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Samanta P, Ghosh R, Pakhira S, Mondal M, Biswas S, Sarkar R, Bhowmik A, Saha P, Hajra S. Ribosome biogenesis and ribosomal proteins in cancer stem cells: a new therapeutic prospect. Mol Biol Rep 2024; 51:1016. [PMID: 39325314 DOI: 10.1007/s11033-024-09963-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 09/20/2024] [Indexed: 09/27/2024]
Abstract
Ribosome has been considered as the fundamental macromolecular machine involved in protein synthesis in both prokaryotic and eukaryotic cells. This protein synthesis machinery consists of several rRNAs and numerous proteins. All of these factors are synthesized, translocated and assembled in a tightly regulated process known as ribosome biogenesis. Any impairment in this process causes development of several diseases like cancer. According to growing evidences, cancer cells display alteration of several ribosomal proteins. Besides, most of them are considered as key molecules involved in ribosome biogenesis, suggesting a correlation between those proteins and formation of ribosomes. Albeit, defective ribosome biogenesis in several cancers has gained prime importance, regulation of this process in cancer stem cells (CSCs) are still unrecognized. In this article, we aim to summarize the alteration of ribosome biogenesis and ribosomal proteins in CSCs. Moreover, we want to highlight the relation of ribosome biogenesis with hypoxia and drug resistance in CSCs based on the existing evidences. Lastly, this review wants to pay attention about the promising anti-cancer drugs which have potential to inhibit ribosome biogenesis in cancer cells as well as CSCs.
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Affiliation(s)
- Priya Samanta
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Rituparna Ghosh
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Shampa Pakhira
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Mrinmoyee Mondal
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Souradeep Biswas
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Rupali Sarkar
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Arijit Bhowmik
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Prosenjit Saha
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India
| | - Subhadip Hajra
- Department of Cancer Chemoprevention, Chittaranjan National Cancer Institute (CNCI), 37, S.P. Mukherjee Road, Kolkata, West Bengal, 700026, India.
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Qin Z, Yang J, Zhang K, Gao X, Ran Q, Xu Y, Wang Z, Lou D, Huang C, Zellmer L, Meng G, Chen N, Ma H, Wang Z, Liao DJ. Updating mRNA variants of the human RSK4 gene and their expression in different stressed situations. Heliyon 2024; 10:e27475. [PMID: 38560189 PMCID: PMC10980951 DOI: 10.1016/j.heliyon.2024.e27475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 02/11/2024] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
We determined RNA spectrum of the human RSK4 (hRSK4) gene (also called RPS6KA6) and identified 29 novel mRNA variants derived from alternative splicing, which, plus the NCBI-documented ones and the five we reported previously, totaled 50 hRSK4 RNAs that, by our bioinformatics analyses, encode 35 hRSK4 protein isoforms of 35-762 amino acids. Many of the mRNAs are bicistronic or tricistronic for hRSK4. The NCBI-normalized NM_014496.5 and the protein it encodes are designated herein as the Wt-1 mRNA and protein, respectively, whereas the NM_001330512.1 and the long protein it encodes are designated as the Wt-2 mRNA and protein, respectively. Many of the mRNA variants responded differently to different situations of stress, including serum starvation, a febrile temperature, treatment with ethanol or ethanol-extracted clove buds (an herbal medicine), whereas the same stressed situation often caused quite different alterations among different mRNA variants in different cell lines. Mosifloxacin, an antibiotics and also a functional inhibitor of hRSK4, could inhibit the expression of certain hRSK4 mRNA variants. The hRSK4 gene likely uses alternative splicing as a handy tool to adapt to different stressed situations, and the mRNA and protein multiplicities may partly explain the incongruous literature on its expression and comports.
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Affiliation(s)
- Zhenwei Qin
- Section of Forensic Science and Pathology, School of Basic Medical Sciences, Guizhou University of Traditional Chinese Medicine, Dong-Qing-Nan Road, Guiyang, 550025, Guizhou Province, China
| | - Jianglin Yang
- Center for Clinical Laboratories, The Affiliated Hospital of Guizhou Medical University, 4 Beijing Rd, Guiyang, 550004, Guizhou Province, China
- Key Lab of Endemic and Ethnic Diseases of the Ministry of Education of China in Guizhou Medical University, Guiyang, 550004, Guizhou Province, China
| | - Keyin Zhang
- Department of Pathology, The Affiliated Hospital of Guizhou Medical University, 4 Beijing Road, Guiyang, 550004, Guizhou Province, China
| | - Xia Gao
- Department of Pathology, The Affiliated Hospital of Guizhou Medical University, 4 Beijing Road, Guiyang, 550004, Guizhou Province, China
| | - Qianchuan Ran
- Section of Forensic Science and Pathology, School of Basic Medical Sciences, Guizhou University of Traditional Chinese Medicine, Dong-Qing-Nan Road, Guiyang, 550025, Guizhou Province, China
| | - Yuanhong Xu
- Section of Forensic Science and Pathology, School of Basic Medical Sciences, Guizhou University of Traditional Chinese Medicine, Dong-Qing-Nan Road, Guiyang, 550025, Guizhou Province, China
| | - Zhi Wang
- Department of Pathology, The Affiliated Hospital of Guizhou Medical University, 4 Beijing Road, Guiyang, 550004, Guizhou Province, China
| | - Didong Lou
- Section of Forensic Science and Pathology, School of Basic Medical Sciences, Guizhou University of Traditional Chinese Medicine, Dong-Qing-Nan Road, Guiyang, 550025, Guizhou Province, China
| | - Chunhua Huang
- Section of Forensic Science and Pathology, School of Basic Medical Sciences, Guizhou University of Traditional Chinese Medicine, Dong-Qing-Nan Road, Guiyang, 550025, Guizhou Province, China
| | - Lucas Zellmer
- Department of Medicine, Hennepin County Medical Center, 730 South 8th St., Minneapolis, MN, 55415, USA
| | - Guangxue Meng
- Department of Oral and Maxillofacial Surgery, School of Stomatology, Guizhou Medical University, 9 Beijing Road, Guiyang, 550004, Guizhou Province, China
| | - Na Chen
- Department of Oral and Maxillofacial Surgery, School of Stomatology, Guizhou Medical University, 9 Beijing Road, Guiyang, 550004, Guizhou Province, China
| | - Hong Ma
- Department of Oral and Maxillofacial Surgery, School of Stomatology, Guizhou Medical University, 9 Beijing Road, Guiyang, 550004, Guizhou Province, China
| | - Zhe Wang
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Air Force Medical University, 169 Changle West Road, Xi'an, 710032, China
| | - Dezhong Joshua Liao
- Center for Clinical Laboratories, The Affiliated Hospital of Guizhou Medical University, 4 Beijing Rd, Guiyang, 550004, Guizhou Province, China
- Key Lab of Endemic and Ethnic Diseases of the Ministry of Education of China in Guizhou Medical University, Guiyang, 550004, Guizhou Province, China
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Pang F, Zhang L, Li M, Yi X, Wang Y, Yang P, Wen B, Jiang J, Teng Y, Yang X, Chen L, Xu J, Wang L. Ribosomal S6 protein kinase 4 promotes resistance to EZH2 inhibitors in glioblastoma. Cancer Gene Ther 2023; 30:1636-1648. [PMID: 37726387 DOI: 10.1038/s41417-023-00666-3] [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: 06/19/2023] [Revised: 08/28/2023] [Accepted: 09/01/2023] [Indexed: 09/21/2023]
Abstract
Glioblastoma (GBM) is a highly malignant type of brain tumor with limited treatment options. Recent research has focused on epigenetic regulatory factors, such as Enhancer of Zeste Homolog 2 (EZH2), which plays a role in gene expression through epigenetic modifications. EZH2 inhibitors have been developed as potential therapeutic agents for GBM, but resistance to these inhibitors remains a considerable challenge. This study aimed to investigate the role of ribosomal S6 protein kinase 4 (RSK4) in GBM and its association with resistance to EZH2 inhibitors. We first induced drug resistance in primary GBM cell lines by treatment with an EZH2 inhibitor and observed increases in the expression of stemness markers associated with glioblastoma stem cells (GSCs) in the drug-resistant cells. We also found high expression of RSK4 in GBM patient samples and identified the correlation of high RSK4 expression with poor prognosis and GSC marker expression. Further experiments showed that knocking down RSK4 in drug-resistant GBM cells restored their sensitivity to EZH2 inhibitors and decreased the expression of GSC markers, thus reducing their self-renewal capacity. From a mechanistic perspective, we discovered that RSK4 directly phosphorylates EZH2, activating the EZH2/STAT3 pathway and promoting resistance to EZH2 inhibitors in GBM. We also found that combining EZH2 inhibitors with an RSK4 inhibitor called BI-D1870 had better inhibitory effects on GBM occurrence and progression in both in vitro and in vivo experiments. In conclusion, this study demonstrates that RSK4 enhances cancer stemness and mediates resistance to EZH2 inhibitors in GBM. Combination treatment with EZH2 inhibitors and RSK4 inhibitors is a promising potential therapeutic strategy for GBM. Collectively, our results strongly demonstrate that RSK4 regulates the EZH2/STAT3 pathway to promote GSC maintenance and EZH2i resistance in a PRC2-independent manner, indicating that RSK4 is a promising therapeutic target for GBM.
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Affiliation(s)
- Fangning Pang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Lei Zhang
- Department of Neurosurgery, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Mingyang Li
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Department of Pathology, School of Basic Medicine and Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Xicai Yi
- Department of Neurosurgery, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Yu Wang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Peng Yang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Bin Wen
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Jinquan Jiang
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Yunpeng Teng
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China
| | - Xinyu Yang
- Department of Neurosurgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Ligang Chen
- Department of Neurosurgery, General Hospital of Northern Theater Command, Shenyang, China.
| | - Jin Xu
- The Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China.
| | - Li Wang
- Department of Neurosurgery, Xijing Hospital, Air Force Medical University, Xi'an, China.
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Arechavaleta-Velasco F, Dominguez-Lopez P, Acosta-Jimenez E, Diaz-Cueto L. Ribosomal S6 kinase 4 (RSK4) tumor suppressor gene promoter methylation status in ovarian cancer. Mol Biol Rep 2023; 50:6863-6870. [PMID: 37402066 DOI: 10.1007/s11033-023-08609-9] [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: 05/05/2023] [Accepted: 06/19/2023] [Indexed: 07/05/2023]
Abstract
BACKGROUND Previously, we reported lower RSK4 mRNA and protein levels in malignant ovarian tumors compared to normal and benign ovarian tissues. Also, we observed a significant inverse correlation between the advanced ovarian cancer stages and RSK4 mRNA levels. We did not investigate the mechanisms involved in RSK4-reduced expression in ovarian cancer. Thus, this study investigates whether RSK4 promoter methylation in ovarian cancer tissues is responsible for its low expression. Additionally, the reactivation of RSK4 expression and its effect was studied in ovarian cancer cell lines. METHODS AND RESULTS RSK4 promoter methylation percentage in malignant and benign ovarian tumors and normal ovary tissues was determined by combined bisulfite restriction analysis. The reactivation of RSK4 expression by decitabine treatment was studied in OVCAR3, SKOV3, TOV-112D, and TOV-21G cells by Western blotting. Cell proliferation was determined by XTT. A significantly high methylation percentage of the RSK4 promoter was observed among malignant and benign ovarian tumors but not in normal ovarian tissue. RSK4 promoter methylation was not associated with age, histological subtype, or stages of ovarian cancer. RSK4 promoter methylation correlates weakly but not significantly with RSK4 protein expression. No correlation was shown between RSK4 methylation and RSK4 mRNA expression. Decitabine induces RSK4 reactivation in all cell lines. However, cell proliferation was reduced only in TOV-112D cells. CONCLUSION These data indicate that although RSK4 promoter methylation is increased in malignant ovarian tumors, this mechanism is unlikely to regulate its expression in ovarian cancer. RSK4 reactivation reduced cell proliferation only in the endometroid histological subtype.
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Affiliation(s)
- Fabian Arechavaleta-Velasco
- Unidad de Investigación Médica en Medicina Reproductiva, UMAE Hospital de Gineco-Obstetricia No. 4 "Luis Castelazo Ayala", Instituto Mexicano del Seguro Social, Av. Rio Magdalena No. 289, Sexto piso. Tizapán, San Angel, CP 01090, Mexico City, Mexico
| | - Pablo Dominguez-Lopez
- Unidad de Investigación Médica en Medicina Reproductiva, UMAE Hospital de Gineco-Obstetricia No. 4 "Luis Castelazo Ayala", Instituto Mexicano del Seguro Social, Av. Rio Magdalena No. 289, Sexto piso. Tizapán, San Angel, CP 01090, Mexico City, Mexico
| | - Ernesto Acosta-Jimenez
- Unidad de Investigación Médica en Medicina Reproductiva, UMAE Hospital de Gineco-Obstetricia No. 4 "Luis Castelazo Ayala", Instituto Mexicano del Seguro Social, Av. Rio Magdalena No. 289, Sexto piso. Tizapán, San Angel, CP 01090, Mexico City, Mexico
- Hospital Angeles del Pedregal, Mexico City, Mexico
| | - Laura Diaz-Cueto
- Unidad de Investigación Médica en Medicina Reproductiva, UMAE Hospital de Gineco-Obstetricia No. 4 "Luis Castelazo Ayala", Instituto Mexicano del Seguro Social, Av. Rio Magdalena No. 289, Sexto piso. Tizapán, San Angel, CP 01090, Mexico City, Mexico.
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Koutsougianni F, Alexopoulou D, Uvez A, Lamprianidou A, Sereti E, Tsimplouli C, Ilkay Armutak E, Dimas K. P90 ribosomal S6 kinases: A bona fide target for novel targeted anticancer therapies? Biochem Pharmacol 2023; 210:115488. [PMID: 36889445 DOI: 10.1016/j.bcp.2023.115488] [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: 09/19/2022] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023]
Abstract
The 90 kDa ribosomal S6 kinase (RSK) family of proteins is a group of highly conserved Ser/Thr kinases. They are downstream effectors of the Ras/ERK/MAPK signaling cascade. ERK1/2 activation directly results in the phosphorylation of RSKs, which further, through interaction with a variety of different downstream substrates, activate various signaling events. In this context, they have been shown to mediate diverse cellular processes like cell survival, growth, proliferation, EMT, invasion, and metastasis. Interestingly, increased expression of RSKs has also been demonstrated in various cancers, such as breast, prostate, and lung cancer. This review aims to present the most recent advances in the field of RSK signaling that have occurred, such as biological insights, function, and mechanisms associated with carcinogenesis. We additionally present and discuss the recent advances but also the limitations in the development of pharmacological inhibitors of RSKs, in the context of the use of these kinases as putative, more efficient targets for novel anticancer therapeutic approaches.
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Affiliation(s)
- Fani Koutsougianni
- Department of Pharmacology, Faculty of Medicine, Health Sciences School, University of Thessaly, Larissa, Greece
| | - Dimitra Alexopoulou
- Department of Pharmacology, Faculty of Medicine, Health Sciences School, University of Thessaly, Larissa, Greece
| | - Ayca Uvez
- Department of Histology and Embryology, Faculty of Veterinary Medicine, Istanbul University-Cerrahpasa, 34500 Istanbul, Turkey
| | - Andromachi Lamprianidou
- Department of Pharmacology, Faculty of Medicine, Health Sciences School, University of Thessaly, Larissa, Greece
| | - Evangelia Sereti
- Dept of Translational Medicine, Medical Faculty, Lund University and Center for Molecular Pathology, Skäne University Hospital, Jan Waldenströms gata 59, SE 205 02 Malmö, Sweden
| | - Chrisiida Tsimplouli
- Department of Pharmacology, Faculty of Medicine, Health Sciences School, University of Thessaly, Larissa, Greece
| | - Elif Ilkay Armutak
- Department of Histology and Embryology, Faculty of Veterinary Medicine, Istanbul University-Cerrahpasa, 34500 Istanbul, Turkey
| | - Konstantinos Dimas
- Department of Pharmacology, Faculty of Medicine, Health Sciences School, University of Thessaly, Larissa, Greece.
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Jin L, Mi T, Wu X, Wang Z, Zhang Z, Liu J, Wang Z, Wang J, Li M, Ren C, Guo P, He D. BI-D1870 Induces Mitotic Dysfunction and Apoptosis in Neuroblastoma by Regulating the PI3K-Akt-mTORC1 Signal Axis. Cancers (Basel) 2023; 15:cancers15072023. [PMID: 37046682 PMCID: PMC10093276 DOI: 10.3390/cancers15072023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 03/24/2023] [Accepted: 03/27/2023] [Indexed: 03/31/2023] Open
Abstract
Introduction: Neuroblastoma (NB) is one of the most common extracranial solid malignant tumors in children. The 5-year survival rate of high-risk or refractory NB is less than 50%. Therefore, developing new effective therapeutics for NB remains an urgent challenge. Materials and Methods: Based on the NB dataset TARGET-NBL in the TCGA database, the prognosis-related genes were analyzed using univariate cox regression (p < 0.01). The protein network interaction of prognostic genes was analyzed using STRING to obtain 150 hub genes with HR > 1 and 150 hub genes with HR < 1. The Connectivity Map database was used to predict a therapeutic drug: BI-D1870, a ribosomal S6 kinase inhibitor. The inhibitory effect of BI-D1870 on NB was investigated through in vivo and in vitro experiments, and its inhibitory mechanism was explored. Results: Both the in vivo and in vitro experiments showed that BI-D1870 could inhibit tumor proliferation and induce tumor apoptosis. Furthermore, we proved that BI-D1870 caused G2/M phase arrest and mitosis damage in cells. RNA-seq of cells showed that BI-D1870 may inhibit the growth of NB by inhibiting the PI3K-Akt-mTOR axis. Western blot and immunofluorescence testing showed that BI-D1870 inhibited the PI3K-Akt-mTORC1 signal pathway to regulate the phosphorylation of RPS6 and 4E BP1 proteins, inhibit protein translation, and inhibit microtubule formation, thus preventing mitotic proliferation and inducing apoptosis. Conclusions: This study provides strong support that BI-D1870 may be a potential adjuvant therapy for NB.
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Differential Expression of RSK4 Transcript Isoforms in Cancer and Its Clinical Relevance. Int J Mol Sci 2022; 23:ijms232314569. [PMID: 36498899 PMCID: PMC9737342 DOI: 10.3390/ijms232314569] [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: 10/17/2022] [Revised: 11/11/2022] [Accepted: 11/12/2022] [Indexed: 11/24/2022] Open
Abstract
While we previously revealed RSK4 as a therapeutic target in lung and bladder cancers, the wider role of this kinase in other cancers remains controversial. Indeed, other reports instead proposed RSK4 as a tumour suppressor in colorectal and gastric cancers and are contradictory in breast malignancies. One explanation for these discrepancies may be the expression of different RSK4 isoforms across cancers. Four RNAs are produced from the RSK4 gene, with two being protein-coding. Here, we analysed the expression of the latter across 30 normal and 33 cancer tissue types from the combined GTEx/TCGA dataset and correlated it with clinical features. This revealed the expression of RSK4 isoforms 1 and 2 to be independent prognostic factors for patient survival, pathological stage, cancer metastasis, recurrence, and immune infiltration in brain, stomach, cervical, and kidney cancers. However, we found that upregulation of either isoform can equally be associated with good or bad prognosis depending on the cancer type, and changes in the expression ratio of isoforms fail to predict clinical outcome. Hence, differential isoform expression alone cannot explain the contradictory roles of RSK4 in cancers, and further research is needed to highlight the underlying mechanisms for the context-dependent function of this kinase.
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Lee MG, Lee YK, Huang SC, Chang CL, Ko CY, Lee WC, Chen TY, Tzou SJ, Huang CY, Tai MH, Lin YW, Kung ML, Tsai MC, Chen YL, Chang YC, Wen ZH, Huang CC, Chu TH. DLK2 Acts as a Potential Prognostic Biomarker for Clear Cell Renal Cell Carcinoma Based on Bioinformatics Analysis. Genes (Basel) 2022; 13:genes13040629. [PMID: 35456435 PMCID: PMC9030291 DOI: 10.3390/genes13040629] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 03/26/2022] [Accepted: 03/28/2022] [Indexed: 02/07/2023] Open
Abstract
Clear cell renal cell carcinoma (ccRCC) is the most common RCC subtype with a high mortality. It has been reported that delta-like 1 homologue (DLK1) participates in the tumor microenvironmental remodeling of ccRCC, but the relationship between delta-like 2 homologue (DLK2, a DLK1 homologue) and ccRCC is still unclear. Thus, this study aims to investigate the role of DLK2 in the biological function and disease prognosis of ccRCC using bioinformatics analysis. The TNMplot database showed that DLK2 was upregulated in ccRCC tissues. From the UALCAN analysis, the overexpression of DLK2 was associated with advanced stage and high grade in ccRCC. Moreover, the Kaplan-Meier plotter (KM Plotter) database showed that DLK2 upregulation was associated with poor survival outcome in ccRCC. By the LinkedOmics analysis, DLK2 signaling may participated in the modulation of ccRCC extracellular matrix (ECM), cell metabolism, ribosome biogenesis, TGF-β signaling and Notch pathway. Besides, Tumor Immune Estimation Resource (TIMER) analysis showed that the macrophage and CD8+ T cell infiltrations were associated with good prognosis in ccRCC patients. Finally, DLK2 overexpression was associated with the reduced macrophage recruitments and the M1–M2 polarization of macrophage in ccRCC tissues. Together, DLK2 may acts as a novel biomarker, even therapeutic target in ccRCC. However, this study lacks experimental validation, and further studies are required to support this viewpoint.
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Affiliation(s)
- Man-Gang Lee
- Department of Surgery, Division of Urology, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan;
- Department of Surgery, Division of Urology, Zuoying Branch of Kaohsiung Armed Forces General Hospital, Kaohsiung 81342, Taiwan
| | - Yung-Kuo Lee
- Medical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan;
| | - Shih-Chung Huang
- Department of Internal Medicine, Division of Cardiology, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan;
- Department of Internal Medicine, Division of Cardiology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 80424, Taiwan; (C.-L.C.); (C.-Y.K.); (S.-J.T.)
| | - Chen-Lin Chang
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 80424, Taiwan; (C.-L.C.); (C.-Y.K.); (S.-J.T.)
- Department of Psychiatry, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan
| | - Chou-Yuan Ko
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 80424, Taiwan; (C.-L.C.); (C.-Y.K.); (S.-J.T.)
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Tri-Service General Hospital, National Defense Medical Center, Taipei 11490, Taiwan
| | - Wen-Chin Lee
- Department of Internal Medicine, Division of Nephrology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan;
| | - Tung-Yuan Chen
- Department of Surgery, Division of Colorectal Surgery, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan;
| | - Shiow-Jyu Tzou
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 80424, Taiwan; (C.-L.C.); (C.-Y.K.); (S.-J.T.)
- Department of Nursing, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan
| | - Cheng-Yi Huang
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung 80424, Taiwan; (C.-Y.H.); (M.-H.T.)
- Department of Pathology, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan
| | - Ming-Hong Tai
- Institute of Biomedical Sciences, National Sun Yat-sen University, Kaohsiung 80424, Taiwan; (C.-Y.H.); (M.-H.T.)
- Center for Neuroscience, National Sun Yat-sen University, Kaohsiung 80424, Taiwan
| | - Yu-Wei Lin
- Department of Radiation Oncology, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan;
| | - Mei-Lang Kung
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung 813414, Taiwan;
| | - Ming-Chao Tsai
- Department of Internal Medicine, Division of Hepato-Gastroenterology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan;
| | - Yung-Lung Chen
- Section of Cardiology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan;
| | - Yi-Chen Chang
- Doctoral Degree Program in Marine Biotechnology, National Sun Yat-sen University and Academia Sinica, Kaohsiung 80424, Taiwan;
| | - Zhi-Hong Wen
- Department of Marine Biotechnology and Resources, Asia-Pacific Ocean Research Center, National Sun Yat-sen University, Kaohsiung 80424, Taiwan;
| | - Chao-Cheng Huang
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung 83301, Taiwan
- Biobank and Tissue Bank, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
- Correspondence: (C.-C.H.); (T.-H.C.); Tel.: +886-7-731-7123 (ext. 2557) (C.-C.H.); +886-7-749-6751 (ext. 726201) (T.-H.C.)
| | - Tian-Huei Chu
- Medical Laboratory, Medical Education and Research Center, Kaohsiung Armed Forces General Hospital, Kaohsiung 80284, Taiwan;
- Correspondence: (C.-C.H.); (T.-H.C.); Tel.: +886-7-731-7123 (ext. 2557) (C.-C.H.); +886-7-749-6751 (ext. 726201) (T.-H.C.)
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Xu L, Liu F, Li H, Li M, Xie Y, Li Z, Guo Y. Comprehensive characterization of pathological stage-related genes of papillary thyroid cancer along with survival prediction. J Cell Mol Med 2021; 25:8390-8404. [PMID: 34342109 PMCID: PMC8419169 DOI: 10.1111/jcmm.16799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 06/08/2021] [Accepted: 07/09/2021] [Indexed: 02/05/2023] Open
Abstract
It is crucial to understand the differences across papillary thyroid cancer (PTC) stages, so as to provide a basis for individualized treatments. Here, comprehensive function characterization of PTC stage‐related genes was performed and a new prognostic signature was developed for advanced patients. Two gene modules were confirmed to be closely associated with PTC stages and further six hub genes were identified that yield excellent diagnostic efficiency between tumour and normal tissues. Genetic alteration analysis indicates that they are much conservative since mutations in the DNA of them rarely occur, but changes of DNA methylation on these six genes show that 12 DNA methylation sites are significantly associated with their corresponding genes' expression. Validation data set testing also suggests that these six stage‐related hub genes would be probably potential biomarkers for marking four stages. Subsequently, a 21‐mRNA‐based prognostic risk model was constructed for PTC stage III/IV patients and it could effectively predict the survival of patients with strong prognostic ability. Functional analysis shows that differential expression genes between high‐ and low‐risk patients would promote the progress of PTC to some extent. Moreover, tumour microenvironment (TME) of high‐risk patients may be more conducive to tumour growth by ESTIMATE analysis.
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Affiliation(s)
- Lei Xu
- College of Chemistry, Sichuan University, Chengdu, China
| | - Feng Liu
- Department of Thyroid Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Haiyan Li
- College of Chemistry, Sichuan University, Chengdu, China
| | - Menglong Li
- College of Chemistry, Sichuan University, Chengdu, China
| | - Yongmei Xie
- Department of Thyroid Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Zhihui Li
- Department of Thyroid Surgery, West China Hospital of Sichuan University, Chengdu, China.,Laboratory of Thyroid and Parathyroid Disease, Frontiers Science Center for Disease-related Molecular Network, West China Hospital of Sichuan University, Chengdu, China
| | - Yanzhi Guo
- College of Chemistry, Sichuan University, Chengdu, China
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10
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Chrysostomou S, Roy R, Prischi F, Thamlikitkul L, Chapman KL, Mufti U, Peach R, Ding L, Hancock D, Moore C, Molina-Arcas M, Mauri F, Pinato DJ, Abrahams JM, Ottaviani S, Castellano L, Giamas G, Pascoe J, Moonamale D, Pirrie S, Gaunt C, Billingham L, Steven NM, Cullen M, Hrouda D, Winkler M, Post J, Cohen P, Salpeter SJ, Bar V, Zundelevich A, Golan S, Leibovici D, Lara R, Klug DR, Yaliraki SN, Barahona M, Wang Y, Downward J, Skehel JM, Ali MMU, Seckl MJ, Pardo OE. Repurposed floxacins targeting RSK4 prevent chemoresistance and metastasis in lung and bladder cancer. Sci Transl Med 2021; 13:eaba4627. [PMID: 34261798 PMCID: PMC7611705 DOI: 10.1126/scitranslmed.aba4627] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 10/26/2020] [Accepted: 06/09/2021] [Indexed: 12/20/2022]
Abstract
Lung and bladder cancers are mostly incurable because of the early development of drug resistance and metastatic dissemination. Hence, improved therapies that tackle these two processes are urgently needed to improve clinical outcome. We have identified RSK4 as a promoter of drug resistance and metastasis in lung and bladder cancer cells. Silencing this kinase, through either RNA interference or CRISPR, sensitized tumor cells to chemotherapy and hindered metastasis in vitro and in vivo in a tail vein injection model. Drug screening revealed several floxacin antibiotics as potent RSK4 activation inhibitors, and trovafloxacin reproduced all effects of RSK4 silencing in vitro and in/ex vivo using lung cancer xenograft and genetically engineered mouse models and bladder tumor explants. Through x-ray structure determination and Markov transient and Deuterium exchange analyses, we identified the allosteric binding site and revealed how this compound blocks RSK4 kinase activation through binding to an allosteric site and mimicking a kinase autoinhibitory mechanism involving the RSK4's hydrophobic motif. Last, we show that patients undergoing chemotherapy and adhering to prophylactic levofloxacin in the large placebo-controlled randomized phase 3 SIGNIFICANT trial had significantly increased (P = 0.048) long-term overall survival times. Hence, we suggest that RSK4 inhibition may represent an effective therapeutic strategy for treating lung and bladder cancer.
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Affiliation(s)
- Stelios Chrysostomou
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Rajat Roy
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Filippo Prischi
- School of Biological Sciences, University of Essex, Colchester CO4 3SQ, UK
- Department of Life Sciences, Imperial College London, London SW7 2AZ, UK
| | - Lucksamon Thamlikitkul
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand
| | - Kathryn L Chapman
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
- Assay Biology, Domainex Ltd, Cambridge CB10 1XL, UK
| | - Uwais Mufti
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Robert Peach
- Department of Chemistry, Imperial College London, London SW7 2AZ, UK
- Department of Neurology, University Hospital Würzburg, 97080 Würzburg, Germany
| | - Laifeng Ding
- Key Laboratory of Magnetic Resonance in Biological Systems, National Centre for Magnetic Resonance in Wuhan, State Key Laboratory of Magnetic Resonance and Atomic and Molecular Physics, Wuhan Institute of Physics and Mathematics, Chinese Academy of Sciences, Wuhan 430071, China
| | - David Hancock
- Oncogene Biology Laboratory, The Francis Crick Institute, London NW1 1AT, UK
| | - Christopher Moore
- Oncogene Biology Laboratory, The Francis Crick Institute, London NW1 1AT, UK
| | - Miriam Molina-Arcas
- Oncogene Biology Laboratory, The Francis Crick Institute, London NW1 1AT, UK
| | - Francesco Mauri
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - David J Pinato
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Joel M Abrahams
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Silvia Ottaviani
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Leandro Castellano
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Georgios Giamas
- Department of Biochemistry and Biomedicine, School of Life Sciences, University of Sussex, Falmer, Brighton BN1 9QG, UK
| | - Jennifer Pascoe
- Department of Oncology, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK
| | - Devmini Moonamale
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | - Sarah Pirrie
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham B15 2TT, UK
| | - Claire Gaunt
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham B15 2TT, UK
| | - Lucinda Billingham
- Cancer Research UK Clinical Trials Unit, University of Birmingham, Birmingham B15 2TT, UK
| | - Neil M Steven
- Department of Oncology, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK
| | - Michael Cullen
- Department of Oncology, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TH, UK
| | - David Hrouda
- Department Urology, Charing Cross Hospital, London W6 8RF, UK
| | - Mathias Winkler
- Department Urology, Charing Cross Hospital, London W6 8RF, UK
| | - John Post
- MRC Protein Phosphorylation and Ubiquitylation Unit, School of Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH. UK
| | - Philip Cohen
- MRC Protein Phosphorylation and Ubiquitylation Unit, School of Life Sciences, University of Dundee, Dow Street, Dundee DD1 5EH. UK
| | | | - Vered Bar
- Curesponse, 6 Weizmann Street, 6423906 Tel Aviv, Israel
| | | | - Shay Golan
- Department of Urology, Rabin Medical Center, Jabotinsky St. 39, 4941492 Petah Tikva, Israel
| | - Dan Leibovici
- Department of Urology, Kaplan Medical Center, 7610001 Rehovot, Israel
| | - Romain Lara
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
- AstraZeneca, Discovery Science, R&D, Discovery Biology, Darwin Building, Cambridge Science Park, Milton Road, Cambridge CB4 0WG, UK
| | - David R Klug
- Department of Chemistry, Imperial College London, London SW7 2AZ, UK
| | - Sophia N Yaliraki
- Department of Chemistry, Imperial College London, London SW7 2AZ, UK
| | - Mauricio Barahona
- Department of Mathematics, Imperial College London, London SW7 2AZ, UK
| | - Yulan Wang
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore
| | - Julian Downward
- Oncogene Biology Laboratory, The Francis Crick Institute, London NW1 1AT, UK
| | - J Mark Skehel
- Biological Mass Spectrometry and Proteomics, MRC LMB, Cambridge CB2 0QH, UK
| | - Maruf M U Ali
- Department of Life Sciences, Imperial College London, London SW7 2AZ, UK.
| | - Michael J Seckl
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK.
| | - Olivier E Pardo
- Division of Cancer, Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK.
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11
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Han Y, Ji L, Guan Y, Ma M, Li P, Xue Y, Zhang Y, Huang W, Gong Y, Jiang L, Wang X, Xie H, Zhou B, Wang J, Wang J, Han J, Deng Y, Yi X, Gao F, Huang J. An epigenomic landscape of cervical intraepithelial neoplasia and cervical cancer using single-base resolution methylome and hydroxymethylome. Clin Transl Med 2021; 11:e498. [PMID: 34323415 PMCID: PMC8288011 DOI: 10.1002/ctm2.498] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 06/22/2021] [Accepted: 06/27/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Cervical cancer (CC) is the second leading cause of cancer death among women worldwide. Epigenetic regulation of gene expression through DNA methylation and hydroxymethylation plays a pivotal role during tumorigenesis. In this study, to analyze the epigenomic landscape and identify potential biomarkers for CCs, we selected a series of samples from normal to cervical intra-epithelial neoplasia (CINs) to CCs and performed an integrative analysis of whole-genome bisulfite sequencing (WGBS-seq), oxidative WGBS, RNA-seq, and external histone modifications profiling data. RESULTS In the development and progression of CC, there were genome-wide hypo-methylation and hypo-hydroxymethylation, accompanied by local hyper-methylation and hyper-hydroxymethylation. Hydroxymethylation prefers to distribute in the CpG islands and CpG shores, as displayed a trend of gradual decline from health to CIN2, while a trend of increase from CIN3 to CC. The differentially methylated and hydroxymethylated region-associated genes both enriched in Hippo and other cancer-related signaling pathways that drive cervical carcinogenesis. Furthermore, we identified eight novel differentially methylated/hydroxymethylated-associated genes (DES, MAL, MTIF2, PIP5K1A, RPS6KA6, ANGEL2, MPP, and PAPSS2) significantly correlated with the overall survival of CC. In addition, no any correlation was observed between methylation or hydroxymethylation levels and somatic copy number variations in CINs and CCs. CONCLUSION Our current study systematically delineates the map of methylome and hydroxymethylome from CINs to CC, and some differentially methylated/hydroxymethylated-associated genes can be used as the potential epigenetic biomarkers in CC prognosis.
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Affiliation(s)
- Yingxin Han
- Key Laboratory of Systems Biomedicine (Ministry of Education)Shanghai Centre for Systems BiomedicineShanghai Jiao Tong UniversityShanghaiChina
| | | | - Yanfang Guan
- Department of Computer Science and TechnologySchool of Electronic and Information EngineeringXi'an Jiao Tong UniversityXi'anChina
- GenePlus‐BeijingBeijingChina
| | | | | | - Yinge Xue
- Shanghai FLY Medical LaboratoryShanghaiChina
| | | | - Wanqiu Huang
- Key Laboratory of Systems Biomedicine (Ministry of Education)Shanghai Centre for Systems BiomedicineShanghai Jiao Tong UniversityShanghaiChina
| | | | - Li Jiang
- The Department of Obstetrics and GynecologyXinhua Hospital affiliated to Shanghai Jiao Tong UniversityShanghaiChina
| | - Xipeng Wang
- The Department of Obstetrics and GynecologyXinhua Hospital affiliated to Shanghai Jiao Tong UniversityShanghaiChina
| | - Hong Xie
- The Department of Obstetrics and GynecologyShenzhen People's HospitalShenzhenChina
| | - Boping Zhou
- The Department of Obstetrics and GynecologyShenzhen People's HospitalShenzhenChina
| | - Jiayin Wang
- Department of Computer Science and TechnologySchool of Electronic and Information EngineeringXi'an Jiao Tong UniversityXi'anChina
| | - Junwen Wang
- Genome Analysis Laboratory of the Ministry of AgricultureAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
| | - Jinghua Han
- Genome Analysis Laboratory of the Ministry of AgricultureAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
| | - Yuliang Deng
- Key Laboratory of Systems Biomedicine (Ministry of Education)Shanghai Centre for Systems BiomedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Xin Yi
- GenePlus‐BeijingBeijingChina
| | - Fei Gao
- Genome Analysis Laboratory of the Ministry of AgricultureAgricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
- Comparative Pediatrics and NutritionDepartment of Veterinary and Animal SciencesFaculty of Health and Medical SciencesUniversity of CopenhagenFrederiksbergDenmark
| | - Jian Huang
- Key Laboratory of Systems Biomedicine (Ministry of Education)Shanghai Centre for Systems BiomedicineShanghai Jiao Tong UniversityShanghaiChina
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12
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He D, Liao S, Cai L, Huang W, Xie X, You M. Integrated analysis of methylation-driven genes and pretreatment prognostic factors in patients with hepatocellular carcinoma. BMC Cancer 2021; 21:599. [PMID: 34034705 PMCID: PMC8146257 DOI: 10.1186/s12885-021-08314-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 05/06/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The potential reversibility of aberrant DNA methylation indicates an opportunity for oncotherapy. This study aimed to integrate methylation-driven genes and pretreatment prognostic factors and then construct a new individual prognostic model in hepatocellular carcinoma (HCC) patients. METHODS The gene methylation, gene expression dataset and clinical information of HCC patients were downloaded from The Cancer Genome Atlas (TCGA) database. Methylation-driven genes were screened with a Pearson's correlation coefficient less than - 0.3 and a P value less than 0.05. Univariable and multivariable Cox regression analyses were performed to construct a risk score model and identify independent prognostic factors from the clinical parameters of HCC patients. The least absolute shrinkage and selection operator (LASSO) technique was used to construct a nomogram that might act to predict an individual's OS, and then C-index, ROC curve and calibration plot were used to test the practicability. The correlation between clinical parameters and core methylation-driven genes of HCC patients was explored with Student's t-test. RESULTS In this study, 44 methylation-driven genes were discovered, and three prognostic signatures (LCAT, RPS6KA6, and C5orf58) were screened to construct a prognostic risk model of HCC patients. Five clinical factors, including T stage, risk score, cancer status, surgical method and new tumor events, were identified from 13 clinical parameters as pretreatment-independent prognostic factors. To avoid overfitting, LASSO analysis was used to construct a nomogram that could be used to calculate the OS in HCC patients. The C-index was superior to that from previous studies (0.75 vs 0.717, 0.676). Furthermore, LCAT was found to be correlated with T stage and new tumor events, and RPS6KA6 was found to be correlated with T stage. CONCLUSION We identified novel therapeutic targets and constructed an individual prognostic model that can be used to guide personalized treatment in HCC patients.
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Affiliation(s)
- Dongsheng He
- Department of Medical Oncology, The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, 351100, China
| | - Shengyin Liao
- Department of Medical Oncology, The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, 351100, China
| | - Lifang Cai
- Department of Medical Oncology, The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, 351100, China
| | - Weiming Huang
- Department of Medical Oncology, The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, 351100, China
| | - Xuehua Xie
- Department of Medical Oncology, The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, 351100, China
| | - Mengxing You
- Department of Medical Oncology, The First Hospital of Putian, Teaching Hospital, Fujian Medical University, Putian, 351100, China.
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13
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Xiang Z, Shen E, Li M, Hu D, Zhang Z, Yu S. Potential prognostic biomarkers related to immunity in clear cell renal cell carcinoma using bioinformatic strategy. Bioengineered 2021; 12:1773-1790. [PMID: 34002666 PMCID: PMC8806734 DOI: 10.1080/21655979.2021.1924546] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
The clear cell renal cell carcinoma (ccRCC) is the main pathological subtype of renal cell carcinoma. Immune system evasion, one hallmark of cancer, contributes to cancer cells in escaping from the attack of immune cells. In order to identify potential prognostic biomarkers in ccRCC patients and immune cells fraction, we collected and downloaded profiles from The Cancer Genome Atlas (TCGA) database and Gene Expression Omnibus (GEO) database. We obtained 2 modules significantly associated with tumor stage and immune cells; functional enrichment analysis showed that genes in the module ‘yellow’ were significantly enriched in proteins targeting to membrane and ribosome, as well as the oxidative phosphorylation pathway, while genes in the module ‘green’ mainly participate in molecular functions associated with immunity like activation of T cells. Four LncRNAs (LINC00472, AL590094.1, AL365203.3, and AC147651.3) and RPL27A and RPL22L1 in the module ‘yellow’ and two lncRNAs (LINC00426 and AC129507.2) and five protein-coding genes (CSF1, NOD2, ITGAE, CD7, and PDCD1) in the module ‘green’ represented independent prognostic values in patients with ccRCC. Expression of LINC0042, NOD2, CD7, and PDCD1 were significantly correlated with ratio of immune cells (like T cells CD8 and resting mast cells). LINC00426, with significant correlation with immune cell fraction, shows potential prognostic value in ccRCC patients. Our findings provide a strategy in exploring biomarkers with prognostic significance and significant association with the fraction of immune cells.
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Affiliation(s)
- Zhenfei Xiang
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Erdong Shen
- Department of Oncology, The First People's Hospital of Yueyang, Yueyang, Hunan, China
| | - Mingyao Li
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Danfei Hu
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Zhanchun Zhang
- Department of Radiation Oncology, Ningbo Medical Center Lihuili Hospital, Ningbo University, Ningbo, Zhejiang, China
| | - Senquan Yu
- Department of Medical Oncology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
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14
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Xu J, Jia Q, Zhang Y, Yuan Y, Xu T, Yu K, Chai J, Wang K, Chen L, Xiao T, Li M. Prominent roles of ribosomal S6 kinase 4 (RSK4) in cancer. Pathol Res Pract 2021; 219:153374. [PMID: 33621918 DOI: 10.1016/j.prp.2021.153374] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 02/05/2021] [Accepted: 02/08/2021] [Indexed: 11/19/2022]
Abstract
RSK4 refers to one Ser/Thr protein kinase functioning downstream pertaining to the signaling channel of protein kinase (MAPK) stimulated by Ras/mitogen. RSK4 can regulate numerous substrates impacting cells' surviving state, growing processes and proliferating process. Thus, dysregulated RSK4 active state display a relationship to several carcinoma categories, covering breast carcinoma, esophageal squamous cell carcinoma, glioma, colorectal carcinoma, lung carcinoma, ovarian carcinoma, leukemia, endometrial carcinoma, and kidney carcinoma. Whether RSK4 is a tumor suppressor gene or one oncogene remains controversial. No specific inhibiting elements for RSK4 have been found. This review briefs the existing information regarding RSK4 activating process, the function and mechanism of RSK4 in different tumors, and the research progress and limitations of existing RSK inhibitors. RSK4 may be a potential target of molecular therapy medicine in the future.
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Affiliation(s)
- Junpeng Xu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Qingge Jia
- Xi'an International Medical Center, Northwest University, Xi'an, China
| | - Yan Zhang
- Children's Heart Disease Center, Sichuan Maternal and Child Health Hospital, Chengdu, China
| | - Yuan Yuan
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Tianqi Xu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Kangjie Yu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Jia Chai
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Kaijing Wang
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Ligang Chen
- Department of Neurology, General Hospital of Northern Theater Command, Shenyang, China.
| | - Tian Xiao
- State Key Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, School of Basic Medicine, Fourth Military Medical University, Xi'an, China.
| | - Mingyang Li
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital, Fourth Military Medical University, Xi'an, China.
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15
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Li MY, Fan LN, Han DH, Yu Z, Ma J, Liu YX, Li PF, Zhao DH, Chai J, Jiang L, Li SL, Xiao JJ, Duan QH, Ye J, Shi M, Nie YZ, Wu KC, Liao DJ, Shi Y, Wang Y, Yan QG, Guo SP, Bian XW, Zhu F, Zhang J, Wang Z. Ribosomal S6 protein kinase 4 promotes radioresistance in esophageal squamous cell carcinoma. J Clin Invest 2021; 130:4301-4319. [PMID: 32396532 DOI: 10.1172/jci134930] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 05/06/2020] [Indexed: 12/31/2022] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) is one of the most aggressive cancers and is highly resistant to current treatments. ESCC harbors a subpopulation of cells exhibiting cancer stem-like cell (CSC) properties that contribute to therapeutic resistance including radioresistance, but the molecular mechanisms in ESCC CSCs are currently unknown. Here, we report that ribosomal S6 protein kinase 4 (RSK4) plays a pivotal role in promoting CSC properties and radioresistance in ESCC. RSK4 was highly expressed in ESCC CSCs and associated with radioresistance and poor survival in patients with ESCC. RSK4 was found to be a direct downstream transcriptional target of ΔNp63α, the main p63 isoform, which is frequently amplified in ESCC. RSK4 activated the β-catenin signaling pathway through direct phosphorylation of GSK-3β at Ser9. Pharmacologic inhibition of RSK4 effectively reduced CSC properties and improved radiosensitivity in both nude mouse and patient-derived xenograft models. Collectively, our results strongly suggest that the ΔNp63α/RSK4/GSK-3β axis plays a key role in driving CSC properties and radioresistance in ESCC, indicating that RSK4 is a promising therapeutic target for ESCC treatment.
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Affiliation(s)
- Ming-Yang Li
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Lin-Ni Fan
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Dong-Hui Han
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Zhou Yu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Jing Ma
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Yi-Xiong Liu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Pei-Feng Li
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Dan-Hui Zhao
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Jia Chai
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Lei Jiang
- Shanghai Key Laboratory of New Drug Design, State Key Laboratory of Bioreactor Engineering, School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Shi-Liang Li
- Shanghai Key Laboratory of New Drug Design, State Key Laboratory of Bioreactor Engineering, School of Pharmacy, East China University of Science and Technology, Shanghai, China
| | - Juan-Juan Xiao
- Cancer Research Institute, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Qiu-Hong Duan
- Department of Biochemistry and Molecular Biology, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, China
| | - Jing Ye
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Mei Shi
- Department of Radiation Oncology and
| | - Yong-Zhan Nie
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Kai-Chun Wu
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Dezhong Joshua Liao
- Department of Pathology, Second Hospital, Guizhou University of Traditional Chinese Medicine, Guiyang, China
| | - Yu Shi
- Institute of Pathology and Southwest Cancer Center, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Yan Wang
- Institute of Pathology and Southwest Cancer Center, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Qing-Guo Yan
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Shuang-Ping Guo
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
| | - Xiu-Wu Bian
- Institute of Pathology and Southwest Cancer Center, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Feng Zhu
- Cancer Research Institute, Affiliated Hospital of Guilin Medical University, Guilin, China.,Department of Biochemistry and Molecular Biology, School of Basic Medicine, Huazhong University of Science and Technology, Wuhan, China
| | - Jian Zhang
- State Key Laboratory of Cancer Biology, Department of Biochemistry and Molecular Biology, School of Basic Medicine, and.,Key Laboratory of Gastrointestinal Pharmacology of Chinese Materia Medica of the State Administration of Traditional Chinese Medicine, School of Pharmacy, Fourth Military Medical University, Xi'an, China
| | - Zhe Wang
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an, China
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Mei Y, Liao X, Zhu L, Yang H. Overexpression of RSK4 reverses doxorubicin resistance in human breast cancer cells via PI3K/AKT signalling pathway. J Biochem 2021; 167:603-611. [PMID: 31960922 DOI: 10.1093/jb/mvaa009] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 01/13/2020] [Indexed: 12/29/2022] Open
Abstract
Doxorubicin (DOX) is one of the most effective chemotherapy drugs for the treatment of metastatic breast cancer (BC), but drug resistance becomes an obstacle to treatment. This study aims to investigate the role of Ribosomal S6 protein kinase 4 (RSK4) in regulating BC resistance to DOX. We first used Kaplan-Meier Plotter to identify the prognostic roles of RSK4 in BC. DOX-resistant BC cells (MCF-7/DOX) were constructed and the expression of RSK4 was determined by reverse transcript polymerase chain reaction and western blot. Subsequently, we overexpressed the RSK4 in MCF-7/DOX cells, and measured drug resistance, colony formation, cell migration, invasion ability and cell apoptosis after transfection. In addition, western blot was used to explore the expression of apoptosis-related proteins and BC-resistance protein. Effects of RSK4 on activation of the PI3K/AKT signalling pathway were also tested. Furthermore, tumour xenograft in nude mice was constructed to observe the effect of RSK4 overexpression on tumour growth in vivo. In conclusion, RSK4 was positively correlated with survival rate in BC patients, which is lowly expressed in MCF-7/DOX. Meanwhile, the overexpression of RSK4 may inhibit drug resistance, cell migration, invasion, apoptosis and tumour growth. RSK4 may effectively attenuate DOX resistance in BC by inhibiting the PI3K/AKT signalling pathway.
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Affiliation(s)
- Yan Mei
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, P.R. China
| | - Xiaoming Liao
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, P.R. China
| | - Lingyu Zhu
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, P.R. China
| | - Huawei Yang
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, P.R. China
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Chen L, Xu T, Jia Q, Wang X, Li M, Liang G. RSK4: a new prognostic factor in glioma. Pathol Res Pract 2020; 216:153020. [PMID: 32703488 DOI: 10.1016/j.prp.2020.153020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/11/2020] [Accepted: 05/14/2020] [Indexed: 12/13/2022]
Abstract
Glioma is the most common and fatal brain tumour and has a poor prognosis. Ribosomal S6 protein kinase 4 (RSK4) has been found to be involved in multiple tumour types; however, the role of RSK4 in gliomas and its clinical relevance remain unclear. In the present study, RSK4 expression was found to be significantly increased in glioma tissues compared with matched adjunct non-noncancerous tissues. Moreover, the expression of RSK4 was significantly higher in high-grade (III and IV) glioma tissues than in low-grade (I and II) glioma tissues. The data showed that the expression of RSK4 was significantly correlated with WHO grade, three-year survival rate and five-year survival rate. Kaplan-Meier analyses showed that patients with high RSK4 expression had poor overall survival. In addition, multivariate Cox regression analysis showed that RSK4 might be an independent prognostic factor in glioma patients. Collectively, these results suggest that RSK4 may be a new prognostic factor in glioma patients, and RSK4 is expected to be a potential biomarker and a potential target for glioma therapy.
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Affiliation(s)
- Ligang Chen
- Department of Neurology, General Hospital of Northern Theater Command, Shenyang 110016, China
| | - Tianqi Xu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an 710032, China
| | - Qingge Jia
- Second Retired Cadres Sanitarium of Xi'an, Shaanxi Province Military Region, Xi'an 710032, China
| | - Xiaokai Wang
- Department of Pathology, General Hospital of Northern Theater Command, Shenyang 110016, China
| | - Mingyang Li
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Xi'an 710032, China.
| | - Guobiao Liang
- Department of Neurology, General Hospital of Northern Theater Command, Shenyang 110016, China.
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Ma J, Li M, Chai J, Wang K, Li P, Liu Y, Zhao D, Xu J, Yu K, Yan Q, Guo S, Wang Z, Fan L. Expression of RSK4, CD44 and MMP-9 is upregulated and positively correlated in metastatic ccRCC. Diagn Pathol 2020; 15:28. [PMID: 32209138 PMCID: PMC7093975 DOI: 10.1186/s13000-020-00948-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 03/19/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND To investigate the expression and function of RSK4, MMP-9 and CD44 in primary clear cell renal cell carcinoma (primary ccRCC) and metastatic clear cell renal cell carcinoma (metastatic ccRCC), as well as the correlation with clinicopathological features of patients. METHOD The expression levels of RSK4, CD44 and MMP-9 in 52 primary ccRCC samples and 48 metastatic ccRCC samples were detected by immunohistochemistry, and the relationship between RSK4, CD44 and MMP-9 expression and clinicopathological features as well as prognosis of metastatic ccRCC patients was statistically analysed. Ectopic RSK4 expression in ccRCC cell lines was performed to determine its effect on cell cycle regulation, tumour invasiveness, and metastatic capability. RESULTS The positive rates of RSK4, MMP-9 and CD44 expression in metastatic ccRCC tissues were 75, 68.75 and 91.7%, respectively, while the rates in primary ccRCC tissues were 44.2, 34.6 and 69.2%, respectively. Thus, the positive rates in metastatic ccRCC were higher than those in primary ccRCC (PRSK4 = 0. 002; PMMP-9 = 0. 002; PCD44 = 0. 001). However, the expression of RSK4, CD44 and MMP-9 was unrelated to age, gender, or metastatic sites (P > 0.05) but was related to WHO/ISUP nucleolar grade (PRSK4 = 0.019; PCD44 = 0.026; PMMP-9 = 0.049). In metastatic ccRCC, expression among the three proteins showed a positive correlation (P = 0.008). Moreover, expression between RSK4 and CD44 (P = 0.019) and MMP-9 and CD44 (P = 0.05) also showed positive correlations, whereas RSK4 and MMP-9 showed no significant correlation (P = 1.00). Molecular studies showed that overexpression of RSK4 could enhance the invasive and migratory abilities of ccRCC cell lines through the regulation of CD44 and MMP-9 expression and vice versa. CONCLUSIONS The overexpression of RSK4, MMP-9 and CD44 is associated with the invasion and metastasis of ccRCC, indicating that they could be potential prognostic factors and serve as new potential therapeutic targets for ccRCC.
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Affiliation(s)
- Jing Ma
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Mingyang Li
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Jia Chai
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Kaijing Wang
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Peifeng Li
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
- Department of Pathology, The 960th Hospital of PLA, Jinan, Shandong China
| | - Yixiong Liu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Danhui Zhao
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Junpeng Xu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Kangjie Yu
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Qingguo Yan
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Shuangping Guo
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Zhe Wang
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
| | - Linni Fan
- State Key Laboratory of Cancer Biology, Department of Pathology, Xijing Hospital and School of Basic Medicine, Fourth Military Medical University, Changle West Road #169, Xi’an, 710032 Shaan Xi Province China
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Ye Q, Wang X, Jin M, Wang M, Hu Y, Yu S, Yang Y, Yang J, Cai J. Effect of RSK4 on biological characteristics of colorectal cancer. World J Surg Oncol 2018; 16:240. [PMID: 30579335 PMCID: PMC6303929 DOI: 10.1186/s12957-018-1474-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 08/09/2018] [Indexed: 12/20/2022] Open
Abstract
Background This study aimed to investigate the expression of P90 Ribosomal Protein S6 kinase 4 (RSK4) in colorectal cancer cells and its biological function. Methods We selected early SW480 and HCT116 colorectal cancer cell lines, using Lipofectamine™ 2000 transfection reagent carrying RSK4 gene transfected into cells to establish the colorectal cancer cell lines with high expression of RSK4. RT-PCR and western blot (WB) analysis confirmed RSK4 expression in SW480 and HCT116 cancer cell lines. We used methylthiazoltetrazolium (MTT) assay and flow cytometry to detect the proliferation of colorectal cancer cells. After transfection of RSK4, the effect of RSK4 on the RNA levels associated with epithelial–mesenchymal transition (EMT) of colorectal cancer cells was analyzed by real-time fluorescence quantitative PCR and the expression of EMT-related protein was detected by WB analysis. Results After transfection of RSK4 overexpression, the MTT assay detected that RSK4 could significantly inhibit the growth of colorectal cancer cells in vitro; flow cytometry detected that S-phase cells decreased significantly, and G0/1 cells increased significantly (P < 0.05). The invasion ability of SW480 and HCT116 cells transfected with RSK4 was markedly lower than that in the control group, and the difference was statistically significant (P < 0.05). Fluorescent quantitative PCR and WB analysis showed that the expression of EMT-associated molecular E-cadherin was remarkably increased and the expression of Snail was significantly decreased (P < 0.01). Conclusion RSK4 gene in colorectal cancer cell lines with low expression of RSK4 after transfection can inhibit the growth and invasion of tumor cells. RSK4 gene may inhibit EMT and inhibit metastasis of colorectal cancer cells, may be a potential tumor suppressor gene and inhibit tumor distant metastasis, and may provide the biological basis for new therapeutic targets.
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Affiliation(s)
- Qingqing Ye
- Department of Breast Surgery, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China
| | - Xuan Wang
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China
| | - Min Jin
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology (HUST), Wuhan, Hubei, China
| | - Meng Wang
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China
| | - Yan Hu
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China
| | - Shihu Yu
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China
| | - Yonghua Yang
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China
| | - Jiyuan Yang
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China.
| | - Jun Cai
- Department of Oncology, First Affiliated Hospital of Yangtze University, Jingzhou, 434000, Hubei, China.
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Fang YY, Ma FC, Gan XL, Luo WQ, He RQ, Xie HM, Li SY, Chen G, Wei DM, Hu XH. Clinicopathological significance of ribosomal protein S6 kinase A6 in lung squamous cell carcinoma: an immunohistochemical and RNA-seq study. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2018; 11:1318-1327. [PMID: 31938227 PMCID: PMC6958139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/16/2017] [Accepted: 01/23/2018] [Indexed: 06/10/2023]
Abstract
Ribosomal protein S6 kinase A6 (RPS6KA6) is a downstream factor of the ERK-MAPK pathway and has been extensively studied in various types of cancer. However, the role of RPS6KA6 in lung squamous cell carcinoma (LUSC) remains unclear. This study investigated expression of the RPS6KA6 and its clinicopathological correlation with LUSC and explored genetic alterations in the ribosomal protein S6 kinase (RSK) family in LUSC and their impact on the survival of patients. Expression of the RPS6KA6 protein in 175 LUSC samples and 30 normal lung tissues samples was determined by immunohistochemistry (IHC). RPS6KA6 protein expression in the LUSC tissues was significantly higher compared with that in the normal lung tissues (P=0.017). Overexpression of RPS6KA6 protein correlated with tumor size (r=0.260, P=0.001), lymph node metastasis (r=0.683, P<0.001), and TNM stage (r=0.378, P<0.001). RPS6KA6 RNA-seq data were obtained from the Cancer Genome Atlas (TCGA) and ONCOMINE database. RPS6KA6 mRNA expression in the LUSC tissues was significantly higher than that in paired noncancerous samples (TCGA: P=0.005; ONCOMINE: P=0.018). According to the cBioPortal online software, three detecting methods, including Seqv2, Array and U133, identified that the frequency of the genetic alterations in the RSKs in LUSC were 77%, 44%, and 42%, respectively. However, survival analysis of LUSC patients with or without RSKs genetic alterations reached no statistical significance. This study suggests that RPS6KA6 may be an oncogene in LUSC, and that expression of the RPS6KA6 protein is associated with the progression of LUSC. The RSK genes are frequently altered in LUSC, but the alterations have no significant effect on the survival of patients.
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Affiliation(s)
- Ye-Ying Fang
- Department of Radiotherapy, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Fu-Chao Ma
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Xu-Li Gan
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Wen-Qi Luo
- Department of Pathology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Rong-Quan He
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Hui-Min Xie
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Shi-Yu Li
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Dan-Ming Wei
- Department of Pathology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Xiao-Hua Hu
- Department of Medical Oncology, First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
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He Q, He R, Luo W, Gan X, Ma J, Chen G, Li P, Lan D, Hu X. Expression of RSK4 in lung adenocarcinoma tissue and its clinicopathological value: a study based on RNA-seq data and immunohistochemistry. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2017; 10:11405-11414. [PMID: 31966496 PMCID: PMC6966026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 09/28/2017] [Indexed: 06/10/2023]
Abstract
The clinical significance of p90-kDa ribosomal S6 kinase (RSK) family members in lung adenocarcinoma (LUAD) is unknown. The aim of this study was to analyze genomic alterations in RSK family membersand investigate the expression and clinicopathological significance of RSK4 in LUAD tissues. Genomic calterations of RSK family, overall survival, andinteraction networks were analyzed in patients with LUAD (n=522), using data from The Cancer Genome Atlas (TCGA) database. The expression of RSK4 protein was investigated in an independent cohort of patients with LUAD (n=127) by immunohistochemistry, and relationships between RSK4 protein levels and clinicopathological parameters of LUAD were analyzed. Patients with LUAD with RSK genomic alterations had significantly better overall survival than patients without alterations (P=0.026). RSK4 mRNA was overexpressed in LUAD compared with noncancerous lung tissue (P=0.013), and the diagnostic value of RSK4 expression was moderate, as evaluated by a value of 0.603 for the area under the receiver operator characteristic curve (95% CI, 0.551-0.655; P=0.01). RSK4 protein levels were significantly higher in LUAD than in para-carcinoma tissue (P=0.002); moreover, RSK4 protein expression was closely associated with TNM stage (P<0.001), tumor diameter (P<0.001), lymphatic metastasis (P<0.001), and distant metastasis (P=0.003). In conclusion, alterations to RSK family members may affect tumor progression in LUAD. RSK4 is a potentially useful molecular biomarker for LAUD diagnosis and may predict disease progression in patients with this condition.
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Affiliation(s)
- Qiancheng He
- Department of General Medicine, The First Affiliated Hospital of Wenzhou Medical UniversityWenzhou 325000, Zhejiang Province, P. R. China
| | - Rongquan He
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Wenqi Luo
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Xuli Gan
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Jie Ma
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Gang Chen
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Ping Li
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Dong Lan
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
| | - Xiaohua Hu
- Department of Medical Oncology, The First Affiliated Hospital of Guangxi Medical UniversityNanning 530021, Guangxi Zhuang Autonomous Region, P. R. China
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Liu R, Liu T, Wei W, Guo K, Yang N, Tian S, Zhu J, Liu Y, Zhou W, Yang H. Novel interacting proteins identified by tandem affinity purification coupled to nano LC–MS/MS interact with ribosomal S6 protein kinase 4 (RSK4) and its variant protein (RSK4m). Int J Biol Macromol 2017; 96:421-428. [DOI: 10.1016/j.ijbiomac.2016.12.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Revised: 12/05/2016] [Accepted: 12/12/2016] [Indexed: 12/16/2022]
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Abstract
INTRODUCTION The p90 ribosomal S6 kinases (RSK) are a family of Ser/Thr protein kinases that are downstream effectors of MEK1/2-ERK1/2. Increased RSK activation is implicated in the etiology of multiple pathologies, including numerous types of cancers, cardiovascular disease, liver and lung fibrosis, and infections. AREAS COVERED The review summarizes the patent and scientific literature on small molecule modulators of RSK and their potential use as therapeutics. The patents were identified using World Intellectual Property Organization and United States Patent and Trademark Office databases. The compounds described are predominantly RSK inhibitors, but a RSK activator is also described. The majority of the inhibitors are not RSK-specific. EXPERT OPINION Based on the overwhelming evidence that RSK is involved in a number of diseases that have high mortalities it seems surprising that there are no RSK modulators that have pharmacokinetic properties suitable for in vivo use. MEK1/2 inhibitors are in the clinic, but the efficacy of these compounds appears to be limited by their side effects. We hypothesize that targeting the downstream effectors of MEK1/2, like RSK, are an untapped source of drug targets and that they will generate less side effects than MEK1/2 inhibitors because they regulate fewer effectors.
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Affiliation(s)
- Katarzyna A Ludwik
- a Department of Pathology, Microbiology & Immunology , Vanderbilt University , Nashville , TN , USA
| | - Deborah A Lannigan
- a Department of Pathology, Microbiology & Immunology , Vanderbilt University , Nashville , TN , USA.,b Department of Cancer Biology , Vanderbilt University , Nashville , TN , USA
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Xue J, Yang G, Ding H, Wang P, Wang C. Role of NSC319726 in ovarian cancer based on the bioinformatics analyses. Onco Targets Ther 2016; 8:3757-65. [PMID: 26719703 PMCID: PMC4689271 DOI: 10.2147/ott.s86343] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Aim This study aimed to explore the molecular mechanisms of NSC319726 in ovarian cancer by bioinformatics analyses. Methods Gene expression profile GSE35972 was downloaded from the Gene Expression Omnibus database. The data set contains six samples, including three samples of TOV112D cells untreated and three samples of TOV112D cells treated with NSC319726. The differentially expressed genes (DEGs) between untreated and treated samples were analyzed using the limma package. Kyoto Encyclopedia of Genes and Genomes pathway analysis was performed using the signaling pathway impact analysis package, followed by the functional annotation of DEGs and protein–protein interaction network construction. Finally, the subnetwork was identified, and Gene Ontology functional enrichment analysis was performed on the DEGs enriched in the subnetwork. Results A total of 120 upregulated and 126 downregulated DEGs were identified. Six Kyoto Encyclopedia of Genes and Genomes pathways were significantly perturbed by DEGs, and the pathway of oocyte meiosis was identified as the most perturbed one. Oocyte meiosis was enriched by eight downregulated DEGs, such as ribosomal protein S6 kinase, 90 kDa, and polypeptide 6 (RPS6KA6). After functional annotation, eight transcription factors were upregulated (such as B-cell CLL/lymphoma 6 [BCL6]), and three transcription factors were downregulated. Seven tumor suppressor genes, such as forkhead box O3 (FOXO3), were upregulated. Additionally, in the protein–protein interaction network and subnetwork, cyclin B1 (CCNB1) and cell division cycle 20 (CDC20) were hub genes, which were also involved in the functions related to mitotic cell cycle. Conclusion NSC319726 may play an efficient role against ovarian cancer via targeting genes, such as RPS6KA6, BCL6, FOXO3, CCNB1, and CDC20, which are involved in oocyte meiosis pathway.
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Affiliation(s)
- Ji Xue
- Department of Chinese Medicine, The Second Hospital of Jilin University, People's Republic of China
| | - Guang Yang
- Department of Chinese Medicine, The Second Hospital of Jilin University, People's Republic of China
| | - Hong Ding
- Department of Chinese Medicine, The Second Hospital of Jilin University, People's Republic of China
| | - Pu Wang
- The Clinical Medical College of Jilin University (Grade 2013), People's Republic of China
| | - Changhong Wang
- Department of Chinese Medicine, China-Japan Union Hospital of Jilin University, Changchun City, People's Republic of China
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Li X, Guo F, Liu Y, Chen HJ, Wen F, Zou B, Li D, Qin Q, Liu X, Shen Y, Wang Y. NLRC5 expression in tumors and its role as a negative prognostic indicator in stage III non-small-cell lung cancer patients. Oncol Lett 2015; 10:1533-1540. [PMID: 26622704 DOI: 10.3892/ol.2015.3471] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 05/20/2015] [Indexed: 02/05/2023] Open
Abstract
Major histocompatibility complex (MHC) class I molecules have a crucial role in tumor immune evasion; however, the association of MHC class I molecules with outcomes in cancer patients remains controversial. Nucleotide-binding oligomerization-like receptor family caspase recruitment domain-containing 5 (NLRC5) has been reported to be a MHC class I transactivator. However, the expression and function of NLRC5 in cancer remains to be elucidated. The present study aimed to retrospectively examine NLRC5 expression in human tumor tissues and its association with clinical outcomes of non-small-cell lung cancer (NSCLC) stage III patients. The expression of MHC class I and NLRC5 in NSCLC were detected using immunohistochemistry (IHC). The association between their expression levels was assessed using the Pearson's χ2 test and their association with survival was assessed using Kaplan-Meier analysis and the log-rank test. In addition, the expression of NLRC5 and MHC class I were examined in 323 cases of seven other types of tumors and their correlations were studied. The results revealed that the expression of NLRC5 was correlated with that of MHC class I in NSCLC patients (P=0.008). MHC class I-positive and nuclear NLRC5-positive NSCLC patients were found to have shorter overall survival (OS) rates (log-rank, P=0.032 and P=0.039, respectively). In addition, in the seven different tumor types, there was a significant correlation between MHC class I and NLRC5 nuclear expression (P<0.001) as well as MHC class I and NLRC5 cytoplasmic expression (P=0.003). In conclusion, NLRC5 was demonstrated to be widely expressed in eight tumor tissues and its expression was correlated with that of MHC class I. Of note, nuclear NLRC5-negative and MHC class I-negative stage III NSCLC patients had improved OS rates compared to those with positive expression. Therefore, NLRC5 and MHC class I may be negative prognostic indicators in NSCLC stage III patients.
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Affiliation(s)
- Xiaoyu Li
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Fuchun Guo
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Yongmei Liu
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Hui-Jiao Chen
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Feng Wen
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Binwen Zou
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Dan Li
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Qin Qin
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Xiaoke Liu
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Yali Shen
- Department of Abdomen Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
| | - Yongsheng Wang
- Department of Thoracic Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, P.R. China
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