Identification of Genetic Variations in CBL, SORBS1, CRK, and RHOQ
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PARSANA-DISSERTATION-2020.Pdf
DECIPHERING TRANSCRIPTIONAL PATTERNS OF GENE REGULATION: A COMPUTATIONAL APPROACH by Princy Parsana A dissertation submitted to The Johns Hopkins University in conformity with the requirements for the degree of Doctor of Philosophy Baltimore, Maryland July, 2020 © 2020 Princy Parsana All rights reserved Abstract With rapid advancements in sequencing technology, we now have the ability to sequence the entire human genome, and to quantify expression of tens of thousands of genes from hundreds of individuals. This provides an extraordinary opportunity to learn phenotype relevant genomic patterns that can improve our understanding of molecular and cellular processes underlying a trait. The high dimensional nature of genomic data presents a range of computational and statistical challenges. This dissertation presents a compilation of projects that were driven by the motivation to efficiently capture gene regulatory patterns in the human transcriptome, while addressing statistical and computational challenges that accompany this data. We attempt to address two major difficulties in this domain: a) artifacts and noise in transcriptomic data, andb) limited statistical power. First, we present our work on investigating the effect of artifactual variation in gene expression data and its impact on trans-eQTL discovery. Here we performed an in-depth analysis of diverse pre-recorded covariates and latent confounders to understand their contribution to heterogeneity in gene expression measurements. Next, we discovered 673 trans-eQTLs across 16 human tissues using v6 data from the Genotype Tissue Expression (GTEx) project. Finally, we characterized two trait-associated trans-eQTLs; one in Skeletal Muscle and another in Thyroid. Second, we present a principal component based residualization method to correct gene expression measurements prior to reconstruction of co-expression networks. -
Defining Functional Interactions During Biogenesis of Epithelial Junctions
ARTICLE Received 11 Dec 2015 | Accepted 13 Oct 2016 | Published 6 Dec 2016 | Updated 5 Jan 2017 DOI: 10.1038/ncomms13542 OPEN Defining functional interactions during biogenesis of epithelial junctions J.C. Erasmus1,*, S. Bruche1,*,w, L. Pizarro1,2,*, N. Maimari1,3,*, T. Poggioli1,w, C. Tomlinson4,J.Lees5, I. Zalivina1,w, A. Wheeler1,w, A. Alberts6, A. Russo2 & V.M.M. Braga1 In spite of extensive recent progress, a comprehensive understanding of how actin cytoskeleton remodelling supports stable junctions remains to be established. Here we design a platform that integrates actin functions with optimized phenotypic clustering and identify new cytoskeletal proteins, their functional hierarchy and pathways that modulate E-cadherin adhesion. Depletion of EEF1A, an actin bundling protein, increases E-cadherin levels at junctions without a corresponding reinforcement of cell–cell contacts. This unexpected result reflects a more dynamic and mobile junctional actin in EEF1A-depleted cells. A partner for EEF1A in cadherin contact maintenance is the formin DIAPH2, which interacts with EEF1A. In contrast, depletion of either the endocytic regulator TRIP10 or the Rho GTPase activator VAV2 reduces E-cadherin levels at junctions. TRIP10 binds to and requires VAV2 function for its junctional localization. Overall, we present new conceptual insights on junction stabilization, which integrate known and novel pathways with impact for epithelial morphogenesis, homeostasis and diseases. 1 National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London SW7 2AZ, UK. 2 Computing Department, Imperial College London, London SW7 2AZ, UK. 3 Bioengineering Department, Faculty of Engineering, Imperial College London, London SW7 2AZ, UK. 4 Department of Surgery & Cancer, Faculty of Medicine, Imperial College London, London SW7 2AZ, UK. -
The Borg Family of Cdc42 Effector Proteins Cdc42ep1–5
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Institute of Cancer Research Repository Biochemical Society Transactions (2016) 0 1–8 DOI: 10.1042/BST20160219 1 2 The Borg family of Cdc42 effector proteins 3 4 Cdc42EP1–5 5 6 Aaron J. Farrugia and Fernando Calvo 7 8 Tumour Microenvironment Team, Division of Cancer Biology, Institute of Cancer Research, 237 Fulham Road, London SW2 6JB, U.K. 9 Correspondence: Fernando Calvo ([email protected]) 10 11 12 13 Despite being discovered more than 15 years ago, the Borg (binder of Rho GTPases) 14 – family of Cdc42 effector proteins (Cdc42EP1 5) remains largely uncharacterised and rela- 15 tively little is known about their structure, regulation and role in development and disease. 16 Recent studies are starting to unravel some of the key functional and mechanistic 17 aspects of the Borg proteins, including their role in cytoskeletal remodelling and signal- 18 ling. In addition, the participation of Borg proteins in important cellular processes such as 19 cell shape, directed migration and differentiation is slowly emerging, directly linking Borgs 20 with important physiological and pathological processes such as angiogenesis, neuro- 21 fi transmission and cancer-associated desmoplasia. Here, we review some of these nd- 22 ings and discuss future prospects. 23 24 25 26 27 28 29 Introduction 30 The Rho GTPase family member Cdc42 regulates a diverse range of cellular functions including cyto- 31 kinesis, cytoskeletal remodelling and cell polarity [1,2]. Like other Rho family members, Cdc42 cycles 32 between two tightly regulated conformational states, a GTP-bound active state and a GDP-bound 33 inactive state [3]. -
MECHANISMS in ENDOCRINOLOGY: Novel Genetic Causes of Short Stature
J M Wit and others Genetics of short stature 174:4 R145–R173 Review MECHANISMS IN ENDOCRINOLOGY Novel genetic causes of short stature 1 1 2 2 Jan M Wit , Wilma Oostdijk , Monique Losekoot , Hermine A van Duyvenvoorde , Correspondence Claudia A L Ruivenkamp2 and Sarina G Kant2 should be addressed to J M Wit Departments of 1Paediatrics and 2Clinical Genetics, Leiden University Medical Center, PO Box 9600, 2300 RC Leiden, Email The Netherlands [email protected] Abstract The fast technological development, particularly single nucleotide polymorphism array, array-comparative genomic hybridization, and whole exome sequencing, has led to the discovery of many novel genetic causes of growth failure. In this review we discuss a selection of these, according to a diagnostic classification centred on the epiphyseal growth plate. We successively discuss disorders in hormone signalling, paracrine factors, matrix molecules, intracellular pathways, and fundamental cellular processes, followed by chromosomal aberrations including copy number variants (CNVs) and imprinting disorders associated with short stature. Many novel causes of GH deficiency (GHD) as part of combined pituitary hormone deficiency have been uncovered. The most frequent genetic causes of isolated GHD are GH1 and GHRHR defects, but several novel causes have recently been found, such as GHSR, RNPC3, and IFT172 mutations. Besides well-defined causes of GH insensitivity (GHR, STAT5B, IGFALS, IGF1 defects), disorders of NFkB signalling, STAT3 and IGF2 have recently been discovered. Heterozygous IGF1R defects are a relatively frequent cause of prenatal and postnatal growth retardation. TRHA mutations cause a syndromic form of short stature with elevated T3/T4 ratio. Disorders of signalling of various paracrine factors (FGFs, BMPs, WNTs, PTHrP/IHH, and CNP/NPR2) or genetic defects affecting cartilage extracellular matrix usually cause disproportionate short stature. -
Transcriptome Analysis of Human Diabetic Kidney Disease
ORIGINAL ARTICLE Transcriptome Analysis of Human Diabetic Kidney Disease Karolina I. Woroniecka,1 Ae Seo Deok Park,1 Davoud Mohtat,2 David B. Thomas,3 James M. Pullman,4 and Katalin Susztak1,5 OBJECTIVE—Diabetic kidney disease (DKD) is the single cases, mild and then moderate mesangial expansion can be leading cause of kidney failure in the U.S., for which a cure has observed. In general, diabetic kidney disease (DKD) is not yet been found. The aim of our study was to provide an considered a nonimmune-mediated degenerative disease unbiased catalog of gene-expression changes in human diabetic of the glomerulus; however, it has long been noted that kidney biopsy samples. complement and immunoglobulins sometimes can be de- — tected in diseased glomeruli, although their role and sig- RESEARCH DESIGN AND METHODS Affymetrix expression fi arrays were used to identify differentially regulated transcripts in ni cance is not clear (4). 44 microdissected human kidney samples. The DKD samples were The understanding of DKD has been challenged by multi- significant for their racial diversity and decreased glomerular ple issues. First, the diagnosis of DKD usually is made using filtration rate (~20–30 mL/min). Stringent statistical analysis, using clinical criteria, and kidney biopsy often is not performed. the Benjamini-Hochberg corrected two-tailed t test, was used to According to current clinical practice, the development of identify differentially expressed transcripts in control and diseased albuminuria in patients with diabetes is sufficient to make the glomeruli and tubuli. Two different Web-based algorithms were fi diagnosis of DKD (5). We do not understand the correlation used to de ne differentially regulated pathways. -
GIV/Girdin and Exo70 Constitute the Core of the Mammalian Polarized Exocytic Machinery
bioRxiv preprint doi: https://doi.org/10.1101/870071; this version posted December 9, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. GIV/Girdin and Exo70 Constitute the Core of the Mammalian Polarized Exocytic Machinery Cristina Rohena1, Navin Rajapakse2, I-Chung Lo2, Peter Novick2, Debashis Sahoo3-5 and Pradipta Ghosh1, 2, 5, 6 ¶ 1 Department of Medicine, University of California San Diego. 2Department of Cellular and Molecular Medicine, University of California San Diego. 3 Department of Pediatrics, University of California San Diego. 4 Department of Computer Science and Engineering, Jacob’s School of Engineering, University of California San Diego. 5 Rebecca and John Moore Comprehensive Cancer Center, University of California San Diego. 6 Veterans Affairs Medical Center, La Jolla, CA. ¶Correspondence to: Pradipta Ghosh, M.D. Professor, Departments of Medicine and Cell and Molecular Medicine, University of California San Diego 9500 Gilman Drive (MC 0651), George E. Palade Bldg, Rm 331-333 La Jolla, CA 92093 Phone: 858-822-7633 Fax: 858-822-7636 Email: [email protected] Running title: GIV•Exo70 interaction enables polarized exocytosis in mammals Key words: Exocyst complex, Polarity, TC-10, Bem1p, MT1-MMP (MMP14), invasion, Girdin bioRxiv preprint doi: https://doi.org/10.1101/870071; this version posted December 9, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. GRAPHIC ABSTRACT Graphic Abstract: Schematic comparing the components of polarized exocytosis, i.e., the major polarity scaffold in yeast (Bem1p; left) and humans (Girdin; right) and the various cellular components and signaling mechanisms that are known to converge on them. -
Genetic Variation of SORBS1 Gene Is Associated with Glucose Homeostasis and Age at Onset of Diabetes: a Sapphire Cohort Study
www.nature.com/scientificreports OPEN Genetic variation of SORBS1 gene is associated with glucose homeostasis and age at onset of Received: 29 December 2017 Accepted: 19 June 2018 diabetes: A SAPPHIRe Cohort Study Published: xx xx xxxx Tien-Jyun Chang 1, Wen-Chang Wang2,3, Chao A. Hsiung3, Chih-Tsueng He4, Ming-Wei Lin5,6, Wayne Huey-Herng Sheu7,8,9, Yi-Cheng Chang1,10,11, Tom Quertermous12, Yii-Der Ida Chen13, Jerome I. Rotter13,14, Lee-Ming Chuang1,15 & The SAPPHIRe Study Group* The SORBS1 gene plays an important role in insulin signaling. We aimed to examine whether common single-nucleotide polymorphisms (SNPs) of SORBS1 are associated with prevalence and incidence of diabetes, age at onset of diabetes, and the related traits of glucose homeostasis. A total of 1135 siblings from 492 ethnic Chinese families were recruited at baseline, and 630 were followed up for 5.19 ± 0.96 years. Nine SNPs including rs7081076, rs2281939, rs3818540, rs2274490, rs61739184, rs726176, rs2296966, rs17849148, and rs3193970 were genotyped and examined. To deal with correlated data of subjects within the same families, the generalized estimating equations approach was applied throughout all association analyses. The GG genotype of rs2281939 was associated with a higher risk of diabetes at baseline, an earlier onset of diabetes, and higher steady-state plasma glucose levels in the modifed insulin suppression test. The minor allele T of rs2296966 was associated with higher prevalence and incidence of diabetes, an earlier onset of diabetes, and higher 2-h glucose during oral glucose tolerance test. These two SNPs revealed independent associations with age of diabetes onset as well as risk of diabetes at baseline. -
Vinexin Family (SORBS) Proteins Play Different Roles in Stiffness- Sensing and Contractile Force Generation Takafumi Ichikawa1,2, Masahiro Kita1, Tsubasa S
© 2017. Published by The Company of Biologists Ltd | Journal of Cell Science (2017) 130, 3517-3531 doi:10.1242/jcs.200691 RESEARCH ARTICLE Vinexin family (SORBS) proteins play different roles in stiffness- sensing and contractile force generation Takafumi Ichikawa1,2, Masahiro Kita1, Tsubasa S. Matsui3,4, Ayaka Ichikawa Nagasato1, Tomohiko Araki3, Shian-Huey Chiang5, Takuhito Sezaki1, Yasuhisa Kimura1, Kazumitsu Ueda1,2, Shinji Deguchi3,4, Alan R. Saltiel5,* and Noriyuki Kioka1,2,‡ ABSTRACT generating actin stress fibers (SFs) (Geiger et al., 2001). This Vinexin, c-Cbl associated protein (CAP) and Arg-binding protein 2 ‘ ’ (ArgBP2) constitute an adaptor protein family called the vinexin mechanical linkage acts as a molecular clutch to transmit the force (SORBS) family that is targeted to focal adhesions (FAs). Although derived from non-muscle myosin-II-dependent contraction to the numerous studies have focused on each of the SORBS proteins and ECM. Cells on more rigid substrates exert greater contractile forces partially elucidated their involvement in mechanotransduction, a than those on soft substrates (Hoffman et al., 2011; Roca-Cusachs comparative analysis of their function has not been well addressed. et al., 2012; LaCroix et al., 2015). These alterations can lead to Here, we established mouse embryonic fibroblasts that individually stiffness-dependent biochemical signals. Among the numerous FA scaffolding proteins, vinculin is one of expressed SORBS proteins and analysed their functions in an ‘ ’ identical cell context. Both vinexin-α and CAP co-localized with the main clutch molecules that can regulate force transmission. vinculin at FAs and promoted the appearance of vinculin-rich FAs, Vinculin consists of an N-terminal head region and a C-terminal tail α region separated by a flexible proline-rich linker region (Bakolitsa whereas ArgBP2 co-localized with -actinin at the proximal end of – FAs and punctate structures on actin stress fibers (SFs), and induced et al., 2004; Borgon et al., 2004). -
Post-Transcriptionally Impaired De Novo Mutations Contribute to The
bioRxiv preprint doi: https://doi.org/10.1101/175844; this version posted November 26, 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-NC-ND 4.0 International license. 1 Post-transcriptionally impaired de novo mutations 2 contribute to the genetic etiology of four neuropsychiatric 3 disorders 4 5 Fengbiao Mao1,2¶, Lu Wang3¶, Xiaolu Zhao2, Zhongshan Li4, Luoyuan Xiao5, 6 Rajesh C. Rao2, Jinchen Li4, Huajing Teng1*, Xin He6*, and Zhong Sheng Sun1,4* 7 8 1 Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, 9 China. 10 2 Department of Pathology, University of Michigan, Ann Arbor, MI 48109, USA. 11 3 Institute of Life Science, Southeast University, Nanjing 210096, China. 12 4 Institute of Genomic Medicine, Wenzhou Medical University, Wenzhou 325027, 13 China 14 5 Department of Computer Science and Technology, Tsinghua University, Beijing 15 100084, China. 16 6 Department of Human Genetics, University of Chicago, Chicago, IL, USA. 17 18 ¶These authors contributed equally to this work 19 * Corresponding authors 20 E-mail: 21 [email protected] (Z.S.S.) 22 [email protected] (X.H.) 23 [email protected] (H.T.) 24 25 1 bioRxiv preprint doi: https://doi.org/10.1101/175844; this version posted November 26, 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. -
A Single Nucleotide Polymorphism in Exon 7 of Sorbin and SH3-Domain-Containing-1 (SORBS1) in Korean PCOS Patients
93-97 11/12/07 16:18 Page 93 MOLECULAR MEDICINE REPORTS 1: 93-97, 2008 93 A single nucleotide polymorphism in exon 7 of sorbin and SH3-domain-containing-1 (SORBS1) in Korean PCOS patients JUNG-MI PARK1, BON-HEE GU1, EUNG-JI LEE1, JAE-YOUNG KIM1, SUNG-WOO CHOI2 and KWANG-HYUN BAEK1 1Graduate School of Life Science and Biotechnology, Cell and Gene Therapy Research Institute, Pochon CHA University, CHA General Hospital, Seoul 135-081, Korea; 2Phillips Exeter Academy, Exeter, NH, USA Received October 19, 2007; Accepted November 20, 2007 Abstract. Patients with polycystic ovarian syndrome (PCOS) (3). It has been reported that approximately 4.9% of female are characterized by high levels of androgens, irregular or college students in Korea have exhibited PCOS (5). In women no menstrual cycle and increased hair growth. In addition, of other ethnic groups, that number has been reported as insulin resistance and glucose tolerance are caused in patients 4-12% (1,6,7). with PCOS. It was recently reported that PCOS in women is Recently, various single nucleotide polymorphisms (SNPs) associated with a single nucleotide polymorphism (SNP) of have been investigated by means of linkage and association genes, including the sorbin and SH3-domain-containing-1 studies in women with PCOS. A number of SNPs associated (SORBS1) gene involved in insulin resistance and glucose with PCOS have been reported (8-20), as have cases of PCOS uptake. SORBS1, which belongs to the sorbin homology related to the target genes of glucose uptake and insulin resis- (SoHo) family of proteins, becomes protein-protein interaction tance. -
Identification of Expression Qtls Targeting Candidate Genes For
ISSN: 2378-3648 Salleh et al. J Genet Genome Res 2018, 5:035 DOI: 10.23937/2378-3648/1410035 Volume 5 | Issue 1 Journal of Open Access Genetics and Genome Research RESEARCH ARTICLE Identification of Expression QTLs Targeting Candidate Genes for Residual Feed Intake in Dairy Cattle Using Systems Genomics Salleh MS1,2, Mazzoni G2, Nielsen MO1, Løvendahl P3 and Kadarmideen HN2,4* 1Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Denmark Check for 2Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark updates 3Department of Molecular Biology and Genetics-Center for Quantitative Genetics and Genomics, Aarhus University, AU Foulum, Tjele, Denmark 4Department of Applied Mathematics and Computer Science, Technical University of Denmark, Lyngby, Denmark *Corresponding author: Kadarmideen HN, Department of Applied Mathematics and Computer Science, Technical University of Denmark, DK-2800, Kgs. Lyngby, Denmark, E-mail: [email protected] Abstract body weight gain and net merit). The eQTLs and biological pathways identified in this study improve our understanding Background: Residual feed intake (RFI) is the difference of the complex biological and genetic mechanisms that de- between actual and predicted feed intake and an important termine FE traits in dairy cattle. The identified eQTLs/genet- factor determining feed efficiency (FE). Recently, 170 can- ic variants can potentially be used in new genomic selection didate genes were associated with RFI, but no expression methods that include biological/functional information on quantitative trait loci (eQTL) mapping has hitherto been per- SNPs. formed on FE related genes in dairy cows. In this study, an integrative systems genetics approach was applied to map Keywords eQTLs in Holstein and Jersey cows fed two different diets to eQTL, RNA-seq, Genotype, Data integration, Systems improve identification of candidate genes for FE. -
Autocrine Endothelin-3/Endothelin Receptor B Signaling Maintains Cellular and Molecular Properties of Glioblastoma Stem Cells
Published OnlineFirst October 19, 2011; DOI: 10.1158/1541-7786.MCR-10-0563 Molecular Cancer Cancer Genes and Genomics Research Autocrine Endothelin-3/Endothelin Receptor B Signaling Maintains Cellular and Molecular Properties of Glioblastoma Stem Cells Yue Liu1, Fei Ye1,9, Kazunari Yamada1, Jonathan L. Tso1, Yibei Zhang1, David H. Nguyen1, Qinghua Dong1,10, Horacio Soto2, Jinny Choe1, Anna Dembo1, Hayley Wheeler1, Ascia Eskin3, Ingrid Schmid4, William H. Yong5,8, Paul S. Mischel5,8, Timothy F. Cloughesy6,8, Harley I. Kornblum7,8, Stanley F. Nelson3,8, Linda M. Liau2,8, and Cho-Lea Tso1,8 Abstract Glioblastoma stem cells (GSC) express both radial glial cell and neural crest cell (NCC)-associated genes. We report that endothelin 3 (EDN3), an essential mitogen for NCC development and migration, is highly produced by GSCs. Serum-induced proliferative differentiation rapidly decreased EDN3 production and downregulated the expression of stemness-associated genes, and reciprocally, two glioblastoma markers, EDN1 and YKL-40 transcripts, were induced. Correspondingly, patient glioblastoma tissues express low levels of EDN3 mRNA and high levels of EDN1 and YKL-40 mRNA. Blocking EDN3/EDN receptor B (EDNRB) signaling by an EDNRB antagonist (BQ788), or EDN3 RNA interference (siRNA), leads to cell apoptosis and functional impairment of tumor sphere formation and cell spreading/migration in culture and loss of tumorigenic capacity in animals. Using exogenous EDN3 as the sole mitogen in culture does not support GSC propagation, but it can rescue GSCs from undergoing cell apoptosis. Molecular analysis by gene expression profiling revealed that most genes downregulated by EDN3/EDNRB blockade were those involved in cytoskeleton organization, pause of growth and differentiation, and DNA damage response, implicating the involvement of EDN3/EDNRB signaling in maintaining GSC migration, undifferentiation, and survival.