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A Genome-Wide CRISPR Screen Identifies Regulators of Beta Cell
bioRxiv preprint doi: https://doi.org/10.1101/2021.05.28.445984; this version posted May 28, 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 The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity.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-NC-ND 4.0 International license. 1 A genome-wide CRISPR screen identifies regulators of beta cell 2 function involved in type 2 diabetes risk 3 Antje K Grotz1, Elena Navarro-Guerrero2, Romina J Bevacqua3,4, Roberta Baronio2, Soren K 4 Thomsen1, Sameena Nawaz1, Varsha Rajesh4,5, Agata Wesolowska-Andersen6, Seung K Kim3,4, 5 Daniel Ebner2, Anna L Gloyn1,4,5,6,7* 6 1. Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, 7 University of Oxford, Oxford, OX3 7LE, UK. 8 2. Target Discovery Institute, Nuffield Department of Medicine, University of Oxford, Oxford OX3 9 7FZ, UK. 10 3. Department of Developmental Biology, Stanford University School of Medicine, Stanford, CA, 11 USA. 12 4. Stanford Diabetes Research Centre, Stanford School of Medicine, Stanford University, Stanford, 13 CA, USA 14 5. Department of Pediatrics, Division of Endocrinology, Stanford School of Medicine, Stanford 15 University, Stanford, CA, USA. 16 6. Wellcome Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, 17 Oxford, OX3 7BN, UK. 18 7. Oxford NIHR Biomedical Research Centre, Oxford University Hospitals Trust, Oxford, OX3 19 7LE, UK. 20 21 *Correspondence: Anna L. Gloyn, Division of Endocrinology, Department of Pediatrics, Stanford School of 22 Medicine, Stanford University, Stanford, CA, USA. -
Supplementary Information Contents
Supplementary Information Contents Supplementary Methods: Additional methods descriptions Supplementary Results: Biology of suicidality-associated loci Supplementary Figures Supplementary Figure 1: Flow chart of UK Biobank participants available for primary analyses (Ordinal GWAS and PRS analysis) Supplementary Figure 2: Flow chart of UK Biobank participants available for secondary analyses. The flow chart of participants is the same as Supplementary Figure 1 up to the highlighted box. Relatedness exclusions were applied for A) the DSH GWAS considering the categories Controls, Contemplated self-harm and Actual self-ham and B) the SIA GWAS considering the categories Controls, Suicidal ideation and attempted suicide. Supplementary Figure 3: Manhattan plot of GWAS of ordinal DSH in UK Biobank (N=100 234). Dashed red line = genome wide significance threshold (p<5x10-5). Inset: QQ plot for genome-wide association with DSH. Red line = theoretical distribution under the null hypothesis of no association. Supplementary Figure 4: Manhattan plot of GWAS of ordinal SIA in UK Biobank (N=108 090). Dashed red line = genome wide significance threshold (p<5x10-5). Inset: QQ plot for genome-wide association with SIA. Red line = theoretical distribution under the null hypothesis of no association. Supplementary Figure 5: Manhattan plot of gene-based GWAS of ordinal suicide in UK Biobank (N=122 935). Dashed red line = genome wide significance threshold (p<5x10-5). Inset: QQ plot for genome-wide association with suicidality in UK Biobank. Red line = theoretical distribution under the null hypothesis of no association. Supplementary Figure 6: Manhattan plot of gene-based GWAS of ordinal DSH in UK Biobank (N=100 234). -
A Novel 2.3 Mb Microduplication of 9Q34. 3 Inserted Into 19Q13. 4 in A
Hindawi Publishing Corporation Case Reports in Pediatrics Volume 2012, Article ID 459602, 7 pages doi:10.1155/2012/459602 Case Report A Novel 2.3 Mb Microduplication of 9q34.3 Inserted into 19q13.4 in a Patient with Learning Disabilities Shalinder Singh,1 Fern Ashton,1 Renate Marquis-Nicholson,1 Jennifer M. Love,1 Chuan-Ching Lan,1 Salim Aftimos,2 Alice M. George,1 and Donald R. Love1, 3 1 Diagnostic Genetics, LabPlus, Auckland City Hospital, P.O. Box 110031, Auckland 1148, New Zealand 2 Genetic Health Service New Zealand-Northern Hub, Auckland City Hospital, Private Bag 92024, Auckland 1142, New Zealand 3 School of Biological Sciences, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand Correspondence should be addressed to Donald R. Love, [email protected] Received 1 July 2012; Accepted 27 September 2012 Academic Editors: L. Cvitanovic-Sojat, G. Singer, and V. C. Wong Copyright © 2012 Shalinder Singh 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. Insertional translocations in which a duplicated region of one chromosome is inserted into another chromosome are very rare. We report a 16.5-year-old girl with a terminal duplication at 9q34.3 of paternal origin inserted into 19q13.4. Chromosomal analysis revealed the karyotype 46,XX,der(19)ins(19;9)(q13.4;q34.3q34.3)pat. Cytogenetic microarray analysis (CMA) identified a ∼2.3Mb duplication of 9q34.3 → qter, which was confirmed by Fluorescence in situ hybridisation (FISH). -
Content Based Search in Gene Expression Databases and a Meta-Analysis of Host Responses to Infection
Content Based Search in Gene Expression Databases and a Meta-analysis of Host Responses to Infection A Thesis Submitted to the Faculty of Drexel University by Francis X. Bell in partial fulfillment of the requirements for the degree of Doctor of Philosophy November 2015 c Copyright 2015 Francis X. Bell. All Rights Reserved. ii Acknowledgments I would like to acknowledge and thank my advisor, Dr. Ahmet Sacan. Without his advice, support, and patience I would not have been able to accomplish all that I have. I would also like to thank my committee members and the Biomed Faculty that have guided me. I would like to give a special thanks for the members of the bioinformatics lab, in particular the members of the Sacan lab: Rehman Qureshi, Daisy Heng Yang, April Chunyu Zhao, and Yiqian Zhou. Thank you for creating a pleasant and friendly environment in the lab. I give the members of my family my sincerest gratitude for all that they have done for me. I cannot begin to repay my parents for their sacrifices. I am eternally grateful for everything they have done. The support of my sisters and their encouragement gave me the strength to persevere to the end. iii Table of Contents LIST OF TABLES.......................................................................... vii LIST OF FIGURES ........................................................................ xiv ABSTRACT ................................................................................ xvii 1. A BRIEF INTRODUCTION TO GENE EXPRESSION............................. 1 1.1 Central Dogma of Molecular Biology........................................... 1 1.1.1 Basic Transfers .......................................................... 1 1.1.2 Uncommon Transfers ................................................... 3 1.2 Gene Expression ................................................................. 4 1.2.1 Estimating Gene Expression ............................................ 4 1.2.2 DNA Microarrays ...................................................... -
The Pdx1 Bound Swi/Snf Chromatin Remodeling Complex Regulates Pancreatic Progenitor Cell Proliferation and Mature Islet Β Cell
Page 1 of 125 Diabetes The Pdx1 bound Swi/Snf chromatin remodeling complex regulates pancreatic progenitor cell proliferation and mature islet β cell function Jason M. Spaeth1,2, Jin-Hua Liu1, Daniel Peters3, Min Guo1, Anna B. Osipovich1, Fardin Mohammadi3, Nilotpal Roy4, Anil Bhushan4, Mark A. Magnuson1, Matthias Hebrok4, Christopher V. E. Wright3, Roland Stein1,5 1 Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN 2 Present address: Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN 3 Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 4 Diabetes Center, Department of Medicine, UCSF, San Francisco, California 5 Corresponding author: [email protected]; (615)322-7026 1 Diabetes Publish Ahead of Print, published online June 14, 2019 Diabetes Page 2 of 125 Abstract Transcription factors positively and/or negatively impact gene expression by recruiting coregulatory factors, which interact through protein-protein binding. Here we demonstrate that mouse pancreas size and islet β cell function are controlled by the ATP-dependent Swi/Snf chromatin remodeling coregulatory complex that physically associates with Pdx1, a diabetes- linked transcription factor essential to pancreatic morphogenesis and adult islet-cell function and maintenance. Early embryonic deletion of just the Swi/Snf Brg1 ATPase subunit reduced multipotent pancreatic progenitor cell proliferation and resulted in pancreas hypoplasia. In contrast, removal of both Swi/Snf ATPase subunits, Brg1 and Brm, was necessary to compromise adult islet β cell activity, which included whole animal glucose intolerance, hyperglycemia and impaired insulin secretion. Notably, lineage-tracing analysis revealed Swi/Snf-deficient β cells lost the ability to produce the mRNAs for insulin and other key metabolic genes without effecting the expression of many essential islet-enriched transcription factors. -
Comparing the Effects of Vitamin E Tocotrienol-Rich Fraction Supplementation and Α-Tocopherol Supplementation on Gene Expression in Healthy Older Adults
ORIGINAL ARTICLE Comparing the effects of vitamin E tocotrienol-rich fraction supplementation and α-tocopherol supplementation on gene expression in healthy older adults Siti Madiani Abdul Ghani,I Jo Aan Goon,I,* Nor Helwa Ezzah Nor Azman,I Siti Nor Asyikin Zakaria,I Zalina Hamid,II Wan Zurinah Wan NgahI I Department of Biochemistry, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia. II Sime Darby Foods & Beverages Marketing Sdn Bhd, Petaling Jaya, Selangor, Malaysia. Abdul Ghani SM, Goon JA, Nor Azman NHE, Asyikin Zakaria SN, Hamid Z, Wan Ngah WZ. Comparing the effects of Vitamin E Tocotrienol-Rich Fraction supplementation and α-Tocopherol supplementation on gene expression in healthy older adults. Clinics. 2019;74:e688 *Corresponding author. E-mail: [email protected] OBJECTIVES: This study aims to compare the differential gene expression resulting from tocotrienol-rich fraction and α-tocopherol supplementation in healthy older adults. METHODS: A total of 71 eligible subjects aged 50 to 55 years from Gombak and Kuala Lumpur, Malaysia, were divided into three groups and supplemented with placebo (n=23), α-tocopherol (n=24) or tocotrienol-rich fraction (n=24). Blood samples were collected at baseline and at 3 and 6 months of supplementation for microarray analysis. RESULTS: The number of genes altered by α-tocopherol was higher after 6 months (1,410) than after 3 months (273) of supplementation. α-Tocopherol altered the expression of more genes in males (952) than in females (731). Similarly, tocotrienol-rich fraction modulated the expression of more genes after 6 months (1,084) than after 3 months (596) and affected more genes in males (899) than in females (781). -
The Genetic Regulatory Signature of Type 2 Diabetes in Human Skeletal Muscle
ARTICLE Received 17 Aug 2015 | Accepted 27 Apr 2016 | Published 29 Jun 2016 DOI: 10.1038/ncomms11764 OPEN The genetic regulatory signature of type 2 diabetes in human skeletal muscle Laura J. Scott1,*, Michael R. Erdos2,*, Jeroen R. Huyghe1,*, Ryan P. Welch1,*, Andrew T. Beck1, Brooke N. Wolford2, Peter S. Chines2, John P. Didion2, Narisu Narisu2, Heather M. Stringham1, D. Leland Taylor2,3, Anne U. Jackson1, Swarooparani Vadlamudi4, Lori L. Bonnycastle2, Leena Kinnunen5, Jouko Saramies6, Jouko Sundvall5, Ricardo D’Oliveira Albanus7, Anna Kiseleva7, John Hensley7, Gregory E. Crawford8,9, Hui Jiang1, Xiaoquan Wen1, Richard M. Watanabe10,11, Timo A. Lakka12,13,14, Karen L. Mohlke4, Markku Laakso15,16, Jaakko Tuomilehto17,18,19,20, Heikki A. Koistinen5,21,22, Michael Boehnke1,*, Francis S. Collins2,* & Stephen C.J. Parker7,23,* Type 2 diabetes (T2D) results from the combined effects of genetic and environmental factors on multiple tissues over time. Of the 4100 variants associated with T2D and related traits in genome-wide association studies (GWAS), 490% occur in non-coding regions, suggesting a strong regulatory component to T2D risk. Here to understand how T2D status, metabolic traits and genetic variation influence gene expression, we analyse skeletal muscle biopsies from 271 well-phenotyped Finnish participants with glucose tolerance ranging from normal to newly diagnosed T2D. We perform high-depth strand-specific mRNA-sequencing and dense genotyping. Computational integration of these data with epigenome data, including ATAC-seq on skeletal muscle, and transcriptome data across diverse tissues reveals that the tissue-specific genetic regulatory architecture of skeletal muscle is highly enriched in muscle stretch/super enhancers, including some that overlap T2D GWAS variants. -
Identification of Novel Regulatory Genes in Acetaminophen
IDENTIFICATION OF NOVEL REGULATORY GENES IN ACETAMINOPHEN INDUCED HEPATOCYTE TOXICITY BY A GENOME-WIDE CRISPR/CAS9 SCREEN A THESIS IN Cell Biology and Biophysics and Bioinformatics Presented to the Faculty of the University of Missouri-Kansas City in partial fulfillment of the requirements for the degree DOCTOR OF PHILOSOPHY By KATHERINE ANNE SHORTT B.S, Indiana University, Bloomington, 2011 M.S, University of Missouri, Kansas City, 2014 Kansas City, Missouri 2018 © 2018 Katherine Shortt All Rights Reserved IDENTIFICATION OF NOVEL REGULATORY GENES IN ACETAMINOPHEN INDUCED HEPATOCYTE TOXICITY BY A GENOME-WIDE CRISPR/CAS9 SCREEN Katherine Anne Shortt, Candidate for the Doctor of Philosophy degree, University of Missouri-Kansas City, 2018 ABSTRACT Acetaminophen (APAP) is a commonly used analgesic responsible for over 56,000 overdose-related emergency room visits annually. A long asymptomatic period and limited treatment options result in a high rate of liver failure, generally resulting in either organ transplant or mortality. The underlying molecular mechanisms of injury are not well understood and effective therapy is limited. Identification of previously unknown genetic risk factors would provide new mechanistic insights and new therapeutic targets for APAP induced hepatocyte toxicity or liver injury. This study used a genome-wide CRISPR/Cas9 screen to evaluate genes that are protective against or cause susceptibility to APAP-induced liver injury. HuH7 human hepatocellular carcinoma cells containing CRISPR/Cas9 gene knockouts were treated with 15mM APAP for 30 minutes to 4 days. A gene expression profile was developed based on the 1) top screening hits, 2) overlap with gene expression data of APAP overdosed human patients, and 3) biological interpretation including assessment of known and suspected iii APAP-associated genes and their therapeutic potential, predicted affected biological pathways, and functionally validated candidate genes. -
Table S1. 103 Ferroptosis-Related Genes Retrieved from the Genecards
Table S1. 103 ferroptosis-related genes retrieved from the GeneCards. Gene Symbol Description Category GPX4 Glutathione Peroxidase 4 Protein Coding AIFM2 Apoptosis Inducing Factor Mitochondria Associated 2 Protein Coding TP53 Tumor Protein P53 Protein Coding ACSL4 Acyl-CoA Synthetase Long Chain Family Member 4 Protein Coding SLC7A11 Solute Carrier Family 7 Member 11 Protein Coding VDAC2 Voltage Dependent Anion Channel 2 Protein Coding VDAC3 Voltage Dependent Anion Channel 3 Protein Coding ATG5 Autophagy Related 5 Protein Coding ATG7 Autophagy Related 7 Protein Coding NCOA4 Nuclear Receptor Coactivator 4 Protein Coding HMOX1 Heme Oxygenase 1 Protein Coding SLC3A2 Solute Carrier Family 3 Member 2 Protein Coding ALOX15 Arachidonate 15-Lipoxygenase Protein Coding BECN1 Beclin 1 Protein Coding PRKAA1 Protein Kinase AMP-Activated Catalytic Subunit Alpha 1 Protein Coding SAT1 Spermidine/Spermine N1-Acetyltransferase 1 Protein Coding NF2 Neurofibromin 2 Protein Coding YAP1 Yes1 Associated Transcriptional Regulator Protein Coding FTH1 Ferritin Heavy Chain 1 Protein Coding TF Transferrin Protein Coding TFRC Transferrin Receptor Protein Coding FTL Ferritin Light Chain Protein Coding CYBB Cytochrome B-245 Beta Chain Protein Coding GSS Glutathione Synthetase Protein Coding CP Ceruloplasmin Protein Coding PRNP Prion Protein Protein Coding SLC11A2 Solute Carrier Family 11 Member 2 Protein Coding SLC40A1 Solute Carrier Family 40 Member 1 Protein Coding STEAP3 STEAP3 Metalloreductase Protein Coding ACSL1 Acyl-CoA Synthetase Long Chain Family Member 1 Protein -
Computational Studies of the Genome Dynamics of Mammalian Transposable Elements and Their Relationships to Genes
COMPUTATIONAL STUDIES OF THE GENOME DYNAMICS OF MAMMALIAN TRANSPOSABLE ELEMENTS AND THEIR RELATIONSHIPS TO GENES by Ying Zhang M.Sc., Katholieke Universiteit Leuven (BELGIUM), 2004 B.E., Harbin Institute of Technology (CHINA), 1993 A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY in THE FACULTY OF GRADUATE STUDIES (Genetics) THE UNIVERSITY OF BRITISH COLUMBIA (Vancouver) May, 2012 © Ying Zhang, 2012 Abstract Sequences derived from transposable elements (TEs) comprise nearly 40 - 50% of the genomic DNA of most mammalian species, including mouse and human. However, what impact they may exert on their hosts is an intriguing question. Originally considered as merely genomic parasites or “selfish DNA”, these mobile elements show their detrimental effects through a variety of mechanisms, from physical DNA disruption to epigenetic regulation. On the other hand, evidence has been mounting to suggest that TEs sometimes may also play important roles by participating in essential biological processes in the host cell. The dual-roles of TE-host interactions make it critical for us to understand the relationship between TEs and the host, which may ultimately help us to better understand both normal cellular functions and disease. This thesis encompasses my three genome-wide computational studies of TE-gene dynamics in mammals. In the first, I identified high levels of TE insertional polymorphisms among inbred mouse strains, and systematically analyzed their distributional features and biological effects, through mining tens of millions of mouse genomic DNA sequences. In the second, I examined the properties of TEs located in introns, and identified key factors, such as the distance to the intron-exon boundary, insertional orientation, and proximity to splice sites, that influence the probability that TEs will be retained in genes. -
Integrated Functional Genomic Analysis Enables Annotation of Kidney Genome-Wide Association Study Loci
BASIC RESEARCH www.jasn.org Integrated Functional Genomic Analysis Enables Annotation of Kidney Genome-Wide Association Study Loci Karsten B. Sieber,1 Anna Batorsky,2 Kyle Siebenthall,2 Kelly L. Hudkins,3 Jeff D. Vierstra,2 Shawn Sullivan,4 Aakash Sur,4,5 Michelle McNulty,6 Richard Sandstrom,2 Alex Reynolds,2 Daniel Bates,2 Morgan Diegel,2 Douglass Dunn,2 Jemma Nelson,2 Michael Buckley,2 Rajinder Kaul,2 Matthew G. Sampson,6 Jonathan Himmelfarb,7,8 Charles E. Alpers,3,8 Dawn Waterworth,1 and Shreeram Akilesh3,8 Due to the number of contributing authors, the affiliations are listed at the end of this article. ABSTRACT Background Linking genetic risk loci identified by genome-wide association studies (GWAS) to their causal genes remains a major challenge. Disease-associated genetic variants are concentrated in regions con- taining regulatory DNA elements, such as promoters and enhancers. Although researchers have previ- ously published DNA maps of these regulatory regions for kidney tubule cells and glomerular endothelial cells, maps for podocytes and mesangial cells have not been available. Methods We generated regulatory DNA maps (DNase-seq) and paired gene expression profiles (RNA-seq) from primary outgrowth cultures of human glomeruli that were composed mainly of podo- cytes and mesangial cells. We generated similar datasets from renal cortex cultures, to compare with those of the glomerular cultures. Because regulatory DNA elements can act on target genes across large genomic distances, we also generated a chromatin conformation map from freshly isolated human glomeruli. Results We identified thousands of unique regulatory DNA elements, many located close to transcription factor genes, which the glomerular and cortex samples expressed at different levels. -
Mouse Endogenous Retroviruses Can Trigger Premature Transcriptional Termination at a Distance
Downloaded from genome.cshlp.org on September 28, 2021 - Published by Cold Spring Harbor Laboratory Press Research Mouse endogenous retroviruses can trigger premature transcriptional termination at a distance Jingfeng Li,1 Keiko Akagi,1 Yongjun Hu,2 Anna L. Trivett,3 Christopher J.W. Hlynialuk,1 Deborah A. Swing,4 Natalia Volfovsky,5 Tamara C. Morgan,6 Yelena Golubeva,6 Robert M. Stephens,5 David E. Smith,2 and David E. Symer1,7,8 1Human Cancer Genetics Program and Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio 43210, USA; 2Department of Pharmaceutical Sciences, University of Michigan, Ann Arbor, Michigan 48109, USA; 3Laboratory of Molecular Immunoregulation and 4Mouse Cancer Genetics Program, National Cancer Institute, Frederick, Maryland 21702, USA; 5Advanced Biomedical Computing Center, Information Systems Program and 6Histotechnology Laboratory, SAIC-Frederick, Inc., National Cancer Institute, Frederick, Maryland 21702, USA; 7Department of Internal Medicine and Department of Biomedical Informatics, The Ohio State University Comprehensive Cancer Center, Columbus, Ohio 43210, USA Endogenous retrotransposons have caused extensive genomic variation within mammalian species, but the functional implications of such mobilization are mostly unknown. We mapped thousands of endogenous retrovirus (ERV) germline integrants in highly divergent, previously unsequenced mouse lineages, facilitating a comparison of gene expression in the presence or absence of