1
|
Yu H, Dai C, Li J, Zhang X. Epithelial-mesenchymal transition-related gene signature for prognosis of lung squamous cell carcinoma. Medicine (Baltimore) 2023; 102:e34271. [PMID: 37443495 PMCID: PMC10344514 DOI: 10.1097/md.0000000000034271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
Epithelial-mesenchymal transition (EMT) is associated with tumor invasion and progression, and is regulated by DNA methylation. A prognostic signature of lung squamous cell carcinoma (LUSC) with EMT-related gene data has not yet been established. In our study, we constructed a co-expression network using differentially expressed genes (DEGs) obtained from The Cancer Genome Atlas (TCGA) to identify hub genes. We conducted a correlation analysis between the differentially methylated hub genes and differentially expressed EMT-related genes to screen EMT-related differentially methylated genes (ERDMGs). Functional enrichment was performed to annotate the ERDMGs. The least absolute shrinkage and selection operator (LASSO) and stepwise Cox regression analyses were performed to build a survival prognosis prediction model. Additionally, druggability analysis was performed to predict the potential drug targets of ERDMGs. We screened 11 ERDMGs that were enriched in cell adhesion molecules and other signaling pathways. Finally, we constructed a 4-ERDMG model, which showed good ability to predict survival prognosis in the training and validation sets. The model could serve as an independent predictive factor for patients with LUSC. Additionally, our druggability analysis predicted that CC chemokine ligand 23 (CCL23) and Hepatocyte nuclear factor 1b (HNF1B) may be the underlying drug targets of LUSC. We established a new risk score (RS) system as a prognostic indicator to predict the outcome of patients with LUSC, which will help in the improvement of treatment strategies.
Collapse
Affiliation(s)
- Hongmin Yu
- Department of Respiratory and Critical Care Medicine, Frist Hospital of Qinhuangdao, Hebei, China
| | - Changxing Dai
- Otolaryngology Department, Qinhuangdao Haigang Hospital, Qinghuangdao, Hebei, China
| | - Jie Li
- Department of Respiratory and Critical Care Medicine, Frist Hospital of Qinhuangdao, Hebei, China
| | - Xiangning Zhang
- Department of Respiratory and Critical Care Medicine, Frist Hospital of Qinhuangdao, Hebei, China
| |
Collapse
|
2
|
Galle E, Thienpont B, Cappuyns S, Venken T, Busschaert P, Van Haele M, Van Cutsem E, Roskams T, van Pelt J, Verslype C, Dekervel J, Lambrechts D. DNA methylation-driven EMT is a common mechanism of resistance to various therapeutic agents in cancer. Clin Epigenetics 2020; 12:27. [PMID: 32059745 PMCID: PMC7023776 DOI: 10.1186/s13148-020-0821-z] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Accepted: 01/30/2020] [Indexed: 01/06/2023] Open
Abstract
Background Overcoming therapeutic resistance is one of the major hurdles in cancer care. One mechanism contributing to therapeutic resistance is a process in which epithelial cells switch to a mesenchymal state (epithelial-to-mesenchymal transition or EMT). The precise mechanisms driving EMT-mediated therapeutic resistance have, however, not been elucidated. Results Here, we study ten cell line pairs, for which parental cell lines were made resistant to either a targeted or chemotherapy-based treatment. First, we show by miRNA-200 overexpression that treatment resistance is driven by EMT. Next, we demonstrate that DNA methylation changes occur within each cell line pair and show that exposure to 5-azacytidine or knock down of DNA methyltransferases (DNMTs), both of which globally demethylate cells, result in EMT reversal and increased therapeutic sensitivity. This suggests DNA methylation to causally underlie EMT and treatment resistance. We also observe significant overlap in methylation profiles between resistant lines, suggesting a common epigenetic mechanism to cause resistance to therapy. In line with this hypothesis, cross-resistance to other targeted and chemotherapies is observed, while importantly, this is lost upon demethylation of the cells. Finally, we clinically validate that DNA methylation changes drive EMT-mediated resistance to sorafenib in patients with advanced hepatocellular carcinoma (HCC). Specifically, we develop a capture-based protocol to interrogate DNA methylation in low amounts of circulating tumor DNA (ctDNA). By interrogating the methylation status in liquid biopsies, longitudinally collected during sorafenib treatment, we assess whether DNA methylation changes also drive EMT and therapy resistance in a clinical setting. Particularly, by monitoring methylation changes in EMT genes, we are able to predict tumor response and acquired resistance to sorafenib. Conclusions We propose methylation changes underlying EMT to constitute a common resistance mechanism to cancer therapies. This process can be reversed pharmacologically and monitored non-invasively in ctDNA to predict resistance to treatment.
Collapse
Affiliation(s)
- Eva Galle
- Centre for Cancer Biology, VIB, 3000, Leuven, Belgium.,Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium.,Laboratory for Functional Epigenetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
| | - Bernard Thienpont
- Laboratory for Functional Epigenetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
| | - Sarah Cappuyns
- Centre for Cancer Biology, VIB, 3000, Leuven, Belgium.,Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium.,Clinical Digestive Oncology, Department of Oncology, KU Leuven and University Hospitals Leuven, 3000, Leuven, Belgium
| | - Tom Venken
- Centre for Cancer Biology, VIB, 3000, Leuven, Belgium.,Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
| | - Pieter Busschaert
- Centre for Cancer Biology, VIB, 3000, Leuven, Belgium.,Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium
| | - Matthias Van Haele
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven and University Hospitals Leuven, 3000, Leuven, Belgium
| | - Eric Van Cutsem
- Clinical Digestive Oncology, Department of Oncology, KU Leuven and University Hospitals Leuven, 3000, Leuven, Belgium
| | - Tania Roskams
- Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven and University Hospitals Leuven, 3000, Leuven, Belgium
| | - Jos van Pelt
- Laboratory of Clinical Digestive Oncology, Department of Oncology, KU Leuven and Leuven Cancer Institute (LKI), 3000, Leuven, Belgium
| | - Chris Verslype
- Clinical Digestive Oncology, Department of Oncology, KU Leuven and University Hospitals Leuven, 3000, Leuven, Belgium
| | - Jeroen Dekervel
- Clinical Digestive Oncology, Department of Oncology, KU Leuven and University Hospitals Leuven, 3000, Leuven, Belgium.
| | - Diether Lambrechts
- Centre for Cancer Biology, VIB, 3000, Leuven, Belgium. .,Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, 3000, Leuven, Belgium.
| |
Collapse
|
3
|
Somsuan K, Peerapen P, Boonmark W, Plumworasawat S, Samol R, Sakulsak N, Thongboonkerd V. ARID1A knockdown triggers epithelial-mesenchymal transition and carcinogenesis features of renal cells: role in renal cell carcinoma. FASEB J 2019; 33:12226-12239. [PMID: 31424966 DOI: 10.1096/fj.201802720rr] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Down-regulation/mutation of AT-rich interactive domain 1A (ARID1A), a novel tumor suppressor gene, has been reported in various cancers. Nevertheless, its role in renal cell carcinoma (RCC) remained unclear and underinvestigated. We thus evaluated carcinogenesis effects of ARID1A knockdown in nonmalignant Madin-Darby canine kidney (MDCK) renal cells using small interfering RNA (siRNA) against ARID1A (siARID1A). The siARID1A-transfected cells had decreased cell death, increased cell proliferation, and cell cycle shift (from G0/G1 to G2/M) compared with those transfected with controlled siRNA (siControl). Additionally, the siARID1A-transfected cells exhibited epithelial-mesenchymal transition (EMT) shown by greater spindle index, increased mesenchymal markers (fibronectin/vimentin), and decreased epithelial markers (E-cadherin/zonula occludens-1). Moreover, the siARID1A-transfected cells had increases in migratory activity, nuclear size, self-aggregated multicellular spheroid size, invasion capability, chemoresistance (to docetaxel), Snail family transcriptional repressor 1 expression, and TGF-β1 secretion. All of these siARID1A-knockdown effects on the carcinogenic features were reproducible in malignant RCC (786-O) cells, which exhibited a higher degree of carcinogenic phenotypes compared with the nonmalignant MDCK cells. Finally, immunohistochemistry showed obvious decrease in ARID1A protein expression in human RCC tissues (n = 23) compared with adjacent normal renal tissues (n = 23). These data indicate that ARID1A down-regulation triggers EMT and carcinogenesis features of renal cells in vitro, and its role in RCC could be proven in human tissues.-Somsuan, K., Peerapen, P., Boonmark, W., Plumworasawat, S., Samol, R., Sakulsak, N., Thongboonkerd, V. ARID1A knockdown triggers epithelial-mesenchymal transition and carcinogenesis features of renal cells: role in renal cell carcinoma.
Collapse
Affiliation(s)
- Keerakarn Somsuan
- Department of Anatomy, Faculty of Medical Science, Naresuan University, Phitsanulok, Thailand
| | - Paleerath Peerapen
- Medical Proteomics Unit, Office for Research and Development, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Wanida Boonmark
- Medical Proteomics Unit, Office for Research and Development, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sirikanya Plumworasawat
- Medical Proteomics Unit, Office for Research and Development, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Ratirath Samol
- Department of Anatomical Pathology, Sawanpracharak Hospital, Nakorn Sawan, Thailand
| | - Natthiya Sakulsak
- Department of Anatomy, Faculty of Medical Science, Naresuan University, Phitsanulok, Thailand
| | - Visith Thongboonkerd
- Medical Proteomics Unit, Office for Research and Development, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| |
Collapse
|