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Wu S, Sun X, Hua R, Hu C, Qin L. DDX21 functions as a potential novel oncopromoter in pancreatic ductal adenocarcinoma: a comprehensive analysis of the DExD box family. Discov Oncol 2024; 15:333. [PMID: 39095628 PMCID: PMC11297014 DOI: 10.1007/s12672-024-01204-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 07/29/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal tumor with an ill-defined pathogenesis. DExD box (DDX) family genes are widely distributed and involved in various RNA metabolism and cellular biogenesis; their dysregulation is associated with aberrant cellular processes and malignancies. However, the prognostic significance and expression patterns of the DDX family in PDAC are not fully understood. The present study aimed to explore the clinical value of DDX genes in PDAC. METHODS Differentially expressed DDX genes were identified. DDX genes related to prognostic signatures were further investigated using LASSO Cox regression analysis. DDX21 protein expression was analyzed using the UALCAN and human protein atlas (HPA) online tools and confirmed in 40 paired PDAC and normal tissues through Tissue Microarrays (TMA). The independent prognostic significance of DDX21 in PDAC was determined through the construction of nomogram models and calibration curves. The functional roles of DDX21 were investigated using gene ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Enrichment Analysis (GSEA). Cell proliferation, invasion, and migration were assessed using Cell Counting Kit-8, colony formation, Transwell, and wound healing assays. RESULTS Upregulation of genes related to prognostic signatures (DDX10, DDX21, DDX60, and DDX60L) was significantly associated with poor prognosis of patients with PDAC based on survival and recurrence time. Considering the expression profile and prognostic values of the signature-related genes, DDX21 was finally selected for further exploration. DDX21 was overexpressed significantly at both the mRNA and protein levels in PDAC compared to normal pancreatic tissues. DDX21 expression, pathological stage, and residual tumor were significant independent prognostic indicators in PDAC. Moreover, functional enrichment analysis revealed that Genes co-expressed with DDX21 are predominantly involved in RNA metabolism, helicase activity, ribosome biogenesis, cell cycle, and various cancer-related pathways, such as PI3K/Akt signaling pathway and TGF-β signaling pathway. Furthermore, in vitro experiments confirmed that the knockdown of DDX21 significantly reduced MIA PaCa-2 cell viability, proliferation, migration, and invasion. CONCLUSIONS Four signature-related genes could relatively precisely predict the prognosis of patients with PDAC. Specifically, DDX21 upregulation may signal an unfavorable prognosis by negatively affecting the biological properties of PDAC cells. DDX21 may be considered as a candidate therapeutic target in PDAC.
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Affiliation(s)
- Shaohan Wu
- Department of General Surgery, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, 215006, Jiangsu, China
- Department of General Surgery, the Second Affiliated Hospital of Jiaxing University, No. 1518, Huancheng North Road, Jiaxing, 314000, Zhejiang, China
| | - Xiaofang Sun
- Department of General Surgery, the Second Affiliated Hospital of Jiaxing University, No. 1518, Huancheng North Road, Jiaxing, 314000, Zhejiang, China
| | - Ruheng Hua
- Department of General Surgery, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, 215006, Jiangsu, China
| | - Chundong Hu
- Department of General Surgery, the Second Affiliated Hospital of Jiaxing University, No. 1518, Huancheng North Road, Jiaxing, 314000, Zhejiang, China
| | - Lei Qin
- Department of General Surgery, The First Affiliated Hospital of Soochow University, No. 899, Pinghai Road, Suzhou, 215006, Jiangsu, China.
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Ribera J, Portolés I, Córdoba-Jover B, Rodríguez-Vita J, Casals G, González-de la Presa B, Graupera M, Solsona-Vilarrasa E, Garcia-Ruiz C, Fernández-Checa JC, Soria G, Tudela R, Esteve-Codina A, Espadas G, Sabidó E, Jiménez W, Sessa WC, Morales-Ruiz M. The loss of DHX15 impairs endothelial energy metabolism, lymphatic drainage and tumor metastasis in mice. Commun Biol 2021; 4:1192. [PMID: 34654883 PMCID: PMC8519955 DOI: 10.1038/s42003-021-02722-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 09/24/2021] [Indexed: 01/29/2023] Open
Abstract
DHX15 is a downstream substrate for Akt1, which is involved in key cellular processes affecting vascular biology. Here, we explored the vascular regulatory function of DHX15. Homozygous DHX15 gene deficiency was lethal in mouse and zebrafish embryos. DHX15-/- zebrafish also showed downregulation of VEGF-C and reduced formation of lymphatic structures during development. DHX15+/- mice depicted lower vascular density and impaired lymphatic function postnatally. RNAseq and proteome analysis of DHX15 silenced endothelial cells revealed differential expression of genes involved in the metabolism of ATP biosynthesis. The validation of these results demonstrated a lower activity of the Complex I in the mitochondrial membrane of endothelial cells, resulting in lower intracellular ATP production and lower oxygen consumption. After injection of syngeneic LLC1 tumor cells, DHX15+/- mice showed partially inhibited primary tumor growth and reduced lung metastasis. Our results revealed an important role of DHX15 in vascular physiology and pave a new way to explore its potential use as a therapeutical target for metastasis treatment.
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Affiliation(s)
- Jordi Ribera
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
| | - Irene Portolés
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
| | - Bernat Córdoba-Jover
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
| | - Juan Rodríguez-Vita
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- German Cancer Research Center, Heidelberg, Germany
| | - Gregori Casals
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
| | - Bernardino González-de la Presa
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
| | - Mariona Graupera
- Vascular Signalling Laboratory, Program Against Cancer Therapeutic Resistance (ProCURE), Institut d'Investigació Biomèdica de Bellvitge (IDIBELL). CIBERonc, Barcelona, Spain
| | - Estel Solsona-Vilarrasa
- Cell Death and Proliferation, Institute of Biomedical Research of Barcelona (IIBB), Consejo Superior Investigaciones Científicas (CSIC), Liver Unit, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, 08036, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, 28029, Spain
| | - Carmen Garcia-Ruiz
- Cell Death and Proliferation, Institute of Biomedical Research of Barcelona (IIBB), Consejo Superior Investigaciones Científicas (CSIC), Liver Unit, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, 08036, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, 28029, Spain
- USC Research Center for ALPD, Keck School of Medicine, Los Angeles, CA, 90033, USA
| | - José C Fernández-Checa
- Cell Death and Proliferation, Institute of Biomedical Research of Barcelona (IIBB), Consejo Superior Investigaciones Científicas (CSIC), Liver Unit, Hospital Clínic, IDIBAPS, Universitat de Barcelona, Barcelona, 08036, Spain
- CIBERehd, Instituto de Salud Carlos III, Madrid, 28029, Spain
- USC Research Center for ALPD, Keck School of Medicine, Los Angeles, CA, 90033, USA
| | - Guadalupe Soria
- Experimental 7T-MRI Unit, IDIBAPS, Barcelona, Spain
- CIBERbbn, University of Barcelona, Barcelona, Spain
| | - Raúl Tudela
- Experimental 7T-MRI Unit, IDIBAPS, Barcelona, Spain
- CIBERbbn, University of Barcelona, Barcelona, Spain
| | - Anna Esteve-Codina
- CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Guadalupe Espadas
- Proteomics Unit, Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Universitat Pompeu Fabra, Barcelona, Spain
| | - Eduard Sabidó
- Proteomics Unit, Centre for Genomic Regulation (CRG), The Barcelona Institute for Science and Technology, Universitat Pompeu Fabra, Barcelona, Spain
| | - Wladimiro Jiménez
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain
- Department of Biomedicine-Biochemistry Unit, School of Medicine University of Barcelona, Barcelona, Spain
| | - William C Sessa
- Department of Pharmacology, Department of Cardiology, Vascular Biology and Therapeutics Program, Yale University School of Medicine, New Haven, CT, USA
| | - Manuel Morales-Ruiz
- Biochemistry and Molecular Genetics Department, Hospital Clínic of Barcelona, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona, Spain.
- Department of Biomedicine-Biochemistry Unit, School of Medicine University of Barcelona, Barcelona, Spain.
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Qiu K, Zhang X, Wang L, Jiao N, Xu D, Yin J. Protein Expression Landscape Defines the Differentiation Potential Specificity of Adipogenic and Myogenic Precursors in the Skeletal Muscle. J Proteome Res 2018; 17:3853-3865. [DOI: 10.1021/acs.jproteome.8b00530] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Kai Qiu
- State Key Lab of Animal Nutrition & Ministry of Agriculture Feed Industry Centre, College of Animal Science & Technology, China Agricultural University, Beijing 100193, China
| | - Xin Zhang
- State Key Lab of Animal Nutrition & Ministry of Agriculture Feed Industry Centre, College of Animal Science & Technology, China Agricultural University, Beijing 100193, China
| | - Liqi Wang
- State Key Lab of Animal Nutrition & Ministry of Agriculture Feed Industry Centre, College of Animal Science & Technology, China Agricultural University, Beijing 100193, China
| | - Ning Jiao
- State Key Lab of Animal Nutrition & Ministry of Agriculture Feed Industry Centre, College of Animal Science & Technology, China Agricultural University, Beijing 100193, China
| | - Doudou Xu
- State Key Lab of Animal Nutrition & Ministry of Agriculture Feed Industry Centre, College of Animal Science & Technology, China Agricultural University, Beijing 100193, China
| | - Jingdong Yin
- State Key Lab of Animal Nutrition & Ministry of Agriculture Feed Industry Centre, College of Animal Science & Technology, China Agricultural University, Beijing 100193, China
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Ito S, Koso H, Sakamoto K, Watanabe S. RNA helicase DHX15 acts as a tumour suppressor in glioma. Br J Cancer 2017; 117:1349-1359. [PMID: 28829764 PMCID: PMC5672939 DOI: 10.1038/bjc.2017.273] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2017] [Revised: 06/22/2017] [Accepted: 07/24/2017] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Glioblastoma is the most common form of malignant brain cancer and has a poor prognosis in adults. We identified Dhx15 as a candidate tumour suppressor gene in glioma by transposon-based mutagenesis. Dhx15 is an adenosine triphosphate (ATP)-dependent RNA helicase belonging to the DEAH-box (DHX) helicase family, but its role in cancer remains elusive. METHODS DHX15 expression levels were examined in glioma cell lines. DHX15 functions were examined by gain- and loss-of-function analyses. Protein motifs required for the function of DHX15 were investigated by the analysis of mutant proteins. RESULTS DHX15 expression was lower in human glioma cell lines than in normal neural stem cells. Dhx15 knockdown resulted in enhanced proliferation of primary immortalised mouse astrocytes, supporting the notion that DHX15 is a tumour suppressor. Retroviral-mediated transduction of DHX15 into glioma cell lines suppressed proliferation and foci formation in vitro. Moreover, DHX15 suppressed tumour formation in a xenograft mouse model. ATPase activity was not required for the growth-inhibitory function of DHX15; however, the Ia, Ib, IV, and V motifs, which act as RNA-binding domains in DHX15, were essential. qPCR analysis revealed that DHX15 suppressed expression of NF-κB downstream target genes as well as the genes involved in splicing. CONCLUSIONS These findings provide evidence that DHX15 acts as a tumour suppressor gene in glioma.
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Affiliation(s)
- Shingo Ito
- Division of Molecular and Developmental Biology, Institute of Medical Science, University of Tokyo, Tokyo 1088639, Japan
- Department of Coloproctological Surgery, Faculty of Medicine, Juntendo University, Tokyo 1138421, Japan
| | - Hideto Koso
- Division of Molecular and Developmental Biology, Institute of Medical Science, University of Tokyo, Tokyo 1088639, Japan
| | - Kazuhiro Sakamoto
- Department of Coloproctological Surgery, Faculty of Medicine, Juntendo University, Tokyo 1138421, Japan
| | - Sumiko Watanabe
- Division of Molecular and Developmental Biology, Institute of Medical Science, University of Tokyo, Tokyo 1088639, Japan
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