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. Author manuscript; available in PMC: 2023 Nov 10.
Published in final edited form as: Nat Aging. 2022 Nov 10;2(11):1040–1053. doi: 10.1038/s43587-022-00300-1

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.