Hub : Genes

Rmdn3

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	PL	gene expression	Rmdn3	0.07	0.04	1.5e-06	0.06	0.06	0.06	0.06	1.9e-07	9.0e-07	9.6e-07	8.8e-07
2	Brain	gene expression	Rmdn3	0.08	0.04	5.1e-06	0.04	0.05	0.04	0.04	1.1e-04	2.5e-05	5.2e-05	5.4e-05
3	Adipose	gene expression	Rmdn3	0.37	0.11	0.0e+00	0.27	0.26	0.26	0.27	4.4e-30	4.8e-29	3.3e-29	1.1e-29
4	Liver	gene expression	Rmdn3	0.46	0.13	0.0e+00	0.31	0.3	0.31	0.31	4.3e-35	5.3e-34	8.4e-35	4.6e-35
5	Adipose	mRNA stability	Rmdn3	0.05	0.03	6.9e-04	0.03	0.02	0.03	0.03	9.8e-05	2.1e-03	4.4e-04	2.5e-04
6	NAcc	isoform ratio	XR_010064616.1	0.02	0.01	5.5e-03	0.01	0.01	0.01	0.01	1.2e-02	2.4e-03	4.3e-03	3.3e-03
7	NAcc	isoform ratio	NM_001014046.2	0.03	0.02	1.1e-03	0.01	0.02	0.02	0.02	8.6e-03	7.1e-04	3.3e-04	3.5e-04

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	7
Bone: apparent density	0.7	1.2	2.1	1.0	-1.2	-1.4	-1.4	-1.2	-0.5	-0.5
Area under the delay curve	1.2	1.9	4.1	0.9	-1.4	-1.3	-1.3	0.0	-1.9	-2.0
BMI with tail	3.8	13.4	20.5	4.4	-4.5	-3.4	-3.4	-3.2	-3.4	-3.0
BMI without tail	3.5	18.8	27.4	5.2	-5.1	-4.5	-4.5	-4.5	-3.2	-2.7
Body weight	4.3	19.0	28.6	5.3	-5.4	-3.9	-3.9	-3.8	-4.2	-3.7
Weight adjusted by age	0.4	1.2	2.4	1.3	-1.2	-0.4	-0.4	-0.2	-1.5	-1.5
Bone surface	0.6	1.2	2.1	1.2	-1.3	-1.2	-1.2	-1.5	-0.3	-0.1
Bone volume	0.7	1.4	2.3	1.2	-1.5	-1.3	-1.3	-1.5	-0.5	-0.2
Breakpoint value in progressive ratio session	0.2	0.4	1.2	-0.7	0.4	0.2	0.2	0.2	0.9	1.1
Number of licking bursts	0.2	0.6	1.7	-0.8	0.5	-0.0	-0.0	-0.3	1.3	1.3
Context. condit. distance diff. score	2.3	2.8	5.8	1.8	-1.8	-1.9	-1.9	-2.4	-0.3	0.0
Locomotion velocity, session 1	2.8	3.2	5.5	-2.3	2.2	1.6	1.6	2.3	1.1	0.7
Locomotion distance, session 1	1.3	1.6	2.9	-1.6	1.7	1.0	1.0	1.6	0.8	0.6
Locomotion velocity, session 2	0.6	0.7	1.5	0.2	-0.6	-1.2	-1.2	-0.0	-0.7	-0.9
Locomotion distance, session 2	0.5	0.7	1.3	-1.1	1.1	0.3	0.3	0.6	1.0	0.9
Locomotion velocity, session 3	0.2	0.2	0.4	-0.7	-0.0	-0.5	-0.5	0.6	-0.0	-0.2
Locomotion distance, session 3	0.6	0.7	1.2	-0.2	-0.3	-0.9	-0.9	-0.9	1.0	1.1
Stereotopy head waving bouts, day 3	2.4	2.8	5.1	1.8	-2.0	-1.1	-1.1	-0.5	-2.3	-2.3
Stereotopy head waving duration, day 3	2.4	3.0	6.1	1.4	-1.8	-1.4	-1.4	-0.2	-2.3	-2.5
Locomotion velocity, session 7	0.6	0.7	1.3	0.6	-0.8	-1.1	-1.1	-1.1	0.0	0.1
Locomotion distance, session 7	0.4	0.5	1.5	0.5	-0.2	-0.5	-0.5	-1.2	0.8	1.0
Stereotopy head waving bouts, day 7	0.2	0.3	0.7	-0.3	0.2	0.6	0.6	0.8	-0.3	-0.4
Stereotopy head waving duration, day 7	0.3	0.4	0.7	0.0	-0.1	0.7	0.7	0.8	-0.6	-0.7
Locomotion velocity, session 8	2.0	2.4	4.3	1.2	-1.6	-2.1	-2.1	-1.1	-1.2	-1.3
Locomotion distance, session 8	0.8	1.2	2.5	0.8	-0.8	-1.5	-1.5	-1.6	0.3	0.5
Degree of sensitization distance	0.3	0.4	1.1	0.2	0.4	1.1	1.1	0.1	0.0	0.1
Degree of sensitization stereotypy	0.3	0.3	1.0	-0.2	0.4	1.0	1.0	0.4	0.2	0.2
Conditioned locomotion	2.0	2.3	3.4	1.8	-1.7	-1.7	-1.7	-1.8	-0.8	-0.7
Cocaine response after cond. corrected	0.8	1.3	2.7	-1.5	0.9	-0.4	-0.4	0.3	1.7	1.5
Cocaine response after cond. not corrected	1.1	1.6	3.6	-1.9	1.3	-0.2	-0.2	0.7	1.7	1.5
Cocaine response before conditioning	0.3	0.3	0.7	-0.5	0.6	0.6	0.6	0.8	-0.3	-0.4
Saline control response	1.5	2.1	4.5	1.9	-1.6	-0.2	-0.2	-0.5	-2.1	-2.0
Bone: connectivity density	0.2	0.4	0.9	0.8	-0.6	-0.0	-0.0	-0.1	-1.0	-0.9
Bone: cortical apparent density	0.8	1.2	2.5	-0.5	0.8	1.3	1.3	-0.1	1.3	1.6
Bone: cortical area	1.2	2.0	3.2	1.5	-1.8	-1.4	-1.4	-1.1	-1.4	-1.2
Bone: cortical porosity	0.7	0.8	2.2	-1.5	0.8	-0.8	-0.8	0.6	0.8	0.4
Bone: cortical porosity	0.4	0.4	1.1	-0.6	0.1	-1.1	-1.1	0.2	0.0	-0.3
Bone: cortical thickness	0.8	1.4	2.0	1.1	-1.4	-1.2	-1.2	-0.7	-1.2	-1.2
Bone: cortical thickness	0.3	0.4	0.8	-0.4	-0.1	-0.6	-0.6	-0.5	0.8	0.9
Bone: cortical tissue density	0.8	1.2	2.3	-0.5	0.8	1.3	1.3	-0.0	1.3	1.5
Condit. Reinf. active minus inactive responses	0.9	1.0	3.1	0.3	0.5	1.7	1.7	0.5	-0.4	-0.2
Condit. Reinf. active-inactive response ratio	0.5	0.5	1.1	1.0	-0.7	0.3	0.3	-0.3	-1.0	-0.8
Condit. Reinf. active responses	1.8	2.3	6.9	-0.1	1.1	2.6	2.6	0.9	0.1	0.3
Condit. Reinf. inactive responses	1.5	2.0	4.2	-0.8	1.4	2.1	2.1	0.7	1.0	1.2
Incentive salience index mean	1.9	2.4	6.6	-0.4	1.3	2.6	2.6	1.3	0.0	0.1
Condit. Reinf. lever presses	1.8	2.7	6.7	-0.7	1.6	2.6	2.6	1.5	0.1	0.1
Condit. Reinf. active minus inactive responses	0.5	0.7	2.4	1.5	-0.9	0.2	0.2	-0.9	-0.8	-0.4
Condit. Reinf. active-inactive response ratio	0.3	0.5	1.6	1.3	-0.8	0.0	0.0	-0.9	-0.5	-0.2
Condit. Reinf. active responses	0.8	1.2	3.8	1.9	-1.2	0.3	0.3	-1.0	-1.2	-0.8
Condit. Reinf. inactive responses	0.6	0.9	2.0	1.2	-0.8	0.7	0.7	0.0	-1.4	-1.2
Condit. Reinf. lever presses	1.2	1.8	3.9	1.7	-1.1	0.9	0.9	0.2	-2.0	-1.8
Condit. Reinf. lever reinforcers received	0.8	1.2	3.4	1.8	-1.0	0.7	0.7	-0.6	-1.3	-0.9
Conditioned reinforcement - actives	0.1	0.2	0.6	-0.6	0.6	0.3	0.3	0.8	0.1	0.1
Conditioned reinforcement - inactives	0.2	0.4	0.8	0.3	-0.3	-0.9	-0.9	-0.9	0.4	0.5
Conditioned locomotion	0.6	0.9	2.0	-0.2	0.3	0.8	0.8	1.4	-1.1	-1.4
Patch foraging indifference point 0 sec	1.6	4.6	12.1	2.1	-1.7	0.2	0.2	0.9	-3.4	-3.5
Patch foraging indifference point AUC	0.8	2.0	2.6	-1.5	1.6	1.4	1.4	1.5	1.2	1.1
Delay disc. indifference point, 0s delay	0.9	1.0	2.7	0.1	-0.1	0.6	0.6	1.2	-1.4	-1.6
Delay disc. indifference point, 16s delay	0.3	0.4	0.9	-0.2	-0.4	-0.6	-0.6	0.6	-0.7	-1.0
Delay disc. indifference point, 2s delay	0.9	1.0	2.2	1.5	-1.2	-0.6	-0.6	-0.9	-1.1	-0.9
Delay disc. indifference point, 24s delay	0.7	1.1	2.6	-1.3	1.2	1.1	1.1	1.6	0.1	-0.1
Delay disc. indifference point, 4s delay	0.7	0.7	1.5	0.5	-0.7	-0.9	-0.9	0.0	-1.1	-1.2
Delay disc. indifference point, 8s delay	2.3	3.8	7.0	1.5	-2.1	-1.8	-1.8	-0.3	-2.5	-2.6
Indifference point function ln k	1.6	4.9	7.3	2.2	-2.5	-2.7	-2.7	-2.5	-1.2	-1.0
Indifference point function log k	1.6	4.9	7.3	2.2	-2.5	-2.7	-2.7	-2.5	-1.2	-1.0
Patch foraging total patch changes 0 sec	1.3	3.9	10.1	1.9	-1.7	0.3	0.3	0.9	-3.1	-3.2
Patch foraging total patch changes 12 sec	0.9	1.2	1.9	0.3	0.1	1.4	1.4	1.4	-1.2	-1.2
Patch foraging total patch changes 18 sec	0.3	0.7	1.6	-0.3	0.6	1.2	1.2	1.3	-0.2	-0.1
Patch foraging total patch changes 24 sec	0.4	1.4	3.4	1.2	-1.2	-0.5	-0.5	0.3	-1.9	-1.8
Patch foraging total patch changes 6 sec	0.5	0.8	1.7	0.3	0.0	1.0	1.0	1.3	-0.9	-0.9
Patch foraging time to switch 0 sec	0.4	1.6	4.1	-0.3	0.9	2.0	2.0	1.3	-0.4	-0.5
Patch foraging water rate 0 sec	0.4	1.6	2.8	1.3	-1.5	-1.5	-1.5	-1.7	-0.2	0.1
Patch foraging water rate 12 sec	0.4	1.7	2.8	-0.1	-0.4	-1.5	-1.5	-1.6	1.5	1.7
Patch foraging water rate 18 sec	0.5	1.2	3.0	0.1	-0.8	-1.7	-1.7	-1.1	0.3	0.3
Patch foraging water rate 24 sec	1.0	1.5	3.6	1.0	-1.2	-1.3	-1.3	-1.9	0.6	0.9
Patch foraging water rate 6 sec	1.2	1.7	5.5	-0.8	0.6	-0.3	-0.3	-0.9	2.2	2.3
Seeking ratio, delayed vs. immediate footshock	0.4	0.6	2.1	0.7	-0.6	-0.6	-0.6	-1.4	0.4	0.7
Distance traveled before self-admin	0.2	0.4	0.8	0.6	-0.8	-0.9	-0.9	-0.3	-0.5	-0.3
Distance traveled after self-admin	0.0	0.0	0.2	0.2	-0.2	-0.1	-0.1	-0.1	0.2	0.4
Extensor digitorum longus weight	0.2	0.7	1.4	0.5	-1.1	-1.2	-1.2	-0.6	-0.5	-0.5
Bone: elastic displacement	0.1	0.2	0.5	-0.2	0.1	0.3	0.3	0.7	-0.5	-0.6
Bone: elastic work	0.5	0.6	1.5	0.9	-0.9	-0.1	-0.1	0.0	-1.2	-1.2
Bone: endosteal estimation	0.3	0.7	1.3	0.3	-0.5	-1.1	-1.1	-1.2	0.6	0.8
Bone: endosteal perimeter	0.1	0.2	0.4	0.2	-0.3	-0.6	-0.6	-0.6	0.3	0.4
Epididymis fat weight	0.3	1.3	2.6	0.6	-1.1	-1.6	-1.6	-0.5	-0.9	-1.0
Delta time in closed arm before/after self-admin	0.3	0.3	0.7	0.3	-0.1	-0.4	-0.4	-0.9	0.5	0.7
Delta time in open arm before/after self-admin	1.6	1.9	4.7	1.3	-1.4	-1.6	-1.6	-2.2	0.3	0.7
Diff in mean of infusions in LGA sessions	0.3	0.5	1.3	-0.1	0.4	1.1	1.1	0.7	-0.3	-0.1
Delay discount exponential model param	1.1	1.5	2.9	-0.7	1.2	1.2	1.2	0.0	1.6	1.7
Extinction: sum of active levers before priming	0.6	0.9	1.8	-1.3	1.2	0.7	0.7	1.3	0.6	0.4
Active lever presses in extinction session 6	0.3	0.3	1.0	-0.8	0.6	0.1	0.1	1.0	0.2	0.1
Bone: final force	0.9	1.4	2.8	1.6	-1.5	-1.0	-1.0	-1.7	-0.6	-0.3
Bone: final moment	0.8	1.3	2.6	1.5	-1.4	-1.0	-1.0	-1.6	-0.6	-0.3
Food consumed during 24 hour testing period	0.3	0.6	1.5	-0.7	0.5	-0.3	-0.3	-0.3	1.2	1.2
Glucose	1.5	2.4	4.0	1.5	-1.8	-1.9	-1.9	-2.0	-0.4	-0.1
Heart weight	2.9	4.7	6.6	2.5	-2.6	-2.2	-2.2	-2.3	-1.7	-1.4
Delay discount hyperbolic model param	1.2	1.6	2.9	-0.9	1.3	1.2	1.2	0.2	1.6	1.7
Intermittent access intake day 1-15 change	0.4	2.1	4.2	0.5	-0.9	-1.8	-1.8	-2.0	1.0	1.2
Intermittent access intake escalation	0.4	2.0	4.1	0.8	-1.2	-1.8	-1.8	-2.0	0.6	0.9
Intermittent access intake escalation 2	1.5	2.5	4.0	-0.4	-0.2	-1.9	-1.9	-1.6	1.8	2.0
Intermitt. access day 1 inactive lever presses	0.1	1.4	2.4	1.6	-1.2	-0.7	-0.7	-0.9	-1.5	-1.5
Intermitt. access day 15 inactive lever presses	0.1	0.8	1.8	0.9	-0.9	-1.0	-1.0	-1.3	-0.1	-0.0
Intermitt. access escalation Index	0.1	0.5	1.3	1.1	-0.8	0.4	0.4	-0.5	-0.8	-0.5
Intermittent access day 1 total infusions	0.1	0.4	1.1	-0.3	0.3	0.6	0.6	1.1	-0.5	-0.6
Intermittent access day 15 total infusions	0.2	0.5	1.0	0.7	-0.9	-0.8	-0.8	-1.0	-0.2	0.0
Intermittent access terminal intake (last 3 days)	0.5	0.9	1.6	0.3	-0.7	-1.3	-1.3	-1.3	0.5	0.7
Intermittent access total infusions	0.1	0.1	0.1	0.2	-0.4	-0.3	-0.3	-0.3	-0.1	-0.1
Intermittent access day 1 locomotion	0.6	1.0	3.4	0.5	-0.6	-0.0	-0.0	0.7	-1.7	-1.9
Intermittent access day 15 total locomotion	0.3	1.2	2.5	0.8	-1.0	-1.5	-1.5	-1.6	0.0	0.2
Intermittent access total locomotion	0.2	0.2	0.3	0.3	-0.4	-0.5	-0.5	-0.2	-0.5	-0.6
Intermittent access standard deviation	0.2	1.2	2.1	0.1	-0.5	-1.4	-1.4	-1.4	1.0	1.1
Left kidney weight	1.4	11.4	14.8	3.6	-3.7	-3.8	-3.8	-3.0	-2.8	-2.6
Right kidney weight	2.4	16.9	20.5	4.5	-4.5	-4.4	-4.4	-3.2	-3.9	-3.7
Cocaine induced anxiety	0.4	1.1	2.9	1.1	-0.8	-0.5	-0.5	-0.1	-1.6	-1.7
Post-drug Anxiety	1.2	1.3	2.4	1.5	-1.1	-1.0	-1.0	-1.1	-1.2	-1.1
Baseline Anxiety	0.1	0.2	0.7	0.4	-0.2	-0.2	-0.2	-0.8	0.4	0.6
Tail length	1.5	8.1	12.6	3.3	-3.2	-3.1	-3.1	-3.5	-1.5	-1.0
Length with tail	1.1	4.9	7.8	2.8	-2.7	-2.0	-2.0	-2.2	-1.9	-1.6
Length without tail	0.3	1.3	2.2	1.2	-1.5	-1.2	-1.2	-1.0	-1.1	-1.0
Times rat made contact with spout	0.1	0.2	0.4	-0.0	-0.2	0.3	0.3	0.5	-0.6	-0.6
Lifetime Intake	0.0	0.0	0.0	-0.2	-0.1	-0.1	-0.1	0.2	-0.1	-0.2
Liver weight, left	2.6	4.5	8.5	2.9	-2.6	-1.6	-1.6	-2.1	-2.0	-1.7
Liver weight, right	1.9	3.2	5.1	2.1	-2.3	-1.4	-1.4	-1.1	-2.1	-1.9
Locomotor activity	0.3	0.4	0.9	-0.9	0.9	0.6	0.6	0.8	0.2	-0.0
Locomotor testing distance	0.2	0.5	0.9	-1.0	0.9	0.7	0.7	0.8	0.3	0.0
Locomotor testing rearing	0.5	1.8	2.9	-1.5	1.7	1.4	1.4	0.9	1.3	1.2
Locomotion in novel chamber	0.2	0.2	0.5	0.5	-0.6	-0.2	-0.2	-0.1	-0.6	-0.7
Locomotion in novel chamber post-restriction	0.7	2.3	3.8	1.6	-1.7	-1.8	-1.8	-1.9	-0.6	-0.3
Fecal boli incidents, locomotor time 1	0.2	0.6	1.8	-1.3	0.9	0.4	0.4	0.8	0.6	0.4
Change in fecal boli incidents, locomotor task	2.1	2.2	3.3	1.8	-1.7	-1.6	-1.6	-1.7	-0.8	-0.6
Time >=10cm from walls, locomotor time 1	0.2	0.2	0.5	-0.1	0.1	-0.2	-0.2	-0.5	0.7	0.7
Bouts of movement, locomotor time 1	3.7	4.8	7.8	-2.8	2.6	1.9	1.9	2.4	1.8	1.5
Total resting periods, locomotor time 1	4.2	4.8	7.0	-2.6	2.6	2.1	2.1	2.4	1.8	1.5
Rest time, locomotor task time 1	0.1	0.2	0.4	0.0	0.4	0.6	0.6	0.5	0.1	0.1
Distance moved, locomotor task time 1	0.0	0.1	0.3	-0.0	0.1	0.5	0.5	0.5	-0.2	-0.2
Vertical activity count, locomotor time 1	0.0	0.1	0.2	0.4	-0.4	-0.2	-0.2	-0.4	-0.0	0.1
Time >=10cm from walls, locomotor time 2	2.6	7.5	12.7	3.6	-3.3	-2.0	-2.0	-2.2	-3.0	-2.7
Bouts of movement, locomotor time 2	0.0	0.0	0.1	0.0	-0.2	0.3	0.3	-0.0	-0.0	0.1
Total resting periods, locomotor time 2	0.0	0.0	0.1	-0.0	-0.2	0.4	0.4	0.0	0.1	0.2
Rest time, locomotor task time 2	2.4	4.0	6.3	-2.3	2.5	1.7	1.7	1.7	2.0	1.8
Distance moved, locomotor task time 2	1.6	2.1	3.7	1.9	-1.7	-0.7	-0.7	-0.6	-1.9	-1.8
Vertical activity count, locomotor time 2	1.3	3.0	5.8	2.4	-2.3	-1.2	-1.2	-1.5	-1.8	-1.5
Light reinforcement 1	0.9	4.0	7.7	1.5	-0.7	2.1	2.1	1.3	-2.8	-2.6
Light reinforcement 2	0.9	2.1	4.1	-1.2	1.5	2.0	2.0	1.6	0.6	0.5
Bone: marrow area	0.3	0.7	1.3	0.3	-0.6	-1.1	-1.1	-1.1	0.5	0.7
Bone: maximum diameter	0.6	1.2	2.1	1.4	-1.5	-1.0	-1.0	-1.1	-0.9	-0.7
Bone: maximum force	1.3	2.6	4.3	2.1	-2.0	-1.4	-1.4	-1.6	-1.4	-1.2
Bone: maximum moment	1.2	2.2	3.6	1.9	-1.8	-1.3	-1.3	-1.5	-1.3	-1.1
Mean time between licks in bursts	0.1	0.7	1.5	-1.2	1.1	0.0	0.0	0.6	1.1	0.8
Mean num. licks in bursts	0.3	0.8	2.3	0.9	-0.7	0.1	0.1	0.3	-1.5	-1.5
Cd content in liver	0.3	0.3	0.5	0.7	-0.7	-0.5	-0.5	-0.5	-0.5	-0.4
Co content in liver	0.2	0.2	0.6	-0.5	-0.1	-0.8	-0.8	0.3	-0.0	-0.2
Cu content in liver	0.6	0.7	2.0	-0.5	0.4	-0.3	-0.3	-0.6	1.3	1.4
Fe content in liver	1.9	2.3	5.0	-0.6	1.4	2.2	2.2	0.4	1.3	1.5
K content in liver	0.5	0.4	0.9	0.4	-0.5	-0.9	-0.9	-1.0	0.3	0.4
Mg content in liver	1.5	1.7	3.3	0.8	-1.2	-1.7	-1.7	-1.8	0.4	0.7
Mn content in liver	1.6	1.8	2.9	1.7	-1.6	-1.1	-1.1	-1.0	-1.4	-1.3
Na content in liver	0.5	0.6	1.3	-0.7	0.9	0.4	0.4	-0.2	1.2	1.1
Rb content in liver	3.7	4.3	6.6	2.0	-2.4	-2.6	-2.6	-1.8	-1.4	-1.3
Se content in liver	0.2	0.2	0.5	0.6	-0.5	-0.3	-0.3	-0.7	0.0	0.3
Sr content in liver	0.2	0.1	0.4	-0.6	0.5	0.1	0.1	0.6	0.1	-0.1
Zn content in liver	0.9	1.1	3.7	-0.4	0.6	0.2	0.2	-0.8	1.6	1.9
Bone: minimum diameter	1.2	2.3	3.2	1.1	-1.6	-1.7	-1.7	-0.5	-1.7	-1.8
Time in familiar zone, hab. session 1	1.6	1.7	2.9	-1.7	1.5	0.9	0.9	1.0	1.5	1.4
Time in novel zone, hab. session 1	2.3	2.6	4.6	2.1	-1.9	-1.1	-1.1	-1.4	-1.7	-1.6
Total zone transitions, hab. session 1	0.6	0.9	1.7	-1.2	1.2	0.8	0.8	1.3	0.5	0.3
Total locomotion distance, hab. session 1	0.5	0.7	1.6	-1.0	1.1	0.8	0.8	1.3	0.3	0.1
Locomotion velocity, hab. session 1	1.0	1.4	3.0	-1.3	1.5	1.2	1.2	1.7	0.3	0.0
Time in familiar zone, hab. session 2	0.0	0.0	0.1	-0.0	-0.1	0.2	0.2	0.0	0.1	0.1
Time in novel zone, hab. session 2	0.5	0.6	0.7	0.8	-0.7	-0.8	-0.8	-0.4	-0.8	-0.8
Total zone transitions, hab. session 2	0.3	0.3	0.8	-0.9	0.8	0.0	0.0	0.4	0.7	0.5
Total locomotion distance, hab. session 2	0.1	0.1	0.1	-0.1	0.4	0.4	0.4	0.3	-0.0	-0.0
Locomotion velocity, hab. session 2	0.2	0.2	0.4	-0.3	0.6	0.7	0.7	0.6	0.0	-0.1
Novel to familiar place preference ratio	1.1	1.5	2.8	1.6	-1.4	-0.3	-0.3	-0.6	-1.7	-1.6
Novelty place preference	1.1	1.4	2.6	1.6	-1.3	-0.4	-0.4	-0.5	-1.6	-1.5
Time in novel zone, NPP test	1.1	1.3	2.5	1.6	-1.3	-0.4	-0.4	-0.6	-1.5	-1.4
Total zone transitions, NPP test	1.1	1.6	3.4	-1.8	1.5	-0.1	-0.1	0.7	1.8	1.5
Total locomotion distance, NPP test	0.3	0.4	1.0	-1.0	0.8	-0.5	-0.5	0.3	0.8	0.5
Locomotion velocity, NPP test	0.4	0.5	1.2	-1.1	0.9	-0.5	-0.5	0.5	0.8	0.5
Intraocular pressure	1.2	1.9	4.2	-1.6	1.3	1.5	1.5	2.0	0.3	0.0
Delta distance traveled before/after self-admin	0.2	0.2	0.6	-0.3	0.5	0.8	0.8	0.4	0.2	0.2
Delta ambulatory time before/after self-admin	0.4	0.7	1.7	-0.4	0.8	1.3	1.3	0.8	0.1	0.1
Parametrial fat weight	0.2	0.5	1.1	0.3	0.1	0.7	0.7	0.8	-1.0	-1.0
Pavlov. Cond. lever latency	0.4	0.5	0.9	0.6	-0.9	-0.8	-0.8	-0.9	0.1	0.2
Pavlov. Cond. magazine entry latency	0.9	1.1	1.9	0.9	-0.1	1.2	1.2	0.4	-1.4	-1.3
Pavlov. Cond. change in total contacts	0.1	0.1	0.5	0.3	0.1	-0.0	-0.0	-0.7	0.2	0.4
Pavlov. Cond. index score	0.6	0.8	1.8	-0.2	0.8	1.3	1.3	1.0	-0.5	-0.6
Pavlov. Cond. latency score	0.8	1.0	1.7	-0.2	0.7	1.3	1.3	1.1	-0.8	-0.9
Pavlov. Cond. lever contacts	0.5	0.7	1.1	-0.6	1.0	1.1	1.1	0.9	-0.1	-0.2
Pavlov. Cond. magazine entry number	0.6	0.8	1.6	-1.0	0.3	-0.8	-0.8	-0.1	1.3	1.2
Pavlov. Cond. intertrial magazine entries	0.6	0.7	2.3	-0.5	0.1	-0.2	-0.2	-0.6	1.3	1.5
Pavlov. Cond. lever-magazine prob. diff.	0.5	0.7	1.4	-0.5	0.9	1.2	1.2	0.9	-0.2	-0.3
Pavlov. Cond. response bias	0.3	0.4	1.1	-0.0	0.6	1.1	1.1	0.3	-0.1	-0.0
Pavlov. Cond. lever latency	2.1	3.0	6.2	-2.5	2.0	-0.1	-0.1	0.7	2.4	2.1
Pavlov. Cond. magazine entry latency	0.9	1.3	2.8	1.7	-0.9	1.0	1.0	-0.3	-1.3	-1.0
Pavlov. Cond. change in total contacts	0.4	1.1	3.2	1.8	-1.0	0.7	0.7	-0.9	-1.1	-0.7
Pavlov. Cond. index score	1.2	1.8	5.0	2.2	-1.5	0.7	0.7	-0.9	-1.6	-1.2
Pavlov. Cond. latency score	0.9	1.4	4.1	2.0	-1.3	0.5	0.5	-0.9	-1.4	-1.0
Pavlov. Cond. lever contacts	2.2	3.3	6.8	2.6	-2.0	0.3	0.3	-0.7	-2.5	-2.2
Pavlov. Cond. magazine entry number	0.8	1.1	3.2	-1.8	1.0	-0.6	-0.6	0.8	1.1	0.7
Pavlov. Cond. intertrial magazine entries	0.2	0.4	1.0	-0.6	-0.1	-1.0	-1.0	0.3	-0.1	-0.3
Pavlov. Cond. lever-magazine prob. diff.	1.1	1.7	4.6	2.1	-1.4	0.7	0.7	-0.8	-1.5	-1.2
Pavlov. Cond. response bias	2.5	3.4	8.1	2.8	-2.1	0.5	0.5	-0.9	-2.4	-2.0
Time in closed arm before self-admin	1.6	2.8	4.6	-1.7	1.9	2.1	2.1	1.6	1.0	0.8
Time in closed arm after self-admin	1.3	1.4	2.8	-0.9	1.3	1.7	1.7	0.7	0.9	0.9
Time in open arm before self-admin	0.4	0.4	1.0	0.4	-0.7	-0.4	-0.4	0.2	-1.0	-1.0
Time in open arm after self-admin	2.9	3.2	5.9	1.5	-1.9	-2.4	-2.4	-2.1	-0.1	0.1
Bone: periosteal estimation	0.5	1.3	2.0	1.0	-1.3	-1.4	-1.4	-1.2	-0.6	-0.5
Bone: periosteal perimeter	0.7	1.3	1.8	1.0	-1.3	-1.3	-1.3	-0.7	-1.1	-1.1
Bone: post-yield work	0.3	0.5	0.8	-0.3	0.2	-0.9	-0.9	-0.7	0.9	0.8
Progressive ratio test 1 active lever presses	0.1	0.2	0.4	-0.2	0.2	0.6	0.6	0.4	-0.1	-0.1
Progressive ratio test 1 breakpoint	0.1	0.2	0.4	-0.2	0.3	0.6	0.6	0.4	-0.1	-0.1
Progressive ratio test 1 inactive lever presses	0.0	0.0	0.1	0.0	0.2	0.3	0.3	-0.1	0.1	0.0
Progressive ratio test 2 active lever presses	0.0	0.1	0.1	0.3	-0.2	0.3	0.3	-0.1	-0.1	0.0
Progressive ratio test 2 breakpoint	0.1	0.1	0.2	0.5	-0.4	0.2	0.2	-0.3	-0.2	-0.1
Progressive ratio test 2 inactive lever presses	0.1	0.2	0.4	0.6	-0.5	-0.4	-0.4	-0.6	-0.3	-0.2
Incentive Sensitization - Responses	0.0	0.0	0.1	0.1	-0.3	-0.2	-0.2	-0.1	-0.0	0.0
Incentive Sensitization - Breakpoint	0.0	0.0	0.1	0.2	-0.3	-0.1	-0.1	-0.1	-0.1	-0.0
Sum of active levers in priming session hrs 5-6	0.6	0.6	1.6	-0.5	0.4	-0.5	-0.5	-0.4	1.2	1.3
Progressive ratio	0.1	0.2	0.4	-0.1	0.4	0.7	0.7	0.2	0.3	0.3
Food seeking constrained by brief footshock	0.0	0.0	0.0	0.1	0.0	-0.1	-0.1	-0.1	-0.1	-0.2
Seeking ratio, punishment vs. effort	0.0	0.0	0.1	0.0	-0.1	-0.2	-0.2	0.0	-0.3	-0.3
Retroperitoneal fat weight	2.3	10.1	18.7	4.3	-3.8	-1.2	-1.2	-1.7	-4.2	-3.8
Reaction time number correct	1.3	4.5	8.4	2.0	-2.3	-2.7	-2.7	-2.9	-0.3	-0.1
Reaction time mean minus median	0.1	0.7	1.0	1.0	-1.0	-0.4	-0.4	-0.6	-1.0	-1.0
Reaction time mean minus median AUC	0.4	2.7	4.1	2.0	-2.0	-1.3	-1.3	-1.4	-1.8	-1.7
Reaction time num false alarms	0.0	0.0	0.1	0.3	-0.1	-0.1	-0.1	-0.1	-0.2	-0.3
Reaction time num false alarms AUC	0.0	0.0	0.1	0.2	0.1	0.2	0.2	-0.1	0.1	0.1
Reaction time trials correct on left	1.3	4.5	8.4	2.0	-2.3	-2.7	-2.7	-2.9	-0.3	-0.1
Reaction time trials on left	1.3	4.4	8.2	2.0	-2.3	-2.6	-2.6	-2.9	-0.3	-0.1
Reaction time mean	0.4	0.8	2.0	-0.4	0.7	1.4	1.4	0.4	0.6	0.7
Reaction time mean AUC	0.1	0.3	1.0	-0.1	0.4	1.0	1.0	0.2	0.3	0.4
Median of all reaction times	1.4	2.2	4.1	-1.1	1.5	2.0	2.0	0.9	1.3	1.3
Reaction time omissions	0.7	1.1	2.5	1.5	-1.0	0.1	0.1	-0.1	-1.6	-1.5
Reaction time false alarm rate	0.8	1.0	2.0	-0.7	1.1	1.4	1.4	1.3	0.0	-0.1
Reaction time premature initiation rate	1.5	2.4	5.8	-0.6	1.4	2.4	2.4	1.6	-0.0	0.1
Reaction time premature initiations	0.1	0.3	0.7	0.5	0.1	0.8	0.8	-0.1	-0.1	0.0
Std. dev. reaction times	0.2	0.8	1.6	1.2	-1.1	0.0	0.0	-0.4	-1.3	-1.2
Reaction time trials completed	1.3	4.4	8.2	2.0	-2.3	-2.6	-2.6	-2.9	-0.3	-0.1
Reaction time trials AUC	1.2	4.2	8.7	2.0	-2.2	-2.4	-2.4	-3.0	-0.2	0.1
Run reversals in cocaine runway, females	0.8	0.9	1.5	-0.1	-0.1	-1.2	-1.2	-1.1	1.0	1.1
Run reversals in cocaine runway, males	0.3	0.3	0.6	-0.5	0.7	0.2	0.2	0.2	0.8	0.7
Latency to leave start box in cocaine runway	0.0	0.1	0.2	0.3	0.0	0.4	0.4	-0.1	0.0	0.1
Latency to leave start box in cocaine runway, F	0.2	0.2	0.4	-0.6	0.6	0.4	0.4	0.5	0.3	0.2
Latency to leave start box in cocaine runway, M	0.8	0.8	2.8	1.7	-0.9	0.1	0.1	-1.3	-0.5	-0.2
Std. dev. time between licks in bursts	0.6	1.1	1.9	1.0	-1.2	-0.9	-0.9	-0.2	-1.4	-1.4
Total sessions with >9 infusions	0.8	1.0	3.0	-0.8	0.6	0.9	0.9	1.7	-0.7	-0.9
Short access day 1 total inactive lever presses	0.5	1.0	2.0	0.6	-0.9	-1.4	-1.4	-0.5	-0.9	-1.0
Short access day 10 total inactive lever presses	0.3	1.9	4.5	1.4	-1.1	-1.7	-1.7	-2.1	0.0	0.1
Short access day 1 total infusions	0.2	0.5	1.7	-1.0	0.7	0.2	0.2	1.3	0.0	-0.2
Short access day 10 total infusions	0.4	0.7	1.5	-0.5	0.6	1.1	1.1	1.2	-0.4	-0.5
Short access total infusions	0.4	0.5	1.6	-0.8	0.5	0.7	0.7	1.3	-0.2	-0.4
Short access day 1 locomotion	0.8	1.4	3.3	-1.2	1.1	1.3	1.3	1.8	-0.0	-0.2
Short access day 10 total locomotion	0.2	1.0	2.3	0.1	-0.8	-1.5	-1.5	-0.0	-0.8	-1.0
Short access total locomotion	0.7	1.0	3.2	0.0	-0.2	0.2	0.2	1.2	-1.5	-1.8
One hour access (0.3 mA shock)	1.3	1.6	3.4	0.1	-0.4	-1.0	-1.0	-1.7	1.6	1.8
Compulsive drug intake	0.7	1.0	2.2	-0.1	-0.3	-0.9	-0.9	-1.2	1.3	1.5
One hour access (shock baseline)	0.1	0.1	0.3	0.4	-0.1	0.5	0.5	0.1	-0.4	-0.3
Social response proportion	0.5	0.7	1.5	1.2	-0.2	1.1	1.1	-0.7	-0.2	0.2
Social responses	1.4	1.8	5.4	-0.0	0.8	2.3	2.3	0.6	0.3	0.6
Social time	0.1	0.1	0.3	0.5	-0.3	0.5	0.5	-0.4	-0.1	0.1
Soleus weight	0.1	0.2	0.5	-0.2	0.2	0.7	0.7	0.0	0.5	0.5
Bone: stiffness	0.8	1.5	2.8	1.7	-1.4	-0.9	-0.9	-1.3	-1.1	-0.8
Tibialis anterior weight	0.1	0.3	0.9	0.8	-0.6	0.3	0.3	-1.0	0.1	0.5
Time to tail flick, vehicle, before self-admin	0.2	0.3	1.0	0.0	-0.3	-0.1	-0.1	0.4	-0.8	-1.0
Time to tail flick, vehicle, after self-admin	0.2	0.3	0.7	0.1	-0.7	-0.8	-0.8	-0.6	0.0	0.0
Time to tail flick, test, before self-admin	0.2	0.3	0.5	-0.1	0.1	0.7	0.7	0.5	-0.5	-0.5
Time to tail flick, test, after self-admin	0.5	0.5	1.0	0.8	-0.9	-0.3	-0.3	-0.1	-1.0	-0.9
Delta time to tail flick, vehicle, before/after SA	1.7	1.8	3.9	1.3	-1.4	-1.5	-1.5	-2.0	0.0	0.3
Delta time to tail flick, test, before/after SA	0.1	0.1	0.2	0.3	-0.4	-0.2	-0.2	0.1	-0.4	-0.4
Tibia length	0.7	2.0	6.0	1.3	-1.0	-0.3	-0.3	0.4	-2.3	-2.5
Ambulatory time before self-admin	0.2	0.5	0.8	0.6	-0.9	-0.8	-0.8	-0.0	-0.8	-0.7
Ambulatory time after self-admin	0.1	0.1	0.3	-0.1	0.2	0.4	0.4	0.2	0.4	0.5
Bone: tissue strength	0.3	0.4	0.8	0.4	-0.4	-0.9	-0.9	-0.4	-0.4	-0.5
Total heroin consumption	0.4	0.5	1.5	-1.2	0.9	-0.1	-0.1	0.7	0.7	0.6
Bone: trabecular number	1.5	2.7	5.1	1.7	-1.8	-2.0	-2.0	-2.3	-0.3	-0.0
Bone: trabecular spacing	1.7	2.4	5.0	-0.8	1.0	2.1	2.1	2.2	-0.8	-1.0
Bone: trabecular thickness	0.4	0.6	1.9	-0.5	0.4	0.0	0.0	-0.5	1.3	1.4
Bone: trabecular tissue density	2.2	3.9	9.8	-2.0	1.9	-0.2	-0.2	-0.4	3.1	3.1
Water consumed over 24 hours	0.4	0.7	1.4	-0.7	0.7	1.2	1.2	0.4	0.7	0.8
Number of responses in last shaping day	0.7	1.0	2.2	-0.6	0.8	1.2	1.2	1.5	-0.4	-0.6