
Behavioral studies of genetically diverse mice have proven powerful for  determining relationships between phenotypes and have been widely used in  alcohol research. Most of these studies rely on naturally occurring genetic  polymorphisms among inbred strains and selected lines. Another approach is to  introduce variation by engineering single gene mutations in mice.
We have tested  37 different mutant mice and their wild type controls for a variety (31) of  behaviors and have mined this dataset by K-means clustering and analysis of  correlations.
We found a correlation between a stress-related response (activity  in a novel environment) and alcohol consumption and preference for saccharin.
We  confirmed several relationships detected in earlier genetic studies including  positive correlation of alcohol consumption with saccharin consumption, and  negative correlations with conditioned taste aversion and alcohol withdrawal  severity. Introduction of single gene mutations either eliminated or greatly  diminished these correlations. The three tests of alcohol consumption used  (continuous two bottle choice, and two limited access tests: Drinking In the  Dark and Sustained High Alcohol Consumption) share a relationship with saccharin  consumption, but differ from each other in their correlation networks.
We suggest that alcohol consumption is controlled by multiple physiological systems where single gene mutations can disrupt the networks of such systems.
 
