A + − 0.186 × 1281_79_A + 0.235 × 1544_847_A + 0.922 × 290_087_H |
Cognitive | TP1 | SHAM | K2 | 0.898 | − 0.917*train_tone2 + − 0.393*train_tone1 + 0.064*context_minute2 | 0.651 × 1544_847_A + 0.731 × 419_255_A + 0.206 × 886_546_A |
Cognitive | TP1 | SHAM | K3 | 0.761 | 0.033*bin_1_preference_obj_2 + 0.448*preference_obj_2 + 0.893*bin_3_preference_obj_2 | 0.828 × 493_165_A + 0.079 × 581_18_A + 0.144 × 708_574_A + − 0.537 × 1544_849_A |
Cognitive | TP1 | IRR | K1 | 0.770 | − 0.959*bin_2_preference_obj_2 + − 0.243*tone + − 0.139*context_minute4 + − 0.033*context_minute5 | x290_087_A |
Cognitive | TP1 | IRR | K2 | 0.810 | − 0.972*train_tone1 + 0.054*train_isi3 + 0.068*train_tone5 + 0.077*train_tone4 + 0.204*train_isi4 | x290_086_H |
Cognitive | TP1 | IRR | K3 | 0.703 | − 0.974*bin_1_preference_obj_2 + − 0.076*train_tone2 + − 0.009*train_tone5 + 0.021*context_minute1 + 0.122*context_minute4 + 0.173*train_tone1 | x265_147_A |
Cognitive | TP2 | SHAM | K1 | 0.749 | 0.067context_minute2 + 0.39context_minute3 + 0.919*context_total | − 0.276 × 1253_773_A + − 0.961 × 581_309_A |
Cognitive | TP2 | SHAM | K2 | 0.660 | 0.191*train_isi4 + 0.23*context_minute1 + 0.954*context_minute2 | − 0.276 × 291_091_A + − 0.961 × 581_183_A |
Cognitive | TP2 | SHAM | K3 | 0.821 | 0.094*context_minute4 + 0.146*tone + 0.165*context_minute5 + 0.971*train_tone3 | 0.961 × 290_087_A + − 0.276 × 419_256_A |
Cognitive | TP2 | IRR | K1 | 0.946 | 0.164context_minute5 + 0.259context_minute3 + 0.952*context_total | − 0.385 × 291_091_A + − 0.923 × 581_184_A |
Cognitive | TP2 | IRR | K2 | 0.956 | − 0.853bin_2_preference_obj_2 + − 0.522preference_obj_2 | − 0.971 × 290_088_A + − 0.153 × 581_183_A + 0.184 × 886_553_A |
Cognitive | TP2 | IRR | K3 | 0.845 | − 0.227bin_3_preference_obj_2 + 0.193train_tone3 + 0.955*train_isi2 | − 0.385 × 1544_867_A + − 0.923 × 835_283_A |
Cognitive | TP3 | SHAM | K1 | 0.864 | 0.156*context_minute2 + 0.268*train_isi3 + 0.951*context_minute1 | 0.04 × 290_087_A + 0.999 × 581_183_A |
Cognitive | TP3 | SHAM | K2 | 0.884 | − 0.853*train_isi1 + − 0.522*train_isi2 | − 0.04 × 1604_89_H + − 0.999 × 1863_995_H |
Cognitive | TP3 | SHAM | K2 | 0.691 | − 0.853train_tone1 + 0.522bin_2_preference_obj_2 | − 0.04 × 1544_867_H + − 0.999 × 726_589_H |
Cognitive | TP3 | IRR | K1 | 0.834 | − 0.896context_minute5 + − 0.442context_total + − 0.036*context_minute3 | − 1 × 283_264_H |
Cognitive | TP3 | IRR | K2 | 0.725 | − 0.081*train_tone3 + − 0.021*train_isi1 + 0.035*bin_1_preference_obj_2 + 0.283*bin_2_preference_obj_2 + 0.955*time_with_objects | − 1 × 581_183_A |
Cognitive | TP3 | IRR | K3 | 0.727 | − 0.879context_minute1 + − 0.476context_total + − 0.019*context_minute4 | 1 × 888_641_H |
Behavioral | TP1 | SHAM | K1 | 0.555 | 1*ofd1_fecal | − 1 × 290_086_H |
Behavioral | TP1 | SHAM | K2 | 0.444 | 1*fc_cued_percent_time_frz_baseline | 1 × 290_087_H |
Behavioral | TP1 | SHAM | K3 | 0.509 | 1*nod1_fecal | 1 × 265_147_A |
Behavioral | TP1 | IRR | K1 | 0.848 | − 1*nod2_fecal | 1 × 290_087_H |
Behavioral | TP1 | IRR | K2 | 0.404 | − 1*fc_cued_percent_time_frz_baseline | − 1 × 290_087_A |
Behavioral | TP1 | IRR | K3 | 0.659 | − 1*nod1_fecal | 1 × 290_087_H |
Behavioral | TP2 | SHAM | K1 | 0.638 | 1*nod1_fecal | − 0.978 × 1253_773_A + − 0.0592 × 1544_867_A + − 0.2 × 581_309_A |
Behavioral | TP2 | SHAM | K2 | 0.765 | − 1*fc_cued_percent_time_frz_baseline | − 0.157 × 888_641_A + 0.0975 × 1544_867_H + 0.983 × 581_183_H |
Behavioral | TP2 | SHAM | K3 | 0.625 | − 1*ofd1_fecal | 0.276 × 1253_773_A + 0.961 × 581_309_A |
Behavioral | TP2 | IRR | K1 | 0.735 | 1*ofd1_fecal | − 0.152 × 1544_867_A + 0.971 × 1863_996_A + − 0.185 × 888_642_A |
Behavioral | TP2 | IRR | K2 | 0.528 | 1*ofd2_fecal | 0.385 × 1544_87_A + 0.923 × 2127_061_A |
Behavioral | TP2 | IRR | K3 | 0.697 | − 1*nod2_fecal | 0.0159 × 581_184_A + − 0.933 × 682_283_A + − 0.358 × 710_314_A |
Behavioral | TP3 | SHAM | K1 | 0.733 | − 1*nod2_fecal | − 0.04 × 1544_867_A + − 0.999 × 1835_964_A |
Behavioral | TP3 | SHAM | K2 | 0.593 | 1*fc_cued_percent_time_frz_baseline | 0.04 × 1544_867_H + 0.999 × 726_589_H |
Behavioral | TP3 | SHAM | K3 | 0.603 | 1*nod1_fecal | 0.999 × 1835_964_A + − 0.04 × 1863_995_H |
Behavioral | TP3 | IRR | K1 | 0.678 | − 1*ofd1_fecal | 1 × 888_641_H |
Behavioral | TP3 | IRR | K2 | 0.625 | − 1*nod1_fecal | − 1 × 283_264_H |
Behavioral | TP3 | IRR | K3 | 0.618 | 1*nod2_fecal | − 1 × 581_183_H |
