LOC120101919

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 Brain gene expression LOC120101919 0.11 0.07 6.9e-11 0.11 0.12 0.11 0.11 9.6e-11 7.8e-11 1.1e-10 1.1e-10

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 density2.54.64.62.1
Area under the delay curve0.00.00.00.1
BMI with tail1.65.65.6-2.4
BMI without tail0.21.21.21.1
Body weight0.41.71.71.3
Weight adjusted by age0.00.00.00.2
Bone surface0.81.71.71.3
Bone volume1.73.33.31.8
Breakpoint value in progressive ratio session0.10.20.2-0.5
Number of licking bursts1.23.63.61.9
Context. condit. distance diff. score0.00.00.00.2
Locomotion velocity, session 14.14.64.62.1
Locomotion distance, session 16.27.97.92.8
Locomotion velocity, session 20.60.80.8-0.9
Locomotion distance, session 23.85.35.32.3
Locomotion velocity, session 31.71.91.91.4
Locomotion distance, session 33.54.04.02.0
Stereotopy head waving bouts, day 30.60.70.7-0.8
Stereotopy head waving duration, day 31.82.22.2-1.5
Locomotion velocity, session 73.23.53.51.9
Locomotion distance, session 74.15.35.32.3
Stereotopy head waving bouts, day 70.10.10.1-0.3
Stereotopy head waving duration, day 70.10.10.1-0.4
Locomotion velocity, session 80.50.60.6-0.8
Locomotion distance, session 82.02.92.91.7
Degree of sensitization distance0.40.40.40.7
Degree of sensitization stereotypy0.10.10.10.2
Conditioned locomotion0.10.10.10.3
Cocaine response after cond. corrected3.04.44.4-2.1
Cocaine response after cond. not corrected1.52.12.1-1.5
Cocaine response before conditioning1.92.32.31.5
Saline control response2.33.23.21.8
Bone: connectivity density1.01.61.61.3
Bone: cortical apparent density1.21.91.91.4
Bone: cortical area3.15.15.12.3
Bone: cortical porosity6.67.27.2-2.7
Bone: cortical porosity3.84.14.1-2.0
Bone: cortical thickness3.86.36.32.5
Bone: cortical thickness2.02.42.41.6
Bone: cortical tissue density1.11.81.81.3
Condit. Reinf. active minus inactive responses0.70.80.80.9
Condit. Reinf. active-inactive response ratio0.00.00.00.1
Condit. Reinf. active responses0.71.01.01.0
Condit. Reinf. inactive responses0.50.70.70.8
Incentive salience index mean1.11.41.41.2
Condit. Reinf. lever presses0.81.21.21.1
Condit. Reinf. active minus inactive responses1.52.32.31.5
Condit. Reinf. active-inactive response ratio3.96.26.22.5
Condit. Reinf. active responses1.82.62.61.6
Condit. Reinf. inactive responses0.00.00.00.1
Condit. Reinf. lever presses2.33.33.31.8
Condit. Reinf. lever reinforcers received2.33.23.21.8
Conditioned reinforcement - actives0.41.41.41.2
Conditioned reinforcement - inactives1.02.62.61.6
Conditioned locomotion3.75.55.52.4
Patch foraging indifference point 0 sec0.00.10.10.2
Patch foraging indifference point AUC0.81.81.81.4
Delay disc. indifference point, 0s delay0.00.00.0-0.0
Delay disc. indifference point, 16s delay0.40.60.6-0.8
Delay disc. indifference point, 2s delay1.92.12.11.5
Delay disc. indifference point, 24s delay0.30.50.5-0.7
Delay disc. indifference point, 4s delay0.00.00.00.1
Delay disc. indifference point, 8s delay0.20.30.30.5
Indifference point function ln k0.10.20.2-0.4
Indifference point function log k0.10.20.2-0.4
Patch foraging total patch changes 0 sec0.10.30.30.6
Patch foraging total patch changes 12 sec1.31.71.71.3
Patch foraging total patch changes 18 sec0.51.21.21.1
Patch foraging total patch changes 24 sec0.00.20.20.4
Patch foraging total patch changes 6 sec1.01.71.71.3
Patch foraging time to switch 0 sec0.00.10.1-0.3
Patch foraging water rate 0 sec0.41.51.51.2
Patch foraging water rate 12 sec0.10.50.50.7
Patch foraging water rate 18 sec0.30.70.7-0.8
Patch foraging water rate 24 sec0.10.20.20.4
Patch foraging water rate 6 sec1.31.91.91.4
Seeking ratio, delayed vs. immediate footshock0.00.00.00.1
Distance traveled before self-admin1.53.23.21.8
Distance traveled after self-admin2.03.53.51.9
Extensor digitorum longus weight1.45.75.72.4
Bone: elastic displacement0.30.30.30.6
Bone: elastic work1.01.31.31.1
Bone: endosteal estimation0.00.00.0-0.1
Bone: endosteal perimeter0.10.30.30.6
Epididymis fat weight0.10.50.5-0.7
Delta time in closed arm before/after self-admin0.00.00.00.1
Delta time in open arm before/after self-admin1.51.81.81.4
Diff in mean of infusions in LGA sessions0.00.10.1-0.3
Delay discount exponential model param0.00.00.0-0.1
Extinction: sum of active levers before priming0.00.00.00.2
Active lever presses in extinction session 60.20.20.2-0.5
Bone: final force2.03.23.21.8
Bone: final moment1.52.52.51.6
Food consumed during 24 hour testing period1.42.82.81.7
Glucose2.13.33.31.8
Heart weight0.20.40.40.6
Delay discount hyperbolic model param0.20.20.2-0.5
Intermittent access intake day 1-15 change0.00.20.20.4
Intermittent access intake escalation0.00.10.10.3
Intermittent access intake escalation 20.00.00.00.2
Intermitt. access day 1 inactive lever presses0.00.00.0-0.1
Intermitt. access day 15 inactive lever presses0.10.40.40.6
Intermitt. access escalation Index0.00.10.10.3
Intermittent access day 1 total infusions2.16.26.22.5
Intermittent access day 15 total infusions1.43.53.51.9
Intermittent access terminal intake (last 3 days)2.84.94.92.2
Intermittent access total infusions5.16.16.12.5
Intermittent access day 1 locomotion3.56.46.42.5
Intermittent access day 15 total locomotion0.83.33.31.8
Intermittent access total locomotion6.27.47.42.7
Intermittent access standard deviation0.62.92.91.7
Left kidney weight0.00.30.30.5
Right kidney weight0.21.31.31.1
Cocaine induced anxiety0.92.52.51.6
Post-drug Anxiety1.21.41.41.2
Baseline Anxiety1.22.02.0-1.4
Tail length5.328.628.65.4
Length with tail5.725.125.15.0
Length without tail0.52.82.81.7
Times rat made contact with spout0.20.20.20.5
Lifetime Intake3.54.44.42.1
Liver weight, left1.93.33.31.8
Liver weight, right1.52.62.61.6
Locomotor activity0.50.80.8-0.9
Locomotor testing distance0.00.00.0-0.1
Locomotor testing rearing0.10.40.4-0.6
Locomotion in novel chamber0.00.00.0-0.1
Locomotion in novel chamber post-restriction0.72.12.11.4
Fecal boli incidents, locomotor time 10.41.01.01.0
Change in fecal boli incidents, locomotor task0.50.50.5-0.7
Time >=10cm from walls, locomotor time 10.10.10.10.4
Bouts of movement, locomotor time 10.40.50.5-0.7
Total resting periods, locomotor time 10.20.30.3-0.5
Rest time, locomotor task time 10.40.60.60.8
Distance moved, locomotor task time 10.00.10.1-0.3
Vertical activity count, locomotor time 10.00.10.10.2
Time >=10cm from walls, locomotor time 21.23.53.51.9
Bouts of movement, locomotor time 20.00.00.00.1
Total resting periods, locomotor time 20.00.10.1-0.3
Rest time, locomotor task time 20.71.21.2-1.1
Distance moved, locomotor task time 20.60.80.80.9
Vertical activity count, locomotor time 20.10.10.10.4
Light reinforcement 10.10.60.60.8
Light reinforcement 20.00.00.0-0.2
Bone: marrow area0.00.00.0-0.1
Bone: maximum diameter0.30.70.70.8
Bone: maximum force0.51.01.01.0
Bone: maximum moment0.30.50.50.7
Mean time between licks in bursts0.10.60.6-0.8
Mean num. licks in bursts0.82.12.1-1.5
Cd content in liver2.12.32.31.5
Co content in liver0.00.00.00.0
Cu content in liver0.10.10.1-0.4
Fe content in liver3.54.34.3-2.1
K content in liver0.90.90.9-1.0
Mg content in liver0.70.80.80.9
Mn content in liver2.12.32.31.5
Na content in liver1.31.41.4-1.2
Rb content in liver1.01.21.21.1
Se content in liver0.60.70.7-0.8
Sr content in liver1.00.90.91.0
Zn content in liver0.50.50.5-0.7
Bone: minimum diameter0.10.20.20.5
Time in familiar zone, hab. session 10.20.20.2-0.5
Time in novel zone, hab. session 10.20.20.2-0.5
Total zone transitions, hab. session 13.24.54.52.1
Total locomotion distance, hab. session 10.50.70.70.8
Locomotion velocity, hab. session 10.71.11.11.0
Time in familiar zone, hab. session 20.30.30.3-0.6
Time in novel zone, hab. session 20.20.20.20.4
Total zone transitions, hab. session 23.24.14.12.0
Total locomotion distance, hab. session 20.30.40.40.6
Locomotion velocity, hab. session 20.00.10.10.2
Novel to familiar place preference ratio2.12.72.7-1.6
Novelty place preference2.33.03.0-1.7
Time in novel zone, NPP test1.82.22.2-1.5
Total zone transitions, NPP test2.03.03.01.7
Total locomotion distance, NPP test1.41.91.91.4
Locomotion velocity, NPP test0.91.31.31.1
Intraocular pressure0.00.00.00.1
Delta distance traveled before/after self-admin0.20.20.20.5
Delta ambulatory time before/after self-admin0.00.00.0-0.2
Parametrial fat weight0.71.61.6-1.3
Pavlov. Cond. lever latency0.50.60.6-0.8
Pavlov. Cond. magazine entry latency0.10.20.20.4
Pavlov. Cond. change in total contacts0.10.10.10.3
Pavlov. Cond. index score0.40.50.50.7
Pavlov. Cond. latency score0.30.40.40.7
Pavlov. Cond. lever contacts0.80.90.91.0
Pavlov. Cond. magazine entry number0.40.50.5-0.7
Pavlov. Cond. intertrial magazine entries0.20.30.30.5
Pavlov. Cond. lever-magazine prob. diff.0.30.40.40.6
Pavlov. Cond. response bias0.60.70.70.8
Pavlov. Cond. lever latency2.02.92.9-1.7
Pavlov. Cond. magazine entry latency0.10.20.2-0.4
Pavlov. Cond. change in total contacts0.41.11.11.0
Pavlov. Cond. index score0.71.11.11.0
Pavlov. Cond. latency score0.91.51.51.2
Pavlov. Cond. lever contacts2.02.92.91.7
Pavlov. Cond. magazine entry number0.00.00.0-0.2
Pavlov. Cond. intertrial magazine entries0.00.00.00.2
Pavlov. Cond. lever-magazine prob. diff.0.20.40.40.6
Pavlov. Cond. response bias1.01.41.41.2
Time in closed arm before self-admin0.00.10.1-0.3
Time in closed arm after self-admin0.10.10.10.3
Time in open arm before self-admin0.60.80.8-0.9
Time in open arm after self-admin0.20.20.20.5
Bone: periosteal estimation0.71.81.81.3
Bone: periosteal perimeter0.20.50.50.7
Bone: post-yield work0.10.20.2-0.5
Progressive ratio test 1 active lever presses3.96.86.82.6
Progressive ratio test 1 breakpoint3.96.76.72.6
Progressive ratio test 1 inactive lever presses0.10.30.30.6
Progressive ratio test 2 active lever presses4.05.75.72.4
Progressive ratio test 2 breakpoint4.05.15.12.3
Progressive ratio test 2 inactive lever presses3.511.011.03.3
Incentive Sensitization - Responses0.71.81.81.3
Incentive Sensitization - Breakpoint0.71.51.51.2
Sum of active levers in priming session hrs 5-60.20.10.1-0.4
Progressive ratio0.20.70.7-0.8
Food seeking constrained by brief footshock0.30.30.3-0.6
Seeking ratio, punishment vs. effort0.00.00.0-0.1
Retroperitoneal fat weight0.31.21.2-1.1
Reaction time number correct0.20.80.80.9
Reaction time mean minus median0.10.60.6-0.8
Reaction time mean minus median AUC0.21.01.0-1.0
Reaction time num false alarms1.11.81.81.3
Reaction time num false alarms AUC0.81.81.81.3
Reaction time trials correct on left0.20.80.80.9
Reaction time trials on left0.30.90.90.9
Reaction time mean1.63.63.6-1.9
Reaction time mean AUC1.33.13.1-1.8
Median of all reaction times2.43.83.8-1.9
Reaction time omissions0.40.70.7-0.8
Reaction time false alarm rate0.10.20.20.4
Reaction time premature initiation rate0.40.60.6-0.8
Reaction time premature initiations0.10.20.2-0.4
Std. dev. reaction times0.51.61.6-1.3
Reaction time trials completed0.30.90.90.9
Reaction time trials AUC0.41.41.41.2
Run reversals in cocaine runway, females0.20.30.30.5
Run reversals in cocaine runway, males0.00.00.00.1
Latency to leave start box in cocaine runway0.30.40.4-0.6
Latency to leave start box in cocaine runway, F1.01.31.3-1.1
Latency to leave start box in cocaine runway, M0.90.80.80.9
Std. dev. time between licks in bursts0.00.00.0-0.2
Total sessions with >9 infusions1.11.41.41.2
Short access day 1 total inactive lever presses0.10.20.20.4
Short access day 10 total inactive lever presses0.74.94.9-2.2
Short access day 1 total infusions0.00.00.0-0.2
Short access day 10 total infusions1.83.13.11.7
Short access total infusions1.52.12.11.4
Short access day 1 locomotion0.20.30.3-0.5
Short access day 10 total locomotion0.83.13.11.8
Short access total locomotion2.33.53.51.9
One hour access (0.3 mA shock)0.60.70.70.9
Compulsive drug intake0.91.41.4-1.2
One hour access (shock baseline)0.82.02.01.4
Social response proportion0.81.01.01.0
Social responses0.30.50.50.7
Social time3.45.35.3-2.3
Soleus weight0.31.01.01.0
Bone: stiffness0.61.21.21.1
Tibialis anterior weight1.44.94.92.2
Time to tail flick, vehicle, before self-admin0.30.40.40.6
Time to tail flick, vehicle, after self-admin0.71.41.41.2
Time to tail flick, test, before self-admin0.00.10.10.2
Time to tail flick, test, after self-admin2.72.82.8-1.7
Delta time to tail flick, vehicle, before/after SA0.91.01.01.0
Delta time to tail flick, test, before/after SA1.72.12.1-1.4
Tibia length1.43.83.82.0
Ambulatory time before self-admin0.51.51.51.2
Ambulatory time after self-admin2.03.23.21.8
Bone: tissue strength0.10.10.10.4
Total heroin consumption0.20.30.30.5
Bone: trabecular number1.93.53.51.9
Bone: trabecular spacing0.20.30.3-0.5
Bone: trabecular thickness2.43.33.31.8
Bone: trabecular tissue density0.30.60.6-0.8
Water consumed over 24 hours1.73.23.21.8
Number of responses in last shaping day0.10.20.20.4