Finally, transcriptome-wide expression correlation analysis showed that expression of PHF3 and PTP4A1 transcripts in brain was significantly correlated with expression of many alcoholism-related genes (Table S2) (although some associations between these genes and alcoholism have not yet been well replicated so far). Here, PTP4A1 is linked to alcohol drinking.