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Wang M, Li C, Shi W. FAM84B acts as a tumor promoter in human glioma via affecting the Akt/GSK-3β/β-catenin pathway. Biofactors 2021; 47:600-611. [PMID: 33759248 DOI: 10.1002/biof.1727] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 03/03/2021] [Indexed: 01/23/2023]
Abstract
Family with sequence similarity 84, member B (FAM84B) has recently emerged as an oncoprotein in multiple types of cancer. However, whether FAM84B modulates the progression of glioma has not been determined. The goals of this work were to assess the possible relationship between FAM84B and glioma. Our data revealed high FAM84B level in glioma specimens and exhibited that the overexpression of FAM84B was correlated with a low survival rate in glioma patients. Cellular functional assays showed that silencing of FAM84B prohibited the proliferation and invasion, and induced the apoptosis of glioma cells. Further results determined that the knockdown of FAM84B remarkably decreased the levels of phosphorylated Akt and glycogen synthase kinase (GSK)-3β, and active β-catenin. Inhibition of Akt abolished the FAM84B-mediated promotion effects on Wnt/β-catenin pathway. The subcutaneous xenograft assay confirmed that the silencing of FAM84B significantly prohibited the tumorigenicity of glioma cells in vivo. Collectively, the findings from this work demonstrate that the downregulation of FAM84B exhibits a cancer-suppressive role in human glioma through the regulation of Akt/GSK-3β/β-catenin pathway.
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Affiliation(s)
- Minjuan Wang
- Department of Neurosurgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
- Department of Neurology, The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Chengliang Li
- Department of General Practice, The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Wei Shi
- Department of Neurosurgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
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Wu Y, Yang Y, Gu H, Tao B, Zhang E, Wei J, Wang Z, Liu A, Sun R, Chen M, Fan Y, Mao R. Multi-omics analysis reveals the functional transcription and potential translation of enhancers. Int J Cancer 2020; 147:2210-2224. [PMID: 32573785 DOI: 10.1002/ijc.33132] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 04/22/2020] [Accepted: 05/19/2020] [Indexed: 12/23/2022]
Abstract
Enhancer can transcribe RNAs, however, most of them were neglected in traditional RNA-seq analysis workflow. Here, we developed a Pipeline for Enhancer Transcription (PET, http://fun-science.club/PET) for quantifying enhancer RNAs (eRNAs) from RNA-seq. By applying this pipeline on lung cancer samples and cell lines, we showed that the transcribed enhancers are enriched with histone marks and transcription factor motifs (JUNB, Hand1-Tcf3 and GATA4). By training a machine learning model, we demonstrate that enhancers can predict prognosis better than their nearby genes. Integrating the Hi-C, ChIP-seq and RNA-seq data, we observe that transcribed enhancers associate with cancer hallmarks or oncogenes, among which LcsMYC-1 (Lung cancer-specific MYC eRNA-1) potentially supports MYC expression. Surprisingly, a significant proportion of transcribed enhancers contain small protein-coding open reading frames (sORFs) and can be translated into microproteins. Our study provides a computational method for eRNA quantification and deepens our understandings of the DNA, RNA and protein nature of enhancers.
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Affiliation(s)
- Yingcheng Wu
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China.,Department of Pathophysiology, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Yang Yang
- Department of Thoracic Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Hongyan Gu
- Department of Respiratory Medicine, Nantong Sixth People's Hospital, Nantong, Jiangsu, China
| | - Baorui Tao
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Erhao Zhang
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Jinhuan Wei
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Zhou Wang
- School of Life Sciences, Nantong University, Nantong, Jiangsu, China
| | - Aifen Liu
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Rong Sun
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Miaomiao Chen
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Yihui Fan
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China.,Department of Pathogenic Biology, School of Medicine, Nantong University, Nantong, Jiangsu, China
| | - Renfang Mao
- Laboratory of Medical Science, School of Medicine, Nantong University, Nantong, Jiangsu, China.,Department of Pathophysiology, School of Medicine, Nantong University, Nantong, Jiangsu, China
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Gu Y, Lin X, Kapoor A, Chow MJ, Jiang Y, Zhao K, Tang D. The Oncogenic Potential of the Centromeric Border Protein FAM84B of the 8q24.21 Gene Desert. Genes (Basel) 2020; 11:genes11030312. [PMID: 32183428 PMCID: PMC7140883 DOI: 10.3390/genes11030312] [Citation(s) in RCA: 8] [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: 02/07/2020] [Revised: 03/09/2020] [Accepted: 03/13/2020] [Indexed: 12/14/2022] Open
Abstract
FAM84B is a risk gene in breast and prostate cancers. Its upregulation is associated with poor prognosis of prostate cancer, breast cancer, and esophageal squamous cell carcinoma. FAM84B facilitates cancer cell proliferation and invasion in vitro, and xenograft growth in vivo. The FAM84B and Myc genes border a 1.2 Mb gene desert at 8q24.21. Co-amplification of both occurs in 20 cancer types. Mice deficient of a 430 Kb fragment within the 1.2 Mb gene desert have downregulated FAM84B and Myc expressions concurrent with reduced breast cancer growth. Intriguingly, Myc works in partnership with other oncogenes, including Ras. FAM84B shares similarities with the H-Ras-like suppressor (HRASLS) family over their typical LRAT (lecithin:retinal acyltransferase) domain. This domain contains a catalytic triad, H23, H35, and C113, which constitutes the phospholipase A1/2 and O-acyltransferase activities of HRASLS1-5. These enzymatic activities underlie their suppression of Ras. FAM84B conserves H23 and H35 but not C113 with both histidine residues residing within a highly conserved motif that FAM84B shares with HRASLS1-5. Deletion of this motif abolishes FAM84B oncogenic activities. These properties suggest a collaboration of FAM84B with Myc, consistent with the role of the gene desert in strengthening Myc functions. Here, we will discuss recent research on FAM84B-derived oncogenic potential.
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Affiliation(s)
- Yan Gu
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Xiaozeng Lin
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Anil Kapoor
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- Department of Medicine, McMaster University, Hamilton, ON L8S 4K1, Canada
| | - Mathilda Jing Chow
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Yanzhi Jiang
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Kuncheng Zhao
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Damu Tang
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada; (Y.G.); (X.L.); (M.J.C.); (Y.J.); (K.Z.)
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada;
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- Correspondence: ; Tel.: +(905)-522-1155 (ext. 35168)
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Genetic heterogeneity in Finnish hereditary prostate cancer using ordered subset analysis. Eur J Hum Genet 2012; 21:437-43. [PMID: 22948022 DOI: 10.1038/ejhg.2012.185] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Prostate cancer (PrCa) is the most common male cancer in developed countries and the second most common cause of cancer death after lung cancer. We recently reported a genome-wide linkage scan in 69 Finnish hereditary PrCa (HPC) families, which replicated the HPC9 locus on 17q21-q22 and identified a locus on 2q37. The aim of this study was to identify and to detect other loci linked to HPC. Here we used ordered subset analysis (OSA), conditioned on nonparametric linkage to these loci to detect other loci linked to HPC in subsets of families, but not the overall sample. We analyzed the families based on their evidence for linkage to chromosome 2, chromosome 17 and a maximum score using the strongest evidence of linkage from either of the two loci. Significant linkage to a 5-cM linkage interval with a peak OSA nonparametric allele-sharing LOD score of 4.876 on Xq26.3-q27 (ΔLOD=3.193, empirical P=0.009) was observed in a subset of 41 families weakly linked to 2q37, overlapping the HPCX1 locus. Two peaks that were novel to the analysis combining linkage evidence from both primary loci were identified; 18q12.1-q12.2 (OSA LOD=2.541, ΔLOD=1.651, P=0.03) and 22q11.1-q11.21 (OSA LOD=2.395, ΔLOD=2.36, P=0.006), which is close to HPC6. Using OSA allows us to find additional loci linked to HPC in subsets of families, and underlines the complex genetic heterogeneity of HPC even in highly aggregated families.
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Lu L, Cancel-Tassin G, Valeri A, Cussenot O, Lange EM, Cooney KA, Farnham JM, Camp NJ, Cannon-Albright LA, Tammela TL, Schleutker J, Hoegel J, Herkommer K, Maier C, Vogel W, Wiklund F, Emanuelsson M, Grönberg H, Wiley KE, Isaacs SD, Walsh PC, Helfand BT, Kan D, Catalona WJ, Stanford JL, FitzGerald LM, Johanneson B, Deutsch K, McIntosh L, Ostrander EA, Thibodeau SN, McDonnell SK, Hebbring S, Schaid DJ, Whittemore AS, Oakley-Girvan I, Hsieh CL, Powell I, Bailey-Wilson JE, Carpten JD, Seminara D, Zheng SL, Xu J, Giles GG, Severi G, Hopper JL, English DR, Foulkes WD, Maehle L, Moller P, Badzioch MD, Edwards S, Guy M, Eeles R, Easton D, Isaacs WB. Chromosomes 4 and 8 implicated in a genome wide SNP linkage scan of 762 prostate cancer families collected by the ICPCG. Prostate 2012; 72:410-26. [PMID: 21748754 PMCID: PMC3568777 DOI: 10.1002/pros.21443] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2011] [Accepted: 05/25/2011] [Indexed: 01/30/2023]
Abstract
BACKGROUND In spite of intensive efforts, understanding of the genetic aspects of familial prostate cancer (PC) remains largely incomplete. In a previous microsatellite-based linkage scan of 1,233 PC families, we identified suggestive evidence for linkage (i.e., LOD ≥ 1.86) at 5q12, 15q11, 17q21, 22q12, and two loci on 8p, with additional regions implicated in subsets of families defined by age at diagnosis, disease aggressiveness, or number of affected members. METHODS In an attempt to replicate these findings and increase linkage resolution, we used the Illumina 6000 SNP linkage panel to perform a genome-wide linkage scan of an independent set of 762 multiplex PC families, collected by 11 International Consortium for Prostate Cancer Genetics (ICPCG) groups. RESULTS Of the regions identified previously, modest evidence of replication was observed only on the short arm of chromosome 8, where HLOD scores of 1.63 and 3.60 were observed in the complete set of families and families with young average age at diagnosis, respectively. The most significant linkage signals found in the complete set of families were observed across a broad, 37 cM interval on 4q13-25, with LOD scores ranging from 2.02 to 2.62, increasing to 4.50 in families with older average age at diagnosis. In families with multiple cases presenting with more aggressive disease, LOD scores over 3.0 were observed at 8q24 in the vicinity of previously identified common PC risk variants, as well as MYC, an important gene in PC biology. CONCLUSIONS These results will be useful in prioritizing future susceptibility gene discovery efforts in this common cancer.
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Affiliation(s)
- Lingyi Lu
- Data Coordinating Center for the ICPCG and Center for Human Genomics, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Geraldine Cancel-Tassin
- CeRePP ICPCG Group, Hopital Tenon, Assistance publique-Hopitaux de Paris, 75020 Paris, France
| | - Antoine Valeri
- CeRePP ICPCG Group, Hopital Tenon, Assistance publique-Hopitaux de Paris, 75020 Paris, France
| | - Olivier Cussenot
- CeRePP ICPCG Group, Hopital Tenon, Assistance publique-Hopitaux de Paris, 75020 Paris, France
| | - Ethan M. Lange
- University of Michigan ICPCG Group
- Department of Genetics, University of North Carolina, Chapel Hill, NC, USA
| | - Kathleen A. Cooney
- University of Michigan ICPCG Group
- Department of Medicine, University of Michigan, Ann Arbor, MI, USA
| | - James M. Farnham
- University of Utah ICPCG Group, Division of Genetic Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Nicola J. Camp
- University of Utah ICPCG Group, Division of Genetic Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Lisa A. Cannon-Albright
- University of Utah ICPCG Group, Division of Genetic Epidemiology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Teuvo L.J. Tammela
- University of Tampere ICPCG Group, University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Johanna Schleutker
- University of Tampere ICPCG Group, University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Josef Hoegel
- University of Ulm ICPCG Group
- Institut fuer Humangenetik, Universitaet Ulm, Germany
| | - Kathleen Herkommer
- University of Ulm ICPCG Group
- Urologische Klinik, Universität Ulm, Germany
- Urologische Klinik rechts der Isar, Technische Universitaet Muenchen, Germany
| | - Christiane Maier
- University of Ulm ICPCG Group
- Institut fuer Humangenetik, Universitaet Ulm, Germany
| | - Walther Vogel
- University of Ulm ICPCG Group
- Institut fuer Humangenetik, Universitaet Ulm, Germany
| | - Fredrik Wiklund
- Karolinska Institute ICPCG Group
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Monica Emanuelsson
- Karolinska Institute ICPCG Group
- Oncologic Centre, Umeå University, Umeå, Sweden
| | - Henrik Grönberg
- Karolinska Institute ICPCG Group
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Kathleen E. Wiley
- Johns Hopkins University ICPCG Group and Department of Urology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Sarah D. Isaacs
- Johns Hopkins University ICPCG Group and Department of Urology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Patrick C. Walsh
- Johns Hopkins University ICPCG Group and Department of Urology, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Brian T. Helfand
- Northwestern University ICPCG group, Department of Urology, Northwestern University Chicago, IL USA
| | - Donghui Kan
- Northwestern University ICPCG group, Department of Urology, Northwestern University Chicago, IL USA
| | - William J. Catalona
- Northwestern University ICPCG group, Department of Urology, Northwestern University Chicago, IL USA
| | - Janet L. Stanford
- FHCRC ICPCG Group
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA, USA
| | - Liesel M. FitzGerald
- FHCRC ICPCG Group
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA, USA
| | - Bo Johanneson
- FHCRC ICPCG Group
- Cancer Genetics Branch, NHGRI, National Institutes of Health, Bethesda, MD, USA
| | - Kerry Deutsch
- FHCRC ICPCG Group
- Institute for Systems Biology, Seattle, WA, USA
| | - Laura McIntosh
- FHCRC ICPCG Group
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA, USA
| | - Elaine A. Ostrander
- FHCRC ICPCG Group
- Cancer Genetics Branch, NHGRI, National Institutes of Health, Bethesda, MD, USA
| | | | | | | | | | - Alice S. Whittemore
- BC/CA/HI ICPCG Group
- Department of Health Research and Policy, Stanford School of Medicine, CA, USA
- Stanford Comprehensive Cancer Center, Stanford School of Medicine, CA, USA
| | - Ingrid Oakley-Girvan
- BC/CA/HI ICPCG Group
- Stanford Comprehensive Cancer Center, Stanford School of Medicine, CA, USA
| | - Chih-Lin Hsieh
- BC/CA/HI ICPCG Group
- Department of Urology and Department of Biochemistry and Molecular Biology, University of Southern California, CA, USA
| | - Isaac Powell
- African American Hereditary Prostate Cancer ICPCG Group
- Karmanos Cancer Institute, Wayne State University, Detroit, MI, USA
| | - Joan E. Bailey-Wilson
- African American Hereditary Prostate Cancer ICPCG Group
- National Human Genome Research Institute, NIH, Bethesda, MD, USA
| | - John D. Carpten
- African American Hereditary Prostate Cancer ICPCG Group
- Translational Genomics Research Institute, Genetic Basis of Human Disease Research Division, Phoenix, AZ, USA
| | | | - S. Lilly Zheng
- Data Coordinating Center for the ICPCG and Center for Human Genomics, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jianfeng Xu
- Data Coordinating Center for the ICPCG and Center for Human Genomics, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Graham G. Giles
- ACTANE Consortium ICPCG Group
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
| | - Gianluca Severi
- ACTANE Consortium ICPCG Group
- Cancer Epidemiology Centre, The Cancer Council Victoria, Melbourne, Australia
| | - John L. Hopper
- ACTANE Consortium ICPCG Group
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, School of Population Health, The University of Melbourne, Melbourne, Australia
| | - Dallas R. English
- ACTANE Consortium ICPCG Group
- Centre for Molecular, Environmental, Genetic and Analytic Epidemiology, School of Population Health, The University of Melbourne, Melbourne, Australia
| | - William D. Foulkes
- ACTANE Consortium ICPCG Group
- Program in Cancer Genetics, McGill University, Montreal, Quebec, Canada
| | - Lovise Maehle
- ACTANE Consortium ICPCG Group
- The Norwegian Radium Hospital, Oslo, Norway
| | - Pal Moller
- ACTANE Consortium ICPCG Group
- The Norwegian Radium Hospital, Oslo, Norway
| | - Michael D. Badzioch
- ACTANE Consortium ICPCG Group
- Division of Medical Genetics, University of Washington Medical Center, Seattle, WA, USA
| | - Steve Edwards
- ACTANE Consortium ICPCG Group
- Institute of Cancer Research, Royal Marsden NHS Foundation Trust, Surrey, UK
| | - Michelle Guy
- ACTANE Consortium ICPCG Group
- Institute of Cancer Research, Royal Marsden NHS Foundation Trust, Surrey, UK
| | - Ros Eeles
- ACTANE Consortium ICPCG Group
- Institute of Cancer Research, Royal Marsden NHS Foundation Trust, Surrey, UK
| | - Douglas Easton
- ACTANE Consortium ICPCG Group
- Cancer Research UK Genetic Epidemiology Unit, Cambridge, UK
| | - William B. Isaacs
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA, USA
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DuVall SL, Fraser AM, Rowe K, Thomas A, Mineau GP. Evaluation of record linkage between a large healthcare provider and the Utah Population Database. J Am Med Inform Assoc 2011; 19:e54-9. [PMID: 21926112 DOI: 10.1136/amiajnl-2011-000335] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE Electronically linked datasets have become an important part of clinical research. Information from multiple sources can be used to identify comorbid conditions and patient outcomes, measure use of healthcare services, and enrich demographic and clinical variables of interest. Innovative approaches for creating research infrastructure beyond a traditional data system are necessary. MATERIALS AND METHODS Records from a large healthcare system's enterprise data warehouse (EDW) were linked to a statewide population database, and a master subject index was created. The authors evaluate the linkage, along with the impact of missing information in EDW records and the coverage of the population database. The makeup of the EDW and population database provides a subset of cancer records that exist in both resources, which allows a cancer-specific evaluation of the linkage. RESULTS About 3.4 million records (60.8%) in the EDW were linked to the population database with a minimum accuracy of 96.3%. It was estimated that approximately 24.8% of target records were absent from the population database, which enabled the effect of the amount and type of information missing from a record on the linkage to be estimated. However, 99% of the records from the oncology data mart linked; they had fewer missing fields and this correlated positively with the number of patient visits. DISCUSSION AND CONCLUSION A general-purpose research infrastructure was created which allows disease-specific cohorts to be identified. The usefulness of creating an index between institutions is that it allows each institution to maintain control and confidentiality of their own information.
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Affiliation(s)
- Scott L DuVall
- VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
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7
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Christensen GB, Knight S, Camp NJ. The sumLINK statistic for genetic linkage analysis in the presence of heterogeneity. Genet Epidemiol 2010; 33:628-36. [PMID: 19217022 DOI: 10.1002/gepi.20414] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
We present the "sumLINK" statistic--the sum of multipoint LOD scores for the subset of pedigrees with nominally significant linkage evidence at a given locus--as an alternative to common methods to identify susceptibility loci in the presence of heterogeneity. We also suggest the "sumLOD" statistic (the sum of positive multipoint LOD scores) as a companion to the sumLINK. sumLINK analysis identifies genetic regions of extreme consistency across pedigrees without regard to negative evidence from unlinked or uninformative pedigrees. Significance is determined by an innovative permutation procedure based on genome shuffling that randomizes linkage information across pedigrees. This procedure for generating the empirical null distribution may be useful for other linkage-based statistics as well. Using 500 genome-wide analyses of simulated null data, we show that the genome shuffling procedure results in the correct type 1 error rates for both the sumLINK and sumLOD. The power of the statistics was tested using 100 sets of simulated genome-wide data from the alternative hypothesis from GAW13. Finally, we illustrate the statistics in an analysis of 190 aggressive prostate cancer pedigrees from the International Consortium for Prostate Cancer Genetics, where we identified a new susceptibility locus. We propose that the sumLINK and sumLOD are ideal for collaborative projects and meta-analyses, as they do not require any sharing of identifiable data between contributing institutions. Further, loci identified with the sumLINK have good potential for gene localization via statistical recombinant mapping, as, by definition, several linked pedigrees contribute to each peak.
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Affiliation(s)
- G B Christensen
- Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City, Utah 84108-1266, USA.
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8
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Beuten J, Gelfond JAL, Martinez-Fierro ML, Weldon KS, Crandall AC, Rojas-Martinez A, Thompson IM, Leach RJ. Association of chromosome 8q variants with prostate cancer risk in Caucasian and Hispanic men. Carcinogenesis 2009; 30:1372-9. [PMID: 19528667 DOI: 10.1093/carcin/bgp148] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Genotyping of a 615 kb region within 8q24 with 49 haplotype-tagged single-nucleotide polymorphisms (SNPs) in 2109 samples (797 cases and 1312 controls) of two ethnic/racial groups found SNPs that are significantly associated with the risk for prostate cancer (PCa). The highest significance in Caucasian men was found for rs6983267; the AA genotype reduced the risk for PCa [odds ratio (OR) = 0.48, 95% confidence interval (CI) = 0.35-0.65, P = 2.74 x 10(-6)]. This SNP also had a significant independent effect from other SNPs in the region in this group. In Hispanic men, rs7837328 and rs921146 showed independent effects (OR = 2.55, 95% CI = 1.51-4.31, P = 4.33 x 10(-4), OR = 2.09, 95% CI = 1.40-3.12, P = 3.13 x 10(-4), respectively). Significant synergist effects for increasing numbers of high-risk alleles were found in both ethnicities. Haplotype analysis revealed major haplotypes, containing the non-risk alleles, conferred protection against PCa. We found high linkage disequilibrium between significant SNPs within the region and SNPs within the CUB and Sushi Multiple Domains 1 gene (CSMD1), on the short arm of chromosome 8 in both ethnicities. These data suggest that multiple interacting SNPs within 8q24, as well as different regions on chromosome 8 far beyond this 8q24 candidate region, may confer increased risk of PCa. This is the first report to investigate the involvement of 8q24 variants in the susceptibility for PCa in Hispanic men.
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Affiliation(s)
- Joke Beuten
- Department of Pediatrics, University of Texas Health Science Center, San Antonio, TX 78229-3900, USA.
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9
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Yeager M, Xiao N, Hayes RB, Bouffard P, Desany B, Burdett L, Orr N, Matthews C, Qi L, Crenshaw A, Markovic Z, Fredrikson KM, Jacobs KB, Amundadottir L, Jarvie TP, Hunter DJ, Hoover R, Thomas G, Harkins TT, Chanock SJ. Comprehensive resequence analysis of a 136 kb region of human chromosome 8q24 associated with prostate and colon cancers. Hum Genet 2008; 124:161-70. [PMID: 18704501 PMCID: PMC2525844 DOI: 10.1007/s00439-008-0535-3] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2008] [Accepted: 07/24/2008] [Indexed: 12/21/2022]
Abstract
Recently, genome-wide association studies have identified loci across a segment of chromosome 8q24 (128,100,000–128,700,000) associated with the risk of breast, colon and prostate cancers. At least three regions of 8q24 have been independently associated with prostate cancer risk; the most centromeric of which appears to be population specific. Haplotypes in two contiguous but independent loci, marked by rs6983267 and rs1447295, have been identified in the Cancer Genetic Markers of Susceptibility project (http://cgems.cancer.gov), which genotyped more than 5,000 prostate cancer cases and 5,000 controls of European origin. The rs6983267 locus is also strongly associated with colorectal cancer. To ascertain a comprehensive catalog of common single-nucleotide polymorphisms (SNPs) across the two regions, we conducted a resequence analysis of 136 kb (chr8: 128,473,000–128,609,802) using the Roche/454 next-generation sequencing technology in 39 prostate cancer cases and 40 controls of European origin. We have characterized a comprehensive catalog of common (MAF > 1%) SNPs within this region, including 442 novel SNPs and have determined the pattern of linkage disequilibrium across the region. Our study has generated a detailed map of genetic variation across the region, which should be useful for choosing SNPs for fine mapping of association signals in 8q24 and investigations of the functional consequences of select common variants.
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Affiliation(s)
- Meredith Yeager
- Core Genotyping Facility, Advanced Technology Program, SAIC-Frederick, Inc., NCI-Frederick, Frederick, MD 21702, USA.
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Salinas CA, Kwon E, Carlson CS, Koopmeiners JS, Feng Z, Karyadi DM, Ostrander EA, Stanford JL. Multiple independent genetic variants in the 8q24 region are associated with prostate cancer risk. Cancer Epidemiol Biomarkers Prev 2008; 17:1203-13. [PMID: 18483343 DOI: 10.1158/1055-9965.epi-07-2811] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Recently, the 8q24 region has been identified as a prostate cancer susceptibility locus in a genome-wide scan of prostate cancer families in Iceland and an admixture scan of African Americans. Further investigations of variants at 8q24 have shown the existence of additional single nucleotide polymorphisms (SNPs) that enhance prostate cancer risk, suggesting the possibility of multiple regions harboring variants for the disease. In the present population-based study of Caucasians (1,308 cases and 1,266 controls) and African Americans (149 cases and 85 controls), we tested the association between prostate cancer and 23 SNPs in the 8q24 region. Fourteen SNPs in Caucasians and 5 SNPs in African Americans were significantly associated with risk of prostate cancer after adjusting for multiple comparisons; of these, 5 SNPs in Caucasians and 3 in African Americans were independently associated with risk. The strongest association was for rs6983561 (carriers of any C allele) with an odds ratio of 1.6 (95% confidence interval, 1.1-2.1) in Caucasians; variants in rs979200, rs1016343, rs7837328, and rs10090154 were also independently associated with risk. In African Americans, the strongest association was for rs7000448 (carriers of any T allele) with an odds ratio of 3.4 (95% confidence interval, 1.3-8.7). In addition, two SNPs that extend the boundaries of the 8q24 region were significantly associated with risk: rs979200 at the centromeric boundary and rs3891248, located in the first intron of the c-MYC gene (IVS1-355), which identifies a new telomeric boundary.
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Affiliation(s)
- Claudia A Salinas
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109-1024, USA
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Helfand BT, Loeb S, Cashy J, Meeks JJ, Thaxton CS, Han M, Catalona WJ. Tumor characteristics of carriers and noncarriers of the deCODE 8q24 prostate cancer susceptibility alleles. J Urol 2008; 179:2197-201; discussion 2202. [PMID: 18423739 DOI: 10.1016/j.juro.2008.01.110] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2007] [Indexed: 11/28/2022]
Abstract
PURPOSE In collaboration with deCODE Genetics Inc. we previously reported on the association between genetic variants on chromosome 8q24 and prostate cancer susceptibility. Several prior studies have examined the relationship between these 8q24 alleles and clinical tumor features. In this study we examine the differences in clinical and pathological tumor features between carriers and noncarriers of these 8q24 alleles in patients with prostate cancer. MATERIALS AND METHODS We genotyped 551 white men who underwent radical prostatectomy or radiation therapy for clinically localized prostate cancer at single institution between 2002 and 2005. Of these men 177 (32.1%) were carriers of the -8 allele of the microsatellite marker DG8S737, the A allele of the single nucleotide polymorphism rs1447295 and/or the A allele of the rs16901979 (a surrogate single nucleotide polymorphism of HapC) 8q24 alleles. We used statistical analyses to compare the distribution of clinical characteristics and pathological outcomes between carriers and noncarriers. RESULTS The -8, A and HapC surrogate single nucleotide polymorphism alleles were present in 77 (14%), 128 (23%) and 61 (14%) patients with prostate cancer, respectively. Carriers of the -8 or multiple 8q24 alleles were significantly more likely to have a Gleason score of 7 or greater and lymph node metastases. Among men with a family history of prostate cancer, carriers of the -8 allele had a significantly greater risk of high grade disease (64% vs 39%, p = 0.04). CONCLUSIONS In our predominantly surgically treated population there was a significant association between 8q24 prostate cancer susceptibility alleles, particularly the -8 allele, and high grade disease. In men with a family history of prostate cancer the presence of 1 or more of these alleles also conferred a greater risk of some adverse pathological features.
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Affiliation(s)
- Brian T Helfand
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
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