Foxk2

Models

All models for this gene with cis-heritability P-value <0.01 were tested and are shown here. In each tissue, a gene can have zero, one, or multiple RNA phenotypes for each RNA modality. After the heritability statistics, subsequent columns show cross-validation performance (R2 and P-value) of each modeling method. The best-performing method for each models is used for TWAS.

# Tissue Modality RNA phenotype h2 h2 SE h2 P xQTL R2 BLUP R2 ENET R2 LASSO R2 xQTL P BLUP P ENET P LASSO P
1 Brain gene expression Foxk2 0.06 0.04 3.2e-04 0.03 0.04 0.04 0.05 1.6e-03 1.5e-04 8.6e-05 2.6e-05
2 NAcc gene expression Foxk2 0.02 0.02 9.9e-03 0 0.01 0.01 0.01 4.8e-02 3.9e-03 4.4e-03 7.3e-03

Trait associations

The numbered columns correspond to the numbered models in the table above. They contain the TWAS Z-score for each trait-model pair. Colors indicate strength of Z-scores: cells with lower negative Z-scores are darker blue, cells with higher positive Z-scores are darker red. Significant associations have white and bolded text.

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2
Bone: apparent density0.20.40.5-0.60.7
Area under the delay curve0.40.61.1-0.3-1.1
BMI with tail0.62.03.92.0-0.3
BMI without tail0.52.75.3-0.12.3
Body weight0.72.94.92.20.9
Weight adjusted by age0.30.80.90.90.8
Bone surface0.40.70.9-0.80.9
Bone volume0.40.81.0-0.81.0
Breakpoint value in progressive ratio session0.71.21.71.3-0.8
Number of licking bursts0.30.80.9-0.90.8
Context. condit. distance diff. score3.03.63.7-1.91.9
Locomotion velocity, session 13.13.54.31.7-2.1
Locomotion distance, session 10.40.61.1-0.0-1.1
Locomotion velocity, session 21.72.13.90.5-2.0
Locomotion distance, session 20.00.00.0-0.1-0.2
Locomotion velocity, session 32.32.74.21.1-2.0
Locomotion distance, session 32.22.54.60.7-2.1
Stereotopy head waving bouts, day 31.01.21.31.1-1.1
Stereotopy head waving duration, day 30.40.60.60.8-0.7
Locomotion velocity, session 70.40.40.7-0.9-0.2
Locomotion distance, session 70.91.22.2-1.5-0.4
Stereotopy head waving bouts, day 70.10.10.10.40.3
Stereotopy head waving duration, day 70.10.10.10.20.3
Locomotion velocity, session 80.10.10.1-0.2-0.3
Locomotion distance, session 82.23.23.4-1.91.7
Degree of sensitization distance2.72.93.1-1.61.8
Degree of sensitization stereotypy0.10.10.20.10.5
Conditioned locomotion2.93.45.7-1.02.4
Cocaine response after cond. corrected0.60.91.00.9-1.0
Cocaine response after cond. not corrected0.70.91.40.7-1.2
Cocaine response before conditioning0.30.40.8-0.9-0.0
Saline control response1.31.82.8-0.81.7
Bone: connectivity density0.91.41.9-1.40.9
Bone: cortical apparent density0.91.42.70.2-1.6
Bone: cortical area3.45.510.93.3-0.2
Bone: cortical porosity2.52.74.72.2-0.9
Bone: cortical porosity1.71.93.51.9-0.5
Bone: cortical thickness7.612.723.44.8-1.4
Bone: cortical thickness3.24.06.92.6-1.0
Bone: cortical tissue density0.81.32.70.1-1.6
Condit. Reinf. active minus inactive responses0.50.61.20.21.1
Condit. Reinf. active-inactive response ratio0.10.10.20.40.2
Condit. Reinf. active responses1.51.93.9-0.12.0
Condit. Reinf. inactive responses0.91.22.3-0.41.5
Incentive salience index mean0.60.81.6-0.21.3
Condit. Reinf. lever presses0.50.81.0-1.00.8
Condit. Reinf. active minus inactive responses0.30.40.90.90.1
Condit. Reinf. active-inactive response ratio0.71.12.11.40.3
Condit. Reinf. active responses0.00.10.10.3-0.0
Condit. Reinf. inactive responses0.20.30.4-0.4-0.6
Condit. Reinf. lever presses0.30.50.6-0.60.8
Condit. Reinf. lever reinforcers received0.00.00.10.00.3
Conditioned reinforcement - actives0.00.00.0-0.20.0
Conditioned reinforcement - inactives0.00.10.10.30.3
Conditioned locomotion0.10.10.1-0.10.4
Patch foraging indifference point 0 sec0.00.10.1-0.30.2
Patch foraging indifference point AUC0.10.30.5-0.40.7
Delay disc. indifference point, 0s delay0.20.20.30.5-0.5
Delay disc. indifference point, 16s delay0.71.01.9-1.4-0.1
Delay disc. indifference point, 2s delay0.30.40.50.5-0.7
Delay disc. indifference point, 24s delay1.72.85.30.4-2.3
Delay disc. indifference point, 4s delay0.30.40.70.1-0.8
Delay disc. indifference point, 8s delay0.71.22.20.4-1.5
Indifference point function ln k0.30.81.50.1-1.2
Indifference point function log k0.30.81.50.1-1.2
Patch foraging total patch changes 0 sec0.00.10.1-0.30.2
Patch foraging total patch changes 12 sec0.10.10.20.10.4
Patch foraging total patch changes 18 sec0.10.30.4-0.70.5
Patch foraging total patch changes 24 sec0.00.20.20.20.5
Patch foraging total patch changes 6 sec0.10.10.30.10.5
Patch foraging time to switch 0 sec0.00.10.1-0.4-0.3
Patch foraging water rate 0 sec0.10.50.90.01.0
Patch foraging water rate 12 sec0.00.20.30.6-0.0
Patch foraging water rate 18 sec0.10.20.3-0.10.6
Patch foraging water rate 24 sec0.40.61.20.01.1
Patch foraging water rate 6 sec0.71.01.41.2-0.7
Seeking ratio, delayed vs. immediate footshock0.30.40.7-0.00.8
Distance traveled before self-admin0.10.30.50.7-0.1
Distance traveled after self-admin1.22.13.0-1.11.7
Extensor digitorum longus weight0.31.21.6-0.91.3
Bone: elastic displacement0.40.51.01.00.2
Bone: elastic work3.95.210.33.2-0.2
Bone: endosteal estimation0.82.12.6-1.61.2
Bone: endosteal perimeter0.30.71.1-0.61.0
Epididymis fat weight0.21.22.4-0.21.6
Delta time in closed arm before/after self-admin1.51.42.6-1.60.6
Delta time in open arm before/after self-admin0.10.10.10.3-0.3
Diff in mean of infusions in LGA sessions0.10.20.3-0.60.1
Delay discount exponential model param0.81.12.20.11.5
Extinction: sum of active levers before priming1.62.52.51.5-1.6
Active lever presses in extinction session 67.87.98.02.8-2.8
Bone: final force2.33.77.42.70.3
Bone: final moment2.74.48.72.90.4
Food consumed during 24 hour testing period0.30.70.9-0.70.9
Glucose11.918.922.73.9-4.8
Heart weight1.52.44.82.2-0.2
Delay discount hyperbolic model param0.81.02.0-0.01.4
Intermittent access intake day 1-15 change0.00.10.2-0.20.5
Intermittent access intake escalation0.00.10.1-0.20.3
Intermittent access intake escalation 20.10.20.30.60.2
Intermitt. access day 1 inactive lever presses0.22.74.0-1.22.0
Intermitt. access day 15 inactive lever presses0.31.52.1-0.91.4
Intermitt. access escalation Index0.61.92.6-1.61.1
Intermittent access day 1 total infusions0.00.00.00.10.2
Intermittent access day 15 total infusions0.10.20.3-0.30.6
Intermittent access terminal intake (last 3 days)0.20.30.6-0.40.8
Intermittent access total infusions0.10.20.2-0.40.4
Intermittent access day 1 locomotion0.10.10.2-0.2-0.4
Intermittent access day 15 total locomotion0.00.10.10.30.3
Intermittent access total locomotion0.00.00.00.0-0.1
Intermittent access standard deviation0.52.52.91.5-1.7
Left kidney weight0.53.65.92.4-1.2
Right kidney weight0.74.67.02.6-1.5
Cocaine induced anxiety2.46.59.03.0-2.0
Post-drug Anxiety5.86.67.32.7-2.4
Baseline Anxiety0.20.30.5-0.7-0.3
Tail length1.15.910.7-1.13.3
Length with tail0.21.12.01.40.4
Length without tail1.79.212.63.5-2.4
Times rat made contact with spout0.91.01.8-0.51.3
Lifetime Intake0.00.10.1-0.3-0.0
Liver weight, left0.61.11.80.7-1.3
Liver weight, right0.81.42.7-0.41.6
Locomotor activity0.10.20.40.1-0.6
Locomotor testing distance0.20.50.6-0.6-0.8
Locomotor testing rearing0.20.81.6-1.30.3
Locomotion in novel chamber0.10.10.1-0.4-0.2
Locomotion in novel chamber post-restriction0.82.54.2-0.92.0
Fecal boli incidents, locomotor time 10.30.71.2-1.10.4
Change in fecal boli incidents, locomotor task1.92.03.01.0-1.7
Time >=10cm from walls, locomotor time 11.82.32.4-1.51.5
Bouts of movement, locomotor time 10.50.61.10.3-1.1
Total resting periods, locomotor time 10.70.81.50.3-1.2
Rest time, locomotor task time 10.10.20.20.4-0.5
Distance moved, locomotor task time 10.00.10.1-0.40.0
Vertical activity count, locomotor time 10.10.60.6-0.80.8
Time >=10cm from walls, locomotor time 20.10.20.30.5-0.0
Bouts of movement, locomotor time 20.10.30.6-0.2-0.8
Total resting periods, locomotor time 20.10.20.4-0.6-0.2
Rest time, locomotor task time 20.50.81.2-1.10.7
Distance moved, locomotor task time 20.50.70.70.9-0.8
Vertical activity count, locomotor time 20.10.10.20.5-0.2
Light reinforcement 10.83.43.8-1.72.0
Light reinforcement 20.61.32.2-0.71.5
Bone: marrow area0.81.92.4-1.51.2
Bone: maximum diameter0.51.12.11.5-0.0
Bone: maximum force1.83.66.82.60.6
Bone: maximum moment2.24.28.12.80.6
Mean time between licks in bursts0.10.61.2-0.3-1.1
Mean num. licks in bursts0.00.10.20.40.2
Cd content in liver0.80.91.3-1.10.7
Co content in liver0.20.20.3-0.50.3
Cu content in liver0.10.10.20.40.1
Fe content in liver0.40.50.9-1.00.0
K content in liver4.44.35.1-2.31.9
Mg content in liver5.56.07.8-2.82.1
Mn content in liver0.00.00.00.2-0.0
Na content in liver0.70.71.4-1.20.3
Rb content in liver2.12.43.5-1.21.9
Se content in liver0.91.11.2-1.11.0
Sr content in liver1.61.41.41.2-1.2
Zn content in liver2.02.33.4-1.11.8
Bone: minimum diameter0.50.91.21.10.8
Time in familiar zone, hab. session 10.50.50.80.9-0.5
Time in novel zone, hab. session 10.20.20.3-0.50.3
Total zone transitions, hab. session 10.10.20.20.5-0.4
Total locomotion distance, hab. session 10.10.10.20.10.5
Locomotion velocity, hab. session 10.10.20.3-0.00.6
Time in familiar zone, hab. session 20.00.00.0-0.2-0.1
Time in novel zone, hab. session 20.10.10.20.3-0.4
Total zone transitions, hab. session 20.70.91.0-1.00.9
Total locomotion distance, hab. session 21.72.22.7-1.31.7
Locomotion velocity, hab. session 21.62.13.0-1.11.7
Novel to familiar place preference ratio0.81.12.21.5-0.0
Novelty place preference0.91.22.31.5-0.1
Time in novel zone, NPP test0.80.91.91.4-0.1
Total zone transitions, NPP test1.42.13.1-1.81.0
Total locomotion distance, NPP test2.23.13.3-1.81.7
Locomotion velocity, NPP test1.72.42.5-1.51.6
Intraocular pressure0.91.42.4-0.71.6
Delta distance traveled before/after self-admin0.91.01.4-1.20.8
Delta ambulatory time before/after self-admin1.01.82.8-1.70.9
Parametrial fat weight0.92.02.7-1.21.6
Pavlov. Cond. lever latency0.70.91.7-1.30.4
Pavlov. Cond. magazine entry latency1.11.42.71.6-0.2
Pavlov. Cond. change in total contacts1.61.82.71.6-0.9
Pavlov. Cond. index score0.60.81.51.20.4
Pavlov. Cond. latency score0.60.81.61.30.2
Pavlov. Cond. lever contacts0.20.20.50.70.0
Pavlov. Cond. magazine entry number2.02.64.9-2.20.5
Pavlov. Cond. intertrial magazine entries1.31.51.8-1.11.3
Pavlov. Cond. lever-magazine prob. diff.0.70.91.71.30.2
Pavlov. Cond. response bias1.62.03.71.9-0.5
Pavlov. Cond. lever latency1.62.33.11.2-1.8
Pavlov. Cond. magazine entry latency0.71.02.0-1.40.2
Pavlov. Cond. change in total contacts0.20.50.7-0.90.5
Pavlov. Cond. index score0.50.81.1-1.00.7
Pavlov. Cond. latency score0.81.21.6-1.30.9
Pavlov. Cond. lever contacts1.62.32.9-1.31.7
Pavlov. Cond. magazine entry number0.70.91.71.3-0.1
Pavlov. Cond. intertrial magazine entries0.30.61.2-0.01.1
Pavlov. Cond. lever-magazine prob. diff.0.50.71.1-1.10.6
Pavlov. Cond. response bias0.60.80.9-0.90.8
Time in closed arm before self-admin0.91.61.71.3-1.3
Time in closed arm after self-admin0.60.71.4-0.2-1.2
Time in open arm before self-admin1.41.72.1-1.41.1
Time in open arm after self-admin0.00.00.10.00.3
Bone: periosteal estimation0.30.81.21.10.6
Bone: periosteal perimeter1.63.26.32.5-0.2
Bone: post-yield work0.00.00.00.1-0.1
Progressive ratio test 1 active lever presses0.10.20.4-0.60.2
Progressive ratio test 1 breakpoint0.10.30.4-0.70.3
Progressive ratio test 1 inactive lever presses1.02.63.5-1.31.9
Progressive ratio test 2 active lever presses0.20.30.4-0.40.7
Progressive ratio test 2 breakpoint0.20.30.4-0.40.6
Progressive ratio test 2 inactive lever presses0.00.10.20.4-0.1
Incentive Sensitization - Responses0.30.91.4-0.61.2
Incentive Sensitization - Breakpoint0.30.71.1-0.51.1
Sum of active levers in priming session hrs 5-60.90.81.51.2-0.5
Progressive ratio0.10.30.6-0.1-0.8
Food seeking constrained by brief footshock0.20.20.4-0.2-0.7
Seeking ratio, punishment vs. effort0.10.10.2-0.30.5
Retroperitoneal fat weight1.56.911.9-1.43.4
Reaction time number correct1.34.55.7-2.41.8
Reaction time mean minus median0.00.20.20.4-0.4
Reaction time mean minus median AUC0.00.00.00.1-0.1
Reaction time num false alarms0.00.00.0-0.0-0.0
Reaction time num false alarms AUC0.00.00.1-0.3-0.1
Reaction time trials correct on left1.34.55.7-2.41.8
Reaction time trials on left1.44.75.9-2.41.9
Reaction time mean0.10.20.3-0.00.6
Reaction time mean AUC0.20.40.6-0.40.8
Median of all reaction times0.10.20.5-0.10.7
Reaction time omissions0.20.30.4-0.60.5
Reaction time false alarm rate0.60.90.90.9-0.9
Reaction time premature initiation rate0.10.20.3-0.1-0.6
Reaction time premature initiations0.41.32.3-1.50.6
Std. dev. reaction times0.00.00.0-0.1-0.1
Reaction time trials completed1.44.75.9-2.41.9
Reaction time trials AUC1.34.55.6-2.41.8
Run reversals in cocaine runway, females0.50.61.0-1.00.3
Run reversals in cocaine runway, males0.60.71.11.00.5
Latency to leave start box in cocaine runway0.20.30.4-0.70.5
Latency to leave start box in cocaine runway, F1.41.71.9-1.41.2
Latency to leave start box in cocaine runway, M0.20.20.20.4-0.4
Std. dev. time between licks in bursts1.52.83.5-1.91.5
Total sessions with >9 infusions0.20.30.5-0.2-0.7
Short access day 1 total inactive lever presses0.00.00.1-0.30.1
Short access day 10 total inactive lever presses0.21.62.8-0.61.7
Short access day 1 total infusions0.51.02.10.2-1.4
Short access day 10 total infusions0.40.70.9-1.00.7
Short access total infusions0.10.10.2-0.3-0.5
Short access day 1 locomotion1.01.62.30.9-1.5
Short access day 10 total locomotion0.31.11.40.9-1.2
Short access total locomotion0.81.21.80.8-1.3
One hour access (0.3 mA shock)0.60.71.1-0.51.0
Compulsive drug intake1.21.82.4-1.11.5
One hour access (shock baseline)0.10.30.3-0.60.5
Social response proportion0.20.20.4-0.1-0.6
Social responses0.20.30.6-0.0-0.7
Social time0.20.30.40.6-0.6
Soleus weight0.51.52.7-0.51.7
Bone: stiffness1.11.93.61.9-0.4
Tibialis anterior weight0.20.70.8-0.80.9
Time to tail flick, vehicle, before self-admin0.00.00.00.1-0.0
Time to tail flick, vehicle, after self-admin0.30.61.10.1-1.1
Time to tail flick, test, before self-admin0.00.00.0-0.2-0.1
Time to tail flick, test, after self-admin1.31.32.20.7-1.5
Delta time to tail flick, vehicle, before/after SA0.50.50.8-0.90.5
Delta time to tail flick, test, before/after SA2.12.62.71.6-1.6
Tibia length3.08.215.53.90.9
Ambulatory time before self-admin0.10.40.80.90.1
Ambulatory time after self-admin0.30.51.0-0.21.0
Bone: tissue strength0.40.50.70.50.8
Total heroin consumption3.23.85.02.2-1.6
Bone: trabecular number0.10.10.1-0.30.3
Bone: trabecular spacing1.82.63.2-1.81.4
Bone: trabecular thickness0.71.01.81.3-0.4
Bone: trabecular tissue density0.10.30.5-0.1-0.7
Water consumed over 24 hours0.00.10.10.3-0.3
Number of responses in last shaping day0.60.71.00.7-1.0