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Cai H, Shen J, Peng W, Zhang X, Wen T. Identification of SOX9-related prognostic DEGs and a prediction model for hepatitis C-induced early-stage fibrosis. Gene 2025; 937:149133. [PMID: 39622395 DOI: 10.1016/j.gene.2024.149133] [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: 08/29/2024] [Revised: 11/24/2024] [Accepted: 11/27/2024] [Indexed: 12/06/2024]
Abstract
BACKGROUND Hepatitis C virus (HCV) infection induces liver inflammation, activating hepatic stellate cells (HSC) and advancing fibrosis. Studies have indicated that SOX9 overexpression is closely linked to HSC activation. The study aims to identify genes associated with SOX9 and search for potential targets for detecting and treating liver fibrosis. METHOD The dataset GSE15654, containing 216 biopsy samples from HCV-induced early-stage cirrhosis patients, was obtained from the GEO database. Prognostic genes were identified through differential gene analysis, LASSO, and Cox regression analyses. CIBERSORT analysis quantified infiltration levels across 22 immune cell types. Constructing a prognostic prediction model using screened genes and conducting preliminary validation using qRT PCR and RNA sequencing techniques. RESULTS Elevated SOX9 expression correlates with unfavorable outcomes in patients with early-stage liver fibrosis induced by HCV. We identified nine SOX9-related prognostic DEGs in our study. ADAMTS2, ARHGEF5, CCT8, ERG, LBH, FRMD6, INMT, and RASGRF2 were considered risk factors in the disease progression, while DHRS4 was considered a protective factor. SOX9 expression showed a positive correlation with mast cell infiltration, whereas ARHGEF5 and FRMD6 expressions were positively associated with M0 macrophage infiltration. Our combined model surpasses the commonly used APRI and FIB4 indicators in predicting patient prognosis. The testing of clinical samples also preliminarily validated our research results. CONCLUSION The prognostic model based on nine SOX9-related DEGs provides an effective tool for forecasting the progression and outcomes of liver fibrosis. This study introduces a new strategy for advancing liver fibrosis prediction and treatment.
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Affiliation(s)
- Haozheng Cai
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Si Chuan University, Chengdu, China
| | - Junyi Shen
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Si Chuan University, Chengdu, China
| | - Wei Peng
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Si Chuan University, Chengdu, China
| | - Xiaoyun Zhang
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Si Chuan University, Chengdu, China
| | - Tianfu Wen
- Division of Liver Surgery, Department of General Surgery, West China Hospital, Si Chuan University, Chengdu, China.
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2
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Zhao Y, Xiang Q, Tian S, Wu Z, Lin J, Wang L, Sun Z, Li W. Noncoding RNA as a crucial epigenetic modulator in the degeneration of the ligamentum flavum. Exp Mol Med 2024; 56:2551-2558. [PMID: 39617784 DOI: 10.1038/s12276-024-01348-2] [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: 04/26/2024] [Revised: 08/19/2024] [Accepted: 08/30/2024] [Indexed: 12/28/2024] Open
Abstract
Ligamentum flavum degeneration, including hypertrophy and ossification of the ligamentum flavum, leads to degenerative spinal stenosis in older adults. However, the underlying mechanisms of ligamentum flavum degeneration remain unclear, and therapeutic strategies are limited. Noncoding RNAs include microRNAs, circular RNAs, and long noncoding RNAs. As important epigenetic modifications, noncoding RNAs are involved in the progression of several age-related diseases, including ligamentum flavum degeneration. Previous studies have shown that noncoding RNAs can regulate the osteogenic differentiation and fibrosis of ligamentum flavum cells by regulating the expression of related genes. In this review, we discuss noncoding RNAs and their role in ligamentum flavum degeneration.
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Affiliation(s)
- Yongzhao Zhao
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Qian Xiang
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Shuo Tian
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Zhenquan Wu
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Jialiang Lin
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Longjie Wang
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Zhuoran Sun
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China
| | - Weishi Li
- Department of Orthopaedics, Peking University Third Hospital, Beijing, China.
- Beijing Key Laboratory of Spinal Disease Research, Beijing, China.
- Engineering Research Center of Bone and Joint Precision Medicine, Ministry of Education, Beijing, China.
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3
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Passi G, Lieberman S, Zahdeh F, Murik O, Renbaum P, Beeri R, Linial M, May D, Levy-Lahad E, Schneidman-Duhovny D. Discovering predisposing genes for hereditary breast cancer using deep learning. Brief Bioinform 2024; 25:bbae346. [PMID: 39038933 PMCID: PMC11262808 DOI: 10.1093/bib/bbae346] [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: 01/16/2024] [Revised: 04/18/2024] [Accepted: 07/04/2024] [Indexed: 07/24/2024] Open
Abstract
Breast cancer (BC) is the most common malignancy affecting Western women today. It is estimated that as many as 10% of BC cases can be attributed to germline variants. However, the genetic basis of the majority of familial BC cases has yet to be identified. Discovering predisposing genes contributing to familial BC is challenging due to their presumed rarity, low penetrance, and complex biological mechanisms. Here, we focused on an analysis of rare missense variants in a cohort of 12 families of Middle Eastern origins characterized by a high incidence of BC cases. We devised a novel, high-throughput, variant analysis pipeline adapted for family studies, which aims to analyze variants at the protein level by employing state-of-the-art machine learning models and three-dimensional protein structural analysis. Using our pipeline, we analyzed 1218 rare missense variants that are shared between affected family members and classified 80 genes as candidate pathogenic. Among these genes, we found significant functional enrichment in peroxisomal and mitochondrial biological pathways which segregated across seven families in the study and covered diverse ethnic groups. We present multiple evidence that peroxisomal and mitochondrial pathways play an important, yet underappreciated, role in both germline BC predisposition and BC survival.
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Affiliation(s)
- Gal Passi
- The Rachel and Selim Benin School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Sari Lieberman
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
- Faculty of Medicine, The Hebrew University of Jerusalem, Ein Kerem PO Box 12271 Jerusalem 9112102, Israel
| | - Fouad Zahdeh
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
| | - Omer Murik
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
| | - Paul Renbaum
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
| | - Rachel Beeri
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
| | - Michal Linial
- Department of Biological Chemistry, Institute of Life Sciences, The Hebrew University of Jerusalem, Edmond J. Safra Campus, Givat Ram, Jerusalem 91904, Israel
| | - Dalit May
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
- Clalit Health Services, Jerusalem, Israel
| | - Ephrat Levy-Lahad
- The Fuld Family Medical Genetics Institute, Shaare Zedek Medical Center 12 Bayit St., Jerusalem 9103101, Israel
- The Eisenberg R&D Authority, Shaare Zedek Medical Center, 12 Bayit St., Jerusalem 9103101, Israel
- Faculty of Medicine, The Hebrew University of Jerusalem, Ein Kerem PO Box 12271 Jerusalem 9112102, Israel
| | - Dina Schneidman-Duhovny
- The Rachel and Selim Benin School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
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Xiao L, Zhang Y, Luo Q, Guo C, Chen Z, Lai C. DHRS4-AS1 regulate gastric cancer apoptosis and cell proliferation by destabilizing DHX9 and inhibited the association between DHX9 and ILF3. Cancer Cell Int 2023; 23:304. [PMID: 38041141 PMCID: PMC10693172 DOI: 10.1186/s12935-023-03151-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 11/18/2023] [Indexed: 12/03/2023] Open
Abstract
Gastric cancer (GC) causes millions of cancer-related deaths due to anti-apoptosis and rapid proliferation. However, the molecular mechanisms underlying GC cell proliferation and anti-apoptosis remain unclear. The expression levels of DHRS4-AS1 in GC were analyzed based on GEO database and recruited GC patients in our institution. We found that DHRS4-AS1 was significantly downregulated in GC. The expression of DHRS4-AS1 in GC tissues showed a significant correlation with tumor size, advanced pathological stage, and vascular invasion. Moreover, DHRS4-AS1 levels in GC tissues were significantly associated with prognosis. DHRS4-AS1 markedly inhibited GC cell proliferation and promotes apoptosis in vitro and in vivo assays. Mechanically, We found that DHRS4-AS1 bound to pro-oncogenic DHX9 (DExH-box helicase 9) and recruit the E3 ligase MDM2 that contributed to DHX9 degradation. We also confirmed that DHRS4-AS1 inhibited DHX9-mediated cell proliferation and promotes apoptosis. Furthermore, we found DHX9 interact with ILF3 (Interleukin enhancer Binding Factor 3) and activate NF-kB Signaling in a ILF3-dependent Manner. Moreover, DHRS4-AS1 can also inhibit the association between DHX9 and ILF3 thereby interfered the activation of the signaling pathway. Our results reveal new insights into mechanisms underlying GC progression and indicate that LncRNA DHRS4-AS1 could be a future therapeutic target and a biomarker for GC diagnosis.
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Affiliation(s)
- Lei Xiao
- Department of General Surgery, Xiangya Hospital of Central South University, Xiangya Road No. 87, Kaifu District, Changsha, 410000, Hunan Province, China
- Hunan Key Laboratory of Precise Diagnosis and Treatment of Gastrointestinal Tumors, Xiangya Hospital of Central South University, Changsha, 410000, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Yang Zhang
- Department of General Surgery, Xiangya Hospital of Central South University, Xiangya Road No. 87, Kaifu District, Changsha, 410000, Hunan Province, China
- Hunan Key Laboratory of Precise Diagnosis and Treatment of Gastrointestinal Tumors, Xiangya Hospital of Central South University, Changsha, 410000, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Qingqing Luo
- Department of Oncology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, 410000, Hunan Province, China
| | - Cao Guo
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Zihua Chen
- Department of General Surgery, Xiangya Hospital of Central South University, Xiangya Road No. 87, Kaifu District, Changsha, 410000, Hunan Province, China
- Hunan Key Laboratory of Precise Diagnosis and Treatment of Gastrointestinal Tumors, Xiangya Hospital of Central South University, Changsha, 410000, Hunan Province, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Chen Lai
- Department of General Surgery, Xiangya Hospital of Central South University, Xiangya Road No. 87, Kaifu District, Changsha, 410000, Hunan Province, China.
- Hunan Key Laboratory of Precise Diagnosis and Treatment of Gastrointestinal Tumors, Xiangya Hospital of Central South University, Changsha, 410000, Hunan Province, China.
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China.
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Zmarzły N, Januszyk S, Mieszczański P, Czarniecka J, Bednarska-Czerwińska A, Boroń D, Oplawski M, Grabarek BO. The influence of selected microRNAs on the expression profile of genes and proteins related to the tumor necrosis factor-alpha signaling pathways in endometrioid endometrial cancer. J Cancer Res Clin Oncol 2023; 149:9679-9689. [PMID: 37233761 PMCID: PMC10423110 DOI: 10.1007/s00432-023-04863-3] [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: 02/21/2023] [Accepted: 05/16/2023] [Indexed: 05/27/2023]
Abstract
PURPOSE Tumor necrosis factor exerts many adverse biological effects, from cell proliferation to cell death. Accurate diagnosis and treatment are therefore difficult due to many factors influencing tumor necrosis factor-alpha (TNF-α) signaling, including microRNAs (miRNAs), especially in tumors. The aim of the study was to determine the influence of miRNAs on the expression profile of genes and proteins related to TNF-α signaling in endometrial cancer. METHODS The material consisted of 45 endometrioid endometrial cancer and 45 normal endometrium tissue samples. Gene expression was determined with microarrays and then validated for TNF-α, tumor necrosis factor receptor 1 (TNFR1) and 2 (TNFR2), caveolin 1 (CAV1), nuclear factor kappa B subunit 1 (NFKB1), and TGF-beta activated kinase 1 (MAP3K7)-binding protein 2 (TAB2) using real-time quantitative reverse transcription reaction (RT-qPCR). The protein concentration was assessed by enzyme-linked immunosorbent assay (ELISA). In addition, differentiating miRNAs were identified using miRNA microarrays and their relationships with TNF-α signaling genes were evaluated using the mirDIP tool. RESULTS TNF-α, TNFR1, TNFR2, CAV1, NFKB1, and TAB2 were upregulated both on the mRNA and protein levels. The decrease in the activity of miR-1207-5p, miR-1910-3p, and miR-940 may be related to CAV1 overexpression. Similarly for miR-572 and NFKB1 as well as miR-939-5p and TNF-α. In turn, miR-3178 may partially inhibit TNFR1 activity up to grade 2 cancer. CONCLUSION TNF-α signaling, especially the TNF-α/NF-κB axis, is disrupted in endometrial cancer and worsens with disease progression. The observed changes may be the result of miRNAs' activity in the initial stage of endometrial cancer and its gradual loss in later grades.
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Affiliation(s)
- Nikola Zmarzły
- Department of Histology, Cytophysiology and Embryology, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland.
- Department of Gynecology and Obstetrics, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland.
| | | | - Paweł Mieszczański
- Hospital of Ministry of Interior and Administration, 40-052, Katowice, Poland
| | - Justyna Czarniecka
- Department of Histology, Cytophysiology and Embryology, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland
| | - Anna Bednarska-Czerwińska
- Department of Histology, Cytophysiology and Embryology, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland
- Gyncentrum, Laboratory of Molecular Biology and Virology, 40-851, Katowice, Poland
- American Medical Clinic, 40-600, Katowice, Poland
| | - Dariusz Boroń
- Department of Histology, Cytophysiology and Embryology, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland
- Department of Gynecology and Obstetrics, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland
- Department of Gynecology and Obstetrics with Gynecologic Oncology, Ludwik Rydygier Memorial Specialized Hospital, 31-826, Kraków, Poland
- Department of Gynecology and Obstetrics, TOMMED Specjalisci od Zdrowia, 40-662, Katowice, Poland
| | - Marcin Oplawski
- Department of Gynecology and Obstetrics with Gynecologic Oncology, Ludwik Rydygier Memorial Specialized Hospital, 31-826, Kraków, Poland
- Department of Gynecology and Obstetrics, Faculty of Medicine and Health Sciences, Andrzej Frycz Modrzewski University in Cracow, 30-705, Cracow, Poland
| | - Beniamin Oskar Grabarek
- Department of Histology, Cytophysiology and Embryology, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland
- Department of Gynecology and Obstetrics, Faculty of Medicine in Zabrze, Academy of Silesia in Katowice, 41-800, Zabrze, Poland
- Gyncentrum, Laboratory of Molecular Biology and Virology, 40-851, Katowice, Poland
- Department of Gynecology and Obstetrics with Gynecologic Oncology, Ludwik Rydygier Memorial Specialized Hospital, 31-826, Kraków, Poland
- Department of Gynecology and Obstetrics, TOMMED Specjalisci od Zdrowia, 40-662, Katowice, Poland
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Li Z, Tan Y, Li X, Quan J, Bode AM, Cao Y, Luo X. DHRS2 inhibits cell growth and metastasis in ovarian cancer by downregulation of CHKα to disrupt choline metabolism. Cell Death Dis 2022; 13:845. [PMID: 36192391 PMCID: PMC9530226 DOI: 10.1038/s41419-022-05291-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 09/20/2022] [Accepted: 09/22/2022] [Indexed: 01/23/2023]
Abstract
The short-chain dehydrogenase/reductase (SDR) superfamily has essential roles in lipid metabolism and redox sensing. In recent years, accumulating evidence highlights the emerging association between SDR family enzymes and cancer. Dehydrogenase/reductase member 2(DHRS2) belongs to the NADH/NADPH-dependent SDR family, and extensively participates in the regulation of the proliferation, migration, and chemoresistance of cancer cells. However, the underlying mechanism has not been well defined. In the present study, we have demonstrated that DHRS2 inhibits the growth and metastasis of ovarian cancer (OC) cells in vitro and in vivo. Mechanistically, the combination of transcriptome and metabolome reveals an interruption of choline metabolism by DHRS2. DHRS2 post-transcriptionally downregulates choline kinase α (CHKα) to inhibit AKT signaling activation and reduce phosphorylcholine (PC)/glycerophosphorylcholine (GPC) ratio, impeding choline metabolism reprogramming in OC. These actions mainly account for the tumor-suppressive role of DHRS2 in OC. Overall, our findings establish the mechanistic connection among metabolic enzymes, metabolites, and the malignant phenotype of cancer cells. This could result in further development of novel pharmacological tools against OC by the induction of DHRS2 to disrupt the choline metabolic pathway.
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Affiliation(s)
- Zhenzhen Li
- grid.216417.70000 0001 0379 7164Key Laboratory of Carcinogenesis and Invasion, Chinese Ministry of Education, Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan 410078 PR China ,grid.216417.70000 0001 0379 7164Cancer Research Institute, School of Basic Medicine, Central South University, Changsha, Hunan 410078 PR China
| | - Yue Tan
- grid.412017.10000 0001 0266 8918Hengyang Medical College, University of South China, Hengyang, 421001 Hunan PR China
| | - Xiang Li
- grid.216417.70000 0001 0379 7164Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan 410078 PR China
| | - Jing Quan
- grid.216417.70000 0001 0379 7164Key Laboratory of Carcinogenesis and Invasion, Chinese Ministry of Education, Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan 410078 PR China ,grid.216417.70000 0001 0379 7164Cancer Research Institute, School of Basic Medicine, Central South University, Changsha, Hunan 410078 PR China
| | - Ann M. Bode
- grid.17635.360000000419368657The Hormel Institute, University of Minnesota, Austin, MN 55912 USA
| | - Ya Cao
- grid.216417.70000 0001 0379 7164Key Laboratory of Carcinogenesis and Invasion, Chinese Ministry of Education, Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan 410078 PR China ,grid.216417.70000 0001 0379 7164Cancer Research Institute, School of Basic Medicine, Central South University, Changsha, Hunan 410078 PR China ,grid.216417.70000 0001 0379 7164Molecular Imaging Research Center of Central South University, Changsha, Hunan 410078 China
| | - Xiangjian Luo
- grid.216417.70000 0001 0379 7164Key Laboratory of Carcinogenesis and Invasion, Chinese Ministry of Education, Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha, Hunan 410078 PR China ,grid.216417.70000 0001 0379 7164Cancer Research Institute, School of Basic Medicine, Central South University, Changsha, Hunan 410078 PR China ,grid.216417.70000 0001 0379 7164Molecular Imaging Research Center of Central South University, Changsha, Hunan 410078 China ,grid.216417.70000 0001 0379 7164Hunan Key Laboratory of Oncotarget Gene, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, Hunan 410078 China ,grid.216417.70000 0001 0379 7164Key Laboratory of Biological Nanotechnology of National Health Commission, Central South University, Changsha, Hunan 410078 China ,grid.216417.70000 0001 0379 7164National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410078 China
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Ming J, Sana SRGL, Deng X. Identification of copper-related biomarkers and potential molecule mechanism in diabetic nephropathy. Front Endocrinol (Lausanne) 2022; 13:978601. [PMID: 36329882 PMCID: PMC9623046 DOI: 10.3389/fendo.2022.978601] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2022] [Accepted: 10/05/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Diabetic nephropathy (DN) is a chronic microvascular complication in patients with diabetes mellitus, which is the leading cause of end-stage renal disease. However, the role of copper-related genes (CRGs) in DN development remains unclear. MATERIALS AND METHODS CRGs were acquired from the GeneCards and NCBI databases. Based on the GSE96804 and GSE111154 datasets from the GEO repository, we identified hub CRGs for DN progression by taking the intersection of differentially expressed CRGs (DECRGs) and genes in the key module from Weighted Gene Co-expression Network Analysis. The Maximal Clique Centrality algorithm was used to identify the key CRGs from hub CRGs. Transcriptional factors (TFs) and microRNAs (miRNAs) targeting hub CRGs were acquired from publicly available databases. The CIBERSORT algorithm was used to perform comparative immune cell infiltration analysis between normal and DN samples. RESULTS Eighty-two DECRGs were identified between normal and DN samples, as were 10 hub CRGs, namely PTGS2, DUSP1, JUN, FOS, S100A8, S100A12, NAIP, CLEC4E, CXCR1, and CXCR2. Thirty-nine TFs and 165 miRNAs potentially targeted these 10 hub CRGs. PTGS2 was identified as the key CRG and FOS as the most significant gene among all of DECRGs. RELA was identified as the hub TF interacting with PTGS2 by taking the intersection of potential TFs from the ChEA and JASPAR public databases. let-7b-5p was identified as the hub miRNA targeting PTGS2 by taking the intersection of miRNAs from the miRwalk, RNA22, RNAInter, TargetMiner, miRTarBase, and ENCORI databases. Similarly, CREB1, E2F1, and RELA were revealed as hub TFs for FOS, and miR-338-3p as the hub miRNA. Finally, compared with those in healthy samples, there are more infiltrating memory B cells, M1 macrophages, M2 macrophages, and resting mast cells and fewer infiltrating activated mast cells and neutrophils in DN samples (all p< 0.05). CONCLUSION The 10 identified hub copper-related genes provide insight into the mechanisms of DN development. It is beneficial to examine and understand the interaction between hub CRGs and potential regulatory molecules in DN. This knowledge may provide a novel theoretical foundation for the development of diagnostic biomarkers and copper-related therapy targets in DN.
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Affiliation(s)
- Jie Ming
- Department of Urology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Si Ri Gu Leng Sana
- Department of Anaesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China
- *Correspondence: Si Ri Gu Leng Sana,
| | - Xijin Deng
- Department of Anaesthesiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
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Jia J, Ouyang Z, Wang M, Ma W, Liu M, Zhang M, Yu M. MicroRNA-361-5p slows down gliomas development through regulating UBR5 to elevate ATMIN protein expression. Cell Death Dis 2021; 12:746. [PMID: 34321465 PMCID: PMC8319180 DOI: 10.1038/s41419-021-04010-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 04/21/2021] [Accepted: 05/13/2021] [Indexed: 12/13/2022]
Abstract
MicroRNA (miR)-361-5p has been studied to suppress gliomas development. Based on that, an insight into the regulatory mechanism of miR-361-5p in gliomas was supplemented from ubiquitin protein ligase E3 component N-recognin 5 (UBR5)-mediated ubiquitination of ataxia-telangiectasia mutated interactor (ATMIN). miR-361-5p, ATMIN, and UBR5 levels were clinically analyzed in gliomas tissues, which were further validated in gliomas cell lines. Loss/gain-of-function method was applied to determine the roles of miR-361-5p and UBR5 in gliomas, as to cell viability, migration, invasion, colony formation ability, and apoptosis in vitro and tumorigenesis in vivo. The relationship between miR-361-5p and UBR5 was verified and the interaction between UBR5 and ATMIN was explored. It was detected that reduced miR-361-5p and ATMIN and enhanced UBR5 levels showed in gliomas. Elevating miR-361-5p was repressive in gliomas progression. UBR5 was directly targeted by miR-361-5p. UBR5 can ubiquitinate ATMIN. miR-361-5p suppressed gliomas by regulating UBR5-mediated ubiquitination of ATMIN. Downregulating UBR5 impeded gliomas tumor growth in vivo. Upregulating miR-361-5p targets UBR5 to promote ATMIN protein expression, thus to recline the malignant phenotype of gliomas cells.
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Affiliation(s)
- Jiaoying Jia
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Zhu Ouyang
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Ming Wang
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Wenjia Ma
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Min Liu
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China
| | - Mingming Zhang
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China.
| | - Mengqiang Yu
- Department of Neurosurgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, 410011, China.
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Guo W, Li Y, Li Q. Relationship between miR-29a levels in the peripheral blood and sepsis-related encephalopathy. Am J Transl Res 2021; 13:7715-7722. [PMID: 34377248 PMCID: PMC8340237] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 02/24/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE This study aimed to explore the relationship between peripheral blood miR-29a and sepsis-related encephalopathy (SAE). METHODS A total of 120 patients with sepsis admitted to our hospital from March 2018 to October 2019 were selected as research subjects. They were divided into a SAE group (30 cases) and an unrelated encephalopathy group (90 cases) according to whether the patients were complicated with SAE. The levels of miR-29a in the peripheral blood, neuron-specific enolase (NSE), S100β calcium binding protein (S100β) and interleukin-6 (IL-6) in serum were determined, and the relationship between miR-29a in the peripheral blood and the diagnosis and prognosis prediction in SAE patients was analyzed. RESULTS Compared with the unrelated encephalopathy group, the levels of miR-29a in peripheral blood, NSE, S100β and IL-6 in serum of patients in the SAE group were elevated notably. miR-29a in the peripheral blood, and NSE, S100β, IL-6 in the serum of patients who died and survived within 28 days were detected, and the levels of these four indexes in the death group were significantly higher than those in the survival group. Correlation analysis revealed that miR-29a in the peripheral blood was positively correlated with the levels of NSE, S100β and IL-6 in serum. According to Receiver Operating Characteristic (ROC) curve analysis, miR-29a in the peripheral blood can be used as a potential biomarker to predict whether sepsis is complicated with SAE and the relative prognosis. CONCLUSION miR-29a is closely associated with the development of SAE, and miR-29a in the peripheral blood can be used as a potential biological index to predict whether sepsis is complicated with SAE and indications of a poor prognosis.
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Affiliation(s)
- Wei Guo
- Department of Intensive Medicine, The First People’s Hospital of ChenzhouChenzhou 423000, Hunan Province, China
| | - Yanhui Li
- Department of Intensive Medicine, The First People’s Hospital of ChenzhouChenzhou 423000, Hunan Province, China
| | - Qi Li
- Department of Electrocardiology, The First People’s Hospital of ChenzhouChenzhou 423000, Hunan Province, China
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