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He F, Liu H, Zhao F. The oncogenic role of FOXM1 in hepatocellular carcinoma: molecular mechanisms, clinical significance, and therapeutic potentials. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-025-04144-5. [PMID: 40266300 DOI: 10.1007/s00210-025-04144-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2025] [Accepted: 04/03/2025] [Indexed: 04/24/2025]
Abstract
Hepatocellular carcinoma (HCC) remains a major global health challenge due to its aggressive nature and limited treatment options. This review aims to clarify the oncogenic role of FOXM1 in HCC and its potential as a therapeutic target. We examine how FOXM1 drives cancer development by regulating key cellular processes such as cell cycle progression, proliferation, metastasis, and therapy resistance. The review details mechanisms that control FOXM1 activity, including transcriptional regulation by upstream factors, post-transcriptional modulation via non-coding RNAs, and epigenetic modifications. We also explore how FOXM1 interacts with critical signaling pathways, such as AKT, p53, ERK, Hedgehog, STAT3, and Wnt/β-catenin, to promote metabolic reprogramming, angiogenesis, and the maintenance of cancer stem cell properties. In the therapeutic section, we assess emerging strategies that target FOXM1, including small-molecule inhibitors, proteasome inhibitors, and immunotherapeutic approaches, to improve treatment outcomes for HCC patients. This comprehensive review highlights the pivotal role of FOXM1 in HCC pathogenesis and provides novel avenues for targeted intervention.
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Affiliation(s)
- Fangyu He
- Department of Hematology, The Second Hospital of Dalian Medical University, Dalian, China
| | - He Liu
- Department of Infection Control and Prevention, The Second Hospital of Dalian Medical University, Dalian, China
| | - Fangcheng Zhao
- Department of Infectious Diseases, The Second Hospital of Dalian Medical University, Dalian, China.
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Zhu Z, Lian X, Hu J, Wang Z, Zhong Y, Zhao Y, Lu L, Pan Y, Zhou M, Xu J. DPHC from Alpinia officinarum Hance specifically modulates the function of CENPU in the cell cycle and apoptosis to ameliorate hepatocellular carcinoma. JOURNAL OF ETHNOPHARMACOLOGY 2025; 345:119598. [PMID: 40058474 DOI: 10.1016/j.jep.2025.119598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 03/04/2025] [Accepted: 03/06/2025] [Indexed: 03/18/2025]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Alpinia officinarum Hance (A. officinarum), a perennial herb used in the treatment of digestive system cancers, holds significant value for the Li people of Hainan as a traditional Chinese medicine. (R)-5-hydroxy-1,7-diphenyl-3-heptanone (DPHC), a diarylheptanoid component is derived from A. officinarum. Diarylheptanoids have demonstrated anti-proliferative effects on breast cancer cells, neuroblastoma cells, and other tumor cells. However, the pharmacological activity of DPHC in improving hepatocellular carcinoma (HCC) remains undefined. AIM OF THE STUDY To elucidate the anti-HCC effects of DPHC derived from A. officinarum and explore its underlying mechanistic pathways both in vivo and in vitro. MATERIAL AND METHODS The effects of DPHC on HCC cell lines were evaluated in vitro using cell counting kit-8, EdU cell proliferation assays, a wound healing assay, a three-dimensional tumor spheroid model, and flow cytometry. The ability of DPHC to ameliorate HCC was assessed in vivo via a nude mouse subcutaneous xenograft tumor model, serum biochemical marker detection, and hematoxylin-eosin staining. The molecular mechanism of DPHC in HCC was elucidated through a combination of transcriptome sequencing, cell transfection, immunohistochemistry assay, immunofluorescence staining, quantitative reverse transcription-PCR, and western blot analysis. RESULTS DPHC induced significant G0/G1 phase arrest and apoptosis in HepG2 and HCCLM3 cells while also markedly inhibiting tumor growth in nude mice. Mechanically, DPHC directly interacted with centromere-associated protein U (CENPU) to suppress its expression. The reduced expression of CENPU results in decreased interaction with the transcription factor E2F6, thereby affecting the transcriptional activity of the transcription factor E2F1. This subsequently inhibits the expression of downstream cell cycle factors (CCND1, CDK4, and CDK1) and increases apoptosis factors (Caspase 3 and Caspase 9). CONCLUSIONS DPHC from A. officinarum specifically modulates the function of CENPU in the cell cycle and apoptosis to ameliorate HCC. Our study revealed the anti-HCC effect and underlying mechanism of DPHC, offering new insights and potential targets for HCC treatment.
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Affiliation(s)
- Zhe Zhu
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Xiuxia Lian
- Engineering Research Center of Tropical Medicine Innovation and Transformation of Ministry of Education & International Joint Research Center of Human-machine Intelligent Collaborative for Tumor Precision Diagnosis and Treatment of Hainan Province & Hainan Provincial Key Laboratory of Research and Development on Tropical Herbs, School of Pharmacy, Hainan Medical University, Haikou, Hainan, 571199, China
| | - Jicheng Hu
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Zhe Wang
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Yinghong Zhong
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Yuan Zhao
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Lu Lu
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China
| | - Yipeng Pan
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China.
| | - Mingyan Zhou
- Institute of Clinical Medicine, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China.
| | - Jian Xu
- Hepatobiliary and Liver Transplantation Department of Hainan Digestive Disease Center, The Second Affiliated Hospital of Hainan Medical University, Haikou, Hainan, 570311, China; Key Laboratory of Emergency and Trauma of Ministry of Education, The First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China.
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Yang Z, Chen W, Liu Y, Niu Y. Recent updates of centromere proteins in hepatocellular carcinoma: a review. Infect Agent Cancer 2025; 20:7. [PMID: 39915786 PMCID: PMC11800463 DOI: 10.1186/s13027-024-00630-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Accepted: 12/16/2024] [Indexed: 02/11/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is the fourth leading cause of cancer-related death worldwide, with approximately 800,000 deaths worldwide each year. Owing to the atypical early symptoms and characteristics of HCC, over 80% of HCC patients cannot receive curative treatment. The treatment of HCC is facing a bottleneck, and new treatment methods are urgently needed. Since the pathogenesis of HCC is not yet clear, identifying the molecular mechanisms and therapeutic targets related to it is crucial. Centromeres are considered special deoxyribonucleic acid (DNA) sequences with highly repetitive sequences that are physically connected to the spindle during cell division, ensuring equal division of genetic material between daughter cells. The numerous proteins that aggregate on this sequence during cell division are called centromere proteins (CENPs). Currently, numerous studies have shown that CENPs are abnormally expressed in tumor cells and are associated with patient prognosis. The abnormal expression of CENPs is a key cause of chromosomal instability. Furthermore, chromosomal instability is a common characteristic of the majority of tumors. Chromosomal instability can lead to uncontrolled and sustained division and proliferation of malignant tumors. Therapeutic plans targeting CENPs play important roles in the treatment of HCC. For example, small ribonucleic acid (RNA) can silence CENP expression and prevent the occurrence and development of liver cancer. In recent years, studies of HCC-targeting CENPs have gradually increased but are still relatively novel, requiring further systematic elaboration. In this review, we provide a detailed introduction to the characteristics of CENPs and discuss their roles in HCC. In addition, we discuss their application prospects in future clinical practice.
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Affiliation(s)
- Zhongyuan Yang
- Department of Infectious Diseases, Tongji Hospital, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonostic Infectious Disease, Huazhong University of Science and Technology, 1095, Jiefang Avenue, Wuhan, 430030, Hubei, China.
| | - Wenjiao Chen
- Department of Dermatology, Wuhan Hankou Hospital, Wuhan, Hubei, China
| | - Yunhui Liu
- Department of Infectious Diseases, Tongji Hospital, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonostic Infectious Disease, Huazhong University of Science and Technology, 1095, Jiefang Avenue, Wuhan, 430030, Hubei, China
| | - Yuxin Niu
- Department of Infectious Diseases, Tongji Hospital, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonostic Infectious Disease, Huazhong University of Science and Technology, 1095, Jiefang Avenue, Wuhan, 430030, Hubei, China
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Hasan MAM, Maniruzzaman M, Huang J, Shin J. Statistical and machine learning based platform-independent key genes identification for hepatocellular carcinoma. PLoS One 2025; 20:e0318215. [PMID: 39908244 PMCID: PMC11798446 DOI: 10.1371/journal.pone.0318215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 01/10/2025] [Indexed: 02/07/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent and deadly form of liver cancer, and its mortality rate is gradually increasing worldwide. Existing studies used genetic datasets, taken from various platforms, but focused only on common differentially expressed genes (DEGs) across platforms. Consequently, these studies may missed some important genes in the investigation of HCC. To solve these problems, we have taken datasets from multiple platforms and designed a statistical and machine learning-based system to determine platform-independent key genes (KGs) for HCC patients. DEGs were determined from each dataset using limma. Individual combined DEGs (icDEGs) were identified from each platform and then determined grand combined DEGs (gcDEGs) from icDEGs of all platforms. Differentially expressed discriminative genes (DEDGs) was determined based on the classification accuracy using Support vector machine. We constructed PPI network on DEDGs and identified hub genes using MCC. This study determined the optimal modules using the MCODE scores of the PPI network and selected their gene combinations. We combined all genes, obtained from previous studies to form metadata, known as meta-hub genes. Finally, six KGs (CDC20, TOP2A, CENPF, DLGAP5, UBE2C, and RACGAP1) were selected by intersecting the overlapping hub genes, meta-hub genes, and hub module genes. The discriminative power of six KGs and their prognostic potentiality were evaluated using AUC and survival analysis.
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Affiliation(s)
- Md. Al Mehedi Hasan
- Department of Computer Science & Engineering, Rajshahi University of Engineering & Technology, Rajshahi, Bangladesh
| | - Md. Maniruzzaman
- Statistics Discipline, Khulna University, Khulna, Bangladesh
- School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Fukushima, Japan
| | - Jie Huang
- School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Fukushima, Japan
| | - Jungpil Shin
- School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Fukushima, Japan
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Tan W, Zhang J, Chen L, Wang Y, Chen R, Zhang H, Liang F. Copper homeostasis and cuproptosis-related genes: Therapeutic perspectives in non-alcoholic fatty liver disease. Diabetes Obes Metab 2024; 26:4830-4845. [PMID: 39233500 DOI: 10.1111/dom.15846] [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: 07/06/2024] [Revised: 07/16/2024] [Accepted: 07/17/2024] [Indexed: 09/06/2024]
Abstract
Non-alcoholic fatty liver disease (NAFLD), a metabolic-associated fatty liver disease, has become the most common chronic liver disease worldwide. Recently, the discovery of cuproptosis, a newly identified mode of cell death, further highlighted the importance of copper in maintaining metabolic homeostasis. An increasing number of studies have confirmed that liver copper metabolism is closely related to the pathogenesis of NAFLD. However, the relationship between NAFLD and copper metabolism, especially cuproptosis, remains unclear. In this review, we aim to summarize the current understanding of copper metabolism and its dysregulation, particularly the role of copper metabolism dysregulation in the pathogenesis of NAFLD. More importantly, this review emphasizes potential gene-targeted therapeutic strategies, challenges and the future of cuproptosis-related genes in the treatment of NAFLD. This review aims to provide innovative therapeutic strategies for NAFLD.
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Affiliation(s)
- Wangjing Tan
- Department of Acupuncture and Moxibustion, College of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
| | - Junli Zhang
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li Chen
- Department of Acupuncture and Moxibustion, College of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Hubei Provincial Collaborative Innovation Center of Preventive Treatment by Acupuncture and Moxibustion, Wuhan, China
- Hubei Shizhen Laboratory, Wuhan, China
| | - Yayuan Wang
- Department of Acupuncture and Moxibustion, College of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Hubei Provincial Collaborative Innovation Center of Preventive Treatment by Acupuncture and Moxibustion, Wuhan, China
- Hubei Shizhen Laboratory, Wuhan, China
| | - Rui Chen
- Department of Integrated Traditional Chinese and Western Medicine, Union Hospital Affiliated to Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Haiming Zhang
- Department of Oncology, Integrated Traditional Chinese and Western Medicine, Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fengxia Liang
- Department of Acupuncture and Moxibustion, College of Acupuncture-Moxibustion and Orthopedics, Hubei University of Chinese Medicine, Wuhan, China
- Hubei Provincial Collaborative Innovation Center of Preventive Treatment by Acupuncture and Moxibustion, Wuhan, China
- Hubei Shizhen Laboratory, Wuhan, China
- Acupuncture and Moxibustion Department, Affiliated Hospital of Hubei University of Chinese Medicine(Hubei Provincial Hospital of Traditional Chinese Medicine), Wuhan, China
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Zhang Y, Deng Y, Zhou M, Wu B, Zhou J. Intraglandular dissemination: a special pathological feature. Front Oncol 2024; 14:1428274. [PMID: 39135992 PMCID: PMC11317368 DOI: 10.3389/fonc.2024.1428274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 07/16/2024] [Indexed: 08/15/2024] Open
Abstract
Intraglandular dissemination is an important pathological feature of thyroid cancer, yet the biological characteristics of this phenomenon remain relatively underexplored. This paper aims to provide a comprehensive overview of its biological behaviors, protein expressions, and identification methods. Several retrospective studies have found that thyroid cancers with intraglandular dissemination have higher rates of lymph node metastasis, capsule invasion, and vascular invasion, exhibiting more aggressive biological behavior. Immunohistochemistry results show abnormal expression of proteins such as FKBP5, CENPF, CX26, KIF11, PTK7, which are associated with poor prognosis in thyroid cancers with intraglandular dissemination, offering potential guidance for specific targeted therapy in the future. Moreover, adjunctive techniques including ultrasound, fine-needle aspiration, and genetic testing offer valuable support in accurately identifying these cases, facilitating moreproactive treatment and closer follow-up.
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Affiliation(s)
- Yubi Zhang
- Department of Thyroid and Breast Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Deng
- Department of Thyroid and Breast Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Meng Zhou
- Department of Thyroid and Breast Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Bin Wu
- Department of Orthopedics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jing Zhou
- Department of Thyroid and Breast Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Thyroid and Breast Surgery, People’s Hospital of Dongxihu District Wuhan City and Union Dongxihu Hospital, Huazhong University of Science and Technology, Wuhan, China
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Jia W, Wu Q, Li R, Hou S, Kang C. Role of CENPF and NDC80 in the rehabilitation nursing of hepatocellular carcinoma and cirrhosis: An observational study. Medicine (Baltimore) 2024; 103:e37984. [PMID: 38701255 PMCID: PMC11062706 DOI: 10.1097/md.0000000000037984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 04/01/2024] [Indexed: 05/05/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most common malignant tumors globally and often develops on the foundation of chronic liver disease or cirrhosis. Cirrhosis is a clinically prevalent chronic progressive liver disease characterized by diffuse liver damage resulting from long-term or repeated actions of 1 or more etiological factors. However, the impact of CENPF and nuclear division cycle 80 (NDC80) genes on rehabilitation nursing of HCC and cirrhosis remains unclear. HCC and cirrhosis datasets GSE63898 and GSE89377 profile files were downloaded from the gene expression omnibus database generated on platforms GPL13667 and GPL6947, respectively. Differentially expressed genes (DEGs) screening, weighted gene co-expression network analysis (WGCNA), construction and analysis of protein-protein interaction (PPI) networks, functional enrichment analysis, gene set enrichment analysis (GSEA), survival analysis, immune infiltration analysis, and comparative toxicogenomics database (CTD) analysis were conducted. Gene expression heatmaps were plotted. miRNAs regulating central DEGs were selected through TargetScan. A total of 626 DEGs were identified. According to gene ontology (GO) analysis, they were primarily enriched in small molecule metabolic processes, drug metabolic processes, binding of identical proteins, and lipid metabolic processes. Kyoto Encyclopedia of Gene and Genome (KEGG) analysis results indicated that the target genes were mainly enriched in metabolic pathways, phagosomes, glycine, serine, and threonine metabolism. The construction and analysis of the PPI network revealed 3 core genes (NDC80, CENPF, RRM2). Gene expression heatmaps showed that core genes (CENPF, NDC80) were highly expressed in HCC and cirrhosis samples. CTD analysis found that 2 genes (CENPF and NDC80) were associated with liver, jaundice, ascites, fever, dyspepsia, and hepatic encephalopathy. CENPF and NDC80 are highly expressed in HCC and cirrhosis, and CENPF and NDC80 might be the biomarkers of rehabilitation nursing of HCC and cirrhosis.
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Affiliation(s)
- Wei Jia
- Gastrointestinal Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Shijingshan District, Beijing, P.R. China
| | - Qiaoling Wu
- Gastrointestinal Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Shijingshan District, Beijing, P.R. China
| | - Ruipu Li
- Gastrointestinal Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Shijingshan District, Beijing, P.R. China
| | - Shiyang Hou
- Gastrointestinal Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Shijingshan District, Beijing, P.R. China
| | - Chunbo Kang
- Gastrointestinal Rehabilitation Center, Beijing Rehabilitation Hospital, Capital Medical University, Shijingshan District, Beijing, P.R. China
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Li X, Wang Z, Yang B. Identification of the hub genes linked to zearalenone-induced hepatotoxicity in broiler chickens. ENVIRONMENTAL RESEARCH 2024; 246:118094. [PMID: 38176630 DOI: 10.1016/j.envres.2023.118094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 12/14/2023] [Accepted: 12/31/2023] [Indexed: 01/06/2024]
Abstract
Zearalenone (ZEN) is a mycotoxin found in food and feed that impairs the function of multiple organs, especially the liver. However, the specific mechanisms through which ZEN induces liver damage in broiler chickens are not well understood. Therefore, this study aimed to identify the key genes linked to the hepatotoxicity induced by ZEN exposure in broiler chickens. Gene expression data from ZEN-treated and control chicken embryo primary hepatocytes (CEPHs) were used to implement differential expression analysis. Totally, 436 differentially expressed genes (DEGs) were detected, in which 223 and 213 genes were up- and down-regulated in ZEN-treated CEPHs, respectively. Gene ontology analysis suggested that these DEGs were involved in various biological processes, including chromosome segregation, mitotic cytokinesis, mitotic cell cycle, cell division, and mitotic spindle organization. Pathway analysis showed that the DEGs were associated with p53, FoxO, ubiquitin-mediated proteolysis, cell cycle, and mismatch repair signaling pathways. Furthermore, the hub genes, including BRCA1, CDC45, CDCA3, CDKN3, CENPE, CENPF, CENPI, CENPM, CENPU, and CEP55, potentially contributed to ZEN-induced hepatotoxicity. In conclusion, our study provides the valuable insight into the mechanism underlying ZEN-induced hepatotoxicity in broiler chickens.
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Affiliation(s)
- Xiaofeng Li
- College of Animal Science, Anhui Science and Technology University, Fengyang, 233100, China
| | - Zhongyuan Wang
- College of Animal Science, Anhui Science and Technology University, Fengyang, 233100, China
| | - Bing Yang
- College of Animal Science, Anhui Science and Technology University, Fengyang, 233100, China.
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Zhang Q, Tsui YM, Zhang VX, Lu AJ, Lee JMF, Lee E, Cheung GCH, Li PM, Cheung ETY, Chia NH, Lo ILO, Chan ACY, Cheung TT, Ng IOL, Ho DWH. Reciprocal interactions between malignant cells and macrophages enhance cancer stemness and M2 polarization in HBV-associated hepatocellular carcinoma. Theranostics 2024; 14:892-910. [PMID: 38169544 PMCID: PMC10758064 DOI: 10.7150/thno.87962] [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: 07/10/2023] [Accepted: 12/14/2023] [Indexed: 01/05/2024] Open
Abstract
Background: The tumor microenvironment of cancers has emerged as a crucial component in regulating cancer stemness and plays a pivotal role in cell-cell communication. However, the specific mechanisms underlying these phenomena remain poorly understood. Methods: We performed the single-cell RNA sequencing (scRNA-seq) on nine HBV-associated hepatocellular carcinoma (HCC) patients. The heterogeneity of the malignant cells in pathway functions, transcription factors (TFs) regulation, overall survival, stemness, as well as ligand-receptor-based intercellular communication with macrophages were characterized. The aggressive and stemness feature for the target tumor subclone was validated by the conduction of in vitro assays including sphere formation, proliferation, Annexin V apoptosis, flow cytometry, siRNA library screening assays, and multiple in vivo preclinical mouse models including mouse hepatoma cell and human HCC cell xenograft models with subcutaneous or orthotopic injection. Results: Our analysis yielded a comprehensive atlas of 31,664 cells, revealing a diverse array of malignant cell subpopulations. Notably, we identified a stemness-related subclone of HCC cells with concurrent upregulation of CD24, CD47, and ICAM1 expression that correlated with poorer overall survival. Functional characterization both in vitro and in vivo validated S100A11 as one of the top downstream mediators for tumor initiation and stemness maintenance of this subclone. Further investigation of cell-cell communication within the tumor microenvironment revealed a propensity for bi-directional crosstalk between this stemness-related subclone and tumor-associated macrophages (TAMs). Co-culture study showed that this interaction resulted in the maintenance of the expression of cancer stem cell markers and driving M2-like TAM polarization towards a pro-tumorigenic niche. We also consolidated an inverse relationship between the proportions of TAMs and tumor-infiltrating T cells. Conclusions: Our study highlighted the critical role of stemness-related cancer cell populations in driving an immunosuppressive tumor microenvironment and identified the S100A11 gene as a key mediator for stemness maintenance in HCC. Moreover, our study provides support that the maintenance of cancer stemness is more attributed to M2 polarization than the recruitment of the TAMs.
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Affiliation(s)
- Qingyang Zhang
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Yu-Man Tsui
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Vanilla Xin Zhang
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Anna Jingyi Lu
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Joyce Man-Fong Lee
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Eva Lee
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Gary Cheuk-Hang Cheung
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Po-Man Li
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | | | - Nam-Hung Chia
- Department of Surgery, Queen Elizabeth Hospital, Hong Kong
| | | | - Albert Chi-Yan Chan
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
- Department of Surgery, The University of Hong Kong, Hong Kong
| | - Tan-To Cheung
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
- Department of Surgery, The University of Hong Kong, Hong Kong
| | - Irene Oi-Lin Ng
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
| | - Daniel Wai-Hung Ho
- Department of Pathology, The University of Hong Kong, Hong Kong
- State Key Laboratory of Liver Research, The University of Hong Kong, Hong Kong
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Li P, Ma G, Cui Z, Zhang S, Su Q, Cai Z. FOXM1 and CENPF are associated with a poor prognosis through promoting proliferation and migration in lung adenocarcinoma. Oncol Lett 2023; 26:518. [PMID: 37920441 PMCID: PMC10618931 DOI: 10.3892/ol.2023.14105] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/12/2023] [Indexed: 11/04/2023] Open
Abstract
Lung adenocarcinoma (LUAD) is a clinically challenging disease due to its poor prognosis and limited therapeutic methods. The aim of the present study was to identify prognosis-related genes and therapeutic targets for LUAD. Raw data from the GSE32863, GSE41271 and GSE42127 datasets were downloaded from the Gene Expression Omnibus database. Following normalization, the data were merged into a matrix, which was first used to identify differentially expressed genes (DEGs). Weighted gene co-expression network analysis (WGCNA) and survival analysis were performed to screen potential prognosis-related genes. Gene overlaps among DEGs, survival-related genes and WGCNA genes were finally constructed to obtain candidate genes. An analysis with the STRING database was performed to construct a protein-protein interaction network and hub genes were selected using Cytoscape. The candidate genes were finally identified by univariate and multivariate Cox regression analysis. Furthermore, in vivo and in vitro experiments, including immunohistochemistry, immunofluorescence, Cell Counting Kit-8, colony-formation and migration assays, were performed to validate the potential mechanism of these genes in LUAD. Two genes, namely forkhead box M1 (FOXM1) and centromere protein F (CENPF), were identified as unfavorable indicators of prognosis in patients with LUAD. High expression of FOXM1 and CENPF were associated with poor survival. Furthermore, LUAD cells with FOXM1 and CENPF knockdown showed a significant reduction in proliferation and migration (P<0.05). FOXM1 and CENPF may have an essential role in the prognosis of patients with LUAD by influencing cell proliferation and migration, and they provide potential molecular targets for LUAD therapy.
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Affiliation(s)
- Peipei Li
- The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
- Hebei Key Laboratory of Respiratory Critical Care Medicine, The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
- Department of Pulmonary and Critical Care Medicine, Hengshui People's Hospital, Hengshui, Hebei 053000, P.R. China
| | - Geng Ma
- Department of Gastroenterology, Hengshui People's Hospital, Hengshui, Hebei 053000, P.R. China
| | - Zhaobo Cui
- Department of Pulmonary and Critical Care Medicine, Hengshui People's Hospital, Hengshui, Hebei 053000, P.R. China
| | - Shusen Zhang
- The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
- Hebei Key Laboratory of Respiratory Critical Care Medicine, The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
- Department of Pulmonary and Critical Care Medicine, Affiliated Xing Tai People Hospital of Hebei Medical University, Xingtai, Hebei 054001, P.R. China
| | - Qiao Su
- The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
- Hebei Key Laboratory of Respiratory Critical Care Medicine, The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
| | - Zhigang Cai
- The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
- Hebei Key Laboratory of Respiratory Critical Care Medicine, The First Department of Pulmonary and Critical Care Medicine, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050000, P.R. China
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11
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Stanic B, Milošević N, Sukur N, Samardzija Nenadov D, Fa Nedeljkovic S, Škrbić S, Andric N. An in silico toxicogenomic approach in constructing the aflatoxin B1-mediated regulatory network of hub genes in hepatocellular carcinoma. Toxicol Mech Methods 2023; 33:552-562. [PMID: 36978281 DOI: 10.1080/15376516.2023.2196686] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 03/17/2023] [Accepted: 03/18/2023] [Indexed: 03/30/2023]
Abstract
Aflatoxin B1 (AFB1) can cause hepatocellular carcinoma (HCC) through a mutagenic mode of action but can also lead to global changes in gene expression; however, the AFB1 network of molecular pathways involved in HCC is not known. Here, we used toxicogenomic data from human liver cells exposed to AFB1 to infer the network of AFB1-responsive molecular pathways involved in HCC. The following computational tools: STRING, MCODE, cytoHubba, iRegulon, kinase enrichment tool KEA3, and DAVID were used to identify protein-protein interaction network, hub genes, transcription factors (TFs), upstream kinases, and biological processes (BPs). Predicted molecular events were validated with an external dataset, whereas the hub genes in HCC were validated using the UALCAN database. The results revealed an association between AFB1 and the hub genes involved in the cell cycle. We identified TFs that regulate the hub genes and linked them with upstream kinases including cyclin-dependent kinases, mitogen-activated protein kinase 1, and AKT. This approach enabled the construction of the AFB1-mediated regulatory network consisting of upstream kinases, TFs, hub genes, and BPs, thus revealing the signaling hierarchy and information flow that may contribute to AFB1-induced HCC. This could be a useful tool in predicting the molecular mechanisms involved in chemical-induced diseases when available toxicogenomic data exist.
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Affiliation(s)
- Bojana Stanic
- Department of Biology and Ecology, University of Novi Sad, Novi Sad, Serbia
| | - Nemanja Milošević
- Department of Mathematics and Informatics, University of Novi Sad, Novi Sad, Serbia
| | - Nataša Sukur
- Department of Mathematics and Informatics, University of Novi Sad, Novi Sad, Serbia
| | | | | | - Srđan Škrbić
- Department of Mathematics and Informatics, University of Novi Sad, Novi Sad, Serbia
| | - Nebojsa Andric
- Department of Biology and Ecology, University of Novi Sad, Novi Sad, Serbia
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Gola M, Stefaniak P, Godlewski J, Jereczek-Fossa BA, Starzyńska A. Prospects of POLD1 in Human Cancers: A Review. Cancers (Basel) 2023; 15:cancers15061905. [PMID: 36980791 PMCID: PMC10047664 DOI: 10.3390/cancers15061905] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/07/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
Cancer is the second leading cause of death globally, exceeded only by cardiovascular disease. Despite the introduction of several survival-prolonging treatment modalities, including targeted therapy and immunotherapy, the overall prognosis for the metastatic disease remains challenging. Therefore, the identification of new molecular biomarkers and therapeutic targets related to cancer diagnosis and prognosis is of paramount importance. DNA polymerase delta 1 (POLD1), a catalytic and proofreading subunit of the DNA polymerase δ complex, performs a crucial role in DNA replication and repair processes. Recently, germline and somatic mutations of the POLD1 gene have been acknowledged in several malignancies. Moreover, diversified POLD1 expression profiles have been reported in association with clinicopathological features in a variety of tumor types. With this review, we aim to summarize the current knowledge on the role of POLD1 in cancers. In addition, we discuss the future prospects and clinical applications of the assessment of POLD1 mutation and expression patterns in tumors.
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Affiliation(s)
- Michał Gola
- Department of Human Histology and Embryology, Collegium Medicum, School of Medicine, University of Warmia and Mazury, 10-082 Olsztyn, Poland
| | - Przemysław Stefaniak
- Department of Surgical Oncology, Hospital Ministry of Internal Affairs with Warmia and Mazury Oncology Centre, 10-228 Olsztyn, Poland
| | - Janusz Godlewski
- Department of Human Histology and Embryology, Collegium Medicum, School of Medicine, University of Warmia and Mazury, 10-082 Olsztyn, Poland
- Department of Surgical Oncology, Hospital Ministry of Internal Affairs with Warmia and Mazury Oncology Centre, 10-228 Olsztyn, Poland
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, European Institute of Oncology (IEO), Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), 20141 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Anna Starzyńska
- Department of Oral Surgery, Medical University of Gdańsk, 7 Dębinki Street, 80-211 Gdańsk, Poland
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