Frontiers in Oncology (Mar 2023)
ITGB1-mediated molecular landscape and cuproptosis phenotype induced the worse prognosis in diffuse gastric cancer
- Xingyu Zhu,
- Xingyu Zhu,
- Xingyu Zhu,
- Xingyu Zhu,
- Hao Chen,
- Han Li,
- Huicheng Ren,
- Huicheng Ren,
- Huicheng Ren,
- Huicheng Ren,
- Chunshui Ye,
- Chunshui Ye,
- Chunshui Ye,
- Kang Xu,
- Kang Xu,
- Kang Xu,
- Kang Xu,
- Jin Liu,
- Fengying Du,
- Fengying Du,
- Fengying Du,
- Fengying Du,
- Zihao Zhang,
- Zihao Zhang,
- Zihao Zhang,
- Yuan Liu,
- Yuan Liu,
- Yuan Liu,
- Xiaozhou Xie,
- Xiaozhou Xie,
- Xiaozhou Xie,
- Xiaozhou Xie,
- Mingfei Wang,
- Mingfei Wang,
- Mingfei Wang,
- Tianrong Ma,
- Tianrong Ma,
- Tianrong Ma,
- Tianrong Ma,
- Wei Chong,
- Wei Chong,
- Wei Chong,
- Wei Chong,
- Liang Shang,
- Liang Shang,
- Liang Shang,
- Liang Shang,
- Leping Li,
- Leping Li,
- Leping Li,
- Leping Li
Affiliations
- Xingyu Zhu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Xingyu Zhu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Xingyu Zhu
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Xingyu Zhu
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Hao Chen
- Clinical Research Center of Shandong University, Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, Shandong, China
- Han Li
- Department of Gastroenterological Surgery, The First Affiliated Hospital of Shandong First Medical University, Jinan, China
- Huicheng Ren
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Huicheng Ren
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Huicheng Ren
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Huicheng Ren
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Chunshui Ye
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Chunshui Ye
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Chunshui Ye
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Kang Xu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Kang Xu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Kang Xu
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Kang Xu
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Jin Liu
- Research Center for Experimental Nuclear Medicine, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, China
- Fengying Du
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Fengying Du
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Fengying Du
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Fengying Du
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Zihao Zhang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Zihao Zhang
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Zihao Zhang
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Yuan Liu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Yuan Liu
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Yuan Liu
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Xiaozhou Xie
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Xiaozhou Xie
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Xiaozhou Xie
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Xiaozhou Xie
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Mingfei Wang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Mingfei Wang
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Mingfei Wang
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Tianrong Ma
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Tianrong Ma
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Tianrong Ma
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Tianrong Ma
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Wei Chong
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Wei Chong
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Wei Chong
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Wei Chong
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Liang Shang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Liang Shang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Liang Shang
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Liang Shang
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- Leping Li
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Leping Li
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Leping Li
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Leping Li
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- DOI
- https://doi.org/10.3389/fonc.2023.1115510
- Journal volume & issue
-
Vol. 13
Abstract
Diffuse type gastric cancer was identified with relatively worse prognosis than other Lauren’s histological classification. Integrin β1 (ITGB1) was a member of integrin family which played a markedly important role in tumorigenesis and progression. However, the influence of ITGB1 in diffuse gastric cancer (DGC) remains uncertain. Here, we leveraged the transcriptomic and proteomic data to explore the association between ITGB1 expression and clinicopathologic information and biological process in DGC. Cell phenotype experiments combined with quantitative-PCR (q-PCR) and western blotting were utilized to identify the potential molecular mechanism underling ITGB1.Transcriptomics and proteomics both revealed that the higher ITGB1 expression was significantly associated with worse prognosis in DGC, but not in intestinal GC. Genomic analysis indicated that the mutation frequency of significantly mutated genes of ARID1A and COL11A1, and mutational signatures of SBS6 and SBS15 were markedly increased in the ITGB1 low expression subgroup. The enrichment analysis revealed diverse pathways related to dysregulation of ITGB1 in DGC, especially in cell adhesion, proliferation, metabolism reprogramming, and immune regulation alterations. Elevated activities of kinase-ROCK1, PKACA/PRKACA and AKT1 were observed in the ITGB1 high-expression subgroup. The ssGSEA analysis also found that ITGB1 low-expression had a higher cuproptosis score and was negatively correlated with key regulators of cuproptosis, including FDX1, DLAT, and DLST. We further observed that the upregulated expression of mitochondrial tricarboxylic acid (TCA) cycle in the ITGB1 low-expression group. Reduced expression of ITGB1 inhibited the ability of cell proliferation and motility and also potentiated the cell sensitive to copper ionophores via western blotting assay. Overall, this study revealed that ITGB1 was a protumorigenic gene and regulated tumor metabolism and cuproptosis in DGC.
Keywords