Advances in Prognostic Methylation Biomarkers for Prostate Cancer

Total Page:16

File Type:pdf, Size:1020Kb

Advances in Prognostic Methylation Biomarkers for Prostate Cancer cancers Review Advances in Prognostic Methylation Biomarkers for Prostate Cancer 1 1,2 1,2, 1,2, , Dilys Lam , Susan Clark , Clare Stirzaker y and Ruth Pidsley * y 1 Epigenetics Research Laboratory, Genomics and Epigenetics Division, Garvan Institute of Medical Research, Sydney, New South Wales 2010, Australia; [email protected] (D.L.); [email protected] (S.C.); [email protected] (C.S.) 2 St. Vincent’s Clinical School, University of New South Wales, Sydney, New South Wales 2010, Australia * Correspondence: [email protected]; Tel.: +61-2-92958315 These authors have contributed equally. y Received: 22 September 2020; Accepted: 13 October 2020; Published: 15 October 2020 Simple Summary: Prostate cancer is a major cause of cancer-related death in men worldwide. There is an urgent clinical need for improved prognostic biomarkers to better predict the likely outcome and course of the disease and thus inform the clinical management of these patients. Currently, clinically recognised prognostic markers lack sensitivity and specificity in distinguishing aggressive from indolent disease, particularly in patients with localised, intermediate grade prostate cancer. Thus, there is major interest in identifying new molecular biomarkers to complement existing standard clinicopathological markers. DNA methylation is a frequent alteration in the cancer genome and offers potential as a reliable and robust biomarker. In this review, we provide a comprehensive overview of the current state of DNA methylation biomarker studies in prostate cancer prognosis. We highlight advances in this field that have enabled the discovery of novel prognostic genes and discuss the potential of methylation biomarkers for noninvasive liquid-biopsy testing. Abstract: There is a major clinical need for accurate biomarkers for prostate cancer prognosis, to better inform treatment strategies and disease monitoring. Current clinically recognised prognostic factors, including prostate-specific antigen (PSA) levels, lack sensitivity and specificity in distinguishing aggressive from indolent disease, particularly in patients with localised intermediate grade prostate cancer. There has therefore been a major focus on identifying molecular biomarkers that can add prognostic value to existing markers, including investigation of DNA methylation, which has a known role in tumorigenesis. In this review, we will provide a comprehensive overview of the current state of DNA methylation biomarker studies in prostate cancer prognosis, and highlight the advances that have been made in this field. We cover the numerous studies into well-established candidate genes, and explore the technological transition that has enabled hypothesis-free genome-wide studies and the subsequent discovery of novel prognostic genes. Keywords: DNA methylation; epigenetics; biomarkers; circulating DNA; cfDNA; prostate cancer; early detection; prognosis 1. Introduction Prostate cancer (PCa) is the most commonly diagnosed noncutaneous cancer in men and one of the leading causes of cancer death in males. Globally, 1,276,106 new cases were diagnosed in 2018 alone [1,2], and this number is projected to rise by approximately 80%, to more than two million new cases a year, by 2040 [3–5]. Currently, PCa diagnosis is achieved through assessment of blood prostate-specific antigen (PSA) levels, digital rectal examination (clinical T-stage) and histological examination of needle Cancers 2020, 12, 2993; doi:10.3390/cancers12102993 www.mdpi.com/journal/cancers Cancers 2020, 12, x 2 of 39 Cancers 2020, 12, 2993 2 of 38 prostate-specific antigen (PSA) levels, digital rectal examination (clinical T-stage) and histological examination of needle biopsies (Gleason Score (GS)/ISUP Grade) [6]. PSA-based screening was biopsiesintroduced (Gleason in the Scorelate 198 (GS)0s, /andISUP has Grade) significantly [6]. PSA-based increased screening the earlywas detection introduced of localized in the disease late 1980s, and[7–9 has]. Diagnosis significantly at this increased early organ the-confined early detection stage of of disease localized is crucial disease as [it7 –is9 ].pot Diagnosisentially curable at this by early organ-confinedradical prostatectomy stage of(RP disease), a procedure is crucial to surgically as it is potentially remove the curable whole byprostate radical gland. prostatectomy While this is (RP), acurative procedure for tomost surgically prostate remove cancers, the wholeapproximately prostate 30% gland. of Whilepatients this treated is curative by RP for mostexperience prostate cancers,biochemical approximately recurrence 30%(BCR of) [ patients10], and treated17–22% byof RPthese experience relapsed biochemicalpatients progress recurrence to metastatic (BCR) [-10], andlethal 17–22% PCa [11 of–13 these]. There relapsed is therefore patients a need progress to identify to metastatic-lethal the men at high PCa risk [of11 metastatic–13]. There progression, is therefore a needso that to additional identify the interventions men at high can risk be of offered metastatic earlier progression, (e.g., adjuvant so that therapies additional such interventionsas chemotherapy can be oandffered radiotherapy earlier (e.g.,) [14 adjuvant]. therapies such as chemotherapy and radiotherapy) [14]. OnOn thethe otherother hand, many men men diagnosed diagnosed with with PCa PCa have have an an indolent indolent form form of ofthe the disease, disease, which which isischaracterised characterised by slow progression progression with with no no eventual eventual clinical clinical manifestation manifestation [15 [,1516,].16 For]. For these these men men,, RPRP representsrepresents anan overtreatmentovertreatment givengiven the risk of unnecessary side effects effects and and compromised compromised quality quality of lifeof life [17 ,[1817].,18 Thus,]. Thus strategies, strategies such such as as ‘watchful ‘watchful waiting’ waiting’ and and ‘active ‘active surveillance’ surveillance’ have have emerged emerged for for men diagnosedmen diagnosed with lowwith grade low disease,grade disease, in which in regularwhich monitoringregular monitoring is used tois detectused to tumour detect progression, tumour withprogression, the aim ofwith delaying the aim RPof delaying until it is RP clinically until it is necessary clinically [necessary19]. However, [19]. However, 13–45% of 13 low-risk–45% of low men- on activerisk men surveillance on active exhibit surveillance a PSA exhibit rise and a progressPSA rise to and surgery progress or other to surgery treatments or other [20– 22treatments], indicating [20– that 22], indicating that they may have been inappropriately assigned to monitoring, and should have they may have been inappropriately assigned to monitoring, and should have been treated earlier. been treated earlier. PCa has a heterogeneous clinical course which makes it challenging to decide the most appropriate PCa has a heterogeneous clinical course which makes it challenging to decide the most treatment or monitoring strategy for individual patients [23]. There is a major unmet clinical need for appropriate treatment or monitoring strategy for individual patients [23]. There is a major unmet specific prognostic biomarkers that can accurately differentiate indolent from aggressive tumours that clinical need for specific prognostic biomarkers that can accurately differentiate indolent from are likely to metastasise and lead to lethal disease [24]. The ability to identify the risk of progression at aggressive tumours that are likely to metastasise and lead to lethal disease [24]. The ability to identify initialthe risk diagnosis of progressio wouldn informat initial decisions diagnosis about would personalized inform decisions treatment about and personalized/or monitoring treatment strategies, asand/or well asmonitoring the use of adjuvantstrategies, therapy, as well for as improved the use clinicalof adjuvant management therapy, and for enhanced improved outcomes clinical for PCamanagement patients (Figureand enhanced1). outcomes for PCa patients (Figure 1). FigureFigure 1.1. Schematic showing showing the the pathway pathway for for the the application application of ofbiomarkers biomarkers for for improved improved prognostic prognostic stratificationstratification in prostate cancer cancer patients. patients. Prostate Prostate cancer cancer is isa aheterogeneous heterogeneous disease disease and and identifying identifying thosethose patients at at diagnosis diagnosis that that have have aggressive aggressive vs indolent vs. indolent disease diseaseis critical is in critical informing in informingthe clinical the clinicalmanagement management of these ofpatients. these patients.Biological sampling Biological includes sampling tissue includes biopsies, tissue and biopsies, blood and and urine blood andsamples. urine These samples. are Theseassayed are using assayed molecular using molecularbiomarkers, biomarkers, including includingDNA mutations, DNA mutations, DNA DNAmethylation methylation and transcription, and transcription, and clinicopa and clinicopathologicalthological markers, markers,such as GS/ISUP such as grade GS/ISUP and tumour grade and staging. The ultimate goal is to improve the prognostic stratification of patients to inform the optimal tumour staging. The ultimate goal is to improve the prognostic stratification of patients to inform treatment strategies for prostate cancer patients. TNM: tumour/nodes/metastasis staging; PSA: the optimal treatment strategies for prostate cancer patients. TNM: tumour/nodes/metastasis
Recommended publications
  • Environmental Influences on Endothelial Gene Expression
    ENDOTHELIAL CELL GENE EXPRESSION John Matthew Jeff Herbert Supervisors: Prof. Roy Bicknell and Dr. Victoria Heath PhD thesis University of Birmingham August 2012 University of Birmingham Research Archive e-theses repository This unpublished thesis/dissertation is copyright of the author and/or third parties. The intellectual property rights of the author or third parties in respect of this work are as defined by The Copyright Designs and Patents Act 1988 or as modified by any successor legislation. Any use made of information contained in this thesis/dissertation must be in accordance with that legislation and must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the permission of the copyright holder. ABSTRACT Tumour angiogenesis is a vital process in the pathology of tumour development and metastasis. Targeting markers of tumour endothelium provide a means of targeted destruction of a tumours oxygen and nutrient supply via destruction of tumour vasculature, which in turn ultimately leads to beneficial consequences to patients. Although current anti -angiogenic and vascular targeting strategies help patients, more potently in combination with chemo therapy, there is still a need for more tumour endothelial marker discoveries as current treatments have cardiovascular and other side effects. For the first time, the analyses of in-vivo biotinylation of an embryonic system is performed to obtain putative vascular targets. Also for the first time, deep sequencing is applied to freshly isolated tumour and normal endothelial cells from lung, colon and bladder tissues for the identification of pan-vascular-targets. Integration of the proteomic, deep sequencing, public cDNA libraries and microarrays, delivers 5,892 putative vascular targets to the science community.
    [Show full text]
  • Tepzz¥ 6Z54za T
    (19) TZZ¥ ZZ_T (11) EP 3 260 540 A1 (12) EUROPEAN PATENT APPLICATION (43) Date of publication: (51) Int Cl.: 27.12.2017 Bulletin 2017/52 C12N 15/113 (2010.01) A61K 9/127 (2006.01) A61K 31/713 (2006.01) C12Q 1/68 (2006.01) (21) Application number: 17000579.7 (22) Date of filing: 12.11.2011 (84) Designated Contracting States: • Sarma, Kavitha AL AT BE BG CH CY CZ DE DK EE ES FI FR GB Philadelphia, PA 19146 (US) GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO • Borowsky, Mark PL PT RO RS SE SI SK SM TR Needham, MA 02494 (US) • Ohsumi, Toshiro Kendrick (30) Priority: 12.11.2010 US 412862 P Cambridge, MA 02141 (US) 20.12.2010 US 201061425174 P 28.07.2011 US 201161512754 P (74) Representative: Clegg, Richard Ian et al Mewburn Ellis LLP (62) Document number(s) of the earlier application(s) in City Tower accordance with Art. 76 EPC: 40 Basinghall Street 11840099.3 / 2 638 163 London EC2V 5DE (GB) (71) Applicant: The General Hospital Corporation Remarks: Boston, MA 02114 (US) •Thecomplete document including Reference Tables and the Sequence Listing can be downloaded from (72) Inventors: the EPO website • Lee, Jeannie T •This application was filed on 05-04-2017 as a Boston, MA 02114 (US) divisional application to the application mentioned • Zhao, Jing under INID code 62. San Diego, CA 92122 (US) •Claims filed after the date of receipt of the divisional application (Rule 68(4) EPC). (54) POLYCOMB-ASSOCIATED NON-CODING RNAS (57) This invention relates to long non-coding RNAs (IncRNAs), libraries of those ncRNAs that bind chromatin modifiers, such as Polycomb Repressive Complex 2, inhibitory nucleic acids and methods and compositions for targeting IncRNAs.
    [Show full text]
  • Supplementary Table 1: Adhesion Genes Data Set
    Supplementary Table 1: Adhesion genes data set PROBE Entrez Gene ID Celera Gene ID Gene_Symbol Gene_Name 160832 1 hCG201364.3 A1BG alpha-1-B glycoprotein 223658 1 hCG201364.3 A1BG alpha-1-B glycoprotein 212988 102 hCG40040.3 ADAM10 ADAM metallopeptidase domain 10 133411 4185 hCG28232.2 ADAM11 ADAM metallopeptidase domain 11 110695 8038 hCG40937.4 ADAM12 ADAM metallopeptidase domain 12 (meltrin alpha) 195222 8038 hCG40937.4 ADAM12 ADAM metallopeptidase domain 12 (meltrin alpha) 165344 8751 hCG20021.3 ADAM15 ADAM metallopeptidase domain 15 (metargidin) 189065 6868 null ADAM17 ADAM metallopeptidase domain 17 (tumor necrosis factor, alpha, converting enzyme) 108119 8728 hCG15398.4 ADAM19 ADAM metallopeptidase domain 19 (meltrin beta) 117763 8748 hCG20675.3 ADAM20 ADAM metallopeptidase domain 20 126448 8747 hCG1785634.2 ADAM21 ADAM metallopeptidase domain 21 208981 8747 hCG1785634.2|hCG2042897 ADAM21 ADAM metallopeptidase domain 21 180903 53616 hCG17212.4 ADAM22 ADAM metallopeptidase domain 22 177272 8745 hCG1811623.1 ADAM23 ADAM metallopeptidase domain 23 102384 10863 hCG1818505.1 ADAM28 ADAM metallopeptidase domain 28 119968 11086 hCG1786734.2 ADAM29 ADAM metallopeptidase domain 29 205542 11085 hCG1997196.1 ADAM30 ADAM metallopeptidase domain 30 148417 80332 hCG39255.4 ADAM33 ADAM metallopeptidase domain 33 140492 8756 hCG1789002.2 ADAM7 ADAM metallopeptidase domain 7 122603 101 hCG1816947.1 ADAM8 ADAM metallopeptidase domain 8 183965 8754 hCG1996391 ADAM9 ADAM metallopeptidase domain 9 (meltrin gamma) 129974 27299 hCG15447.3 ADAMDEC1 ADAM-like,
    [Show full text]
  • Downloaded the “Top Edge” Version
    bioRxiv preprint doi: https://doi.org/10.1101/855338; this version posted December 6, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY 4.0 International license. 1 Drosophila models of pathogenic copy-number variant genes show global and 2 non-neuronal defects during development 3 Short title: Non-neuronal defects of fly homologs of CNV genes 4 Tanzeen Yusuff1,4, Matthew Jensen1,4, Sneha Yennawar1,4, Lucilla Pizzo1, Siddharth 5 Karthikeyan1, Dagny J. Gould1, Avik Sarker1, Yurika Matsui1,2, Janani Iyer1, Zhi-Chun Lai1,2, 6 and Santhosh Girirajan1,3* 7 8 1. Department of Biochemistry and Molecular Biology, Pennsylvania State University, 9 University Park, PA 16802 10 2. Department of Biology, Pennsylvania State University, University Park, PA 16802 11 3. Department of Anthropology, Pennsylvania State University, University Park, PA 16802 12 4 contributed equally to work 13 14 *Correspondence: 15 Santhosh Girirajan, MBBS, PhD 16 205A Life Sciences Building 17 Pennsylvania State University 18 University Park, PA 16802 19 E-mail: [email protected] 20 Phone: 814-865-0674 21 1 bioRxiv preprint doi: https://doi.org/10.1101/855338; this version posted December 6, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY 4.0 International license. 22 ABSTRACT 23 While rare pathogenic copy-number variants (CNVs) are associated with both neuronal and non- 24 neuronal phenotypes, functional studies evaluating these regions have focused on the molecular 25 basis of neuronal defects.
    [Show full text]
  • Regulates Target Gene Transcription Via Single-Stranded DNA Response Elements
    TLS/FUS (translocated in liposarcoma/fused in sarcoma) regulates target gene transcription via single-stranded DNA response elements Adelene Y. Tan1, Todd R. Riley, Tristan Coady, Harmen J. Bussemaker, and James L. Manley2 Department of Biological Sciences, Columbia University, New York, NY 10027 Contributed by James L. Manley, February 29, 2012 (sent for review December 9, 2011) TLS/FUS (TLS) is a multifunctional protein implicated in a wide range TLS has also been linked to splicing. It contains an RNP-type of cellular processes, including transcription and mRNA processing, RNA-binding domain and associates directly with SR protein as well as in both cancer and neurological disease. However, little is splicing factors (11). TET proteins have been detected in spliceo- currently known about TLS target genes and how they are recog- somes (12), and TLS was found associated with RNAP II and nized. Here, we used ChIP and promoter microarrays to identify snRNPs in a transcription and splicing complex in vitro (13). It is genes potentially regulated by TLS. Among these genes, we detected unclear whether and how TLS recruits splicing factors to sites of a number that correlate with previously known functions of TLS, active transcription, but one possibility is through its interaction and confirmed TLS occupancy at several of them by ChIP. We also with TBP and the TFIID complex. detected changes in mRNA levels of these target genes in cells where Here we provide insight into TLS regulation of RNAP II-tran- scribed genes. We used ChIP followed by promoter microarray TLS levels were altered, indicative of both activation and repression.
    [Show full text]
  • Supplementary Data
    Progressive Disease Signature Upregulated probes with progressive disease U133Plus2 ID Gene Symbol Gene Name 239673_at NR3C2 nuclear receptor subfamily 3, group C, member 2 228994_at CCDC24 coiled-coil domain containing 24 1562245_a_at ZNF578 zinc finger protein 578 234224_at PTPRG protein tyrosine phosphatase, receptor type, G 219173_at NA NA 218613_at PSD3 pleckstrin and Sec7 domain containing 3 236167_at TNS3 tensin 3 1562244_at ZNF578 zinc finger protein 578 221909_at RNFT2 ring finger protein, transmembrane 2 1552732_at ABRA actin-binding Rho activating protein 59375_at MYO15B myosin XVB pseudogene 203633_at CPT1A carnitine palmitoyltransferase 1A (liver) 1563120_at NA NA 1560098_at AKR1C2 aldo-keto reductase family 1, member C2 (dihydrodiol dehydrogenase 2; bile acid binding pro 238576_at NA NA 202283_at SERPINF1 serpin peptidase inhibitor, clade F (alpha-2 antiplasmin, pigment epithelium derived factor), m 214248_s_at TRIM2 tripartite motif-containing 2 204766_s_at NUDT1 nudix (nucleoside diphosphate linked moiety X)-type motif 1 242308_at MCOLN3 mucolipin 3 1569154_a_at NA NA 228171_s_at PLEKHG4 pleckstrin homology domain containing, family G (with RhoGef domain) member 4 1552587_at CNBD1 cyclic nucleotide binding domain containing 1 220705_s_at ADAMTS7 ADAM metallopeptidase with thrombospondin type 1 motif, 7 232332_at RP13-347D8.3 KIAA1210 protein 1553618_at TRIM43 tripartite motif-containing 43 209369_at ANXA3 annexin A3 243143_at FAM24A family with sequence similarity 24, member A 234742_at SIRPG signal-regulatory protein gamma
    [Show full text]
  • Abstracts from the 51St European Society of Human Genetics Conference: Electronic Posters
    European Journal of Human Genetics (2019) 27:870–1041 https://doi.org/10.1038/s41431-019-0408-3 MEETING ABSTRACTS Abstracts from the 51st European Society of Human Genetics Conference: Electronic Posters © European Society of Human Genetics 2019 June 16–19, 2018, Fiera Milano Congressi, Milan Italy Sponsorship: Publication of this supplement was sponsored by the European Society of Human Genetics. All content was reviewed and approved by the ESHG Scientific Programme Committee, which held full responsibility for the abstract selections. Disclosure Information: In order to help readers form their own judgments of potential bias in published abstracts, authors are asked to declare any competing financial interests. Contributions of up to EUR 10 000.- (Ten thousand Euros, or equivalent value in kind) per year per company are considered "Modest". Contributions above EUR 10 000.- per year are considered "Significant". 1234567890();,: 1234567890();,: E-P01 Reproductive Genetics/Prenatal Genetics then compared this data to de novo cases where research based PO studies were completed (N=57) in NY. E-P01.01 Results: MFSIQ (66.4) for familial deletions was Parent of origin in familial 22q11.2 deletions impacts full statistically lower (p = .01) than for de novo deletions scale intelligence quotient scores (N=399, MFSIQ=76.2). MFSIQ for children with mater- nally inherited deletions (63.7) was statistically lower D. E. McGinn1,2, M. Unolt3,4, T. B. Crowley1, B. S. Emanuel1,5, (p = .03) than for paternally inherited deletions (72.0). As E. H. Zackai1,5, E. Moss1, B. Morrow6, B. Nowakowska7,J. compared with the NY cohort where the MFSIQ for Vermeesch8, A.
    [Show full text]
  • Association Mapping Based on a Common-Garden Migration Experiment Reveals
    G3: Genes|Genomes|Genetics Early Online, published on July 9, 2019 as doi:10.1534/g3.119.400369 Association mapping based on a common-garden migration experiment reveals candidate genes for migration tendency in brown trout Alexandre Lemopoulos1,2,*, Silva Uusi-Heikkilä2,3, Pekka Hyvärinen4, Nico Alioravainen1, Jenni M. Prokkola1,5, Chris K. Elvidge1, Anti Vasemägi2,6,7,‡, Anssi Vainikka1, ‡ 1. Department of Environmental and Biological Sciences, University of Eastern Finland, P.O. Box 111, FI-80101 Joensuu, Finland. 2. Department of Biology, University of Turku, FI- 20014, Turku, Finland. 3. Department of Biological and Environmental Science, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland. 4. Natural Resources Institute Finland, Manamansalontie 90, FI-88300, Paltamo, Finland. 5. Institute of Integrative Biology, University of Liverpool, Bioscience building, Crown street, L69 7BZ Liverpool, UK 6. Department of Aquaculture, Institute of Veterinary Medicine and Animal Sciences, Estonian University of Life Sciences, 51014 Tartu, Estonia. 7. Swedish University of Agricultural Sciences, Department of Aquatic Resources, Institute of Freshwater Research, 17893 Drottningholm, Sweden ‡ Shared senior authorship *Corresponding author: [email protected] Key words: Life-history strategies, RADseq, GWAS, salmonids © The Author(s) 2013. Published by the Genetics Society of America. Abstract A better understanding of the environmental and genetic contribution to migratory behavior and the evolution of traits linked to migration is crucial for fish conservation and fisheries management. Up to date, a few genes with unequivocal influence on the adoption of alternative migration strategies have been identified in salmonids. Here, we used a common garden set-up to measure individual migration distances of generally highly polymorphic brown trout Salmo trutta from two populations.
    [Show full text]
  • Identification of DNA Methylation Associated Gene Signatures in Endometrial Cancer Via Integrated Analysis of DNA Methylation and Gene Expression Systematically
    J Gynecol Oncol. 2017 Nov;28(6):e83 https://doi.org/10.3802/jgo.2017.28.e83 pISSN 2005-0380·eISSN 2005-0399 Original Article Identification of DNA methylation associated gene signatures in endometrial cancer via integrated analysis of DNA methylation and gene expression systematically Chuandi Men ,1,2 Hongjuan Chai ,1 Xumin Song ,1 Yue Li ,1 Huawen Du ,1 Qing Ren 1 1Department of Gynecology and Obstetrics, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China Received: May 11, 2017 2Graduate School, Bengbu Medical College, Bengbu, China Revised: Aug 2, 2017 Accepted: Aug 10, 2017 Correspondence to ABSTRACT Qing Ren Department of Gynecology and Obstetrics, Objective: Endometrial cancer (EC) is a common gynecologic cancer worldwide. However, Shanghai Ninth People's Hospital, Shanghai the pathogenesis of EC has not been epigenetically elucidated. Here, this study aims Jiao Tong University School of Medicine, No. to describe the DNA methylation profile and identify favorable gene signatures highly 280, Mohe Road, Baoshan District, Shanghai 201900, China. associated with aberrant DNA methylation changes in EC. E-mail: [email protected] Methods: The data regarding DNA methylation and gene expression were downloaded from The Cancer Genome Atlas (TCGA) database. Differentially methylated CpG sites (DMCs), Copyright © 2017. Asian Society of differentially methylated regions (DMRs), and differentially expressed genes (DEGs) were Gynecologic Oncology, Korean Society of Gynecologic Oncology identified, and the relationship between the 2 omics was further analyzed. In addition, This is an Open Access article distributed weighted CpG site co-methylation network (WCCN) was constructed followed by an under the terms of the Creative Commons integrated analysis of DNA methylation and gene expression data.
    [Show full text]
  • A High-Throughput Approach to Uncover Novel Roles of APOBEC2, a Functional Orphan of the AID/APOBEC Family
    Rockefeller University Digital Commons @ RU Student Theses and Dissertations 2018 A High-Throughput Approach to Uncover Novel Roles of APOBEC2, a Functional Orphan of the AID/APOBEC Family Linda Molla Follow this and additional works at: https://digitalcommons.rockefeller.edu/ student_theses_and_dissertations Part of the Life Sciences Commons A HIGH-THROUGHPUT APPROACH TO UNCOVER NOVEL ROLES OF APOBEC2, A FUNCTIONAL ORPHAN OF THE AID/APOBEC FAMILY A Thesis Presented to the Faculty of The Rockefeller University in Partial Fulfillment of the Requirements for the degree of Doctor of Philosophy by Linda Molla June 2018 © Copyright by Linda Molla 2018 A HIGH-THROUGHPUT APPROACH TO UNCOVER NOVEL ROLES OF APOBEC2, A FUNCTIONAL ORPHAN OF THE AID/APOBEC FAMILY Linda Molla, Ph.D. The Rockefeller University 2018 APOBEC2 is a member of the AID/APOBEC cytidine deaminase family of proteins. Unlike most of AID/APOBEC, however, APOBEC2’s function remains elusive. Previous research has implicated APOBEC2 in diverse organisms and cellular processes such as muscle biology (in Mus musculus), regeneration (in Danio rerio), and development (in Xenopus laevis). APOBEC2 has also been implicated in cancer. However the enzymatic activity, substrate or physiological target(s) of APOBEC2 are unknown. For this thesis, I have combined Next Generation Sequencing (NGS) techniques with state-of-the-art molecular biology to determine the physiological targets of APOBEC2. Using a cell culture muscle differentiation system, and RNA sequencing (RNA-Seq) by polyA capture, I demonstrated that unlike the AID/APOBEC family member APOBEC1, APOBEC2 is not an RNA editor. Using the same system combined with enhanced Reduced Representation Bisulfite Sequencing (eRRBS) analyses I showed that, unlike the AID/APOBEC family member AID, APOBEC2 does not act as a 5-methyl-C deaminase.
    [Show full text]
  • Original Article Potential Targets and Clinical Value of Mir-490-5P in Hepatocellular Carcinoma: a Study Based on TCGA, Qrt-PCR and Bioinformatics Analyses
    Int J Clin Exp Pathol 2018;11(3):1123-1134 www.ijcep.com /ISSN:1936-2625/IJCEP0070742 Original Article Potential targets and clinical value of miR-490-5p in hepatocellular carcinoma: a study based on TCGA, qRT-PCR and bioinformatics analyses Hong Yang1*, Lu Zhang2*, Xiao-Dong Wang1, Meng-Lan Huang2, Peng Lin1, Yu-Yan Pang2, Zhen-Bo Feng2, Gang Chen2 Departments of 1Medical Ultrasonics, 2Pathology, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China. *Equal contributors. Received December 11, 2017; Accepted January 7, 2018; Epub March 1, 2018; Published March 15, 2018 Abstract: Objective: To explore potential targets and clinical value of miR-490-5p in the oncogenesis and progres- sion of hepatocellular carcinoma (HCC). Methods: Clinical value of miR-490-5p was accessed through The Cancer Genome Atlas (TCGA) and qRT-PCR analyses. Potential target mRNAs of miR-490-5p were predicted by bioinfor- matics methods and were annotated as Gene Ontology (GO) function analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway analysis, and Protein-Protein Interaction (PPI) network analysis. Results: miR- 490 expression in HCC tissues was lower compared with normal control tissues based on TCGA and down regula- tion of miR-490-5p was verified by qRT-PCR (P<0.0001). Both miR-490 and miR-490-5p had moderate ability to diagnose HCC tissues from noncancerous tissues. Moreover, lower miR-490 level predicted poorer overall survival in patients with HCC (P=0.0063). One hundred and eighty-four mRNAs were selected as potential targets of miR- 490-5p by overlap with 4,090 prediction genes and 1,478 differentially expressed genes (DEGs).
    [Show full text]
  • Download File
    Natural selection and demography shape the genomes of New World birds Lucas Rocha Moreira Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy under the Executive Committee of the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2021 © 2021 Lucas Rocha Moreira All Rights Reserved Abstract Natural selection and demography shape the genomes of New World birds Lucas Rocha Moreira Genomic diversity is shaped by the interplay between mutation, genetic drift, recombination, and natural selection. A major goal of evolutionary biology is to understand the relative contribution of these different microevolutionary forces to patterns of genetic variation both within and across species. The advent of massive parallel sequencing technologies opened new avenues to investigate the extent to which alternative evolutionary mechanisms impact the genome and the footprints they leave. We can leverage genomic information to, for example, trace back the demographic trajectory of populations and to identify genomic regions underlying adaptive traits. In this disser- tation, I employ genomic data to explore the role of demography and natural selection in two New World bird systems distributed along steep environmental gradients: the Altamira Oriole (Icterus gularis), a Mesoamerican bird that exhibits large variation in body size across its range, and the Hairy and Downy woodpecker (Dryobates villosus and D. pubescens), two sympatric species whose phenotypes vary extensively in response to environments in North America. In Chapter 1, I combine ecological niche model, phenotypic and ddRAD sequencing data from several individuals of I. gularis to investigate which spatial processes best explain geographic variation in phenotypes and alleles: (i) isolation by distance, (ii) isolation by history or (iii) isolation by environment.
    [Show full text]