Table 4.
Continuous and binary variables compared across eigenbrains
Continuous variables beta coefficients (bold = significant) | |||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Variable | R 2 | Adj R 2 | N | EB1 | EB2 | EB3 | EB4 | EB5 | EB6 | EB7 | EB8 | P-value | P-value FDR | ||||
Age of onseta | 0.52 | 0.47 | 91 | −0.14 | −0.02 | 0.21 | 0.48 | 0.01 | 0.21 | −0.37 | 0.18 | <0.001 | <0.001 | ||||
Education | 0.14 | 0.05 | 91 | −0.01 | −0.17 | 0.23 | 0.13 | 0.17 | 0.07 | 0.06 | −0.04 | 0.13 | 0.94 | ||||
STMS | 0.41 | 0.35 | 83 | −0.39 | 0.12 | 0.39 | 0.06 | 0.14 | 0.17 | 0.28 | −0.25 | <0.001 | <0.001 | ||||
Calculation | 0.40 | 0.33 | 83 | −0.15 | 0.20 | 0.25 | 0.24 | 0.20 | 0.21 | 0.22 | −0.31 | <0.001 | <0.001 | ||||
Construction | 0.27 | 0.19 | 81 | −0.20 | −0.21 | 0.23 | 0.23 | 0.20 | 0.13 | 0.13 | −0.20 | <0.01 | <0.05 | ||||
DRS-2 Memory | 0.43 | 0.27 | 39 | −0.40 | −0.31 | 0.39 | −0.01 | 0.01 | 0.06 | 0.35 | −0.29 | <0.05 | 0.33 | ||||
DRS-2 Total | 0.57 | 0.46 | 39 | −0.31 | −0.27 | 0.58 | 0.10 | 0.11 | −0.01 | 0.45 | −0.38 | <0.001 | <0.05 | ||||
Block design | 0.52 | 0.39 | 42 | −0.37 | −0.48 | 0.51 | 0.21 | −0.03 | −0.04 | −0.07 | −0.15 | <0.01 | <0.05 | ||||
Visual Rep. I | 0.40 | 0.27 | 46 | −0.14 | −0.21 | 0.61 | 0.20 | 0.03 | −0.13 | 0.16 | −0.23 | <0.01 | 0.15 | ||||
Rey-O | 0.38 | 0.26 | 51 | −0.47 | −0.25 | 0.48 | 0.21 | −0.06 | −0.10 | −0.02 | −0.17 | <0.01 | 0.10 | ||||
Trails A | 0.53 | 0.45 | 55 | −0.52 | −0.10 | 0.62 | 0.27 | −0.19 | −0.04 | 0.27 | −0.22 | <0.001 | <0.001 | ||||
Trails B | 0.38 | 0.28 | 55 | −0.35 | −0.11 | 0.47 | 0.38 | −0.07 | 0.08 | 0.11 | −0.10 | <0.01 | <0.05 | ||||
COWAT | 0.31 | 0.17 | 48 | −0.23 | −0.11 | 0.38 | 0.07 | 0.17 | 0.01 | 0.34 | −0.35 | <0.05 | 0.40 | ||||
Category Fluency | 0.42 | 0.31 | 50 | −0.21 | 0.02 | 0.56 | −0.11 | 0.19 | 0.20 | 0.25 | −0.32 | <0.01 | <0.05 | ||||
BNT | 0.34 | 0.16 | 38 | −0.14 | −0.32 | 0.47 | −0.05 | −0.08 | 0.15 | 0.23 | −0.39 | 0.10 | 0.91 | ||||
| |||||||||||||||||
Binary variables odds ratio (bold = significant) | |||||||||||||||||
| |||||||||||||||||
Variable | N | EB1 | EB2 | EB3 | EB4 | EB5 | EB6 | EB7 | EB8 | P-value | P-value FDR | ||||||
| |||||||||||||||||
Sexb | 91 | 1.03 | 1.48 | 0.50 | 0.92 | 0.91 | 0.66 | 1.02 | 0.74 | 0.06 | 0.14 | ||||||
Environmental agnosia | 62 | 2.15 | 2.88 | 0.67 | 0.55 | 0.76 | 0.99 | 1.30 | 1.06 | 0.11 | 0.14 | ||||||
Apperceptive prosopagnosia | 48 | 1.30 | 2.45 | 1.22 | 2.07 | 1.11 | 0.57 | 0.44 | 1.71 | <0.05 | 0.14 | ||||||
Aphasia | 60 | 2.94 | 0.47 | 0.22 | 0.95 | 0.58 | 0.50 | 1.02 | 1.61 | <0.001 | <0.01 | ||||||
Apraxia | 66 | 2.14 | 0.96 | 0.41 | 0.35 | 0.50 | 1.20 | 1.45 | 1.51 | <0.05 | <0.05 | ||||||
Memory loss | 91 | 4.48 | 1.67 | 0.11 | 3.16 | 0.21 | 0.50 | 1.53 | 3.32 | <0.05 | <0.01 | ||||||
Myoclonic jerks | 33 | 1.36 | 1.99 | 0.10 | 1.54 | 0.80 | 2.97 | 2.07 | 9.60 | <0.001 | <0.01 |
Negative number indicates younger age, and positive number indicates older age.
Odds ratio for male.
BNT, Boston naming test; COWAT, controlled word association test; DRS-2, dementia rating scale 2; EB, eigenbrain; FDR, false discovery rate; Rey-O, Rey-Osterrieth complex figure; STMS, short test of mental status.