Epigenetic & Transcriptomic Alterations Associated with Childhood
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Literature Mining Sustains and Enhances Knowledge Discovery from Omic Studies
LITERATURE MINING SUSTAINS AND ENHANCES KNOWLEDGE DISCOVERY FROM OMIC STUDIES by Rick Matthew Jordan B.S. Biology, University of Pittsburgh, 1996 M.S. Molecular Biology/Biotechnology, East Carolina University, 2001 M.S. Biomedical Informatics, University of Pittsburgh, 2005 Submitted to the Graduate Faculty of School of Medicine in partial fulfillment of the requirements for the degree of Doctor of Philosophy University of Pittsburgh 2016 UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE This dissertation was presented by Rick Matthew Jordan It was defended on December 2, 2015 and approved by Shyam Visweswaran, M.D., Ph.D., Associate Professor Rebecca Jacobson, M.D., M.S., Professor Songjian Lu, Ph.D., Assistant Professor Dissertation Advisor: Vanathi Gopalakrishnan, Ph.D., Associate Professor ii Copyright © by Rick Matthew Jordan 2016 iii LITERATURE MINING SUSTAINS AND ENHANCES KNOWLEDGE DISCOVERY FROM OMIC STUDIES Rick Matthew Jordan, M.S. University of Pittsburgh, 2016 Genomic, proteomic and other experimentally generated data from studies of biological systems aiming to discover disease biomarkers are currently analyzed without sufficient supporting evidence from the literature due to complexities associated with automated processing. Extracting prior knowledge about markers associated with biological sample types and disease states from the literature is tedious, and little research has been performed to understand how to use this knowledge to inform the generation of classification models from ‘omic’ data. Using pathway analysis methods to better understand the underlying biology of complex diseases such as breast and lung cancers is state-of-the-art. However, the problem of how to combine literature- mining evidence with pathway analysis evidence is an open problem in biomedical informatics research. -
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Research Article Title: The shrinking human protein coding complement: are there now fewer than 20,000 genes? Authors: Iakes Ezkurdia1*, David Juan2*, Jose Manuel Rodriguez3, Adam Frankish4, Mark Diekhans5, Jennifer Harrow4, Jesus Vazquez 6, Alfonso Valencia2,3, Michael L. Tress2,*. Affiliations: 1. Unidad de Proteómica, Centro Nacional de Investigaciones Cardiovasculares, CNIC, Melchor Fernández Almagro, 3, rid, 28029, MadSpain 2. Structural Biology and Bioinformatics Programme, Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro, 3, 28029, Madrid, Spain 3. National Bioinformatics Institute (INB), Spanish National Cancer Research Centre (CNIO), Melchor Fernández Almagro, 3, 28029, Madrid, Spain 4. Wellcome Trust Sanger Institute, Wellcome Trust Campus, Hinxton, Cambridge CB10 1SA, UK 5. Center for Biomolecular Science and Engineering, School of Engineering, University of California Santa Cruz (UCSC), 1156 High Street, Santa Cruz, CA 95064, USA 6. Laboratorio de Proteómica Cardiovascular, Centro Nacional de Investigaciones Cardiovasculares, CNIC, Melchor Fernández Almagro, 3, 28029, Madrid, Spain *: these two authors wish to be considered as joint first authors of the paper. Corresponding author: Michael Tress, [email protected], Tel: +34 91 732 80 00 Fax: +34 91 224 69 76 Running title: Are there fewer than 20,000 protein-coding genes? Keywords: Protein coding genes, proteomics, evolution, genome annotation Abstract Determining the full complement of protein-coding genes is a key goal of genome annotation. The most powerful approach for confirming protein coding potential is the detection of cellular protein expression through peptide mass spectrometry experiments. Here we map the peptides detected in 7 large-scale proteomics studies to almost 60% of the protein coding genes in the GENCODE annotation the human genome. -
Genetic Determinants of Inter-Individual Variations in DNA Methylation
Genetic determinants of inter-individual variations in DNA methylation Dissertation zur Erlangung des Doktorgrades der Naturwissenschaften (Dr. rer. nat.) der Fakultät für Biologie und Vorklinische Medizin der Universität Regensburg vorgelegt von Julia Wimmer (geb. Wegner) aus Neubrandenburg im Jahr 2014 The present work was carried out at the Clinic and Polyclininc of Internal Medicine III at the University Hospital Regensburg from March 2010 to August 2014. Die vorliegende Arbeit entstand im Zeitraum von März 2010 bis August 2014 an der Klinik und Poliklinik für Innere Medizin III des Universitätsklinikums Regensburg. Das Promotionsgesuch wurde eingereicht am: 01. September 2014 Die Arbeit wurde angeleitet von: Prof. Dr. Michael Rehli Prüfungsausschuss: Vorsitzender: Prof. Dr. Herbert Tschochner Erstgutachter: Prof. Dr. Michael Rehli Zweitgutachter: Prof. Dr. Axel Imhof Drittprüfer: Prof. Dr. Gernot Längst Ersatzprüfer: PD Dr. Joachim Griesenbeck Unterschrift: ____________________________ Who seeks shall find. (Sophocles) Table of Contents TABLE OF CONTENTS .......................................................................................................................... I LIST OF FIGURES ................................................................................................................................ IV LIST OF TABLES ................................................................................................................................... V 1 INTRODUCTION .......................................................................................................................... -
Human Social Genomics in the Multi-Ethnic Study of Atherosclerosis
Getting “Under the Skin”: Human Social Genomics in the Multi-Ethnic Study of Atherosclerosis by Kristen Monét Brown A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy (Epidemiological Science) in the University of Michigan 2017 Doctoral Committee: Professor Ana V. Diez-Roux, Co-Chair, Drexel University Professor Sharon R. Kardia, Co-Chair Professor Bhramar Mukherjee Assistant Professor Belinda Needham Assistant Professor Jennifer A. Smith © Kristen Monét Brown, 2017 [email protected] ORCID iD: 0000-0002-9955-0568 Dedication I dedicate this dissertation to my grandmother, Gertrude Delores Hampton. Nanny, no one wanted to see me become “Dr. Brown” more than you. I know that you are standing over the bannister of heaven smiling and beaming with pride. I love you more than my words could ever fully express. ii Acknowledgements First, I give honor to God, who is the head of my life. Truly, without Him, none of this would be possible. Countless times throughout this doctoral journey I have relied my favorite scripture, “And we know that all things work together for good, to them that love God, to them who are called according to His purpose (Romans 8:28).” Secondly, I acknowledge my parents, James and Marilyn Brown. From an early age, you two instilled in me the value of education and have been my biggest cheerleaders throughout my entire life. I thank you for your unconditional love, encouragement, sacrifices, and support. I would not be here today without you. I truly thank God that out of the all of the people in the world that He could have chosen to be my parents, that He chose the two of you. -
Expression and Function of Host Defense Peptides at Inflammation
International Journal of Molecular Sciences Review Expression and Function of Host Defense Peptides at Inflammation Sites Suhanya V. Prasad, Krzysztof Fiedoruk , Tamara Daniluk, Ewelina Piktel and Robert Bucki * Department of Medical Microbiology and Nanobiomedical Engineering, Medical University of Bialystok, Mickiewicza 2c, Bialystok 15-222, Poland; [email protected] (S.V.P.); krzysztof.fi[email protected] (K.F.); [email protected] (T.D.); [email protected] (E.P.) * Correspondence: [email protected]; Tel.: +48-85-7485483 Received: 12 November 2019; Accepted: 19 December 2019; Published: 22 December 2019 Abstract: There is a growing interest in the complex role of host defense peptides (HDPs) in the pathophysiology of several immune-mediated inflammatory diseases. The physicochemical properties and selective interaction of HDPs with various receptors define their immunomodulatory effects. However, it is quite challenging to understand their function because some HDPs play opposing pro-inflammatory and anti-inflammatory roles, depending on their expression level within the site of inflammation. While it is known that HDPs maintain constitutive host protection against invading microorganisms, the inducible nature of HDPs in various cells and tissues is an important aspect of the molecular events of inflammation. This review outlines the biological functions and emerging roles of HDPs in different inflammatory conditions. We further discuss the current data on the clinical relevance of impaired HDPs expression in inflammation and selected diseases. Keywords: host defense peptides; human antimicrobial peptides; defensins; cathelicidins; inflammation; anti-inflammatory; pro-inflammatory 1. Introduction The human body is in a constant state of conflict with the unseen microbial world that threatens to disrupt the host cell function and colonize the body surfaces. -
A Neuro-Specific Hedgehog-Responsive Enhancer from Intron 1 of the Murine Laminin Alpha 1 Gene
A neuro-specific hedgehog-responsive enhancer from intron 1 of the murine laminin alpha 1 gene Thesis presented for the degree of PhD by Kalin Dimitrov Narov Department of Biomedical Science University of Sheffield September 2013 i Acknowledgements I thank my supervisors Anne-Gaëlle Borycki and Philip Ingham for all expert guidance, patience, and for the opportunity to study vertebrate development in their laboratories. I also thank my advisors Pen Rashbass and Vincent Cunliffe for the helpful advices and their critical analyses on my work, and our collaborator Norris Ray Dunn for advising me on mouse transgenics and providing me with mouse embryos. Many thanks also to Shantisree Rayagiri, Joseph B. Pickering, Claire Anderson, Ashish Maurya, Weixin Niah, Harriet Jackson, Raymond Lee, Xingang Wang, Yogavali Pooblan for helping me with text formatting and embryo harvesting, and for providing me with reagents and advices. I am also grateful to the whole D-floor community, as well as to Martin Zeidler’s and Marcelo Rivolta’s labs for letting me use their equipment. Last but not least, I thank my family for the constant support and encouragement, and especially my parents for nurturing in me the love to nature and knowledge. Therefore, I dedicate this work to the memory of my father. ii Abstract Laminin alpha 1 (LAMA1) is a major component of the earliest basement membranes in the mammalian embryo. Disruption of the murine Lama1 gene result in lethal failure of germ layer differentiation and extraembryonic membrane formation at gastrulation stages, while conditional deletion of Lama1 leads to aberrant organization of retinal neurons and vasculature, and defects in cerebellar glia and granule cell precursors later in development. -
The Cis-Regulatory Effects of Modern Human-Specific Variants
bioRxiv preprint doi: https://doi.org/10.1101/2020.10.07.330761; this version posted February 25, 2021. 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. The cis-regulatory effects of modern human-specific variants Authors Carly V. Weiss1,*, Lana Harshman2,3,*, Fumitaka Inoue2,3,4, Hunter B. Fraser1, Dmitri A. Petrov1, †, Nadav Ahituv2,3, †, David Gokhman1, † 1 Department of Biology, Stanford University, Stanford, CA 94305, USA 2 Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA. 3 Institute for Human Genetics, University of California San Francisco, San Francisco, CA, 94158, USA. 4 Present address: Institute for the Advanced Study of Human Biology (WPI-ASHBi), Kyoto University, Kyoto, 606-8501, Japan * Equal contributors † Corresponding authors bioRxiv preprint doi: https://doi.org/10.1101/2020.10.07.330761; this version posted February 25, 2021. 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. Abstract The Neanderthal and Denisovan genomes enabled the discovery of sequences that differ between modern and archaic humans, the majority of which are noncoding. However, our understanding of the regulatory consequences of these differences remains limited, in part due to the decay of regulatory marks in ancient samples. -
Specific Genes
UC San Diego UC San Diego Previously Published Works Title Injury, inflammation and the emergence of human-specific genes. Permalink https://escholarship.org/uc/item/4nb2c5t9 Journal Wound repair and regeneration : official publication of the Wound Healing Society [and] the European Tissue Repair Society, 24(3) ISSN 1067-1927 Authors Baird, Andrew Costantini, Todd Coimbra, Raul et al. Publication Date 2016-05-01 DOI 10.1111/wrr.12422 Peer reviewed eScholarship.org Powered by the California Digital Library University of California BIOMEDICAL HYPOTHESIS Injury, inflammation and the emergence of human-specific genes Andrew Baird, PhD; Todd Costantini, MD; Raul Coimbra, MD, PhD; Brian P. Eliceiri, PhD Division of Trauma, Surgical Critical Care, Burns and Acute Care Surgery, Department of Surgery, University of California San Diego School of Medicine, La Jolla, San Diego, California Reprint requests: ABSTRACT Andrew Baird, PhD, Division of Trauma, Surgical Care, Burns, and Acute Care In light of the central role of inflammation in normal wound repair and regeneration, Surgery, Department of Surgery, UC San we hypothesize that the preponderance of human-specific genes expressed in human Diego Health Sciences, 212 Dickinson inflammatory cells is commensurate with the genetic versatility of inflammatory Street, MC 8236, San Diego, CA 92103, response and the emergence of injuries associated with uniquely hominid behaviors, USA. like a bipedal posture and the use of tools, weapons and fire. The hypothesis Tel: 619-471-9027; underscores the need to study human-specific signaling pathways in experimental Fax: 619-543-2325; Email: [email protected] models of injury and infers that a selection of human-specific genes, driven in part by the response to injury, may have facilitated the emergence of multifunctional genes expressed in other tissues. -
Searching for Rare Variants Associated with Osahs-Related Phenotypes
SEARCHING FOR RARE VARIANTS ASSOCIATED WITH OSAHS-RELATED PHENOTYPES THROUGH PEDIGREES by JINGJING LIANG Dissertation Advisor: Dr. Xiaofeng Zhu Department of Population and Quantitative Health Sciences CASE WESTERN RESERVE UNIVERSITY May 29, 2019 CASE WESTERN RESERVE UNIVERSITY SCHOOL OF GRADUATE STUDIES We hereby approve the thesis/dissertation of Jingjing Liang candidate for the degree of Ph.D Committee Chair Scott M. Williams Committee Member Jonathan L. Haines Committee Member Xiaofeng Zhu Committee Member Rong Xu Committee Member Curtis M. Tatsuoka Date of Defense January 29, 2019 *We also certify that written approval has been obtained for any proprietary material contained therein. 1 Table of Contents CHAPTER 1: LITERATURE REVIEW AND SPECIFIC AIMS ………………14 1.1 Obstructive sleep apnea-hypopnea syndrome …………………………………..14 1.2 AHI and SpO2 …………………………………………………………………...16 1.3 Rare variants and missing heritability …………………………………………..22 1.4 Rare variant association analysis ...………………………………………………24 1.5 Rare variant test using pedigree………………………………………………….27 1.6 Annotating variants in genetic regions ………………………………………….29 1.7 Mendelian randomization………………………………………………………..32 1.8 Specific aims ……………………………………………………………………36 CHAPTER 2: IDENTIFYING LOW FREQUENCY AND RARE VARIANTS ASSOCIATED WITH AVSPO2S USING PEDIGREES .…….………38 2.1 Introduction ……………………………………………………………………...38 2.2 Material and methods……………………………………………………………..42 2.2.1 Description of study samples…..……………………………………………..42 2.2.2 Overview of the method………………………………………………………45 2.2.3 Primary -
Proteogenomic Landscape of Squamous Cell Lung Cancer
ARTICLE https://doi.org/10.1038/s41467-019-11452-x OPEN Proteogenomic landscape of squamous cell lung cancer Paul A. Stewart 1,2, Eric A. Welsh2, Robbert J.C. Slebos 1, Bin Fang 3, Victoria Izumi3, Matthew Chambers2, Guolin Zhang1, Ling Cen2, Fredrik Pettersson2, Yonghong Zhang2, Zhihua Chen2, Chia-Ho Cheng2, Ram Thapa2, Zachary Thompson2, Katherine M. Fellows1, Jewel M. Francis1, James J. Saller4, Tania Mesa5, Chaomei Zhang5, Sean Yoder5, Gina M. DeNicola 6, Amer A. Beg7, Theresa A. Boyle4, Jamie K. Teer 8, Yian Ann Chen8, John M. Koomen 9, Steven A. Eschrich 8 & Eric B. Haura1 1234567890():,; How genomic and transcriptomic alterations affect the functional proteome in lung cancer is not fully understood. Here, we integrate DNA copy number, somatic mutations, RNA- sequencing, and expression proteomics in a cohort of 108 squamous cell lung cancer (SCC) patients. We identify three proteomic subtypes, two of which (Inflamed, Redox) comprise 87% of tumors. The Inflamed subtype is enriched with neutrophils, B-cells, and monocytes and expresses more PD-1. Redox tumours are enriched for oxidation-reduction and glu- tathione pathways and harbor more NFE2L2/KEAP1 alterations and copy gain in the 3q2 locus. Proteomic subtypes are not associated with patient survival. However, B-cell-rich tertiary lymph node structures, more common in Inflamed, are associated with better survival. We identify metabolic vulnerabilities (TP63, PSAT1, and TFRC) in Redox. Our work provides a powerful resource for lung SCC biology and suggests therapeutic opportunities based on redox metabolism and immune cell infiltrates. 1 Department of Thoracic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA. -
Unraveling the Cellular Origin and Clinical Prognostic Markers of Infant B-Cell Acute Lymphoblastic Leukemia Using Genome-Wide Analysis
Acute Lymphoblastic Leukemia SUPPLEMENTARY APPENDIX Unraveling the cellular origin and clinical prognostic markers of infant B-cell acute lymphoblastic leukemia using genome-wide analysis Antonio Agraz-Doblas, 1,2 Clara Bueno, 2# Rachael Bashford-Rogers, 3# Anindita Roy, 4,# Pauline Schneider, 5 Michela Bar - dini, 6 Paola Ballerini, 7 Gianni Cazzaniga, 6 Thaidy Moreno, 1 Carlos Revilla, 1 Marta Gut, 8,9 Maria G. Valsecchi, 10 Irene Roberts, 4,11 Rob Pieters, 5 Paola De Lorenzo, 10 Ignacio Varela, 1,$,* Pablo Menendez 2,12,13,$,* and Ronald W. Stam 5 1Instituto de Biomedicina y Biotecnología de Cantabria (IBBTEC), Universidad de Cantabria-CSIC, Santander, Spain; 2Josep Carreras Leukemia Research Institute-Campus Clinic, Department of Biomedicine, School of Medicine, University of Barcelona, Spain; 3Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, UK; 4Department of Paediatrics, University of Oxford, UK; 5Princess Maxima Center for Pediatric Oncology, Utrecht, the Netherlands; 6Centro Ricerca Tettamanti, Department of Pediatrics, University of Milano Bicocca, Fondazione MBBM, Monza, Italy; 7Pediatric Hematology, A. Trousseau Hospital, Paris, France; 8CNAG-CRG, Center for Genomic Regulation, Barcelona, Spain; 9Universitat Pompeu Fabra, Barcelona, Spain; 10 Interfant Trial Data Center, University of Milano-Bicocca, Monza, Italy; 11 MRC Molecular Haematology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, UK; 12 Instituciò Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain and 13 Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), ISCIII, Barcelona, Spain #These authors contributed equally to this work. $These senior authors contributed equally to this work. ©2019 Ferrata Storti Foundation. This is an open-access paper. doi:10.3324/haematol. -
Flexible Model-Based Joint Probabilistic Clustering of Binary and Continuous Inputs and Its Application to Genetic Regulation and Cancer
Flexible model-based joint probabilistic clustering of binary and continuous inputs and its application to genetic regulation and cancer by Fatin Nurzahirah Binti Zainul Abidin Submitted in accordance with the requirements for the degree of Doctor of Philosophy THE UNIVERSITY OF LEEDS in the Faculty of Biological Sciences School of Molecular and Cellular Biology August 2017 i Intellectual Property and Publication Statements The candidate confirms that the work submitted is his/her own, except where work which has formed part of jointly authored publications has been included. The contribution of the candidate and the other authors to this work has been explicitly indicated below 1st Authored, used in this thesis, Chapter 2, 3 and 4: Fatin N. Zainul Abidin and David R. Westhead. "Flexible model- based clustering of mixed binary and continuous data: application to genetic regulation and cancer”. Nucleic Acids Res (2017) 45 (7):e53. This copy has been supplied on the understanding that it is copyright material and that no quotation from the thesis may be published without proper acknowledgement. The right of Fatin N. Zainul Abidin to be identified as Author of this work has been asserted by her in accordance with the copyright, Designs and Patents Act 1988. © 2017 The University of Leeds and Fatin N. Zainul Abidin ii Acknowledgements First and foremost, thanks to God for giving me the chance and strength to complete this thesis in time although I faced some personal difficulties along the way to complete this thesis, but I am glad I still manage to complete it. Then, thanks to my lovely family in Malaysia for their understanding and allowing me to further my study here and being away from home with a great distance for three and a half years.