Transcriptomic and proteomic approaches have separately proven effective
at identifying novel mechanisms affecting addiction-related behavior; however,
it is difficult to prioritize the many promising leads from each approach. A
convergent secondary analysis of proteomic and transcriptomic results can glean
additional information to help prioritize promising leads. The current study is
a secondary analysis of the convergence of recently published separate
transcriptomic and proteomic analyses of nucleus accumbens (NAc) tissue from
rats subjected to environmental enrichment vs. isolation and cocaine
self-administration vs. saline. Multiple bioinformatics approaches (e.g. Gene
Ontology (GO) analysis, Ingenuity Pathway Analysis (IPA), and Gene Set
Enrichment Analysis (GSEA)) were used to interrogate these rich data sets.
Although there was little correspondence between mRNA vs. protein at the
individual target level, good correspondence was found at the level of
gene/protein sets, particularly for the environmental enrichment manipulation.
These data identify gene sets where there is a positive relationship between
changes in mRNA and protein (e.g. glycolysis, ATP synthesis, translation
elongation factor activity, etc.) and gene sets where there is an inverse
relationship (e.g. ribosomes, Rho GTPase signaling, protein ubiquitination,
etc.). Overall environmental enrichment produced better correspondence than
cocaine self-administration. The individual targets contributing to mRNA and
protein effects were largely not overlapping. As a whole, these results confirm
that robust transcriptomic and proteomic data sets can provide similar results
at the gene/protein set level even when there is little correspondence at the
individual target level and little overlap in the targets contributing to the
effects.