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Chen J, Wu X, Huang Y, Chen W, Brand RE, Killary AM, Sen S, Frazier ML. Identification of genetic variants predictive of early onset pancreatic cancer through a population science analysis of functional genomic datasets. Oncotarget 2018; 7:56480-56490. [PMID: 27486767 PMCID: PMC5302929 DOI: 10.18632/oncotarget.10924] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 01/01/2016] [Indexed: 12/17/2022] Open
Abstract
Biomarkers are critically needed for the early detection of pancreatic cancer (PC) are urgently needed. Our purpose was to identify a panel of genetic variants that, combined, can predict increased risk for early-onset PC and thereby identify individuals who should begin screening at an early age. Previously, we identified genes using a functional genomic approach that were aberrantly expressed in early pathways to PC tumorigenesis. We now report the discovery of single nucleotide polymorphisms (SNPs) in these genes associated with early age at diagnosis of PC using a two-phase study design. In silico and bioinformatics tools were used to examine functional relevance of the identified SNPs. Eight SNPs were consistently associated with age at diagnosis in the discovery phase, validation phase and pooled analysis. Further analysis of the joint effects of these 8 SNPs showed that, compared to participants carrying none of these unfavorable genotypes (median age at PC diagnosis 70 years), those carrying 1–2, 3–4, or 5 or more unfavorable genotypes had median ages at diagnosis of 64, 63, and 62 years, respectively (P = 3.0E–04). A gene-dosage effect was observed, with age at diagnosis inversely related to number of unfavorable genotypes (Ptrend = 1.0E–04). Using bioinformatics tools, we found that all of the 8 SNPs were predicted to play functional roles in the disruption of transcription factor and/or enhancer binding sites and most of them were expression quantitative trait loci (eQTL) of the target genes. The panel of genetic markers identified may serve as susceptibility markers for earlier PC diagnosis.
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Affiliation(s)
- Jinyun Chen
- Department of Epidemiology The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA
| | - Xifeng Wu
- Department of Epidemiology The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA.,Program in Human and Molecular Genetics, The University of Texas Graduate School of Biomedical Sciences, Houston, Texas, USA
| | - Yujing Huang
- Department of Epidemiology The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA
| | - Wei Chen
- Department of Epidemiology The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA
| | - Randall E Brand
- Department of Gastroenterology, Hepatology, and Nutrition, The University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ann M Killary
- Department of Translational Molecular Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA.,Program in Human and Molecular Genetics, The University of Texas Graduate School of Biomedical Sciences, Houston, Texas, USA
| | - Subrata Sen
- Department of Translational Molecular Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA.,Program in Human and Molecular Genetics, The University of Texas Graduate School of Biomedical Sciences, Houston, Texas, USA
| | - Marsha L Frazier
- Department of Epidemiology The University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA.,Program in Human and Molecular Genetics, The University of Texas Graduate School of Biomedical Sciences, Houston, Texas, USA
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Chen N, Balasenthil S, Reuther J, Killary AM. DEAR1, a novel tumor suppressor that regulates cell polarity and epithelial plasticity. Cancer Res 2014; 74:5683-9. [PMID: 25261235 DOI: 10.1158/0008-5472.can-14-1171] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Elucidation of the regulatory controls on epithelial plasticity is pivotal not only to better understand the nature of metastasis but also for the design of targeted therapies to prevent the earliest steps in migration and invasion from the primary tumor. This review will highlight the role of the novel TRIM protein DEAR1 (annotated as TRIM62) in the regulation of apical-basal polarity and acinar morphogenesis as well as its function as a chromosome 1p35 tumor suppressor and negative regulator of TGFβ-driven epithelial-mesenchymal transition (EMT). DEAR1 binds to and promotes the ubiquitination of SMAD3, the major effector of TGFβ-mediated EMT, as well as downregulates SMAD3 targets SNAIL1/2, master transcriptional regulators of EMT. Cumulative results suggest a novel paradigm for DEAR1 in the regulation of the breast tumor microenvironment, polarity, and EMT. Because DEAR1 undergoes loss-of-function mutations, homozygous deletion, as well as copy-number losses in multiple epithelial cancers, including breast cancer, DEAR1 has clinical use as a predictive and prognostic biomarker as well as for stratifying breast cancers and potentially other epithelial tumor types for targeted therapies aimed at the pathways regulated by DEAR1.
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Affiliation(s)
- Nanyue Chen
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Seetharaman Balasenthil
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jacquelyn Reuther
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas. Program in Human and Molecular Genetics, University of Texas Graduate School of Biomedical Sciences, Houston, Texas
| | - Ann McNeill Killary
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas. Program in Human and Molecular Genetics, University of Texas Graduate School of Biomedical Sciences, Houston, Texas.
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Gambaro K, Quinn MCJ, Wojnarowicz PM, Arcand SL, de Ladurantaye M, Barrès V, Ripeau JS, Killary AM, Davis EC, Lavoie J, Provencher DM, Mes-Masson AM, Chevrette M, Tonin PN. VGLL3 expression is associated with a tumor suppressor phenotype in epithelial ovarian cancer. Mol Oncol 2013; 7:513-30. [PMID: 23415753 DOI: 10.1016/j.molonc.2012.12.006] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Revised: 12/14/2012] [Accepted: 12/20/2012] [Indexed: 12/11/2022] Open
Abstract
Previous studies have implicated vestigial like 3 (VGLL3), a chromosome 3p12.3 gene that encodes a putative transcription co-factor, as a candidate tumor suppressor gene (TSG) in high-grade serous ovarian carcinomas (HGSC), the most common type of epithelial ovarian cancer. A complementation analysis based on microcell-mediated chromosome transfer (MMCT) using a centric fragment of chromosome 3 (der3p12-q12.1) into the OV-90 ovarian cancer cell line haploinsufficient for 3p and lacking VGLL3 expression was performed to assess the effect on tumorigenic potential and growth characteristics. Genetic characterization of the derived MMCT hybrids revealed that only the hybrid that contained an intact VGLL3 locus exhibited alterations of tumorigenic potential in a nude mouse xenograft model and various in vitro growth characteristics. Only stable OV-90 transfectant clones expressing low levels of VGLL3 were derived. These clones exhibited an altered cytoplasmic morphology characterized by numerous single membrane bound multivesicular-bodies (MVB) that were not attributed to autophagy. Overexpression of VGLL3 in OV-90 was achieved using a lentivirus-based tetracycline inducible gene expression system, which also resulted in MVB formation in the infected cell population. Though there was no significant differences in various in vitro and in vivo growth characteristics in a comparison of VGLL3-expressing clones with empty vector transfectant controls, loss of VGLL3 expression was observed in tumors derived from mouse xenograft models. VGLL3 gene and protein expression was significantly reduced in HGSC samples (>98%, p < 0.05) relative to either normal ovarian surface epithelial cells or epithelial cells of the fallopian tube, possible tissues of origin of HGSC. Also, there appeared to be to be more cases with higher staining levels in stromal tissue component from HGSC cases that had a prolonged disease-free survival. The results taken together suggest that VGLL3 is involved in tumor suppressor pathways, a feature that is characterized by the absence of VGLL3 expression in HGSC samples.
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Affiliation(s)
- Karen Gambaro
- Department of Human Genetics, McGill University, Montreal General Hospital, 1650 Cedar Avenue, Montreal H3G 1A4, Quebec, Canada
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Balasenthil S, Chen N, Lott ST, Chen J, Carter J, Grizzle WE, Frazier ML, Sen S, Killary AM. A migration signature and plasma biomarker panel for pancreatic adenocarcinoma. Cancer Prev Res (Phila) 2011; 4:137-49. [PMID: 21071578 PMCID: PMC3635082 DOI: 10.1158/1940-6207.capr-10-0025] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Pancreatic ductal adenocarcinoma is a disease of extremely poor prognosis for which there are no reliable markers of asymptomatic disease. To identify pancreatic cancer biomarkers, we focused on a genomic interval proximal to the most common fragile site in the human genome, chromosome 3p12, which undergoes smoking-related breakage, loss of heterozygosity, and homozygous deletion as an early event in many epithelial tumors, including pancreatic cancers. Using a functional genomic approach, we identified a seven-gene panel (TNC, TFPI, TGFBI, SEL-1L, L1CAM, WWTR1, and CDC42BPA) that was differentially expressed across three different expression platforms, including pancreatic tumor/normal samples. In addition, Ingenuity Pathways Analysis (IPA) and literature searches indicated that this seven-gene panel functions in one network associated with cellular movement/morphology/development, indicative of a "migration signature" of the 3p pathway. We tested whether two secreted proteins from this panel, tenascin C (TNC) and tissue factor pathway inhibitor (TFPI), could serve as plasma biomarkers. Plasma ELISA assays for TFPI/TNC resulted in a combined area under the curve (AUC) of 0.88 and, with addition of CA19-9, a combined AUC for the three-gene panel (TNC/TFPI/CA19-9), of 0.99 with 100% specificity at 90% sensitivity and 97.22% sensitivity at 90% specificity. Validation studies using TFPI only in a blinded sample set increased the performance of CA19-9 from an AUC of 0.84 to 0.94 with the two-gene panel. Results identify a novel 3p pathway-associated migration signature and plasma biomarker panel that has utility for discrimination of pancreatic cancer from normal controls and promise for clinical application.
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Affiliation(s)
- Seetharaman Balasenthil
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Nanyue Chen
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Steven T. Lott
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Jinyun Chen
- Department of Epidemiology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Jennifer Carter
- Department of Molecular Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - William E. Grizzle
- The Department of Pathology and The Comprehensive Cancer Center, The University of Alabama, Birmingham, Alabama
| | - Marsha L. Frazier
- Department of Epidemiology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Subrata Sen
- Department of Molecular Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
| | - Ann McNeill Killary
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas
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Cody NAL, Shen Z, Ripeau JS, Provencher DM, Mes-Masson AM, Chevrette M, Tonin PN. Characterization of the 3p12.3-pcen region associated with tumor suppression in a novel ovarian cancer cell line model genetically modified by chromosome 3 fragment transfer. Mol Carcinog 2009; 48:1077-92. [PMID: 19347865 DOI: 10.1002/mc.20535] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The genetic analysis of nontumorigenic radiation hybrids generated by transfer of chromosome 3 fragments into the tumorigenic OV-90 ovarian cancer cell line identified the 3p12.3-pcen region as a candidate tumor suppressor gene (TSG) locus. In the present study, polymorphic microsatellite repeat analysis of the hybrids further defined the 3p12.3-pcen interval to a 16.1 Mb common region containing 12 known or hypothetical genes: 3ptel-ROBO2-ROBO1-GBE1-CADM2-VGLL3-CHMP2B-POU1F1-HTR1F-CGGBP1-ZNF654-C3orf38-EPHA3-3pcen. Seven of these genes, ROBO1, GBE1, VGLL3, CHMP2B, CGGBP1, ZNF654, and C3orf38, exhibited gene expression in the hybrids, placing them as top TSG candidates for further analysis. The expression of all but one (VGLL3) of these genes was also detected in the parental OV-90 cell line. Mutations were not identified in a comparative sequence analysis of the predicted protein coding regions of these candidates in OV-90 and donor normal chromosome 3 contig. However, the nondeleterious sequence variants identified in the transcribed regions distinguished parent of origin alleles for ROBO1, VGLL3, CHMP2B, and CGGBP1 and cDNA sequencing of the hybrids revealed biallelic expression of these genes. Interestingly, underexpression of VGLL3 and ZNF654 were observed in malignant ovarian tumor samples as compared with primary cultures of normal ovarian surface epithelial cells or benign ovarian tumors, and this occurred regardless of allelic content of 3p12.3-pcen. The results taken together suggest that dysregulation of VGLL3 and/or ZNF654 expression may have affected pathways important in ovarian tumorigenesis which was offset by the transfer of chromosome 3 fragments in OV-90, a cell line hemizygous for 3p.
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Affiliation(s)
- Neal A L Cody
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada H3A 1A4
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Lott ST, Chen N, Chandler DS, Yang Q, Wang L, Rodriguez M, Xie H, Balasenthil S, Buchholz TA, Sahin AA, Chaung K, Zhang B, Olufemi SE, Chen J, Adams H, Band V, El-Naggar AK, Frazier ML, Keyomarsi K, Hunt KK, Sen S, Haffty B, Hewitt SM, Krahe R, Killary AM. DEAR1 is a dominant regulator of acinar morphogenesis and an independent predictor of local recurrence-free survival in early-onset breast cancer. PLoS Med 2009; 6:e1000068. [PMID: 19536326 PMCID: PMC2673042 DOI: 10.1371/journal.pmed.1000068] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2008] [Accepted: 03/17/2009] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Breast cancer in young women tends to have a natural history of aggressive disease for which rates of recurrence are higher than in breast cancers detected later in life. Little is known about the genetic pathways that underlie early-onset breast cancer. Here we report the discovery of DEAR1 (ductal epithelium-associated RING Chromosome 1), a novel gene encoding a member of the TRIM (tripartite motif) subfamily of RING finger proteins, and provide evidence for its role as a dominant regulator of acinar morphogenesis in the mammary gland and as an independent predictor of local recurrence-free survival in early-onset breast cancer. METHODS AND FINDINGS Suppression subtractive hybridization identified DEAR1 as a novel gene mapping to a region of high-frequency loss of heterozygosity (LOH) in a number of histologically diverse human cancers within Chromosome 1p35.1. In the breast epithelium, DEAR1 expression is limited to the ductal and glandular epithelium and is down-regulated in transition to ductal carcinoma in situ (DCIS), an early histologic stage in breast tumorigenesis. DEAR1 missense mutations and homozygous deletion (HD) were discovered in breast cancer cell lines and tumor samples. Introduction of the DEAR1 wild type and not the missense mutant alleles to complement a mutation in a breast cancer cell line, derived from a 36-year-old female with invasive breast cancer, initiated acinar morphogenesis in three-dimensional (3D) basement membrane culture and restored tissue architecture reminiscent of normal acinar structures in the mammary gland in vivo. Stable knockdown of DEAR1 in immortalized human mammary epithelial cells (HMECs) recapitulated the growth in 3D culture of breast cancer cell lines containing mutated DEAR1, in that shDEAR1 clones demonstrated disruption of tissue architecture, loss of apical basal polarity, diffuse apoptosis, and failure of lumen formation. Furthermore, immunohistochemical staining of a tissue microarray from a cohort of 123 young female breast cancer patients with a 20-year follow-up indicated that in early-onset breast cancer, DEAR1 expression serves as an independent predictor of local recurrence-free survival and correlates significantly with strong family history of breast cancer and the triple-negative phenotype (ER(-), PR(-), HER-2(-)) of breast cancers with poor prognosis. CONCLUSIONS Our data provide compelling evidence for the genetic alteration and loss of expression of DEAR1 in breast cancer, for the functional role of DEAR1 in the dominant regulation of acinar morphogenesis in 3D culture, and for the potential utility of an immunohistochemical assay for DEAR1 expression as an independent prognostic marker for stratification of early-onset disease.
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Affiliation(s)
- Steven T. Lott
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Nanyue Chen
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Dawn S. Chandler
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Qifeng Yang
- Department of Radiation Oncology, University of Medicine & Dentistry of New Jersey–Robert Wood Johnson Medical School, New Brunswick, New Jersey, United States of America
| | - Luo Wang
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Marivonne Rodriguez
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Hongyan Xie
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Seetharaman Balasenthil
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Thomas A. Buchholz
- Department of Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Aysegul A. Sahin
- Division of Pathology and Laboratory Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Katrina Chaung
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Baili Zhang
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Shodimu-Emmanu Olufemi
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Jinyun Chen
- Department of Epidemiology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Henry Adams
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Vimla Band
- Department of Genetics, Cell Biology and Anatomy, The University of Nebraska Medical Center, Eppley Cancer Center, Omaha, Nebraska, United States of America
| | - Adel K. El-Naggar
- Division of Pathology and Laboratory Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Marsha L. Frazier
- Department of Epidemiology, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Khandan Keyomarsi
- Department of Experimental Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Kelly K. Hunt
- Department of Surgical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Subrata Sen
- Division of Pathology and Laboratory Medicine, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Bruce Haffty
- Department of Radiation Oncology, University of Medicine & Dentistry of New Jersey–Robert Wood Johnson Medical School, New Brunswick, New Jersey, United States of America
| | - Stephen M. Hewitt
- Tissue Array Research Program, Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Ralf Krahe
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
| | - Ann McNeill Killary
- Department of Genetics, The University of Texas M. D. Anderson Cancer Center, Houston, Texas, United States of America
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Novel mutations of ABCC6 gene in Japanese patients with Angioid streaks. Biochem Biophys Res Commun 2009; 380:548-53. [DOI: 10.1016/j.bbrc.2009.01.117] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2009] [Accepted: 01/22/2009] [Indexed: 11/20/2022]
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