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Wang S, Peng R, Chen C, Tu D, Cao J, Su B, Fan S, Miao Y, Zhang C, Jiang G, Jin S, Bai D. FBXO32 ubiquitination of SUFU promotes progression and lenvatinib resistance in hepatocellular carcinoma via hedgehog signaling. Med Oncol 2025; 42:98. [PMID: 40067532 DOI: 10.1007/s12032-025-02644-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Accepted: 02/24/2025] [Indexed: 03/29/2025]
Abstract
Lenvatinib is a prevalent treatment for hepatocellular carcinoma (HCC), yet resistance to the drug significantly limits its effectiveness. This study investigates the role of FBXO32 (F-Box Protein 32) in HCC progression and lenvatinib resistance. Methods: We utilized the GSE211850 and GSE46408 datasets to identify an E3 ubiquitin ligase that is highly expressed in both lenvatinib-resistant HCC cells and HCC tissues. The expression and clinical relevance of this E3 ubiquitin ligase were further validated using lenvatinib-resistant HCC cells, online databases, and HCC clinical tissue samples. The phenotype was verified by cell and animal experiments. Techniques such as RNA sequencing, western blotting, immunofluorescence, Co-immunoprecipitation (Co‑IP), Ubiquitination, and cycloheximide (CHX) chase assay reveal the mechanism. FBXO32 is highly expressed in both lenvatinib-resistant HCC cells and HCC tissues. High FBXO32 expression correlated with increased ALT, AFP levels, larger tumors, and advanced TNM stages, serving as an independent risk factor for overall survival (OS) and recurrence-free survival (RFS). Functional assays demonstrated that FBXO32 overexpression enhanced cell proliferation, stemness, apoptosis resistance, and lenvatinib resistance, while knockdown had opposing effects. KEGG enrichment analysis indicated a link between FBXO32 and the Hedgehog signaling pathway. FBXO32-mediated degradation of SUFU, a Hedgehog pathway inhibitor, activated this pathway. Inhibiting Hedgehog signaling counteracted FBXO32's impact on HCC growth and resistance. Conclusion: FBXO32 is a critical marker for lenvatinib efficacy and HCC prognosis, suggesting that targeting FBXO32 or the Hedgehog pathway could provide innovative strategies for overcoming lenvatinib resistance in HCC.
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Affiliation(s)
- Shunyi Wang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Rui Peng
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Chen Chen
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Daoyuan Tu
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Jun Cao
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
- General Surgery Institute of Northern Jiangsu People's Hospital, 98 West Nantong Road, Yangzhou, 225000, China
| | - Bingbing Su
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Songsong Fan
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Yangyang Miao
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Chi Zhang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
- General Surgery Institute of Northern Jiangsu People's Hospital, 98 West Nantong Road, Yangzhou, 225000, China
| | - Guoqing Jiang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
- General Surgery Institute of Northern Jiangsu People's Hospital, 98 West Nantong Road, Yangzhou, 225000, China
| | - Shengjie Jin
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
- General Surgery Institute of Northern Jiangsu People's Hospital, 98 West Nantong Road, Yangzhou, 225000, China
| | - Dousheng Bai
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China.
- General Surgery Institute of Northern Jiangsu People's Hospital, 98 West Nantong Road, Yangzhou, 225000, China.
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Zhu H, Cheng L, Liu D, Ma X, Chen Z, Fan H, Li R, Zhang Y, Mi H, Li J, Zhang S, Yu X, Shu K. ROR1 facilitates glioblastoma growth via stabilizing GRB2 to promote c-Fos expression in glioma stem cells. Neuro Oncol 2025; 27:695-710. [PMID: 39447031 PMCID: PMC11889726 DOI: 10.1093/neuonc/noae224] [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: 05/20/2024] [Indexed: 10/26/2024] Open
Abstract
BACKGROUND Glioma stem cells (GSCs) are the root cause of tumorigenesis, recurrence, and therapeutic resistance in glioblastoma (GBM), the most prevalent and lethal type of primary adult brain malignancy. The exploitation of novel methods targeting GSCs is crucial for the treatment of GBM. In this study, we investigate the function of the novel ROR1-GRB2-c-Fos axis in GSCs maintenance and GBM progression. METHODS The expression characteristics of ROR1 in GBM and GSCs were assessed by bioinformatic analysis, patient specimens, and patient-derived GSCs. Lentivirus-mediated gene knockdown and overexpression were conducted to evaluate the effect of ROR1 on GSCs proliferation and self-renewal both in vitro and in vivo. The downstream signaling of ROR1 in GSCs maintenance was unbiasedly determined by RNA-seq and validated both in vitro and in vivo. Finally, rescue assays were performed to further validate the function of the ROR1-GRB2-c-Fos axis in GSCs maintenance and GBM progression. RESULTS ROR1 is upregulated in GBM and preferentially expressed in GSCs. Disruption of ROR1 markedly impairs GSC proliferation and self-renewal, and inhibits GBM growth in vivo. Moreover, ROR1 stabilizes GRB2 by directly binding and reducing its lysosomal degradation, and ROR1 knockdown significantly inhibits GRB2/ERK/c-Fos signaling in GSCs. Importantly, ectopic expression of c-Fos counteracts the effects caused by ROR1 silencing both in vitro and in vivo. CONCLUSIONS ROR1 plays essential roles in GSCs maintenance through binding to GRB2 and activation of ERK/c-Fos signaling, which highlights the therapeutic potential of targeting the ROR1-GRB2-c-Fos axis.
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Affiliation(s)
- Hongtao Zhu
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lidong Cheng
- Department of Neurosurgery, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Dan Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoyu Ma
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhiye Chen
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Heng Fan
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ran Li
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yang Zhang
- Department of Histology and Embryology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hailong Mi
- Department of Histology and Embryology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jun Li
- Department of Neurosurgery, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Suojun Zhang
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xingjiang Yu
- Department of Histology and Embryology, School of Basic Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kai Shu
- Department of Neurosurgery, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Cao S, Yu S, Huang L, Seery S, Xia Y, Zhao Y, Si Z, Zhang X, Zhu J, Lang R, Kou J, Zhang H, Wei L, Zhou G, Sun L, Wang L, Li T, He Q, Zhu Z. Deep learning for hepatocellular carcinoma recurrence before and after liver transplantation: a multicenter cohort study. Sci Rep 2025; 15:7730. [PMID: 40044774 PMCID: PMC11882823 DOI: 10.1038/s41598-025-91728-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 02/24/2025] [Indexed: 03/09/2025] Open
Abstract
Hepatocellular carcinoma (HCC) recurrence after liver transplantation (LT) is a major contributor to mortality. We developed a recurrence prediction system for HCC patients before and after LT. Data from patients with HCC who underwent LT were retrospectively collected from three specialist centres in China. Pre- and post-operative variables were selected using support vector machine, random forest, and logistic regression (LR). Then, pre- and post-operative models were developed using three machine learning methods: LR, stacking, and two survival-based approaches. Models were evaluated using seven assessment indices, and patients were classified as either high- or low-risk based on recurrence risk. 466 patients were included and followed for a median of 51.0 months (95% CI 47.8-54.2). The pre-DeepSurv model (pre-DSM) had a C-index of 0.790 ± 0.003 during training, 0.775 ± 0.037 during testing, and 0.765 ± 0.001 and 0.819 ± 0.002 during external validation. After incorporating clinicopathologic variables, the post-DeepSurv model (post-DSM) had a 0.835 ± 0.008 C-index during training, 0.812 ± 0.082 during testing, and 0.839 ± 0.001 and 0.831 ± 0.002 during external validation. The post-DSM outperformed the Milan criteria by more accurately identifying patients at high risk of recurrence. Tumour recurrence predictions also improved significantly with DeepSurv. Both pre- and post-DSMs have the potential to guide personalised surveillance strategies for LT patients with HCC.
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Affiliation(s)
- Shuang Cao
- Liver Transplantation Center, Clinical Research Center for Pediatric Liver Transplantation, State Key Lab of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, 95 Yong'an Road, Xicheng District, Beijing, 100050, China
| | - Sihan Yu
- Cardiology Department, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Liangbin Huang
- Department of Breast and Thyroid Surgery, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, 410028, Hunan, China
| | - Samuel Seery
- Department of Humanities and Social Sciences, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
- School of Pharmacy, Newcastle University, Newcastle, NE1 4LP, UK
| | - Yu Xia
- Graduate School, Tsinghua University, Beijing, 100084, China
| | - Yongwei Zhao
- State Key Laboratory of Processors, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China
| | - Zhongzhou Si
- Department of Liver Transplantation, The Second Xiang-ya Hospital, Central South University, Changsha, 410011, China
| | - Xinxue Zhang
- Department of Hepatobiliary and Pancreaticosplenic Surgery, Medical Research Center, Beijing Organ Transplant Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
| | - Jiqiao Zhu
- Department of Hepatobiliary and Pancreaticosplenic Surgery, Medical Research Center, Beijing Organ Transplant Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
| | - Ren Lang
- Department of Hepatobiliary and Pancreaticosplenic Surgery, Medical Research Center, Beijing Organ Transplant Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
| | - Jiantao Kou
- Department of Hepatobiliary and Pancreaticosplenic Surgery, Medical Research Center, Beijing Organ Transplant Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China
| | - Haiming Zhang
- Liver Transplantation Center, Clinical Research Center for Pediatric Liver Transplantation, State Key Lab of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, 95 Yong'an Road, Xicheng District, Beijing, 100050, China
| | - Lin Wei
- Liver Transplantation Center, Clinical Research Center for Pediatric Liver Transplantation, State Key Lab of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, 95 Yong'an Road, Xicheng District, Beijing, 100050, China
| | - Guangpeng Zhou
- Liver Transplantation Center, Clinical Research Center for Pediatric Liver Transplantation, State Key Lab of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, 95 Yong'an Road, Xicheng District, Beijing, 100050, China
| | - Liying Sun
- Liver Transplantation Center, Clinical Research Center for Pediatric Liver Transplantation, State Key Lab of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, 95 Yong'an Road, Xicheng District, Beijing, 100050, China
| | - Lei Wang
- Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, 100026, China.
| | - Ting Li
- Department of Liver Transplantation, The Second Xiang-ya Hospital, Central South University, Changsha, 410011, China.
| | - Qiang He
- Department of Hepatobiliary and Pancreaticosplenic Surgery, Medical Research Center, Beijing Organ Transplant Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, China.
| | - Zhijun Zhu
- Liver Transplantation Center, Clinical Research Center for Pediatric Liver Transplantation, State Key Lab of Digestive Health, National Clinical Research Center for Digestive Diseases, Beijing Friendship Hospital, Capital Medical University, 95 Yong'an Road, Xicheng District, Beijing, 100050, China.
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Ma J, Dong Y, Liu J, Gao S, Quan J. The role of GRB2 in diabetes, diabetes complications and related disorders. Diabetes Obes Metab 2025; 27:23-34. [PMID: 39478285 DOI: 10.1111/dom.16015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 09/28/2024] [Accepted: 09/30/2024] [Indexed: 12/06/2024]
Abstract
Growth factor receptor-bound protein 2 (GRB2) is a key adaptor protein involved in multiple signalling pathways, and its dysregulation is associated with various diseases. Type 2 diabetes is a systemic condition characterized by insulin resistance and impaired β-cell function. The complications of diabetes significantly reduce life expectancy and quality of life, imposing a substantial burden on society. However, the role of GRB2 in diabetes and associated complications is largely unknown. Emerging evidence suggests that GRB2 plays a crucial role in insulin resistance, inflammation, immune activation and the regulation of cellular processes such as cell proliferation, growth, metabolism, angiogenesis, apoptosis and differentiation. Dysregulation of GRB2-mediated pathways contributes to the progression of diabetic neuropathy, cognitive dysfunction, nephropathy, retinopathy and related disorders. This review provides a comprehensive overview of the current understanding of the role of GRB2 in diabetes, diabetes complications and related disorders, alongside recent advances in the development of GRB2-targeted therapies. Elucidating the complex role of GRB2 in these disorders provides valuable insights into potential therapeutic strategies targeting GRB2-mediated pathways.
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Affiliation(s)
- Jing Ma
- Department of Endocrinology and Metabolism, Gansu Provincial Hospital, The First Clinical Medical School, Lanzhou University, Lanzhou, China
- Department of Endocrinology and Metabolism, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Endocrine and Metabolic Diseases of Gansu Province, Lanzhou, China
| | - Yuyan Dong
- Clinical College of Ningxia Medical University, Yinchuan, China
| | - Juxiang Liu
- Department of Endocrinology and Metabolism, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Endocrine and Metabolic Diseases of Gansu Province, Lanzhou, China
| | - Shuo Gao
- Department of Endocrinology and Metabolism, Gansu Provincial Hospital, The First Clinical Medical School, Lanzhou University, Lanzhou, China
| | - Jinxing Quan
- Department of Endocrinology and Metabolism, Gansu Provincial Hospital, The First Clinical Medical School, Lanzhou University, Lanzhou, China
- Department of Endocrinology and Metabolism, Gansu Provincial Hospital, Lanzhou, China
- Key Laboratory of Endocrine and Metabolic Diseases of Gansu Province, Lanzhou, China
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Chen C, Peng R, Jin S, Tang Y, Liu H, Tu D, Su B, Wang S, Jiang G, Cao J, Zhang C, Bai D. Identification of potential biomarkers for hepatocellular carcinoma based on machine learning and bioinformatics analysis. Discov Oncol 2024; 15:808. [PMID: 39692931 DOI: 10.1007/s12672-024-01667-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Accepted: 12/03/2024] [Indexed: 12/19/2024] Open
Abstract
Metastasis is the major cause of hepatocellular carcinoma (HCC) mortality. But the effective biomarkers for HCC metastasis remain underexplored. Here we integrated GEO (Gene Expression Omnibus) and TCGA (The Cancer Genome Atlas) datasets to screen candidate genes for hepatocellular carcinoma metastasis, a consensus metastasis-derived prognostic signature (MDPS) was constructed by machine learning. Based on the risk scores, HCC patients were stratified into high-risk and low-risk groups. Comprehensive analyses were conducted to investigate various aspects including survival outcomes, clinical characteristics, immune cell infiltration, as well as in vitro experiments. Together, we develop a comprehensive machine learning-based program for constructing a consensus MDPS including four genes (SPP1, TYMS, HMMR and MYCN). Our findings revealed that four genes could serve as efficient prognostic biomarkers and therapeutic targets in HCC. In addition, in vitro experiments showed that HMMR overregulation exacerbated tumor progression, including proliferation, migration and invasion.
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Affiliation(s)
- Chen Chen
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Rui Peng
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Shengjie Jin
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Yuhong Tang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Huanxiang Liu
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Daoyuan Tu
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Bingbing Su
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Shunyi Wang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
| | - Guoqing Jiang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital, Yangzhou, China
| | - Jun Cao
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China.
| | - Chi Zhang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China.
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital, Yangzhou, China.
| | - Dousheng Bai
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, China.
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital, Yangzhou, China.
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Li Z, Zhao PL, Gao X, Li X, Meng YQ, Li ZQ, Zhai KR, Wei SL, Feng HM, Huang HR, Li B. DUS4L suppresses invasion and metastasis in LUAD via modulation of PI3K/AKT and ERK/MAPK signaling through GRB2. Int Immunopharmacol 2024; 142:113043. [PMID: 39216120 DOI: 10.1016/j.intimp.2024.113043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 08/21/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
OBJECTIVE Limited research has focused on the role of dihydrouridine synthases (DUS) family members in human tumors. Our previous findings indicated an impact of dihydrouridine synthase 4 like (DUS4L) on cell proliferation and apoptosis in lung adenocarcinoma (LUAD) A549 cell, yet its broader functions and regulatory mechanisms in LUAD remain elusive. METHODS Using a LUAD tissue microarray and immunohistochemical (IHC) staining, we validated variations in DUS4L protein expression levels among LUAD patients and assessed its clinical significance. Additional experiments using short hairpin RNA (shRNA) against DUS4L (sh-DUS4L-2), LUAD cell lines, cell function assays (including wound healing, transwell migration and invasion, colony formation, and apoptosis assays), and mouse tumor xenografts were performed to examine the biological roles of DUS4L in LUAD progression. RNA sequencing, proteomic analyses, mass spectrometry, and co-immunoprecipitation experiments were conducted to identify and validate DUS4L-regulated downstream target genes and signaling pathways. RESULTS We identified a consistent upregulation of DUS4L in LUAD tissues. In vitro and in vivo experiments underscored the inhibitory effect of DUS4L downregulation on LUAD progression, including migration, invasion, and proliferation. Mechanistically, DUS4L was found to interact with the signaling molecule GRB2, promoting LUAD progression and metastasis by inducing epithelial-mesenchymal transition (EMT) via the PI3K/AKT and ERK/MAPK pathways. CONCLUSION Our results establish the functional role of DUS4L in driving the progression and metastasis of LUAD, implicating its potential as a candidate therapeutic target for LUAD.
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Affiliation(s)
- Zheng Li
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Pei-Lin Zhao
- The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Xing Gao
- School of Life Sciences, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Xuan Li
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Yu-Qi Meng
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Zhen-Qing Li
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Ke-Rong Zhai
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Shi-Lin Wei
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Hai-Ming Feng
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Hui-Rong Huang
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China
| | - Bin Li
- Department of Thoracic Surgery, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou 730030, China; Gansu Province Key Laboratory of Environmental Oncology, Lanzhou 730030, China.
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Cao J, Su B, Zhang C, Peng R, Tu D, Deng Q, Jiang G, Jin S, Wang Q, Bai DS. Degradation of PARP1 by MARCHF3 in tumor cells triggers cCAS-STING activation in dendritic cells to regulate antitumor immunity in hepatocellular carcinoma. J Immunother Cancer 2024; 12:e010157. [PMID: 39608977 PMCID: PMC11605840 DOI: 10.1136/jitc-2024-010157] [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: 07/21/2024] [Accepted: 10/26/2024] [Indexed: 11/30/2024] Open
Abstract
BACKGROUND Resistance to immune checkpoint inhibitors (ICIs) significantly limits the efficacy of immunotherapy in patients with hepatocellular carcinoma (HCC). However, the mechanisms underlying immunotherapy resistance remain poorly understood. Our aim was to clarify the role of membrane-associated ring-CH-type finger 3 (MARCHF3) in HCC within the framework of anti-programmed cell death protein-1 (PD-1) therapy. METHODS MARCHF3 was identified in the transcriptomic profiles of HCC tumors exhibiting different responses to ICIs. In humans, the correlation between MARCHF3 expression and the tumor microenvironment (TME) was assessed via multiplex immunohistochemistry. In addition, MARCHF3 expression in tumor cells and immune cell infiltration were assessed by flow cytometry. RESULTS MARCHF3 was significantly upregulated in tumors from patients who responded to ICIs. Increased MARCHF3 expression in HCC cells promoted dendritic cell (DC) maturation and stimulated CD8+ T-cell activation, thereby augmenting tumor control. Mechanistically, we identified MARCHF3 as a pivotal regulator of the DNA damage response. It directly interacted with Poly(ADP-Ribose) Polymerase 1 (PARP1) via K48-linked ubiquitination, leading to PARP1 degradation. This process promoted the release of double-strand DNA and activated cCAS-STING in DCs, thereby initiating DC-mediated antigen cross-presentation and CD8+ T-cell activation. Additionally, ATF4 transcriptionally regulated MARCHF3 expression. Notably, the PARP1 inhibitor olaparib augmented the efficacy of anti-PD-1 immunotherapy in both subcutaneous and orthotopic HCC mouse models. CONCLUSIONS MARCHF3 has emerged as a pivotal regulator of the immune landscape in the HCC TME and is a potent predictive biomarker for HCC. Combining interventions targeting the DNA damage response with ICIs is a promising treatment strategy for HCC.
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Affiliation(s)
- Jun Cao
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
- General Surgery Institute, Northern Jiangsu People's Hospital, Yangzhou City, Jiangsu Province, China
| | - Bingbing Su
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Chi Zhang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
- General Surgery Institute, Northern Jiangsu People's Hospital, Yangzhou City, Jiangsu Province, China
| | - Rui Peng
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Daoyuan Tu
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Qiangwei Deng
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Guoqing Jiang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Shengjie Jin
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Qian Wang
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
| | - Dou-Sheng Bai
- Department of Hepatobiliary Surgery, Northern Jiangsu People's Hospital Affliated to Yangzhou University, Yangzhou City, Jiangsu Province, China
- General Surgery Institute, Northern Jiangsu People's Hospital, Yangzhou City, Jiangsu Province, China
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Deng H, Ji G, Ma J, Cai J, Cheng S, Cheng F. RNF19A inhibits bladder cancer progression by regulating ILK ubiquitination and inactivating the AKT/mTOR signalling pathway. Biol Direct 2024; 19:102. [PMID: 39508245 PMCID: PMC11539788 DOI: 10.1186/s13062-024-00562-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Accepted: 11/04/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND The role of the RING finger protein superfamily in carcinogenesis has been widely studied, but one member of this family, RNF19A, has not yet been thoroughly explored in bladder cancer (BCa). METHODS The expression levels of RNF19A in BCa samples and cell lines were analysed through data mining of public resources and further experiments. BCa cells in which RNF19A was stably overexpressed or knocked down were generated through lentivirus infection. The effects of RNF19A on cell proliferation, migration, and invasion were explored by performing a series of in vitro experiments, including CCK-8, colony formation, wound healing, and Transwell invasion assays. Using bioinformatics methods and multiple experiments, including western blot, qRT‒PCR, immunoprecipitation, cycloheximide, ubiquitination, and rescue assays, the mechanism underlying the effect of RNF19A on the progression of BCa was investigated. RESULTS Here, we found that RNF19A expression was reduced in BCa samples and cell lines and that lower RNF19A expression predicted shorter overall survival of BCa patients. Functionally, forced expression of RNF19A suppressed BCa cell proliferation, migration, and invasion by inactivating the AKT/mTOR signalling pathway, whereas silencing RNF19A had the opposite effects. Mechanistically, RNF19A could directly interact with ILK and promote its ubiquitination and degradation. Rescue experiments revealed that forced ILK expression partially rescued the decreased phosphorylation of AKT, mTOR, and S6K1 caused by RNF19A overexpression and that the increased levels of the p-AKT, p-mTOR, and p-S6K1 proteins induced by RNF19A knockdown were eliminated after silencing ILK. Similarly, the effects of RNF19A overexpression or knockdown on the phenotypes of cell proliferation, migration, and invasion could also be restored by forced or decreased ILK expression. CONCLUSIONS RNF19A suppressed the proliferation, migration, and invasion abilities of BCa cells by regulating ILK ubiquitination and inactivating the AKT/mTOR signalling pathway. RNF19A might be a potential prognostic biomarker and promising therapeutic target for BCa.
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Affiliation(s)
- Hao Deng
- Department of Urology, The First Affiliated Hospital of Yangtze University, The First people's Hospital of Jingzhou, Jingzhou, 434000, China
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Guanghai Ji
- Department of Urology, The First Affiliated Hospital of Yangtze University, The First people's Hospital of Jingzhou, Jingzhou, 434000, China
| | - Jun Ma
- Department of Urology, Shanghai Public Health Clinical Center, Shanghai, 200083, China
| | - Jun Cai
- Department of Oncology, The First Affiliated Hospital of Yangtze University, The First people's Hospital of Jingzhou, Jingzhou, 434000, China.
| | - Shaoping Cheng
- Department of Urology, The First Affiliated Hospital of Yangtze University, The First people's Hospital of Jingzhou, Jingzhou, 434000, China.
| | - Fan Cheng
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
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Cordani M, Dando I, Ambrosini G, González-Menéndez P. Signaling, cancer cell plasticity, and intratumor heterogeneity. Cell Commun Signal 2024; 22:255. [PMID: 38702718 PMCID: PMC11067149 DOI: 10.1186/s12964-024-01643-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2024] Open
Abstract
Cancer's complexity is in part due to the presence of intratumor heterogeneity and the dynamic nature of cancer cell plasticity, which create substantial obstacles in effective cancer management. Variability within a tumor arises from the existence of diverse populations of cancer cells, impacting the progression, spread, and resistance to treatments. At the core of this variability is the concept of cellular plasticity - the intrinsic ability of cancer cells to alter their molecular and cellular identity in reaction to environmental and genetic changes. This adaptability is a cornerstone of cancer's persistence and progression, making it a formidable target for treatments. Emerging studies have emphasized the critical role of such plasticity in fostering tumor diversity, which in turn influences the course of the disease and the effectiveness of therapeutic strategies. The transformative nature of cancer involves a network of signal transduction pathways, notably those that drive the epithelial-to-mesenchymal transition and metabolic remodeling, shaping the evolutionary path of cancer cells. Despite advancements, our understanding of the precise molecular machinations and signaling networks driving these changes is still evolving, underscoring the necessity for further research. This editorial presents a series entitled "Signaling Cancer Cell Plasticity and Intratumor Heterogeneity" in Cell Communication and Signaling, dedicated to unraveling these complex processes and proposing new avenues for therapeutic intervention.
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Affiliation(s)
- Marco Cordani
- Department of Biochemistry and Molecular Biology, Faculty of Biology, Complutense University, Madrid, 28040, Spain.
- Instituto de Investigaciones Sanitarias San Carlos (IdISSC), Madrid, 28040, Spain.
| | - Ilaria Dando
- Department of Neuroscience, Biomedicine and Movement Sciences, Biochemistry Section, University of Verona, Verona, 37134, Italy.
| | - Giulia Ambrosini
- Department of Neuroscience, Biomedicine and Movement Sciences, Biochemistry Section, University of Verona, Verona, 37134, Italy.
| | - Pedro González-Menéndez
- Departamento de Morfología y Biología Celular, School of Medicine, Julián Claveria 6, Oviedo, 33006, Spain.
- Instituto Universitario de Oncología del Principado de Asturias (IUOPA), University of Oviedo, Oviedo, 33006, Spain.
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Hospital Universitario Central de Asturias (HUCA), Oviedo, 33011, Spain.
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Naidu A, Lulu S. S. Systems and computational analysis of gene expression datasets reveals GRB-2 suppression as an acute immunomodulatory response against enteric infections in endemic settings. Front Immunol 2024; 15:1285785. [PMID: 38433833 PMCID: PMC10906661 DOI: 10.3389/fimmu.2024.1285785] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 01/05/2024] [Indexed: 03/05/2024] Open
Abstract
Introduction Enteric infections are a major cause of under-5 (age) mortality in low/middle-income countries. Although vaccines against these infections have already been licensed, unwavering efforts are required to boost suboptimalefficacy and effectiveness in regions that are highly endemic to enteric pathogens. The role of baseline immunological profiles in influencing vaccine-induced immune responses is increasingly becoming clearer for several vaccines. Hence, for the development of advanced and region-specific enteric vaccines, insights into differences in immune responses to perturbations in endemic and non-endemic settings become crucial. Materials and methods For this reason, we employed a two-tiered system and computational pipeline (i) to study the variations in differentially expressed genes (DEGs) associated with immune responses to enteric infections in endemic and non-endemic study groups, and (ii) to derive features (genes) of importance that keenly distinguish between these two groups using unsupervised machine learning algorithms on an aggregated gene expression dataset. The derived genes were further curated using topological analysis of the constructed STRING networks. The findings from these two tiers are validated using multilayer perceptron classifier and were further explored using correlation and regression analysis for the retrieval of associated gene regulatory modules. Results Our analysis reveals aggressive suppression of GRB-2, an adaptor molecule integral for TCR signaling, as a primary immunomodulatory response against S. typhi infection in endemic settings. Moreover, using retrieved correlation modules and multivariant regression models, we found a positive association between regulators of activated T cells and mediators of Hedgehog signaling in the endemic population, which indicates the initiation of an effector (involving differentiation and homing) rather than an inductive response upon infection. On further exploration, we found STAT3 to be instrumental in designating T-cell functions upon early responses to enteric infections in endemic settings. Conclusion Overall, through a systems and computational biology approach, we characterized distinct molecular players involved in immune responses to enteric infections in endemic settings in the process, contributing to the mounting evidence of endemicity being a major determiner of pathogen/vaccine-induced immune responses. The gained insights will have important implications in the design and development of region/endemicity-specific vaccines.
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Affiliation(s)
- Akshayata Naidu
- Integrative Multi-omics Lab, Department of Biotechnology, Vellore Institute of Technology, Vellore, Tamil Nadu, India
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Chen W, Que Q, Zhong R, Lin Z, Yi Q, Wang Q. Assessing TGF-β Prognostic Model Predictions for Chemotherapy Response and Oncogenic Role of FKBP1A in Liver Cancer. Curr Pharm Des 2024; 30:3131-3152. [PMID: 39185649 DOI: 10.2174/0113816128326151240820105525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 07/18/2024] [Accepted: 07/23/2024] [Indexed: 08/27/2024]
Abstract
BACKGROUND The Transforming Growth Factor-Beta (TGF-β) signaling pathway plays a crucial role in the pathogenesis of diseases. This study aimed to identify differentially expressed TGF-β-related genes in liver cancer patients and to correlate these findings with clinical features and immune signatures. METHODS The TCGA-STAD and LIRI-JP cohorts were utilized for a comprehensive analysis of TGF-β- related genes. Differential gene expression, functional enrichment, survival analysis, and machine learning techniques were employed to develop a prognostic model based on a TGF-β-related gene signature (TGFBRS). RESULTS We developed a prognostic model for liver cancer based on the expression levels of nine TGF-β- related genes. The model indicates that higher TGFBRS values are associated with poorer prognosis, higher tumor grades, more advanced pathological stages, and resistance to chemotherapy. Additionally, the TGFBRS-High subtype was characterized by elevated levels of immune-suppressive cells and increased expression of immune checkpoint molecules. Using a Gradient Boosting Decision Tree (GBDT) machine learning approach, the FKBP1A gene was identified as playing a significant role in liver cancer. Notably, knocking down FKBP1A significantly inhibited the proliferation and metastatic capabilities of liver cancer cells both in vitro and in vivo. CONCLUSION Our study highlights the potential of TGFBRS in predicting chemotherapy responses and in shaping the tumor immune microenvironment in liver cancer. The results identify FKBP1A as a promising molecular target for developing preventive and therapeutic strategies against liver cancer. Our findings could potentially guide personalized treatment strategies to improve the prognosis of liver cancer patients.
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Affiliation(s)
- Weimei Chen
- Department of Blood Transfusion, Longyan First Affiliated Hospital of Fujian Medical University, Longyan City, Fujian Province, 364000, China
| | - Qinghe Que
- Department of Blood Transfusion, Longyan First Affiliated Hospital of Fujian Medical University, Longyan City, Fujian Province, 364000, China
| | - Rongrong Zhong
- Department of Emergency, Longyan First Affiliated Hospital of Fujian Medical University, Longyan City, Fujian Province, 364000, China
| | - Zhou Lin
- Department of Burn Plastic Surgery and Wound Repair Surgery, Longyan First Affiliated Hospital of Fujian Medical University, Longyan City, Fujian Province, 364000, China
| | - Qiaolan Yi
- Department of Clinical Laboratory, Longyan First Affiliated Hospital of Fujian Medical University, Longyan City, Fujian Province, 364000, China
| | - Qingshui Wang
- Second Affiliated Hospital of Fujian University of Traditional Chinese Medical University Medicine, Fujian-Macao Science and Technology Cooperation Base of Traditional Chinese Medicine-Oriented Chronic Disease Prevention and Treatment, Innovation and Transformation Center, Fujian University of Traditional Chinese Medicine, Fuzhou, China
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