Gpr139

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 BLA gene expression ENSRNOG00000023863 0.11 0.06 1.5e-06 0.09 0.11 0.08 0.1 1.7e-05 1.7e-06 3.3e-05 7.9e-06
2 IL gene expression ENSRNOG00000023863 0.22 0.13 8.7e-03 0.04 0.02 0.01 0.04 4.3e-02 9.3e-02 2.1e-01 4.0e-02
3 PL gene expression ENSRNOG00000023863 0.03 0.02 4.2e-03 0.02 0.02 0.01 0.01 1.0e-02 1.3e-02 8.4e-02 3.3e-02

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 strong Z-scores (below -2 or above 2): lower negative Z-scores are darker blue, higher positive Z-scores are darker red.

Trait Avg chi2 ratio Avg chi2 Max chi2 1 2 3
BMI with tail2.89.210.82.73.13.3
BMI without tail8.217.219.63.74.34.4
Body weight2.510.412.82.63.43.6
Epididymis fat weight1.02.33.01.71.21.6
Glucose0.10.20.60.7-0.00.1
Heart weight0.20.20.70.8-0.30.0
Left kidney weight4.312.413.33.33.63.6
Right kidney weight4.512.814.13.23.73.8
Tail length2.78.19.32.43.03.0
Length with tail0.51.72.20.91.51.5
Length without tail0.81.72.3-1.5-1.1-1.2
Liver weight, left0.10.20.30.40.50.6
Liver weight, right0.20.30.6-0.00.70.6
Parametrial fat weight3.77.29.53.12.42.5
Retroperitoneal fat weight0.30.92.01.40.20.8
Intraocular pressure0.10.10.20.00.40.5
Extensor digitorum longus weight4.216.723.72.54.94.5
Soleus weight2.67.78.22.72.82.9
Tibialis anterior weight7.425.630.04.25.55.4
Tibia length0.00.10.20.4-0.2-0.1
Number of licking bursts5.86.87.8-2.5-2.5-2.8
Food consumed during 24 hour testing period2.42.93.41.61.81.6
Times rat made contact with spout1.61.83.10.91.81.3
Mean time between licks in bursts0.10.10.2-0.3-0.2-0.4
Mean num. licks in bursts8.410.111.02.93.33.3
Std. dev. time between licks in bursts0.00.10.10.30.20.1
Water consumed over 24 hours0.91.02.1-1.5-0.4-0.9
Indifference point 0 sec0.50.71.71.30.50.5
Indifference point AUC1.11.32.01.40.81.1
Indifference point function ln k0.30.40.60.60.80.5
Indifference point function log k0.30.40.60.60.80.5
Delay discounting total patch changes 0 sec0.61.02.31.50.50.6
Delay discounting total patch changes 12 sec0.20.20.40.60.30.3
Delay discounting total patch changes 18 sec0.00.10.10.3-0.2-0.2
Delay discounting total patch changes 24 sec0.70.91.41.20.60.9
Delay discounting total patch changes 6 sec0.40.71.21.1-0.8-0.4
Delay discounting time to switch 0 sec3.55.37.9-2.8-1.8-2.1
Delay discounting water rate 0 sec0.40.60.80.80.90.8
Delay discounting water rate 12 sec1.42.12.61.61.21.5
Delay discounting water rate 18 sec0.30.40.60.70.50.7
Delay discounting water rate 24 sec0.71.01.40.81.01.2
Delay discounting water rate 6 sec0.30.41.01.00.30.4
Locomotor activity0.00.00.0-0.1-0.00.0
Locomotor testing distance0.20.30.40.70.40.5
Locomotor testing rearing0.00.00.1-0.1-0.3-0.1
Light reinforcement 10.10.20.5-0.1-0.7-0.4
Light reinforcement 20.10.10.20.5-0.1-0.0
Reaction time number correct1.01.51.7-1.3-1.2-1.1
Reaction time mean minus median0.20.30.60.80.40.4
Reaction time mean minus median AUC0.10.20.50.7-0.3-0.1
Reaction time num false alarms0.60.81.0-0.9-0.8-1.0
Reaction time num false alarms AUC0.50.80.9-0.9-0.8-0.9
Reaction time trials correct on left1.01.51.7-1.3-1.2-1.1
Reaction time trials on left1.01.41.7-1.3-1.2-1.1
Reaction time mean0.40.50.80.90.50.6
Reaction time mean AUC0.10.10.20.50.30.3
Median of all reaction times0.30.40.50.70.50.6
Reaction time omissions0.40.50.6-0.8-0.8-0.7
Reaction time false alarm rate0.00.00.1-0.2-0.0-0.2
Reaction time premature initiation rate1.01.42.40.21.61.3
Reaction time premature initiations0.30.40.5-0.70.70.5
Std. dev. reaction times0.40.50.91.00.50.6
Reaction time trials completed1.01.41.7-1.3-1.2-1.1
Reaction time trials AUC0.81.11.3-1.1-1.0-0.9
Social response proportion0.20.20.40.3-0.6-0.5
Social responses0.70.91.2-0.5-1.1-1.1
Social time1.31.72.3-0.8-1.5-1.4
Conditioned locomotion0.60.71.0-1.0-0.5-0.9
Cocaine response after cond. corrected0.20.30.4-0.4-0.5-0.6
Cocaine response after cond. not corrected0.00.00.10.00.30.1
Cocaine response before conditioning2.12.53.50.91.91.8
Saline control response0.10.10.3-0.0-0.5-0.3
Condit. Reinf. active minus inactive responses0.50.61.51.20.30.6
Condit. Reinf. active-inactive response ratio0.20.30.50.7-0.4-0.1
Condit. Reinf. active responses0.40.50.90.90.50.7
Condit. Reinf. inactive responses0.91.11.80.31.31.2
Condit. Reinf. lever presses1.31.71.91.31.21.4
Condit. Reinf. lever reinforcers received0.10.20.40.60.10.3
Pavlov. Cond. lever latency1.11.51.5-1.2-1.2-1.2
Pavlov. Cond. magazine entry latency2.02.33.3-1.8-1.1-1.5
Pavlov. Cond. change in total contacts0.10.20.40.6-0.4-0.1
Pavlov. Cond. index score0.00.00.1-0.2-0.2-0.2
Pavlov. Cond. latency score0.00.00.0-0.2-0.0-0.1
Pavlov. Cond. lever contacts1.11.51.61.21.21.3
Pavlov. Cond. magazine entry number2.43.03.51.61.71.9
Pavlov. Cond. intertrial magazine entries2.93.74.21.81.92.0
Pavlov. Cond. lever-magazine prob. diff.0.10.20.2-0.4-0.4-0.5
Pavlov. Cond. response bias0.00.00.10.20.20.2
Conditioned reinforcement - actives0.50.50.90.90.60.5
Conditioned reinforcement - inactives0.20.20.30.3-0.4-0.5
Conditioned locomotion0.10.10.2-0.4-0.0-0.5
Intermittent access intake day 1-15 change0.40.40.8-0.5-0.5-0.9
Intermittent access intake escalation0.30.30.6-0.3-0.4-0.7
Intermittent access intake escalation 20.50.50.8-0.6-0.7-0.9
Intermitt. access day 1 inactive lever presses0.10.10.1-0.1-0.3-0.3
Intermitt. access day 15 inactive lever presses0.60.70.90.71.00.8
Intermitt. access escalation Index1.41.32.01.41.10.8
Intermittent access day 1 total infusions1.01.11.31.01.01.1
Intermittent access day 15 total infusions0.20.20.50.70.40.1
Intermittent access terminal intake (last 3 days)0.20.30.60.80.40.1
Intermittent access total infusions1.01.11.61.31.00.8
Intermittent access day 1 locomotion1.21.21.81.31.00.9
Intermittent access day 15 total locomotion0.80.81.00.7-1.0-1.0
Intermittent access total locomotion1.01.23.11.80.50.4
Intermittent access standard deviation0.20.20.30.60.40.2
Cocaine induced anxiety0.10.10.10.3-0.4-0.3
Post-drug Anxiety0.20.20.60.2-0.7-0.4
Baseline Anxiety0.40.40.70.50.60.8
Lifetime Intake1.82.02.41.51.41.3
Incentive Sensitization - Responses0.00.00.1-0.20.3-0.0
Incentive Sensitization - Breakpoint0.00.00.1-0.00.3-0.0
Progressive ratio test 1 active lever presses0.50.50.70.80.70.6
Progressive ratio test 1 breakpoint0.40.50.60.80.70.6
Progressive ratio test 1 inactive lever presses0.80.91.11.10.90.8
Progressive ratio test 2 active lever presses0.20.20.30.50.60.4
Progressive ratio test 2 breakpoint0.20.20.30.60.50.4
Progressive ratio test 2 inactive lever presses0.10.10.30.50.20.0
Total sessions with >9 infusions5.25.77.51.92.72.5
Short access day 1 total inactive lever presses0.00.00.00.20.10.0
Short access day 10 total inactive lever presses0.70.81.1-0.5-0.9-1.1
Short access day 1 total infusions1.31.41.70.91.31.3
Short access day 10 total infusions1.81.92.71.11.71.4
Short access total infusions3.03.33.51.81.91.8
Short access day 1 locomotion0.20.20.40.30.60.3
Short access day 10 total locomotion2.32.63.31.81.51.4
Short access total locomotion2.62.74.42.11.31.4
Compulsive drug intake0.10.10.20.2-0.00.4
One hour access (0.3 mA shock)2.53.04.22.01.51.6
One hour access (shock baseline)0.10.10.30.5-0.1-0.2
Number of responses in last shaping day0.40.40.70.20.80.7
Context. condit. distance diff. score0.50.60.7-0.6-0.7-0.9
Locomotion velocity, session 10.00.00.10.20.30.1
Locomotion distance, session 10.81.11.11.01.11.0
Locomotion velocity, session 20.00.00.0-0.2-0.1-0.2
Locomotion distance, session 22.02.93.51.41.91.8
Locomotion velocity, session 30.40.40.60.50.80.7
Locomotion distance, session 30.20.30.6-0.20.80.4
Stereotopy head waving bouts, day 30.60.71.0-0.5-1.0-0.8
Stereotopy head waving duration, day 30.30.40.7-0.3-0.8-0.6
Locomotion velocity, session 71.01.12.30.11.51.0
Locomotion distance, session 70.20.30.7-0.80.3-0.0
Stereotopy head waving bouts, day 70.30.30.50.70.50.6
Stereotopy head waving duration, day 71.82.22.31.41.41.5
Locomotion velocity, session 80.00.00.00.10.20.2
Locomotion distance, session 80.10.20.40.40.60.4
Degree of sensitization distance0.20.20.5-0.0-0.7-0.3
Degree of sensitization stereotypy1.81.92.21.31.51.4
Condit. Reinf. active minus inactive responses0.20.20.3-0.3-0.5-0.5
Condit. Reinf. active-inactive response ratio0.10.10.1-0.3-0.3-0.3
Condit. Reinf. active responses0.10.10.2-0.1-0.4-0.4
Condit. Reinf. inactive responses0.00.00.10.3-0.00.1
Incentive salience index mean0.00.00.1-0.30.1-0.1
Condit. Reinf. lever presses0.10.20.4-0.70.0-0.3
Time in familiar zone, hab. session 10.30.30.50.3-0.7-0.5
Time in novel zone, hab. session 10.40.40.6-0.60.80.6
Total zone transitions, hab. session 13.75.25.82.42.12.2
Total locomotion distance, hab. session 17.010.010.73.33.03.3
Locomotion velocity, hab. session 15.78.29.63.12.62.9
Time in familiar zone, hab. session 20.50.50.60.80.60.8
Time in novel zone, hab. session 20.10.10.1-0.2-0.2-0.3
Total zone transitions, hab. session 23.03.94.32.11.92.0
Total locomotion distance, hab. session 24.05.35.82.32.22.4
Locomotion velocity, hab. session 24.76.46.92.52.52.6
Novel to familiar place preference ratio0.50.60.8-0.4-0.9-0.9
Novelty place preference0.60.60.8-0.4-0.9-0.9
Time in novel zone, NPP test0.50.50.8-0.3-0.9-0.8
Total zone transitions, NPP test2.23.13.31.81.81.7
Total locomotion distance, NPP test2.53.43.61.91.81.9
Locomotion velocity, NPP test2.02.83.01.71.61.7
Pavlov. Cond. lever latency0.30.40.90.4-1.0-0.5
Pavlov. Cond. magazine entry latency1.31.72.80.41.71.4
Pavlov. Cond. change in total contacts0.70.71.0-1.01.00.5
Pavlov. Cond. index score0.50.71.3-0.41.10.7
Pavlov. Cond. latency score0.50.61.2-0.21.10.7
Pavlov. Cond. lever contacts0.60.81.5-0.41.20.8
Pavlov. Cond. magazine entry number0.50.71.30.5-1.1-0.7
Pavlov. Cond. intertrial magazine entries0.60.71.50.0-1.2-0.8
Pavlov. Cond. lever-magazine prob. diff.0.70.91.9-0.11.41.0
Pavlov. Cond. response bias0.70.81.4-0.71.20.7
Bone: apparent density1.11.82.01.21.41.4
Bone surface1.01.82.60.81.61.5
Bone volume1.93.34.01.42.01.9
Bone: connectivity density0.50.81.00.71.00.9
Bone: cortical apparent density0.60.81.0-0.7-0.9-1.0
Bone: cortical area3.95.97.12.02.72.6
Bone: cortical porosity0.60.70.90.60.90.9
Bone: cortical porosity0.10.10.20.20.30.4
Bone: cortical thickness1.93.23.61.61.81.9
Bone: cortical thickness0.50.60.80.90.60.8
Bone: cortical tissue density0.60.81.0-0.7-1.0-1.0
Bone: elastic displacement0.30.30.6-0.1-0.8-0.5
Bone: elastic work0.40.50.60.70.70.8
Bone: endosteal estimation1.53.24.61.12.11.9
Bone: endosteal perimeter0.81.62.80.51.71.3
Bone: final force6.911.313.03.03.63.5
Bone: final moment5.89.610.72.83.33.2
Bone: marrow area1.32.84.11.02.01.8
Bone: maximum diameter2.34.25.21.62.32.2
Bone: maximum force5.59.511.12.73.33.2
Bone: maximum moment4.57.88.82.53.02.9
Bone: minimum diameter1.93.54.81.32.22.1
Bone: periosteal estimation3.46.99.01.93.02.8
Bone: periosteal perimeter1.62.73.61.21.91.7
Bone: post-yield work2.23.03.21.71.71.8
Bone: stiffness4.57.28.32.42.92.7
Bone: tissue strength0.00.00.0-0.10.20.1
Bone: trabecular number0.81.21.31.11.11.1
Bone: trabecular spacing1.01.31.6-1.3-1.0-1.2
Bone: trabecular thickness3.34.06.02.51.42.0
Bone: trabecular tissue density0.00.00.10.30.10.1
Breakpoint value in progressive ratio session1.51.72.2-0.8-1.5-1.5
Distance traveled before self-admin0.10.10.20.30.40.2
Distance traveled after self-admin1.82.02.70.91.61.6
Delta time in closed arm before/after self-admin0.50.51.1-1.1-0.4-0.5
Delta time in open arm before/after self-admin3.53.35.12.21.61.6
Diff in mean of infusions in LGA sessions0.50.50.70.6-0.9-0.6
Extinction: sum of active levers before priming0.30.30.4-0.4-0.6-0.7
Active lever presses in extinction session 60.10.10.10.3-0.3-0.3
Delta distance traveled before/after self-admin1.21.31.70.71.31.3
Delta ambulatory time before/after self-admin1.01.11.50.71.21.1
Time in closed arm before self-admin1.11.31.51.21.11.1
Time in closed arm after self-admin0.60.61.1-0.4-1.0-0.7
Time in open arm before self-admin3.13.33.3-1.8-1.8-1.8
Time in open arm after self-admin1.41.52.11.21.41.1
Sum of active levers in priming session hrs 5-60.10.10.2-0.3-0.4-0.5
Time to tail flick, vehicle, before self-admin0.20.20.40.30.30.6
Time to tail flick, vehicle, after self-admin1.31.42.0-1.1-1.1-1.4
Time to tail flick, test, before self-admin0.10.00.1-0.00.40.1
Time to tail flick, test, after self-admin0.80.91.4-0.9-0.6-1.2
Delta time to tail flick, vehicle, before/after SA0.30.20.5-0.3-0.4-0.7
Delta time to tail flick, test, before/after SA0.10.10.2-0.1-0.1-0.4
Ambulatory time before self-admin0.00.00.10.20.30.1
Ambulatory time after self-admin1.82.02.80.71.71.7
Total heroin consumption0.40.50.7-0.5-0.7-0.9
Area under the delay curve0.20.20.2-0.3-0.4-0.4
Delay disc. indifference point, 0s delay0.60.71.10.51.00.9
Delay disc. indifference point, 16s delay5.05.16.7-1.7-2.6-2.4
Delay disc. indifference point, 2s delay4.34.85.61.82.42.3
Delay disc. indifference point, 24s delay3.73.64.3-1.6-2.0-2.1
Delay disc. indifference point, 4s delay0.10.10.20.40.20.2
Delay disc. indifference point, 8s delay0.00.00.0-0.10.2-0.1
Delay discount exponential model param0.20.20.30.40.50.5
Delay discount hyperbolic model param0.00.00.00.10.20.2
Fecal boli incidents, locomotor time 10.70.71.5-1.2-0.6-0.6
Change in fecal boli incidents, locomotor task0.70.61.51.20.30.6
Time >=10cm from walls, locomotor time 11.41.41.71.01.31.2
Bouts of movement, locomotor time 12.93.24.2-1.4-2.0-1.9
Total resting periods, locomotor time 13.84.24.7-1.8-2.2-2.1
Rest time, locomotor task time 11.82.04.1-2.0-0.9-1.0
Distance moved, locomotor task time 12.52.75.12.31.11.3
Vertical activity count, locomotor time 14.85.07.82.81.82.0
Time >=10cm from walls, locomotor time 23.13.24.61.32.21.8
Bouts of movement, locomotor time 20.10.10.2-0.30.40.1
Total resting periods, locomotor time 20.20.20.4-0.20.60.3
Rest time, locomotor task time 20.00.00.0-0.10.1-0.0
Distance moved, locomotor task time 20.70.80.80.90.90.9
Vertical activity count, locomotor time 21.21.31.91.40.91.1
Weight adjusted by age0.10.10.10.40.30.2
Seeking ratio, delayed vs. immediate footshock0.00.00.1-0.0-0.10.3
Locomotion in novel chamber0.80.91.51.20.70.9
Locomotion in novel chamber post-restriction0.20.30.60.2-0.7-0.5
Progressive ratio0.10.10.20.4-0.4-0.1
Food seeking constrained by brief footshock1.31.51.9-1.1-1.4-1.3
Seeking ratio, punishment vs. effort0.10.10.1-0.30.40.0
Run reversals in cocaine runway, females5.55.56.91.82.52.6
Run reversals in cocaine runway, males0.20.20.4-0.4-0.4-0.6
Latency to leave start box in cocaine runway0.20.20.30.5-0.4-0.3
Latency to leave start box in cocaine runway, F0.20.20.4-0.4-0.4-0.6
Latency to leave start box in cocaine runway, M0.40.30.91.0-0.3-0.0
Cd content in liver5.05.47.8-1.5-2.8-2.5
Co content in liver0.40.51.00.3-1.0-0.6
Cu content in liver0.60.81.71.30.30.7
Fe content in liver0.50.50.8-0.1-0.9-0.9
K content in liver0.10.10.20.50.10.1
Mg content in liver0.20.20.2-0.2-0.5-0.5
Mn content in liver0.10.20.4-0.10.60.4
Na content in liver4.54.77.21.22.72.3
Rb content in liver0.70.91.70.6-1.3-0.9
Se content in liver0.20.20.30.50.50.3
Sr content in liver0.60.60.70.50.80.8
Zn content in liver2.73.03.51.51.81.9