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. 2022 Jan 7;12:108. doi: 10.1038/s41598-021-04020-1

Table 1.

Top 20 models with highest congruence to human depression.

Rank Model # GEO # Genotype or treatment Sex Source; age
1 m142 GSE93918 HDAC2 KO in forebrain16 Male pfc; 8–20 weeks
2 m2 GSE25926 APPsa knock-in29 Male pfc; 24–28 weeks
3 m9 GSE13033 HTRA2 KO65 Cortex; day 10–17
4 m1 GSE25926 APP knockout29 Male pfc; 24–28 weeks
5 m144 GSE85162 APP/PS1 Male Hippocampus; 8 months
6 m5 GSE31458 ACHE-R34 Both pfc; 4 months
7 m56 GSE151807 chronic mild stress66 Male Cerebral cortex; 4 weeks
8 m7 GSE3621 R6/1 HD67 Both Brain hemisphere; 18 weeks
9 m8 GSE3621 R6/1 HD67 Both Brain hemisphere; 27 weeks
10 m143 GSE85162 APP/PS1 Male Frontal cortex; 8 months
11 m3 GSE25926 APLP2 knock-out29 Male pfc; 24–28 weeks
12 m14 GSE33057 STAT1 KO68 Hippocampal neurons; e15-16
13 m241 GSE52584 LRRK2 KO69 Striatum; 4 months
14 m127 GSE81672 chronic stress; resilient70 Basolateral amygdala
15 m132 GSE90962 subchronic stress71 Female Nucleus accumbens
16 m146 GSE85162 APP/PS1 Female Hippocampus; 8 months
17 m145 GSE85162 APP/PS1 Female Frontal cortex; 8 months
18 m262 GSE7707 MPTP treatment Striatum
19 m57 GSE46139 INSM1 KO72 Pituitary; embryonic day 17
20 m147 GSE80633 CRTC1 KO36 Female Cortex; 2 months

Ranking is based on the hypergeometric score that rewards matching in same direction (up-up and down-down) while penalizing opposite patterns. Full scoring details provided in Supplementary Table 1. Each of the top models was from mice.

pfc, prefrontal cortex; e15-16, embryonic days 15 and 16. References (if available) are shown under genotype.