Proteomic characterization of gastric cancer response to chemotherapy and targeted therapy reveals new therapeutic strategies.
Yan LiChen XuBing WangFu-Jiang XuFahan MaYuanyuan QuDongxian JiangKai LiJinwen FengSha TianXiaohui WuYun-Zhi WangYang LiuZhaoyu QinYalan LiuJing QinQi SongXiaolei ZhangAkesu SujieJie HuangTian-Shu LiuKuntang ShenJian-Yuan ZhaoYing-Yong HouChen DingPublished in: Nature communications (2022)
Chemotherapy and targeted therapy are the major treatments for gastric cancer (GC), but drug resistance limits its effectiveness. Here, we profile the proteome of 206 tumor tissues from patients with GC undergoing either chemotherapy or anti-HER2-based therapy. Proteome-based classification reveals four subtypes (G-I-G-IV) related to different clinical and molecular features. MSI-sig high GC patients benefit from docetaxel combination treatment, accompanied by anticancer immune response. Further study reveals patients with high T cell receptor signaling respond to anti-HER2-based therapy; while activation of extracellular matrix/PI3K-AKT pathway impair anti-tumor effect of trastuzumab. We observe CTSE functions as a cell intrinsic enhancer of chemosensitivity of docetaxel, whereas TKTL1 functions as an attenuator. Finally, we develop prognostic models with high accuracy to predict therapeutic response, further validated in an independent validation cohort. This study provides a rich resource for investigating the mechanisms and indicators of chemotherapy and targeted therapy in GC.
Keyphrases
- locally advanced
- extracellular matrix
- immune response
- randomized controlled trial
- rectal cancer
- end stage renal disease
- squamous cell carcinoma
- systematic review
- machine learning
- gas chromatography
- ejection fraction
- stem cells
- radiation therapy
- newly diagnosed
- transcription factor
- prognostic factors
- deep learning
- chemotherapy induced
- cell therapy
- epidermal growth factor receptor
- inflammatory response
- mass spectrometry
- bone marrow
- combination therapy
- liquid chromatography