Non-coding RNA (ncRNA) is a newly discovered functional RNA different from messenger RNA, which can participate in the regulation of tumor occurrence and development. Studies have shown that ncRNA can participate in the regulation of radiotherapy response to gastric cancer, and its mechanism may be related to its influence on DNA damage repair, gastric cancer cell stemness, apoptosis, and activation of epidermal growth factor receptor signal pathway. This article summarizes the mechanism of ncRNA regulating the response of gastric cancer to radiotherapy, and looks forward to the potential clinical application of ncRNA in the resistance of gastric cancer to radiotherapy.