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Liu D, Liu L, Che X, Wu G. Discovery of paradoxical genes: reevaluating the prognostic impact of overexpressed genes in cancer. Front Cell Dev Biol 2025; 13:1525345. [PMID: 39911323 PMCID: PMC11794808 DOI: 10.3389/fcell.2025.1525345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 01/07/2025] [Indexed: 02/07/2025] Open
Abstract
Oncogenes are typically overexpressed in tumor tissues and often linked to poor prognosis. However, recent advancements in bioinformatics have revealed that many highly expressed genes in tumors are associated with better patient outcomes. These genes, which act as tumor suppressors, are referred to as "paradoxical genes." Analyzing The Cancer Genome Atlas (TCGA) confirmed the widespread presence of paradoxical genes, and KEGG analysis revealed their role in regulating tumor metabolism. Mechanistically, discrepancies between gene and protein expression-affected by pre- and post-transcriptional modifications-may drive this phenomenon. Mechanisms like upstream open reading frames and alternative splicing contribute to these inconsistencies. Many paradoxical genes modulate the tumor immune microenvironment, exerting tumor-suppressive effects. Further analysis shows that the stage- and tumor-specific expression of these genes, along with their environmental sensitivity, influence their dual roles in various signaling pathways. These findings highlight the importance of paradoxical genes in resisting tumor progression and maintaining cellular homeostasis, offering new avenues for targeted cancer therapy.
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Affiliation(s)
| | | | - Xiangyu Che
- *Correspondence: Guangzhen Wu, ; Xiangyu Che,
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2
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Zhu H, Li C, Hu F, Wu L, Wu L, Zhou M, Liu W, Dai A. RO4929097 inhibits NICD3 to alleviate pulmonary hypertension via blocking Notch3/HIF-2α/FoxM1 signaling pathway. In Vitro Cell Dev Biol Anim 2025; 61:107-116. [PMID: 39621175 DOI: 10.1007/s11626-024-00976-2] [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: 03/18/2024] [Accepted: 08/04/2024] [Indexed: 02/06/2025]
Abstract
Pulmonary hypertension (PH) is a condition in which the smooth muscle cells (SMCs) in the pulmonary arteries multiply excessively, causing the arteries to narrow. This can ultimately result in right heart failure and premature death. Notch3 is an important factor involved in pulmonary vascular remodeling in PH. RO4929097, as a γ-secretase inhibitor that inhibits Notch3 signaling pathway, may be a potential drug for the treatment of PH, but its feasibility and related mechanism of action need to be further investigated. In vitro modeling by hypoxic incubation of human pulmonary artery SMCs (HPASMCs). RO4929097 and plasmids including overexpression-NICD3 (oe-NICD3) and NICD3 small interfering RNA (siRNA) were used to alter the expression of NICD3, and HIF-2α inhibitor PT-2385 was used to alter the expression of HIF-2α. Western blot, EdU incorporation assay was used to investigate the alteration of NICD3, HIF-2α, FoxM1 protein expression, and cell proliferation. The severity of PH in rats was assessed by measuring the weight ratio of right ventricle (RV) to left ventricle (LV) and septum (S) (RV/[LV + S]) and hematoxylin-eosin (H&E) staining of lung tissues in a hypoxia-induced PH rat model. We first determined that hypoxia induction for 48 h had the strongest induction of NICD3 and Notch3 in HPASMCs, and the strongest inhibition by 10 μM RO4929097. Treatment of HPASMCs under hypoxic conditions with RO4929097 inhibited hypoxia-induced expression of NICD3, HIF-2α, FoxM1, and proliferation of HPASMCs. The inhibitory effect of RO4929097 was reversed after overexpression of NICD3 in HPASMCs. Further, we found that PT-2385 reversed the promotional effect of overexpression of NICD3 on the proliferation of HPASMCs. In vivo experiments, hypoxia-induced PH rats treated with RO4929097 showed a reduction in right ventricular hypertrophy index (RVHI) and a return to normal pulmonary artery morphology, indicating a reduction in the severity of PH. Our data suggest that RO4929097 regulates the Notch3/HIF-2α/FoxM1 signaling pathway by inhibiting the expression of NICD3, thereby inhibiting hypoxia-induced proliferation of HPASMCs. In vivo experiments also confirmed that RO4929097 could alleviate PH as a potential therapeutic strategy.
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Affiliation(s)
- Hao Zhu
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China
| | - Cheng Li
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China
| | - Fang Hu
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China
| | - Lifu Wu
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China
| | - Ling Wu
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China
| | - Meihua Zhou
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China
| | - Wei Liu
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China.
| | - Aiguo Dai
- Department of Respiratory and Critical Care Medicine, Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal University, Changsha, 410016, Hunan, China.
- Department of Respiratory Diseases, Medical School, Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China.
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Yang KF, Zhang JY, Feng M, Yao K, Liu YY, Zhou MS, Jia H. Secretase promotes AD progression: simultaneously cleave Notch and APP. Front Aging Neurosci 2024; 16:1445470. [PMID: 39634655 PMCID: PMC11615878 DOI: 10.3389/fnagi.2024.1445470] [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: 07/10/2024] [Accepted: 10/31/2024] [Indexed: 12/07/2024] Open
Abstract
Alzheimer's disease (AD) involves complex pathological mechanisms. Secretases include membrane protein extracellular structural domain proteases and intramembrane proteases that cleave the topology to type I or type II. Secretases can effectively regulate the activation of Notch and amyloid precursor protein (APP), key factors in the progression of AD and cancer. This article systematically summarizes the intracellular localization, cleavage sites and products, and biological functions of six subtypes of secretases (α-secretase, β-secretase, γ-secretase, δ-secretase, ε-secretase, and η-secretase), and for the first time, elucidates the commonalities and differences between these subtypes of secretases. We found that each subtype of secretase primarily cleaves APP and Notch as substrates, regulating Aβ levels through APP cleavage to impact the progression of AD, while also cleaving Notch receptors to affect cancer progression. Finally, we review the chemical structures, indications, and research stages of various secretase inhibitors, emphasizing the promising development of secretase inhibitors in the fields of cancer and AD.
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Affiliation(s)
- Ke-Fan Yang
- Department of Pathology and Pathophysiology, School of Basic Medical Sciences, Shenyang Medical College, Shenyang, China
| | - Jing-Yi Zhang
- Department of Pharmacy, General Hospital of Northern Theater Command, Shenyang, Liaoning, China
| | - Mei Feng
- Department of Pathology and Pathophysiology, School of Basic Medical Sciences, Shenyang Medical College, Shenyang, China
| | - Kuo Yao
- Department of Pathology and Pathophysiology, School of Basic Medical Sciences, Shenyang Medical College, Shenyang, China
| | - Yue-Yang Liu
- Science and Experimental Research Center of Shenyang Medical College, Shenyang, Liaoning, China
| | - Ming-Sheng Zhou
- Science and Experimental Research Center of Shenyang Medical College, Shenyang, Liaoning, China
| | - Hui Jia
- Science and Experimental Research Center of Shenyang Medical College, Shenyang, Liaoning, China
- School of Traditional Chinese Medicine, Shenyang Medical College, Shenyang, Liaoning, China
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Ren Y, Xu YP, Fan XY, Murtaza B, Wang YN, Li Z, Javed MT, Wang ZH, Li Q. Transcriptome analysis reveals key transcription factors and pathways of polian vesicle associated with cell proliferation in Vibrio splendidus-challenged Apostichopus japonicus. COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY. PART D, GENOMICS & PROTEOMICS 2023; 46:101082. [PMID: 37146451 DOI: 10.1016/j.cbd.2023.101082] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 04/17/2023] [Accepted: 04/20/2023] [Indexed: 05/07/2023]
Abstract
Polian vesicle is thought to produce coelomocytes and contribute to the sea cucumber's immune system. Our previous work has indicated that polian vesicle was responsible for cell proliferation at 72 h post pathogenic challenge. However, the transcription factors related to the activation of effector factors and the molecular process behind this remained unknown. In this study, to reveal the early functions of polian vesicle in response to the microbe, a comparative transcriptome sequencing of polian vesicle in V. splendidus-challenged Apostichopus japonicus, including normal group (PV 0 h), pathogen challenging for 6 h (PV 6 h) and 12 h (PV 12 h) was performed. Compared PV 0 h to PV 6 h, PV 0 h to PV 12 h, and PV 6 h to PV 12 h, we found 69, 211, and 175 differentially expressed genes (DEGs), respectively. KEGG enrichment analysis revealed the DEGs, including several transcription factors such as fos, FOS-FOX, ATF2, egr1, KLF2, and Notch3 between PV 6 h and PV 12 h were consistently enriched in MAPK, Apelin and Notch3 signaling pathways related to cell proliferation compared with that in PV 0 h. Important DEGs involved in cell growth were chosen, and their expression patterns were almost the same as the transcriptome profile analysis by qPCR. Protein interaction network analysis indicated that two DEGs of fos and egr1 were probably significant as key candidate genes controlling cell proliferation and differentiation in polian vesicle after pathogenic infection in A. japonicus. Overall, our analysis demonstrates that polian vesicles may play an essential role in regulating proliferation via transcription factors-mediated signaling pathway in A. japonicus and provide new insights into hematopoietic modulation of polian vesicles in response to pathogen infection.
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Affiliation(s)
- Yuan Ren
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China; College of Marine and Bioengineering, Yancheng Institute of Technology, Yancheng 224051, China
| | - Yong-Ping Xu
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
| | - Xu-Yuan Fan
- College of Marine and Bioengineering, Yancheng Institute of Technology, Yancheng 224051, China
| | - Bilal Murtaza
- School of Bioengineering, Dalian University of Technology, Dalian 116024, China
| | - Yi-Nan Wang
- College of Marine and Bioengineering, Yancheng Institute of Technology, Yancheng 224051, China
| | - Zhen Li
- College of Marine and Bioengineering, Yancheng Institute of Technology, Yancheng 224051, China
| | - Muhammad Tariq Javed
- Faculty of Veterinary Science, University of Agriculture, Faisalabad 38040, Pakistan
| | - Zhen-Hui Wang
- College of Marine and Bioengineering, Yancheng Institute of Technology, Yancheng 224051, China.
| | - Qiang Li
- College of Marine and Bioengineering, Yancheng Institute of Technology, Yancheng 224051, China.
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Li Z, Xiao J, Liu M, Cui J, Lian B, Sun Y, Li C. Notch3 regulates ferroptosis via ROS-induced lipid peroxidation in NSCLC cells. FEBS Open Bio 2022; 12:1197-1205. [PMID: 35258176 PMCID: PMC9157401 DOI: 10.1002/2211-5463.13393] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 01/30/2022] [Accepted: 03/07/2022] [Indexed: 11/10/2022] Open
Abstract
Ferroptosis is type of programmed cell death (PCD), which is known to be involved in certain cancers. Notch3 signaling is reported to be involved in the tumorigenesis of non-small cell lung cancer (NSCLC) and regulates iron metabolism, lipid synthesis and oxidative stress in some tissues. However, whether Notch3 signaling regulates ferroptosis is unclear. In this study, we found that ferroptosis inhibitors, ferrostatin-1 and liproxstatin-1, protected against cell death induced by Notch3 knockdown and that Notch3 knockdown initiated ferroptosis in NSCLC cells by increasing reactive oxygen species (ROS) levels, lipid peroxidation, and Fe2+ levels, accompanied by downregulation of glutathione4 (GPX4) and peroxiredoxin6 (PRDX6). Conversely, Notch3 intracellular domain (NICD3) overexpression suppressed erastin-induced ferroptosis, which was synergistically enhanced by MJ33 in H1299 cells via a decrease in ROS levels and lipid peroxidation, accompanied by upregulation of GPX4 and PRDX6. Moreover, Notch3 knockdown decreased tumorigenesis in vivo with downregulation of GPX4 and PRDX6. In summary, here we have identified Notch3 as a potential negative regulator of ferroptosis in NSCLC.
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Affiliation(s)
- Zhikang Li
- Department of Pharmaceutical science, China Medical University, The Queen's University of Belfast Joint College, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
| | - JinYang Xiao
- School of life sciences, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
| | - Mengyu Liu
- School of life sciences, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
| | - Jiaqi Cui
- School of life sciences, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
| | - Bowen Lian
- School of life sciences, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
| | - Yuanlu Sun
- Department of Pharmaceutical science, China Medical University, The Queen's University of Belfast Joint College, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
| | - Chunyan Li
- Science Experiment Center, China Medical University, No.77 Puhe Road, Shenyang North New Area, Shenyang, Liaoning Province, P.R. China, 110122
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Davis L, Recktenwald M, Hutt E, Fuller S, Briggs M, Goel A, Daringer N. Targeting HIF-2α in the Tumor Microenvironment: Redefining the Role of HIF-2α for Solid Cancer Therapy. Cancers (Basel) 2022; 14:1259. [PMID: 35267567 PMCID: PMC8909461 DOI: 10.3390/cancers14051259] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 02/26/2022] [Accepted: 02/26/2022] [Indexed: 02/06/2023] Open
Abstract
Inadequate oxygen supply, or hypoxia, is characteristic of the tumor microenvironment and correlates with poor prognosis and therapeutic resistance. Hypoxia leads to the activation of the hypoxia-inducible factor (HIF) signaling pathway and stabilization of the HIF-α subunit, driving tumor progression. The homologous alpha subunits, HIF-1α and HIF-2α, are responsible for mediating the transcription of a multitude of critical proteins that control proliferation, angiogenic signaling, metastasis, and other oncogenic factors, both differentially and sequentially regulating the hypoxic response. Post-translational modifications of HIF play a central role in its behavior as a mediator of transcription, as well as the temporal transition from HIF-1α to HIF-2α that occurs in response to chronic hypoxia. While it is evident that HIF-α is highly dynamic, HIF-2α remains vastly under-considered. HIF-2α can intensify the behaviors of the most aggressive tumors by adapting the cell to oxidative stress, thereby promoting metastasis, tissue remodeling, angiogenesis, and upregulating cancer stem cell factors. The structure, function, hypoxic response, spatiotemporal dynamics, and roles in the progression and persistence of cancer of this HIF-2α molecule and its EPAS1 gene are highlighted in this review, alongside a discussion of current therapeutics and future directions.
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Affiliation(s)
- Leah Davis
- Department of Biomedical Engineering, Rowan University, 201 Mullica Hill Rd, Glassboro, NJ 08028, USA
| | - Matthias Recktenwald
- Department of Biomedical Engineering, Rowan University, 201 Mullica Hill Rd, Glassboro, NJ 08028, USA
| | - Evan Hutt
- Department of Biomedical Engineering, Rowan University, 201 Mullica Hill Rd, Glassboro, NJ 08028, USA
| | - Schuyler Fuller
- Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA
| | - Madison Briggs
- Department of Biomedical Engineering, Rowan University, 201 Mullica Hill Rd, Glassboro, NJ 08028, USA
| | - Arnav Goel
- Department of Biomedical Engineering, Rowan University, 201 Mullica Hill Rd, Glassboro, NJ 08028, USA
| | - Nichole Daringer
- Department of Biomedical Engineering, Rowan University, 201 Mullica Hill Rd, Glassboro, NJ 08028, USA
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Brisset M, Grandin M, Bernet A, Mehlen P, Hollande F. Dependence receptors: new targets for cancer therapy. EMBO Mol Med 2021; 13:e14495. [PMID: 34542930 PMCID: PMC8573599 DOI: 10.15252/emmm.202114495] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/11/2021] [Accepted: 08/11/2021] [Indexed: 12/22/2022] Open
Abstract
Dependence receptors are known to promote survival and positive signaling such as proliferation, migration, and differentiation when activated, but to actively trigger apoptosis when unbound to their ligand. Their abnormal regulation was shown to be an important feature of tumorigenesis, allowing cancer cells to escape apoptosis triggered by these receptors while promoting in parallel major aspects of tumorigenesis such as proliferation, angiogenesis, invasiveness, and chemoresistance. This involvement in multiple cancer hallmarks has raised interest in dependence receptors as targets for cancer therapy. Although additional studies remain necessary to fully understand the complexity of signaling pathways activated by these receptors and to target them efficiently, it is now clear that dependence receptors represent very exciting targets for future cancer treatment. This manuscript reviews current knowledge on the contribution of dependence receptors to cancer and highlights the potential for therapies that activate pro-apoptotic functions of these proteins.
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Affiliation(s)
- Morgan Brisset
- Department of Clinical Pathology, Victorian Comprehensive Cancer CentreThe University of MelbourneMelbourneVic.Australia
- University of Melbourne Centre for Cancer ResearchVictorian Comprehensive Cancer CentreMelbourneVic.Australia
| | - Mélodie Grandin
- Department of Clinical Pathology, Victorian Comprehensive Cancer CentreThe University of MelbourneMelbourneVic.Australia
- University of Melbourne Centre for Cancer ResearchVictorian Comprehensive Cancer CentreMelbourneVic.Australia
| | - Agnès Bernet
- Apoptosis, Cancer and Development LaboratoryCentre de Recherche en Cancérologie de Lyon, INSERM U1052‐CNRS UMR5286Centre Léon BérardUniversité de LyonLyonFrance
| | - Patrick Mehlen
- Apoptosis, Cancer and Development LaboratoryCentre de Recherche en Cancérologie de Lyon, INSERM U1052‐CNRS UMR5286Centre Léon BérardUniversité de LyonLyonFrance
| | - Frédéric Hollande
- Department of Clinical Pathology, Victorian Comprehensive Cancer CentreThe University of MelbourneMelbourneVic.Australia
- University of Melbourne Centre for Cancer ResearchVictorian Comprehensive Cancer CentreMelbourneVic.Australia
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Zhan C, Wang Z, Xu C, Huang X, Su J, Chen B, Wang M, Qi Z, Bai P. Development and Validation of a Prognostic Gene Signature in Clear Cell Renal Cell Carcinoma. Front Mol Biosci 2021; 8:609865. [PMID: 33968978 PMCID: PMC8098777 DOI: 10.3389/fmolb.2021.609865] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 01/19/2021] [Indexed: 12/14/2022] Open
Abstract
Clear cell renal cell carcinoma (ccRCC), one of the most common urologic cancer types, has a relatively good prognosis. However, clinical diagnoses are mostly done during the medium or late stages, when mortality and recurrence rates are quite high. Therefore, it is important to perform real-time information tracking and dynamic prognosis analysis for these patients. We downloaded the RNA-seq data and corresponding clinical information of ccRCC from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. A total of 3,238 differentially expressed genes were identified between normal and ccRCC tissues. Through a series of Weighted Gene Co-expression Network, overall survival, immunohistochemical and the least absolute shrinkage selection operator (LASSO) analyses, seven prognosis-associated genes (AURKB, FOXM1, PTTG1, TOP2A, TACC3, CCNA2, and MELK) were screened. Their risk score signature was then constructed. Survival analysis showed that high-risk scores exhibited significantly worse overall survival outcomes than low-risk patients. Accuracy of this prognostic signature was confirmed by the receiver operating characteristic curve and was further validated using another cohort. Gene set enrichment analysis showed that some cancer-associated phenotypes were significantly prevalent in the high-risk group. Overall, these findings prove that this risk model can potentially improve individualized diagnostic and therapeutic strategies.
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Affiliation(s)
| | - Zichu Wang
- Zhongshan Hospital, Xiamen University, Xiamen, China
| | - Chao Xu
- Shaoxing people's Hospital, Shaoxing, China
| | - Xiao Huang
- Nanchang Five Elements Bio-Technology Co., Ltd, Nanchang, China
| | - Junzhou Su
- Zhongshan Hospital, Xiamen University, Xiamen, China
| | - Bisheng Chen
- Zhongshan Hospital, Xiamen University, Xiamen, China
| | - Mingshan Wang
- Zhongshan Hospital, Xiamen University, Xiamen, China
| | - Zhihong Qi
- Zhongshan Hospital, Xiamen University, Xiamen, China
| | - Peiming Bai
- Zhongshan Hospital, Xiamen University, Xiamen, China
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