Insight into biological stress regulatory pathways can be derived from high-throughput transcriptomicdata using computational algorithms. These algorithms can be integrated into a computational approachto provide specific testable predictions that answer biological questions of interest. This review conceptu-ally organizes a wide variety of developed algorithms into a classification system base…