1
|
Hu Y, Yu C, Cheng L, Zhong C, An J, Zou M, Liu B, Gao X. Flavokawain C inhibits glucose metabolism and tumor angiogenesis in nasopharyngeal carcinoma by targeting the HSP90B1/STAT3/HK2 signaling axis. Cancer Cell Int 2024; 24:158. [PMID: 38711062 DOI: 10.1186/s12935-024-03314-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/26/2024] [Indexed: 05/08/2024] Open
Abstract
OBJECTIVE Over the past decade, heat shock protein 90 (HSP90) inhibitors have emerged as promising anticancer drugs in solid and hematological malignancies. Flavokawain C (FKC) is a naturally occurring chalcone that has been found to exert considerable anti-tumor efficacy by targeting multiple molecular pathways. However, the efficacy of FKC has not been studied in nasopharyngeal carcinoma (NPC). Metabolic abnormalities and uncontrolled angiogenesis are two important features of malignant tumors, and the occurrence of these two events may involve the regulation of HSP90B1. Therefore, this study aimed to explore the effects of FKC on NPC proliferation, glycolysis, and angiogenesis by regulating HSP90B1 and the underlying molecular regulatory mechanisms. METHODS HSP90B1 expression was analyzed in NPC tissues and its relationship with patient's prognosis was further identified. Afterward, the effects of HSP90B1 on proliferation, apoptosis, glycolysis, and angiogenesis in NPC were studied by loss-of-function assays. Next, the interaction of FKC, HSP90B1, and epidermal growth factor receptor (EGFR) was evaluated. Then, in vitro experiments were designed to analyze the effect of FKC treatment on NPC cells. Finally, in vivo experiments were allowed to investigate whether FKC treatment regulates proliferation, glycolysis, and angiogenesis of NPC cells by HSP90B1/EGFR pathway. RESULTS HSP90B1 was highly expressed in NPC tissues and was identified as a poor prognostic factor in NPC. At the same time, knockdown of HSP90B1 can inhibit the proliferation of NPC cells, trigger apoptosis, and reduce glycolysis and angiogenesis. Mechanistically, FKC affects downstream EGFR phosphorylation by regulating HSP90B1, thereby regulating the phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt)/mammalian target of rapamycin (mTOR) pathway. FKC treatment inhibited the proliferation, glycolysis, and angiogenesis of NPC cells, which was reversed by introducing overexpression of HSP90B1. In addition, FKC can affect NPC tumor growth and metastasis in vivo by regulating the HSP90B1/EGFR pathway. CONCLUSION Collectively, FKC inhibits glucose metabolism and tumor angiogenesis in NPC by targeting the HSP90B1/EGFR/PI3K/Akt/mTOR signaling axis.
Collapse
Affiliation(s)
- YuQiang Hu
- Department of Otolaryngology Head and Neck Surgery, Drum Tower Clinical Medical College, Nanjing Medical University, No.321, Zhongshan Road, Nanjing, 210008, Jiangsu, China
- Department of Otolaryngology Head and Neck Surgery, XuZhou Central Hospital, (Xuzhou Clinical School of Nanjing Medical University), No.199, Jiefang South Roa, Xuzhou, 221009, Jiangsu, China
- Department of Otolaryngology Head and Neck Surgery, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China
| | - ChenJie Yu
- Department of Otolaryngology Head and Neck Surgery, Drum Tower Clinical Medical College, Nanjing Medical University, No.321, Zhongshan Road, Nanjing, 210008, Jiangsu, China
| | - LiangJun Cheng
- Department of Otolaryngology Head and Neck Surgery, XuZhou Central Hospital, (Xuzhou Clinical School of Nanjing Medical University), No.199, Jiefang South Roa, Xuzhou, 221009, Jiangsu, China
- Department of Otolaryngology Head and Neck Surgery, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China
| | - Chang Zhong
- Department of Otolaryngology Head and Neck Surgery, XuZhou Central Hospital, (Xuzhou Clinical School of Nanjing Medical University), No.199, Jiefang South Roa, Xuzhou, 221009, Jiangsu, China
- Department of Otolaryngology Head and Neck Surgery, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China
| | - Jun An
- Department of Otolaryngology Head and Neck Surgery, XuZhou Central Hospital, (Xuzhou Clinical School of Nanjing Medical University), No.199, Jiefang South Roa, Xuzhou, 221009, Jiangsu, China
- Department of Otolaryngology Head and Neck Surgery, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China
| | - MingZhen Zou
- Department of Otolaryngology Head and Neck Surgery, XuZhou Central Hospital, (Xuzhou Clinical School of Nanjing Medical University), No.199, Jiefang South Roa, Xuzhou, 221009, Jiangsu, China
- Department of Otolaryngology Head and Neck Surgery, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China
| | - Bing Liu
- Department of Otolaryngology Head and Neck Surgery, XuZhou Central Hospital, (Xuzhou Clinical School of Nanjing Medical University), No.199, Jiefang South Roa, Xuzhou, 221009, Jiangsu, China.
- Department of Otolaryngology Head and Neck Surgery, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, 221004, Jiangsu, China.
| | - Xia Gao
- Department of Otolaryngology Head and Neck Surgery, Drum Tower Clinical Medical College, Nanjing Medical University, No.321, Zhongshan Road, Nanjing, 210008, Jiangsu, China.
| |
Collapse
|
2
|
Ma Q, Shen Y, Guo W, Feng K, Huang T, Cai Y. Machine Learning Reveals Impacts of Smoking on Gene Profiles of Different Cell Types in Lung. Life (Basel) 2024; 14:502. [PMID: 38672772 PMCID: PMC11051039 DOI: 10.3390/life14040502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/03/2024] [Accepted: 04/10/2024] [Indexed: 04/28/2024] Open
Abstract
Smoking significantly elevates the risk of lung diseases such as chronic obstructive pulmonary disease (COPD) and lung cancer. This risk is attributed to the harmful chemicals in tobacco smoke that damage lung tissue and impair lung function. Current research on the impact of smoking on gene expression in specific lung cells is limited. This study addresses this gap by analyzing gene expression profiles at the single-cell level from 43,539 lung endothelial cells, 234,349 lung epithelial cells, 189,843 lung immune cells, and 16,031 lung stromal cells using advanced machine learning techniques. The data, categorized by different lung cell types, were classified into three smoking states: active smoker, former smoker, and never smoker. Each cell sample encompassed 28,024 feature genes. Employing an incremental feature selection method within a computational framework, several specific genes have been identified as potential markers of smoking status in different lung cell types. These include B2M, EEF1A1, and TPT1 in lung endothelial cells; FTL and MT-ATP8 in lung epithelial cells; HLA-B and HLA-C in lung immune cells; and HSP90B1 and LCN2 in lung stroma cells. Additionally, this study developed quantitative rules for representing the gene expression patterns related to smoking. This research highlights the potential of machine learning in oncology, enhancing our molecular understanding of smoking's harm and laying the groundwork for future mechanism-based studies.
Collapse
Affiliation(s)
- Qinglan Ma
- School of Life Sciences, Shanghai University, Shanghai 200444, China;
| | - Yulong Shen
- Department of Radiotherapy, Strategic Support Force Medical Center, Beijing 100101, China;
| | - Wei Guo
- Key Laboratory of Stem Cell Biology, Shanghai Jiao Tong University School of Medicine (SJTUSM) & Shanghai Institutes for Biological Sciences (SIBS), Chinese Academy of Sciences (CAS), Shanghai 200030, China;
| | - Kaiyan Feng
- Department of Computer Science, Guangdong AIB Polytechnic College, Guangzhou 510507, China;
| | - Tao Huang
- Bio-Med Big Data Center, CAS Key Laboratory of Computational Biology, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
- CAS Key Laboratory of Tissue Microenvironment and Tumor, Shanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China
| | - Yudong Cai
- School of Life Sciences, Shanghai University, Shanghai 200444, China;
| |
Collapse
|
3
|
Li C, Lin X, Su J. HSP90B1 regulates autophagy via PI3K/AKT/mTOR signaling, mediating HNSC biological behaviors. PeerJ 2024; 12:e17028. [PMID: 38590708 PMCID: PMC11000640 DOI: 10.7717/peerj.17028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 02/07/2024] [Indexed: 04/10/2024] Open
Abstract
Background Autophagy, a crucial cellular mechanism, facilitates the degradation and removal of misfolded proteins and impaired organelles. Recent research has increasingly highlighted the intimate connection between autophagy and heat shock proteins (HSPs) in the context of tumor development. However, the specific role and underlying mechanisms of heat shock protein 90 beta family member 1 (HSP90B1) in modulating autophagy within head and neck squamous cell carcinoma (HNSCC) remain elusive. Methods Quantitative real-time PCR (qRT-PCR), Western blot (WB), immunohistochemistry (IHC) were used to detect the expression in HNSC cell lines and tissues. The relationship between HSP90B1 and clinicopathologic features was explored based on TCGA (The Cancer Genome Atlas) data and IHC results. The biological functions of HSP90B1 were analyzed through in vitro and in vivo models to evaluate proliferation, migration, invasion, and autophagy. The mechanisms of HSP90B1 were studied using bioinformatics and WB. Results HSP90B1 was upregulated in HNSC cells and tissues. High HSP90B1 levels were associated with T-stage, M-stage, clinical stage, and poor prognosis in HNSC patients. Functionally, HSP90B1 promotes HNSC cell proliferation, migration, invasion and inhibits apoptosis. We discovered that HSP90B1 obstructs autophagy and advances HNSC progression through the PI3K/Akt/mTOR pathway. Conclusion Our study demonstrates that HSP90B1 is highly expressed in HNSC. Furthermore, HSP90B1 may regulate autophagy through the PI3K/Akt/mTOR pathway, mediating HNSC cell biological behaviors. These provide new insights into potential biomarkers and targets for HNSC therapy.
Collapse
Affiliation(s)
- Chao Li
- Department of Otolaryngology-Head and Neck Surgery, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaoyu Lin
- Department of Otolaryngology-Head and Neck Surgery, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Jiping Su
- Department of Otolaryngology-Head and Neck Surgery, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| |
Collapse
|
4
|
Huang X, Zhang W, Yang N, Zhang Y, Qin T, Ruan H, Zhang Y, Tian C, Mo X, Tang W, Liu J, Zhang B. Identification of HSP90B1 in pan-cancer hallmarks to aid development of a potential therapeutic target. Mol Cancer 2024; 23:19. [PMID: 38243263 PMCID: PMC10799368 DOI: 10.1186/s12943-023-01920-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 12/20/2023] [Indexed: 01/21/2024] Open
Abstract
Heat shock proteins play crucial roles in various biochemical processes, encompassing protein folding and translocation. HSP90B1, a conserved member of the heat shock protein family, growing evidences have demonstrated that it might be closely associated with cancer development. In the present study, we employed multi-omics analyses and cohort validations to explore the dynamic expression of HSP90B1 in pan-cancer and comprehensively evaluate HSP90B1 as a novel biomarker that hold promise for precision cancer diagnostics and therapeutics. The results suggest HSP90B1 was highly expressed in various kinds of tumors, often correlating with a poor prognosis. Notably, methylation of HSP90B1 emerged as a protective factor in several cancer types. In immune infiltration analysis, the expression of HSP90B1 in most tumors showed a negative association with CD8 + T cells. HSP90B1 expression was positively correlated with microsatellite instability and tumor mutational burden. HSP90B1 expression was also discovered to be positively correlated with tumor metabolism, cell cycle-related pathways and the expression of immune checkpoint genes. The expression of HSP90B1 was mainly negatively correlated with immunostimulatory genes and positively correlated with immunosuppressive genes, as well as strongly correlated with chemokines and their receptor genes. In addition, the HSP90B1 inhibitor PU-WS13 demonstrated significant efficacy in suppressing cancer cell proliferation in both leukemic and solid tumor cells, and remarkably reduced the expression of the cancer cell surface immune checkpoint PD-L1. The single-cell RNA sequencing analysis further highlighted that HSP90B1 was significantly higher in tumor cells compared to surrounding cells, revealing a potential target therapeutic window. Taken together, HSP90B1 emerges as a promising avenue for breakthroughs in cancer diagnosis, prognosis and therapy. This study provides a rationale for HSP90B1 targeted cancer diagnosis and therapy in future.
Collapse
Affiliation(s)
- Xiaoliang Huang
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China
| | - Weiming Zhang
- Department of Clinical Oncology, Wuming Hospital of Guangxi Medical University, Nanning, The People's Republic of China
| | - Na Yang
- Department of Ultrasound, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan, The People's Republic of China
- Institute of Biomedical Research, Yunnan University, Kunming, Yunnan, The People's Republic of China
| | - Yujie Zhang
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China
| | - Tianyu Qin
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China
| | - Hanyi Ruan
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China
| | - Yan Zhang
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China
| | - Chao Tian
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China
| | - Xianwei Mo
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China.
| | - Weizhong Tang
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China.
| | - Jungang Liu
- Division of Colorectal & Anal Surgery, Department of Gastrointestinal Surgery, Guangxi Key Laboratory of Basic and Translational Research for Colorectal Cancer, Guangxi Medical University Cancer Hospital, Nanning, The People's Republic of China.
| | - Beibei Zhang
- Institute of Biomedical Research, Yunnan University, Kunming, Yunnan, The People's Republic of China.
| |
Collapse
|
5
|
Wang Y, Wang X. A Pan-Cancer Analysis of Heat-Shock Protein 90 Beta1(HSP90B1) in Human Tumours. Biomolecules 2022; 12:biom12101377. [PMID: 36291587 PMCID: PMC9599833 DOI: 10.3390/biom12101377] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 09/21/2022] [Accepted: 09/24/2022] [Indexed: 11/16/2022] Open
Abstract
Background: HSP90B1, a member of the heat-shock protein 90 family, plays a vital role as a molecular chaperone for oncogenes and stimulates tumour growth. However, its role in various cancers remains unexplored. Methods: Using the cancer genome atlas, gene expression omnibus the Human Protein Atlas databases and various other bioinformatic tools, this study investigated the involvement of HSP90B1 in 33 different tumour types. Results: The over-expression of HSP90B1 generally predicted poor overall survival and disease-free survival for patients with tumours, such as adrenocortical carcinoma, bladder urothelial carcinoma, kidney renal papillary cell carcinoma, and lung adenocarcinoma. In this study, HSP90B1 was highly expressed in the majority of tumours. A comparison was made between the phosphorylation of HSP90B1 in normal and primary tumour tissues, and putative functional mechanisms in HSP90B1-mediated oncogenesis were investigated. Additionally, the mutation burden of HSP90B1 in cancer was evaluated along with the survival rate of patients with cancer patients. Conclusion: This first pan-cancer investigation reveals the oncogenic functions of HSP90B1 in various cancers.
Collapse
Affiliation(s)
- Yaxuan Wang
- Department of Medicine, Nantong University, Nantong 226000, China
| | - Xiaolin Wang
- Department of Urology, Affiliated Tumor Hospital of Nantong University (Nantong Tumor Hospital), Nantong 226361, China
- Correspondence:
| |
Collapse
|