Ethanol Sensitivity and CREB Regulation in Mice
Author Information
Author(s): Acquaah-Mensah George K, Misra Vikas, Biswal Shyam
Primary Institution: Massachusetts College of Pharmacy and Health Sciences
Hypothesis
The study investigates the role of CREB transcription regulation in the differential expression of genes related to ethanol sensitivity in ILS and ISS mice.
Conclusion
The study suggests that ethanol sensitivity in the cerebellum may be associated with CREB transcription activity.
Supporting Evidence
- C4.5 correctly classified 81% of instances in an independent evaluation set.
- F-measures of 0.87 and 0.67 were achieved for CREB-regulated and CREB-independent classes, respectively.
- 64% of up-regulated cerebellar genes in ILS mice were predicted to be CREB-regulated.
Takeaway
This study looks at how certain genes in mice that react differently to alcohol are controlled by a protein called CREB.
Methodology
The study used machine learning to analyze promoter sequences of genes in ILS and ISS mice to predict CREB regulation.
Limitations
The evaluation set consisted of only 21 instances, which may limit the generalizability of the findings.
Participant Demographics
Inbred Long-Sleep (ILS) and Inbred Short-Sleep (ISS) mice were used in the study.
Statistical Information
P-Value
0.05
Statistical Significance
p<0.05
Digital Object Identifier (DOI)
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