Krt20

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 NAcc gene expression Krt20 0.03 0.01 1.3e-05 0.03 0.03 0.03 0.03 1.7e-05 1.2e-05 9.3e-06 3.1e-05
2 pVTA gene expression Krt20 0.04 0.03 1.6e-04 0.04 0.05 0.03 0.04 2.5e-04 1.2e-04 1.4e-03 5.2e-04
3 Brain gene expression Krt20 0.07 0.04 1.1e-06 0.05 0.06 0.05 0.05 2.0e-05 6.7e-06 2.9e-05 2.2e-05
4 Liver gene expression Krt20 0.2 0.09 0.0e+00 0.21 0.2 0.21 0.22 4.2e-23 7.5e-22 8.7e-23 1.7e-23

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 3 4
Bone: apparent density0.91.63.4-1.81.11.20.8
Area under the delay curve1.21.92.3-1.01.51.41.5
BMI with tail1.75.86.52.4-2.5-2.3-2.3
BMI without tail0.52.52.81.7-1.7-1.5-1.5
Body weight2.912.815.74.0-3.6-3.4-3.4
Weight adjusted by age0.10.20.3-0.40.60.5-0.3
Bone surface0.20.30.70.0-0.7-0.4-0.8
Bone volume0.20.40.8-0.2-0.8-0.4-0.9
Breakpoint value in progressive ratio session0.20.30.4-0.60.50.60.4
Number of licking bursts0.10.30.60.2-0.8-0.5-0.5
Context. condit. distance diff. score0.30.30.70.20.60.50.8
Locomotion velocity, session 10.10.20.40.4-0.6-0.3-0.1
Locomotion distance, session 11.21.52.11.4-1.4-1.1-1.0
Locomotion velocity, session 20.10.10.20.00.10.20.5
Locomotion distance, session 20.10.20.20.4-0.5-0.4-0.4
Locomotion velocity, session 30.40.40.7-0.40.70.70.8
Locomotion distance, session 30.10.10.20.5-0.2-0.2-0.1
Stereotopy head waving bouts, day 32.73.24.0-2.01.81.81.6
Stereotopy head waving duration, day 30.30.40.7-0.80.70.70.3
Locomotion velocity, session 72.32.53.11.3-1.6-1.6-1.8
Locomotion distance, session 71.92.42.81.6-1.4-1.7-1.6
Stereotopy head waving bouts, day 71.41.72.0-1.41.21.41.2
Stereotopy head waving duration, day 71.92.42.9-1.51.51.71.5
Locomotion velocity, session 81.72.14.62.2-1.3-1.3-0.6
Locomotion distance, session 80.10.10.50.7-0.2-0.10.1
Degree of sensitization distance2.12.32.61.6-1.3-1.6-1.5
Degree of sensitization stereotypy1.51.71.9-1.31.21.41.3
Conditioned locomotion0.70.80.9-1.00.80.90.8
Cocaine response after cond. corrected0.60.91.1-1.00.91.10.9
Cocaine response after cond. not corrected0.40.60.9-1.00.70.80.4
Cocaine response before conditioning0.30.30.90.2-0.3-0.5-0.9
Saline control response0.10.20.30.5-0.2-0.3-0.6
Bone: connectivity density1.42.24.0-2.01.31.41.0
Bone: cortical apparent density2.74.25.3-2.21.91.82.3
Bone: cortical area0.00.00.1-0.3-0.1-0.0-0.2
Bone: cortical porosity0.30.30.8-0.90.40.70.0
Bone: cortical porosity0.20.20.4-0.60.30.5-0.2
Bone: cortical thickness1.42.32.4-1.61.51.51.4
Bone: cortical thickness7.89.59.7-3.13.13.13.0
Bone: cortical tissue density2.64.15.2-2.11.91.82.3
Condit. Reinf. active minus inactive responses2.22.53.7-1.31.61.51.9
Condit. Reinf. active-inactive response ratio2.52.73.6-1.31.71.61.9
Condit. Reinf. active responses1.62.03.0-1.21.41.31.7
Condit. Reinf. inactive responses0.00.00.1-0.30.10.10.2
Incentive salience index mean1.41.82.2-1.31.41.31.5
Condit. Reinf. lever presses0.10.20.4-0.60.40.30.1
Condit. Reinf. active minus inactive responses0.10.10.2-0.50.10.20.2
Condit. Reinf. active-inactive response ratio0.00.00.1-0.30.1-0.1-0.1
Condit. Reinf. active responses0.20.20.7-0.80.20.40.3
Condit. Reinf. inactive responses0.30.51.1-1.10.40.70.5
Condit. Reinf. lever presses0.20.30.4-0.50.40.60.6
Condit. Reinf. lever reinforcers received0.40.51.1-1.00.50.70.6
Conditioned reinforcement - actives0.00.20.20.4-0.3-0.5-0.5
Conditioned reinforcement - inactives0.10.20.30.4-0.3-0.6-0.4
Conditioned locomotion0.00.00.10.2-0.3-0.3-0.1
Patch foraging indifference point 0 sec0.00.10.2-0.50.50.1-0.1
Patch foraging indifference point AUC0.00.10.2-0.30.30.50.1
Delay disc. indifference point, 0s delay0.80.91.1-1.11.00.90.9
Delay disc. indifference point, 16s delay4.26.07.9-1.82.62.52.8
Delay disc. indifference point, 2s delay0.10.10.3-0.60.20.30.2
Delay disc. indifference point, 24s delay0.10.20.40.20.50.20.6
Delay disc. indifference point, 4s delay2.82.93.5-1.71.91.71.6
Delay disc. indifference point, 8s delay0.00.00.00.00.10.00.1
Indifference point function ln k0.00.10.2-0.10.50.20.4
Indifference point function log k0.00.10.2-0.10.50.20.4
Patch foraging total patch changes 0 sec0.00.10.2-0.10.1-0.3-0.5
Patch foraging total patch changes 12 sec0.50.71.9-1.40.70.80.0
Patch foraging total patch changes 18 sec0.10.30.40.2-0.5-0.5-0.7
Patch foraging total patch changes 24 sec0.20.61.1-1.10.80.90.3
Patch foraging total patch changes 6 sec0.10.20.4-0.60.60.2-0.3
Patch foraging time to switch 0 sec0.00.10.1-0.30.20.30.2
Patch foraging water rate 0 sec0.00.00.0-0.10.1-0.00.1
Patch foraging water rate 12 sec0.00.00.1-0.20.10.20.4
Patch foraging water rate 18 sec0.20.61.0-1.00.70.70.5
Patch foraging water rate 24 sec0.00.00.1-0.30.20.1-0.1
Patch foraging water rate 6 sec1.21.82.2-1.51.31.31.3
Seeking ratio, delayed vs. immediate footshock0.81.12.4-0.51.00.81.5
Distance traveled before self-admin0.20.40.6-0.70.80.70.4
Distance traveled after self-admin0.00.00.00.20.10.10.1
Extensor digitorum longus weight5.019.829.75.5-4.2-4.3-3.7
Bone: elastic displacement0.50.70.70.8-0.8-0.8-0.8
Bone: elastic work0.10.20.3-0.50.30.50.2
Bone: endosteal estimation2.66.47.72.3-2.6-2.4-2.8
Bone: endosteal perimeter2.05.05.82.1-2.4-2.2-2.2
Epididymis fat weight0.00.20.30.4-0.4-0.4-0.5
Delta time in closed arm before/after self-admin1.00.91.31.1-1.0-0.8-0.9
Delta time in open arm before/after self-admin0.20.30.4-0.40.70.50.5
Diff in mean of infusions in LGA sessions0.00.10.2-0.40.10.30.1
Delay discount exponential model param1.31.82.21.0-1.5-1.3-1.5
Extinction: sum of active levers before priming0.60.91.11.0-0.9-0.9-1.1
Active lever presses in extinction session 61.31.32.3-1.51.01.30.4
Bone: final force0.10.20.4-0.60.10.2-0.4
Bone: final moment0.10.10.3-0.5-0.10.1-0.5
Food consumed during 24 hour testing period0.30.61.01.0-0.7-0.7-0.8
Glucose0.20.20.50.0-0.6-0.3-0.7
Heart weight2.03.34.12.0-1.8-1.7-1.7
Delay discount hyperbolic model param1.11.41.70.8-1.3-1.2-1.3
Intermittent access intake day 1-15 change0.20.91.2-1.10.61.01.1
Intermittent access intake escalation0.10.81.1-1.00.50.91.0
Intermittent access intake escalation 20.00.10.30.0-0.5-0.10.1
Intermitt. access day 1 inactive lever presses0.34.24.9-2.22.22.21.6
Intermitt. access day 15 inactive lever presses0.10.81.1-1.10.90.70.8
Intermitt. access escalation Index0.00.10.2-0.00.20.50.1
Intermittent access day 1 total infusions0.00.10.2-0.00.40.20.2
Intermittent access day 15 total infusions0.61.41.5-1.11.11.21.2
Intermittent access terminal intake (last 3 days)0.61.01.0-1.01.01.01.0
Intermittent access total infusions0.70.81.0-0.71.00.91.0
Intermittent access day 1 locomotion0.10.20.20.4-0.4-0.5-0.3
Intermittent access day 15 total locomotion0.00.10.30.2-0.6-0.4-0.2
Intermittent access total locomotion0.20.20.3-0.50.30.40.6
Intermittent access standard deviation0.41.92.3-1.51.21.31.4
Left kidney weight0.10.71.3-0.50.61.01.1
Right kidney weight0.10.60.9-0.90.61.00.6
Cocaine induced anxiety0.00.10.30.60.10.10.0
Post-drug Anxiety0.10.20.40.10.60.40.4
Baseline Anxiety0.00.10.1-0.30.0-0.2-0.3
Tail length0.00.10.30.50.10.10.2
Length with tail0.52.13.41.8-1.3-1.3-1.3
Length without tail1.36.67.42.7-2.5-2.5-2.5
Times rat made contact with spout0.20.20.30.1-0.4-0.5-0.5
Lifetime Intake1.01.21.7-1.01.31.11.0
Liver weight, left0.50.91.21.0-0.8-0.9-1.1
Liver weight, right2.54.45.3-2.02.12.32.0
Locomotor activity0.10.20.4-0.70.20.60.3
Locomotor testing distance0.71.82.6-1.61.11.31.2
Locomotor testing rearing1.76.27.5-2.72.52.52.2
Locomotion in novel chamber2.93.94.8-2.22.21.91.5
Locomotion in novel chamber post-restriction0.00.10.3-0.1-0.3-0.3-0.6
Fecal boli incidents, locomotor time 10.71.72.11.2-1.5-1.4-1.2
Change in fecal boli incidents, locomotor task0.70.71.0-0.50.71.01.0
Time >=10cm from walls, locomotor time 10.10.10.2-0.20.40.20.5
Bouts of movement, locomotor time 10.10.10.30.2-0.2-0.2-0.5
Total resting periods, locomotor time 10.70.81.20.8-0.8-0.9-1.1
Rest time, locomotor task time 11.22.04.10.9-1.2-1.3-2.0
Distance moved, locomotor task time 10.82.33.8-0.91.51.51.9
Vertical activity count, locomotor time 10.00.10.30.10.00.10.6
Time >=10cm from walls, locomotor time 20.10.20.4-0.70.20.50.1
Bouts of movement, locomotor time 20.20.60.7-0.80.80.80.6
Total resting periods, locomotor time 20.10.50.7-0.70.80.80.5
Rest time, locomotor task time 20.81.31.91.0-1.0-1.1-1.4
Distance moved, locomotor task time 20.20.30.4-0.20.50.60.6
Vertical activity count, locomotor time 20.00.00.10.3-0.1-0.0-0.0
Light reinforcement 10.52.13.3-1.81.41.41.1
Light reinforcement 20.30.70.9-0.80.71.00.8
Bone: marrow area2.56.07.22.2-2.6-2.3-2.7
Bone: maximum diameter0.10.10.2-0.0-0.4-0.3-0.5
Bone: maximum force0.20.30.80.1-0.6-0.3-0.9
Bone: maximum moment0.20.40.90.3-0.7-0.5-1.0
Mean time between licks in bursts1.05.86.62.2-2.6-2.4-2.5
Mean num. licks in bursts0.10.20.4-0.30.70.30.4
Cd content in liver1.41.62.01.4-1.1-1.4-1.1
Co content in liver0.91.01.81.4-0.8-1.1-0.7
Cu content in liver0.60.71.0-0.71.00.71.0
Fe content in liver0.40.51.21.1-0.5-0.5-0.6
K content in liver5.04.95.8-2.42.12.42.0
Mg content in liver4.85.25.6-2.32.22.32.4
Mn content in liver2.42.73.6-1.81.21.61.9
Na content in liver0.40.51.4-1.20.30.7-0.0
Rb content in liver0.30.40.5-0.70.70.50.6
Se content in liver9.210.812.6-3.63.13.23.2
Sr content in liver0.10.10.30.00.20.10.5
Zn content in liver4.55.25.8-2.42.42.22.2
Bone: minimum diameter0.50.91.20.7-1.1-0.8-1.1
Time in familiar zone, hab. session 10.10.10.2-0.40.00.40.1
Time in novel zone, hab. session 10.10.20.4-0.30.30.00.6
Total zone transitions, hab. session 10.30.51.41.2-0.3-0.5-0.0
Total locomotion distance, hab. session 10.40.50.8-0.30.80.70.9
Locomotion velocity, hab. session 10.20.30.5-0.10.70.60.6
Time in familiar zone, hab. session 22.22.53.1-1.51.41.71.8
Time in novel zone, hab. session 20.60.61.10.5-0.6-0.9-1.0
Total zone transitions, hab. session 21.11.42.01.4-1.1-1.2-0.9
Total locomotion distance, hab. session 20.60.80.91.0-0.8-0.9-0.9
Locomotion velocity, hab. session 20.70.91.01.0-0.9-0.9-1.0
Novel to familiar place preference ratio0.20.20.4-0.10.60.50.5
Novelty place preference0.20.30.5-0.10.70.60.6
Time in novel zone, NPP test0.50.60.8-0.40.90.80.8
Total zone transitions, NPP test1.62.43.01.7-1.5-1.5-1.3
Total locomotion distance, NPP test0.71.01.11.0-1.0-0.9-1.0
Locomotion velocity, NPP test1.11.62.11.4-1.2-1.2-1.2
Intraocular pressure2.23.66.52.5-1.4-1.9-1.5
Delta distance traveled before/after self-admin0.10.20.40.6-0.4-0.20.1
Delta ambulatory time before/after self-admin0.30.40.80.9-0.8-0.5-0.3
Parametrial fat weight0.10.20.4-0.60.40.3-0.2
Pavlov. Cond. lever latency0.20.30.60.8-0.5-0.30.2
Pavlov. Cond. magazine entry latency3.84.98.6-2.92.12.11.5
Pavlov. Cond. change in total contacts6.26.78.0-2.82.82.42.2
Pavlov. Cond. index score1.82.34.6-2.21.51.30.8
Pavlov. Cond. latency score1.21.53.3-1.81.21.00.4
Pavlov. Cond. lever contacts0.20.30.7-0.90.50.3-0.2
Pavlov. Cond. magazine entry number5.46.810.23.2-2.6-2.4-2.1
Pavlov. Cond. intertrial magazine entries0.30.40.90.9-0.5-0.6-0.1
Pavlov. Cond. lever-magazine prob. diff.2.43.05.8-2.41.71.51.0
Pavlov. Cond. response bias4.35.47.9-2.82.42.21.8
Pavlov. Cond. lever latency0.10.10.20.5-0.1-0.3-0.2
Pavlov. Cond. magazine entry latency0.10.20.20.4-0.3-0.4-0.5
Pavlov. Cond. change in total contacts0.00.00.0-0.1-0.2-0.1-0.0
Pavlov. Cond. index score0.00.10.20.2-0.4-0.2-0.3
Pavlov. Cond. latency score0.10.10.20.3-0.5-0.3-0.3
Pavlov. Cond. lever contacts0.00.00.1-0.4-0.00.20.0
Pavlov. Cond. magazine entry number0.00.00.00.1-0.0-0.2-0.1
Pavlov. Cond. intertrial magazine entries0.10.30.80.9-0.1-0.5-0.1
Pavlov. Cond. lever-magazine prob. diff.0.10.10.20.3-0.4-0.2-0.3
Pavlov. Cond. response bias0.20.20.5-0.70.30.50.3
Time in closed arm before self-admin1.22.03.2-1.21.21.31.8
Time in closed arm after self-admin1.01.12.5-0.60.71.11.6
Time in open arm before self-admin0.40.51.10.6-0.7-0.5-1.1
Time in open arm after self-admin0.30.30.70.4-0.3-0.5-0.8
Bone: periosteal estimation0.61.52.30.8-1.3-1.1-1.5
Bone: periosteal perimeter1.32.53.11.4-1.8-1.5-1.7
Bone: post-yield work0.81.41.81.3-1.1-1.1-1.2
Progressive ratio test 1 active lever presses0.20.30.5-0.50.70.60.5
Progressive ratio test 1 breakpoint0.10.20.3-0.40.50.50.4
Progressive ratio test 1 inactive lever presses0.30.71.2-0.81.10.80.4
Progressive ratio test 2 active lever presses0.20.30.4-0.60.60.40.5
Progressive ratio test 2 breakpoint0.20.30.4-0.60.60.40.5
Progressive ratio test 2 inactive lever presses0.00.00.0-0.20.20.10.2
Incentive Sensitization - Responses0.00.10.2-0.0-0.2-0.5-0.2
Incentive Sensitization - Breakpoint0.00.10.2-0.1-0.2-0.4-0.1
Sum of active levers in priming session hrs 5-60.90.91.3-1.10.91.10.5
Progressive ratio0.10.20.3-0.50.40.4-0.1
Food seeking constrained by brief footshock0.30.30.5-0.70.50.60.4
Seeking ratio, punishment vs. effort0.00.00.10.2-0.0-0.00.4
Retroperitoneal fat weight0.00.10.2-0.20.40.40.4
Reaction time number correct0.41.51.61.2-1.2-1.3-1.2
Reaction time mean minus median0.32.23.01.3-1.4-1.5-1.7
Reaction time mean minus median AUC0.10.91.30.8-0.8-1.0-1.1
Reaction time num false alarms0.10.10.3-0.0-0.5-0.3-0.3
Reaction time num false alarms AUC0.20.50.90.3-1.0-0.6-0.6
Reaction time trials correct on left0.41.51.61.2-1.2-1.3-1.2
Reaction time trials on left0.41.51.61.2-1.2-1.2-1.2
Reaction time mean0.51.01.1-1.01.01.01.0
Reaction time mean AUC0.51.31.4-1.21.11.11.1
Median of all reaction times2.13.33.6-1.81.71.81.9
Reaction time omissions0.20.40.6-0.80.60.50.6
Reaction time false alarm rate0.00.10.2-0.4-0.20.10.1
Reaction time premature initiation rate2.84.35.3-2.02.12.31.8
Reaction time premature initiations0.41.11.5-1.01.11.20.8
Std. dev. reaction times0.10.30.60.2-0.5-0.6-0.8
Reaction time trials completed0.41.51.61.2-1.2-1.2-1.2
Reaction time trials AUC0.51.61.71.3-1.3-1.3-1.2
Run reversals in cocaine runway, females0.80.91.4-0.21.21.01.1
Run reversals in cocaine runway, males0.20.20.4-0.30.60.30.4
Latency to leave start box in cocaine runway0.50.61.01.0-0.9-0.7-0.4
Latency to leave start box in cocaine runway, F0.20.30.60.8-0.4-0.4-0.2
Latency to leave start box in cocaine runway, M0.00.00.10.1-0.3-0.00.2
Std. dev. time between licks in bursts0.50.91.40.5-1.2-0.8-1.1
Total sessions with >9 infusions1.11.31.8-0.91.41.21.1
Short access day 1 total inactive lever presses0.51.01.7-1.11.30.90.4
Short access day 10 total inactive lever presses0.00.10.10.3-0.1-0.4-0.3
Short access day 1 total infusions1.83.65.3-1.72.32.01.5
Short access day 10 total infusions0.40.70.9-0.80.90.80.7
Short access total infusions1.62.23.1-1.41.81.51.2
Short access day 1 locomotion1.62.63.3-1.51.81.71.4
Short access day 10 total locomotion0.00.10.2-0.2-0.4-0.2-0.1
Short access total locomotion0.00.00.0-0.10.10.20.2
One hour access (0.3 mA shock)0.10.10.20.3-0.2-0.3-0.4
Compulsive drug intake0.00.00.10.10.2-0.10.1
One hour access (shock baseline)0.10.30.4-0.60.60.70.4
Social response proportion0.10.10.30.10.20.30.5
Social responses0.00.10.1-0.10.20.30.4
Social time1.11.82.81.0-1.2-1.4-1.7
Soleus weight0.51.62.30.8-1.4-1.1-1.5
Bone: stiffness0.10.20.3-0.50.40.6-0.0
Tibialis anterior weight0.51.62.71.6-1.1-1.1-1.2
Time to tail flick, vehicle, before self-admin1.82.32.91.4-1.5-1.7-1.3
Time to tail flick, vehicle, after self-admin0.51.02.20.6-0.7-1.0-1.5
Time to tail flick, test, before self-admin0.20.30.60.8-0.5-0.5-0.2
Time to tail flick, test, after self-admin1.31.41.71.1-1.3-1.2-1.1
Delta time to tail flick, vehicle, before/after SA0.40.41.3-0.2-0.3-0.4-1.2
Delta time to tail flick, test, before/after SA0.00.00.1-0.20.0-0.1-0.2
Tibia length0.82.22.51.6-1.4-1.4-1.6
Ambulatory time before self-admin0.10.20.3-0.40.60.40.4
Ambulatory time after self-admin0.10.10.30.5-0.3-0.3-0.3
Bone: tissue strength2.83.03.11.7-1.7-1.7-1.7
Total heroin consumption0.40.51.4-1.20.40.60.2
Bone: trabecular number1.83.56.7-2.61.61.81.2
Bone: trabecular spacing1.21.82.51.6-1.2-1.2-1.3
Bone: trabecular thickness0.20.20.50.1-0.7-0.5-0.4
Bone: trabecular tissue density0.20.30.6-0.10.80.50.6
Water consumed over 24 hours0.61.31.51.0-1.2-1.0-1.2
Number of responses in last shaping day0.10.10.2-0.40.20.30.4