1
|
Cheng X, Wang J, Lu S, Fan W, Wang W. Aurora kinase A (AURKA) promotes the progression and imatinib resistance of advanced gastrointestinal stromal tumors. Cancer Cell Int 2021; 21:407. [PMID: 34332577 PMCID: PMC8325869 DOI: 10.1186/s12935-021-02111-7] [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: 03/25/2021] [Accepted: 07/24/2021] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Gastrointestinal stromal tumor (GIST) is a common tumor that originates from the alimentary system mesenchyme. Compared to typical gastrointestinal carcinomas, GISTs exhibit unique malignant behaviors. Bioinformatic tools and subsequent experiments were applied to investigate novel targets involved in GIST progression and imatinib resistance. METHODS Differences in gene expression profiles between advanced and nonadvanced GISTs were comprehensively analyzed based on the Gene Expression Omnibus (GEO) dataset GSE136755. A protein-protein interaction (PPI) network was constructed to identify the potential target gene. Gene set enrichment analysis (GSEA) was used to elucidate relevant biological events related to the target gene based on the GSE47911 dataset. Subsequently, immunohistochemistry and Kaplan-Meier analysis were performed to validate the prognostic value of the target gene in GISTs. Overexpression of the target gene was conducted to analyze its function in the proliferation, apoptosis, and imatinib resistance of GIST/T1 cells. RESULTS In the current study, a total of 606 differentially expressed genes (DEGs) were screened based on the GSE136755 dataset, and the upregulated DEGs in advanced GISTs were mainly involved in cell division through functional annotations. The intersecting hub gene, Aurora kinase A (AURKA), was identified by degree and bottleneck algorithms. GSEA revealed that AURKA was involved in cell cycle-related biological processes. Analysis of the Oncomine and GEPIA databases revealed a pattern of elevated AURKA expression in most human malignances. Clinical assays demonstrated that AURKA could be an independent prognostic factor for GISTs. Additionally, overexpression of AURKA was experimentally demonstrated to promote cell proliferation, inhibit cell apoptosis, and enhance imatinib resistance in GIST/T1 cells. CONCLUSIONS These findings indicated that overexpression of AURKA promoted GIST progression and enhanced imatinib resistance, implying that AURKA is a potential therapeutic target for GISTs.
Collapse
Affiliation(s)
- Xiaobin Cheng
- Department of Colorectal Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Jinhai Wang
- Department of Colorectal Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Sen Lu
- Department of Colorectal Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Weina Fan
- Department of Intensive Care Unit, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Weilin Wang
- Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, #88 Jiefang Road, Hangzhou, Zhejiang, People's Republic of China.
| |
Collapse
|
2
|
Sun R, Du C, Li J, Zhou Y, Xiong W, Xiang J, Liu J, Xiao Z, Fang L, Li Z. Systematic Investigation of DNA Methylation Associated With Platinum Chemotherapy Resistance Across 13 Cancer Types. Front Pharmacol 2021; 12:616529. [PMID: 33995018 PMCID: PMC8117351 DOI: 10.3389/fphar.2021.616529] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 04/19/2021] [Indexed: 12/12/2022] Open
Abstract
Background: Platinum resistance poses a significant problem for oncology clinicians. As a result, the role of epigenetics and DNA methylation in platinum-based chemoresistance has gained increasing attention from researchers in recent years. A systematic investigation of aberrant methylation patterns related to platinum resistance across various cancer types is urgently needed. Methods: We analyzed the platinum chemotherapy response-related methylation patterns from different perspectives of 618 patients across 13 cancer types and integrated transcriptional and clinical data. Spearman’s test was used to evaluate the correlation between methylation and gene expression. Cox analysis, the Kaplan-Meier method, and log-rank tests were performed to identify potential risk biomarkers based on differentially methylated positions (DMPs) and compare survival based on DMP values. Support vector machines and receiver operating characteristic curves were used to identify the platinum-response predictive DMPs. Results: A total of 3,703 DMPs (p value < 0.001 and absolute delta beta >0.10) were identified, and the DMP numbers of each cancer type varied. A total of 39.83% of DMPs were hypermethylated and 60.17% were hypomethylated in platinum-resistant patients. Among them, 405 DMPs (Benjamini and Hochberg adjusted p value < 0.05) were found to be associated with prognosis in tumor patients treated with platinum-based regimens, and 664 DMPs displayed the potential to predict platinum chemotherapy response. In addition, we defined six DNA DMPs consisting of four gene members (mesothelin, protein kinase cAMP-dependent type II regulatory subunit beta, msh homeobox 1, and par-6 family cell polarity regulator alpha) that may have favorable prognostic and predictive values for platinum chemotherapy. Conclusion: The methylation-transcription axis exists and participates in the complex biological mechanism of platinum resistance in various cancers. Six DMPs and four associated genes may have the potential to serve as promising epigenetic biomarkers for platinum-based chemotherapy and guide clinical selection of optimal treatment.
Collapse
Affiliation(s)
- Ruizheng Sun
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| | - Chao Du
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| | - Jiaxin Li
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| | - Yanhong Zhou
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| | - Wei Xiong
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| | - Juanjuan Xiang
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| | - Jiheng Liu
- Department of Hematology and Oncology, The First Hospital of Changsha, Changsha, China
| | - Zhigang Xiao
- Department of General Surgery, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, China
| | - Li Fang
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Zheng Li
- NHC Key Laboratory of Carcinogenesis, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China.,The Key Laboratory of Carcinogenesis and Cancer Invasion of the Chinese Ministry of Education, Central South University, Changsha, China
| |
Collapse
|
3
|
Wang WJ, Li HT, Yu JP, Li YM, Han XP, Chen P, Yu WW, Chen WK, Jiao ZY, Liu HB. Identification of key genes and associated pathways in KIT/PDGFRA wild‑type gastrointestinal stromal tumors through bioinformatics analysis. Mol Med Rep 2018; 18:4499-4515. [PMID: 30221743 PMCID: PMC6172374 DOI: 10.3892/mmr.2018.9457] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 08/23/2018] [Indexed: 12/20/2022] Open
Abstract
Gastrointestinal stromal tumors (GISTs) are the most common type of mesenchymal tumor in the gastrointestinal tract. The present study aimed to identify the potential candidate biomarkers that may be involved in the pathogenesis and progression of v-kit Hardy-Zuckerman 4 feline sarcoma viral oncogene homolog (KIT)/platelet-derived growth factor receptor α (PDGFRA) wild-type GISTs. A joint bioinformatics analysis was performed to identify the differentially expressed genes (DEGs) in wild-type GIST samples compared with KIT/PDGFRA mutant GIST samples. Gene Ontology function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis of DEGs was conducted using Database for Annotation, Visualization and Integrated Discovery and KEGG Orthology-Based Annotation System (KOBAS) online tools, respectively. Protein-protein interaction (PPI) networks of the DEGs were constructed using Search Tool for the Retrieval of Interacting Genes online tool and Cytoscape, and divided into sub-networks using the Molecular Complex Detection (MCODE) plug-in. Furthermore, enrichment analysis of DEGs in the modules was analyzed with KOBAS. In total, 546 DEGs were identified, including 238 upregulated genes primarily enriched in ‘cell adhesion’, ‘biological adhesion’, ‘cell-cell signaling’, ‘PI3K-Akt signaling pathway’ and ‘ECM-receptor interaction’, while the 308 downregulated genes were predominantly involved in ‘inflammatory response’, ‘sterol metabolic process’ and ‘fatty acid metabolic process’, ‘small GTPase mediated signal transduction’, ‘cAMP signaling pathway’ and ‘proteoglycans in cancer’. A total of 25 hub genes were obtained and four modules were mined from the PPI network, and sub-networks also revealed these genes were primarily involved in significant pathways, including ‘PI3K-Akt signaling pathway’, ‘proteoglycans in cancer’, ‘pathways in cancer’, ‘Rap1 signaling pathway’, ‘ECM-receptor interaction’, ‘phospholipase D signaling pathway’, ‘ras signaling pathway’ and ‘cGMP-PKG signaling pathway’. These results suggested that several key hub DEGs may serve as potential candidate biomarkers for wild-type GISTs, including phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit γ, insulin like growth factor 1 receptor, hepatocyte growth factor, thrombospondin 1, Erb-B2 receptor tyrosine kinase 2 and matrix metallopeptidase 2. However, further experiments are required to confirm these results.
Collapse
Affiliation(s)
- Wen-Jie Wang
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| | - Hong-Tao Li
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| | - Jian-Ping Yu
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| | - Yu-Min Li
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| | - Xiao-Peng Han
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| | - Peng Chen
- Department of General Surgery, Lanzhou General Hospital of Chinese People's Liberation Army, Lanzhou, Gansu 730050, P.R. China
| | - Wen-Wen Yu
- Department of General Surgery, Lanzhou General Hospital of Chinese People's Liberation Army, Lanzhou, Gansu 730050, P.R. China
| | - Wei-Kai Chen
- Department of General Surgery, Lanzhou General Hospital of Chinese People's Liberation Army, Lanzhou, Gansu 730050, P.R. China
| | - Zuo-Yi Jiao
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| | - Hong-Bin Liu
- Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu 730030, P.R. China
| |
Collapse
|
4
|
Joglekar-Javadekar M, Van Laere S, Bourne M, Moalwi M, Finetti P, Vermeulen PB, Birnbaum D, Dirix LY, Ueno N, Carter M, Rains J, Ramachandran A, Bertucci F, van Golen KL. Characterization and Targeting of Platelet-Derived Growth Factor Receptor alpha (PDGFRA) in Inflammatory Breast Cancer (IBC). Neoplasia 2017; 19:564-573. [PMID: 28609680 PMCID: PMC5470553 DOI: 10.1016/j.neo.2017.03.002] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2016] [Revised: 03/09/2017] [Accepted: 03/13/2017] [Indexed: 01/05/2023] Open
Abstract
PURPOSE: Inflammatory breast cancer (IBC) is arguably the deadliest form of breast cancer due to its rapid onset and highly invasive nature. IBC carries 5- and 10-year disease-free survival rates of ~45% and <20%, respectively. Multiple studies demonstrate that in comparison with conventional breast cancer, IBC has a unique molecular identity. Here, we have identified platelet-derived growth factor receptor alpha (PDGFRA) as being uniquely expressed and active in IBC patient tumor cells. EXPERIMENTAL DESIGN: Here we focus on characterizing and targeting PDGFRA in IBC. Using gene expression, we analyzed IBC patient samples and compared them with non-IBC patient samples. Further, using IBC cells in culture, we determined the effect of small molecules inhibitors in both in vitro and in vivo assays. RESULTS: In IBC patients, we show more frequent PDGFRA activation signature than non-IBC samples. In addition, the PDGFRA activation signature is associated with shorter metastasis-free survival in both uni- and multivariate analyses. We also demonstrate that IBC cells express active PDGFRA. Finally, we show that PDGFRA targeting by crenolanib (CP-868-596), but not imatinib (STI571), two small molecule inhibitors, interferes with IBC cell growth and emboli formation in vitro and tumor growth in vivo. CONCLUSIONS: Our data suggest that PDGFRA may be a promising target for therapy in IBC.
Collapse
Affiliation(s)
- Madhura Joglekar-Javadekar
- The Laboratory for Cytoskeletal Physiology, Department of Biological Sciences, The University of Delaware, Newark, DE; The Center for Translational Cancer Research, The University of Delaware, Newark, DE
| | - Steven Van Laere
- Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Michael Bourne
- The Laboratory for Cytoskeletal Physiology, Department of Biological Sciences, The University of Delaware, Newark, DE; The Center for Translational Cancer Research, The University of Delaware, Newark, DE
| | - Manal Moalwi
- The Laboratory for Cytoskeletal Physiology, Department of Biological Sciences, The University of Delaware, Newark, DE; The Center for Translational Cancer Research, The University of Delaware, Newark, DE
| | - Pascal Finetti
- Department of Molecular Oncology, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR725, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Peter B Vermeulen
- Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Daniel Birnbaum
- Department of Molecular Oncology, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR725, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Luc Y Dirix
- Center for Oncological Research, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Naoto Ueno
- Breast Cancer Translational Research Laboratory, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Breast Medical Oncology, Morgan Welch Inflammatory Breast Cancer Research Program, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | | | - Francois Bertucci
- Department of Molecular Oncology, Centre de Recherche en Cancérologie de Marseille, INSERM UMR1068, CNRS UMR725, Institut Paoli-Calmettes (IPC), Marseille, France
| | - Kenneth L van Golen
- The Laboratory for Cytoskeletal Physiology, Department of Biological Sciences, The University of Delaware, Newark, DE; The Center for Translational Cancer Research, The University of Delaware, Newark, DE; The Helen F. Graham Cancer Center, Newark, DE.
| |
Collapse
|
5
|
Integrated genomic analyses identify frequent gene fusion events and VHL inactivation in gastrointestinal stromal tumors. Oncotarget 2016; 7:6538-51. [PMID: 25987131 PMCID: PMC4872731 DOI: 10.18632/oncotarget.3731] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Accepted: 03/10/2015] [Indexed: 01/17/2023] Open
Abstract
Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal tumors of the gastrointestinal tract. We sequenced nine exomes and transcriptomes, and two genomes of GISTs for integrated analyses. We detected 306 somatic variants in nine GISTs and recurrent protein-altering mutations in 29 genes. Transcriptome sequencing revealed 328 gene fusions, and the most frequently involved fusion events were associated with IGF2 fused to several partner genes including CCND1, FUS, and LASP1. We additionally identified three recurrent read-through fusion transcripts: POLA2-CDC42EP2, C8orf42-FBXO25, and STX16-NPEPL1. Notably, we found intragenic deletions in one of three exons of the VHL gene and increased mRNAs of VEGF, PDGF-β, and IGF-1/2 in 56% of GISTs, suggesting a mechanistic link between VHL inactivation and overexpression of hypoxia-inducible factor target genes in the absence of hypoxia. We also identified copy number gain and increased mRNA expression of AMACR, CRIM1, SKP2, and CACNA1E. Mapping of copy number and gene expression results to the KEGG pathways revealed activation of the JAK-STAT pathway in small intestinal GISTs and the MAPK pathway in wild-type GISTs. These observations will allow us to determine the genetic basis of GISTs and will facilitate further investigation to develop new therapeutic options.
Collapse
|
6
|
Jiang Q, Tong HX, Zhang Y, Hou YY, Li JL, Wang JY, Zhou YH, Lu WQ. Successful establishment of patient-derived tumor xenografts from gastrointestinal stromal tumor-a single center experience. Am J Cancer Res 2016; 6:533-543. [PMID: 27186422 PMCID: PMC4858539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2015] [Accepted: 01/12/2016] [Indexed: 06/05/2023] Open
Abstract
Patient-derived tumor xenografts (PDTX) generally represent a kind of more reliable model of human disease, by which a potential drugs' preclinical efficacy could be evaluated. To date, no stable gastrointestinal stromal tumor (GIST) PDTX models have been reported. In this study, we aimed to establish stable GIST PDTX models and to evaluate whether these models accurately reflected the histological feature of the corresponding patient tumors and create a reliable GIST PDTX models for our future experiment. By engrafting fresh patient GIST tissues into immune-compromised mice (BALB/c athymic mice), 4 PDTX models were established. Histological features were assessed by a qualified pathologist based on H&E staining, CD117 and DOG-1. We also conduct whole exome sequencing(WES) for the 4 established GIST PDTX models to test if the model still harbored the same mutation detected in corresponding patient tumors and get a more intensive vision for the genetic profile of the models we have established, which will help a lot for our future experiment. To explore the tumorigenesis mechanism for GIST, we also have a statistical analysis for the genes detected as nonsynchronous-mutated simultaneously in 4 samples. All 4 GIST PDTX models retained the histological features of the corresponding human tumors, with original morphology type and positive stains for CD117 and DOG-1. Between the GIST PDTX models and their parental tumors, a same mutation site was detected, which confirmed the genetic consistency. The stability of molecular profiles observed within the GIST PDTX models provides confidence in the utility and translational significance of these models for in vivo testing of personalized therapies. To date, we conducted the first study to successfully establish a GIST PDTX model whose genetic profiles were revealed by whole exome sequencing. Our experience could be of great use.
Collapse
Affiliation(s)
- Quan Jiang
- Department of General Surgery, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Han-Xing Tong
- Department of General Surgery, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Yong Zhang
- Department of General Surgery, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Ying-Yong Hou
- Department of Pathology, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Jing-Lei Li
- Department of General Surgery, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Jiong-Yuan Wang
- Department of General Surgery, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Yu-Hong Zhou
- Department of Oncology, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| | - Wei-Qi Lu
- Department of General Surgery, Zhongshan Hospital, Fudan UniversityShanghai 200032, China
| |
Collapse
|
7
|
High APRIL expression correlates with unfavourable survival of gastrointestinal stromal tumour. Pathology 2015; 46:617-22. [PMID: 25393252 DOI: 10.1097/pat.0000000000000162] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
A proliferation inducing ligand (APRIL) is a member of the tumour necrosis factor superfamily. High APRIL expression has been found to correlate with tumour development, suggesting that APRIL participates in oncogenesis. However, little is known about APRIL expression in gastrointestinal stromal tumours (GISTs) or the relationship between APRIL expression and the clinical characteristics of GIST. Therefore, we assessed the expression of APRIL immunohistochemically using a tissue microarray from 178 patients with GIST and evaluated the relationship between APRIL expression and patient prognosis. Strong APRIL expression was observed in 42.7% of GISTs, with APRIL expression significantly associated with tumour diameter, gross classification and tumour grade (p < 0.05 each). Kaplan-Meier analysis suggested that low APRIL expression and tumour size <5 cm were associated with longer overall survival. These findings indicate that APRIL expression is correlated with malignant GIST phenotypes and it may serve as an unfavourable prognostic marker in patients with GIST.
Collapse
|
8
|
Kim BC, Jeong HO, Park D, Kim CH, Lee EK, Kim DH, Im E, Kim ND, Lee S, Yu BP, Bhak J, Chung HY. Profiling age-related epigenetic markers of stomach adenocarcinoma in young and old subjects. Cancer Inform 2015; 14:47-54. [PMID: 25983541 PMCID: PMC4406278 DOI: 10.4137/cin.s16912] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2014] [Revised: 08/19/2014] [Accepted: 08/19/2014] [Indexed: 02/04/2023] Open
Abstract
The purpose of our study is to identify epigenetic markers that are differently expressed in the stomach adenocarcinoma (STAD) condition. Based on data from The Cancer Genome Atlas (TCGA), we were able to detect an age-related difference in methylation patterns and changes in gene and miRNA expression levels in young (n = 14) and old (n = 70) STAD subjects. Our analysis identified 323 upregulated and 653 downregulated genes in old STAD subjects. We also found 76 miRNAs with age-related expression patterns and 113 differentially methylated genes (DMGs), respectively. Our further analysis revealed that significant upregulated genes (n = 35) were assigned to the cell cycle, while the muscle system process (n = 27) and cell adhesion-related genes (n = 57) were downregulated. In addition, by comparing gene and miRNA expression with methylation change, we identified that three upregulated genes (ELF3, IL1β, and MMP13) known to be involved in inflammatory responses and cell growth were significantly hypomethylated in the promoter region. We further detected target candidates for age-related, downregulated miRNAs (hsa-mir-124–3, hsa-mir-204, and hsa-mir-125b-2) in old STAD subjects. This is the first report of the results from a study exploring age-related epigenetic biomarkers of STAD using high-throughput data and provides evidence for a complex clinicopathological condition expressed by the age-related STAD progression.
Collapse
Affiliation(s)
- Byoung-Chul Kim
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea. ; Interdisciplinary Research Program of Bioinformatics and Longevity Science, Pusan National University, Busan, Republic of Korea
| | - Hyoung Oh Jeong
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea. ; Interdisciplinary Research Program of Bioinformatics and Longevity Science, Pusan National University, Busan, Republic of Korea
| | - Daeui Park
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea. ; Interdisciplinary Research Program of Bioinformatics and Longevity Science, Pusan National University, Busan, Republic of Korea
| | - Chul-Hong Kim
- Genomictree Inc., Yuseong-gu, Daejeon, Republic of Korea
| | - Eun Kyeong Lee
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea
| | - Dae Hyun Kim
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea
| | - Eunok Im
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea. ; Interdisciplinary Research Program of Bioinformatics and Longevity Science, Pusan National University, Busan, Republic of Korea
| | - Nam Deuk Kim
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea. ; Interdisciplinary Research Program of Bioinformatics and Longevity Science, Pusan National University, Busan, Republic of Korea
| | - Sunghoon Lee
- Personal Genomics Institute, Genome Research Foundation, Suwon, Republic of Korea. ; BioMedical Engineering, UNIST, Ulsan, Republic of Korea
| | - Byung Pal Yu
- Department of Physiology, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Jong Bhak
- Personal Genomics Institute, Genome Research Foundation, Suwon, Republic of Korea. ; BioMedical Engineering, UNIST, Ulsan, Republic of Korea
| | - Hae Young Chung
- Molecular Inflammation Research Center for Aging Intervention, Pusan National University, Busan, Republic of Korea. ; Interdisciplinary Research Program of Bioinformatics and Longevity Science, Pusan National University, Busan, Republic of Korea
| |
Collapse
|
9
|
Smith SM, Coleman J, Bridge JA, Iwenofu OH. Molecular diagnostics in soft tissue sarcomas and gastrointestinal stromal tumors. J Surg Oncol 2015; 111:520-31. [PMID: 25772665 DOI: 10.1002/jso.23882] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Accepted: 12/11/2014] [Indexed: 12/17/2022]
Abstract
Soft tissue sarcomas are rare malignant heterogenous tumors of mesenchymal origin with over fifty subtypes. The use of hematoxylin and eosin stained sections (and immunohistochemistry) in the morphologic assessment of these tumors has been the bane of clinical diagnosis until recently. The last decade has witnessed considerable progress in the understanding and application of molecular techniques in refining the current understanding of soft tissue sarcomas and gastrointestinal stromal tumors beyond the limits of traditional approaches. Indeed, the identification of reciprocal chromosomal translocations and fusion genes in some subsets of sarcomas with potential implications in the pathogenesis, diagnosis and treatment has been revolutionary. The era of molecular targeted therapy presents a platform that continues to drive biomarker discovery and personalized medicine in soft tissue sarcomas and gastrointestinal stromal tumors. In this review, we highlight how the different molecular techniques have enhanced the diagnosis of these tumors with prognostic and therapeutic implications.
Collapse
Affiliation(s)
- Stephen M Smith
- Department of Pathology & Laboratory Medicine, Wexner Medical Center at The Ohio State University, Columbus, Ohio
| | | | | | | |
Collapse
|
10
|
Bertucci F, Finetti P, Mamessier E, Pantaleo MA, Astolfi A, Ostrowski J, Birnbaum D. PDL1 expression is an independent prognostic factor in localized GIST. Oncoimmunology 2015; 4:e1002729. [PMID: 26155391 DOI: 10.1080/2162402x.2014.1002729] [Citation(s) in RCA: 65] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Revised: 12/22/2014] [Accepted: 12/23/2014] [Indexed: 01/18/2023] Open
Abstract
Gastrointestinal stromal tumors (GIST) are the most frequently occurring digestive sarcomas. The prognosis of localized GIST is heterogeneous, notably for patients with an Armed Forces Institute of Pathology (AFIP) intermediate or high risk of relapse. Despite imatinib effectiveness, it is crucial to develop therapies able to overcome the resistance mechanisms. The immune system represents an attractive prognostic and therapeutic target. The Programmed cell Death 1 (PD1)/programmed cell death ligand 1 (PDL1) pathway is a key inhibitor of the immune response; recently, anti-PD1 and anti-PDL1 drugs showed very promising results in patients with solid tumors. However, PDL1 expression has never been studied in GIST. Our objective was to analyze PDL1 expression in a large series of clinical samples. We analyzed mRNA expression data of 139 operated imatinib-untreated localized GIST profiled using DNA microarrays and searched for correlations with histoclinical features including postoperative metastatic relapse. PDL1 expression was heterogeneous across tumors and was higher in AFIP low-risk than in high-risk samples, and in samples without than with metastatic relapse. PDL1 expression was associated with immunity-related parameters such as T-cell-specific and CD8+ T-cell-specific gene expression signatures and probabilities of activation of interferon α (IFNα), IFNγ, and tumor necrosis factor α (TNFα) pathways, suggesting positive correlation with a cytotoxic T-cell response. In multivariate analysis, the PDL1-low group was associated with a higher metastatic risk independently of the AFIP classification and the KIT mutational status. In conclusion, PDL1 expression refines the prediction of metastatic relapse in localized GIST and might improve our ability to better tailor adjuvant imatinib. In the metastatic setting, PDL1 expression might guide the use of PDL1 inhibitors, alone or associated with tyrosine kinase inhibitors.
Collapse
Key Words
- AFIP, Armed Forces Institute of Pathology
- DNA microarray
- FDR, false discovery rate
- GEO, gene expression omnibus
- GES, gene expression signatures
- GIST
- GIST, gastrointestinal stromal tumors
- GO, gene ontology
- IHC, immunohistochemistry
- ISH, in situ hybridization
- MFS, metastasis-free survival
- MHC, major histocompatibility complex
- NCBI, National Center for Biotechnology Information
- NK cells, natural killer cells
- PCA, principal component analysis
- PD1, programmed cell death 1
- PDGFRA, platelet-derived growth factor receptor α
- PDL1
- PDL1, programmed cell death ligand 1
- REMARK, REcommendations for tumor MARKer
- RMA, robust multichip average
- ROC, receiver operating characteristic
- TILs, tumor-infiltrating lymphocytes
- Treg, regulatory T cells
- WT, wild type
- gene expression
- immune response
- prognosis
- qRT-PCR, quantitative reverse transcription-polymerase chain reaction
Collapse
Affiliation(s)
- François Bertucci
- Department of Molecular Oncology; Institut Paoli-Calmettes; Centre de Recherche en Cancérologie de Marseille ; UMR1068 Inserm; Marseille, France ; Aix-Marseille University ; Marseille, France ; French Sarcoma Group ; Lyon, France
| | - Pascal Finetti
- Department of Molecular Oncology; Institut Paoli-Calmettes; Centre de Recherche en Cancérologie de Marseille ; UMR1068 Inserm; Marseille, France
| | - Emilie Mamessier
- Department of Molecular Oncology; Institut Paoli-Calmettes; Centre de Recherche en Cancérologie de Marseille ; UMR1068 Inserm; Marseille, France
| | - Maria Abbondanza Pantaleo
- Department of Specialized, Experimental and Diagnostic Medicine; Sant'Orsola-Malpighi Hospital ; Bologna, Italy
| | - Annalisa Astolfi
- Giorgio Prodi Cancer Research Center; University of Bologna ; Bologna, Italy
| | - Jerzy Ostrowski
- Department of Gastroenterology and Hepatology; Cancer Center-Institute and Medical Center of Postgraduate Education ; Warsaw, Poland
| | - Daniel Birnbaum
- Department of Molecular Oncology; Institut Paoli-Calmettes; Centre de Recherche en Cancérologie de Marseille ; UMR1068 Inserm; Marseille, France
| |
Collapse
|
11
|
CTHRC1 acts as a prognostic factor and promotes invasiveness of gastrointestinal stromal tumors by activating Wnt/PCP-Rho signaling. Neoplasia 2014; 16:265-78, 278.e1-13. [PMID: 24726140 DOI: 10.1016/j.neo.2014.03.001] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 02/26/2014] [Accepted: 03/03/2014] [Indexed: 01/15/2023] Open
Abstract
Gastrointestinal stromal tumors (GISTs) are the major gastrointestinal mesenchymal tumors with a variable malignancy ranging from a curable disorder to highly malignant sarcomas. Metastasis and recurrence are the main causes of death in GIST patients. To further explore the mechanism of metastasis and to more accurately estimate the recurrence risk of GISTs after surgery, the clinical significance and functional role of collagen triple helix repeat containing-1 (CTHRC1) in GIST were investigated. We found that CTHRC1 expression was gradually elevated as the risk grade of NIH classification increased, and was closely correlated with disease-free survival and overall survival in 412 GIST patients. In vitro experiments showed that recombinant CTHRC1 protein promoted the migration and invasion capacities of primary GIST cells. A luciferase reporter assay and pull down assay demonstrated that recombinant CTHRC1 protein activated noncanonical Wnt/PCP-Rho signaling but inhibited canonical Wnt signaling. The pro-motility effect of CTHRC1 on GIST cells was reversed by using a Wnt5a neutralizing antibody and inhibitors of Rac1 or ROCK. Taken together, these data indicate that CTHRC1 may serve as a new predictor of recurrence risk and prognosis in post-operative GIST patients and may play an important role in facilitating GIST progression. Furthermore, CTHRC1 promotes GIST cell migration and invasion by activating Wnt/PCP-Rho signaling, suggesting that the CTHRC1-Wnt/PCP-Rho axis may be a new therapeutic target for interventions against GIST invasion and metastasis.
Collapse
|