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. 2023 Oct 4;15:79. doi: 10.1186/s13073-023-01233-z

Table 1.

PCA loadings. Component loadings of each biomarker (first column) on five principal components (column groups two to six) are displayed

Sample Tau pathology/Degeneration (PC1) Aβ Pathology (PC2) Injury/Inflammation (PC3) Non-AD Inflammation (PC4) Non-AD Synaptic functioning (PC5)
Male (n = 601) Female (n = 557) All (n = 1158) Male (n = 601) Female (n = 557) All (n = 1158) Male (n = 601) Female (n = 557) All (n = 1158) Male (n = 601) Female (n = 557) All (n = 1158) Male (n = 601) Female (n = 557) All (n = 1158)
Tau 0.86 0.87 0.87 −0.05 −0.07 −0.06 0.23 0.25 0.23 0.26 0.24 0.24 0.27 0.27 0.27
pTau 0.91 0.89 0.91 −0.08 −0.07 −0.08 0.11 0.18 0.14 0.19 0.23 0.20 0.26 0.28 0.26
−0.07 −0.07 −0.07 1.00 1.00 1.00 −0.03 −0.02 −0.03 −0.01 0.00 0.00 0.04 0.04 0.04
NfL 0.19 0.25 0.21 −0.04 −0.03 −0.03 0.95 0.93 0.94 0.25 0.27 0.25 0.08 0.10 0.08
YKL-40 0.31 0.33 0.32 −0.01 0.01 0.00 0.30 0.33 0.32 0.88 0.87 0.88 0.17 0.17 0.17
Ng 0.49 0.51 0.51 0.06 0.07 0.07 0.11 0.12 0.10 0.18 0.19 0.18 0.84 0.83 0.83
R2 0.33 0.33 0.33 0.17 0.17 0.17 0.18 0.18 0.18 0.16 0.16 0.16 0.15 0.15 0.15

R2 Variance explained by PC