TABLE 2.
The top 10 FCs contribute to the SVC classification model and SVR prediction model
| SVC classification | PSQI prediction | SAS prediction | SDS prediction | ||||
|---|---|---|---|---|---|---|---|
| FC | Weight | FC | Weight | FC | Weight | FC | Weight |
| DMN.MPFC‐VN.Medial | 1.74 | AAN.DR‐AAN.PPN | 2.52 | FPN.PPC(R)‐SN.SMG(L) | −4.20 | FPN.PPC(R)‐AAN.PAG | 3.97 |
| SN.AInsula(R)‐VN.Medial | −1.27 | FPN.LPFC(R)‐VN.Lateral(R) | 1.78 | VN.Lateral(L)‐VN.Occipital | −3.12 | FPN.PPC(R)‐AAN.DR | 3.75 |
| LN.pSTG(L)‐LN.IFG(L) | 1.13 | DMN.LP(L)‐DMN.MPFC | −1.52 | DAN.IPS(L)‐VN.Lateral(L) | 2.68 | DAN.IPS(L)‐VN.Lateral(L) | 3.73 |
| AAN.MRF‐AAN.PAG | 1.07 | LN.IFG(L)‐DMN.PCC | −1.41 | CBN.Posterior‐DMN.LP(R) | −2.60 | FPN.LPFC(L)‐AAN.DR | 2.59 |
| DAN.IPS(R)‐AAN.LC | −0.81 | SN.RPFC(R)‐VN.Occipital | −1.34 | CBN.Posterior‐CBN.Anterior | 2.47 | SN.SMG(L)‐VN.Lateral(L) | 2.54 |
| DAN.IPS(R)‐AAN.PO | −0.75 | LN.IFG(L)‐DAN.IPS(L) | 1.30 | LN.IFG(R)‐FPN.LPFC(R) | 2.41 | FPN.PPC(R)‐AAN.PBC | 2.48 |
| DMN.MPFC‐AAN.PBC | 0.72 | CBN.Anterior‐DAN.IPS(L) | −1.25 | FPN.PPC(R)‐AAN.VTA | 2.11 | DAN.IPS(R)‐VN.Lateral(L) | 2.44 |
| SMN.Lateral(L)‐AAN.PPN | −0.71 | SN.AInsula(R)‐VN.Medial | 1.15 | FPN.PPC(R)‐AAN.MR | 2.05 | SN.RPFC(L)‐AAN.PAG | 2.34 |
| SMN.Lateral(L)‐AAN.PO | −0.64 | LN.IFG(L)‐DAN.IPS(R) | 1.06 | FPN.LPFC(L)‐DMN.PCC | −1.95 | SN.RPFC(L)‐AAN.DR | 2.32 |
| SMN.Lateral(L)‐AAN.MR | −0.60 | DAN.IPS(L)‐VN.Occipital | −0.93 | SN.SMG(L)‐VN.Lateral(L) | 1.61 | SN.RPFC(L)‐AAN.MRF | 2.23 |
Abbreviations: ACC, anterior cingulate cortex; CBN, cerebellar network; DAN, dorsal attention network; DMN, default mode network; DR, dorsal raphe nucleus; FEF, frontal eye field; FPN, frontoparietal control network; IFG, inferior frontal gyrus; IPS, intraparietal sulcus; LC, locus coeruleus; LN, language network; LP, lateral parietal; LPFC, lateral prefrontal cortex; MPFC, medial prefrontal cortex; MR, median raphe nucleus; MRF, mesencephalic reticular formation; PAG, periaqueductal gray; PBC, parabrachial complex; PCC, precuneus cortex; PO, pontine nucleus oralis; PPC, posterior parietal cortex; PPN, pedunculopontine tegmental nucleus; pSTG, posterior superior temporal gyrus; RPFC, rostral prefrontal cortex; SMG, supramarginal gyrus; SMN, sensorimotor network; SN, salience network; VN, visual network; VTA, ventral tegmental area.