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Zhu X, Chen H, Li H, Ren H, Ye C, Xu K, Liu J, Du F, Zhang Z, Liu Y, Xie X, Wang M, Ma T, Chong W, Shang L, Li L. ITGB1-mediated molecular landscape and cuproptosis phenotype induced the worse prognosis in diffuse gastric cancer. Front Oncol 2023; 13:1115510. [PMID: 37007126 PMCID: PMC10063208 DOI: 10.3389/fonc.2023.1115510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 02/23/2023] [Indexed: 03/18/2023] Open
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.
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Affiliation(s)
- Xingyu Zhu
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- 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
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- *Correspondence: Wei Chong, ; ; Leping Li, ; Liang Shang,
| | - Liang Shang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- *Correspondence: Wei Chong, ; ; Leping Li, ; Liang Shang,
| | - Leping Li
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
- Key Laboratory of Engineering of Shandong Province, Shandong Provincial Hospital, Jinan, China
- Medical Science and Technology Innovation Center, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
- *Correspondence: Wei Chong, ; ; Leping Li, ; Liang Shang,
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Zhang L, Gao Y, Li Y, Li X, Gong H. Propofol-mediated circ_0000735 downregulation restrains tumor growth by decreasing integrin-β1 expression in non-small cell lung cancer. Open Med (Wars) 2023; 18:20220539. [PMID: 36760719 PMCID: PMC9896166 DOI: 10.1515/med-2022-0539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 06/21/2022] [Accepted: 07/18/2022] [Indexed: 02/03/2023] Open
Abstract
Propofol, an intravenous anesthetic agent, exerts an anti-tumor peculiarity in multifarious tumors. Circular RNA hsa_circ_0000735 (circ_0000735) is involved in non-small cell lung cancer (NSCLC) progression. The purpose of this study is to investigate whether propofol can curb NSCLC progression via regulating circ_0000735 expression. Cell viability, proliferation, apoptosis, and invasion were detected using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide, 5-ethynyl-2'-deoxyuridine, flow cytometry, and transwell assays. Evaluation of protein levels was performed using western blotting or immunohistochemistry. Detection of circ_0000735 in tissue samples and cells was carried out using a real-time quantitative polymerase chain reaction. The molecular mechanisms associated with circ_0000735 were predicted by bioinformatics analysis and verified by dual-luciferase reporter assays. The relationship between propofol and circ_0000735 in vivo was verified by xenograft models. The results showed that circ_0000735 was overexpressed in NSCLC samples and cells. Propofol treatment overtly decreased circ_0000735 expression in NSCLC cells and repressed NSCLC cell viability, proliferation, invasion, and facilitated NSCLC cell apoptosis, but these effects mediated by propofol were counteracted by circ_0000735 overexpression. Circ_0000735 functioned as a miR-153-3p sponge and regulated integrin-β1 (ITGB1) expression via adsorbing miR-153-3p. ITGB1 overexpression reversed circ_0000735 silencing-mediated effects on NSCLC cell viability, proliferation, invasion, and apoptosis. In conclusion, propofol restrained NSCLC growth by downregulating circ_0000735, which functioned as a miR-153-3p sponge and regulated ITGB1 expression via adsorbing miR-153-3p. This study provides evidence to support that propofol curbs NSCLC progression by regulating circRNA expression.
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Affiliation(s)
- Lihui Zhang
- Department of Anesthesiology, Hulunbeier Municipal People’s Hospital (Hulunbuir Hospital Affiliated to Suzhou University Hulunbuir), Inner Mongolia, China
| | - Yunli Gao
- Department of Anesthesiology, Maanshan People’s Hospital, Maanshan, Anhui, China
| | - Yue Li
- Department of Anesthesiology, Hulunbeier Municipal People’s Hospital (Hulunbuir Hospital Affiliated to Suzhou University Hulunbuir), Inner Mongolia, China
| | - Xinying Li
- Department of Anesthesiology, Hulunbeier Municipal People’s Hospital (Hulunbuir Hospital Affiliated to Suzhou University Hulunbuir), Inner Mongolia, China
| | - Haixia Gong
- Department of Anesthesiology, First Affiliated Hospital of Nanchang University, No. 17 Yongwaizhengjie Street, Donghu District, Nanchang, Jiangxi Province, 330006China
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Wu J, Wang W, Li Z, Ye X. The prognostic and immune infiltration role of ITGB superfamily members in non-small cell lung cancer. Am J Transl Res 2022; 14:6445-6466. [PMID: 36247270 PMCID: PMC9556481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 08/02/2022] [Indexed: 06/16/2023]
Abstract
PURPOSE We aimed to explore the prognostic value of integrin-β superfamily members (ITGBs) and their role in immune cell infiltration in non-small cell lung cancer (NSCLC). MATERIALS AND METHODS Study cases were acquired from The Cancer Genome Atlas database and The Human Protein Atlas. We then used R package and several online tools to analyze and visualize the roles of ITGBs in lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). RESULTS We found that ITGBs were differentially expressed in NSCLC. In LUAD, high expression of ITGB1 and ITGB4 was an independent risk factor for poor prognosis, and ITGB7 was an independent protective factor for overall survival; in LUSC, high expression of ITGB1, 3, 5, and 6 was associated with poor prognosis, and ITGB8 was an independent protective factor for disease-specific survival. Protein-protein interaction networks for the most associated co-expressed genes revealed the following target genes of ITGBs: PTPRC, ITGAM, and ITGB2 in LUAD and FN1, PTPRC, and ITGB2 in LUSC. Gene ontology analysis revealed that functions related to adhesion, junction, and binding were highly enriched in LUAD and LUSC. ITGBs were significantly associated with immune cell infiltration and the expression of immunomodulation-related genes in LUAD and LUSC. CONCLUSION ITGBs were differentially expressed in NSCLC. ITGB1, 4, and 7 and ITGB1, 3, 5, 6, and 8 were found as prognostic markers in LUAD and LUSC, respectively. ITGBs were significantly associated with immune cell infiltration and the expression of immunomodulation-related genes.
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Affiliation(s)
- Juan Wu
- Department of Respiratory Diseases, The Second Affiliated Hospital of Nanchang University Nanchang 330006, Jiangxi, China
| | - Wenjun Wang
- Department of Respiratory Diseases, The Second Affiliated Hospital of Nanchang University Nanchang 330006, Jiangxi, China
| | - Zhouhua Li
- Department of Respiratory Diseases, The Second Affiliated Hospital of Nanchang University Nanchang 330006, Jiangxi, China
| | - Xiaoqun Ye
- Department of Respiratory Diseases, The Second Affiliated Hospital of Nanchang University Nanchang 330006, Jiangxi, China
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Xu L, Huang X, Lou Y, Xie W, Zhao H. Regulation of apoptosis, autophagy and ferroptosis by non‑coding RNAs in metastatic non‑small cell lung cancer (Review). Exp Ther Med 2022; 23:352. [PMID: 35493430 PMCID: PMC9019694 DOI: 10.3892/etm.2022.11279] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 03/10/2022] [Indexed: 11/06/2022] Open
Abstract
Non-small cell lung cancer (NSCLC), a common type of cancer worldwide, is normally associated with a poor prognosis. It is difficult to treat successfully as it often metastasizes into brain or bone. Methods to facilitate the induction of effective programmed cell death (PCD) in NSCLC cells to reverse drug resistance, or to inhibit the invasion and migration of NSCLC cells, are currently under investigation. The present study summarized the regulatory functions of PCD, including apoptosis, autophagy and ferroptosis, in the context of NSCLC metastasis. It further summarized how regulatory agents, including long non-coding RNAs, circular RNAs and microRNAs, regulate PCD during the metastasis of NSCLC and characterized new potential diagnostic biomarkers of NSCLC metastasis.
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Affiliation(s)
- Lei Xu
- Department of Orthopedics, Chengdu Seventh People's Hospital, Chengdu, Sichuan 610213, P.R. China
| | - Xin Huang
- Department of Orthopedics, Chengdu Seventh People's Hospital, Chengdu, Sichuan 610213, P.R. China
| | - Yan Lou
- Department of Orthopedic Oncology, Spine Tumor Center, Changzheng Hospital, Naval Military Medical University, Shanghai 200003, P.R. China
| | - Wei Xie
- Department of Orthopedics, Chengdu Seventh People's Hospital, Chengdu, Sichuan 610213, P.R. China
| | - Hangyu Zhao
- Department of Orthopedics, Chengdu Seventh People's Hospital, Chengdu, Sichuan 610213, P.R. China
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Wu B, Xue X, Lin S, Tan X, Shen G. LncRNA LINC00115 facilitates lung cancer progression through miR-607/ITGB1 pathway. ENVIRONMENTAL TOXICOLOGY 2022; 37:7-16. [PMID: 34643030 DOI: 10.1002/tox.23367] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 08/23/2021] [Accepted: 08/29/2021] [Indexed: 06/13/2023]
Abstract
Dysregulated long noncoding RNAs (lncRNAs) have potential roles in various cancer types. The objective of this study was to investigate the expression and the underlying role of long intergenic nonprotein coding RNA 115 (LINC00115) in lung cancer. The relative expression of LINC00115 and miR-607 in tumor tissues and cells was detected by real-time PCR. After overexpression or knockdown of LINC00115 expression in tumor cells, the changes in the proliferation, migration, and invasion capacities were detected via Counting Kit-8 (CCK-8) assay and transwell assays. The interplay among LINC00115, miR-607, and integrin β1 (ITGB1) was confirmed by bioinformatics analyses and luciferase reporter assay. In addition, tumor cells with LINC00115 knockdown were injected into nude mice to investigate the effect of LINC00115 on tumorigenesis in vivo. LINC00115 was highly expressed in tumor tissues and cells. LINC00115 promoted the malignant properties of tumor cells. Investigation to its molecular mechanism revealed that LINC00115 functioned as a competitive endogenous RNA (ceRNA), regulating the expression of ITGB1 by sponging miR-607 to affect tumor growth. The LINC00115/miR-607/ITGB1 signaling axis might be a novel therapeutic target in lung cancer.
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Affiliation(s)
- Bin Wu
- Pulmonary and Critical Care Medicine, South China Hospital of Shenzhen University, Shenzhen, China
| | - Xingkui Xue
- Medical Research Center, The People's Hospital of Long hua, Shenzhen, China
| | - Shaoming Lin
- Pulmonary and Critical Care Medicine, The People's Hospital of Long hua, Shenzhen, China
| | - Xing Tan
- Pulmonary and Critical Care Medicine, The People's Hospital of Long hua, Shenzhen, China
| | - Guanle Shen
- Pulmonary and Critical Care Medicine, The People's Hospital of Long hua, Shenzhen, China
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Yu X, Liu J, Xie R, Chang M, Xu B, Zhu Y, Xie Y, Yang S. Construction of a prognostic model for lung squamous cell carcinoma based on seven N6-methylandenosine-related autophagy genes. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:6709-6723. [PMID: 34517553 DOI: 10.3934/mbe.2021333] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
OBJECTIVE We aimed to construct a novel prognostic model based on N6-methyladenosine (m6A)-related autophagy genes for predicting the prognosis of lung squamous cell carcinoma (LUSC). METHODS Gene expression profiles and clinical information of Patients with LUSC were downloaded from The Cancer Genome Atlas (TCGA) database. In addition, m6A- and autophagy-related gene profiles were obtained from TCGA and Human Autophagy Database, respectively. Pearson correlation analysis was performed to identify the m6A-related autophagy genes, and univariate Cox regression analysis was conducted to screen for genes associated with prognosis. Based on these genes, LASSO Cox regression analysis was used to construct a prognostic model. The corresponding prognostic score (PS) was calculated, and patients with LUSC were assigned to low- and high-risk groups according to the median PS value. An independent dataset (GSE37745) was used to validate the prognostic ability of the model. CIBERSORT was used to calculate the differences in immune cell infiltration between the high- and low-risk groups. RESULTS Seven m6A-related autophagy genes were screened to construct a prognostic model: CASP4, CDKN1A, DLC1, ITGB1, PINK1, TP63, and EIF4EBP1. In the training and validation sets, patients in the high-risk group had worse survival times than those in the low-risk group; the areas under the receiver operating characteristic curves were 0.958 and 0.759, respectively. There were differences in m6A levels and immune cell infiltration between the high- and low-risk groups. CONCLUSIONS Our prognostic model of the seven m6A-related autophagy genes had significant predictive value for LUSC; thus, these genes may serve as autophagy-related therapeutic targets in clinical practice.
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Affiliation(s)
- Xin Yu
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and PeKing Union Medical College, Shenzhen 518116, China
| | - Jun Liu
- Department of Chemotherapy, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Ruiwen Xie
- Department of Cardiothoracic Surgery, Dongguan People's Hospital, Dongguan, Guangzhou 523000, China
| | - Mengling Chang
- Department of Chemotherapy, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Bichun Xu
- Department of Oncology Radiotherapy, The Second Affiliated Hospital of Soochow University, Suzhou 215000, China
| | - Yangqing Zhu
- Department of Chemotherapy, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Yuancai Xie
- Department of Thoracic Surgery, Peking University Shenzhen Hospital, Shenzhen 518036, China
| | - Shengli Yang
- Department of Thoracic Surgery, Foshan First people's Hospital, Affiliated Hospital of Sun Yat sen University, Foshan 528000, China
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