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Nema R, Kumar A. BUB1, miR-495-3p, and E2F1/E2F8 axis is associated with poor prognosis of breast cancer patients and infiltration of Th2 cells in the tumor microenvironment. Cancer Biomark 2025; 42:18758592241310109. [PMID: 40183319 DOI: 10.1177/18758592241310109] [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] [Indexed: 04/05/2025]
Abstract
Breast cancer, the most common cancer in women, is characterized by cell cycle dysregulation and chromosome segregation errors, leading to mitotic catastrophe and genomic instability. Understanding these molecular mechanisms is crucial for better diagnosis and treatment. We used databases like TIMER 2.0, UALCAN, and Oncomine to determine the differential expression of Budding uninhibited by benzimidazole 1 (BUB1) in normal and pan-cancer tissues. we also used the Kaplan-Meier Plotter database to analyze gene expression associations with survival outcomes, bc-GenExMiner v5.0 to analyze BUB1 gene expression and histological subtypes, and ctcRbase and miR-TV to identify microRNAs associated with BUB1 expression in breast cancer. Our data show that BUB1 expression is overexpressed in breast cancer tumors, metastatic tissues, and circulating tumor cells, leading to shorter overall survival, disease-free survival, and relapse-free survival compared to low-expression patients. BUB1 expression is strongly correlated with E2F1/E2F8 expression, suggesting a potential regulatory relationship between these genes. The study revealed a negative correlation between target miRNA miR-495-3p and BUB1 expression in breast cancer tumors, indicating a potential regulatory relationship between these genes. The BUB1 expression was also strongly correlated with the infiltration of CD4+ T helper 2 (Th2) subtypes in the tumors, suggesting a need for further research.
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Affiliation(s)
- Rajeev Nema
- Department of Biosciences, Manipal University Jaipur, Jaipur, India
| | - Ashok Kumar
- Department of Biochemistry, All India Institute of Medical Sciences (AIIMS), Bhopal, India
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Yu F, Zhang L, Zhang X, Zeng J, Lai F. Integrated analysis of single-cell and bulk-RNA sequencing for the cellular senescence in prognosis of lung adenocarcinoma. Sci Rep 2025; 15:1442. [PMID: 39789322 PMCID: PMC11717922 DOI: 10.1038/s41598-025-85758-w] [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: 02/09/2024] [Accepted: 01/06/2025] [Indexed: 01/12/2025] Open
Abstract
Non-small cell lung cancer (NSCLC), half of which are lung adenocarcinoma (LUAD), is one of the most widely spread cancers in the world. Telomerase, which maintains telomere length and chromosomal integrity, enables cancer cells to avoid replicative senescence. When telomerase is inhibited, cancer cells' senescence began, preventing them from growing indefinitely. Cellular senescence and telomeres are intrinsically linked. As of yet, still laking a systematic study of the involvement of telomere-senescence related genes in lung adenocarcinoma development. In this study, myeloid cells were identified as the cell type which are most correlated with cellular senescence based on its highest telomere-related gene activity. GO, KEGG, GSEA and GSVA analyses were used to explore the biological function of telomere-senescence related genes in LUAD. The combined analysis of single-cell RNA-sequencing and bulk-RNA sequencing identified a gene signature composed of 14 genes which can accurately predict the prognosis of patients with LUAD. In one training and four validation sets, patients with higher Telomere Related Gene Signature (TRGS) had a worse prognosis than those with lower TRGS. Different TRGS patient groups showed varying degrees of immune cell infiltration, frequency of gene missense mutation, sensitivity to different drugs, and tumor mutation burden (TMB). Collectively, we developed a brand new signature composed of telomere-senescence related genes that can accurately predicts patients' prognosis in LUAD, which provides new insights for future research into the role of cellular senescence in LUAD.
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Affiliation(s)
- Fengqiang Yu
- Department of Thoracic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Thoracic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Liangyu Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Thoracic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Xun Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Thoracic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Jianshen Zeng
- Department of Thoracic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China
- Department of Thoracic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China
| | - Fancai Lai
- Department of Thoracic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, 350005, China.
- Department of Thoracic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, 350212, China.
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Thoidingjam S, Sriramulu S, Hassan O, Brown SL, Siddiqui F, Movsas B, Gadgeel S, Nyati S. BUB1 Inhibition Overcomes Radio- and Chemoradiation Resistance in Lung Cancer. Cancers (Basel) 2024; 16:3291. [PMID: 39409911 PMCID: PMC11475950 DOI: 10.3390/cancers16193291] [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: 08/13/2024] [Revised: 09/18/2024] [Accepted: 09/25/2024] [Indexed: 10/20/2024] Open
Abstract
Background: Despite advances in targeted therapies and immunotherapies, traditional treatments like microtubule stabilizers (paclitaxel, docetaxel), DNA-intercalating platinum drugs (cisplatin), and radiation therapy remain essential for managing locally advanced and metastatic lung cancer. Identifying novel molecular targets could enhance the efficacy of these treatments. Hypothesis: We hypothesize that BUB1 (Ser/Thr kinase) is overexpressed in lung cancers and its inhibition will sensitize lung cancers to chemoradiation. Methods: BUB1 inhibitor (BAY1816032) was combined with cisplatin, paclitaxel, a PARP inhibitor olaparib, and radiation in cell proliferation and radiation-sensitization assays. Biochemical and molecular assays evaluated the impact on DNA damage signaling and cell death. Results: Immunostaining of lung tumor microarrays (TMAs) confirmed higher BUB1 expression in non-small cell lung cancer (NSCLC) and small cell lung cancer (SCLC) compared to normal tissues. In NSCLC, BUB1 overexpression correlated directly with the expression of TP53 mutations and poorer overall survival in NSCLC and SCLC patients. BAY1816032 synergistically sensitized lung cancer cell lines to paclitaxel and olaparib and enhanced cell killing by radiation in both NSCLC and SCLC. Molecular analysis indicated a shift towards pro-apoptotic and anti-proliferative states, evidenced by altered BAX, BCL2, PCNA, and Caspases-9 and -3 expressions. Conclusions: Elevated BUB1 expression is associated with poorer survival in lung cancer. Inhibiting BUB1 sensitizes NSCLC and SCLC to chemotherapies (cisplatin, paclitaxel), targeted therapy (olaparib), and radiation. Furthermore, we present the novel finding that BUB1 inhibition sensitized both NSCLC and SCLC to radiotherapy and chemoradiation. Our results demonstrate BUB1 inhibition as a promising strategy to sensitize lung cancers to radiation and chemoradiation therapies.
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Affiliation(s)
| | | | - Oudai Hassan
- Department of Surgical Pathology, Henry Ford Cancer Institute, Henry Ford Health, Detroit, MI 48202, USA
| | - Stephen L. Brown
- Department of Radiation Oncology, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Farzan Siddiqui
- Department of Radiation Oncology, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Benjamin Movsas
- Department of Radiation Oncology, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
| | - Shirish Gadgeel
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Division of Hematology/Oncology, Department of Medicine, Henry Ford Health, Detroit, MI 48202, USA
| | - Shyam Nyati
- Department of Radiation Oncology, Henry Ford Health, Detroit, MI 48202, USA
- Henry Ford Health + Michigan State University Health Sciences, Detroit, MI 48202, USA
- Department of Radiology, Michigan State University, East Lansing, MI 48824, USA
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Yu Y, Li L, Luo B, Chen D, Yin C, Jian C, You Q, Wang J, Fang L, Cai D, Sun J. Predicting potential therapeutic targets and small molecule drugs for early-stage lung adenocarcinoma. Biomed Pharmacother 2024; 174:116528. [PMID: 38555814 DOI: 10.1016/j.biopha.2024.116528] [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: 01/16/2024] [Revised: 03/28/2024] [Accepted: 03/28/2024] [Indexed: 04/02/2024] Open
Abstract
Lung cancer is a leading cause of cancer-related mortality worldwide, with non-small cell lung cancer (NSCLC) constituting the majority, and its main subtype being lung adenocarcinoma (LUAD). Despite substantial advances in LUAD diagnosis and treatment, early diagnostic biomarkers inadequately fulfill clinical requirements. Thus, we conducted bioinformatics analysis to identify potential biomarkers and corresponding therapeutic drugs for early-stage LUAD patients. Here we identified a total of 10 differentially expressed genes (DEGs) with survival significance through the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA). Subsequently, we identified a promising small molecule drug, Aminopurvalanol A, based on the 10 key genes using the L1000FWD application, which was validated by molecular docking followed by in vivo and in vitro experiments. The results highlighted TOP2A, CDH3, ASPM, CENPF, SLC2A1, and PRC1 as potential detection biomarkers for early LUAD. We confirmed the efficacy and safety of Aminopurvalanol A, providing valuable insights for the clinical management of LUAD.
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Affiliation(s)
- Yongxin Yu
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Lingchen Li
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Bangyu Luo
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Diangang Chen
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Chenrui Yin
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Chunli Jian
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Qiai You
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Jianmin Wang
- Department of Oncology, Chongqing Hospital of Traditional Chinese Medicine, Chongqing 400021, China
| | - Ling Fang
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Dingqin Cai
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China
| | - Jianguo Sun
- Institute of Cancer, Xinqiao Hospital, Army Medical University, Chongqing 400037, China.
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