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Yang Y, Liu L, Cui H, Cheng B, Peng W, Wang R, Wang J, Chen W, Cao M, Li Y, Liang J, Chen S, Bai S, Zhao Y. Establishing a new-onset diabetes-related metabolism signature for predicting the prognosis and immune landscape in pancreatic cancer. Carcinogenesis 2025; 46:bgae072. [PMID: 39526455 PMCID: PMC11966386 DOI: 10.1093/carcin/bgae072] [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: 07/16/2024] [Revised: 10/20/2024] [Accepted: 11/08/2024] [Indexed: 11/16/2024] Open
Abstract
New-onset diabetes (NOD) is a common condition among patients with pancreatic adenocarcinoma (PAAD) and is related to poor clinical outcomes. The potential impact of NOD on PAAD progression and the tumor microenvironment remains unclear. Here, we revealed that NOD in PAAD was associated with metabolic disorders. Utilizing three machine-learning algorithms, an NOD-related metabolism signature (NRMS) was established. Validated in three independent cohorts, patients with a high NRMS score exhibited a worse prognosis. Moreover, an elevated NRMS score was associated with an immunosuppressive microenvironment and diminished response to immunotherapy. Further experiments demonstrated that ALDH3A1, a key feature in NRMS, was significantly upregulated in tissues from PAAD patients with NOD and played a crucial role in tumor progression and immune suppression. Our findings highlight the potential of NRMS as a prognostic biomarker and an indicator of immunotherapy response for patients with PAAD.
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Affiliation(s)
- Yilei Yang
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
- Key Laboratory of Vascular Aging, Ministry of Education, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan 430030, China
| | - Luyao Liu
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Haochen Cui
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Bin Cheng
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Wang Peng
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Ronghua Wang
- Department of Surgery, University of Pittsburgh School of Medicine, 3550 Terrace Street, Pittsburg, PA 15213M, United States
| | - Jinlin Wang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan 430030, China
| | - Wei Chen
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Mengdie Cao
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Yanling Li
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Jingwen Liang
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Shiru Chen
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Shuya Bai
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
| | - Yuchong Zhao
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, Hubei 430030, China
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2
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Chen T, Ashwood LM, Kondrashova O, Strasser A, Kelly G, Sutherland KD. Breathing new insights into the role of mutant p53 in lung cancer. Oncogene 2025; 44:115-129. [PMID: 39567755 PMCID: PMC11725503 DOI: 10.1038/s41388-024-03219-6] [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: 07/08/2024] [Revised: 10/25/2024] [Accepted: 11/01/2024] [Indexed: 11/22/2024]
Abstract
The tumour suppressor gene p53 is one of the most frequently mutated genes in lung cancer and these defects are associated with poor prognosis, albeit some debate exists in the lung cancer field. Despite extensive research, the exact mechanisms by which mutant p53 proteins promote the development and sustained expansion of cancer remain unclear. This review will discuss the cellular responses controlled by p53 that contribute to tumour suppression, p53 mutant lung cancer mouse models and characterisation of p53 mutant lung cancer. Furthermore, we discuss potential approaches of targeting mutant p53 for the treatment of lung cancer.
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Affiliation(s)
- Tianwei Chen
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, VIC, Australia
| | - Lauren M Ashwood
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
- The University of Queensland, Brisbane, QLD, Australia
| | - Olga Kondrashova
- QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
- The University of Queensland, Brisbane, QLD, Australia
| | - Andreas Strasser
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, The University of Melbourne, Parkville, VIC, Australia.
| | - Gemma Kelly
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, The University of Melbourne, Parkville, VIC, Australia.
| | - Kate D Sutherland
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.
- Department of Medical Biology, The University of Melbourne, Parkville, VIC, Australia.
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Lv M, Li X, Yin Z, Yang H, Zhou B. Comprehensive analysis and validation reveal DEPDC1 as a potential diagnostic biomarker associated with tumor immunity in non-small-cell lung cancer. PLoS One 2024; 19:e0294227. [PMID: 38564630 PMCID: PMC10986975 DOI: 10.1371/journal.pone.0294227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 10/20/2023] [Indexed: 04/04/2024] Open
Abstract
Current evidence suggests that DEP domain containing 1 (DEPDC1) has an important effect on non-small-cell lung cancer (NSCLC). However, the diagnostic value and the regulatory function within NSCLC are largely unclear. This work utilized publicly available databases and in vitro experiments for exploring, DEPDC1 expression, clinical features, diagnostic significance and latent molecular mechanism within NSCLC. According to our results, DEPDC1 was remarkably upregulated in the tissues of NSCLC patients compared with non-carcinoma tissues, linked with gender, stage, T classification and N classification based on TCGA data and associated with smoking status and stage according to GEO datasets. Meanwhile, the summary receiver operating characteristic (sROC) curve analysis result showed that DEPDC1 had a high diagnostic value in NSCLC (AUC = 0.96, 95% CI: 0.94-0.98; diagnostic odds ratio = 99.08, 95%CI: 31.91-307.65; sensitivity = 0.89, 95%CI: 0.81-0.94; specificity = 0.92, 95%CI: 0.86-0.96; positive predictive value = 0.94, 95%CI: 0.89-0.98; negative predictive value = 0.78, 95%CI: 0.67-0.90; positive likelihood ratio = 11.77, 95%CI: 6.11-22.68; and negative likelihood ratio = 0.12, 95%CI: 0.06-0.22). Subsequently, quantitative real-time PCR (qRT-PCR) and western blotting indicated that DEPDC1 was high expressed in NSCLC cells. According to the in vitro MTS and apoptotic assays, downregulated DEPDC1 expression targeting P53 signaling pathway inhibited the proliferation of NSCLC cells while promoting apoptosis of NSCLC cells. Moreover, DEPDC1 was significantly correlated with immune cell infiltrating levels in NSCLC based on TCGA data, which were primarily associated with T cells CD4 memory activated, macrophages M1, B cells memory, mast cells resting, T cells regulatory, monocytes, and T cells CD4 memory resting. Compared with the group with high expression of DEPDC1, the group with low expression level had higher scores for immune checkpoint inhibitors (ICIs) treatment. GSEA confirmed that DEPDC1 was involved in gene expression and tumor-related signaling pathways. Finally, DEPDC1 and its associated immune-related genes were shown to be enriched in 'receptor ligand activity', 'external side of plasma membrane', 'regulation of innate immune response', and 'Epstein-Barr virus infection' pathways. The present study demonstrates that DEPDC1 may contribute to NSCLC tumorigenesis and can be applied as the biomarker for diagnosis and immunology.
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Affiliation(s)
- Meiwen Lv
- Department of Clinical Epidemiology, The First Hospital of China Medical University, Heping District, Shenyang, China
| | - Xuelian Li
- Department of Epidemiology, School of Public Health of China Medical University, Shenyang, China
| | - Zhihua Yin
- Department of Epidemiology, School of Public Health of China Medical University, Shenyang, China
| | - He Yang
- Department of Clinical Epidemiology, The First Hospital of China Medical University, Heping District, Shenyang, China
| | - Baosen Zhou
- Department of Clinical Epidemiology, The First Hospital of China Medical University, Heping District, Shenyang, China
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4
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Wang L, Yu X, Li H, Wang C. A novel immune-related prognostic model with surgical status to predict tumor immune cell infiltration and drug sensitivity in head and neck squamous cell carcinoma. Biochem Biophys Rep 2023; 36:101557. [PMID: 37868302 PMCID: PMC10585349 DOI: 10.1016/j.bbrep.2023.101557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 09/13/2023] [Accepted: 10/10/2023] [Indexed: 10/24/2023] Open
Abstract
Tumor-infiltrating immune cells (TICs) affect tumorigenesis and tumor development in head and neck squamous cell carcinoma (HNSCC). We constructed a novel predictive model for HNSCC based on immune-related genes (IRGs) from The Cancer Genome Atlas and the Immunology Database and Analysis Portal. After identifying the IRGs, a predictive model involving 13 IRGs with high stratification value of overall survival (OS) was constructed by multiple support vector machine recursive feature elimination and least absolute shrinkage and selection operator regression. We explored the relationship between the risk score (RS) and clinical characteristics. The nomogram showed high concordance and good agreement in OS. Four TICs affected the OS and were in agreement with the abundance analysis of the RS levels. Furthermore, the low-risk HNSCC group showed higher expression of PD-1, CTLA4, and TIGIT, while the high-risk group showed higher expression of EGFR. The high-risk HNSCC showed high sensitivity to eight drugs.
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Affiliation(s)
- Lang Wang
- Department of Radiology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan Province, 610041, PR China
| | - Xianchao Yu
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, Sichuan Province, 611731, PR China
| | - Hongwei Li
- Department of Radiology, The Third Hospital of Mianyang, Sichuan Mental Health Center, Mianyang, Sichuan Province, 621000, PR China
| | - Chenglong Wang
- Department of Radiology, West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, Sichuan Province, 610041, PR China
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5
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Chen Y, Yan H, Yan L, Wang X, Che X, Hou K, Yang Y, Li X, Li Y, Zhang Y, Hu X. Hypoxia-induced ALDH3A1 promotes the proliferation of non-small-cell lung cancer by regulating energy metabolism reprogramming. Cell Death Dis 2023; 14:617. [PMID: 37730658 PMCID: PMC10511739 DOI: 10.1038/s41419-023-06142-y] [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: 02/05/2023] [Revised: 08/24/2023] [Accepted: 09/11/2023] [Indexed: 09/22/2023]
Abstract
Aldehyde dehydrogenase 3A1 (ALDH3A1) is an NAD+-dependent enzyme that is closely related to tumor development. However, its role in non-small-cell lung cancer (NSCLC) has not been elucidated. This study aimed to clarify the mechanism of ALDH3A1 and identify potential therapeutic targets for NSCLC. Here, for the first time, we found that ALDH3A1 expression could be induced by a hypoxic environment in NSCLC. ALDH3A1 was highly expressed in NSCLC tissue, especially in some late-stage patients, and was associated with a poor prognosis. In mechanistic terms, ALDH3A1 enhances glycolysis and suppresses oxidative phosphorylation (OXPHOS) to promote cell proliferation by activating the HIF-1α/LDHA pathway in NSCLC. In addition, the results showed that ALDH3A1 was a target of β-elemene. ALDH3A1 can be downregulated by β-elemene to inhibit glycolysis and enhance OXPHOS, thus suppressing NSCLC proliferation in vitro and in vivo. In conclusion, hypoxia-induced ALDH3A1 is related to the energy metabolic status of tumors and the efficacy of β-elemene, providing a new theoretical basis for better clinical applications in NSCLC.
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Affiliation(s)
- Yang Chen
- Department of Respiratory and Infectious Disease of Geriatrics, The First Hospital of China Medical University, 110001, Shenyang, China
- Department of Medical Oncology, Chongqing University Cancer Hospital, Chongqing, China
| | - Hongfei Yan
- Department of Medical Oncology, The First Hospital of China Medical University, 110001, Shenyang, China
- Key laboratory of anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, 110001, Shenyang, China
| | - Lirong Yan
- The First Laboratory of Cancer Institute, The First Hospital of China Medical University, NO.155, North Nanjing Street, Heping District, 110001, Shenyang, China
| | - Ximing Wang
- Department of Respiratory and Infectious Disease of Geriatrics, The First Hospital of China Medical University, 110001, Shenyang, China
| | - Xiaofang Che
- Department of Medical Oncology, The First Hospital of China Medical University, 110001, Shenyang, China
- Key laboratory of anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, 110001, Shenyang, China
- Liaoning Province Clinical Research Center for Cancer, 110001, Shenyang, China
| | - Kezuo Hou
- Department of Medical Oncology, The First Hospital of China Medical University, 110001, Shenyang, China
- Key laboratory of anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, 110001, Shenyang, China
- Liaoning Province Clinical Research Center for Cancer, 110001, Shenyang, China
| | - Yi Yang
- Laboratory Animal Center, China Medical University, 110001, Shenyang, China
| | - Xuena Li
- Department of Nuclear Medicine, The First Hospital of China Medical University, 110001, Shenyang, China
| | - Yaming Li
- Department of Nuclear Medicine, The First Hospital of China Medical University, 110001, Shenyang, China
| | - Ye Zhang
- The First Laboratory of Cancer Institute, The First Hospital of China Medical University, NO.155, North Nanjing Street, Heping District, 110001, Shenyang, China.
| | - Xuejun Hu
- Department of Respiratory and Infectious Disease of Geriatrics, The First Hospital of China Medical University, 110001, Shenyang, China.
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6
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Liu N, Jiang X, Guo L, Zhang C, Jiang M, Sun Z, Zhang Y, Mi W, Li J, Fu Y, Wang F, Zhang L, Zhang Y. Mutant p53 achieved Gain-of-Function by promoting tumor growth and immune escape through PHLPP2/AKT/PD-L1 pathway. Int J Biol Sci 2022; 18:2419-2438. [PMID: 35414774 PMCID: PMC8990467 DOI: 10.7150/ijbs.67200] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 02/24/2022] [Indexed: 11/09/2022] Open
Abstract
The most frequent genetic alterations of the TP53 gene in human cancer were reported. TP53 mutation gains new function as a target of genetic instability, which is associated with increased tumor progression and poor survival rate in patients. In this study, more than three hundred colorectal cancer patients' samples were firstly analyzed, and the results showed that patients with mutant p53 had higher levels of AKT phosphorylation and PD-L1 expression, which were next verified both in cell lines in vitro and patients' samples in vivo. Further studies demonstrated that the hotspot of mutant p53 directly binds to the promoter of PHLPP2 to inhibit its transcription, and resulting in down-regulating its protein expressional level. Subsequently, AKT was released and activated, promoting tumor proliferation and metastasis. In parallel, 4EBP1/eIF4E was identified as downstream executors of AKT to enhance the translational level of PD-L1, which decreased the activation of T cells. Besides, inhibiting AKT/mTOR pathway significantly suppressed PD-L1 expression, tumor growth, and immune escape in p53 mutated cells. In conclusion, mutant p53 achieved its Gain-of-Function by transcriptionally inhibiting PHLPP2 and activating AKT, which suppresses immune response and advances tumor growth. Thus, this study provides an excellent basis for a further understanding of the clinical treatment of neoplastic diseases for patients with mutant p53, with an emphasis on immunotherapy.
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Affiliation(s)
- Nannan Liu
- School of Biomedical Sciences, Hunan University, Changsha, China
| | - Xinxiu Jiang
- School of Biomedical Sciences, Hunan University, Changsha, China
- Department of Laboratory Medicine, the Third Xiangya Hospital, Central South University, Changsha, China
| | - Leiming Guo
- Department of Gastroenterology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Department of R&D, Shanghai Creative Immune Therapeutics Co., Ltd, Shanghai, China
| | - Chuchu Zhang
- School of Biomedical Sciences, Hunan University, Changsha, China
| | - Meimei Jiang
- School of Biomedical Sciences, Hunan University, Changsha, China
| | - Zhuoran Sun
- Department of Laboratory Medicine, the Third Xiangya Hospital, Central South University, Changsha, China
| | - Yizheng Zhang
- School of Biomedical Sciences, Hunan University, Changsha, China
- Department of Gastroenterology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Wunan Mi
- School of Biomedical Sciences, Hunan University, Changsha, China
- Department of Gastroenterology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Jiehan Li
- School of Biomedical Sciences, Hunan University, Changsha, China
- Department of Gastroenterology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Yang Fu
- Department of Gastroenterology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Feng Wang
- Department of Gastroenterology, Huadong Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lingling Zhang
- Department of Laboratory Medicine, the Third Xiangya Hospital, Central South University, Changsha, China
| | - Yingjie Zhang
- School of Biomedical Sciences, Hunan University, Changsha, China
- College of Biology, Hunan University, Changsha, China
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