1
|
Zhi Y, Gao Q, Wang Z, Dong Y, Guan Y, Yuan J, Zhang Z. Circular RNA circSP5 promotes liver metastasis of colorectal cancer via SP5-mediated BAMBI transcription. Funct Integr Genomics 2023; 23:275. [PMID: 37596430 DOI: 10.1007/s10142-023-01142-9] [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: 02/20/2023] [Revised: 06/16/2023] [Accepted: 06/19/2023] [Indexed: 08/20/2023]
Abstract
Liver metastasis of colorectal cancer (CRC) is a major cause of cancer morbidity and mortality. Circular RNAs (circRNAs) have been widely reported to be implicated in cancer metastasis. This study aims to investigate the effect of circSP5 (has_circ_0057010) on liver metastasis of CRC. Quantitative real-time PCR (RT-qPCR) analysis was performed to detect gene expression. The level of proteins was measured by western blot. The migration and invasion of CRC cells were assessed by wound healing assay and transwell assay. In vivo assays were performed after the construction of the CRC xenograft model and CRC model with liver metastasis. Mechanism analyses were performed via RNA-binding protein immunoprecipitation (RIP), RNA pulldown, luciferase reporter, chromatin immunoprecipitation (ChIP), and DNA pulldown assays. We found that circSP5 is significantly overexpressed in CRC with liver metastasis and its depletion suppresses the progression of CRC with liver metastasis in vitro and in vivo. Moreover, circSP5 enhances the expression of Sp5 transcription factor (SP5) via competitively sponging microRNA (miR)-1249-3p and could regulate BMP and activin membrane-bound inhibitor (BAMBI) via transcriptional activation. CircSP5 promotes the migration, invasion, and epithelial-mesenchymal transition (EMT) of CRC cells via BAMBI. In sum, circSP5 promotes liver metastasis of CRC by up-regulating SP5-mediated BAMBI transcription.
Collapse
Affiliation(s)
- Yingru Zhi
- Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, Jiangsu, China
| | - Qingyuan Gao
- Department of Gastroenterology, Yuhua Branch of Nanjing First Hospital, Nanjing, Jiangsu, China
| | - Zhibing Wang
- Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, Jiangsu, China
| | - Yu Dong
- Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, Jiangsu, China
| | - Yue Guan
- Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, Jiangsu, China
| | - Jie Yuan
- Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, Jiangsu, China.
| | - Zhenyu Zhang
- Department of Gastroenterology, Nanjing First Hospital, Nanjing Medical University, Nanjing, 210006, Jiangsu, China.
| |
Collapse
|
2
|
miR-125b Promotes Colorectal Cancer Migration and Invasion by Dual-Targeting CFTR and CGN. Cancers (Basel) 2021; 13:cancers13225710. [PMID: 34830864 PMCID: PMC8616371 DOI: 10.3390/cancers13225710] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/06/2021] [Accepted: 11/10/2021] [Indexed: 01/09/2023] Open
Abstract
Simple Summary Colorectal cancer (CRC) is the third leading cause for cancer related death, in which metastasis exerts a pivotal role. Therefore, we aim to find out the possible mechanism underlying CRC metastasis. We found that the level of miR-125b was elevated in normal, primary CRC, and distant metastasis tissues stepwise, and high level miR-125b was positively correlated with lymph node metastasis and tumor differentiation. In vitro and in vivo assays showed miR-125b significantly promoted CRC migration and invasion. To elucidate the potential mechanism, cystic fibrosis transmembrane conductance regulator (CFTR) and cingulin (CGN) were defined as two target genes of miR-125b. On the one hand, miR-125b promoted epithelial-mesenchymal transition (EMT) and the production and secretion of urokinase plasminogen activator (uPA) by inhibiting CFTR; on the other hand, miR-125b activated Ras Homolog Family Member A (RhoA)/Rho Kinase (ROCK) signaling by repressing CGN. Therefore, we provided a potential biomarker for CRC prevention and treatment in the future. Abstract Metastasis contributes to the poor prognosis of colorectal cancer, the causative factor of which is not fully understood. Previously, we found that miR-125b (Accession number: MIMAT0000423) contributed to cetuximab resistance in colorectal cancer (CRC). In this study, we identified a novel mechanism by which miR-125b enhances metastasis by targeting cystic fibrosis transmembrane conductance regulator (CFTR) and the tight junction-associated adaptor cingulin (CGN) in CRC. We found that miR-125b expression was upregulated in primary CRC tumors and metastatic sites compared with adjacent normal tissues. Overexpression of miR-125b in CRC cells enhanced migration capacity, while knockdown of miR-125b decreased migration and invasion. RNA-sequencing (RNA-seq) and dual-luciferase reporter assays identified CFTR and CGN as the target genes of miR-125b, and the inhibitory impact of CFTR and CGN on metastasis was further verified both in vitro and in vivo. Moreover, we found that miR-125b facilitated the epithelial-mesenchymal transition (EMT) process and the expression and secretion of urokinase plasminogen activator (uPA) by targeting CFTR and enhanced the Ras Homolog Family Member A (RhoA)/Rho Kinase (ROCK) pathway activity by targeting CGN. Together, these findings suggest miR-125b as a key functional molecule in CRC and a promising biomarker for the diagnosis and treatment of CRC.
Collapse
|
3
|
Prahm KP, Høgdall CK, Karlsen MA, Christensen IJ, Novotny GW, Høgdall E. MicroRNA characteristics in epithelial ovarian cancer. PLoS One 2021; 16:e0252401. [PMID: 34086724 PMCID: PMC8177468 DOI: 10.1371/journal.pone.0252401] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 05/14/2021] [Indexed: 01/23/2023] Open
Abstract
The purpose of the current study was to clarify differences in microRNA expression according to clinicopathological characteristics, and to investigate if miRNA profiles could predict cytoreductive outcome in patients with FIGO stage IIIC and IV ovarian cancer. Patients enrolled in the Pelvic Mass study between 2004 and 2010, diagnosed and surgically treated for epithelial ovarian cancer, were used for investigation. MicroRNA was profiled from tumour tissue with global microRNA microarray analysis. Differences in miRNA expression profiles were analysed according to histologic subtype, FIGO stage, tumour grade, type I or II tumours and result of primary cytoreductive surgery. One microRNA, miR-130a, which was found to be associated with serous histology and advanced FIGO stage, was also validated using data from external cohorts. Another seven microRNAs (miR-34a, miR-455-3p, miR-595, miR-1301, miR-146-5p, 193a-5p, miR-939) were found to be significantly associated with the clinicopathological characteristics (p ≤ 0.001), in our data, but mere not similarly significant when tested against external cohorts. Further validation in comparable cohorts, with microRNA profiled using newest and similar methods are warranted.
Collapse
Affiliation(s)
- Kira Philipsen Prahm
- Department of Pathology, Molecular unit, Danish Cancer Biobank, Herlev University Hospital, Herlev, Denmark
- Department of Gynecology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- * E-mail:
| | - Claus Kim Høgdall
- Department of Gynecology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Mona Aarenstrup Karlsen
- Department of Pathology, Molecular unit, Danish Cancer Biobank, Herlev University Hospital, Herlev, Denmark
- Department of Gynecology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Ib Jarle Christensen
- Department of Pathology, Molecular unit, Danish Cancer Biobank, Herlev University Hospital, Herlev, Denmark
| | - Guy Wayne Novotny
- Department of Pathology, Molecular unit, Danish Cancer Biobank, Herlev University Hospital, Herlev, Denmark
| | - Estrid Høgdall
- Department of Pathology, Molecular unit, Danish Cancer Biobank, Herlev University Hospital, Herlev, Denmark
| |
Collapse
|
4
|
Zeng Z, Lu J, Wang Y, Sheng H, Wang Y, Chen Z, Wu Q, Zheng J, Chen Y, Yang D, Yu K, Mo H, Hu J, Hu P, Liu Z, Ju H, Xu R. The lncRNA XIST/miR-125b-2-3p axis modulates cell proliferation and chemotherapeutic sensitivity via targeting Wee1 in colorectal cancer. Cancer Med 2021; 10:2423-2441. [PMID: 33666372 PMCID: PMC7982616 DOI: 10.1002/cam4.3777] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 12/26/2020] [Accepted: 12/30/2020] [Indexed: 01/03/2023] Open
Abstract
Background Numerous reports on microRNAs have illustrated their role in tumor growth and metastasis. Recently, a new prognostic factor, miR‐125b‐2‐3p, has been identified for predicting chemotherapeutic sensitivity in advanced colorectal cancer (CRC). However, the specific mechanisms and biological functions of miR‐125b‐2‐3p in advanced CRC under chemotherapy have yet to be elucidated. Methods MiR‐125b‐2‐3p expression was detected by real‐time PCR (RT‐PCR) in CRC tissues. The effects of miR‐125b‐2‐3p on the growth, metastasis, and drug sensitivity of CRC cells were tested in vitro and in vivo. Based on multiple databases, the upstream competitive endogenous RNAs (ceRNAs) and the downstream genes for miR‐125b‐2‐3p were predicted by bioinformatic analysis, followed by the experiments including luciferase reporter assays, western blot assays, and so on. Results MiR‐125b‐2‐3p was significantly lowly expressed in the tissues and cell lines of CRC. Higher expression of miR‐125b‐2‐3p was associated with relatively lower proliferation rates and fewer metastases. Moreover, overexpressed miR‐125b‐2‐3p remarkably improved chemotherapeutic sensitivity of CRC in vivo and in vitro. Mechanistically, miR‐125b‐2‐3p was absorbed by long noncoding RNA (lncRNA) XIST regulating WEE1 G2 checkpoint kinase (WEE1) expression. The upregulation of miR‐125b‐2‐3p inhibited the proliferation and epithelial‐mesenchymal transition (EMT) of CRC induced by lncRNA XIST. Conclusions Lower miR‐125b‐2‐3p expression resulted in lower sensitivity of CRC to chemotherapy and was correlated with poorer survival of CRC patients. LncRNA XIST promoted CRC metastasis acting as a ceRNA for miR‐125b‐2‐3p to mediate WEE1 expression. LncRNA XIST‐miR‐125b‐2‐3p‐WEE1 axis not only regulated CRC growth and metastasis but also contributed to chemotherapeutic resistance to CRC.
Collapse
Affiliation(s)
- Zhao‐lei Zeng
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Jia‐huan Lu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Yun Wang
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
- Department of Medical OncologySun Yat‐sen University Cancer CenterGuangzhouChina
| | - Hui Sheng
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Ying‐nan Wang
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Zhan‐hong Chen
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
- Department of Medical Oncology and Guangdong Key Laboratory of Liver Diseasethe Third Affiliated Hospital of Sun Yat‐sen UniversityGuangzhouChina
| | - Qi‐nian Wu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
- Department of PathologySun Yat‐sen University Cancer CenterGuangzhouChina
| | - Jia‐Bo Zheng
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Yan‐xing Chen
- Department of Medical OncologySun Yat‐sen University Cancer CenterGuangzhouChina
| | - Dong‐dong Yang
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Kai Yu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Hai‐yu Mo
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Jia‐jia Hu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Pei‐shan Hu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Ze‐xian Liu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Huai‐qiang Ju
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
| | - Rui‐Hua Xu
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhouChina
- Department of Medical OncologySun Yat‐sen University Cancer CenterGuangzhouChina
| |
Collapse
|
5
|
Lee J, Hong HK, Peng SB, Kim TW, Lee WY, Yun SH, Kim HC, Liu J, Ebert PJ, Aggarwal A, Jung S, Cho YB. Identifying metastasis-initiating miRNA-target regulations of colorectal cancer from expressional changes in primary tumors. Sci Rep 2020; 10:14919. [PMID: 32913235 PMCID: PMC7484763 DOI: 10.1038/s41598-020-71868-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Accepted: 07/21/2020] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is prevalent with high mortality, with liver metastasis contributing as a major factor that worsens the survival of patients. The roles of miRNAs in CRC have been elucidated, subsequent to recent studies that suggest the involvement of miRNAs in cancer biology. In this study, we compare the miRNA and gene expression profiles of primary tumors between two groups of patients (with and without liver metastasis) to identify the metastasis-initiating microRNA-target gene regulations. Analysis from 33 patients with metastasis and 14 patients without metastasis revealed that 17 miRNAs and their 198 predicted target genes are differentially expressed, where the target genes showed association with cancer progression and metastasis with statistical significance. In order to evaluate the clinical implications of the findings, we classified CRC patients of independent data into two groups based on the identified miRNA-target regulations, where one group was closer to primary tumors with metastasis than the other group. The comparison of survival showed statistically significant difference, thereby implying the roles of the identified miRNA-target regulations in cancer progression and metastasis. The identification of metastasis-initiating miRNA-target regulations in this study will lead to better understanding of the roles of miRNAs in CRC progression.
Collapse
Affiliation(s)
- Jongmin Lee
- Gachon Institute of Genome Medicine and Science, Gachon University Gil Medical Center, Incheon, Republic of Korea
| | - Hye Kyung Hong
- Research Institute for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | | | - Tae Won Kim
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - Woo Yong Lee
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea.,Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seong Hyun Yun
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Hee Cheol Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | | | | | - Sungwon Jung
- Gachon Institute of Genome Medicine and Science, Gachon University Gil Medical Center, Incheon, Republic of Korea. .,Department of Genome Medicine and Science, Gachon University College of Medicine, Incheon, Republic of Korea.
| | - Yong Beom Cho
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea. .,Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
| |
Collapse
|
6
|
Liu S, Du Q, Rao Y, Liu C, Qu P. Long non-coding RNA NPBWR1-2 affects the development of ovarian cancer via multiple microRNAs. Oncol Lett 2020; 20:685-692. [PMID: 32565993 PMCID: PMC7285903 DOI: 10.3892/ol.2020.11639] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 04/17/2020] [Indexed: 11/21/2022] Open
Abstract
Ovarian cancer has a high incidence rate and mortality in gynaecologic malignancies. Epithelial ovarian cancer (EOC) accounts for >95% of ovarian cancer cases. Most of the patients with EOC are difficult to diagnose in early stage. The aim of the present study was to compare the long non-coding (lnc)RNA expression profiles of five ovarian cancer cell lines (IGROV1, A2780, SKOV3, ES2, and Hey) and an ovarian epithelial cell line (IOSE80) in order to identify differentially expressed lncRNAs and their associated microRNAs (miRNAs). The expression profiles of lncRNAs and mRNAs in these cell lines were determined by microarray gene analysis and reverse transcription-quantitative PCR. lncRNA neuropeptides B and W receptor 1–2 (NPBWR1-2) overexpression was induced in the SKOV3 cell line. Cell viability, proliferation, migration, invasion and apoptosis were evaluated using MTT, colony-formation, Transwell and flow cytometry assays, respectively. The microarray results indicated that several lncRNAs were differentially expressed in the five ovarian cancer cell lines compared with the normal ovarian epithelial cell line. Compared with IOSE80, lncRNA NPBWR1-2 was downregulated by more than two-fold in all five ovarian cancer cell lines. Moreover, NPBWR1-2 overexpression in the SKOV3 cell line decreased cell viability, inhibited proliferation, migration and invasion, and promoted apoptosis compared with the control cells. A total of 20 miRNAs, which are involved in tumorigenesis and development, were predicted to be associated with NPBWR1-2 by bioinformatics analysis. The results of the present study suggest that lncRNA NPBWR1-2 affects the occurrence and development of ovarian cancer via multiple miRNAs, providing a theoretical basis for the development of novel clinical treatments.
Collapse
Affiliation(s)
- Shasha Liu
- Emergency Department, Tianjin Central Hospital of Gynecology Obstetrics, Tianjin 300100, P.R. China
| | - Qiuyue Du
- Pathology Department, Tianjin Central Hospital of Gynecology Obstetrics, Tianjin 300100, P.R. China
| | - Yang Rao
- Department of Gynecological Oncology, Tianjin Central Hospital of Gynecology Obstetrics, Tianjin 300100, P.R. China
| | - Caiyan Liu
- Department of Gynecological Oncology, Tianjin Central Hospital of Gynecology Obstetrics, Tianjin 300100, P.R. China
| | - Pengpeng Qu
- State Key Laboratory of Medicinal Chemical Biology, NanKai University, Tianjin 300071, P.R. China
| |
Collapse
|
7
|
Zhihong Z, Rubin C, Liping L, Anpeng M, Hui G, Yanting W, Zhenxiu S. MicroRNA-1179 regulates proliferation and chemosensitivity of human ovarian cancer cells by targeting the PTEN-mediated PI3K/AKT signaling pathway. Arch Med Sci 2020; 16:907-914. [PMID: 32542094 PMCID: PMC7286340 DOI: 10.5114/aoms.2019.86798] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Accepted: 05/24/2019] [Indexed: 12/24/2022] Open
Abstract
INTRODUCTION Owing to widespread roles of miRs, the dysregulation of their expression in human tissues has been linked with the development of several diseases such as cancer. The study was designed to investigate the role and therapeutic potential of miR-1179 in ovarian cancer. MATERIAL AND METHODS Proliferation rate was monitored by MTT assay. Transfections were performed using Lipofectamine 2000 reagent. Cell cycle apoptosis was detected by AO/EB and annexin V/PI staining. Expressions analysis was carried out by qRT-PCR and western blotting. In vivo evaluation was carried out in xenografted mouse models. RESULTS The results revealed that miR-1179 is considerably upregulated in ovarian cancer cell lines. Inhibition of miR-1179 triggers decrease in the viability via initiation of apoptotic cell death of ovarian PA-1 cancer cells. TargetScan analysis showed PTEN to be the main target of miR-1179 in PA-1 cells. Exploration of PTEN expression in ovarian cancer cell lines revealed up to 9-fold downregulation of PTEN. However, inhibition of miR-1179 in PA-1 cells resulted in upregulation of PTEN expression. In addition, overexpression of PTEN caused a reduction of PA-1 cell viability via induction of apoptotic cell death. However, silencing of miR-1179 could rescue the effects of miR-1179 inhibition on the proliferation of miR-1179. The miR-1179 suppression was accompanied by a significant decline in phosphorylation of PI3K and AKT expression in the PA-1 cells. The in vivo study showed that miR-1179 suppression inhibits the xenografted tumor growth. CONCLUSIONS The results of this study indicate that miR-1179 may prove to be an important therapeutic target for ovarian cancer.
Collapse
Affiliation(s)
- Zhang Zhihong
- Department of Oncology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
| | - Chen Rubin
- Department of Radiology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
| | - Lu Liping
- Department of Radiology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
| | - Mao Anpeng
- Department of Oncology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
| | - Guo Hui
- Department of Oncology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
| | - Wu Yanting
- Department of Oncology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
| | - Shan Zhenxiu
- Department of Oncology, Gong’an County People’s Hospital, Gong’an County, Hubei Province, China
- Corresponding author: Shan Zhenxiu, Department of Oncology, Gong’an County, People’s Hospital, Hubei Province, 433000, China, Phone/fax: +86 716 522 9191, E-mail:
| |
Collapse
|
8
|
Shaji SK, Sunilkumar D, Mahalakshmi NV, Kumar GB, Nair BG. Analysis of microarray data for identification of key microRNA signatures in glioblastoma multiforme. Oncol Lett 2019; 18:1938-1948. [PMID: 31423264 PMCID: PMC6614686 DOI: 10.3892/ol.2019.10521] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Accepted: 06/06/2019] [Indexed: 02/06/2023] Open
Abstract
Glioblastoma multiforme (GBM) is one of the most malignant types of glioma known for its reduced survival rate and rapid relapse. Previous studies have shown that the expression patterns of different microRNAs (miRNA/miR) play a crucial role in the development and progression of GBM. In order to identify potential miRNA signatures of GBM for prognostic and therapeutic purposes, we downloaded and analyzed two expression data sets from Gene Expression Omnibus profiling miRNA patterns of GBM compared with normal brain tissues. Validated targets of the deregulated miRNAs were identified using MirTarBase, and were mapped to Search Tool for the Retrieval of Interacting Genes/Proteins, Database for Annotation, Visualization and Integrated Discovery and Kyoto Encyclopedia of Genes and Genomes databases in order to construct interaction networks and identify enriched pathways of target genes. A total of 6 miRNAs were found to be deregulated in both expression datasets studied. Pathway analysis demonstrated that most of the target genes were enriched in signaling cascades connected to cancer development, such as ‘Pathways in cancer’, ‘Focal adhesion’ and ‘PI3K-Akt signaling pathway’. Of the five target genes that were enriched in the glioblastoma pathway, in the WikiPathway database, both HRas proto-oncogene, GTPase and MET proto-oncogene, receptor tyrosine kinase target genes of hsa-miR-139-5p, were found to be significantly associated with patient survival. The present study may thus form the basis for further exploration of hsa-miR-139-5p, not only as a therapeutic agent, but also as a diagnostic biomarker for GBM as well as a predictive marker for patient survival.
Collapse
Affiliation(s)
- Sanu K Shaji
- School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala 690525, India
| | - Damu Sunilkumar
- School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala 690525, India
| | - N V Mahalakshmi
- School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala 690525, India
| | - Geetha B Kumar
- School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala 690525, India
| | - Bipin G Nair
- School of Biotechnology, Amrita Vishwa Vidyapeetham, Kollam, Kerala 690525, India
| |
Collapse
|
9
|
Zhang P, Yang X, Wang L, Zhang D, Luo Q, Wang B. Overexpressing miR‑335 inhibits DU145 cell proliferation by targeting early growth response 3 in prostate cancer. Int J Oncol 2019; 54:1981-1994. [PMID: 31081063 PMCID: PMC6521937 DOI: 10.3892/ijo.2019.4778] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 03/18/2019] [Indexed: 12/25/2022] Open
Abstract
MicroRNA-335 (miR-335) was reported to suppress cell proliferation in prostate cancer (PC), a common malignancy in males. The expression of early growth response 3 (EGR3) was determined to be elevated in human PC tissues; however, the possible effects and underlying mechanism of miR-335 on PC remains unknown. In the present study, miR-335 mimics and miR-335 inhibitors were respectively transfected into DU145 cells. Stable silencing of EGR3 was observed in DU145 cells following transfection with small interfering RNA. We also used Cell Counting Kit-8 and in vitro angiogenesis assays to determine the viability and revascularization potential of DU145 cells. The expression levels of EGR and caspase-3 activity were analyzed by immunohistochemistry and immunocytochemistry, respectively. We predicted the target of miR-335 by bioinformatics analysis and a dual-luciferase reporter gene assay. Western blot and quantitative real-time polymerase chain reaction analyses were performed to determine the protein and mRNA expression of molecules. miR-335 expression was downregulated in PC tissues and cell lines. Overexpression of miR-335 significantly reduced the viability and the formation of regenerative tubes of DU145 cells, and inhibited the expression of inflammatory factors. EGR3 was proposed as a possible target of miR-335, and was negatively regulated by miR-335. Silencing EGR3 suppressed the viability and angiogenesis of DU145 cells, and reduced the activity of caspase-3 and inflammatory factor expression. miR-335 inhibition along with EGR3 silencing EGR3 inhibited the cell proliferation. Furthermore, miR-335 inhibited the formation of a PC solid tumor xenograft in vivo. Thus, miR-335 may exert an antitumor effect on DU145 cells by regulating the expression of EGR3. The findings of the present study may provide insight into a novel therapeutic strategy for the treatment of prostatic carcinoma.
Collapse
Affiliation(s)
- Peng Zhang
- Department of Urinary Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710004, P.R. China
| | - Xiaojie Yang
- Department of Urinary Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710004, P.R. China
| | - Li Wang
- Department of Urinary Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710004, P.R. China
| | - Dong Zhang
- Department of Urinary Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710004, P.R. China
| | - Qidong Luo
- Department of Urinary Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710004, P.R. China
| | - Binxian Wang
- Department of Urinary Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710004, P.R. China
| |
Collapse
|
10
|
Angius A, Pira G, Scanu AM, Uva P, Sotgiu G, Saderi L, Manca A, Serra C, Uleri E, Piu C, Caocci M, Ibba G, Zinellu A, Cesaraccio MR, Sanges F, Muroni MR, Dolei A, Cossu-Rocca P, De Miglio MR. MicroRNA-425-5p Expression Affects BRAF/RAS/MAPK Pathways In Colorectal Cancers. Int J Med Sci 2019; 16:1480-1491. [PMID: 31673240 PMCID: PMC6818206 DOI: 10.7150/ijms.35269] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 08/18/2019] [Indexed: 12/16/2022] Open
Abstract
Colorectal cancer (CRC) is a leading cause of cancer death worldwide and about 20% is metastatic at diagnosis and untreatable. The anti-EGFR therapy in metastatic patients is led by the presence of KRAS-mutations in tumor tissue. KRAS-wild-type CRC patients showed a positive response rate of about 70% to cetuximab or panitumumab combined with chemotherapy. MiRNAs are promising markers in oncology and could improve our knowledge on pathogenesis and drug resistance in CRC patients. This class of molecules represents an opportunity for the development of miRNA-based strategies to overcome the ineffectiveness of anti-EGFR therapy. We performed an integrative analysis of miRNA expression profile between KRAS-mutated CRC and KRAS-wildtype CRC and paired normal colic tissue (NCT). We revealed an overexpression of miR-425-5p in KRAS-mutated CRC compared to KRAS-wild type CRC and NCT and demonstrated that miR-425-5p exerts regulatory effects on target genes involved in cellular proliferation, migration, invasion, apoptosis molecular networks. These epigenetic mechanisms could be responsible of the strong aggressiveness of KRAS-mutated CRC compared to KRAS-wildtype CRC. We proved that some miR-425-5p targeted genes are involved in EGFR tyrosine kinase inhibitor resistance pathway, suggesting that therapies based on miR-425-5p may have strong potential in targeting KRAS-driven CRC. Moreover, we demonstrated a role in the oncogenesis of miR-31-5p, miR-625-5p and miR-579 by comparing CRC versus NCT. Our results underlined that miR-425-5p might act as an oncogene to participate in the pathogenesis of KRAS-mutated CRC and contribute to increase the aggressiveness of this subcategory of CRC, controlling a complex molecular network.
Collapse
Affiliation(s)
- Andrea Angius
- Istituto di Ricerca Genetica e Biomedica (IRGB), CNR, Cittadella Universitaria di Cagliari, 09042 Monserrato (CA), Italy
| | - Giovanna Pira
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Antonio Mario Scanu
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Viale San Pietro 8, 07100 Sassari, Italy
| | - Paolo Uva
- CRS4, Science and Technology Park Polaris, Piscina Manna, 09010 Pula, CA, Italy
| | - Giovanni Sotgiu
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Viale San Pietro 8, 07100 Sassari, Italy
| | - Laura Saderi
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Viale San Pietro 8, 07100 Sassari, Italy
| | - Alessandra Manca
- Department of Pathology, AOU Sassari, Via Matteotti 60, 07100 Sassari, Italy
| | - Caterina Serra
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Elena Uleri
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Claudia Piu
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Maurizio Caocci
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Gabriele Ibba
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Maria Rosaria Cesaraccio
- Department of Prevention, Registro Tumori Provincia di Sassari, ASSL Sassari-ATS Sardegna, Via Rizzeddu 21, Sassari, Italy
| | - Francesca Sanges
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Maria Rosaria Muroni
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Viale San Pietro 8, 07100 Sassari, Italy
| | - Antonina Dolei
- Department of Biomedical Sciences, University of Sassari, Viale San Pietro 43-b, 07100 Sassari, Italy
| | - Paolo Cossu-Rocca
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Viale San Pietro 8, 07100 Sassari, Italy.,Department of Diagnostic Services, "Giovanni Paolo II" Hospital, ASSL Olbia-ATS Sardegna, Via Bazzoni-Sircana, 07026 Olbia, Italy
| | - Maria Rosaria De Miglio
- Department of Medical, Surgical and Experimental Sciences, University of Sassari, Viale San Pietro 8, 07100 Sassari, Italy
| |
Collapse
|
11
|
Prahm KP, Høgdall C, Karlsen MA, Christensen IJ, Novotny GW, Høgdall E. Identification and validation of potential prognostic and predictive miRNAs of epithelial ovarian cancer. PLoS One 2018; 13:e0207319. [PMID: 30475821 PMCID: PMC6261038 DOI: 10.1371/journal.pone.0207319] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Accepted: 10/29/2018] [Indexed: 12/17/2022] Open
Abstract
Background Ovarian cancer is the leading cause of death by gynecologic cancers in the Western world. The aim of the study was to identify microRNAs (miRNAs) associated with prognosis and/or resistance to chemotherapy among patients with epithelial ovarian cancer. Methods Using information from the Pelvic Mass Study we identified a cohort of women with epithelial ovarian cancer. Tumor tissues were then collected and analyzed by global miRNA microarrays. MiRNA profiling was then linked to survival and time to progression using Cox proportional-hazards regression models. Logistic regression models were used for the analysis of resistance to chemotherapy. Our results were validated using external datasets retrieved from the NCBI Gene Expression Omnibus database. Results A total of 197 patients with epithelial ovarian cancer were included for miRNA microarray analysis. In multivariate analyses we identified a number of miRNAs significantly correlated with overall survival (miR-1183 (HR: 1.42, 95% CI:1.17–1.74, p = 0.0005), miR-126-3p (HR: 1.38, 95% CI:1.11–1.71, p = 0.0036), time to progression (miR-139-3p (HR: 1.48, 95% CI: 1.13–1.94, p = 0.0047), miR-802 (HR: 0.48, 95% CI: 0.29–0.78, p = 0.0035)), progression free survival (miR-23a-5p (HR:1.32, 95% CI:1.09–1.61, p = 0.004), miR-23a-3p (HR:1.70, 95% CI:1.15–2.51, p = 0.0074), miR-802 (HR: 0.48, 95% CI: 0.29–0.80, p = 0.0048)), and resistance to chemotherapy (miR-1234 (HR: 0.26, 95% CI: 0.11–0.64, p = 0.003)). A few miRNAs identified in our training cohort, were validated in external cohorts with similar results. Conclusion Eight miRNAs were identified as significant predictors of overall survival, progression free survival, time to progression, and chemotherapy resistance. A number of these miRNAs were significantly validated using external datasets. Inter-platform and inter-laboratory variations may have influence on the ability to compare and reproduce miRNA results. The use of miRNAs as potential markers of relapse and survival in ovarian cancer warrants further investigation.
Collapse
Affiliation(s)
- Kira Philipsen Prahm
- Department of Pathology, Molecular unit, Danish CancerBiobank, Herlev University Hospital, Herlev, Denmark
- Gynecological Clinic, The Juliane Marie Center, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- * E-mail:
| | - Claus Høgdall
- Gynecological Clinic, The Juliane Marie Center, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Mona Aarenstrup Karlsen
- Department of Pathology, Molecular unit, Danish CancerBiobank, Herlev University Hospital, Herlev, Denmark
- Gynecological Clinic, The Juliane Marie Center, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Ib Jarle Christensen
- Department of Pathology, Molecular unit, Danish CancerBiobank, Herlev University Hospital, Herlev, Denmark
| | - Guy Wayne Novotny
- Department of Pathology, Molecular unit, Danish CancerBiobank, Herlev University Hospital, Herlev, Denmark
| | - Estrid Høgdall
- Department of Pathology, Molecular unit, Danish CancerBiobank, Herlev University Hospital, Herlev, Denmark
| |
Collapse
|
12
|
Huang S, Tan X, Huang Z, Chen Z, Lin P, Fu SW. microRNA biomarkers in colorectal cancer liver metastasis. J Cancer 2018; 9:3867-3873. [PMID: 30410589 PMCID: PMC6218777 DOI: 10.7150/jca.28588] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 08/20/2018] [Indexed: 12/26/2022] Open
Abstract
Liver metastasis is a primary factor of prognosis and long-term survival for patients diagnosed with colorectal cancer (CRC). Colorectal cancer liver metastasis (CRCLM), is a complex biological process involving multiple factors and steps, and its mechanisms are yet to be discovered. In recent years, small noncoding RNAs, especially microRNAs (miRNAs) have been proven to play an important role in tumorigenesis, progression and metastasis in a variety of cancers, including CRC. Increasing evidence suggests that miRNAs, including those from exosomes secreted by tumor cells in circulation, could be used as promising biomarkers in early cancer detection, treatment, and prognosis. In this review, we focus on the functional roles and clinical applications of miRNAs, especially those from circulating exosomes secreted by tumor cells related to CRCLM.
Collapse
Affiliation(s)
- Shulin Huang
- Department of Medicine (Division of Genomic Medicine), The George Washington University School of Medicine and Health Sciences, Washington, DC.,Department of Breast and Thyroid Surgery, Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University), Changsha, Hunan, China
| | - Xiaohui Tan
- Department of Medicine (Division of Genomic Medicine), The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Zhongcheng Huang
- Department of Colorectal and Anal Surgery, Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University), Changsha, Hunan, China
| | - Zihua Chen
- Hepatobiliary and enteric Surgery Research Center/Department of Gastrointestinal Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Paul Lin
- Department of Surgery, The George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Sidney W Fu
- Department of Medicine (Division of Genomic Medicine), The George Washington University School of Medicine and Health Sciences, Washington, DC
| |
Collapse
|
13
|
Ghidini M, Hahne JC, Frizziero M, Tomasello G, Trevisani F, Lampis A, Passalacqua R, Valeri N. MicroRNAs as Mediators of Resistance Mechanisms to Small-Molecule Tyrosine Kinase Inhibitors in Solid Tumours. Target Oncol 2018; 13:423-436. [PMID: 30006826 DOI: 10.1007/s11523-018-0580-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Receptor tyrosine kinases (RTKs) are widely expressed transmembrane proteins that act as receptors for growth factors and other extracellular signalling molecules. Upon ligand binding, RTKs activate intracellular signalling cascades, and as such are involved in a broad variety of cellular functions including differentiation, proliferation, migration, invasion, angiogenesis, and survival under physiological as well as pathological conditions. Aberrant RTK activation can lead to benign proliferative conditions as well as to various forms of cancer. Indeed, more than 70% of the known oncogene and proto-oncogene transcripts involved in cancer code for RTKs. Consequently, these receptors are broadly studied as targets in the treatment of different tumours, and a large variety of small-molecule tyrosine kinase inhibitors (TKIs) are approved for therapy. In most cases, patients develop resistance to the TKIs within a short time. MicroRNAs are short (18-22 nucleotides) non-protein-coding RNAs that fine-tune cell homeostasis by controlling gene expression at the post-transcriptional level. Deregulation of microRNAs is common in many cancers, and increasing evidence exists for an important role of microRNAs in the development of resistance to therapies, including TKIs. In this review we focus on the role of microRNAs in mediating resistance to small-molecule TKIs in solid tumours.
Collapse
Affiliation(s)
- Michele Ghidini
- Medical Department, Division of Oncology, ASST di Cremona, Ospedale di Cremona, Cremona, Italy
| | - Jens C Hahne
- Centre for Molecular Pathology, The Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey, SM2 5NG, UK.
| | - Melissa Frizziero
- Department of Medical Oncology, The Christie NHS Foundation Trust, Manchester, UK
| | - Gianluca Tomasello
- Medical Department, Division of Oncology, ASST di Cremona, Ospedale di Cremona, Cremona, Italy
| | - Francesco Trevisani
- Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Andrea Lampis
- Centre for Molecular Pathology, The Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey, SM2 5NG, UK
| | - Rodolfo Passalacqua
- Medical Department, Division of Oncology, ASST di Cremona, Ospedale di Cremona, Cremona, Italy
| | - Nicola Valeri
- Centre for Molecular Pathology, The Institute of Cancer Research, 15 Cotswold Road, Sutton, Surrey, SM2 5NG, UK
- The Royal Marsden NHS Foundation Trust, London, UK
| |
Collapse
|
14
|
Ng L, Wan TMH, Man JHW, Chow AKM, Iyer D, Chen G, Yau TCC, Lo OSH, Foo DCC, Poon JTC, Leung WK, Pang RWC, Law WL. Identification of serum miR-139-3p as a non-invasive biomarker for colorectal cancer. Oncotarget 2018; 8:27393-27400. [PMID: 28404964 PMCID: PMC5432343 DOI: 10.18632/oncotarget.16171] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Accepted: 01/16/2017] [Indexed: 12/12/2022] Open
Abstract
Aberrant levels of circulating microRNAs are potential biomarkers for the early detection of colorectal cancer. The aim of this study was to study miR-139-3p and miR-622 in serum as a non-invasive biomarker for colorectal cancer diagnosis. We applied quantitative polymerase chain reaction to determine the levels of miR-139-3p and miR-622 in 42 pairs of tumor and adjacent non-tumor tissues, and in serum samples of 117 patients and 90 control subjects. Our results showed that miR-139-3p was silenced whereas miR-622 was overexpressed in colorectal cancer. Similarly, serum miR-139-3p level was significantly lower in colorectal cancer patients than in control subjects whereas miR-622 was more frequently detectable in patients. ROC analysis showed that AUC of miR-139-3p was 0.9935, with a sensitivity of 96.6% and specificity of 97.8%. Serum miR-139-3p level showed high sensitivity and specificity for both early and late stage CRCs and proximal and distal CRCs. Detectable serum miR-622 showed a sensitivity of 87.5% and specificity of 63.5% for discriminating CRC patients, but the sensitivity dropped for late stage patients (72.7%). We also included analyses of the blood CEA level for comparing the diagnostic performance of these blood-based biomarkers. The median level in CRC patients (3.6 ng/ml) was significantly higher than that in control (1.8 ng/ml). The AUC value of CEA in diagnosing CRC patients was 0.7515. CEA showed a positive correlation with tumor stage and age of patients and its level was higher in male. Collectively, serum miR-139-3p has strong potential as a promising non-invasive biomarker in colorectal cancer detection.
Collapse
Affiliation(s)
- Lui Ng
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Timothy Ming-Hun Wan
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Johnny Hon-Wai Man
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Ariel Ka-Man Chow
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Deepak Iyer
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Guanghua Chen
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Thomas Chung-Cheung Yau
- Centre for Cancer Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Oswens Siu-Hung Lo
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Dominic Chi-Chung Foo
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Jensen Tung-Chung Poon
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wai-Keung Leung
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Roberta Wen-Chi Pang
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.,Centre for Cancer Research, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Wai-Lun Law
- Department of Surgery, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| |
Collapse
|
15
|
Tenascin C in colorectal cancer stroma is a predictive marker for liver metastasis and is a potent target of miR-198 as identified by microRNA analysis. Br J Cancer 2017; 117:1360-1370. [PMID: 29065427 PMCID: PMC5672932 DOI: 10.1038/bjc.2017.291] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Revised: 07/18/2017] [Accepted: 07/31/2017] [Indexed: 01/12/2023] Open
Abstract
Background: Tumour stroma has important roles in the development of colorectal cancer (CRC) metastasis. We aimed to clarify the roles of microRNAs (miRNAs) and their target genes in CRC stroma in the development of liver metastasis. Methods: Tumour stroma was isolated from formalin-fixed, paraffin-embedded tissues of primary CRCs with or without liver metastasis by laser capture microdissection, and miRNA expression was analysed using TaqMan miRNA arrays. Results: Hierarchical clustering classified 16 CRCs into two groups according to the existence of synchronous liver metastasis. Combinatory target prediction identified tenascin C as a predicted target of miR-198, one of the top 10 miRNAs downregulated in tumour stroma of CRCs with synchronous liver metastasis. Immunohistochemical analysis of tenascin C in 139 primary CRCs revealed that a high staining intensity was correlated with synchronous liver metastasis (P<0.001). Univariate and multivariate analyses revealed that the tenascin C staining intensity was an independent prognostic factor to predict postoperative overall survival (P=0.005; n=139) and liver metastasis-free survival (P=0.001; n=128). Conclusions: Alterations of miRNAs in CRC stroma appear to form a metastasis-permissive environment that can elevate tenascin C to promote liver metastasis. Tenascin C in primary CRC stroma has the potential to be a novel biomarker to predict postoperative prognosis.
Collapse
|
16
|
Wang ZD, Qu FY, Chen YY, Ran ZS, Liu HY, Zhang HD. Involvement of microRNA-718, a new regulator of EGR3, in regulation of malignant phenotype of HCC cells. J Zhejiang Univ Sci B 2017; 18:27-36. [PMID: 28070994 DOI: 10.1631/jzus.b1600205] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Hepatocellular carcinoma (HCC) is still one of the most common death-related malignancies worldwide. Because the way onset and progression are hidden most, HCC diagnoses are made at an advanced stage, when they are unsuitable for surgical resection. MicroRNAs are a class of small non-coding RNAs, participating in many aspects of cancers. In this study, we tried to establish the role of microRNA-718 (miR-718) in the malignant phenotype of HCC cells and its possible role in HCC diagnosis. METHODS Here we first used a methylthiazolyldiphenyl-tetrazolium bromide (MTT) assay, Transwell migration and invasion assays, and colony formation assay to evaluate the impact of miR-718 on the malignant phenotypes of HCC cells. Then, we used bioinformatic methods to predict the target gene of miR-718 and used green fluorescence protein (GFP) reporter assay, Western blot, and quantitative real-time polymerase chain reaction (qRT-PCR) to validate the regulation relationship. Finally, we determined the role of the target gene in the HCC phenotype. RESULTS We found that the expression of miR-718 was significantly reduced in various HCC cell lines and HCC tissues. Re-expression of miR-718 significantly reduced the cellular viability and colony formation ability as well as inhibited the migration and invasion abilities of HCC cell lines. Early growth response protein 3 (EGR3) is a direct target of miR-718 and is negatively regulated by miR-718. EGR3 could increase the viability and proliferation of HCC cells, and promot the migration and invasion of HCC cells. CONCLUSIONS miR-718 acts as a tumor suppressive microRNA in HCC via regulating the expression of EGR3, which may provide a new diagnostic marker and treatment target for HCC.
Collapse
Affiliation(s)
- Zhong-Dong Wang
- Clinical Laboratory of Taishan Sanatorium of Shandong Province, Tai'an 271001, China
| | - Fan-Yong Qu
- Interventional Radiology, Yantai Affiliated Hospital of Binzhou Medical University, Yantai 264100, China
| | - Yuan-Yuan Chen
- Center of Health Examination, Affiliated Hospital of Taishan Medical University, Tai'an 271001, China
| | - Zhang-Shen Ran
- Center of Health Examination, Affiliated Hospital of Taishan Medical University, Tai'an 271001, China
| | - Hai-Yan Liu
- Department of Oncology, Affiliated Hospital of Taishan Medical University, Tai'an 271001, China
| | - Hai-Dong Zhang
- Department of Basic Medicine, Taishan Medical University, Tai'an 271001, China
| |
Collapse
|
17
|
Zhang Y, Li M, Ding Y, Fan Z, Zhang J, Zhang H, Jiang B, Zhu Y. Serum MicroRNA profile in patients with colon adenomas or cancer. BMC Med Genomics 2017; 10:23. [PMID: 28427387 PMCID: PMC5399348 DOI: 10.1186/s12920-017-0260-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2016] [Accepted: 04/07/2017] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Colon cancer, one of the most common causes of cancer-related deaths, arises from adenomatous polyps. In these years, circulating microRNAs (miRNAs) have attracted increasing attention as novel biomarkers for colon cancers. The dysregulated circulating miRNAs in patients with colon adenomas has not been well-understood. METHODS Here, we aimed to identify miRNA profile in the serum of patients with colon adenomas or colon cancer by using microarray. Then we validated eight differentially expressed miRNAs (DEMs) by qRT-PCR and predicted their targets. RESULTS We identified 26 DEMs from Adenomas versus Normal comparison (11 up-regulations and 15 down-regulations), 72 DEMs from Cancer versus Normal comparison (19 up-regulations and 53 down-regulations) and 17 DEMs from Cancer versus Adenomas comparison (4 up-regulations and 13 down-regulations). Moreover, three DEMs identified from Cancer versus Normal comparison were included in the list of DEMs identified from Cancer versus Adenomas comparison, and may be specific diagnostic biomarkers for colon cancer. Five down-regulated miRNAs identified from Cancer versus Normal comparison were included in the list of DEMs identified from Adenomas versus Normal comparison, and may be important for the development of colon polyps and cancer. CONCLUSIONS We discovered 8 circulating miRNAs associated with colon adenomas and colon cancer, and these miRNAs may potentially serve as noninvasive screening biomarkers for colon cancer. Our study is useful for expanding our understanding in the development of colon adenomas and colon cancer, and thus provide novel insights into colon cancer pathogenesis and prevention.
Collapse
Affiliation(s)
- Yajie Zhang
- Central Laboratory, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
- Clinical Biobank of Nanjing Hospital of Traditional Chinese Medicine, Nanjing, People’s Republic of China
| | - Min Li
- Department of Oncology, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| | - Yijiang Ding
- National Medical Centre of Colorectal Disease, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| | - Zhimin Fan
- National Medical Centre of Colorectal Disease, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| | - Jinchun Zhang
- Department of Clinical Laboratory, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| | - Hongying Zhang
- Department of Pathology, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, Jiangsu 210001 People’s Republic of China
| | - Bin Jiang
- National Medical Centre of Colorectal Disease, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| | - Yong Zhu
- National Medical Centre of Colorectal Disease, The Third Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| |
Collapse
|
18
|
Zhang X, Ma X, An H, Xu C, Cao W, Yuan W, Ma J. Upregulation of microRNA-125b by G-CSF promotes metastasis in colorectal cancer. Oncotarget 2017; 8:50642-50654. [PMID: 28881590 PMCID: PMC5584181 DOI: 10.18632/oncotarget.16892] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2016] [Accepted: 03/27/2017] [Indexed: 12/31/2022] Open
Abstract
Although there are reports of miR-125b being dysregulated in colorectal cancer (CRC) and associated with CRC progression, little is known about its intrinsic regulatory mechanisms. Here we detected the expression of miR-125b in CRC tissues, subsequently investigated the effect of miR-125b on the proliferation, apoptosis, cell cycle and metastasis on CRC cells. Our results showed that the expression of miR-125b was significantly decreased in CRC tissues comparing to adjacent tissues. However, with the stimulation of Granulocyte colony-stimulating factor (G-CSF), which was highly expressed in CRC tissues, the expression of miR-125b could be improved. Analysis of patient samples revealed that miR-125b presented a clear association with poor differentiation, positive lymph node metastasis, and advanced TNM stage. Overexpression of miR-125b inhibited cell proliferation, triggered G2/M cell cycle arrest, induced subsequent apoptosis, and promoted cell migration and invasion. Moreover, luciferase reporter assays and western blot clarified that the myeloid cell leukemia 1 (MCL1) was a direct target of miR-125b. Thus overexpression of MCL1 attenuated the pro-metastasis function of miR-125b in CRC cell lines. In addition, the protein expression level of MCL1 was decreased in CRC tissues from patients with positive lymph node metastasis, which had high miR-125b expression. Collectively, our study suggested that miR-125b induced by G-CSF plays a promoting role in the metastasis of CRC by targeting MCL1, which may serve as a novel therapeutic target for CRC metastasis.
Collapse
Affiliation(s)
- Xinghua Zhang
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Xiao Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Huaying An
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China
| | - Changqing Xu
- Department of Gastroenterology, Shandong Provincial Qianfoshan Hospital, Shandong University, Jinan, China
| | - Wenjo Cao
- Department of Science, University of British Columbia, Vancouver, Canada
| | - Wei Yuan
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China.,Clinical Immunology Center, Chinese Academy of Medical Science, Beijing, China
| | - Jie Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China.,Clinical Immunology Center, Chinese Academy of Medical Science, Beijing, China.,Department of Biotherapy, Beijing Hospital, National Center of Gerontology, Beijing, China
| |
Collapse
|
19
|
Yu G, Xiao Q, Ma XP, Chen X, Shi Z, Zhang LY, Chen H, Zhang P, Ding DL, Huang HX, Saiyin H, Chen TY, Lu PX, Wang NJ, Yu H, Sun J, Conran C, Zheng SL, Xu J, Yu L, Jiang DK. miR-492G>C polymorphism (rs2289030) is associated with overall survival of hepatocellular carcinoma patients. Tumour Biol 2016; 37:8961-8972. [PMID: 26753964 DOI: 10.1007/s13277-015-4752-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Accepted: 12/29/2015] [Indexed: 12/17/2022] Open
Abstract
Single-nucleotide polymorphisms (SNPs) of microRNAs (miRNAs) are considered potential markers of cancer risk and prognosis in various cancers. In the current study, the primary aim is to determine whether the miR-492G>C polymorphism (rs2289030) altered hepatocellular carcinoma (HCC) prognosis. The SNP rs2289030 of miR-492 was genotyped using DNA from blood samples of 362 HCC patients that had undergone surgical resection of a HCC tumor. The associations between overall survival and demographic characteristics, clinical features, and the SNP rs2289030 were estimated using the Cox proportional hazards model. Results showed that patients who carried the CG genotype (P = 0.015, hazard ratio [HR] = 0.704, 95 % confidence interval [CI] 0.530-0.934) and CG+GG genotype (P = 0.011, HR = 0.703, 95 % CI 0.536-0.924) had significantly decreased risk of death compared to those with the CC genotype. Similar results were found in the multivariate analysis adjusted by tumor size and venous invasion. Further stratification analysis indicated that the effect of rs2289030 had more prominence in patients ≤50 years old and that reported ever using alcohol, male gender, a family history of HCC, being HbsAg or alpha fetoprotein (AFP) positive, differentiation I + II, presence of venous invasion or cirrhosis, multiple tumors, and pTNM stage I + II. Results from this study illustrate the potential use of miR-492 rs2289030 as a prognostic marker for HCC patients that have undergone a surgical resection of the tumor.
Collapse
Affiliation(s)
- Guopeng Yu
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
- Fudan Institute of Urology, Huashan Hospital, Fudan University, Shanghai, China
- Department of Urology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- Center for Cancer Genomics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Qianyi Xiao
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
| | - Xiao-Pin Ma
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
| | - Xubo Chen
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
| | - Zhuqing Shi
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
| | - Lu-Yao Zhang
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
| | - Haitao Chen
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
| | - Pengyin Zhang
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
| | - Dong-Lin Ding
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
| | - Hui-Xing Huang
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
| | - Hexige Saiyin
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
| | - Tao-Yang Chen
- Qidong Liver Cancer Institute, Qidong People's Hospital, Qidong, Jiangsu, China
| | - Pei-Xin Lu
- Qidong Liver Cancer Institute, Qidong People's Hospital, Qidong, Jiangsu, China
| | - Neng-Jin Wang
- Qidong Liver Cancer Institute, Qidong People's Hospital, Qidong, Jiangsu, China
| | - Hongjie Yu
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
| | - Jielin Sun
- Center for Cancer Genomics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Carly Conran
- Center for Genomic Cancer Research, NorthShore University HealthSystem, The University of Chicago, Chicago, IL, USA
| | - S Lilly Zheng
- Center for Cancer Genomics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
- Center for Genomic Cancer Research, NorthShore University HealthSystem, The University of Chicago, Chicago, IL, USA
| | - Jianfeng Xu
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China
- Fudan Institute of Urology, Huashan Hospital, Fudan University, Shanghai, China
- Center for Genomic Cancer Research, NorthShore University HealthSystem, The University of Chicago, Chicago, IL, USA
| | - Long Yu
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China
- Institute of Biomedical Science, Fudan University, Shanghai, China
| | - De-Ke Jiang
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center for Genetics and Development, School of Life Sciences, Fudan University, 2005 Songhu Rd., Shanghai, 200438, China.
- Ministry of Education Key Laboratory of Contemporary Anthropology, School of Life Sciences, Fudan University, Shanghai, China.
- Center for Genetic Epidemiology, School of Life Sciences, Fudan University, Shanghai, China.
- Center for Genetic Translational Medicine and Prevention, School of Public Health, Fudan University, Shanghai, China.
- Center for Cancer Genomics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
- Center for Genomic Cancer Research, NorthShore University HealthSystem, The University of Chicago, Chicago, IL, USA.
| |
Collapse
|
20
|
Chen G, Han N, Li G, Li X, Li G, Li Z, Li Q. Time course analysis based on gene expression profile and identification of target molecules for colorectal cancer. Cancer Cell Int 2016; 16:22. [PMID: 27013928 PMCID: PMC4806509 DOI: 10.1186/s12935-016-0296-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2016] [Accepted: 03/09/2016] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND The study aimed to investigate the expression changes of genes in colorectal cancer (CRC) and screen the potential molecular targets. METHODS The GSE37178 of mRNA expression profile including the CRC samples extracted by surgical resection and the paired normal samples was downloaded from Gene Expression Omnibus database. The genes whose expressions were changed at four different time points were screened and clustered using Mfuzz package. Then DAVID was used to perform the functional and pathway enrichment analysis for genes in different clusters. The protein-protein interaction (PPI) networks were constructed for genes in the clusters according to the STRING database. Furthermore, the related-transcription factors (TFs) and microRNAs (miRNAs) were obtained based on the resources in databases and then were combined with the PPI networks in each cluster to construct the integrated network containing genes, TFs and miRNAs. RESULTS As a result, 314 genes were clustered into four groups. Genes in cluster 1 and cluster 2 showed a decreasing trend, while genes in cluster 3 and cluster 4 presented an increasing trend. Then 18 TFs (e.g., TCF4, MEF2C and FOS) and 18 miRNAs (e.g., miR-382, miR-217, miR-1184, miR-326 and miR-330-5p) were identified and three integrated networks for cluster 1, 3, and 4 were constructed. CONCLUSIONS The results implied that expression of PITX2, VSNL1, TCF4, MEF2C and FOS are time-related and associated with CRC development, accompanied by several miRNAs including miR-382, miR-217, miR-21, miR-1184, miR-326 and miR-330-5p. All of them might be used as potential diagnostic or therapeutic target molecules for CRC.
Collapse
Affiliation(s)
- Guoting Chen
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| | - Ning Han
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| | - Guofeng Li
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| | - Xin Li
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| | - Guang Li
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| | - Zengchun Li
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| | - Qinchuan Li
- Department of Emergency Surgery, East Hospital, Tongji University School of Medicine, No. 150, Jimo Road, Shanghai, 200120 China
| |
Collapse
|
21
|
Kim JH, Kim HR, Lee BR, Choi ES, In SI, Kim E. Carcinogenic activity of PbS quantum dots screened using exosomal biomarkers secreted from HEK293 cells. Int J Nanomedicine 2015; 10:5513-27. [PMID: 26355701 PMCID: PMC4560511 DOI: 10.2147/ijn.s89593] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Lead sulfide (PbS) quantum dots (QDs) have been applied in the biomedical area because they offer an excellent platform for theragnostic applications. In order to comprehensively evaluate the biocompatibility of PbS QDs in human cells, we analyzed the exosomes secreted from cells because exosomes are released during cellular stress to convey signals to other cells and serve as a reservoir of enriched biomarkers. PbS QDs were synthesized and coated with 3-mercaptopropionic acid (MPA) to allow the particles to disperse in water. Exosomes were isolated from HEK293 cells treated with PbS-MPA at concentrations of 0 µg/mL, 5 µg/mL, and 50 µg/mL, and the exosomal expression levels of miRNAs and proteins were analyzed. As a result, five miRNAs and two proteins were proposed as specific exosomal biomarkers for the exposure of HEK293 cells to PbS-MPA. Based on the pathway analysis, the molecular signature of the exosomes suggested that PbS-MPA QDs had carcinogenic activity. The comet assay and expression of molecular markers, such as p53, interleukin (IL)-8, and C-X-C motif chemokine 5, indicated that DNA damage occurred in HEK293 cells following PbS-MPA exposure, which supported the carcinogenic activity of the particles. In addition, there was obvious intensification of miRNA expression signals in the exosomes compared with that of the parent cells, which suggested that exosomal biomarkers could be detected more sensitively than those of whole cellular extracts.
Collapse
Affiliation(s)
- Jung-Hee Kim
- Division of Nano and Energy Convergence Research, DGIST, Daegu, Republic of Korea
| | - Hye-Rim Kim
- Department of Energy Systems Engineering, DGIST, Daegu, Republic of Korea
| | - Bo-Ram Lee
- Division of Nano and Energy Convergence Research, DGIST, Daegu, Republic of Korea
| | - Eun-Sook Choi
- Division of Nano and Energy Convergence Research, DGIST, Daegu, Republic of Korea
| | - Su-Il In
- Department of Energy Systems Engineering, DGIST, Daegu, Republic of Korea
| | - Eunjoo Kim
- Division of Nano and Energy Convergence Research, DGIST, Daegu, Republic of Korea
| |
Collapse
|
22
|
Akçakaya P, Caramuta S, Åhlen J, Ghaderi M, Berglund E, Östman A, Bränström R, Larsson C, Lui WO. microRNA expression signatures of gastrointestinal stromal tumours: associations with imatinib resistance and patient outcome. Br J Cancer 2014; 111:2091-102. [PMID: 25349971 PMCID: PMC4260040 DOI: 10.1038/bjc.2014.548] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 09/11/2014] [Accepted: 09/16/2014] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Gastrointestinal stromal tumour (GIST) is mainly initialised by receptor tyrosine kinase gene mutations. Although the tyrosine kinase inhibitor imatinib mesylate considerably improved the outcome of patients, imatinib resistance still remains a major therapeutic challenge in GIST therapy. Herein we evaluated the clinical impact of microRNAs in imatinib-treated GISTs. METHODS The expression levels of microRNAs were quantified using microarray and RT-qPCR in GIST specimens from patients treated with neoadjuvant imatinib. The functional roles of miR-125a-5p and PTPN18 were evaluated in GIST cells. PTPN18 expression was quantified by western blotting in GIST samples. RESULTS We showed that overexpression levels of miR-125a-5p and miR-107 were associated with imatinib resistance in GIST specimens. Functionally, miR-125a-5p expression modulated imatinib sensitivity in GIST882 cells with a homozygous KIT mutation but not in GIST48 cells with double KIT mutations. Overexpression of miR-125a-5p suppressed PTPN18 expression, and silencing of PTPN18 expression increased cell viability in GIST882 cells upon imatinib treatment. PTPN18 protein levels were significantly lower in the imatinib-resistant GISTs and inversely correlated with miR-125a-5p. Furthermore, several microRNAs were significantly associated with metastasis, KIT mutational status and survival. CONCLUSIONS Our findings highlight a novel functional role of miR-125a-5p on imatinib response through PTPN18 regulation in GIST.
Collapse
Affiliation(s)
- P Akçakaya
- Department of Oncology–Pathology, Karolinska Institutet, Stockholm, Sweden
- Cancer Center Karolinska, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - S Caramuta
- Department of Oncology–Pathology, Karolinska Institutet, Stockholm, Sweden
- Cancer Center Karolinska, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - J Åhlen
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Breast and Endocrine Surgery, Endocrine and Sarcoma Surgery Unit, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - M Ghaderi
- Department of Oncology–Pathology, Karolinska Institutet, Stockholm, Sweden
- Cancer Center Karolinska, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - E Berglund
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - A Östman
- Department of Oncology–Pathology, Karolinska Institutet, Stockholm, Sweden
- Cancer Center Karolinska, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - R Bränström
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
- Department of Breast and Endocrine Surgery, Endocrine and Sarcoma Surgery Unit, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - C Larsson
- Department of Oncology–Pathology, Karolinska Institutet, Stockholm, Sweden
- Cancer Center Karolinska, Karolinska University Hospital, Stockholm SE-17176, Sweden
| | - W-O Lui
- Department of Oncology–Pathology, Karolinska Institutet, Stockholm, Sweden
- Cancer Center Karolinska, Karolinska University Hospital, Stockholm SE-17176, Sweden
| |
Collapse
|
23
|
Okugawa Y, Toiyama Y, Goel A. An update on microRNAs as colorectal cancer biomarkers: where are we and what's next? Expert Rev Mol Diagn 2014; 14:999-1021. [PMID: 25163355 PMCID: PMC4374444 DOI: 10.1586/14737159.2014.946907] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
miRNAs are abundant classes of small, endogenous non-coding RNAs, which inhibit the expression of target gene via post-transcriptional regulation. In addition to an important functional role miRNAs play in carcinogenesis, emerging evidence has demonstrated their feasibility as robust cancer biomarkers. In particular, the recent discovery of miRNAs in the body fluids provides an attractive opportunity for the development of non-invasive biomarkers for the diagnosis, prognosis and predictive response to cancer therapy. Colorectal cancer (CRC) is one of the most common cancers worldwide, and accumulating data provides a compelling case for the potential exploitation of miRNAs as CRC-biomarkers. This review summarizes the current state of literature in the field, focusing on the clinical relevance of miRNAs as potential biomarkers for CRC treatment and discussing the forthcoming challenges to further advance this exciting field of 'academic research' into 'bedside clinical care' of patients suffering from CRC.
Collapse
Affiliation(s)
- Yoshinaga Okugawa
- Gastrointestinal Cancer Research Laboratory, Division of Gastroenterology, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, Dallas, Texas 75246-2017, USA
| | - Yuji Toiyama
- Gastrointestinal Cancer Research Laboratory, Division of Gastroenterology, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, Dallas, Texas 75246-2017, USA
- Department of Gastrointestinal and Pediatric Surgery, Division of Reparative Medicine, Institute of Life Sciences, Graduate School of Medicine, Mie University, Mie 514-8507, Japan
| | - Ajay Goel
- Gastrointestinal Cancer Research Laboratory, Division of Gastroenterology, Department of Internal Medicine, Charles A. Sammons Cancer Center and Baylor Research Institute, Baylor University Medical Center, Dallas, Texas 75246-2017, USA
| |
Collapse
|
24
|
Zhou J, Zhang M, Huang Y, Feng L, Chen H, Hu Y, Chen H, Zhang K, Zheng L, Zheng S. MicroRNA-320b promotes colorectal cancer proliferation and invasion by competing with its homologous microRNA-320a. Cancer Lett 2014; 356:669-75. [PMID: 25458952 DOI: 10.1016/j.canlet.2014.10.014] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Revised: 09/02/2014] [Accepted: 10/14/2014] [Indexed: 01/08/2023]
Abstract
Colorectal cancer metastasis is believed to be associated with microRNA dysregulation. However, little is known as to how microRNAs regulate colorectal cancer proliferation, invasion and metastasis. In the present study, we compared the microRNA expression profiles between patients of colorectal cancer at diagnosis with and without liver metastasis. MicroRNA-320b was found to be among those up-regulated in the patient group with metastasis. We subsequently found that microRNA-320b, opposite of its homolog, microRNA-320a that differs by only a single nucleotide, functions in promoting colorectal cancer cell proliferation and invasion. Moreover, we found that overexpression of exogenous microRNA-320b can up-regulate the target genes of microRNA-320a including β-catenin, Neuropilin-1 and Rac-1, which are all known to promote tumor proliferation, invasion and metastasis. These results suggest that microRNA-320b may function in competing with microRNA-320a. Thus, our study has proposed one novel mechanism for controlling colorectal cancer proliferation and invasion through homologous competition between microRNAs. This mechanism may be important for colorectal cancer metastasis.
Collapse
Affiliation(s)
- Jiaojiao Zhou
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China
| | - Mengwen Zhang
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China
| | - Yanqing Huang
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China
| | - Lin Feng
- State Key Laboratory of Molecular Oncology, Cancer Institute & Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 10021, China; Department of Etiology and Carcinogenesis, Cancer Institute & Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 10021, China; Cancer Institute & Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 10021, China
| | - Hailong Chen
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China
| | - Yiwang Hu
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China
| | - Huarong Chen
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China
| | - Kaitai Zhang
- State Key Laboratory of Molecular Oncology, Cancer Institute & Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 10021, China; Department of Etiology and Carcinogenesis, Cancer Institute & Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 10021, China; Cancer Institute & Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 10021, China
| | - Lei Zheng
- Departments of Oncology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Bunting-Blaustein Building Room 488, Baltimore, MD, USA; Department of Surgery, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Bunting-Blaustein Building Room 488, Baltimore, MD, USA; The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Bunting-Blaustein Building Room 488, Baltimore, MD, USA.
| | - Shu Zheng
- Department of Surgical Oncology, the Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou, Zhejiang 310009, China; The Key Laboratory of Cancer Prevention and Intervention, China National Ministry of Education, 88 Jie-Fang Rd, Hangzhou, Zhejiang 310009, China.
| |
Collapse
|
25
|
Zhou JJ, Zheng S, Sun LF, Zheng L. MicroRNA regulation network in colorectal cancer metastasis. World J Biol Chem 2014; 5:301-307. [PMID: 25225598 PMCID: PMC4160524 DOI: 10.4331/wjbc.v5.i3.301] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2013] [Revised: 03/19/2014] [Accepted: 06/03/2014] [Indexed: 02/05/2023] Open
Abstract
Colorectal cancer is the third most common cancer worldwide. Metastasis is a major cause of colorectal cancer-related death. Mechanisms of metastasis remain largely obscure. MicroRNA is one of the most important epigenetic regulators by targeting mRNAs post-transcriptionally. Accumulated evidence has supported its significant role in the metastasis of colorectal cancer, including epithelial-mesenchymal transition and angiogenesis. Dissecting microRNAome potentially identifies specific microRNAs as biomarkers of colorectal cancer metastasis. Better understanding of the complex network of microRNAs in colorectal cancer metastasis provide new insights in the biological process of metastasis and in the potential targets for colorectal cancer therapies and for diagnosis of recurrent and metastatic colorectal cancer.
Collapse
|
26
|
Ying H, Lyu J, Ying T, Li J, Jin S, Shao J, Wang L, Xu H. Risk miRNA screening of ovarian cancer based on miRNA functional synergistic network. J Ovarian Res 2014; 7:9. [PMID: 24444095 PMCID: PMC3902002 DOI: 10.1186/1757-2215-7-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Accepted: 12/06/2013] [Indexed: 12/27/2022] Open
Abstract
Background miRNAs are proved to have causal roles in tumorgenesis involving various types of human cancers, but the mechanism is not clear. We aimed to explore the effect of miRNAs on the development of ovarian cancer and the underlying mechanism. Methods The miRNA expression profile GSE31801 was downloaded from GEO (Gene Expression Omnibus) database. Firstly, the differentially expressed miRNAs were screened. Target genes of the miRNAs were collected from TargetScan, PicTar, miRanda, and DIANA-microT database, then the miRNA-miRNA co-regulating network was constructed using miRNA pairs with common regulated target genes. Next, the functional modules in the network were studied, the miRNA pairs regulated at least one modules were enriched to form the miRNA functional synergistic network (MFSN). Results Risk miRNA were selected in MFSN according to the topological structure. Transcript factors (TFs) in MFSN were identified, followed by the miRNA-transcript factor networks construction. Totally, 42 up- and 61 down-regulated differentially expressed miRNAs were identified, of which 68 formed 2292 miRNA pairs in the miRNA-miRNA co-regulating network. GO: 0007268 (synaptic transmission) and GO: 0019226 (transmission of nerve impulse) were the two common functions of miRNAs in MFSN, and hsa-miR-579 (36), hsa-miR-942 (31), hsa-miR-105 (31), hsa-miR-150 (34), and hsa-miR-27a* (32) were selected as the hub nodes in MFSN. Conclusions In all, 17 TFs, including CREM, ERG, and CREB1 were screened as the cancer related TFs in MFSN. Other TFs, such as BIN1, FOXN3, FOXK1, FOXP2, and ESRRG with high degrees may be inhibited in ovarian cancer. MFSN gave us a new shed light on the mechanism studies in ovarian cancer.
Collapse
Affiliation(s)
- Huanchun Ying
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, No,36, Sanhao Street, Heping District, Shenyang, Liaoning Province 110004, China.
| | | | | | | | | | | | | | | |
Collapse
|
27
|
Dettmer M, Perren A, Moch H, Komminoth P, Nikiforov YE, Nikiforova MN. Comprehensive MicroRNA expression profiling identifies novel markers in follicular variant of papillary thyroid carcinoma. Thyroid 2013; 23:1383-9. [PMID: 23427895 PMCID: PMC3822383 DOI: 10.1089/thy.2012.0632] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Follicular variant of papillary thyroid carcinoma (FVPTC) shares features of papillary (PTC) and follicular (FTC) thyroid carcinomas on a clinical, morphological, and genetic level. MicroRNA (miRNA) deregulation was extensively studied in PTCs and FTCs. However, very limited information is available for FVPTC. The aim of this study was to assess miRNA expression in FVPTC with the most comprehensive miRNA array panel and to correlate it with the clinicopathological data. METHODS Forty-four papillary thyroid carcinomas (17 FVPTC, 27 classic PTC) and eight normal thyroid tissue samples were analyzed for expression of 748 miRNAs using Human Microarray Assays on the ABI 7900 platform (Life Technologies, Carlsbad, CA). In addition, an independent set of 61 tumor and normal samples was studied for expression of novel miRNA markers detected in this study. RESULTS Overall, the miRNA expression profile demonstrated similar trends between FVPTC and classic PTC. Fourteen miRNAs were deregulated in FVPTC with a fold change of more than five (up/down), including miRNAs known to be upregulated in PTC (miR-146b-3p, -146-5p, -221, -222 and miR-222-5p) and novel miRNAs (miR-375, -551b, 181-2-3p, 99b-3p). However, the levels of miRNA expression were different between these tumor types and some miRNAs were uniquely dysregulated in FVPTC allowing separation of these tumors on the unsupervised hierarchical clustering analysis. Upregulation of novel miR-375 was confirmed in a large independent set of follicular cell derived neoplasms and benign nodules and demonstrated specific upregulation for PTC. Two miRNAs (miR-181a-2-3p, miR-99b-3p) were associated with an adverse outcome in FVPTC patients by a Kaplan-Meier (p < 0.05) and multivariate Cox regression analysis (p < 0.05). CONCLUSIONS Despite high similarity in miRNA expression between FVPTC and classic PTC, several miRNAs were uniquely expressed in each tumor type, supporting their histopathologic differences. Highly upregulated miRNA identified in this study (miR-375) can serve as a novel marker of papillary thyroid carcinoma, and miR-181a-2-3p and miR-99b-3p can predict relapse-free survival in patients with FVPTC thus potentially providing important diagnostic and predictive value.
Collapse
Affiliation(s)
- Matthias Dettmer
- 1 Department of Pathology and Laboratory Medicine, University of Pittsburgh Medical Center , Pittsburgh, Pennsylvania
| | | | | | | | | | | |
Collapse
|
28
|
Schee K, Lorenz S, Worren MM, Günther CC, Holden M, Hovig E, Fodstad O, Meza-Zepeda LA, Flatmark K. Deep Sequencing the MicroRNA Transcriptome in Colorectal Cancer. PLoS One 2013; 8:e66165. [PMID: 23824282 PMCID: PMC3688869 DOI: 10.1371/journal.pone.0066165] [Citation(s) in RCA: 121] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2013] [Accepted: 05/02/2013] [Indexed: 12/11/2022] Open
Abstract
Colorectal cancer (CRC) is one of the leading causes of cancer related deaths and the search for prognostic biomarkers that might improve treatment decisions is warranted. MicroRNAs (miRNAs) are short non-coding RNA molecules involved in regulating gene expression and have been proposed as possible biomarkers in CRC. In order to characterize the miRNA transcriptome, a large cohort including 88 CRC tumors with long-term follow-up was deep sequenced. 523 mature miRNAs were expressed in our cohort, and they exhibited largely uniform expression patterns across tumor samples. Few associations were found between clinical parameters and miRNA expression, among them, low expression of miR-592 and high expression of miR-10b-5p and miR-615-3p were associated with tumors located in the right colon relative to the left colon and rectum. High expression of miR-615-3p was also associated with poorly differentiated tumors. No prognostic biomarker candidates for overall and metastasis-free survival were identified by applying the LASSO method in a Cox proportional hazards model or univariate Cox. Examination of the five most abundantly expressed miRNAs in the cohort (miR-10a-5p, miR-21-5p, miR-22-3p, miR-143-3p and miR-192-5p) revealed that their collective expression represented 54% of the detected miRNA sequences. Pathway analysis of the target genes regulated by the five most highly expressed miRNAs uncovered a significant number of genes involved in the CRC pathway, including APC, TGFβ and PI3K, thus suggesting that these miRNAs are relevant in CRC.
Collapse
Affiliation(s)
- Kristina Schee
- Department of Tumor Biology, Institute for Cancer Research, Clinic for Cancer, Surgery and Transplantation, The Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Xiong W, Sun LP, Chen XM, Li HY, Huang SA, Jie SH. Comparison of microRNA expression profiles in HCC-derived microvesicles and the parental cells and evaluation of their roles in HCC. ACTA ACUST UNITED AC 2013; 33:346-352. [PMID: 23771658 DOI: 10.1007/s11596-013-1122-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2012] [Indexed: 12/17/2022]
Abstract
To determine whether the microRNAs (miRNAs) contained in cancer-derived microvesicles (MVs) mirror those of the parental tumor cells, we compared the miRNA expression profiles of MVs derived from their parental hepatocellular carcinoma (HCC) cells. The presence and levels of 888 miRNAs from SMMC-7721 cells and MVs were detected by Agilent miRNA microarray analysis. Four selected miRNAs were verified by real time qRT-PCR. Furthermore, the genes of the miRNAs were bioinformatically identified to explore potential roles of the miRNAs in HCC microenvironment. Our results showed that miRNAs expression profiles of MVs derived from HCC were significantly changed. Of all the miRNAs tested, 148 miRNAs were co-expressed in MVs and SMMC-7721 cells, only 121 and 15 miRNAs were detected in MVs and SMMC-7721 cells, respectively. Among the 148 co-expressing miRNAs, 48 miRNAs had the similar expression level and 6 of them were supposed to be oncogenic or suppressive miRNAs. According to the target prediction by Quantile Algorithm method, these miRNAs may regulate 3831 genes which were closely related to cell cycle, apoptosis and oncogenesis, and 78 were known tumor suppressors or oncogenes. Gene ontology (GO) analysis indicated that 3831 genes were mainly associated with nucleic acid binding, cell death, cell adhesion. MVs containing miRNAs, released into the HCC microenvironment, bear the characteristic miRNAs of the original cells and might participate in cancer progression.
Collapse
Affiliation(s)
- Wei Xiong
- Center for Stem Cell Research and Application, Institute of Hematology, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Li-Ping Sun
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xiao-Mei Chen
- Center for Stem Cell Research and Application, Institute of Hematology, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Hui-Yu Li
- Center for Stem Cell Research and Application, Institute of Hematology, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Shi-Ang Huang
- Center for Stem Cell Research and Application, Institute of Hematology, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Sheng-Hua Jie
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| |
Collapse
|
30
|
Farhana L, Dawson MI, Murshed F, Das JK, Rishi AK, Fontana JA. Upregulation of miR-150* and miR-630 induces apoptosis in pancreatic cancer cells by targeting IGF-1R. PLoS One 2013; 8:e61015. [PMID: 23675407 PMCID: PMC3651232 DOI: 10.1371/journal.pone.0061015] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2012] [Accepted: 03/05/2013] [Indexed: 12/22/2022] Open
Abstract
MicroRNAs have been implicated in many critical cellular processes including apoptosis. We have previously found that apoptosis in pancreatic cancer cells was induced by adamantyl retinoid-related (ARR) molecule 3-Cl-AHPC. Here we report that 3-Cl-AHPC-dependent apoptosis involves regulating a number of microRNAs including miR-150* and miR-630. 3-Cl-AHPC stimulated miR-150* expression and caused decreased expression of c-Myb and IGF-1R in the pancreatic cancer cells. 3-Cl-AHPC-mediated reduction of c-Myb resulted in diminished binding of c-Myb with IGF-1R and Bcl-2 promoters, thereby causing repression of their transcription and protein expression. Over-expression of miR-150* also resulted in diminished levels of c-Myb and Bcl-2 proteins. Furthermore, the addition of the miRNA inhibitor 2′-O-methylated miR-150 blocked 3-Cl-AHPC-mediated increase in miR-150* levels and abrogated loss of c-Myb protein. Knockdown of c-Myb in PANC-1 cells resulted in enhanced apoptosis both in the presence or absence of 3-Cl-AHPC confirming the anti-apoptotic property of c-Myb. Overexpression of miR-630 also induced apoptosis in the pancreatic cancer cells and inhibited target protein IGF-1R mRNA and protein expression. Together these results implicate key roles for miR-150* and miR-630 and their targeting of IGF-1R to promote apoptosis in pancreatic cancer cells.
Collapse
Affiliation(s)
- Lulu Farhana
- Department of Oncology, Wayne Sate University, Detroit, Michigan, United States of America
- John D. Dingell VA Medical Center, Detroit, Michigan, United States of America
- Wayne State University, Detroit, Michigan, United States of America
- Karmanos Cancer Institute, Detroit, Michigan, United States of America
| | - Marcia I. Dawson
- Sanford-Burnham Medical Research Institute, La Jolla, California, United States of America
| | - Farhan Murshed
- John D. Dingell VA Medical Center, Detroit, Michigan, United States of America
| | - Jayanta K. Das
- Department of Oncology, Wayne Sate University, Detroit, Michigan, United States of America
- John D. Dingell VA Medical Center, Detroit, Michigan, United States of America
- Wayne State University, Detroit, Michigan, United States of America
| | - Arun K. Rishi
- Department of Oncology, Wayne Sate University, Detroit, Michigan, United States of America
- John D. Dingell VA Medical Center, Detroit, Michigan, United States of America
- Wayne State University, Detroit, Michigan, United States of America
- Karmanos Cancer Institute, Detroit, Michigan, United States of America
| | - Joseph A. Fontana
- Department of Oncology, Wayne Sate University, Detroit, Michigan, United States of America
- John D. Dingell VA Medical Center, Detroit, Michigan, United States of America
- Wayne State University, Detroit, Michigan, United States of America
- Karmanos Cancer Institute, Detroit, Michigan, United States of America
- * E-mail:
| |
Collapse
|
31
|
Iino I, Kikuchi H, Miyazaki S, Hiramatsu Y, Ohta M, Kamiya K, Kusama Y, Baba S, Setou M, Konno H. Effect of miR-122 and its target gene cationic amino acid transporter 1 on colorectal liver metastasis. Cancer Sci 2013; 104:624-30. [PMID: 23373973 PMCID: PMC7657140 DOI: 10.1111/cas.12122] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2012] [Revised: 01/14/2013] [Accepted: 02/04/2013] [Indexed: 12/22/2022] Open
Abstract
Control of liver metastasis is an important issue in the treatment of colorectal cancer (CRC). MicroRNAs have been shown to be involved in the development of many cancers, but little is known about their role in the process of colorectal liver metastasis. We compared miRNA expression between primary colorectal tumors and liver metastasis to identify those involved in the process of metastasis. Cancer cells were isolated from formalin-fixed paraffin-embedded primary CRC samples and their corresponding metastatic liver tumors in six patients using laser capture microdissection, and miRNA expression was analyzed using TaqMan miRNA arrays. The most abundant miRNA in liver metastasis compared with primary tumors was miR-122. Immunohistochemical analysis revealed that the expression levels of cationic amino acid transporter 1 (CAT1), a negative target gene of miR-122, were lower in liver metastases than primary tumors (P < 0.001). Expression levels of CAT1 in 132 primary tumors were negatively correlated with the existence of synchronous liver metastasis (P = 0.0333) and tumor stage (P < 0.0001). In an analysis of 121 colon cancer patients without synchronous liver metastasis, patients with CAT1-low colon cancer had significantly shorter liver metastasis-free survival (P = 0.0258) but not overall survival or disease-free survival. Overexpression of miR-122 and concomitant suppression of CAT1 in the primary tumor appears to play important roles in the development of colorectal liver metastasis. Expression of CAT1 in the primary CRC has the potential to be a novel biomarker to predict the risk of postoperative liver metastasis of CRC patients.
Collapse
Affiliation(s)
- Ichirota Iino
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | | | | | | | | | | | | | | | | | | |
Collapse
|
32
|
Sun K, Deng HJ, Lei ST, Dong JQ, Li GX. miRNA-338-3p suppresses cell growth of human colorectal carcinoma by targeting smoothened. World J Gastroenterol 2013; 19:2197-2207. [PMID: 23599646 PMCID: PMC3627884 DOI: 10.3748/wjg.v19.i14.2197] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2012] [Revised: 01/13/2013] [Accepted: 02/08/2013] [Indexed: 02/06/2023] Open
Abstract
AIM: To investigate the regulative effect of miRNA-338-3p (miR-338-3p) on cell growth in colorectal carcinoma (CRC).
METHODS: The lentiviral vector pLV-THM-miR-338-3p and pLV-THM-miR-338-3p-inhibitor were constructed. The recombinant viral vector encoding the pre-miR-338-3p or miR-338-3p-inhibitor and the two packaging plasmids psPAX2 and pMD2.G were cotransfected into human embryonic kidney 293T cells to package lentivirus. The supernatant containing the lentivirus particles was harvested to determine the viral titer, and this supernatant was then used to transduce CRC-derived cell line, SW-620. Flow cytometry was utilized for sorting the green fluorescent protein (GFP)+ cells to establish the SW-620 cell line stably expressing pre-miR-338-3p or miR-338-3p-inhibitor. Moreover, the expression of miR-338-3p was determined by real-time reverse transcriptase polymerase chain reaction, and Western blotting was used to detect the expression of the smoothened (SMO, the possible target of miR-338-3p) protein in SW-620 cells. Furthermore, the status of CRC cell proliferation and apoptosis were detected by 3-(4,5-dimethyl-2 thiazoyl)-2,5-diphenyl-2H-tetrazolium bromide assay and flow cytometry, respectively.
RESULTS: Restriction enzyme digestion and DNA sequencing demonstrated that the lentiviral vector pLV-THM-miR-338-3p and pLV-THM-miR-338-3p-inhibitor were constructed successfully. GFP was expressed after the SW-620 cells were transduced by the lentivirus. Expression of miR-338-3p in SW-620 cells transduced with the lentivirus pLV-THM-miR-338-3p was significantly increased (relative expression 3.91 ± 0.51 vs 2.36 ± 0.44, P < 0.01). Furthermore, overexpression of miR-338-3p inhibited the expression of SMO protein in SW-620 cells, which showed obviously suppressed proliferation ability [cellular proliferation inhibition rate (CPIR) 61.9% ± 5.2% vs 41.6% ± 4.8%, P < 0.01]. Expression of miR-338-3p in SW-620 cells transduced with the lentivirus pLV-THM-miR-338-3p-inhibitor was significantly decreased (relative expression 0.92 ± 0.29 vs 2.36 ± 0.44, P < 0.01). Moreover, the downregulated expression of miR-338-3p caused upregulated expression of the SMO protein in SW-620 cells, which showed significantly enhanced proliferation ability (CPIR 19.2% ± 3.8% vs 41.6% ± 4.8%, P < 0.01). However, anti-SMO-siRNA largely, but not completely, reversed the effects induced by blockage of miR-338-3p, suggesting that the regulative effect of miR-338-3p on CRC cell growth was indeed mediated by SMO.
CONCLUSION: miR-338-3p could suppress CRC growth by inhibiting SMO protein expression.
Collapse
|
33
|
Yuxia M, Zhennan T, Wei Z. Circulating miR-125b is a novel biomarker for screening non-small-cell lung cancer and predicts poor prognosis. J Cancer Res Clin Oncol 2012; 138:2045-50. [PMID: 22806310 DOI: 10.1007/s00432-012-1285-0] [Citation(s) in RCA: 101] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2012] [Accepted: 06/28/2012] [Indexed: 12/12/2022]
Abstract
PURPOSE MicroRNAs are small, non-coding RNAs that are critical regulators of various diseases including cancer, and may represent a novel class of cancer biomarkers. Recent reports have highlighted the oncogenic aspects of miR-125b. However, the level and clinical relevance of circulating miR-125b transcripts in human serum of non-small-cell lung cancer (NSCLC) patients are unclear. The purpose of this study was to identify circulating miR-125b transcripts in human serum for use as a biomarker for stratification and prediction of prognosis in NSCLC. METHODS We analyzed serum levels of miR-125b in 193 patients with different stages of NSCLC. Blood samples were collected before surgery and therapy. Quantitative reverse transcription-polymerase chain reaction of circulating miR-125b transcripts was performed directly in serum to improve the efficiency of miRNA assessment. Receiver operating characteristic analysis was used to evaluate the sensitivity and specificity of serum miR-125b. RESULTS We found that serum miR-125b was consistently expressed in the non-tumor group and was significantly associated with NSCLC stage. miR-125b expression was capable of separating NSCLC patients from control groups with an area under the curve of 0.786. Furthermore, patients with high miR-125b expression displayed a significantly poorer prognosis compared with patients with low expression (p < 0.0001). Multivariate analysis indicated that high miR-125b expression was an independent prognostic factor for survival. CONCLUSIONS We propose that serum miR-125b may represent a novel biomarker in NSCLC patients and that high miR-125b expression is an independent prognostic factor for survival.
Collapse
Affiliation(s)
- Ma Yuxia
- Department of Respiration Medicine, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | | | | |
Collapse
|
34
|
LI ZHENYANG, GU XIAODONG, FANG YANTIAN, XIANG JIANBIN, CHEN ZONGYOU. microRNA expression profiles in human colorectal cancers with brain metastases. Oncol Lett 2012; 3:346-350. [PMID: 22740910 PMCID: PMC3464086 DOI: 10.3892/ol.2011.497] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2011] [Accepted: 11/21/2011] [Indexed: 01/18/2023] Open
Abstract
The present study aimed to identify microRNA (miRNA) expression profiles associated with brain metastases of colorectal cancers. We conducted miRNA expression profiling of 3 primary colorectal cancers and 3 brain-metastatic carcinomas using Agilent Human miRNA Microarrays. Quantitative real-time reverse transcription-polymerase chain reaction (RT-PCR) was employed to validate the results obtained from the miRNA microarray analysis. Overexpression of miR-145, miR-1, miR-146a, miR-576-5p, miR-126*, HS287, miR-28-5p, miR-143, miR-199b-5p, miR-199a-5p, miR-10b, miR-22, miR-133b, miR-145*, miR-199a, miR-133a, miR-125b and downregulation of miR-31 and HS170 were observed in brain-metastatic carcinomas. Quantitative RT-PCR experiments with miR-125b confirmed the expression patterns we found in our microarray experiments. miRNAs are differentially expressed between colorectal cancers and matched brain-metastatic carcinomas. The miRNA variation trend is quite different in the process of metastasis compared to that of carcinogenesis. These miRNAs may therefore serve as potential diagnostic markers and therapeutic targets for colorectal cancers with brain metastases.
Collapse
Affiliation(s)
| | | | - YANTIAN FANG
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| | - JIANBIN XIANG
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| | - ZONGYOU CHEN
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, P.R. China
| |
Collapse
|
35
|
Ovarian cancer: opportunity for targeted therapy. JOURNAL OF ONCOLOGY 2011; 2012:682480. [PMID: 22235203 PMCID: PMC3253450 DOI: 10.1155/2012/682480] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/10/2011] [Accepted: 11/01/2011] [Indexed: 11/30/2022]
Abstract
Ovarian cancer is a common cause of cancer mortality in women with limited treatment effectiveness in advanced stages. The limitation to treatment is largely the result of high rates of cancer recurrence despite chemotherapy and eventual resistance to existing chemotherapeutic agents. The objective of this paper is to review current concepts of ovarian carcinogenesis. We will review existing hypotheses of tumor origin from ovarian epithelial cells, Fallopian tube, and endometrium. We will also review the molecular pathogenesis of ovarian cancer which results in two specific pathways of carcinogenesis: (1) type I low-grade tumor and (2) type II high-grade tumor. Improved understanding of the molecular basis of ovarian carcinogenesis has opened new opportunities for targeted therapy. This paper will also review these potential therapeutic targets and will explore new agents that are currently being investigated.
Collapse
|
36
|
Srivastava SK, Bhardwaj A, Singh S, Arora S, Wang B, Grizzle WE, Singh AP. MicroRNA-150 directly targets MUC4 and suppresses growth and malignant behavior of pancreatic cancer cells. Carcinogenesis 2011; 32:1832-9. [PMID: 21983127 PMCID: PMC3220613 DOI: 10.1093/carcin/bgr223] [Citation(s) in RCA: 134] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2011] [Revised: 09/19/2011] [Accepted: 10/02/2011] [Indexed: 12/23/2022] Open
Abstract
Pancreatic cancer (PC) has the worst prognosis among all cancers due to its late diagnosis and lack of effective therapies. Therefore, identification of novel gene targets, which are differentially expressed in PC and functionally involved in malignant phenotypes, is critical to achieve early diagnosis and development of effective therapeutic strategies. We have shown previously that MUC4, an aberrantly overexpressed transmembrane mucin, promotes growth, invasion and metastasis of PC cells, thus underscoring its potential as a clinical target. Here, we report a novel microRNA (miRNA)-mediated mechanism underlying aberrant expression of MUC4 in PC. We demonstrate that the 3' untranslated region of MUC4 contains a highly conserved miRNA-150 (miR-150) binding motif and its direct interaction with miR-150 downregulates endogenous MUC4 protein levels. We also show that miR-150-mediated MUC4 downregulation is associated with a concomitant decrease in human epidermal growth factor receptor 2 and its phosphorylated form, leading to reduced activation of downstream signaling. Furthermore, our findings demonstrate that miR-150 overexpression inhibits growth, clonogenicity, migration and invasion and enhances intercellular adhesion in PC cells. Finally, our data reveal a downregulated expression of miR-150 in malignant pancreatic tissues, which is inversely associated with MUC4 protein levels. Altogether, these findings establish miR-150 as a novel regulator of MUC4 and a tumor suppressor miRNA in PC.
Collapse
Affiliation(s)
- Sanjeev K. Srivastava
- Department of Oncologic Sciences, Mitchell Cancer Institute, University of South Alabama, 1660 Springhill Avenue, Mobile, AL 36604-1405, USA
| | - Arun Bhardwaj
- Department of Oncologic Sciences, Mitchell Cancer Institute, University of South Alabama, 1660 Springhill Avenue, Mobile, AL 36604-1405, USA
| | - Seema Singh
- Department of Oncologic Sciences, Mitchell Cancer Institute, University of South Alabama, 1660 Springhill Avenue, Mobile, AL 36604-1405, USA
| | - Sumit Arora
- Department of Oncologic Sciences, Mitchell Cancer Institute, University of South Alabama, 1660 Springhill Avenue, Mobile, AL 36604-1405, USA
| | - Bin Wang
- Department of Mathematics and Statistics, University of South Alabama, Mobile, AL 36688-0002, USA
| | - William E. Grizzle
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294-1150, USA
| | - Ajay P. Singh
- Department of Oncologic Sciences, Mitchell Cancer Institute, University of South Alabama, 1660 Springhill Avenue, Mobile, AL 36604-1405, USA
- Department of Biochemistry and Molecular Biology, University of South Alabama, Mobile, AL 36688-0002, USA
| |
Collapse
|
37
|
Holliday CJ, Ankeny RF, Jo H, Nerem RM. Discovery of shear- and side-specific mRNAs and miRNAs in human aortic valvular endothelial cells. Am J Physiol Heart Circ Physiol 2011; 301:H856-67. [PMID: 21705672 DOI: 10.1152/ajpheart.00117.2011] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
The role of endothelial cells (ECs) in aortic valve (AV) disease remains relatively unknown; however, disease preferentially occurs in the fibrosa. We hypothesized oscillatory shear (OS) present on the fibrosa stimulates ECs to modify mRNAs and microRNAs (miRNAs) inducing disease. Our goal was to identify mRNAs and miRNAs differentially regulated by OS and laminar shear (LS) in human AVECs (HAVECs) from the fibrosa (fHAVECs) and ventricularis (vHAVECs). HAVECs expressed EC markers as well as some smooth muscle cell markers and functionally aligned with the flow. HAVECs were exposed to OS and LS for 24 h, and total RNA was analyzed by mRNA and miRNA microarrays. We found over 700 and 300 mRNAs down- and upregulated, respectively, by OS; however, there was no side dependency. mRNA microarray results were validated for 26 of 28 tested genes. Ingenuity Pathway Analysis revealed thrombospondin 1 (Thbs1) and NF-κB inhibitor-α (Nfkbia) as highly connected, shear-sensitive genes. miRNA array analysis yielded 30 shear-sensitive miRNAs and 3 side-specific miRNAs. miRNA validation confirmed 4 of 17 shear-sensitive miRNAs and 1 of 3 side-dependent miRNAs. Using miRWalk and several filtering steps, we identified shear-sensitive mRNAs potentially targeted by shear-sensitive miRNAs. These genes and signaling pathways could act as therapeutic targets of AV disease.
Collapse
Affiliation(s)
- Casey J Holliday
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
| | | | | | | |
Collapse
|