Genetic Heterogeneity and Exclusion of Three Candidate Genes
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The Title of the Dissertation
UNIVERSITY OF CALIFORNIA SAN DIEGO Novel network-based integrated analyses of multi-omics data reveal new insights into CD8+ T cell differentiation and mouse embryogenesis A dissertation submitted in partial satisfaction of the requirements for the degree Doctor of Philosophy in Bioinformatics and Systems Biology by Kai Zhang Committee in charge: Professor Wei Wang, Chair Professor Pavel Arkadjevich Pevzner, Co-Chair Professor Vineet Bafna Professor Cornelis Murre Professor Bing Ren 2018 Copyright Kai Zhang, 2018 All rights reserved. The dissertation of Kai Zhang is approved, and it is accept- able in quality and form for publication on microfilm and electronically: Co-Chair Chair University of California San Diego 2018 iii EPIGRAPH The only true wisdom is in knowing you know nothing. —Socrates iv TABLE OF CONTENTS Signature Page ....................................... iii Epigraph ........................................... iv Table of Contents ...................................... v List of Figures ........................................ viii List of Tables ........................................ ix Acknowledgements ..................................... x Vita ............................................. xi Abstract of the Dissertation ................................. xii Chapter 1 General introduction ............................ 1 1.1 The applications of graph theory in bioinformatics ......... 1 1.2 Leveraging graphs to conduct integrated analyses .......... 4 1.3 References .............................. 6 Chapter 2 Systematic -
The Interactome of KRAB Zinc Finger Proteins Reveals the Evolutionary History of Their Functional Diversification
Resource The interactome of KRAB zinc finger proteins reveals the evolutionary history of their functional diversification Pierre-Yves Helleboid1,†, Moritz Heusel2,†, Julien Duc1, Cécile Piot1, Christian W Thorball1, Andrea Coluccio1, Julien Pontis1, Michaël Imbeault1, Priscilla Turelli1, Ruedi Aebersold2,3,* & Didier Trono1,** Abstract years ago (MYA) (Imbeault et al, 2017). Their products harbor an N-terminal KRAB (Kru¨ppel-associated box) domain related to that of Krüppel-associated box (KRAB)-containing zinc finger proteins Meisetz (a.k.a. PRDM9), a protein that originated prior to the diver- (KZFPs) are encoded in the hundreds by the genomes of higher gence of chordates and echinoderms, and a C-terminal array of zinc vertebrates, and many act with the heterochromatin-inducing fingers (ZNF) with sequence-specific DNA-binding potential (Urru- KAP1 as repressors of transposable elements (TEs) during early tia, 2003; Birtle & Ponting, 2006; Imbeault et al, 2017). KZFP genes embryogenesis. Yet, their widespread expression in adult tissues multiplied by gene and segment duplication to count today more and enrichment at other genetic loci indicate additional roles. than 350 and 700 representatives in the human and mouse Here, we characterized the protein interactome of 101 of the ~350 genomes, respectively (Urrutia, 2003; Kauzlaric et al, 2017). A human KZFPs. Consistent with their targeting of TEs, most KZFPs majority of human KZFPs including all primate-restricted family conserved up to placental mammals essentially recruit KAP1 and members target sequences derived from TEs, that is, DNA trans- associated effectors. In contrast, a subset of more ancient KZFPs posons, ERVs (endogenous retroviruses), LINEs, SINEs (long and rather interacts with factors related to functions such as genome short interspersed nuclear elements, respectively), or SVAs (SINE- architecture or RNA processing. -
VSX1 Mutational Analysis in a Series of Italian Patients Affected by Keratoconus: Detection of a Novel Mutation
VSX1 Mutational Analysis in a Series of Italian Patients Affected by Keratoconus: Detection of a Novel Mutation Luigi Bisceglia,1 Marilena Ciaschetti,2 Patrizia De Bonis,1 Pablo Alberto Perafan Campo,2 Costantina Pizzicoli,3 Costanza Scala,1 Michele Grifa,1 Pio Ciavarella,1 Nicola Delle Noci,3 Filippo Vaira,4 Claudio Macaluso,5 and Leopoldo Zelante1 PURPOSE. Keratoconus is a noninflammatory corneal disorder Most cases of keratoconus appear to be sporadic, but a that is clinically and genetically heterogeneous. Mutations in positive family history has been documented in 6% to 10% of the VSX1 (visual system homeobox 1) gene have been identi- patients.5 Both recessive and dominant patterns of inheritance fied for two distinct, inherited corneal dystrophies: posterior have been described.6–8 Autosomal dominant inheritance has polymorphous corneal dystrophy and keratoconus. To evalu- more frequently been reported in families, showing incom- ate the possible role of the VSX1 gene in a series of Italian plete penetrance and variable expressivity. Subtle videokerato- patients, 80 keratoconus-affected subjects were screened for graphic anomalies have been reported among relatives of pa- mutations. tients with keratoconus, allowing the detection of low- ETHODS expressivity forms of keratoconus, usually referred to as M . The diagnosis of keratoconus was made on the basis 9–11 of clinical examination and corneal topography. The whole subclinical or forme fruste keratoconus. Multifactorial in- heritance and a major gene model have also been pro- coding region and the exon–intron junctions of the VSX1 gene 12,13 were analyzed by direct sequencing. posed. In some cases nongenetic causes have been postu- lated, such as eye rubbing or rigid contact lens wear, which RESULTS. -
Association of Gene Ontology Categories with Decay Rate for Hepg2 Experiments These Tables Show Details for All Gene Ontology Categories
Supplementary Table 1: Association of Gene Ontology Categories with Decay Rate for HepG2 Experiments These tables show details for all Gene Ontology categories. Inferences for manual classification scheme shown at the bottom. Those categories used in Figure 1A are highlighted in bold. Standard Deviations are shown in parentheses. P-values less than 1E-20 are indicated with a "0". Rate r (hour^-1) Half-life < 2hr. Decay % GO Number Category Name Probe Sets Group Non-Group Distribution p-value In-Group Non-Group Representation p-value GO:0006350 transcription 1523 0.221 (0.009) 0.127 (0.002) FASTER 0 13.1 (0.4) 4.5 (0.1) OVER 0 GO:0006351 transcription, DNA-dependent 1498 0.220 (0.009) 0.127 (0.002) FASTER 0 13.0 (0.4) 4.5 (0.1) OVER 0 GO:0006355 regulation of transcription, DNA-dependent 1163 0.230 (0.011) 0.128 (0.002) FASTER 5.00E-21 14.2 (0.5) 4.6 (0.1) OVER 0 GO:0006366 transcription from Pol II promoter 845 0.225 (0.012) 0.130 (0.002) FASTER 1.88E-14 13.0 (0.5) 4.8 (0.1) OVER 0 GO:0006139 nucleobase, nucleoside, nucleotide and nucleic acid metabolism3004 0.173 (0.006) 0.127 (0.002) FASTER 1.28E-12 8.4 (0.2) 4.5 (0.1) OVER 0 GO:0006357 regulation of transcription from Pol II promoter 487 0.231 (0.016) 0.132 (0.002) FASTER 6.05E-10 13.5 (0.6) 4.9 (0.1) OVER 0 GO:0008283 cell proliferation 625 0.189 (0.014) 0.132 (0.002) FASTER 1.95E-05 10.1 (0.6) 5.0 (0.1) OVER 1.50E-20 GO:0006513 monoubiquitination 36 0.305 (0.049) 0.134 (0.002) FASTER 2.69E-04 25.4 (4.4) 5.1 (0.1) OVER 2.04E-06 GO:0007050 cell cycle arrest 57 0.311 (0.054) 0.133 (0.002) -
Role of the PTPRD Locus and Limited Pleiotropy with Other Neuropathologies
CORE Metadata, citation and similar papers at core.ac.uk Provided by Harvard University - DASH Susceptibility to neurofibrillary tangles: role of the PTPRD locus and limited pleiotropy with other neuropathologies The Harvard community has made this article openly available. Please share how this access benefits you. Your story matters Citation Chibnik, L. B., C. C. White, S. Mukherjee, T. Raj, L. Yu, E. B. Larson, T. J. Montine, et al. 2017. “Susceptibility to neurofibrillary tangles: role of the PTPRD locus and limited pleiotropy with other neuropathologies.” Molecular psychiatry :10.1038/mp.2017.20. doi:10.1038/mp.2017.20. http://dx.doi.org/10.1038/mp.2017.20. Published Version doi:10.1038/mp.2017.20 Citable link http://nrs.harvard.edu/urn-3:HUL.InstRepos:34492045 Terms of Use This article was downloaded from Harvard University’s DASH repository, and is made available under the terms and conditions applicable to Other Posted Material, as set forth at http:// nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of- use#LAA HHS Public Access Author manuscript Author ManuscriptAuthor Manuscript Author Mol Psychiatry Manuscript Author . Author Manuscript Author manuscript; available in PMC 2017 September 22. Susceptibility to neurofibrillary tangles: role of the PTPRD locus and limited pleiotropy with other neuropathologies Lori B Chibnik, PhD, MPH1,2,3,4, Charles C White, PhD1,3, Shubhabrata Mukherjee, PhD5, Towfique Raj, PhD1,3, Lei Yu, PhD6, Eric B. Larson, MD, MPH7, Thomas J. Montine, MD, PhD8, C. Dirk Keene, MD, PhD8, Joshua Sonnen, MD9, Julie A. Schneider, MD6, Paul K. Crane, MD, MPH5, Joshua M. -
Genetic Interactions Between ANLN and KDR Are Prognostic for Breast Cancer Survival
ONCOLOGY REPORTS 42: 2255-2266, 2019 Genetic interactions between ANLN and KDR are prognostic for breast cancer survival XIAOFENG DAI1*, XIAO CHEN2*, OLIVIER HAKIZIMANA2 and YI MEI2 1Wuxi School of Medicine, 2School of Biotechnology, Jiangnan University, Wuxi, Jiangsu 214122, P.R. China Received April 3, 2019; Accepted August 7, 2019 DOI: 10.3892/or.2019.7332 Abstract. Single nucleotide polymorphisms (SNPs) are the of ~627,000 annually estimated in 2018 (2). Uncontrolled most common genetic variation in mammalian cells with proliferative growth and angiogenesis are two basic cancer prognostic potential. Anillin-actin binding protein (ANLN) hallmarks governing the critical transitions towards malig- has been identified as being involved in PI3K/PTEN signaling, nancy during carcinogenesis (3). PI3K/PTEN signaling, which is critical in cell life/death control, and kinase insert frequently altered in breast carcinoma (4), confers a survival domain receptor (KDR) encodes a key receptor mediating advantage to tumor cells (5). Anillin, encoded by anillin the cancer angiogenesis/metastasis switch. Knowledge of actin-binding protein (ANLN), is an actin-binding protein, the intrinsic connections between PI3K/PTEN and KDR which has been identified as being involved in the PI3K/PTEN signaling, which represent two critical transitions in carcino- pathway (6,7). It is an F‑actin binding protein, which maintains genesis, led the present study to investigate the effects of the podocyte cytoskeletal dynamics, cell motility and signaling potential synergy between ANLN and KDR on breast cancer through its interaction with CD2-associated protein, which outcome and identify relevant SNPs driving such a synergy stimulates the phosphorylation of AKT at serine 473 (6,8). -
Whole Exome Sequencing in Families at High Risk for Hodgkin Lymphoma: Identification of a Predisposing Mutation in the KDR Gene
Hodgkin Lymphoma SUPPLEMENTARY APPENDIX Whole exome sequencing in families at high risk for Hodgkin lymphoma: identification of a predisposing mutation in the KDR gene Melissa Rotunno, 1 Mary L. McMaster, 1 Joseph Boland, 2 Sara Bass, 2 Xijun Zhang, 2 Laurie Burdett, 2 Belynda Hicks, 2 Sarangan Ravichandran, 3 Brian T. Luke, 3 Meredith Yeager, 2 Laura Fontaine, 4 Paula L. Hyland, 1 Alisa M. Goldstein, 1 NCI DCEG Cancer Sequencing Working Group, NCI DCEG Cancer Genomics Research Laboratory, Stephen J. Chanock, 5 Neil E. Caporaso, 1 Margaret A. Tucker, 6 and Lynn R. Goldin 1 1Genetic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD; 2Cancer Genomics Research Laboratory, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD; 3Ad - vanced Biomedical Computing Center, Leidos Biomedical Research Inc.; Frederick National Laboratory for Cancer Research, Frederick, MD; 4Westat, Inc., Rockville MD; 5Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD; and 6Human Genetics Program, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, MD, USA ©2016 Ferrata Storti Foundation. This is an open-access paper. doi:10.3324/haematol.2015.135475 Received: August 19, 2015. Accepted: January 7, 2016. Pre-published: June 13, 2016. Correspondence: [email protected] Supplemental Author Information: NCI DCEG Cancer Sequencing Working Group: Mark H. Greene, Allan Hildesheim, Nan Hu, Maria Theresa Landi, Jennifer Loud, Phuong Mai, Lisa Mirabello, Lindsay Morton, Dilys Parry, Anand Pathak, Douglas R. Stewart, Philip R. Taylor, Geoffrey S. Tobias, Xiaohong R. Yang, Guoqin Yu NCI DCEG Cancer Genomics Research Laboratory: Salma Chowdhury, Michael Cullen, Casey Dagnall, Herbert Higson, Amy A. -
Mouse Mutants As Models for Congenital Retinal Disorders
Experimental Eye Research 81 (2005) 503–512 www.elsevier.com/locate/yexer Review Mouse mutants as models for congenital retinal disorders Claudia Dalke*, Jochen Graw GSF-National Research Center for Environment and Health, Institute of Developmental Genetics, D-85764 Neuherberg, Germany Received 1 February 2005; accepted in revised form 1 June 2005 Available online 18 July 2005 Abstract Animal models provide a valuable tool for investigating the genetic basis and the pathophysiology of human diseases, and to evaluate therapeutic treatments. To study congenital retinal disorders, mouse mutants have become the most important model organism. Here we review some mouse models, which are related to hereditary disorders (mostly congenital) including retinitis pigmentosa, Leber’s congenital amaurosis, macular disorders and optic atrophy. q 2005 Elsevier Ltd. All rights reserved. Keywords: animal model; retina; mouse; gene mutation; retinal degeneration 1. Introduction Although mouse models are a good tool to investigate retinal disorders, one should keep in mind that the mouse Mice suffering from hereditary eye defects (and in retina is somehow different from a human retina, particular from retinal degenerations) have been collected particularly with respect to the number and distribution of since decades (Keeler, 1924). They allow the study of the photoreceptor cells. The mouse as a nocturnal animal molecular and histological development of retinal degener- has a retina dominated by rods; in contrast, cones are small ations and to characterize the genetic basis underlying in size and represent only 3–5% of the photoreceptors. Mice retinal dysfunction and degeneration. The recent progress of do not form cone-rich areas like the human fovea. -
Research Article Clinic-Genomic Association Mining for Colorectal Cancer Using Publicly Available Datasets
Hindawi Publishing Corporation BioMed Research International Volume 2014, Article ID 170289, 10 pages http://dx.doi.org/10.1155/2014/170289 Research Article Clinic-Genomic Association Mining for Colorectal Cancer Using Publicly Available Datasets Fang Liu,1 Yaning Feng,1 Zhenye Li,2 Chao Pan,1 Yuncong Su,1 Rui Yang,1 Liying Song,1 Huilong Duan,1 and Ning Deng1 1 Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education, Zhejiang University, Hangzhou 310027, China 2 General Hospital of Ningxia Medical University, Yinchuan 750004, China Correspondence should be addressed to Ning Deng; [email protected] Received 30 March 2014; Accepted 12 May 2014; Published 2 June 2014 Academic Editor: Degui Zhi Copyright © 2014 Fang Liu et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. In recent years, a growing number of researchers began to focus on how to establish associations between clinical and genomic data. However, up to now, there is lack of research mining clinic-genomic associations by comprehensively analysing available gene expression data for a single disease. Colorectal cancer is one of the malignant tumours. A number of genetic syndromes have been proven to be associated with colorectal cancer. This paper presents our research on mining clinic-genomic associations for colorectal cancer under biomedical big data environment. The proposed method is engineered with multiple technologies, including extracting clinical concepts using the unified medical language system (UMLS), extracting genes through the literature mining, and mining clinic-genomic associations through statistical analysis. -
Human Induced Pluripotent Stem Cell–Derived Podocytes Mature Into Vascularized Glomeruli Upon Experimental Transplantation
BASIC RESEARCH www.jasn.org Human Induced Pluripotent Stem Cell–Derived Podocytes Mature into Vascularized Glomeruli upon Experimental Transplantation † Sazia Sharmin,* Atsuhiro Taguchi,* Yusuke Kaku,* Yasuhiro Yoshimura,* Tomoko Ohmori,* ‡ † ‡ Tetsushi Sakuma, Masashi Mukoyama, Takashi Yamamoto, Hidetake Kurihara,§ and | Ryuichi Nishinakamura* *Department of Kidney Development, Institute of Molecular Embryology and Genetics, and †Department of Nephrology, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan; ‡Department of Mathematical and Life Sciences, Graduate School of Science, Hiroshima University, Hiroshima, Japan; §Division of Anatomy, Juntendo University School of Medicine, Tokyo, Japan; and |Japan Science and Technology Agency, CREST, Kumamoto, Japan ABSTRACT Glomerular podocytes express proteins, such as nephrin, that constitute the slit diaphragm, thereby contributing to the filtration process in the kidney. Glomerular development has been analyzed mainly in mice, whereas analysis of human kidney development has been minimal because of limited access to embryonic kidneys. We previously reported the induction of three-dimensional primordial glomeruli from human induced pluripotent stem (iPS) cells. Here, using transcription activator–like effector nuclease-mediated homologous recombination, we generated human iPS cell lines that express green fluorescent protein (GFP) in the NPHS1 locus, which encodes nephrin, and we show that GFP expression facilitated accurate visualization of nephrin-positive podocyte formation in -
Differentiation of Human Embryonic Stem Cells Into Cone Photoreceptors
© 2015. Published by The Company of Biologists Ltd | Development (2015) 142, 3294-3306 doi:10.1242/dev.125385 RESEARCH ARTICLE STEM CELLS AND REGENERATION Differentiation of human embryonic stem cells into cone photoreceptors through simultaneous inhibition of BMP, TGFβ and Wnt signaling Shufeng Zhou1,*, Anthony Flamier1,*, Mohamed Abdouh1, Nicolas Tétreault1, Andrea Barabino1, Shashi Wadhwa2 and Gilbert Bernier1,3,4,‡ ABSTRACT replacement therapy may stop disease progression or restore visual Cone photoreceptors are required for color discrimination and high- function. However, a reliable and abundant source of human cone resolution central vision and are lost in macular degenerations, cone photoreceptors is not currently available. This limitation may be and cone/rod dystrophies. Cone transplantation could represent a overcome using embryonic stem cells (ESCs). ESCs originate from therapeutic solution. However, an abundant source of human cones the inner cell mass of the blastocyst and represent the most primitive remains difficult to obtain. Work performed in model organisms stem cells. Human ESCs (hESCs) can develop into cells and tissues suggests that anterior neural cell fate is induced ‘by default’ if BMP, of the three primary germ layers and be expanded indefinitely TGFβ and Wnt activities are blocked, and that photoreceptor genesis (Reubinoff et al., 2000; Thomson et al., 1998). operates through an S-cone default pathway. We report here that Work performed in amphibians and chick suggests that primordial Coco (Dand5), a member of the Cerberus gene family, is expressed cells adopt a neural fate in the absence of alternative cues (Muñoz- in the developing and adult mouse retina. Upon exposure Sanjuán and Brivanlou, 2002). -
Immunomic Analysis of Human Renal Cell Carcinoma
Immunomic analysis of human renal cell carcinoma Zur Erlangung des akademischen Grades eines DOKTORS DER NATURWISSENSCHAFTEN (Dr. rer. nat.) der Fakultät für Chemie und Biowissenschaften der Universität Karlsruhe (TH) vorgelegte DISSERTATION von Gerard Devitt aus Cork, Irland Dekan: Prof. Dr. Manfred Kappes Referent: Prof. Dr. Margot Zöller Korreferent: Prof. Dr. Jonathan Sleeman Tag der mündlichen Prüfung: 19th July 2004 For James, Roseanne, Niall, Owen and Nadia Zusammenfassung - 3 – Das Nierenzellkarzinom ist der am häufigsten in den Nieren vorkommende Tumor. Er macht bis zu 3% aller malignen Erkrankungen bei Erwachsenen aus. Die Zahl der Nierenzellkarzinompatienten steigt jährlich. Bisher gibt es keine international standardisierte Therapie für das metastasierende Nierenzellkarzinom und die vollständige Entfernung der betroffenen Niere ist zur Zeit die einzige Behandlungsmöglichkeit. Das Nierenzellkarzinom ist sehr resistent gegen Bestrahlung und Chemotherapie, zeigt aber in manchen Untersuchungen eine spontane Regression, die auf Immunogenität des Tumors schließen lässt. Die Identifikation von nierenzellkarzinomassoziierten immunogenen Molekülen ist daher wichtig, um 1.) die grundlegenden Mechanismen der Immunogenität des Nierenzellkarzinoms zu verstehen, 2.) für mögliche neue Ansätze in Diagnose, Prognose und Therapie. In dieser Arbeit wurden drei Techniken eingesetzt, um nierenzellkarzinomassoziierte Gene und Antigene zu erkennen: 1) Suppression substractive hybridization (SSH), 2) Serological analysis of recombinant cDNA expression