In-depth understanding of molecular characteristics of gastric cancer enabled us to realize personalized medicine with targeted agents in gastric cancer treatment.The investigators initiated open-label, randomized, controlled phase II, multi-arm trial comparing targeted therapy based on tumor molecular profiling with standard paclitaxel therapy as second line treatment.