Table 2.
CSF Markers selected for each of the specific diagnostic panels after 10 fold-cross validation
| AD vs. CON panel (n=425) |
AD vs. Non-AD dem panel (n=552) |
||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Protein | Effect | fold-change |
FDR
adjusted p- value |
Frecuency 10-
fold CV (%) |
Overlapped
groups |
Protein | Effect | fold-change |
FDR
adjusted p- value |
Frecuency 10-
fold CV (%) |
Overlapped
groups |
| ABL1 | 0.445 | 1.361 | 6.57E-23 | 100 | MCI(Aβ+) and AD | ABL1 | 0.304 | 1.235 | 3.05E-29 | 100 | MCI(Aβ+) and AD |
| SDC4 | 0.454 | 1.370 | 1.18E-19 | 100 | MCI(Aβ+) and AD | THOP1 | 0.306 | 1.236 | 4.27E-21 | 100 | MCI(Aβ+) and AD |
| MMP-10 | 0.616 | 1.532 | 1.18E-19 | 100 | AD only | ENO2 | 0.230 | 1.173 | 4.27E-21 | 100 | MCI(Aβ+) and AD |
| ITGB2 | 0.639 | 1.557 | 5.97E-19 | 100 | AD only | GZMB | −0.109 | 0.927 | 9.05E-05 | 100 | n.a. |
| CLEC5A | 0.683 | 1.605 | 3.06E-15 | 100 | MCI(Aβ+) and AD | DDC | −0.143 | 0.906 | 2.92E-04 | 100 | MCI(Aβ+) and AD |
| TREM1 | 0.361 | 1.285 | 1.11E-11 | 100 | AD only | MMP7 | −0.150 | 0.901 | 1.32E-02 | 80 | n.a. |
| THBD | −0.160 | 0.895 | 4.15E-02 | 100 | General dem. | VEGFR-3 | −0.013 | 0.991 | 5.40E-01 | 80 | n.a. |
| SPON2 | −0.055 | 0.963 | 1.90E-01 | 50 | n.a. | ITGB2 | 0.315 | 1.244 | 2.02E-17 | 70 | AD only |
| PTK7 | −0.015 | 0.990 | 5.84E-01 | 70 | MCI(Aβ+) only | ||||||
Table shows the effect (beta coefficient), p- and q- values after applying two-sided nested F-test analysis and FDR post-hoc correction to compare CSF protein abundance between AD and CON or non-AD dementias in the discovery cohort. Only those CSF markers selected within the specific diagnostic panels are included.
The frecuency indicates the fold-based selection proportions for each marker after performing penalized generalized linear modeling (GLM) with an elastic net penalty (see methods).
Overlapped groups indicates whether the proteins were dysregulated in MCI(Aβ+) but not in AD (MCI(Aβ+) only); proteins dysregulated in both MCI(Aβ+) and AD; proteins dysregulated in AD only; or proteins dysregulated in both MCI(Aβ+) and AD or AD only, but not between AD and non AD dementias (general dem) based on the Upset plot (figure 2a). N.a, not applicable as marker was not differentially regulated between AD and controls.