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Stark VA, Facey COB, Opdenaker L, Fields JZ, Boman BM. Differential miRNA Expression Contributes to Emergence of Multiple Cancer Stem Cell Subpopulations in Human Colorectal Cancer. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.06.527341. [PMID: 36798319 PMCID: PMC9934564 DOI: 10.1101/2023.02.06.527341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
One reason for lack of efficacy in cancer therapeutics is tumor heterogeneity. We hypothesize that tumor heterogeneity arises due to emergence of multiple cancer stem cell (CSC) subpopulations because miRNAs regulate expression of stem cell genes in CSCs. Our goal was to determine if: i) multiple CSC subpopulations exist in a human CRC cell population, and ii) miRNAs are differentially expressed in the different CSC subpopulations. We discovered that at least four different CSC populations (ALDH1, CD166, LGR5, LRIG1) exist in the HT29 cell line. CSC subpopulations were quantified using co-staining for multiple stem cell markers, isolated using FACS, and analyzed by NanoString miRNA profiling. The miRNA expression pattern in each CSC subpopulation was analyzed relative to miRNA expression patterns in other CSC subpopulations. Messenger RNAs predicted to be targeted by the upregulated miRNAs in each CSC subpopulation were: 1) identified using bioinformatics analyses, and 2) classified according to their predicted functions using David functional annotation analyses. We found multiple CSC subpopulations with a unique miRNA signature in each CSC subpopulation. Notably, the miRNAs expressed within one CSC subpopulation are predicted to target and downregulate the CSC genes and pathways that establish the other CSC subpopulations. Moreover, mRNAs predicted to be targeted by miRNAs in the different CSC subpopulations have different cellular functional classifications. That different CSC subpopulations express miRNAs that are predicted to target CSC genes expressed in other CSC subpopulations provides a mechanism that might explain the co-existence of multiple CSC subpopulations, tumor heterogeneity, and cancer therapy resistance.
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Affiliation(s)
- Victoria A. Stark
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
- Center for Translational Cancer Research, Helen F. Graham Cancer Center & Research Institute, Newark, DE 19713, USA
| | - Caroline O. B. Facey
- Center for Translational Cancer Research, Helen F. Graham Cancer Center & Research Institute, Newark, DE 19713, USA
| | - Lynn Opdenaker
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
- Center for Translational Cancer Research, Helen F. Graham Cancer Center & Research Institute, Newark, DE 19713, USA
| | | | - Bruce M. Boman
- Department of Biological Sciences, University of Delaware, Newark, DE 19716, USA
- Center for Translational Cancer Research, Helen F. Graham Cancer Center & Research Institute, Newark, DE 19713, USA
- Department of Pharmacology & Experimental Therapeutics, Thomas Jefferson University, Philadelphia, PA 19107, USA
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Investigating melanogenesis-related microRNAs as disease biomarkers in vitiligo. Sci Rep 2022; 12:13526. [PMID: 35941163 PMCID: PMC9360006 DOI: 10.1038/s41598-022-17770-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 07/30/2022] [Indexed: 11/17/2022] Open
Abstract
Vitiligo is considered a disabling disease that affects physical, social, psychological, and occupational aspects of an individual's quality of life. The search for non-invasive and reliable biomarkers for vitiligo's early diagnosis, prognosis, and treatment prediction is under intensive investigation. There is currently an emerging interest in employing miRNAs as biomarkers to predict vitiligo diagnosis and prognosis, inspired by the well-preserved nature of miRNAs in serum or plasma. In the current study, we assessed a panel of 20 melanogenesis pathway-related microRNAs (miRNAs) using quantitative real-time PCR technique in 85 non-segmental vitiligo (NSV) patients compared to 85 normal controls followed by function and pathway enrichment analysis for the miRNAs with significant results. Twelve out of the 20 circulating miRNAs showed significantly higher expression levels in vitiligo patients relative to controls where miR-423 show the highest expression level followed by miR-182, miR-106a, miR-23b, miR-9, miR-124, miR-130a, miR-203a, miR-181, miR-152, and miR-320a. While six miRNAs (miR-224, miR-148a, miR-137, and miR-7, miR-148b, miR-145, miR-374b, and miR-196b) didn’t show significant expression level. The analysis of the receiver operating curve indicated that miR-423, miR-106a, and miR-182 were outstanding biomarkers with the highest areas under the curve in vitiligo. This study is the first Egyptian study to investigate a panel of miRNAs expression profile in the plasma of patients with NSV. Our results suggest that specific circulating miRNAs signature might be implicated in vitiligo pathogenesis and could potentially be used as biomarkers in vitiligo.
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Sun Y, Wang P, Zhang Q, Wu H. CDK14/β-catenin/TCF4/miR-26b positive feedback regulation modulating pancreatic cancer cell phenotypes in vitro and tumor growth in mice model in vivo. J Gene Med 2022; 24:e3343. [PMID: 33871149 DOI: 10.1002/jgm.3343] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2020] [Revised: 03/09/2021] [Accepted: 03/24/2021] [Indexed: 11/06/2022] Open
Abstract
INTRODUCTION Chemotherapy and radiotherapy have been reported to be basically ineffective for pancreatic ductal adenocarcinoma patients; thus, gene therapy might provide a novel approach. CDK14, a new oncogenic member of the CDK family involved in the pancreatic cancer cell response to gemcitabine treatment, has been reported to be regulated by microRNAs. In the present study, we aimed to investigate whether miR-26b regulated CDK14 expression to affect the phenotype of pancreatic cancer cells. METHODS Overexpression or knockdown of CDK14 or miR-26b was generated in pancreatic cancer cell lines and the function of CDK14 and miR-26b on cell phenotype and the Wnt signaling pathway was determined using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide, 5-ethynyl-2'-deoxyuridine and transwell assays, as well as a xenograft model and western blotting. The predicted binding site between the 3'-untranslated region of CDK14 and miR-26b, miR-26b promoter and TCF4 was verified by luciferase or chromatin immunoprecipitation assays. RESULTS CDK14 overexpression inhibited p-GSK3β, whereas it promoted p-LRP6, the nuclear translocation of β-catenin and the transactivation of TCF4 transcription factor, thus promoting pancreatic cancer cell aggressiveness. miR-26b directly targeted CDK14 and inhibited CDK14 expression. In vitro and in vivo, miR-26b overexpression inhibited, and CDK14 overexpression promoted, cancer cell aggressiveness; CDK14 overexpression partially attenuated the miR-26b overexpression effects on cancer cells. The effects of miR-26b overexpression on tumor growth and the Wnt/β-catenin/TCF4 signaling were partially reversed by CDK14 overexpression. TCF4 inhibited the expression of miR-26b by targeting its promoter region. CONCLUSIONS CDK14, β-catenin, TCF4 and miR-26b form a positive feedback regulation for modulating pancreatic cancer cell phenotypes in vitro and tumor growth in vivo.
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Affiliation(s)
- Yunpeng Sun
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Pengfei Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qiyu Zhang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Huanhuan Wu
- Department of Post-anesthetic ICU, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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The Role of miR-23b in Cancer and Autoimmune Disease. JOURNAL OF ONCOLOGY 2021; 2021:6473038. [PMID: 34777498 PMCID: PMC8580694 DOI: 10.1155/2021/6473038] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 10/18/2021] [Indexed: 12/12/2022]
Abstract
Short-stranded miRNAs are single-stranded RNA molecules involved in the regulation of gene expression. miRNAs are involved in a variety of cellular physiological processes, including cell proliferation, differentiation, and apoptosis. miR-23b have been identified to act both as oncogenes and as tumor suppressors. In addition, miR-23b is related to inflammation resistance to various autoimmune diseases and restrained inflammatory cell migration. The characterization of the specific alterations in the patterns of miR-23b expression in cancer and autoimmune disease has great potential for identifying biomarkers for early disease diagnosis, as well as for potential therapeutic intervention in various diseases. In this review, we summarize the ever-expanding role of miR-23b and its target genes in different models and offer insight into how this multifunctional miRNA modulates tumor cell proliferation and apoptosis or inflammatory cell activation, differentiation, and migration.
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Mei D, Qi Y, Xia Y, Ma J, Hu H, Ai J, Chen L, Wu N, Liao D. Microarray profile analysis identifies ETS1 as potential biomarker regulated by miR-23b and modulates TCF4 in gastric cancer. World J Surg Oncol 2021; 19:311. [PMID: 34686186 PMCID: PMC8540102 DOI: 10.1186/s12957-021-02417-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 10/03/2021] [Indexed: 12/30/2022] Open
Abstract
Background Gastric cancer (GC), a common malignancy of the human digestive system, represents the second leading cause of cancer-related deaths worldwide. Early detection of GC has a significant impact on clinical outcomes. The aim of this study was to identify potential GC biomarkers. Methods In this study, we conducted a multi-step analysis of expression profiles in GC clinical samples downloaded from TCGA database to identify differentially expressed miRNAs (DEMs) and differentially expressed mRNAs (DEGs). Potential prognostic biomarkers from the available DEMs were then established using the Cox regression method. Gene ontology and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed to investigate the biological role of the predicted target genes of the miRNA biomarkers. Then, the prognostic DEM-mediated regulatory network was constructed based on transcription factor (TF)–miRNA–target interaction. Subsequently, the consensus genes were further determined based on the overlap between DEGs and these target genes of DEMs. Besides, expression profile, co-expression analysis, immunity, and prognostic values of these prognostic genes were also investigated to further explore the roles in the mechanism of GC tumorigenesis. Results We got five miRNAs, including miR-23b, miR-100, miR-143, miR-145, and miR-409, which are associated with the overall survival of GC patients. Subsequently, enrichment analysis of the target genes of the miRNA biomarkers shown that the GO biological process terms were mainly enriched in mRNA catabolic process, nuclear chromatin, and RNA binding. In addition, the KEGG pathways were significantly enriched in fatty acid metabolism, extracellular matrix (ECM) receptor interaction, and proteoglycans in cancer pathways. The transcriptional regulatory network consisting of 68 TFs, 4 DEMs, and 58 targets was constructed based on the interaction of TFs, miRNAs, and targets. The downstream gene ETS1 of miR-23b and TCF4 regulated by ETS1 were obtained by the regulatory network construction and co-expression analysis. High expression of ETS1 and TCF4 indicated poor prognosis in GC patients, particularly in the advanced stages. The expression of ETS1 and TCF4 was correlated with CD4+ T cells, CD8+ T cells, and B cells. Conclusions miR-23b, ETS1, and TCF4 were identified as the prognostic biomarkers. ETS1 and TCF4 had potential immune function in GC, which provided a theoretical basis for molecular-targeted combined immunotherapy in the future.
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Affiliation(s)
- Dinglian Mei
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Yalong Qi
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Yuanyuan Xia
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Jun Ma
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Hao Hu
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Jun Ai
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Liqiang Chen
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China
| | - Ning Wu
- Department of Oncology, Shanghai Pudong New Area Gongli Hospital, Shanghai, 200135, People's Republic of China
| | - Daixiang Liao
- The Department of Oncology, Beijing Mentougou District Hospital, Beijing, 102300, People's Republic of China.
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The Role of miRNAs, miRNA Clusters, and isomiRs in Development of Cancer Stem Cell Populations in Colorectal Cancer. Int J Mol Sci 2021; 22:ijms22031424. [PMID: 33572600 PMCID: PMC7867000 DOI: 10.3390/ijms22031424] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 01/17/2021] [Accepted: 01/26/2021] [Indexed: 02/07/2023] Open
Abstract
MicroRNAs (miRNAs or miRs) have a critical role in regulating stem cells (SCs) during development and altered expression can cause developmental defects and/or disease. Indeed, aberrant miRNA expression leads to wide-spread transcriptional dysregulation which has been linked to many cancers. Mounting evidence also indicates a role for miRNAs in the development of the cancer SC (CSC) phenotype. Our goal herein is to provide a review of: (i) current research on miRNAs and their targets in colorectal cancer (CRC), and (ii) miRNAs that are differentially expressed in colon CSCs. MicroRNAs can work in clusters or alone when targeting different SC genes to influence CSC phenotype. Accordingly, we discuss the specific miRNA cluster classifications and isomiRs that are predicted to target the ALDH1, CD166, BMI1, LRIG1, and LGR5 SC genes. miR-23b and miR-92A are of particular interest because our previously reported studies on miRNA expression in isolated normal versus malignant human colonic SCs showed that miR-23b and miR-92a are regulators of the LGR5 and LRIG1 SC genes, respectively. We also identify additional miRNAs whose expression inversely correlated with mRNA levels of their target genes and associated with CRC patient survival. Altogether, our deliberation on miRNAs, their clusters, and isomiRs in regulation of SC genes could provide insight into how dysregulation of miRNAs leads to the emergence of different CSC populations and SC overpopulation in CRC.
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MicroRNA Expression Profiling of Normal and Malignant Human Colonic Stem Cells Identifies miRNA92a as a Regulator of the LRIG1 Stem Cell Gene. Int J Mol Sci 2020; 21:ijms21082804. [PMID: 32316543 PMCID: PMC7216254 DOI: 10.3390/ijms21082804] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 04/13/2020] [Accepted: 04/13/2020] [Indexed: 02/07/2023] Open
Abstract
MicroRNAs (miRNAs) have a critical role in regulating stem cells (SCs) during development, and because aberrant expression of miRNAs occurs in various cancers, our goal was to determine if dysregulation of miRNAs is involved in the SC origin of colorectal cancer (CRC). We previously reported that aldehyde dehydrogenase (ALDH) is a marker for normal and malignant human colonic SCs and tracks SC overpopulation during colon tumorigenesis. MicroRNA expression was studied in ALDH-positive SCs from normal and malignant human colon tissues by Nanostring miRNA profiling. Our findings show that: (1) A unique miRNA signature distinguishes ALDH-positive CRC cells from ALDH-positive normal colonic epithelial cells, (2) Expression of four miRNAs (miRNA200c, miRNA92a, miRNA20a, miRNA93) are significantly altered in CRC SCs compared to normal colonic SCs, (3) miRNA92a expression is also upregulated in ALDH-positive HT29 CRC SCs as compared to ALDH-negative SCs, (4) miRNA92a targets the 3′UTR of LRIG1 SC gene, and (5) miRNA92a modulates proliferation of HT29 CRC cells. Thus, our findings indicate that overexpression of miRNA92a contributes to the SC origin of CRC. Strategies designed to modulate miRNA expression, such as miRNA92a, may provide ways to target malignant SCs and to develop more effective therapies against CRC.
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miR-216a inhibits osteosarcoma cell proliferation, invasion and metastasis by targeting CDK14. Cell Death Dis 2017; 8:e3103. [PMID: 29022909 PMCID: PMC5682665 DOI: 10.1038/cddis.2017.499] [Citation(s) in RCA: 67] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 07/18/2017] [Accepted: 08/31/2017] [Indexed: 02/08/2023]
Abstract
Osteosarcoma (OS) has emerged as the most common primary musculoskeletal malignant tumour affecting children and young adults. Cyclin-dependent kinases (CDKs) are closely associated with gene regulation in tumour biology. Accumulating evidence indicates that the aberrant function of CDK14 is involved in a broad spectrum of diseases and is associated with clinical outcomes. MicroRNAs (miRNAs) are crucial epigenetic regulators in the development of OS. However, the essential role of CDK14 and the molecular mechanisms by which miRNAs regulate CDK14 in the oncogenesis and progression of OS have not been fully elucidated. Here we found that CDK14 expression was closely associated with poor prognosis and overall survival of OS patients. Using dual-luciferase reporter assays, we also found that miR-216a inhibits CDK14 expression by binding to the 3′-untranslated region of CDK14. Overexpression of miR-216a significantly suppressed cell proliferation, migration and invasion in vivo and in vitro by inhibiting CDK14 production. Overexpression of CDK14 in the miR-216a-transfected OS cells effectively rescued the suppression of cell proliferation, migration and invasion caused by miR-216a. In addition, Kaplan–Meier analysis indicated that miR-216a expression predicted favourable clinical outcomes for OS patients. Moreover, miR-216a expression was downregulated in OS patients and was negatively associated with CDK14 expression. Overall, these data highlight the role of the miR-216a/CDK14 axis as a novel pleiotropic modulator and demonstrate the associated molecular mechanisms, thus suggesting the intriguing possibility that miR-216a activation and CDK14 inhibition may be novel and attractive therapeutic strategies for treating OS patients.
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Identification of a serum-induced transcriptional signature associated with metastatic cervical cancer. PLoS One 2017; 12:e0181242. [PMID: 28854209 PMCID: PMC5576712 DOI: 10.1371/journal.pone.0181242] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 06/28/2017] [Indexed: 02/07/2023] Open
Abstract
Objective Tumor cells that escape local tissue control can convert inflammatory cells from tumor suppressors to tumor promoters. Moreover, soluble immune-modulating factors secreted from the tumor environment can be difficult to identify in patient serum due to their low abundance. We used an alternative strategy to infer a metastatic signature induced by sera of cervical cancer patients. Methods Sera from patients with local and metastatic cervical cancer were used to induce a disease-specific transcriptional signature in cultured, healthy peripheral blood mononuclear cells (PBMCs). An empirical Bayesian method, EBarrays, was used to identify differentially expressed (DE) genes with a target false discovery rate of <5%. Ingenuity Pathway Analysis (IPA) software was used to detect the top molecular and cellular functions associated with the DE genes. IPA and in silco analysis was used to pinpoint candidate upstream regulators, including cancer-related microRNAs (miRNAs). Results We identified enriched pathways in the metastatic cervical group related to immune surveillance functions, such as downregulation of engulfment, accumulation, and phagocytosis of hematopoietic cells. The predicted top upstream genes were IL-10 and immunoglobulins. In silco analysis identified miRNAs predicted to drive the transcriptional signature. Two of the 4 miRNAs (miR-23a-3p and miR-944) were validated in a cohort of women with local and metastatic cervical cancer. Conclusions This study supports the use of a cell-based assay that uses PBMC “reporters” to predict biologically relevant factors in patient serum. Further, disease-specific transcriptional signatures induced by patient sera have the potential to differentiate patients with local versus metastatic disease.
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Viswanathan V, Damle S, Zhang T, Opdenaker L, Modarai S, Accerbi M, Schmidt S, Green P, Galileo D, Palazzo J, Fields J, Haghighat S, Rigoutsos I, Gonye G, Boman BM. An miRNA Expression Signature for the Human Colonic Stem Cell Niche Distinguishes Malignant from Normal Epithelia. Cancer Res 2017; 77:3778-3790. [PMID: 28487386 DOI: 10.1158/0008-5472.can-16-2388] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 03/02/2017] [Accepted: 05/05/2017] [Indexed: 02/02/2023]
Abstract
Malignant transformation of tissue stem cells (SC) may be the root of most cancer. Accordingly, we identified miRNA expression patterns in the normal human colonic SC niche to understand how cancer stem cells (CSC) may arise. In profiling miRNA expression in SC-enriched crypt subsections isolated from fresh, normal surgical specimens, we identified 16 miRNAs that were differentially expressed in the crypt bottom, creating an SC signature for normal colonic epithelia (NCE). A parallel analysis of colorectal cancer tissues showed differential expression of 83 miRNAs relative to NCE. Within the 16 miRNA signature for the normal SC niche, we found that miR-206, miR-007-3, and miR-23b individually could distinguish colorectal cancer from NCE. Notably, miR-23b, which was increased in colorectal cancer, was predicted to target the SC-expressed G protein-coupled receptor LGR5. Cell biology investigations showed that miR-23b regulated CSC phenotypes globally at the level of proliferation, cell cycle, self-renewal, epithelial-mesenchymal transition, invasion, and resistance to the colorectal cancer chemotherapeutic agent 5-fluorouracil. In mechanistic experiments, we found that miR-23b decreased LGR5 expression and increased ALDH+ CSCs. CSC analyses confirmed that levels of LGR5 and miR-23b are inversely correlated in ALDH+ CSCs and that distinct subpopulations of LGR5+ and ALDH+ CSCs exist. Overall, our results define a critical function for miR-23b, which, by targeting LGR5, contributes to overpopulation of ALDH+ CSCs and colorectal cancer. Cancer Res; 77(14); 3778-90. ©2017 AACR.
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Affiliation(s)
- Vignesh Viswanathan
- Center for Translational Cancer Research, Helen F Graham Cancer Center and Research Institute, Newark, Delaware.,Department of Biological Sciences, University of Delaware, Newark, Delaware.,Department of Gastroenterology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Shirish Damle
- Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania
| | - Tao Zhang
- Center for Translational Cancer Research, Helen F Graham Cancer Center and Research Institute, Newark, Delaware.,Department of Biological Sciences, University of Delaware, Newark, Delaware.,Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania
| | - Lynn Opdenaker
- Center for Translational Cancer Research, Helen F Graham Cancer Center and Research Institute, Newark, Delaware.,Department of Biological Sciences, University of Delaware, Newark, Delaware
| | - Shirin Modarai
- Center for Translational Cancer Research, Helen F Graham Cancer Center and Research Institute, Newark, Delaware.,Department of Biological Sciences, University of Delaware, Newark, Delaware
| | - Monica Accerbi
- Department of Plant and Soil Sciences, Delaware Biotechnology Institute, Newark, Delaware
| | - Skye Schmidt
- Department of Plant and Soil Sciences, Delaware Biotechnology Institute, Newark, Delaware
| | - Pamela Green
- Department of Plant and Soil Sciences, Delaware Biotechnology Institute, Newark, Delaware
| | - Deni Galileo
- Department of Biological Sciences, University of Delaware, Newark, Delaware
| | - Juan Palazzo
- Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania
| | | | - Sepehr Haghighat
- Center for Translational Cancer Research, Helen F Graham Cancer Center and Research Institute, Newark, Delaware.,Department of Biological Sciences, University of Delaware, Newark, Delaware.,Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania
| | - Isidore Rigoutsos
- Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania
| | - Greg Gonye
- Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania.,Nanostring Technologies, Seattle, Washington
| | - Bruce M Boman
- Center for Translational Cancer Research, Helen F Graham Cancer Center and Research Institute, Newark, Delaware. .,Department of Biological Sciences, University of Delaware, Newark, Delaware.,Thomas Jefferson University and Kimmel Cancer Center, Philadelphia, Pennsylvania
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Puente J, Laínez N, Dueñas M, Méndez-Vidal MJ, Esteban E, Castellano D, Martinez-Fernández M, Basterretxea L, Juan-Fita MJ, Antón L, León L, Lambea J, Pérez-Valderrama B, Vázquez S, Suarez C, del Muro XG, Gallardo E, Maroto JP, Samaniego ML, Suárez-Paniagua B, Sanz J, Paramio JM. Novel potential predictive markers of sunitinib outcomes in long-term responders versus primary refractory patients with metastatic clear-cell renal cell carcinoma. Oncotarget 2017; 8:30410-30421. [PMID: 28423742 PMCID: PMC5444752 DOI: 10.18632/oncotarget.16494] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Accepted: 02/24/2017] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Several potential predictive markers of efficacy of targeted agents in patients with metastatic renal cell carcinoma (mRCC) have been identified. Interindividual heterogeneity warrants further investigation. PATIENTS AND METHODS Multicenter, observational, retrospective study in patients with clear-cell mRCC treated with sunitinib. Patients were classified in two groups: long-term responders (LR) (progression-free survival (PFS)≥22 months and at least stable disease), and primary refractory (PR) (progressive disease within 3-months of sunitinib onset). Objectives were to compare baseline clinical factors in both populations and to correlate tumor expression of selected signaling pathways components with sunitinib PFS. RESULTS 123 patients were analyzed (97 LR, 26 PR). In the LR cohort, overall response rate was 79% and median duration of best response was 30 months. Median PFS and overall survival were 43.2 (95% confidence intervals[CI]:37.2-49.3) and 63.5 months (95%CI:55.1-71.9), respectively. At baseline PR patients had a significantly lower proportion of nephrectomies, higher lactate dehydrogenase and platelets levels, lower hemoglobin, shorter time to and higher presence of metastases, and increased Fuhrman grade. Higher levels of HEYL, HEY and HES1 were observed in LR, although only HEYL discriminated populations significantly (AUC[ROC]=0.704; cut-off=34.85). Increased levels of hsa-miR-27b, hsa-miR-23b and hsa-miR-628-5p were also associated with prolonged survival. No statistical significant associations between hsa-miR-23b or hsa-miR-27b and the expression of c-Met were found. CONCLUSIONS Certain mRCC patients treated with sunitinib achieve extremely long-term responses. Favorable baseline hematology values and longer time to metastasis may predict longer PFS. HEYL, hsa-miR-27b, hsa-miR-23b and hsa-miR-628-5p could be potentially used as biomarkers of sunitinib response.
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Affiliation(s)
- Javier Puente
- Medical Oncology Department, Instituto de Investigación Biomédica, Hospital Clínico Universitario San Carlos, Madrid, Spain
| | - Nuria Laínez
- Medical Oncology Department, Complejo Hospitalario de Navarra, Pamplona, Spain
| | - Marta Dueñas
- Molecular Oncology Unit CIEMAT and Instituto Investigación Biomédica, Hospital Universitario 12 de Octubre, Madrid, Spain
- CIBERONC, Spain
| | | | - Emilio Esteban
- Medical Oncology Department, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Daniel Castellano
- CIBERONC, Spain
- Medical Oncology Department, and Instituto Investigación Biomédica, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Mónica Martinez-Fernández
- Molecular Oncology Unit CIEMAT and Instituto Investigación Biomédica, Hospital Universitario 12 de Octubre, Madrid, Spain
- CIBERONC, Spain
| | | | | | - Luis Antón
- Medical Oncology Department, Complejo Hospitalario Universitario de A Coruña, A Coruña, Spain
| | - Luis León
- Promoción e Planificación da Investigación Sanitaria, Axencia de Coñecemento en Saúde, Santiago de Compostela, Spain
| | - Julio Lambea
- Medical Oncology Department, Hospital Clínico de Zaragoza, Zaragoza, Spain
| | | | - Sergio Vázquez
- Medical Oncology Department, Hospital Universitario Lucus Augusti, Lugo, Spain
| | - Cristina Suarez
- Vall d'Hebron Institute of Oncology, Hospital Universitari Vall d' Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Xavier Garcia del Muro
- Medical Oncology Department, Institut Català d'Oncologia, Hospital Duran i Reynals, L'Hospitalet, Barcelona, Spain
| | - Enrique Gallardo
- Medical Oncology Department, Hospital Universitari Parc Taulí, Sabadell, Spain
| | - José Pablo Maroto
- Medical Oncology Department, Hospital de la Santa Creu i Sant Pau, Barcelona, Spain
| | - M Luz Samaniego
- Statistical Department, Trial Form Support TFS people, Madrid, Spain
| | | | - Julián Sanz
- Pathology Department, Hospital Clínico Universitario San Carlos, Madrid, Spain
| | - Jesús M. Paramio
- Molecular Oncology Unit CIEMAT and Instituto Investigación Biomédica, Hospital Universitario 12 de Octubre, Madrid, Spain
- CIBERONC, Spain
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