Hub : Genes

Kctd9

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	LHb	gene expression	Kctd9	0.22	0.17	1.3e-03	0.03	0.07	0.07	0.05	5.4e-02	9.7e-03	9.6e-03	2.8e-02
2	NAcc	gene expression	Kctd9	0.19	0.13	1.2e-14	0.12	0.12	0.12	0.12	2.2e-13	5.0e-14	5.8e-14	1.3e-13
3	pVTA	gene expression	Kctd9	0.09	0.07	3.0e-04	0.08	0.08	0.06	0.06	2.4e-04	2.2e-04	1.4e-03	1.6e-03
4	BLA	gene expression	Kctd9	0.1	0.07	3.8e-05	0.07	0.06	0.05	0.06	1.1e-04	5.4e-04	1.0e-03	5.8e-04
5	Brain	gene expression	Kctd9	0.11	0.08	3.7e-10	0.11	0.11	0.11	0.11	1.3e-10	5.0e-10	1.1e-10	2.1e-10
6	PL	gene expression	Kctd9	0.12	0.08	5.2e-12	0.12	0.11	0.12	0.12	3.4e-13	1.0e-11	4.2e-13	7.0e-13

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	3	4	5	6
Bone: apparent density	1.8	3.0	3.1	1.8	-1.7	-1.7	1.8	1.8	1.7
Area under the delay curve	0.0	0.0	0.1	-0.1	0.1	0.2	-0.2	-0.2	-0.3
BMI with tail	0.4	1.2	1.6	-1.3	1.3	1.0	-1.0	-0.9	-0.9
BMI without tail	0.8	1.6	2.0	0.9	-1.0	-1.3	1.4	1.4	1.4
Body weight	0.3	1.3	1.7	-0.8	1.1	1.2	-1.2	-1.2	-1.3
Weight adjusted by age	1.4	1.6	1.9	-1.0	1.1	1.4	-1.3	-1.3	-1.4
Bone surface	0.9	1.6	1.9	1.4	-1.4	-1.2	1.2	1.2	1.2
Bone volume	1.0	1.8	2.2	1.5	-1.4	-1.3	1.3	1.3	1.2
Breakpoint value in progressive ratio session	0.0	0.0	0.1	-0.2	0.3	0.2	-0.1	-0.1	-0.2
Number of licking bursts	0.0	0.0	0.1	-0.3	0.3	0.0	0.0	0.0	0.1
Context. condit. distance diff. score	0.6	0.8	1.2	0.2	-0.2	-1.0	1.1	1.1	1.0
Locomotion velocity, session 1	0.1	0.1	0.2	-0.2	0.3	0.4	-0.3	-0.4	-0.5
Locomotion distance, session 1	0.1	0.1	0.3	0.5	-0.4	0.0	-0.1	-0.1	-0.2
Locomotion velocity, session 2	0.0	0.0	0.1	0.1	-0.3	0.1	-0.2	-0.2	-0.2
Locomotion distance, session 2	0.1	0.1	0.3	0.6	-0.6	-0.0	-0.0	-0.0	-0.1
Locomotion velocity, session 3	0.9	1.0	1.5	-1.2	1.1	0.9	-0.9	-0.9	-0.9
Locomotion distance, session 3	0.2	0.2	0.5	-0.7	0.4	0.3	-0.5	-0.4	-0.4
Stereotopy head waving bouts, day 3	0.5	0.6	0.7	-0.7	0.8	0.8	-0.8	-0.8	-0.7
Stereotopy head waving duration, day 3	1.7	2.1	2.5	-1.2	1.4	1.6	-1.5	-1.5	-1.4
Locomotion velocity, session 7	3.3	3.6	4.7	1.3	-1.4	-2.1	2.2	2.1	2.1
Locomotion distance, session 7	3.7	4.6	5.8	1.8	-1.7	-2.3	2.4	2.4	2.3
Stereotopy head waving bouts, day 7	1.7	1.9	2.4	-1.2	1.1	1.4	-1.5	-1.5	-1.4
Stereotopy head waving duration, day 7	2.7	3.3	3.8	-1.7	1.6	1.8	-1.9	-1.9	-1.8
Locomotion velocity, session 8	0.1	0.1	0.3	-0.6	0.4	0.2	-0.1	-0.1	-0.2
Locomotion distance, session 8	0.4	0.6	0.8	0.6	-0.7	-0.8	0.9	0.9	0.8
Degree of sensitization distance	8.0	8.0	9.7	2.7	-2.3	-2.8	3.1	3.1	3.0
Degree of sensitization stereotypy	1.3	1.5	1.8	-1.1	1.0	1.2	-1.3	-1.3	-1.2
Conditioned locomotion	0.0	0.1	0.2	-0.4	0.3	0.1	-0.2	-0.2	-0.1
Cocaine response after cond. corrected	1.0	1.1	2.3	-1.5	1.3	0.8	-0.8	-0.8	-0.8
Cocaine response after cond. not corrected	0.7	0.7	1.5	-1.2	1.0	0.7	-0.7	-0.7	-0.7
Cocaine response before conditioning	0.5	0.6	1.3	1.1	-1.0	-0.6	0.5	0.5	0.6
Saline control response	0.5	0.7	1.2	1.1	-0.9	-0.7	0.7	0.7	0.7
Bone: connectivity density	2.9	4.5	4.8	2.0	-2.1	-2.2	2.2	2.2	2.2
Bone: cortical apparent density	0.1	0.1	0.1	-0.1	0.2	-0.2	0.3	0.3	0.3
Bone: cortical area	0.1	0.1	0.3	0.5	-0.4	-0.2	0.2	0.2	0.2
Bone: cortical porosity	1.3	1.4	1.7	-0.8	0.9	1.3	-1.3	-1.3	-1.3
Bone: cortical porosity	0.5	0.6	0.8	-0.4	0.4	0.8	-0.9	-0.9	-0.9
Bone: cortical thickness	0.0	0.1	0.1	0.4	-0.3	-0.2	0.2	0.2	0.2
Bone: cortical thickness	0.0	0.0	0.0	-0.0	0.0	-0.2	0.2	0.2	0.2
Bone: cortical tissue density	0.0	0.1	0.1	-0.2	0.2	-0.2	0.3	0.3	0.3
Condit. Reinf. active minus inactive responses	0.4	0.5	0.7	-0.3	0.5	0.8	-0.8	-0.8	-0.8
Condit. Reinf. active-inactive response ratio	2.5	2.7	2.9	-1.6	1.7	1.6	-1.7	-1.6	-1.6
Condit. Reinf. active responses	0.1	0.1	0.4	0.7	-0.4	-0.0	-0.1	-0.1	-0.1
Condit. Reinf. inactive responses	3.8	4.6	6.9	2.6	-2.5	-2.0	1.9	1.9	1.8
Incentive salience index mean	0.7	0.9	1.3	-0.4	0.6	1.0	-1.1	-1.1	-1.1
Condit. Reinf. lever presses	0.3	0.4	0.7	0.1	0.1	0.7	-0.8	-0.8	-0.8
Condit. Reinf. active minus inactive responses	0.4	0.5	0.6	0.6	-0.8	-0.7	0.7	0.7	0.7
Condit. Reinf. active-inactive response ratio	0.1	0.1	0.3	-0.5	0.4	0.3	-0.2	-0.2	-0.2
Condit. Reinf. active responses	1.1	1.5	1.8	1.2	-1.3	-1.2	1.2	1.2	1.2
Condit. Reinf. inactive responses	2.6	3.2	3.8	1.9	-2.0	-1.8	1.7	1.7	1.7
Condit. Reinf. lever presses	0.2	0.3	0.7	0.8	-0.8	-0.4	0.4	0.4	0.4
Condit. Reinf. lever reinforcers received	0.8	1.2	1.4	1.1	-1.2	-1.1	1.1	1.1	1.1
Conditioned reinforcement - actives	2.5	2.5	2.7	1.5	-1.5	-1.6	1.6	1.6	1.7
Conditioned reinforcement - inactives	3.6	4.1	5.0	2.2	-2.1	-1.9	2.0	2.0	1.9
Conditioned locomotion	0.9	1.1	1.3	1.1	-1.0	-1.1	1.0	1.0	1.1
Patch foraging indifference point 0 sec	3.3	5.3	9.4	3.1	-2.7	-2.0	2.0	2.0	1.8
Patch foraging indifference point AUC	1.1	1.3	2.3	-1.5	1.3	1.0	-1.0	-0.9	-0.9
Delay disc. indifference point, 0s delay	0.4	0.4	1.0	1.0	-0.7	-0.5	0.6	0.6	0.4
Delay disc. indifference point, 16s delay	0.3	0.3	0.4	0.4	-0.5	-0.6	0.6	0.6	0.6
Delay disc. indifference point, 2s delay	1.1	1.2	1.5	-0.8	0.8	1.2	-1.2	-1.2	-1.2
Delay disc. indifference point, 24s delay	0.2	0.2	0.4	-0.3	0.6	0.5	-0.4	-0.4	-0.5
Delay disc. indifference point, 4s delay	1.5	1.6	1.7	-1.3	1.3	1.3	-1.2	-1.3	-1.2
Delay disc. indifference point, 8s delay	0.0	0.0	0.0	0.1	0.1	0.1	0.0	0.0	-0.2
Indifference point function ln k	0.1	0.2	0.7	0.9	-0.5	-0.2	0.2	0.2	0.1
Indifference point function log k	0.1	0.2	0.7	0.9	-0.5	-0.2	0.2	0.2	0.1
Patch foraging total patch changes 0 sec	3.0	4.8	8.6	2.9	-2.6	-1.9	1.9	1.8	1.7
Patch foraging total patch changes 12 sec	0.8	1.0	1.4	1.1	-1.2	-0.9	1.0	0.9	0.8
Patch foraging total patch changes 18 sec	1.7	2.2	2.7	1.6	-1.6	-1.5	1.4	1.4	1.4
Patch foraging total patch changes 24 sec	0.1	0.1	0.4	0.7	-0.4	0.1	-0.1	-0.1	-0.2
Patch foraging total patch changes 6 sec	0.6	0.8	1.3	1.2	-0.9	-0.8	0.9	0.9	0.8
Patch foraging time to switch 0 sec	0.5	0.8	1.0	0.7	-1.0	-1.0	0.8	0.9	0.9
Patch foraging water rate 0 sec	0.4	0.6	0.8	-0.6	0.6	0.8	-0.8	-0.9	-0.9
Patch foraging water rate 12 sec	0.4	0.6	0.8	-0.5	0.6	0.8	-0.9	-0.9	-0.8
Patch foraging water rate 18 sec	2.4	3.2	3.6	-1.7	1.8	1.8	-1.7	-1.7	-1.9
Patch foraging water rate 24 sec	0.1	0.1	0.2	-0.3	0.4	0.3	-0.2	-0.2	-0.3
Patch foraging water rate 6 sec	1.9	2.7	3.2	-1.4	1.4	1.7	-1.8	-1.8	-1.8
Seeking ratio, delayed vs. immediate footshock	0.8	0.9	2.0	1.4	-1.3	-0.8	0.6	0.6	0.7
Distance traveled before self-admin	0.8	0.8	1.0	-0.9	0.8	1.0	-1.0	-0.9	-0.9
Distance traveled after self-admin	2.2	2.5	2.8	-1.4	1.7	1.6	-1.6	-1.5	-1.7
Extensor digitorum longus weight	12.8	50.2	51.0	-7.1	7.1	7.1	-7.0	-7.0	-7.1
Bone: elastic displacement	0.5	0.6	1.1	0.9	-1.1	-0.6	0.6	0.5	0.5
Bone: elastic work	0.6	0.8	1.8	1.3	-1.3	-0.6	0.5	0.5	0.5
Bone: endosteal estimation	0.0	0.0	0.0	0.2	0.1	0.1	-0.0	-0.0	-0.1
Bone: endosteal perimeter	0.0	0.0	0.1	0.3	-0.2	0.1	-0.0	-0.1	-0.1
Epididymis fat weight	2.1	4.8	5.1	2.1	-2.3	-2.2	2.2	2.2	2.2
Delta time in closed arm before/after self-admin	1.2	1.1	1.3	1.0	-1.2	-1.1	1.0	1.1	1.1
Delta time in open arm before/after self-admin	0.2	0.2	0.3	0.1	-0.2	-0.4	0.5	0.4	0.5
Diff in mean of infusions in LGA sessions	1.3	1.4	1.7	-0.9	1.2	1.3	-1.2	-1.2	-1.3
Delay discount exponential model param	0.2	0.2	0.3	0.4	-0.4	-0.5	0.5	0.5	0.5
Extinction: sum of active levers before priming	2.8	2.8	3.3	1.7	-1.5	-1.6	1.8	1.8	1.5
Active lever presses in extinction session 6	0.1	0.1	0.1	0.4	-0.1	-0.3	0.4	0.4	0.3
Bone: final force	0.0	0.0	0.0	0.1	0.2	0.2	-0.1	-0.1	-0.2
Bone: final moment	0.0	0.0	0.1	0.4	-0.1	0.1	0.1	0.0	-0.1
Food consumed during 24 hour testing period	0.8	1.0	1.6	1.3	-1.0	-0.8	0.9	0.9	0.9
Glucose	0.0	0.1	0.1	-0.2	0.3	-0.2	0.3	0.3	0.3
Heart weight	0.2	0.3	0.5	0.7	-0.6	-0.5	0.5	0.5	0.4
Delay discount hyperbolic model param	0.5	0.5	0.7	0.6	-0.7	-0.8	0.7	0.7	0.8
Intermittent access intake day 1-15 change	1.7	1.7	2.0	1.1	-1.2	-1.3	1.4	1.4	1.3
Intermittent access intake escalation	1.2	1.2	1.4	0.7	-1.0	-1.1	1.2	1.2	1.2
Intermittent access intake escalation 2	0.4	0.4	0.5	0.4	-0.6	-0.6	0.7	0.7	0.7
Intermitt. access day 1 inactive lever presses	0.1	0.1	0.1	-0.0	-0.1	-0.2	0.3	0.3	0.3
Intermitt. access day 15 inactive lever presses	0.0	0.0	0.0	0.1	-0.1	-0.1	0.1	0.1	0.1
Intermitt. access escalation Index	0.5	0.4	0.6	-0.8	0.7	0.6	-0.6	-0.6	-0.6
Intermittent access day 1 total infusions	0.0	0.0	0.0	0.1	-0.1	-0.1	0.0	0.1	0.1
Intermittent access day 15 total infusions	0.7	0.8	1.1	0.6	-0.8	-1.0	1.0	1.0	1.0
Intermittent access terminal intake (last 3 days)	0.1	0.1	0.2	-0.0	-0.2	-0.4	0.4	0.4	0.5
Intermittent access total infusions	0.3	0.3	0.4	0.4	-0.4	-0.6	0.6	0.6	0.6
Intermittent access day 1 locomotion	0.4	0.5	0.8	0.9	-0.8	-0.6	0.5	0.5	0.6
Intermittent access day 15 total locomotion	1.2	1.3	1.5	1.0	-1.1	-1.2	1.2	1.2	1.2
Intermittent access total locomotion	0.5	0.5	0.7	0.8	-0.8	-0.7	0.6	0.6	0.7
Intermittent access standard deviation	1.1	1.1	1.3	0.8	-1.1	-1.1	1.1	1.1	1.2
Left kidney weight	0.2	0.5	0.7	-0.2	0.4	0.7	-0.8	-0.8	-0.9
Right kidney weight	0.4	1.1	2.9	1.7	-1.4	-0.8	0.6	0.7	0.5
Cocaine induced anxiety	0.1	0.1	0.2	0.1	-0.1	0.3	-0.3	-0.3	-0.4
Post-drug Anxiety	0.6	0.7	1.5	1.2	-0.9	-0.8	0.7	0.7	0.7
Baseline Anxiety	0.7	0.7	1.1	1.0	-0.8	-0.9	0.8	0.8	0.9
Tail length	1.1	3.3	4.7	2.2	-2.0	-1.7	1.8	1.7	1.6
Length with tail	0.1	0.2	0.5	0.3	0.0	0.5	-0.5	-0.5	-0.7
Length without tail	3.7	8.2	9.5	-2.3	2.5	3.0	-3.1	-3.0	-3.1
Times rat made contact with spout	0.8	1.0	1.1	1.0	-0.8	-1.0	1.0	1.0	1.1
Lifetime Intake	0.3	0.4	0.4	0.6	-0.5	-0.7	0.6	0.6	0.7
Liver weight, left	1.6	2.6	3.2	-1.5	1.8	1.6	-1.6	-1.6	-1.5
Liver weight, right	0.9	1.6	2.1	-1.5	1.3	1.2	-1.2	-1.2	-1.2
Locomotor activity	1.0	1.7	2.6	-0.6	0.7	1.4	-1.5	-1.5	-1.6
Locomotor testing distance	0.2	0.4	1.3	1.1	-1.1	-0.2	0.2	0.2	0.1
Locomotor testing rearing	0.8	1.2	2.9	1.7	-1.7	-0.7	0.6	0.6	0.5
Locomotion in novel chamber	0.2	0.2	0.4	0.3	-0.4	-0.4	0.6	0.6	0.6
Locomotion in novel chamber post-restriction	0.8	1.0	1.1	-0.9	1.1	1.0	-1.0	-1.0	-1.0
Fecal boli incidents, locomotor time 1	0.3	0.3	0.5	-0.3	0.6	0.7	-0.6	-0.6	-0.7
Change in fecal boli incidents, locomotor task	0.4	0.4	0.9	-1.0	0.6	0.4	-0.5	-0.5	-0.4
Time >=10cm from walls, locomotor time 1	1.4	1.4	1.6	1.2	-1.2	-1.1	1.2	1.2	1.1
Bouts of movement, locomotor time 1	5.8	6.3	6.8	-2.5	2.6	2.5	-2.5	-2.5	-2.5
Total resting periods, locomotor time 1	6.0	6.6	7.8	-2.7	2.8	2.5	-2.4	-2.4	-2.5
Rest time, locomotor task time 1	3.9	4.3	5.4	-2.3	2.3	2.0	-1.9	-1.9	-1.9
Distance moved, locomotor task time 1	2.6	2.8	3.4	1.7	-1.9	-1.6	1.6	1.6	1.6
Vertical activity count, locomotor time 1	0.7	0.8	1.7	0.9	-1.3	-0.8	0.7	0.7	0.7
Time >=10cm from walls, locomotor time 2	0.3	0.3	0.5	-0.5	0.7	0.6	-0.6	-0.5	-0.6
Bouts of movement, locomotor time 2	4.1	4.4	5.5	-2.4	2.3	2.0	-1.9	-1.9	-1.9
Total resting periods, locomotor time 2	4.8	5.1	6.8	-2.6	2.6	2.2	-2.0	-2.0	-2.1
Rest time, locomotor task time 2	1.5	1.8	3.0	-1.7	1.6	1.2	-1.1	-1.1	-1.1
Distance moved, locomotor task time 2	2.7	3.2	4.5	2.1	-2.0	-1.6	1.6	1.6	1.7
Vertical activity count, locomotor time 2	0.5	0.5	1.1	1.0	-1.0	-0.5	0.4	0.4	0.5
Light reinforcement 1	3.5	6.3	7.2	2.2	-2.4	-2.6	2.7	2.6	2.5
Light reinforcement 2	1.3	1.7	2.2	0.8	-0.9	-1.4	1.5	1.5	1.4
Bone: marrow area	0.0	0.0	0.1	0.3	-0.1	-0.0	0.1	0.1	0.0
Bone: maximum diameter	0.2	0.4	0.4	-0.5	0.6	0.6	-0.6	-0.6	-0.6
Bone: maximum force	0.1	0.1	0.2	-0.0	0.2	0.4	-0.3	-0.3	-0.4
Bone: maximum moment	0.0	0.0	0.1	0.4	-0.1	0.2	-0.1	-0.1	-0.2
Mean time between licks in bursts	2.1	2.9	3.2	1.8	-1.7	-1.7	1.7	1.7	1.7
Mean num. licks in bursts	0.5	0.6	1.0	1.0	-0.8	-0.7	0.7	0.7	0.7
Cd content in liver	0.3	0.3	0.5	0.7	-0.7	-0.5	0.5	0.5	0.5
Co content in liver	4.2	4.9	6.0	-2.3	2.5	2.2	-2.1	-2.1	-2.1
Cu content in liver	0.8	1.0	1.2	-1.0	1.1	1.0	-1.0	-1.0	-1.0
Fe content in liver	2.1	2.5	2.7	1.5	-1.6	-1.6	1.6	1.6	1.6
K content in liver	0.3	0.3	0.4	0.4	-0.6	-0.6	0.5	0.5	0.5
Mg content in liver	0.8	0.8	1.0	0.8	-1.0	-1.0	0.9	0.9	0.9
Mn content in liver	2.3	2.6	2.9	1.7	-1.6	-1.6	1.6	1.6	1.6
Na content in liver	0.6	0.6	1.0	-0.1	0.3	0.9	-1.0	-1.0	-1.0
Rb content in liver	0.2	0.2	0.3	0.2	-0.4	-0.5	0.5	0.5	0.5
Se content in liver	1.1	1.3	2.5	1.5	-1.6	-1.0	0.8	0.8	0.9
Sr content in liver	0.3	0.3	0.4	0.6	-0.5	-0.5	0.6	0.6	0.5
Zn content in liver	0.8	0.9	1.2	-0.4	0.6	1.0	-1.1	-1.1	-1.1
Bone: minimum diameter	0.0	0.1	0.2	0.5	-0.1	0.2	-0.1	-0.1	-0.1
Time in familiar zone, hab. session 1	0.0	0.0	0.0	-0.1	0.1	0.0	0.0	-0.0	-0.0
Time in novel zone, hab. session 1	1.5	1.5	1.8	-1.3	1.3	1.2	-1.2	-1.1	-1.1
Total zone transitions, hab. session 1	0.1	0.2	0.3	-0.0	0.3	0.5	-0.4	-0.4	-0.5
Total locomotion distance, hab. session 1	0.1	0.1	0.4	0.7	-0.4	-0.1	0.1	0.1	0.1
Locomotion velocity, hab. session 1	0.3	0.5	1.4	1.2	-0.9	-0.4	0.4	0.4	0.4
Time in familiar zone, hab. session 2	2.0	2.1	3.2	-1.8	1.8	1.3	-1.2	-1.2	-1.2
Time in novel zone, hab. session 2	0.7	0.7	1.3	1.1	-1.1	-0.8	0.7	0.7	0.7
Total zone transitions, hab. session 2	1.6	2.1	2.6	-1.1	1.1	1.5	-1.6	-1.6	-1.6
Total locomotion distance, hab. session 2	0.4	0.6	0.8	-0.5	0.4	0.8	-0.9	-0.9	-0.9
Locomotion velocity, hab. session 2	0.7	1.0	1.4	-0.7	0.7	1.0	-1.2	-1.1	-1.1
Novel to familiar place preference ratio	1.1	1.1	1.7	1.1	-1.3	-1.1	0.9	1.0	1.0
Novelty place preference	0.8	0.8	1.4	1.0	-1.2	-0.9	0.8	0.8	0.8
Time in novel zone, NPP test	0.4	0.4	0.7	0.7	-0.9	-0.6	0.5	0.5	0.5
Total zone transitions, NPP test	0.2	0.3	0.7	0.8	-0.7	-0.4	0.3	0.3	0.3
Total locomotion distance, NPP test	2.9	3.9	5.6	2.4	-2.3	-1.9	1.8	1.8	1.7
Locomotion velocity, NPP test	2.7	3.8	5.3	2.3	-2.2	-1.9	1.8	1.8	1.7
Intraocular pressure	0.8	1.1	1.3	1.0	-0.9	-1.0	1.1	1.1	1.0
Delta distance traveled before/after self-admin	2.9	3.1	3.9	-1.7	2.0	1.7	-1.7	-1.7	-1.8
Delta ambulatory time before/after self-admin	2.4	2.7	3.3	-1.4	1.8	1.6	-1.6	-1.6	-1.7
Parametrial fat weight	3.5	6.8	7.2	2.7	-2.5	-2.7	2.6	2.6	2.6
Pavlov. Cond. lever latency	0.0	0.1	0.1	-0.4	0.3	-0.0	0.2	0.2	0.1
Pavlov. Cond. magazine entry latency	0.2	0.2	0.4	0.6	-0.4	-0.4	0.4	0.4	0.4
Pavlov. Cond. change in total contacts	1.0	1.1	1.5	-0.6	0.7	1.1	-1.2	-1.2	-1.2
Pavlov. Cond. index score	0.1	0.1	0.1	0.1	-0.0	0.3	-0.3	-0.3	-0.3
Pavlov. Cond. latency score	0.0	0.0	0.1	0.3	-0.2	0.1	-0.2	-0.1	-0.1
Pavlov. Cond. lever contacts	0.0	0.1	0.1	0.4	-0.3	0.0	-0.2	-0.1	-0.1
Pavlov. Cond. magazine entry number	0.2	0.2	0.3	0.2	-0.4	-0.6	0.5	0.5	0.5
Pavlov. Cond. intertrial magazine entries	0.2	0.3	0.6	0.8	-0.7	-0.4	0.4	0.4	0.3
Pavlov. Cond. lever-magazine prob. diff.	0.1	0.1	0.2	-0.0	0.1	0.4	-0.5	-0.5	-0.5
Pavlov. Cond. response bias	0.1	0.1	0.1	-0.1	0.2	0.3	-0.4	-0.4	-0.3
Pavlov. Cond. lever latency	0.3	0.4	0.6	0.5	-0.3	-0.7	0.8	0.8	0.8
Pavlov. Cond. magazine entry latency	0.2	0.2	0.4	0.6	-0.6	-0.3	0.3	0.3	0.3
Pavlov. Cond. change in total contacts	1.3	1.8	2.0	-1.2	1.1	1.4	-1.4	-1.4	-1.4
Pavlov. Cond. index score	0.3	0.4	0.5	-0.3	0.3	0.7	-0.7	-0.7	-0.7
Pavlov. Cond. latency score	0.2	0.2	0.3	-0.1	0.1	0.5	-0.5	-0.5	-0.5
Pavlov. Cond. lever contacts	0.3	0.4	0.6	-0.3	0.2	0.7	-0.7	-0.7	-0.7
Pavlov. Cond. magazine entry number	0.1	0.1	0.3	-0.6	0.6	0.3	-0.2	-0.2	-0.2
Pavlov. Cond. intertrial magazine entries	6.6	8.6	8.7	2.9	-2.9	-2.9	2.9	2.9	3.0
Pavlov. Cond. lever-magazine prob. diff.	0.4	0.5	0.6	-0.4	0.4	0.8	-0.8	-0.8	-0.8
Pavlov. Cond. response bias	0.4	0.5	0.7	-0.4	0.3	0.8	-0.9	-0.9	-0.8
Time in closed arm before self-admin	1.3	1.5	1.8	-1.1	1.2	1.2	-1.3	-1.3	-1.2
Time in closed arm after self-admin	0.5	0.5	0.7	-0.4	0.6	0.7	-0.9	-0.9	-0.7
Time in open arm before self-admin	0.2	0.2	0.3	-0.1	0.3	0.5	-0.5	-0.4	-0.5
Time in open arm after self-admin	0.1	0.1	0.2	0.0	-0.1	-0.3	0.4	0.4	0.3
Bone: periosteal estimation	0.0	0.1	0.2	0.5	-0.2	-0.1	0.2	0.2	0.1
Bone: periosteal perimeter	0.0	0.1	0.2	0.5	-0.3	-0.1	0.1	0.1	0.1
Bone: post-yield work	0.2	0.2	0.4	0.2	-0.2	-0.5	0.6	0.6	0.6
Progressive ratio test 1 active lever presses	0.3	0.3	0.6	-0.8	0.8	0.5	-0.5	-0.5	-0.4
Progressive ratio test 1 breakpoint	0.2	0.2	0.5	-0.7	0.7	0.3	-0.3	-0.3	-0.2
Progressive ratio test 1 inactive lever presses	1.5	1.6	1.9	1.0	-1.1	-1.3	1.3	1.3	1.4
Progressive ratio test 2 active lever presses	0.1	0.1	0.2	0.3	-0.2	-0.4	0.4	0.4	0.4
Progressive ratio test 2 breakpoint	0.1	0.2	0.2	0.5	-0.3	-0.4	0.4	0.4	0.3
Progressive ratio test 2 inactive lever presses	0.4	0.4	0.7	0.8	-0.7	-0.7	0.6	0.6	0.6
Incentive Sensitization - Responses	1.0	1.0	1.5	1.2	-1.1	-0.9	0.9	0.9	0.8
Incentive Sensitization - Breakpoint	1.4	1.4	2.0	1.4	-1.3	-1.1	1.1	1.1	1.0
Sum of active levers in priming session hrs 5-6	0.0	0.0	0.1	0.1	0.3	-0.0	0.1	0.2	0.0
Progressive ratio	0.0	0.0	0.1	-0.2	-0.1	-0.0	-0.0	-0.0	-0.1
Food seeking constrained by brief footshock	1.7	2.1	3.8	-1.8	1.9	1.3	-1.1	-1.1	-1.2
Seeking ratio, punishment vs. effort	0.5	0.6	1.4	-0.8	1.2	0.7	-0.5	-0.5	-0.6
Retroperitoneal fat weight	0.2	0.7	0.9	0.6	-0.6	-0.9	1.0	1.0	0.8
Reaction time number correct	0.4	0.6	1.1	-0.9	1.1	0.7	-0.5	-0.5	-0.6
Reaction time mean minus median	0.2	0.3	0.4	-0.3	0.4	0.6	-0.6	-0.6	-0.5
Reaction time mean minus median AUC	0.2	0.3	0.3	-0.4	0.5	0.5	-0.6	-0.5	-0.5
Reaction time num false alarms	0.0	0.1	0.2	0.5	-0.1	-0.1	0.3	0.2	0.2
Reaction time num false alarms AUC	0.1	0.1	0.3	0.6	-0.3	-0.2	0.4	0.4	0.3
Reaction time trials correct on left	0.4	0.6	1.1	-0.9	1.1	0.7	-0.5	-0.5	-0.6
Reaction time trials on left	0.3	0.4	0.9	-0.7	0.9	0.6	-0.4	-0.4	-0.5
Reaction time mean	0.2	0.3	0.4	-0.3	0.4	0.5	-0.6	-0.6	-0.5
Reaction time mean AUC	0.4	0.5	0.8	-0.5	0.6	0.8	-0.9	-0.8	-0.7
Median of all reaction times	0.1	0.1	0.2	-0.2	0.2	0.3	-0.4	-0.4	-0.3
Reaction time omissions	2.3	3.2	3.6	1.7	-1.8	-1.8	1.8	1.8	1.9
Reaction time false alarm rate	0.3	0.4	0.7	0.8	-0.7	-0.5	0.6	0.6	0.5
Reaction time premature initiation rate	1.3	1.7	2.1	-1.3	1.4	1.3	-1.3	-1.3	-1.2
Reaction time premature initiations	1.9	2.6	3.6	-1.7	1.9	1.6	-1.5	-1.5	-1.5
Std. dev. reaction times	0.2	0.3	0.4	-0.3	0.5	0.6	-0.6	-0.6	-0.5
Reaction time trials completed	0.3	0.4	0.9	-0.7	0.9	0.6	-0.4	-0.4	-0.5
Reaction time trials AUC	0.2	0.3	0.8	-0.7	0.9	0.6	-0.4	-0.4	-0.4
Run reversals in cocaine runway, females	4.2	4.1	4.1	2.0	-2.0	-2.0	2.0	2.0	2.0
Run reversals in cocaine runway, males	2.4	2.3	2.8	-1.7	1.5	1.5	-1.4	-1.4	-1.5
Latency to leave start box in cocaine runway	1.3	1.4	2.5	-1.6	1.1	1.1	-1.1	-1.1	-1.0
Latency to leave start box in cocaine runway, F	2.7	3.0	4.3	-2.1	1.5	1.6	-1.8	-1.7	-1.6
Latency to leave start box in cocaine runway, M	1.4	1.3	1.6	0.9	-1.1	-1.1	1.3	1.3	1.2
Std. dev. time between licks in bursts	2.7	3.2	4.7	2.2	-2.0	-1.6	1.6	1.6	1.6
Total sessions with >9 infusions	0.0	0.0	0.0	0.2	0.0	-0.1	0.1	0.1	0.2
Short access day 1 total inactive lever presses	0.6	0.6	0.9	0.9	-0.8	-0.8	0.7	0.7	0.9
Short access day 10 total inactive lever presses	0.3	0.3	0.5	0.4	-0.4	-0.6	0.7	0.7	0.7
Short access day 1 total infusions	0.2	0.2	0.3	-0.4	0.5	0.4	-0.6	-0.6	-0.3
Short access day 10 total infusions	0.1	0.1	0.1	0.4	-0.3	-0.2	0.1	0.1	0.2
Short access total infusions	0.2	0.2	0.4	0.6	-0.5	-0.5	0.3	0.4	0.5
Short access day 1 locomotion	0.3	0.3	0.5	-0.2	0.3	0.5	-0.7	-0.7	-0.5
Short access day 10 total locomotion	0.8	0.9	1.4	1.2	-1.2	-0.9	0.7	0.7	1.0
Short access total locomotion	0.9	1.0	1.4	1.2	-1.2	-0.9	0.8	0.8	1.0
One hour access (0.3 mA shock)	0.2	0.3	0.3	0.5	-0.5	-0.5	0.5	0.5	0.5
Compulsive drug intake	0.0	0.0	0.1	-0.2	0.1	0.2	-0.3	-0.3	-0.2
One hour access (shock baseline)	0.0	0.0	0.0	-0.0	0.1	-0.0	0.0	0.0	0.0
Social response proportion	0.4	0.5	0.9	-1.0	0.9	0.5	-0.6	-0.6	-0.5
Social responses	1.4	1.8	2.0	1.3	-1.2	-1.4	1.4	1.4	1.4
Social time	0.2	0.3	0.7	0.7	-0.8	-0.5	0.3	0.3	0.3
Soleus weight	0.9	2.7	3.4	-1.8	1.8	1.6	-1.5	-1.5	-1.5
Bone: stiffness	0.4	0.6	0.8	-0.7	0.9	0.8	-0.6	-0.7	-0.7
Tibialis anterior weight	8.2	28.1	28.9	-5.2	5.3	5.4	-5.3	-5.3	-5.3
Time to tail flick, vehicle, before self-admin	1.1	1.1	1.7	1.3	-1.1	-1.0	1.0	1.0	0.9
Time to tail flick, vehicle, after self-admin	2.6	2.8	4.6	-2.1	1.8	1.5	-1.6	-1.6	-1.3
Time to tail flick, test, before self-admin	1.4	1.4	1.5	1.2	-1.2	-1.1	1.2	1.2	1.0
Time to tail flick, test, after self-admin	2.8	2.8	3.3	1.7	-1.5	-1.8	1.7	1.7	1.8
Delta time to tail flick, vehicle, before/after SA	1.0	1.0	2.3	-1.5	1.1	0.8	-0.9	-0.9	-0.7
Delta time to tail flick, test, before/after SA	0.1	0.1	0.1	-0.1	0.1	-0.4	0.2	0.2	0.4
Tibia length	1.6	4.4	7.8	2.8	-2.7	-1.8	1.7	1.6	1.6
Ambulatory time before self-admin	0.3	0.3	0.4	-0.4	0.4	0.6	-0.6	-0.6	-0.6
Ambulatory time after self-admin	3.6	4.0	4.3	-1.8	2.0	2.1	-2.1	-2.0	-2.1
Bone: tissue strength	0.3	0.2	0.4	0.6	-0.6	-0.4	0.4	0.4	0.4
Total heroin consumption	0.3	0.3	0.4	-0.5	0.5	0.6	-0.5	-0.6	-0.6
Bone: trabecular number	2.9	4.5	4.6	2.1	-2.1	-2.1	2.1	2.1	2.1
Bone: trabecular spacing	2.5	3.2	3.3	-1.8	1.8	1.8	-1.8	-1.8	-1.8
Bone: trabecular thickness	1.4	1.7	2.1	1.5	-1.4	-1.3	1.3	1.3	1.3
Bone: trabecular tissue density	1.2	1.6	1.8	-1.2	1.3	1.3	-1.3	-1.3	-1.3
Water consumed over 24 hours	0.5	0.7	0.8	-0.6	0.9	0.9	-0.8	-0.8	-0.8
Number of responses in last shaping day	0.0	0.0	0.1	0.1	-0.2	0.1	-0.2	-0.2	-0.0