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Zeng Y, Li Y, Zhang W, Lu H, Lin S, Zhang W, Xia L, Hu H, Song Y, Xu F. Proteome analysis develops novel plasma proteins classifier in predicting the mortality of COVID-19. Cell Prolif 2024; 57:e13617. [PMID: 38403992 PMCID: PMC11216943 DOI: 10.1111/cpr.13617] [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: 11/15/2023] [Revised: 01/31/2024] [Accepted: 02/06/2024] [Indexed: 02/27/2024] Open
Abstract
COVID-19 has been a global concern for 3 years, however, consecutive plasma protein changes in the disease course are currently unclear. Setting the mortality within 28 days of admission as the main clinical outcome, plasma samples were collected from patients in discovery and independent validation groups at different time points during the disease course. The whole patients were divided into death and survival groups according to their clinical outcomes. Proteomics and pathway/network analyses were used to find the differentially expressed proteins and pathways. Then, we used machine learning to develop a protein classifier which can predict the clinical outcomes of the patients with COVID-19 and help identify the high-risk patients. Finally, a classifier including C-reactive protein, extracellular matrix protein 1, insulin-like growth factor-binding protein complex acid labile subunit, E3 ubiquitin-protein ligase HECW1 and phosphatidylcholine-sterol acyltransferase was determined. The prediction value of the model was verified with an independent patient cohort. This novel model can realize early prediction of 28-day mortality of patients with COVID-19, with the area under curve 0.88 in discovery group and 0.80 in validation group, superior to 4C mortality and E-CURB65 scores. In total, this work revealed a potential protein classifier which can assist in predicting the outcomes of COVID-19 patients and providing new diagnostic directions.
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Affiliation(s)
- Yifei Zeng
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Yufan Li
- Shanghai Key Laboratory of Lung Inflammation and Injury, Department of Pulmonary Medicine, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Wanying Zhang
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Huidan Lu
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Siyi Lin
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Wenting Zhang
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Lexin Xia
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Huiqun Hu
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Yuanlin Song
- Shanghai Key Laboratory of Lung Inflammation and Injury, Department of Pulmonary Medicine, Zhongshan HospitalFudan UniversityShanghaiChina
| | - Feng Xu
- Department of Infectious DiseasesSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
- Key Laboratory of Multiple Organ Failure (Zhejiang University)Ministry of EducationHangzhouChina
- Research Center for Life Science and Human HealthBinjiang Institute of Zhejiang UniversityHangzhouChina
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2
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Xu Z, Guo Y, Wang L, Cui J. HECW1 restrains cervical cancer cell growth by promoting DVL1 ubiquitination and downregulating the activation of Wnt/β-catenin signaling. Exp Cell Res 2024; 435:113949. [PMID: 38266865 DOI: 10.1016/j.yexcr.2024.113949] [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: 11/14/2023] [Revised: 01/17/2024] [Accepted: 01/21/2024] [Indexed: 01/26/2024]
Abstract
HECW1 belongs to ubiquitin ligase (E3) HECT family, and is found to be involved in tumorigenesis and tumor progression. However, the function of HECW1 in cervical cancer (CC) remains unknown. Clinical analysis showed that HECW1 is significantly decreased in CC tumor tissues. Ectopic expression of HECW1 suppressed cell growth, promoting cell cycle arrest and apoptosis in CC cells, while downregulation of HECW1 reversed these trends, impeded proliferation and accelerated cell cycle progression of CC cells. Overexpressing of HECW1 reduced mitochondrial membrane potential and the protein expression of voltage-dependent anion channel 1 (VDAC1). In addition, upregulation of HECW1 inhibited nuclear β-catenin accumulation, downregulated β-catenin/TCF/LEF-mediated transcriptional activity and the expression of downstream gene c-Myc, whereas inhibition of HECW1 received opposite results. Further results confirmed HECW1 affects the protein expression of dishevelled-1 (DVL1), a potent activator of Wnt/β-catenin, and inhibition of HECW1 inhibited the ubiquitination of DVL1, upregulating its expression. Inhibition of DVL1 restrained the promotion effect of HECW1 suppression on cell proliferation. In vivo experiments also verified that HECW1 suppression promoted the tumor formation of CC cells. Summary, we demonstrated that HECW1 inhibits CC cell proliferation and tumor formation by downregulating DVL1 induced Wnt/β-catenin signaling pathway activation.
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Affiliation(s)
- Zhen Xu
- Department of Gynecology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China; Henan Gynecological Diseases (Gynecology Oncology) Clinical Research Center, Zhengzhou, Henan, China
| | - Yilin Guo
- Henan Gynecological Diseases (Gynecology Oncology) Clinical Research Center, Zhengzhou, Henan, China
| | - Lu Wang
- Henan Gynecological Diseases (Gynecology Oncology) Clinical Research Center, Zhengzhou, Henan, China
| | - Jinquan Cui
- Department of Gynecology, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
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Lin Y, Gong H, Liu J, Hu Z, Gao M, Yu W, Liu J. HECW1 induces NCOA4-regulated ferroptosis in glioma through the ubiquitination and degradation of ZNF350. Cell Death Dis 2023; 14:794. [PMID: 38049396 PMCID: PMC10695927 DOI: 10.1038/s41419-023-06322-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 11/12/2023] [Accepted: 11/21/2023] [Indexed: 12/06/2023]
Abstract
Tumor suppression by inducing NCOA4-mediated ferroptosis has been shown to be feasible in a variety of tumors, including gliomas. However, the regulatory mechanism of ferroptosis induced by NCOA4 in glioma has not been studied deeply. HECW1 and ZNF350 are involved in the biological processes of many tumors, but their specific effects and mechanisms on glioma are still unclear. In this study, we found that HECW1 decreased the survival rate of glioma cells and enhanced iron accumulation, lipid peroxidation, whereas ZNF350 showed the opposite effect. Mechanistically, HECW1 directly regulated the ubiquitination and degradation of ZNF350, eliminated the transcriptional inhibition of NCOA4 by ZNF350, and ultimately activated NCOA4-mediated iron accumulation, lipid peroxidation, and ferroptosis. We demonstrate that HECW1 induces ferroptosis and highlight the value of HECW1 and ZNF350 in the prognostic evaluation of patients with glioma. We also elucidate the mechanisms underlying the HECW1/ZNF350/NCOA4 axis and its regulation of ferroptosis. Our findings enrich the understanding of ferroptosis and provide potential treatment options for glioma patients.
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Affiliation(s)
- Yuancai Lin
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Hailong Gong
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Jinliang Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Zhiwen Hu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Mingjun Gao
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Wei Yu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China
| | - Jing Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University, 36 Sanhao Road, 110000, Shenyang, China.
- Liaoning Clinical Medical Research Center in Nervous System Disease, 7 Mulan Road, 117000, Benxi, China.
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Erdman VV, Karimov DD, Tuktarova IA, Timasheva YR, Nasibullin TR, Korytina GF. Alu Deletions in LAMA2 and CDH4 Genes Are Key Components of Polygenic Predictors of Longevity. Int J Mol Sci 2022; 23:13492. [PMID: 36362280 PMCID: PMC9657309 DOI: 10.3390/ijms232113492] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/27/2022] [Accepted: 10/31/2022] [Indexed: 10/18/2023] Open
Abstract
Longevity is a unique human phenomenon and a highly stable trait, characterized by polygenicity. The longevity phenotype occurs due to the ability to successfully withstand the age-related genomic instability triggered by Alu elements. The purpose of our cross-sectional study was to evaluate the combined contribution of ACE*Ya5ACE, CDH4*Yb8NBC516, COL13A1*Ya5ac1986, HECW1*Ya5NBC182, LAMA2*Ya5-MLS19, PLAT*TPA25, PKHD1L1*Yb8AC702, SEMA6A*Yb8NBC597, STK38L*Ya5ac2145 and TEAD1*Ya5ac2013 Alu elements to longevity. The study group included 2054 unrelated individuals aged from 18 to 113 years who are ethnic Tatars from Russia. We analyzed the dynamics of the allele and genotype frequencies of the studied Alu polymorphic loci in the age groups of young (18-44 years old), middle-aged (45-59 years old), elderly (60-74 years old), old seniors (75-89 years old) and long-livers (90-113 years old). Most significant changes in allele and genotype frequencies were observed between the long-livers and other groups. The search for polygenic predictors of longevity was performed using the APSampler program. Attaining longevity was associated with the combinations LAMA2*ID + CDH4*D (OR = 2.23, PBonf = 1.90 × 10-2) and CDH4*DD + LAMA2*ID + HECW1*D (OR = 4.58, PBonf = 9.00 × 10-3) among persons aged between 18 and 89 years, LAMA2*ID + CDH4*D + SEMA6A*I for individuals below 75 years of age (OR = 3.13, PBonf = 2.00 × 10-2), LAMA2*ID + HECW1*I for elderly people aged 60 and older (OR = 3.13, PBonf = 2.00 × 10-2) and CDH4*DD + LAMA2*D + HECW1*D (OR = 4.21, PBonf = 2.60 × 10-2) and CDH4*DD + LAMA2*D + ACE*I (OR = 3.68, PBonf = 1.90 × 10-2) among old seniors (75-89 years old). The key elements of combinations associated with longevity were the deletion alleles of CDH4 and LAMA2 genes. Our results point to the significance for human longevity of the Alu polymorphic loci in CDH4, LAMA2, HECW1, SEMA6A and ACE genes, involved in the integration systems.
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Affiliation(s)
- Vera V. Erdman
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
| | - Denis D. Karimov
- Ufa Research Institute of Labor Medicine and Human Ecology, 450106 Ufa, Russia
| | - Ilsia A. Tuktarova
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
| | - Yanina R. Timasheva
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
| | - Timur R. Nasibullin
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
| | - Gulnaz F. Korytina
- Institute of Biochemistry and Genetics, Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, 450054 Ufa, Russia
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Jayaprakash S, Hegde M, BharathwajChetty B, Girisa S, Alqahtani MS, Abbas M, Sethi G, Kunnumakkara AB. Unraveling the Potential Role of NEDD4-like E3 Ligases in Cancer. Int J Mol Sci 2022; 23:ijms232012380. [PMID: 36293239 PMCID: PMC9604169 DOI: 10.3390/ijms232012380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/28/2022] [Accepted: 10/04/2022] [Indexed: 11/06/2022] Open
Abstract
Cancer is a deadly disease worldwide, with an anticipated 19.3 million new cases and 10.0 million deaths occurring in 2020 according to GLOBOCAN 2020. It is well established that carcinogenesis and cancer development are strongly linked to genetic changes and post-translational modifications (PTMs). An important PTM process, ubiquitination, regulates every aspect of cellular activity, and the crucial enzymes in the ubiquitination process are E3 ubiquitin ligases (E3s) that affect substrate specificity and must therefore be carefully regulated. A surfeit of studies suggests that, among the E3 ubiquitin ligases, neuronal precursor cell-expressed developmentally downregulated 4 (NEDD4)/NEDD4-like E3 ligases show key functions in cellular processes by controlling subsequent protein degradation and substrate ubiquitination. In addition, it was demonstrated that NEDD4 mainly acts as an oncogene in various cancers, but also plays a tumor-suppressive role in some cancers. In this review, to comprehend the proper function of NEDD4 in cancer development, we summarize its function, both its tumor-suppressive and oncogenic role, in multiple types of malignancies. Moreover, we briefly explain the role of NEDD4 in carcinogenesis and progression, including cell survival, cell proliferation, autophagy, cell migration, invasion, metastasis, epithelial-mesenchymal transition (EMT), chemoresistance, and multiple signaling pathways. In addition, we briefly explain the significance of NEDD4 as a possible target for cancer treatment. Therefore, we conclude that targeting NEDD4 as a therapeutic method for treating human tumors could be a practical possibility.
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Affiliation(s)
- Sujitha Jayaprakash
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology (IIT) Guwahati, Guwahati 781039, Assam, India
| | - Mangala Hegde
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology (IIT) Guwahati, Guwahati 781039, Assam, India
| | - Bandari BharathwajChetty
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology (IIT) Guwahati, Guwahati 781039, Assam, India
| | - Sosmitha Girisa
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology (IIT) Guwahati, Guwahati 781039, Assam, India
| | - Mohammed S. Alqahtani
- Radiological Sciences Department, College of Applied Medical Sciences, King Khalid University, Abha 61421, Saudi Arabia
- BioImaging Unit, Space Research Centre, Michael Atiyah Building, University of Leicester, Leicester LE1 7RH, UK
| | - Mohamed Abbas
- Electrical Engineering Department, College of Engineering, King Khalid University, Abha 61421, Saudi Arabia
- Electronics and Communications Department, College of Engineering, Delta University for Science and Technology, Gamasa 35712, Egypt
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore
- Correspondence: (G.S.); (A.B.K.)
| | - Ajaikumar B. Kunnumakkara
- Cancer Biology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology (IIT) Guwahati, Guwahati 781039, Assam, India
- Correspondence: (G.S.); (A.B.K.)
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6
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Haouari S, Vourc’h P, Jeanne M, Marouillat S, Veyrat-Durebex C, Lanznaster D, Laumonnier F, Corcia P, Blasco H, Andres CR. The Roles of NEDD4 Subfamily of HECT E3 Ubiquitin Ligases in Neurodevelopment and Neurodegeneration. Int J Mol Sci 2022; 23:ijms23073882. [PMID: 35409239 PMCID: PMC8999422 DOI: 10.3390/ijms23073882] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 02/06/2023] Open
Abstract
The ubiquitin pathway regulates the function of many proteins and controls cellular protein homeostasis. In recent years, it has attracted great interest in neurodevelopmental and neurodegenerative diseases. Here, we have presented the first review on the roles of the 9 proteins of the HECT E3 ligase NEDD4 subfamily in the development and function of neurons in the central nervous system (CNS). We discussed their regulation and their direct or indirect involvement in neurodevelopmental diseases, such as intellectual disability, and neurodegenerative diseases, such as Alzheimer's disease, Parkinson's disease or Amyotrophic Lateral Sclerosis. Further studies on the roles of these proteins, their regulation and their targets in neurons will certainly contribute to a better understanding of neuronal function and dysfunction, and will also provide interesting information for the development of therapeutics targeting them.
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Affiliation(s)
- Shanez Haouari
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
| | - Patrick Vourc’h
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
- CHRU de Tours, Service de Biochimie et Biologie Moléculaire, 37044 Tours, France
- Correspondence: ; Tel.: +33-(0)2-34-37-89-10; Fax: +33-(0)2-47-36-61-85
| | - Médéric Jeanne
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
- CHRU de Tours, Service de Génétique, 37044 Tours, France
| | - Sylviane Marouillat
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
| | - Charlotte Veyrat-Durebex
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
- CHRU de Tours, Service de Biochimie et Biologie Moléculaire, 37044 Tours, France
| | - Débora Lanznaster
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
| | - Frédéric Laumonnier
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
| | - Philippe Corcia
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
- CHRU de Tours, Service de Neurologie, 37044 Tours, France
| | - Hélène Blasco
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
- CHRU de Tours, Service de Biochimie et Biologie Moléculaire, 37044 Tours, France
| | - Christian R. Andres
- UMR 1253, iBrain, Université de Tours, Inserm, 37044 Tours, France; (S.H.); (M.J.); (S.M.); (C.V.-D.); (D.L.); (F.L.); (P.C.); (H.B.); (C.R.A.)
- CHRU de Tours, Service de Biochimie et Biologie Moléculaire, 37044 Tours, France
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Chen S, Zhang E, Jiang L, Wang T, Guo T, Gao F, Zhang N, Wang X, Zheng J. Robust Prediction of Prognosis and Immunotherapeutic Response for Clear Cell Renal Cell Carcinoma Through Deep Learning Algorithm. Front Immunol 2022; 13:798471. [PMID: 35197975 PMCID: PMC8860306 DOI: 10.3389/fimmu.2022.798471] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/17/2022] [Indexed: 12/12/2022] Open
Abstract
It is of great urgency to explore useful prognostic markers and develop a robust prognostic model for patients with clear-cell renal cell carcinoma (ccRCC). Three independent patient cohorts were included in this study. We applied a high-level neural network based on TensorFlow to construct the robust model by using the deep learning algorithm. The deep learning-based model (FB-risk) could perform well in predicting the survival status in the 5-year follow-up, which could also significantly distinguish the patients with high overall survival risk in three independent patient cohorts of ccRCC and a pan-cancer cohort. High FB-risk was found to be partially associated with negative regulation of the immune system. In addition, the novel phenotyping of ccRCC based on the F-box gene family could robustly stratify patients with different survival risks. The different mutation landscapes and immune characteristics were also found among different clusters. Furthermore, the novel phenotyping of ccRCC based on the F-box gene family could perform well in the robust stratification of survival and immune response in ccRCC, which might have potential for application in clinical practices.
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Affiliation(s)
- Siteng Chen
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Encheng Zhang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Liren Jiang
- Department of Pathology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tao Wang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Tuanjie Guo
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Feng Gao
- Department of Pathology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ning Zhang
- Department of Urology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Junhua Zheng, ; Xiang Wang, ; Ning Zhang,
| | - Xiang Wang
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Junhua Zheng, ; Xiang Wang, ; Ning Zhang,
| | - Junhua Zheng
- Department of Urology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- *Correspondence: Junhua Zheng, ; Xiang Wang, ; Ning Zhang,
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