LOC120095191

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 Adipose gene expression LOC120095191 0.03 0.02 7.7e-04 0.02 0.01 0.01 0.01 2.2e-03 1.0e-02 5.1e-02 8.6e-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
Bone: apparent density1.83.33.3-1.8
Area under the delay curve0.30.50.5-0.7
BMI with tail0.10.20.2-0.5
BMI without tail0.84.34.3-2.1
Body weight2.812.012.0-3.5
Weight adjusted by age0.10.20.2-0.4
Bone surface6.312.412.4-3.5
Bone volume5.611.211.2-3.3
Breakpoint value in progressive ratio session0.10.20.2-0.4
Number of licking bursts0.00.00.0-0.2
Context. condit. distance diff. score1.72.02.01.4
Locomotion velocity, session 13.43.83.8-1.9
Locomotion distance, session 11.01.31.3-1.1
Locomotion velocity, session 21.31.51.5-1.2
Locomotion distance, session 20.10.10.1-0.3
Locomotion velocity, session 30.20.30.3-0.5
Locomotion distance, session 30.20.20.2-0.5
Stereotopy head waving bouts, day 30.00.00.0-0.0
Stereotopy head waving duration, day 30.00.00.00.1
Locomotion velocity, session 70.10.10.10.4
Locomotion distance, session 70.30.40.40.7
Stereotopy head waving bouts, day 70.20.20.20.5
Stereotopy head waving duration, day 70.81.01.01.0
Locomotion velocity, session 80.70.80.8-0.9
Locomotion distance, session 80.20.30.30.5
Degree of sensitization distance0.20.20.20.5
Degree of sensitization stereotypy1.11.21.21.1
Conditioned locomotion0.10.10.10.4
Cocaine response after cond. corrected0.00.00.00.0
Cocaine response after cond. not corrected0.00.00.0-0.2
Cocaine response before conditioning0.30.30.3-0.6
Saline control response0.20.30.3-0.5
Bone: connectivity density2.23.53.5-1.9
Bone: cortical apparent density2.03.13.11.8
Bone: cortical area1.93.03.0-1.7
Bone: cortical porosity13.614.714.7-3.8
Bone: cortical porosity10.611.711.7-3.4
Bone: cortical thickness1.11.91.91.4
Bone: cortical thickness1.01.31.31.1
Bone: cortical tissue density1.82.82.81.7
Condit. Reinf. active minus inactive responses2.93.33.3-1.8
Condit. Reinf. active-inactive response ratio0.20.20.2-0.5
Condit. Reinf. active responses3.74.74.7-2.2
Condit. Reinf. inactive responses2.22.92.9-1.7
Incentive salience index mean2.73.53.5-1.9
Condit. Reinf. lever presses0.71.11.1-1.0
Condit. Reinf. active minus inactive responses5.17.87.8-2.8
Condit. Reinf. active-inactive response ratio3.04.74.7-2.2
Condit. Reinf. active responses7.010.110.1-3.2
Condit. Reinf. inactive responses2.23.23.2-1.8
Condit. Reinf. lever presses1.92.82.8-1.7
Condit. Reinf. lever reinforcers received6.28.78.7-3.0
Conditioned reinforcement - actives0.10.50.5-0.7
Conditioned reinforcement - inactives0.20.60.6-0.7
Conditioned locomotion2.03.03.0-1.7
Patch foraging indifference point 0 sec1.33.73.7-1.9
Patch foraging indifference point AUC0.10.20.2-0.5
Delay disc. indifference point, 0s delay0.00.00.0-0.2
Delay disc. indifference point, 16s delay0.50.80.8-0.9
Delay disc. indifference point, 2s delay3.23.63.6-1.9
Delay disc. indifference point, 24s delay1.01.61.6-1.2
Delay disc. indifference point, 4s delay0.20.20.2-0.4
Delay disc. indifference point, 8s delay0.00.00.0-0.1
Indifference point function ln k0.10.40.4-0.6
Indifference point function log k0.10.40.4-0.6
Patch foraging total patch changes 0 sec1.64.64.6-2.1
Patch foraging total patch changes 12 sec1.21.61.6-1.3
Patch foraging total patch changes 18 sec0.40.90.9-1.0
Patch foraging total patch changes 24 sec1.13.83.8-1.9
Patch foraging total patch changes 6 sec1.32.22.2-1.5
Patch foraging time to switch 0 sec0.00.10.10.4
Patch foraging water rate 0 sec0.62.42.4-1.5
Patch foraging water rate 12 sec0.00.00.00.2
Patch foraging water rate 18 sec0.10.10.1-0.4
Patch foraging water rate 24 sec0.20.30.30.5
Patch foraging water rate 6 sec0.40.60.6-0.8
Seeking ratio, delayed vs. immediate footshock0.00.00.00.2
Distance traveled before self-admin0.10.20.2-0.4
Distance traveled after self-admin0.50.80.80.9
Extensor digitorum longus weight2.49.49.43.1
Bone: elastic displacement0.40.50.50.7
Bone: elastic work0.40.50.5-0.7
Bone: endosteal estimation10.024.624.6-5.0
Bone: endosteal perimeter11.227.527.5-5.2
Epididymis fat weight0.31.71.7-1.3
Delta time in closed arm before/after self-admin1.61.51.51.2
Delta time in open arm before/after self-admin0.10.20.2-0.4
Diff in mean of infusions in LGA sessions0.20.30.30.6
Delay discount exponential model param0.50.70.70.8
Extinction: sum of active levers before priming0.00.00.00.1
Active lever presses in extinction session 60.90.90.9-0.9
Bone: final force0.50.80.8-0.9
Bone: final moment0.71.11.1-1.0
Food consumed during 24 hour testing period1.12.22.2-1.5
Glucose0.40.60.60.8
Heart weight0.00.10.10.2
Delay discount hyperbolic model param0.81.01.01.0
Intermittent access intake day 1-15 change0.00.00.00.2
Intermittent access intake escalation0.00.10.1-0.3
Intermittent access intake escalation 20.10.10.1-0.3
Intermitt. access day 1 inactive lever presses0.33.93.9-2.0
Intermitt. access day 15 inactive lever presses0.63.33.3-1.8
Intermitt. access escalation Index1.34.14.12.0
Intermittent access day 1 total infusions0.20.50.5-0.7
Intermittent access day 15 total infusions0.30.80.8-0.9
Intermittent access terminal intake (last 3 days)1.01.71.7-1.3
Intermittent access total infusions1.01.21.2-1.1
Intermittent access day 1 locomotion1.42.52.5-1.6
Intermittent access day 15 total locomotion0.51.91.9-1.4
Intermittent access total locomotion4.35.15.1-2.3
Intermittent access standard deviation0.10.30.3-0.5
Left kidney weight0.00.00.00.1
Right kidney weight0.00.10.1-0.2
Cocaine induced anxiety0.71.81.81.4
Post-drug Anxiety0.60.70.70.8
Baseline Anxiety0.20.40.4-0.6
Tail length2.714.714.7-3.8
Length with tail2.611.711.7-3.4
Length without tail0.10.40.4-0.6
Times rat made contact with spout0.20.30.3-0.5
Lifetime Intake1.41.71.7-1.3
Liver weight, left3.05.25.2-2.3
Liver weight, right0.10.10.10.3
Locomotor activity0.10.20.2-0.5
Locomotor testing distance0.20.60.6-0.8
Locomotor testing rearing0.00.00.00.2
Locomotion in novel chamber0.10.20.2-0.4
Locomotion in novel chamber post-restriction0.41.21.2-1.1
Fecal boli incidents, locomotor time 10.10.10.10.4
Change in fecal boli incidents, locomotor task0.00.00.00.1
Time >=10cm from walls, locomotor time 15.26.46.42.5
Bouts of movement, locomotor time 10.10.20.20.4
Total resting periods, locomotor time 10.10.10.10.3
Rest time, locomotor task time 10.10.10.10.3
Distance moved, locomotor task time 10.10.20.2-0.4
Vertical activity count, locomotor time 10.10.50.5-0.7
Time >=10cm from walls, locomotor time 20.10.20.20.4
Bouts of movement, locomotor time 20.00.00.00.0
Total resting periods, locomotor time 20.10.20.20.5
Rest time, locomotor task time 21.42.32.31.5
Distance moved, locomotor task time 20.10.10.1-0.4
Vertical activity count, locomotor time 20.51.21.2-1.1
Light reinforcement 10.52.32.3-1.5
Light reinforcement 21.12.42.4-1.6
Bone: marrow area9.623.523.5-4.8
Bone: maximum diameter5.210.510.5-3.2
Bone: maximum force1.32.52.5-1.6
Bone: maximum moment1.73.13.1-1.8
Mean time between licks in bursts0.00.00.0-0.1
Mean num. licks in bursts0.00.10.1-0.2
Cd content in liver6.06.76.72.6
Co content in liver1.11.31.31.1
Cu content in liver0.70.90.9-0.9
Fe content in liver0.00.00.00.1
K content in liver0.20.20.2-0.5
Mg content in liver1.21.31.31.1
Mn content in liver0.00.00.0-0.2
Na content in liver0.40.50.5-0.7
Rb content in liver2.63.03.01.7
Se content in liver2.22.62.61.6
Sr content in liver0.90.80.8-0.9
Zn content in liver1.01.21.21.1
Bone: minimum diameter12.524.024.0-4.9
Time in familiar zone, hab. session 10.00.00.0-0.0
Time in novel zone, hab. session 10.10.10.10.3
Total zone transitions, hab. session 10.00.00.00.0
Total locomotion distance, hab. session 11.21.71.7-1.3
Locomotion velocity, hab. session 11.82.52.5-1.6
Time in familiar zone, hab. session 20.10.10.10.4
Time in novel zone, hab. session 20.20.20.2-0.5
Total zone transitions, hab. session 20.20.20.20.5
Total locomotion distance, hab. session 20.00.00.0-0.2
Locomotion velocity, hab. session 20.00.00.0-0.2
Novel to familiar place preference ratio0.30.40.4-0.6
Novelty place preference0.20.30.3-0.5
Time in novel zone, NPP test0.10.10.1-0.4
Total zone transitions, NPP test0.00.00.0-0.2
Total locomotion distance, NPP test0.70.90.9-1.0
Locomotion velocity, NPP test0.60.80.8-0.9
Intraocular pressure1.01.61.6-1.3
Delta distance traveled before/after self-admin1.41.51.51.2
Delta ambulatory time before/after self-admin0.40.70.70.8
Parametrial fat weight1.43.33.3-1.8
Pavlov. Cond. lever latency3.03.83.81.9
Pavlov. Cond. magazine entry latency5.77.37.3-2.7
Pavlov. Cond. change in total contacts6.16.66.6-2.6
Pavlov. Cond. index score4.65.85.8-2.4
Pavlov. Cond. latency score3.54.44.4-2.1
Pavlov. Cond. lever contacts3.74.44.4-2.1
Pavlov. Cond. magazine entry number4.75.95.92.4
Pavlov. Cond. intertrial magazine entries0.60.70.7-0.8
Pavlov. Cond. lever-magazine prob. diff.5.77.07.0-2.7
Pavlov. Cond. response bias8.410.410.4-3.2
Pavlov. Cond. lever latency0.40.60.60.8
Pavlov. Cond. magazine entry latency0.91.31.31.1
Pavlov. Cond. change in total contacts0.10.20.2-0.5
Pavlov. Cond. index score0.00.10.1-0.2
Pavlov. Cond. latency score0.00.00.0-0.2
Pavlov. Cond. lever contacts0.30.40.4-0.7
Pavlov. Cond. magazine entry number2.33.03.0-1.7
Pavlov. Cond. intertrial magazine entries8.318.218.2-4.3
Pavlov. Cond. lever-magazine prob. diff.0.00.00.0-0.1
Pavlov. Cond. response bias0.00.00.0-0.1
Time in closed arm before self-admin0.00.00.00.1
Time in closed arm after self-admin1.71.91.91.4
Time in open arm before self-admin1.51.91.91.4
Time in open arm after self-admin0.40.40.4-0.6
Bone: periosteal estimation8.319.719.7-4.4
Bone: periosteal perimeter4.99.69.6-3.1
Bone: post-yield work0.61.01.0-1.0
Progressive ratio test 1 active lever presses1.52.72.7-1.6
Progressive ratio test 1 breakpoint1.83.23.2-1.8
Progressive ratio test 1 inactive lever presses1.13.03.0-1.7
Progressive ratio test 2 active lever presses3.55.05.0-2.2
Progressive ratio test 2 breakpoint4.15.25.2-2.3
Progressive ratio test 2 inactive lever presses0.41.41.4-1.2
Incentive Sensitization - Responses0.92.62.6-1.6
Incentive Sensitization - Breakpoint1.12.52.5-1.6
Sum of active levers in priming session hrs 5-61.81.71.71.3
Progressive ratio0.10.30.3-0.6
Food seeking constrained by brief footshock0.50.70.7-0.8
Seeking ratio, punishment vs. effort0.00.10.1-0.3
Retroperitoneal fat weight0.62.82.8-1.7
Reaction time number correct0.00.00.00.0
Reaction time mean minus median0.00.20.20.5
Reaction time mean minus median AUC0.21.41.41.2
Reaction time num false alarms1.83.13.1-1.7
Reaction time num false alarms AUC1.53.53.5-1.9
Reaction time trials correct on left0.00.00.00.0
Reaction time trials on left0.00.00.0-0.1
Reaction time mean0.51.11.11.0
Reaction time mean AUC0.61.51.51.2
Median of all reaction times0.61.01.01.0
Reaction time omissions0.91.41.4-1.2
Reaction time false alarm rate1.82.52.5-1.6
Reaction time premature initiation rate0.81.31.3-1.1
Reaction time premature initiations0.41.31.3-1.1
Std. dev. reaction times0.10.40.40.7
Reaction time trials completed0.00.00.0-0.1
Reaction time trials AUC0.00.00.00.0
Run reversals in cocaine runway, females0.10.10.1-0.3
Run reversals in cocaine runway, males0.10.10.1-0.3
Latency to leave start box in cocaine runway0.10.10.10.3
Latency to leave start box in cocaine runway, F0.10.20.20.4
Latency to leave start box in cocaine runway, M0.00.00.0-0.1
Std. dev. time between licks in bursts0.10.10.10.3
Total sessions with >9 infusions0.00.00.00.1
Short access day 1 total inactive lever presses0.71.31.3-1.2
Short access day 10 total inactive lever presses0.10.60.6-0.8
Short access day 1 total infusions0.10.20.2-0.5
Short access day 10 total infusions0.60.90.9-1.0
Short access total infusions0.60.80.8-0.9
Short access day 1 locomotion0.50.90.9-0.9
Short access day 10 total locomotion1.04.04.0-2.0
Short access total locomotion1.11.61.6-1.3
One hour access (0.3 mA shock)0.50.50.5-0.7
Compulsive drug intake0.20.30.30.5
One hour access (shock baseline)0.30.80.8-0.9
Social response proportion0.50.70.70.8
Social responses0.00.00.00.2
Social time0.20.30.30.5
Soleus weight0.00.10.1-0.4
Bone: stiffness0.10.10.1-0.3
Tibialis anterior weight0.00.00.00.1
Time to tail flick, vehicle, before self-admin0.10.10.1-0.4
Time to tail flick, vehicle, after self-admin0.61.31.3-1.1
Time to tail flick, test, before self-admin1.01.11.11.1
Time to tail flick, test, after self-admin0.40.40.4-0.6
Delta time to tail flick, vehicle, before/after SA1.51.61.6-1.3
Delta time to tail flick, test, before/after SA1.11.31.3-1.1
Tibia length0.00.10.1-0.3
Ambulatory time before self-admin0.00.10.1-0.3
Ambulatory time after self-admin0.10.10.10.4
Bone: tissue strength1.71.81.81.3
Total heroin consumption0.00.00.0-0.2
Bone: trabecular number3.15.75.7-2.4
Bone: trabecular spacing2.74.04.02.0
Bone: trabecular thickness6.69.19.1-3.0
Bone: trabecular tissue density0.10.10.1-0.3
Water consumed over 24 hours0.10.20.2-0.4
Number of responses in last shaping day1.31.61.6-1.3