The best approach for comprehensive profiling of metabolites is through a combination of instrumental techniques (e.g., GC-MS, LC-MS, FT-NMR, etc.). GC-MS offers analytical advantages that complement other analytical techniques. The intent of this poster is to dispel the myths about the shortcomings of GC-MS as a technique for metabolomic studies.