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Wang CY, Chen YQ, Huang H, Yuan ZZ, Dong Y, Jin JY, Long JY, Liu L, Fan LL, Xiang R. RTN3 regulates collagen biosynthesis and profibrotic macrophage differentiation to promote pulmonary fibrosis via interacting with CRTH2. Mol Med 2025; 31:63. [PMID: 39972424 PMCID: PMC11837708 DOI: 10.1186/s10020-025-01119-3] [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: 08/27/2024] [Accepted: 02/07/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND As an endoplasmic reticulum (ER) protein, Reticulum 3 (RTN3) has been reported to play a crucial role in neurodegenerative diseases, lipid metabolism, and chronic kidney disease. The involvement of RTN3 in idiopathic pulmonary fibrosis (IPF), a progressive and fatal interstitial lung disease, remains unexplored. METHODS In this study, we explored the role of RTN3 in pulmonary fibrosis using public datasets, IPF patient samples, and animal models. We investigated its pathogenic mechanisms in lung fibroblasts and alveolar macrophages. RESULTS We found decreased levels of RTN3 in IPF patients, bleomycin-induced mice, and TGFβ-treated cell lines. RTN3-null mice exhibited more severe pulmonary fibrosis phenotypes in old age or after bleomycin treatment. Collagen synthesis was significantly increased in RTN3-null mice lung tissues and lung fibroblasts. Mechanistic studies revealed that RTN3 deficiency reduced the ER-anchored CRTH2 in lung fibroblasts, which serves as an antifibrotic molecule via antagonizing collagen biosynthesis. Simultaneously, RTN3 deficiency reduced the autophagy degradation of CRTH2 which acts as an activator of profibrotic macrophage differentiation. Both effects of RTN3 and CRTH2 in lung fibroblasts and alveolar macrophages aggravated age-or bleomycin-induced pulmonary fibrosis. Additionally, we also identified a mutation of RTN3 in patients with ILD. CONCLUSIONS Our research demonstrated that RTN3 plays a significant role in the lung, and reduction of RTN3 levels may be a risk factor for IPF and related diseases.
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Affiliation(s)
- Chen-Yu Wang
- Department of Respiratory and Critical Care Medicine, Research Unit of Respiratory Disease of Central South University, Clinical Medical Research Center for Respiratory and Critical Care Medicine in Hunan Province, Diagnosis and Treatment Center of Respiratory Disease, The Second Xiangya Hospital, Central South University, Changsha, China
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
- Institute for Advance Study, Central South University, Changsha, China
| | - Ya-Qin Chen
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
- Department of Cardiology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Hao Huang
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
| | - Zhuang-Zhuang Yuan
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
| | - Yi Dong
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
| | - Jie-Yuan Jin
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
| | - Jie-Yi Long
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China
| | - Lv Liu
- Department of Respiratory and Critical Care Medicine, Research Unit of Respiratory Disease of Central South University, Clinical Medical Research Center for Respiratory and Critical Care Medicine in Hunan Province, Diagnosis and Treatment Center of Respiratory Disease, The Second Xiangya Hospital, Central South University, Changsha, China.
| | - Liang-Liang Fan
- Department of Respiratory and Critical Care Medicine, Research Unit of Respiratory Disease of Central South University, Clinical Medical Research Center for Respiratory and Critical Care Medicine in Hunan Province, Diagnosis and Treatment Center of Respiratory Disease, The Second Xiangya Hospital, Central South University, Changsha, China.
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China.
| | - Rong Xiang
- Department of Respiratory and Critical Care Medicine, Research Unit of Respiratory Disease of Central South University, Clinical Medical Research Center for Respiratory and Critical Care Medicine in Hunan Province, Diagnosis and Treatment Center of Respiratory Disease, The Second Xiangya Hospital, Central South University, Changsha, China.
- Department of Cell Biology, Hunan Key Laboratory of Medical Genetics, Hunan Key Laboratory of Animal Models for Human Disease, School of Life Sciences, Central South University, Changsha, China.
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Qin C, Li W, Zhang Y, Wang Z, Leng Y, Ma J, Qin C, Cheng S, Xue L, Song K, Huang B. Secretory Nogo-B regulates Th2 differentiation in the lung cancer microenvironment. Int Immunopharmacol 2024; 140:112763. [PMID: 39083925 DOI: 10.1016/j.intimp.2024.112763] [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: 04/25/2024] [Revised: 07/02/2024] [Accepted: 07/22/2024] [Indexed: 08/02/2024]
Abstract
Nogo-B, a ubiquitously expressed member of the reticulon family, plays an important role in maintaining endoplasmic reticulum (ER) structure, regulating protein folding, and calcium homeostasis. In this study, we demonstrate that Nogo-B expression and secretion are upregulated in lung cancer and correlate to overall survival. Nogo-B is secreted by various cells, particularly lung cancer cells. ER stress and phosphorylation at serine 107 can induce Nogo-B secretion. Secretory Nogo-B suppresses the differentiation of Th2 cells and the release of type 2 cytokines, thus influencing the anti-tumor effects of Th2-related immune cells, including IgE+B cell class switching and eosinophil activation.
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Affiliation(s)
- Changfei Qin
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China; Department of Pathology, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Wenxia Li
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China; Department of Pathology, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Yi Zhang
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Zhaojun Wang
- Department of Thoracics, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Yang Leng
- Department of Thoracics, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Jingyun Ma
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Chao Qin
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Shumin Cheng
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China
| | - Ling Xue
- Department of Pathology, The Seventh Affiliated Hospital, Sun Yat-sen University China.
| | - Kuangyu Song
- School of Basic Medicine, Nanchang University China.
| | - Bihui Huang
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University China.
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Yang L, Gilbertsen A, Jacobson B, Pham J, Fujioka N, Henke CA, Kratzke RA. SFPQ and Its Isoform as Potential Biomarker for Non-Small-Cell Lung Cancer. Int J Mol Sci 2023; 24:12500. [PMID: 37569873 PMCID: PMC10419845 DOI: 10.3390/ijms241512500] [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: 07/12/2023] [Revised: 07/28/2023] [Accepted: 08/04/2023] [Indexed: 08/13/2023] Open
Abstract
Cancer markers are measurable molecules in the blood or tissue that are produced by tumor cells or immune cells in response to cancer progression. They play an important role in clinical diagnosis, prognosis, and anti-drug monitoring. Although DNA, RNA, and even physical images have been used, proteins continue to be the most common marker. There are currently no specific markers for lung cancer. Metastatic lung cancer, particularly non-small-cell lung cancer (NSCLC), is one of the most common causes of death. SFPQ, YY1, RTN4, RICTOR, LARP6, and HELLS are expressed at higher levels in cells from NSCLC than in control or cells from inflammatory diseases. SFPQ shows the most difference between the three cell types. Furthermore, the cytoplasmic isoform of SFPQ is only found in advanced cancers. We have developed ELISAs to detect SFPQ and the long and short isoforms. Evidence has shown that the short isoform exists primarily in cancers. Furthermore, immunocytometry studies and IHC analysis have revealed that SFPQ levels are consistent with ELISA results. In addition, enhanced DNA methylation in the SFPQ gene may facilitate the SFPQ expression differences between control and cancer cells. Considering this, elevated SFPQ level and the isoform location could serve as a cancer diagnostic and prognostic marker.
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Affiliation(s)
- Libang Yang
- Department of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA; (L.Y.); (A.G.); (C.A.H.)
| | - Adam Gilbertsen
- Department of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA; (L.Y.); (A.G.); (C.A.H.)
| | - Blake Jacobson
- Hematology, Oncology and Transplantation, School of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA; (B.J.); (N.F.)
| | - Jenny Pham
- Clinical and Translational Science Institute, School of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA;
| | - Naomi Fujioka
- Hematology, Oncology and Transplantation, School of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA; (B.J.); (N.F.)
| | - Craig A. Henke
- Department of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA; (L.Y.); (A.G.); (C.A.H.)
| | - Robert A. Kratzke
- Hematology, Oncology and Transplantation, School of Medicine, University of Minnesota, 420 Delaware Street, SE, Minneapolis, MN 55455, USA; (B.J.); (N.F.)
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Pourzand P, Tabasi F, Fayazbakhsh F, Sarhadi S, Bahari G, Mohammadi M, Jomepour S, Nafeli M, Mosayebi F, Heravi M, Taheri M, Hashemi M, Ghavami S. The Reticulon-4 3-bp Deletion/Insertion Polymorphism Is Associated with Structural mRNA Changes and the Risk of Breast Cancer: A Population-Based Case-Control Study with Bioinformatics Analysis. Life (Basel) 2023; 13:1549. [PMID: 37511924 PMCID: PMC10381770 DOI: 10.3390/life13071549] [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: 05/10/2023] [Revised: 07/08/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
Breast cancer (BC) is a complex disease caused by molecular events that disrupt cellular survival and death. Discovering novel biomarkers is still required to better understand and treat BC. The reticulon-4 (RTN4) gene, encoding Nogo proteins, plays a critical role in apoptosis and cancer development, with genetic variations affecting its function. We investigated the rs34917480 in RTN4 and its association with BC risk in an Iranian population sample. We also predicted the rs34917480 effect on RTN4 mRNA structure and explored the RTN4's protein-protein interaction network (PPIN) and related pathways. In this case-control study, 437 women (212 BC and 225 healthy) were recruited. The rs34917480 was genotyped using AS-PCR, mRNA secondary structure was predicted with RNAfold, and PPIN was constructed using the STRING database. Our findings revealed that this variant was associated with a decreased risk of BC in heterozygous (p = 0.012), dominant (p = 0.015), over-dominant (p = 0.017), and allelic (p = 0.035) models. Our prediction model showed that this variant could modify RTN4's mRNA thermodynamics and potentially its translation. RTN4's PPIN also revealed a strong association with apoptosis regulation and key signaling pathways highly implicated in BC. Consequently, our findings, for the first time, demonstrate that rs34917480 could be a protective factor against BC in our cohort, probably via preceding mechanisms.
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Affiliation(s)
- Pouria Pourzand
- Department of Clinical Biochemistry, School of Medicine, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
| | - Farhad Tabasi
- Department of Clinical Biochemistry, School of Medicine, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
- Department of Physiology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran 1411713116, Iran
| | - Fariba Fayazbakhsh
- School of Medicine, Zahedan University of Medical Science, Zahedan 9816743463, Iran
| | - Shamim Sarhadi
- Faculty of Advanced Medical Sciences, Department of Medical Biotechnology, Tabriz University of Medical Sciences, Tabriz 5166616471, Iran
| | - Gholamreza Bahari
- Department of Clinical Biochemistry, School of Medicine, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
- Children and Adolescent Health Research Center, Resistant Tuberculosis Institute, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
| | - Mohsen Mohammadi
- School of Medicine, Zahedan University of Medical Science, Zahedan 9816743463, Iran
| | - Sahar Jomepour
- Department of Cardiology, Cardiovascular Research Center, School of Medicine, Hormozgan University of Medical Science, Bandar Abbas 7916613885, Iran
| | - Mohammad Nafeli
- School of Medicine, Zahedan University of Medical Science, Zahedan 9816743463, Iran
| | - Fatemeh Mosayebi
- Tehran Heart Center, Tehran University of Medical Science, Tehran 1416634793, Iran
| | - Mehrdad Heravi
- School of Medicine, Zahedan University of Medical Science, Zahedan 9816743463, Iran
| | - Mohsen Taheri
- Genetics of Non-Communicable Disease Research Center, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
- Department of Genetics, School of Medicine, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
| | - Mohammad Hashemi
- Department of Clinical Biochemistry, School of Medicine, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
- Genetics of Non-Communicable Disease Research Center, Zahedan University of Medical Sciences, Zahedan 9816743463, Iran
| | - Saeid Ghavami
- Research Institute of Oncology and Hematology, Cancer Care Manitoba-University of Manitoba, Winnipeg, MB R3E 0V9, Canada
- Biology of Breathing Theme, Children Hospital Research Institute of Manitoba, University of Manitoba, Winnipeg, MB R3E 0V9, Canada
- Faculty of Medicine in Zabrze, University of Technology in Katowice, 41-800 Zabrze, Poland
- Department of Human Anatomy and Cell Science, Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, MB R3E 0J9, Canada
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5
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Screening and identification of potential prognostic biomarkers in bladder urothelial carcinoma: Evidence from bioinformatics analysis. GENE REPORTS 2020. [DOI: 10.1016/j.genrep.2020.100658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Association of genetic variations in RTN4 3′-UTR with risk for clear cell renal cell carcinoma. Fam Cancer 2017; 17:129-134. [DOI: 10.1007/s10689-017-0005-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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7
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Wang N, Chen K, Xu J, Yuan F, Li H, Deng F, Zhang L. Association of CAA and TATC Insertion/Deletion Genetic Polymorphisms in RTN4 3'-UTR with Hepatocellular Carcinoma Risk. Pathol Oncol Res 2017; 24:31-34. [PMID: 28144881 DOI: 10.1007/s12253-017-0204-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2015] [Accepted: 01/23/2017] [Indexed: 02/05/2023]
Abstract
Evidence from recent researchers suggested that RTN4 is a multifunctional gene, including tumor suppression, apoptosis, vascular remodeling, and inhibition of axonal regeneration. The CAA and TATC insertion/deletion polymorphisms (CAA/TATC polymorphisms) of RTN4 3″-untranslated regions (UTRs) have been linked to cervical squamous cell carcinoma (CSCC), uterine leiomyomas (UL) and non-small cell lung cancer (NSCLC). However, the association between these two polymorphisms sites with Hepatocellular Carcinoma (HCC) risk was not carry out before. A total of 284 HCC patients and 484 control subjects were recruited for this study. The RTN4 CAA/TATC insertion/deletion genotypes were determined using polymerase chain reaction (PCR) assay. The ID/DD genotypes of CAA were significantly associated with an increased risk of HCC compared with the II genotype (ID vs. II: OR = 1.50, 95% CI: 1.10-2.04; DD vs. II: OR = 2.00, 95%CI: 1.15-3.46). Meanwhile, the frequency of D allele of CAA was significantly related with an increased risk of HCC compared with the I allele (D vs. I: OR = 1.39, 95% CI: 1.12-1.73). The ID genotypes of TATC was significantly associated with an increased risk of HCC compared with the DD genotype (ID vs. DD: OR = 1.70, 95% CI: 1.23-2.33). The present study provided evidence that RTN4 CAA/TATC polymorphisms were associated with HCC development in Chinese Han population.
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Affiliation(s)
- NaNa Wang
- School of Medical Laboratory Science, Chengdu Medical College, Chengdu, 610500, China
| | - KeYu Chen
- School of Biomedical Sciences, Chengdu Medical College, Chengdu, 610500, China
| | - Jia Xu
- School of Medical Laboratory Science, Chengdu Medical College, Chengdu, 610500, China
| | - Fang Yuan
- Department of Immunology, West China School of Preclinical and Forensic Medicine, Sichuan University, Chengdu, 610041, China
| | - HongYu Li
- Department of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - FengMei Deng
- Development and Regeneration Key Laboratory of Sichuan Province, Department of Neurobiology, Department of Pathology and Pathophysiology, Chengdu Medical College, Chengdu, 610500, China
| | - LuShun Zhang
- Development and Regeneration Key Laboratory of Sichuan Province, Department of Neurobiology, Department of Pathology and Pathophysiology, Chengdu Medical College, Chengdu, 610500, China.
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Liu C, Eng C, Shen J, Lu Y, Takata Y, Mehdizadeh A, Chang GJ, Rodriguez-Bigas MA, Li Y, Chang P, Mao Y, Hassan MM, Wang F, Li D. Serum exosomal miR-4772-3p is a predictor of tumor recurrence in stage II and III colon cancer. Oncotarget 2016; 7:76250-76260. [PMID: 27788488 PMCID: PMC5342811 DOI: 10.18632/oncotarget.12841] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2016] [Accepted: 10/11/2016] [Indexed: 01/19/2023] Open
Abstract
PURPOSE The study was aimed to evaluate the prognostic or predictive value of serum exosomal microRNAs (miRNAs) for tumor recurrence and response to adjuvant therapy in stage II and stage III colon cancer. RESULTS 145 differentially expressed mature miRNAs were identified (P<0.05) and 10 top hits were carried forward in validation test. MiR-4772-3p was significantly under-expressed in 27 patients with recurrence compared to in 57 patients without recurrence (P=0.002). The reduced expression was significantly related to increased risk of tumor recurrence and risk of death. As a predictor for tumor recurrence, ROC analysis revealed the AUC (95% CI) was 0.72 (0.59-0.85, P=0.001) for lower level of miR-4772-3p compared to 0.63 (0.51-0.75, P=0.062) for tumor site and 0.65 (0.51-0.78,P=0.034) for lymph node status. Among 66/84 patients who received FOLFOX adjuvant therapy, 9/10 (90%) patients with a lower level and 10/56 (18%) patients with a higher level of miR-4772-3p had tumor recurrence (P<0.001). MATERIALS AND METHODS Blood samples were prospectively collected from84 patients with stage II/III colon cancer after tumor resection and before adjuvant therapy. Serum exosomal miRNA profiles were determined by RNA sequencing. Differentially expressed mature miRNAs were identified between patients with or without tumor recurrence. The top hits were validated in individual RNA samples using quantitative real-time reverse transcription PCR. CONCLUSIONS Reduced expression of serum exosomal miR-4772-3p is a prognostic biomarker for tumor recurrence in stage II and stage III colon cancer patients. The predictive value of this marker for response to FOLFOX adjuvant therapy needs further investigation.
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Affiliation(s)
- Chang Liu
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Gastroenterology and Hepatology, Jinling Hospital, Southern Medical University, Nanjing, China
| | - Cathy Eng
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jianjun Shen
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Smithville, Texas, USA
| | - Yue Lu
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Smithville, Texas, USA
| | - Yoko Takata
- Department of Epigenetics and Molecular Carcinogenesis, The University of Texas MD Anderson Cancer Center, Smithville, Texas, USA
| | - Amir Mehdizadeh
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - George J. Chang
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Miguel A. Rodriguez-Bigas
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Yanan Li
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ping Chang
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Yixiang Mao
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Manal M. Hassan
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Fangyu Wang
- Department of Gastroenterology and Hepatology, Jinling Hospital, Southern Medical University, Nanjing, China
| | - Donghui Li
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Shao T, Wu A, Chen J, Chen H, Lu J, Bai J, Li Y, Xu J, Li X. Identification of module biomarkers from the dysregulated ceRNA–ceRNA interaction network in lung adenocarcinoma. MOLECULAR BIOSYSTEMS 2015; 11:3048-58. [DOI: 10.1039/c5mb00364d] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The dysregulated ceRNA–ceRNA interaction network in lung adenocarcinoma.
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Affiliation(s)
- Tingting Shao
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Aiwei Wu
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Juan Chen
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Hong Chen
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Jianping Lu
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Jing Bai
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Yongsheng Li
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Juan Xu
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
| | - Xia Li
- College of Bioinformatics Science and Technology
- Harbin Medical University
- Harbin 150081
- China
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