LOC120099980

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 LOC120099980 0.22 0.09 0.0e+00 0.14 0.15 0.15 0.14 9.5e-16 4.5e-16 3.9e-16 7.4e-16

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 density0.10.20.2-0.4
Area under the delay curve0.91.31.3-1.1
BMI with tail0.10.20.2-0.4
BMI without tail0.10.40.4-0.6
Body weight0.73.03.01.7
Weight adjusted by age1.23.43.41.8
Bone surface1.73.33.31.8
Bone volume0.30.60.60.8
Breakpoint value in progressive ratio session1.73.13.11.8
Number of licking bursts0.10.40.40.6
Context. condit. distance diff. score2.12.52.5-1.6
Locomotion velocity, session 10.00.00.0-0.0
Locomotion distance, session 10.20.30.3-0.5
Locomotion velocity, session 20.70.90.90.9
Locomotion distance, session 20.00.00.0-0.2
Locomotion velocity, session 30.70.80.8-0.9
Locomotion distance, session 30.00.00.0-0.1
Stereotopy head waving bouts, day 32.12.62.6-1.6
Stereotopy head waving duration, day 31.51.91.9-1.4
Locomotion velocity, session 71.61.81.8-1.3
Locomotion distance, session 70.50.60.6-0.8
Stereotopy head waving bouts, day 70.00.00.0-0.2
Stereotopy head waving duration, day 70.20.20.20.4
Locomotion velocity, session 80.80.90.91.0
Locomotion distance, session 80.81.11.1-1.1
Degree of sensitization distance0.40.40.4-0.6
Degree of sensitization stereotypy0.40.50.50.7
Conditioned locomotion1.21.41.41.2
Cocaine response after cond. corrected1.11.71.7-1.3
Cocaine response after cond. not corrected0.81.21.2-1.1
Cocaine response before conditioning0.91.01.01.0
Saline control response1.92.62.61.6
Bone: connectivity density0.20.30.30.6
Bone: cortical apparent density0.20.30.30.6
Bone: cortical area1.01.61.61.3
Bone: cortical porosity0.10.10.1-0.2
Bone: cortical porosity0.00.00.00.1
Bone: cortical thickness4.26.96.92.6
Bone: cortical thickness0.81.01.01.0
Bone: cortical tissue density0.30.50.50.7
Condit. Reinf. active minus inactive responses0.00.00.0-0.1
Condit. Reinf. active-inactive response ratio0.00.00.0-0.1
Condit. Reinf. active responses0.00.00.0-0.2
Condit. Reinf. inactive responses0.10.20.2-0.4
Incentive salience index mean0.00.00.0-0.1
Condit. Reinf. lever presses0.10.20.20.4
Condit. Reinf. active minus inactive responses0.00.00.0-0.1
Condit. Reinf. active-inactive response ratio0.20.30.3-0.5
Condit. Reinf. active responses0.00.00.0-0.0
Condit. Reinf. inactive responses0.00.00.0-0.0
Condit. Reinf. lever presses1.52.22.21.5
Condit. Reinf. lever reinforcers received0.10.10.10.3
Conditioned reinforcement - actives0.20.90.91.0
Conditioned reinforcement - inactives0.10.40.4-0.6
Conditioned locomotion2.53.73.7-1.9
Patch foraging indifference point 0 sec0.00.10.1-0.3
Patch foraging indifference point AUC1.74.24.22.0
Delay disc. indifference point, 0s delay3.54.04.0-2.0
Delay disc. indifference point, 16s delay0.60.90.9-0.9
Delay disc. indifference point, 2s delay0.60.70.7-0.8
Delay disc. indifference point, 24s delay0.00.10.1-0.2
Delay disc. indifference point, 4s delay1.51.61.6-1.3
Delay disc. indifference point, 8s delay0.71.11.1-1.1
Indifference point function ln k3.811.411.4-3.4
Indifference point function log k3.811.411.4-3.4
Patch foraging total patch changes 0 sec0.00.00.0-0.1
Patch foraging total patch changes 12 sec2.53.33.31.8
Patch foraging total patch changes 18 sec0.10.30.30.6
Patch foraging total patch changes 24 sec0.93.03.01.7
Patch foraging total patch changes 6 sec0.40.60.60.8
Patch foraging time to switch 0 sec0.00.10.10.3
Patch foraging water rate 0 sec0.20.90.9-0.9
Patch foraging water rate 12 sec1.35.25.2-2.3
Patch foraging water rate 18 sec1.22.72.7-1.7
Patch foraging water rate 24 sec1.31.81.8-1.3
Patch foraging water rate 6 sec1.52.22.2-1.5
Seeking ratio, delayed vs. immediate footshock0.60.90.9-0.9
Distance traveled before self-admin0.10.30.30.5
Distance traveled after self-admin0.30.50.50.7
Extensor digitorum longus weight4.618.518.54.3
Bone: elastic displacement0.00.00.0-0.1
Bone: elastic work0.91.21.21.1
Bone: endosteal estimation1.64.04.0-2.0
Bone: endosteal perimeter1.74.14.1-2.0
Epididymis fat weight1.26.26.2-2.5
Delta time in closed arm before/after self-admin0.00.00.00.1
Delta time in open arm before/after self-admin1.01.11.11.1
Diff in mean of infusions in LGA sessions0.71.21.21.1
Delay discount exponential model param0.60.90.90.9
Extinction: sum of active levers before priming0.60.80.80.9
Active lever presses in extinction session 64.84.84.82.2
Bone: final force1.52.42.41.6
Bone: final moment1.32.12.11.5
Food consumed during 24 hour testing period0.40.90.90.9
Glucose5.18.18.1-2.8
Heart weight4.77.67.6-2.7
Delay discount hyperbolic model param0.81.01.01.0
Intermittent access intake day 1-15 change0.00.00.0-0.1
Intermittent access intake escalation0.00.00.00.1
Intermittent access intake escalation 20.00.00.00.1
Intermitt. access day 1 inactive lever presses0.00.00.0-0.0
Intermitt. access day 15 inactive lever presses0.10.70.7-0.8
Intermitt. access escalation Index2.16.56.5-2.6
Intermittent access day 1 total infusions2.16.36.3-2.5
Intermittent access day 15 total infusions1.33.13.1-1.8
Intermittent access terminal intake (last 3 days)1.73.03.0-1.7
Intermittent access total infusions3.33.93.9-2.0
Intermittent access day 1 locomotion2.24.04.0-2.0
Intermittent access day 15 total locomotion0.72.72.7-1.6
Intermittent access total locomotion5.16.26.2-2.5
Intermittent access standard deviation0.00.20.2-0.4
Left kidney weight0.53.83.8-2.0
Right kidney weight0.10.80.8-0.9
Cocaine induced anxiety0.10.20.20.4
Post-drug Anxiety1.01.11.11.0
Baseline Anxiety0.10.20.20.5
Tail length0.31.81.81.4
Length with tail1.77.57.52.7
Length without tail1.36.86.82.6
Times rat made contact with spout0.00.00.00.1
Lifetime Intake2.73.43.4-1.8
Liver weight, left0.61.01.0-1.0
Liver weight, right2.23.83.8-2.0
Locomotor activity0.71.11.1-1.0
Locomotor testing distance0.81.91.9-1.4
Locomotor testing rearing0.82.92.9-1.7
Locomotion in novel chamber3.04.04.0-2.0
Locomotion in novel chamber post-restriction0.72.12.1-1.5
Fecal boli incidents, locomotor time 10.20.60.60.8
Change in fecal boli incidents, locomotor task0.50.50.5-0.7
Time >=10cm from walls, locomotor time 11.21.51.5-1.2
Bouts of movement, locomotor time 12.02.62.61.6
Total resting periods, locomotor time 11.51.71.71.3
Rest time, locomotor task time 10.40.60.6-0.8
Distance moved, locomotor task time 10.10.30.3-0.5
Vertical activity count, locomotor time 10.10.60.6-0.8
Time >=10cm from walls, locomotor time 20.00.00.00.1
Bouts of movement, locomotor time 20.20.60.60.8
Total resting periods, locomotor time 20.00.20.20.4
Rest time, locomotor task time 21.42.42.4-1.5
Distance moved, locomotor task time 20.81.11.11.1
Vertical activity count, locomotor time 20.30.60.60.8
Light reinforcement 10.00.10.1-0.3
Light reinforcement 20.00.10.1-0.3
Bone: marrow area1.94.54.5-2.1
Bone: maximum diameter0.30.60.60.8
Bone: maximum force1.02.02.01.4
Bone: maximum moment0.91.71.71.3
Mean time between licks in bursts0.00.10.10.3
Mean num. licks in bursts0.20.60.6-0.8
Cd content in liver0.30.40.4-0.6
Co content in liver0.30.30.3-0.5
Cu content in liver0.20.30.3-0.5
Fe content in liver0.30.40.40.6
K content in liver0.00.00.0-0.1
Mg content in liver1.21.31.3-1.2
Mn content in liver3.74.24.22.0
Na content in liver0.80.90.91.0
Rb content in liver2.63.13.1-1.8
Se content in liver0.00.00.0-0.0
Sr content in liver4.13.63.61.9
Zn content in liver0.00.00.00.1
Bone: minimum diameter2.24.24.2-2.1
Time in familiar zone, hab. session 10.50.60.6-0.8
Time in novel zone, hab. session 10.00.00.00.0
Total zone transitions, hab. session 10.20.30.30.6
Total locomotion distance, hab. session 10.71.11.1-1.0
Locomotion velocity, hab. session 10.20.30.3-0.6
Time in familiar zone, hab. session 20.00.00.00.2
Time in novel zone, hab. session 20.10.10.1-0.4
Total zone transitions, hab. session 20.10.20.2-0.4
Total locomotion distance, hab. session 21.52.02.0-1.4
Locomotion velocity, hab. session 21.72.22.2-1.5
Novel to familiar place preference ratio0.70.90.90.9
Novelty place preference0.20.30.30.5
Time in novel zone, NPP test0.10.20.20.4
Total zone transitions, NPP test0.40.60.60.8
Total locomotion distance, NPP test0.30.40.4-0.7
Locomotion velocity, NPP test0.20.30.3-0.5
Intraocular pressure0.10.10.10.3
Delta distance traveled before/after self-admin0.00.00.00.1
Delta ambulatory time before/after self-admin0.00.00.00.2
Parametrial fat weight3.48.18.1-2.8
Pavlov. Cond. lever latency0.00.00.0-0.1
Pavlov. Cond. magazine entry latency0.00.00.0-0.2
Pavlov. Cond. change in total contacts0.00.00.00.1
Pavlov. Cond. index score0.10.10.10.3
Pavlov. Cond. latency score0.00.00.00.0
Pavlov. Cond. lever contacts0.00.00.0-0.2
Pavlov. Cond. magazine entry number0.40.60.6-0.7
Pavlov. Cond. intertrial magazine entries0.00.00.0-0.0
Pavlov. Cond. lever-magazine prob. diff.0.10.10.10.4
Pavlov. Cond. response bias0.30.30.30.6
Pavlov. Cond. lever latency0.91.31.3-1.1
Pavlov. Cond. magazine entry latency2.02.82.81.7
Pavlov. Cond. change in total contacts0.81.91.91.4
Pavlov. Cond. index score1.52.42.41.5
Pavlov. Cond. latency score1.32.12.11.5
Pavlov. Cond. lever contacts0.81.21.21.1
Pavlov. Cond. magazine entry number4.55.95.9-2.4
Pavlov. Cond. intertrial magazine entries0.30.70.7-0.9
Pavlov. Cond. lever-magazine prob. diff.1.92.92.91.7
Pavlov. Cond. response bias1.52.12.11.4
Time in closed arm before self-admin0.10.20.2-0.5
Time in closed arm after self-admin0.10.20.2-0.4
Time in open arm before self-admin1.01.21.2-1.1
Time in open arm after self-admin0.00.00.00.2
Bone: periosteal estimation0.00.10.1-0.3
Bone: periosteal perimeter0.00.00.0-0.0
Bone: post-yield work0.91.51.5-1.2
Progressive ratio test 1 active lever presses0.10.10.1-0.3
Progressive ratio test 1 breakpoint0.00.00.0-0.2
Progressive ratio test 1 inactive lever presses0.00.00.00.0
Progressive ratio test 2 active lever presses0.81.11.1-1.0
Progressive ratio test 2 breakpoint0.70.90.9-0.9
Progressive ratio test 2 inactive lever presses1.75.45.4-2.3
Incentive Sensitization - Responses0.00.00.0-0.2
Incentive Sensitization - Breakpoint0.10.10.1-0.4
Sum of active levers in priming session hrs 5-68.68.18.12.8
Progressive ratio0.10.20.2-0.4
Food seeking constrained by brief footshock0.00.00.00.2
Seeking ratio, punishment vs. effort0.10.10.1-0.4
Retroperitoneal fat weight7.533.733.7-5.8
Reaction time number correct0.20.80.80.9
Reaction time mean minus median0.64.14.12.0
Reaction time mean minus median AUC0.53.03.01.7
Reaction time num false alarms0.30.40.4-0.7
Reaction time num false alarms AUC0.00.00.0-0.2
Reaction time trials correct on left0.20.80.80.9
Reaction time trials on left0.31.11.11.0
Reaction time mean0.10.20.20.4
Reaction time mean AUC0.00.10.10.3
Median of all reaction times0.00.00.0-0.2
Reaction time omissions1.42.32.31.5
Reaction time false alarm rate0.40.60.6-0.8
Reaction time premature initiation rate0.91.41.41.2
Reaction time premature initiations1.34.04.02.0
Std. dev. reaction times0.51.61.61.2
Reaction time trials completed0.31.11.11.0
Reaction time trials AUC0.20.60.60.8
Run reversals in cocaine runway, females0.60.60.6-0.8
Run reversals in cocaine runway, males0.40.40.40.7
Latency to leave start box in cocaine runway0.50.70.7-0.8
Latency to leave start box in cocaine runway, F0.50.60.6-0.8
Latency to leave start box in cocaine runway, M0.00.00.00.1
Std. dev. time between licks in bursts0.00.00.0-0.0
Total sessions with >9 infusions0.30.40.4-0.6
Short access day 1 total inactive lever presses1.22.42.4-1.5
Short access day 10 total inactive lever presses0.10.50.5-0.7
Short access day 1 total infusions1.73.43.4-1.8
Short access day 10 total infusions1.62.62.6-1.6
Short access total infusions1.42.02.0-1.4
Short access day 1 locomotion1.22.02.0-1.4
Short access day 10 total locomotion0.41.81.8-1.3
Short access total locomotion1.52.32.3-1.5
One hour access (0.3 mA shock)4.14.94.9-2.2
Compulsive drug intake0.91.31.31.1
One hour access (shock baseline)1.84.74.7-2.2
Social response proportion0.60.80.80.9
Social responses0.30.40.40.7
Social time0.30.50.50.7
Soleus weight3.08.98.9-3.0
Bone: stiffness0.71.21.21.1
Tibialis anterior weight10.335.435.45.9
Time to tail flick, vehicle, before self-admin0.00.00.0-0.1
Time to tail flick, vehicle, after self-admin0.20.50.5-0.7
Time to tail flick, test, before self-admin4.75.45.4-2.3
Time to tail flick, test, after self-admin0.40.40.40.6
Delta time to tail flick, vehicle, before/after SA0.00.00.0-0.1
Delta time to tail flick, test, before/after SA6.48.08.02.8
Tibia length2.36.46.42.5
Ambulatory time before self-admin0.10.30.30.6
Ambulatory time after self-admin0.10.10.1-0.3
Bone: tissue strength0.00.00.0-0.1
Total heroin consumption3.54.14.12.0
Bone: trabecular number0.00.10.10.3
Bone: trabecular spacing0.30.50.5-0.7
Bone: trabecular thickness0.60.90.9-0.9
Bone: trabecular tissue density1.22.12.1-1.5
Water consumed over 24 hours0.40.80.80.9
Number of responses in last shaping day0.00.00.00.1