LOC120095867

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 PL gene expression LOC120095867 0.05 0.03 4.6e-03 0 0.01 0.01 0.01 1.6e-01 9.8e-03 6.4e-02 7.3e-02
2 IL alternative TSS XR_005491753.2 0.19 0.12 6.1e-03 0.12 0.05 0.01 0.08 7.2e-04 2.0e-02 1.4e-01 5.2e-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 density0.81.52.61.6-0.7
Area under the delay curve0.91.41.5-1.2-1.1
BMI with tail0.93.04.62.1-1.2
BMI without tail1.47.58.52.5-2.9
Body weight8.135.537.56.1-5.8
Weight adjusted by age0.30.91.81.3-0.1
Bone surface1.63.14.12.0-1.4
Bone volume0.51.01.71.3-0.5
Breakpoint value in progressive ratio session0.50.91.1-0.8-1.0
Number of licking bursts0.72.34.52.10.1
Context. condit. distance diff. score2.32.85.6-0.0-2.4
Locomotion velocity, session 10.30.40.8-0.9-0.0
Locomotion distance, session 10.91.11.8-1.40.6
Locomotion velocity, session 20.10.10.1-0.3-0.3
Locomotion distance, session 20.91.32.5-1.60.3
Locomotion velocity, session 30.30.30.5-0.4-0.7
Locomotion distance, session 30.10.20.2-0.30.4
Stereotopy head waving bouts, day 31.21.52.21.5-0.9
Stereotopy head waving duration, day 30.10.20.20.40.4
Locomotion velocity, session 70.40.40.4-0.7-0.6
Locomotion distance, session 70.91.11.5-1.2-0.9
Stereotopy head waving bouts, day 70.20.30.5-0.70.1
Stereotopy head waving duration, day 70.30.40.4-0.70.5
Locomotion velocity, session 80.30.40.70.3-0.8
Locomotion distance, session 80.81.22.40.1-1.6
Degree of sensitization distance0.40.50.8-0.9-0.3
Degree of sensitization stereotypy0.40.40.7-0.90.2
Conditioned locomotion0.20.20.4-0.10.6
Cocaine response after cond. corrected1.31.92.61.61.1
Cocaine response after cond. not corrected0.30.50.60.80.5
Cocaine response before conditioning2.42.93.7-1.9-1.4
Saline control response1.62.24.00.7-2.0
Bone: connectivity density2.23.53.82.0-1.8
Bone: cortical apparent density0.00.00.0-0.20.1
Bone: cortical area1.62.54.70.6-2.2
Bone: cortical porosity0.00.00.00.20.1
Bone: cortical porosity0.20.20.4-0.70.1
Bone: cortical thickness1.32.23.60.9-1.9
Bone: cortical thickness1.11.32.60.3-1.6
Bone: cortical tissue density0.00.00.0-0.20.2
Condit. Reinf. active minus inactive responses0.40.40.7-0.80.4
Condit. Reinf. active-inactive response ratio0.10.10.3-0.50.0
Condit. Reinf. active responses0.81.02.1-1.4-0.0
Condit. Reinf. inactive responses1.31.73.3-1.8-0.1
Incentive salience index mean0.91.12.2-1.50.2
Condit. Reinf. lever presses1.01.63.1-1.80.1
Condit. Reinf. active minus inactive responses1.72.65.10.1-2.3
Condit. Reinf. active-inactive response ratio0.91.42.7-0.0-1.6
Condit. Reinf. active responses2.33.36.4-0.4-2.5
Condit. Reinf. inactive responses0.50.71.2-0.6-1.1
Condit. Reinf. lever presses0.50.80.8-0.9-0.8
Condit. Reinf. lever reinforcers received2.12.95.4-0.6-2.3
Conditioned reinforcement - actives0.72.63.01.5-1.7
Conditioned reinforcement - inactives0.10.30.70.80.0
Conditioned locomotion1.31.93.8-0.1-1.9
Patch foraging indifference point 0 sec0.30.91.70.41.3
Patch foraging indifference point AUC0.40.91.31.1-0.7
Delay disc. indifference point, 0s delay1.61.82.61.0-1.6
Delay disc. indifference point, 16s delay0.20.30.5-0.7-0.4
Delay disc. indifference point, 2s delay1.92.13.7-1.9-0.7
Delay disc. indifference point, 24s delay0.20.30.5-0.70.2
Delay disc. indifference point, 4s delay1.21.22.0-1.4-0.7
Delay disc. indifference point, 8s delay0.81.41.5-1.2-1.1
Indifference point function ln k0.00.10.2-0.5-0.1
Indifference point function log k0.00.10.2-0.5-0.1
Patch foraging total patch changes 0 sec0.41.22.40.31.5
Patch foraging total patch changes 12 sec0.60.81.01.00.8
Patch foraging total patch changes 18 sec0.61.41.71.01.3
Patch foraging total patch changes 24 sec0.20.60.7-0.80.7
Patch foraging total patch changes 6 sec0.40.71.10.51.0
Patch foraging time to switch 0 sec0.31.12.00.51.4
Patch foraging water rate 0 sec0.20.61.10.2-1.1
Patch foraging water rate 12 sec0.20.91.1-1.1-0.8
Patch foraging water rate 18 sec1.22.74.2-2.1-1.0
Patch foraging water rate 24 sec1.01.42.8-0.0-1.7
Patch foraging water rate 6 sec0.71.01.6-1.2-0.7
Seeking ratio, delayed vs. immediate footshock2.02.85.60.12.4
Distance traveled before self-admin0.51.12.2-1.50.2
Distance traveled after self-admin0.50.81.5-1.2-0.4
Extensor digitorum longus weight2.811.118.51.9-4.3
Bone: elastic displacement0.10.10.20.4-0.2
Bone: elastic work1.62.22.31.4-1.5
Bone: endosteal estimation0.30.61.01.0-0.5
Bone: endosteal perimeter0.30.81.6-0.2-1.3
Epididymis fat weight0.10.40.7-0.8-0.2
Delta time in closed arm before/after self-admin1.21.12.1-0.4-1.4
Delta time in open arm before/after self-admin2.22.63.5-1.31.9
Diff in mean of infusions in LGA sessions0.10.10.2-0.2-0.4
Delay discount exponential model param1.41.92.81.71.0
Extinction: sum of active levers before priming0.20.30.6-0.7-0.1
Active lever presses in extinction session 60.00.00.0-0.00.0
Bone: final force2.43.94.41.9-2.1
Bone: final moment2.03.23.21.8-1.8
Food consumed during 24 hour testing period0.30.60.80.90.6
Glucose0.50.81.1-1.10.6
Heart weight0.81.31.8-0.9-1.3
Delay discount hyperbolic model param1.41.82.41.61.0
Intermittent access intake day 1-15 change0.31.73.41.8-0.2
Intermittent access intake escalation0.31.73.41.9-0.1
Intermittent access intake escalation 20.30.60.91.00.5
Intermitt. access day 1 inactive lever presses0.00.50.91.00.3
Intermitt. access day 15 inactive lever presses0.31.82.31.21.5
Intermitt. access escalation Index0.31.12.1-1.4-0.3
Intermittent access day 1 total infusions0.51.63.1-1.8-0.2
Intermittent access day 15 total infusions0.10.10.2-0.4-0.4
Intermittent access terminal intake (last 3 days)0.00.00.0-0.2-0.2
Intermittent access total infusions0.30.40.7-0.8-0.3
Intermittent access day 1 locomotion1.42.75.3-2.3-0.2
Intermittent access day 15 total locomotion0.51.92.8-1.7-1.0
Intermittent access total locomotion1.92.24.2-2.0-0.5
Intermittent access standard deviation0.42.23.21.81.0
Left kidney weight3.023.828.25.3-4.4
Right kidney weight3.020.826.65.2-3.9
Cocaine induced anxiety0.20.61.0-1.0-0.5
Post-drug Anxiety0.70.81.3-1.20.5
Baseline Anxiety0.61.01.80.31.4
Tail length4.323.229.14.1-5.4
Length with tail10.847.752.26.6-7.2
Length without tail4.121.430.05.5-3.6
Times rat made contact with spout0.60.71.10.5-1.1
Lifetime Intake0.30.30.6-0.80.1
Liver weight, left2.84.89.63.1-0.3
Liver weight, right1.22.03.01.7-1.0
Locomotor activity2.43.87.5-0.3-2.7
Locomotor testing distance0.20.40.70.3-0.8
Locomotor testing rearing0.10.20.4-0.10.7
Locomotion in novel chamber0.60.81.5-0.3-1.2
Locomotion in novel chamber post-restriction0.82.54.8-0.4-2.2
Fecal boli incidents, locomotor time 10.82.04.00.2-2.0
Change in fecal boli incidents, locomotor task0.80.91.11.10.8
Time >=10cm from walls, locomotor time 10.70.91.7-1.30.1
Bouts of movement, locomotor time 10.70.91.60.5-1.3
Total resting periods, locomotor time 10.81.01.80.4-1.3
Rest time, locomotor task time 10.61.01.11.0-1.0
Distance moved, locomotor task time 10.20.51.0-1.0-0.1
Vertical activity count, locomotor time 10.10.91.6-0.6-1.3
Time >=10cm from walls, locomotor time 20.20.40.80.2-0.9
Bouts of movement, locomotor time 20.20.81.60.0-1.3
Total resting periods, locomotor time 20.10.51.00.3-1.0
Rest time, locomotor task time 20.20.30.3-0.60.4
Distance moved, locomotor task time 20.30.40.90.9-0.0
Vertical activity count, locomotor time 20.81.92.01.4-1.4
Light reinforcement 10.31.42.6-1.6-0.3
Light reinforcement 20.10.20.40.10.6
Bone: marrow area0.20.61.01.0-0.4
Bone: maximum diameter0.61.21.51.0-1.2
Bone: maximum force1.42.73.61.3-1.9
Bone: maximum moment1.12.22.71.3-1.7
Mean time between licks in bursts0.32.12.2-1.51.4
Mean num. licks in bursts0.30.81.3-1.1-0.4
Cd content in liver1.41.62.1-1.5-1.0
Co content in liver0.91.01.51.20.7
Cu content in liver0.10.20.2-0.40.4
Fe content in liver1.72.12.6-1.6-1.3
K content in liver0.00.00.00.1-0.0
Mg content in liver0.70.71.41.2-0.1
Mn content in liver0.50.50.60.70.8
Na content in liver0.60.70.91.0-0.7
Rb content in liver2.73.24.6-2.11.3
Se content in liver0.70.81.6-0.3-1.3
Sr content in liver1.00.81.61.30.3
Zn content in liver1.92.24.02.0-0.6
Bone: minimum diameter0.00.00.0-0.1-0.0
Time in familiar zone, hab. session 11.41.52.40.81.6
Time in novel zone, hab. session 10.60.71.40.1-1.2
Total zone transitions, hab. session 11.31.93.7-1.90.1
Total locomotion distance, hab. session 10.81.12.3-1.5-0.0
Locomotion velocity, hab. session 11.52.24.3-2.10.2
Time in familiar zone, hab. session 20.30.30.40.60.5
Time in novel zone, hab. session 20.60.61.2-1.1-0.2
Total zone transitions, hab. session 20.20.30.40.3-0.6
Total locomotion distance, hab. session 20.20.20.4-0.6-0.1
Locomotion velocity, hab. session 20.10.10.3-0.5-0.1
Novel to familiar place preference ratio0.00.00.1-0.1-0.3
Novelty place preference0.00.10.1-0.3-0.1
Time in novel zone, NPP test0.00.00.0-0.2-0.2
Total zone transitions, NPP test0.20.20.3-0.3-0.6
Total locomotion distance, NPP test0.91.32.0-1.4-0.8
Locomotion velocity, NPP test1.21.72.4-1.5-1.1
Intraocular pressure0.30.50.90.0-1.0
Delta distance traveled before/after self-admin0.30.30.60.8-0.3
Delta ambulatory time before/after self-admin0.10.10.20.30.5
Parametrial fat weight0.30.61.21.10.4
Pavlov. Cond. lever latency2.22.74.82.2-0.8
Pavlov. Cond. magazine entry latency0.50.71.4-0.2-1.2
Pavlov. Cond. change in total contacts0.30.40.6-0.8-0.3
Pavlov. Cond. index score0.40.61.0-1.0-0.4
Pavlov. Cond. latency score0.60.81.6-1.3-0.3
Pavlov. Cond. lever contacts1.61.93.4-1.80.7
Pavlov. Cond. magazine entry number0.81.01.50.71.2
Pavlov. Cond. intertrial magazine entries0.70.91.0-0.91.0
Pavlov. Cond. lever-magazine prob. diff.0.30.40.6-0.8-0.3
Pavlov. Cond. response bias0.60.80.8-0.9-0.9
Pavlov. Cond. lever latency1.01.32.01.40.9
Pavlov. Cond. magazine entry latency1.21.83.5-1.9-0.2
Pavlov. Cond. change in total contacts0.61.42.2-1.5-0.7
Pavlov. Cond. index score1.42.24.2-2.0-0.5
Pavlov. Cond. latency score1.22.03.8-2.0-0.4
Pavlov. Cond. lever contacts1.21.82.8-1.7-0.9
Pavlov. Cond. magazine entry number1.51.93.81.90.1
Pavlov. Cond. intertrial magazine entries0.20.50.70.5-0.8
Pavlov. Cond. lever-magazine prob. diff.1.62.44.5-2.1-0.6
Pavlov. Cond. response bias2.33.25.5-2.4-0.9
Time in closed arm before self-admin0.81.31.61.3-1.0
Time in closed arm after self-admin1.82.14.10.3-2.0
Time in open arm before self-admin0.70.91.3-0.7-1.1
Time in open arm after self-admin0.70.81.1-0.71.0
Bone: periosteal estimation0.82.02.81.1-1.7
Bone: periosteal perimeter0.91.72.9-0.7-1.7
Bone: post-yield work0.10.30.3-0.5-0.5
Progressive ratio test 1 active lever presses0.40.81.00.7-1.0
Progressive ratio test 1 breakpoint0.50.81.00.8-1.0
Progressive ratio test 1 inactive lever presses0.10.30.40.7-0.3
Progressive ratio test 2 active lever presses0.50.81.30.5-1.1
Progressive ratio test 2 breakpoint0.50.71.20.5-1.1
Progressive ratio test 2 inactive lever presses0.31.01.01.0-1.0
Incentive Sensitization - Responses0.00.00.00.00.0
Incentive Sensitization - Breakpoint0.00.00.0-0.10.1
Sum of active levers in priming session hrs 5-60.10.10.10.40.1
Progressive ratio0.10.20.4-0.20.7
Food seeking constrained by brief footshock2.43.06.00.02.5
Seeking ratio, punishment vs. effort0.20.30.70.8-0.0
Retroperitoneal fat weight0.00.00.1-0.00.3
Reaction time number correct0.00.10.20.50.0
Reaction time mean minus median0.74.65.4-1.9-2.3
Reaction time mean minus median AUC0.53.14.7-2.2-1.2
Reaction time num false alarms1.01.82.6-1.6-1.0
Reaction time num false alarms AUC0.71.52.2-1.5-0.9
Reaction time trials correct on left0.00.10.20.50.0
Reaction time trials on left0.00.10.20.4-0.0
Reaction time mean0.71.63.1-1.8-0.1
Reaction time mean AUC0.81.93.7-1.9-0.0
Median of all reaction times0.81.31.9-1.40.9
Reaction time omissions0.81.42.5-1.6-0.4
Reaction time false alarm rate1.41.92.8-1.7-1.0
Reaction time premature initiation rate0.81.21.4-0.9-1.2
Reaction time premature initiations0.20.71.0-0.7-1.0
Std. dev. reaction times0.82.83.8-1.9-1.4
Reaction time trials completed0.00.10.20.4-0.0
Reaction time trials AUC0.00.00.00.20.1
Run reversals in cocaine runway, females0.80.81.5-0.51.2
Run reversals in cocaine runway, males0.20.20.5-0.7-0.1
Latency to leave start box in cocaine runway0.20.30.50.70.1
Latency to leave start box in cocaine runway, F1.51.83.71.90.1
Latency to leave start box in cocaine runway, M0.60.61.1-1.10.1
Std. dev. time between licks in bursts0.40.80.8-0.9-0.9
Total sessions with >9 infusions0.30.40.70.30.9
Short access day 1 total inactive lever presses0.30.60.70.80.8
Short access day 10 total inactive lever presses0.64.38.02.80.7
Short access day 1 total infusions0.71.42.7-0.11.6
Short access day 10 total infusions0.30.60.7-0.70.8
Short access total infusions0.60.91.7-0.11.3
Short access day 1 locomotion0.71.22.1-1.4-0.6
Short access day 10 total locomotion0.00.20.4-0.10.6
Short access total locomotion0.40.61.0-1.00.4
One hour access (0.3 mA shock)0.40.40.90.1-0.9
Compulsive drug intake0.81.21.5-1.01.2
One hour access (shock baseline)0.71.93.8-0.1-2.0
Social response proportion5.16.511.01.4-3.3
Social responses1.92.54.9-0.2-2.2
Social time1.01.63.1-1.80.3
Soleus weight0.51.42.60.4-1.6
Bone: stiffness0.91.63.2-0.1-1.8
Tibialis anterior weight4.114.021.42.6-4.6
Time to tail flick, vehicle, before self-admin0.10.10.1-0.4-0.0
Time to tail flick, vehicle, after self-admin0.10.30.4-0.4-0.6
Time to tail flick, test, before self-admin1.61.82.71.7-1.0
Time to tail flick, test, after self-admin0.00.00.00.10.0
Delta time to tail flick, vehicle, before/after SA0.20.20.4-0.70.0
Delta time to tail flick, test, before/after SA0.81.01.1-1.01.0
Tibia length4.512.420.14.5-2.2
Ambulatory time before self-admin0.51.42.8-1.7-0.4
Ambulatory time after self-admin0.50.81.6-1.3-0.1
Bone: tissue strength1.11.21.40.91.2
Total heroin consumption3.33.97.5-2.70.4
Bone: trabecular number1.02.02.51.6-1.2
Bone: trabecular spacing1.72.53.0-1.41.7
Bone: trabecular thickness1.11.62.40.9-1.5
Bone: trabecular tissue density1.73.05.0-1.0-2.2
Water consumed over 24 hours1.22.34.02.0-0.8
Number of responses in last shaping day0.20.30.4-0.40.7