Differential Alterations in Gene Expression Profiles Contribute To
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Analysis of Trans Esnps Infers Regulatory Network Architecture
Analysis of trans eSNPs infers regulatory network architecture Anat Kreimer Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2014 © 2014 Anat Kreimer All rights reserved ABSTRACT Analysis of trans eSNPs infers regulatory network architecture Anat Kreimer eSNPs are genetic variants associated with transcript expression levels. The characteristics of such variants highlight their importance and present a unique opportunity for studying gene regulation. eSNPs affect most genes and their cell type specificity can shed light on different processes that are activated in each cell. They can identify functional variants by connecting SNPs that are implicated in disease to a molecular mechanism. Examining eSNPs that are associated with distal genes can provide insights regarding the inference of regulatory networks but also presents challenges due to the high statistical burden of multiple testing. Such association studies allow: simultaneous investigation of many gene expression phenotypes without assuming any prior knowledge and identification of unknown regulators of gene expression while uncovering directionality. This thesis will focus on such distal eSNPs to map regulatory interactions between different loci and expose the architecture of the regulatory network defined by such interactions. We develop novel computational approaches and apply them to genetics-genomics data in human. We go beyond pairwise interactions to define network motifs, including regulatory modules and bi-fan structures, showing them to be prevalent in real data and exposing distinct attributes of such arrangements. We project eSNP associations onto a protein-protein interaction network to expose topological properties of eSNPs and their targets and highlight different modes of distal regulation. -
List of Abbreviation
Exploring and Potentiating Human Bone Marrow Derived Mesenchymal Stem Cells [hBMSCs] and Differentiated Islets for Effective Diabetes Therapy ABBREVIATION LIST OF ABBREVIATION AF555-Alexa Fluor 555 EBs- Embryoid bodies AGE- advanced glycosylation end-product EDTA- Ethylenediaminetetraacetic acid aPKC- Atypical protein kinase C EGF-Epidermal growth factor ANOVA-Analysis of variance EGFR- epidermal growth factor receptor Arx- Aristaless-related homeobox gene EL- Enicostemma littorale ATP- Adenosine triphosphate ELISA- Enzyme linked immunosorbent bHLH- Basic helix–loop–helix assay BM- Bone marrow EMT - epithelial–mesenchymal transition BMC- Bioactive molecules cocktail ESCs- Embryonic stem cells BMP-bone morphogenic protein FACS- Fluorescent activated cell sorter BSA- Bovine serum albumin FBS- Fetal Bovine Serum cAMP- Cyclic Adenosine monophosphate FDA- Food and Drug Administration CaCl2 –Calcium chloride FGF- Fibroblast growth factor CD-Cluster of differentiation FITC- Fluorescein isothiocyanate cDNA –Complementary DNA FOXO1-Forkhead box protein O1 ChIP-Chromatin immunoprecipitation FOXA2 - Forkhead box protein A2 CCl4- Carbon tetrachloride GAD- Glutamate decarboxylase CDK- Cyclin dependent kinase GATA4 -(GATA Binding Protein 4) CK-Cytokeratin GATA6- (GATA Binding Protein 6) CNS- Central Nervous System GCK- Glucokinase CPCSEA- Committee for the purpose of GFP- Green Fluorescent protein control and supervision of experiments on GLP-1- Glucagon-like peptide-1 animals GLUT- Glucose Transporter DAPI- 4’6’-diamidino-2-phenylindole GPx- Glutathione peroxidase Dihydrochloride GSH- Reduced glutathione DCFDA- 2',7' –dichlorofluorescin diacetate GSIS- Glucose-stimulated insulin secretion DM-Diabetes mellitus GTT- Glucose tolerance test DMEM- KO -Dulbecco’s Modified Eagle H & E- Hematoxylin and Eosin Media-Knock out hBMSCs: Human bone marrow-derived DMSO- Dimethyl Sulphoxide mesenchymal stem cell DTZ- Dithizone HGF- Hepatocyte Growth Factor Mitul Vakani. -
Analysis of Gene Expression Data for Gene Ontology
ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION A Thesis Presented to The Graduate Faculty of The University of Akron In Partial Fulfillment of the Requirements for the Degree Master of Science Robert Daniel Macholan May 2011 ANALYSIS OF GENE EXPRESSION DATA FOR GENE ONTOLOGY BASED PROTEIN FUNCTION PREDICTION Robert Daniel Macholan Thesis Approved: Accepted: _______________________________ _______________________________ Advisor Department Chair Dr. Zhong-Hui Duan Dr. Chien-Chung Chan _______________________________ _______________________________ Committee Member Dean of the College Dr. Chien-Chung Chan Dr. Chand K. Midha _______________________________ _______________________________ Committee Member Dean of the Graduate School Dr. Yingcai Xiao Dr. George R. Newkome _______________________________ Date ii ABSTRACT A tremendous increase in genomic data has encouraged biologists to turn to bioinformatics in order to assist in its interpretation and processing. One of the present challenges that need to be overcome in order to understand this data more completely is the development of a reliable method to accurately predict the function of a protein from its genomic information. This study focuses on developing an effective algorithm for protein function prediction. The algorithm is based on proteins that have similar expression patterns. The similarity of the expression data is determined using a novel measure, the slope matrix. The slope matrix introduces a normalized method for the comparison of expression levels throughout a proteome. The algorithm is tested using real microarray gene expression data. Their functions are characterized using gene ontology annotations. The results of the case study indicate the protein function prediction algorithm developed is comparable to the prediction algorithms that are based on the annotations of homologous proteins. -
Supplemental Table S1
Entrez Gene Symbol Gene Name Affymetrix EST Glomchip SAGE Stanford Literature HPA confirmed Gene ID Profiling profiling Profiling Profiling array profiling confirmed 1 2 A2M alpha-2-macroglobulin 0 0 0 1 0 2 10347 ABCA7 ATP-binding cassette, sub-family A (ABC1), member 7 1 0 0 0 0 3 10350 ABCA9 ATP-binding cassette, sub-family A (ABC1), member 9 1 0 0 0 0 4 10057 ABCC5 ATP-binding cassette, sub-family C (CFTR/MRP), member 5 1 0 0 0 0 5 10060 ABCC9 ATP-binding cassette, sub-family C (CFTR/MRP), member 9 1 0 0 0 0 6 79575 ABHD8 abhydrolase domain containing 8 1 0 0 0 0 7 51225 ABI3 ABI gene family, member 3 1 0 1 0 0 8 29 ABR active BCR-related gene 1 0 0 0 0 9 25841 ABTB2 ankyrin repeat and BTB (POZ) domain containing 2 1 0 1 0 0 10 30 ACAA1 acetyl-Coenzyme A acyltransferase 1 (peroxisomal 3-oxoacyl-Coenzyme A thiol 0 1 0 0 0 11 43 ACHE acetylcholinesterase (Yt blood group) 1 0 0 0 0 12 58 ACTA1 actin, alpha 1, skeletal muscle 0 1 0 0 0 13 60 ACTB actin, beta 01000 1 14 71 ACTG1 actin, gamma 1 0 1 0 0 0 15 81 ACTN4 actinin, alpha 4 0 0 1 1 1 10700177 16 10096 ACTR3 ARP3 actin-related protein 3 homolog (yeast) 0 1 0 0 0 17 94 ACVRL1 activin A receptor type II-like 1 1 0 1 0 0 18 8038 ADAM12 ADAM metallopeptidase domain 12 (meltrin alpha) 1 0 0 0 0 19 8751 ADAM15 ADAM metallopeptidase domain 15 (metargidin) 1 0 0 0 0 20 8728 ADAM19 ADAM metallopeptidase domain 19 (meltrin beta) 1 0 0 0 0 21 81792 ADAMTS12 ADAM metallopeptidase with thrombospondin type 1 motif, 12 1 0 0 0 0 22 9507 ADAMTS4 ADAM metallopeptidase with thrombospondin type 1 -
New Approaches to Functional Process Discovery in HPV 16-Associated Cervical Cancer Cells by Gene Ontology
Cancer Research and Treatment 2003;35(4):304-313 New Approaches to Functional Process Discovery in HPV 16-Associated Cervical Cancer Cells by Gene Ontology Yong-Wan Kim, Ph.D.1, Min-Je Suh, M.S.1, Jin-Sik Bae, M.S.1, Su Mi Bae, M.S.1, Joo Hee Yoon, M.D.2, Soo Young Hur, M.D.2, Jae Hoon Kim, M.D.2, Duck Young Ro, M.D.2, Joon Mo Lee, M.D.2, Sung Eun Namkoong, M.D.2, Chong Kook Kim, Ph.D.3 and Woong Shick Ahn, M.D.2 1Catholic Research Institutes of Medical Science, 2Department of Obstetrics and Gynecology, College of Medicine, The Catholic University of Korea, Seoul; 3College of Pharmacy, Seoul National University, Seoul, Korea Purpose: This study utilized both mRNA differential significant genes of unknown function affected by the display and the Gene Ontology (GO) analysis to char- HPV-16-derived pathway. The GO analysis suggested that acterize the multiple interactions of a number of genes the cervical cancer cells underwent repression of the with gene expression profiles involved in the HPV-16- cancer-specific cell adhesive properties. Also, genes induced cervical carcinogenesis. belonging to DNA metabolism, such as DNA repair and Materials and Methods: mRNA differential displays, replication, were strongly down-regulated, whereas sig- with HPV-16 positive cervical cancer cell line (SiHa), and nificant increases were shown in the protein degradation normal human keratinocyte cell line (HaCaT) as a con- and synthesis. trol, were used. Each human gene has several biological Conclusion: The GO analysis can overcome the com- functions in the Gene Ontology; therefore, several func- plexity of the gene expression profile of the HPV-16- tions of each gene were chosen to establish a powerful associated pathway, identify several cancer-specific cel- cervical carcinogenesis pathway. -
RCAN2 Isoform 2 Recombinant Protein Cat
RCAN2 Isoform 2 Recombinant Protein Cat. No.: 95-114 RCAN2 Isoform 2 Recombinant Protein Specifications SPECIES: Mouse SOURCE SPECIES: E. coli SEQUENCE: aa 2 - 197 FUSION TAG: Fusion Partner: C-terminal His-tag TESTED APPLICATIONS: ELISA, WB APPLICATIONS: This recombinant protein can be used for WB and ELISA. For research use only. PREDICTED MOLECULAR 26 kDa (Calculated) WEIGHT: Properties PURITY: ~95% PHYSICAL STATE: Liquid 100mM sodium phosphate, 10mM Tris, 500mM NaCl, 25 mM imidazole, 2mM MgCl2, 10% BUFFER: gycerol Store in working aliquots at -70˚C. Avoid freeze/thaw cycles. When working with proteins STORAGE CONDITIONS: care should be taken to keep recombinant protein at a cool and stable temperature. September 29, 2021 1 https://www.prosci-inc.com/rcan2-isoform-2-recombinant-protein-95-114.html Additional Info OFFICIAL SYMBOL: Rcan2 RCAN2 Antibody: Csp2, MCIP2, ZAKI-4, Dscr1l1, Zaki4, Calcipressin-2, Calcineurin inhibitory ALTERNATE NAMES: protein ZAKI-4 ACCESSION NO.: AAH62141 PROTEIN GI NO.: 38328420 GENE ID: 53901 Background and References Regulator of calcineurin 2 (RCAN2), also known as ZAKI4 and DSCR1L1, is expressed as two isoforms differing at their N-terminus. The longer of the two (isoform 1) is expressed exclusively in the brain, while isoform 2 is ubiquitously expressed, with highest expression in brain, heart, and muscle (1,2). Both isoforms bind to the catalytic subunit of calcineurin, a Ca++-dependent protein phosphatase involved in several neuronal functions, though BACKGROUND: their C-terminal region and inhibit calcineurin’s activity (3). Unlike isoform 1 of RCAN2, the expression of the second isoform is not induced by the thyroid hormone T3 (3). -
Downloaded From
The MHC Class II Immunopeptidome of Lymph Nodes in Health and in Chemically Induced Colitis This information is current as Tim Fugmann, Adriana Sofron, Danilo Ritz, Franziska of October 2, 2021. Bootz and Dario Neri J Immunol published online 23 December 2016 http://www.jimmunol.org/content/early/2016/12/23/jimmun ol.1601157 Downloaded from Supplementary http://www.jimmunol.org/content/suppl/2016/12/23/jimmunol.160115 Material 7.DCSupplemental http://www.jimmunol.org/ Why The JI? Submit online. • Rapid Reviews! 30 days* from submission to initial decision • No Triage! Every submission reviewed by practicing scientists • Fast Publication! 4 weeks from acceptance to publication *average by guest on October 2, 2021 Subscription Information about subscribing to The Journal of Immunology is online at: http://jimmunol.org/subscription Permissions Submit copyright permission requests at: http://www.aai.org/About/Publications/JI/copyright.html Email Alerts Receive free email-alerts when new articles cite this article. Sign up at: http://jimmunol.org/alerts The Journal of Immunology is published twice each month by The American Association of Immunologists, Inc., 1451 Rockville Pike, Suite 650, Rockville, MD 20852 Copyright © 2016 by The American Association of Immunologists, Inc. All rights reserved. Print ISSN: 0022-1767 Online ISSN: 1550-6606. Published December 23, 2016, doi:10.4049/jimmunol.1601157 The Journal of Immunology The MHC Class II Immunopeptidome of Lymph Nodes in Health and in Chemically Induced Colitis Tim Fugmann,* Adriana Sofron,† Danilo Ritz,* Franziska Bootz,† and Dario Neri† We recently described a mass spectrometry–based methodology that enables the confident identification of hundreds of peptides bound to murine MHC class II (MHCII) molecules. -
Identifying the Role of Wilms Tumor 1 Associated Protein in Cancer Prediction Using Integrative Genomic Analyses
MOLECULAR MEDICINE REPORTS 14: 2823-2831, 2016 Identifying the role of Wilms tumor 1 associated protein in cancer prediction using integrative genomic analyses LI‑SHENG WU1*, JIA-YI QIAN2*, MINGHAI WANG3* and HAIWEI YANG4 1Department of General Surgery, Anhui Provincial Hospital, Anhui Medical University, Hefei, Anhui 230001; 2Department of Breast Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029; 3Department of General Surgery, The First Affiliated Yijishan Hospital of Wannan Medical College, Wuhu, Anhui 241002; 4Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China Received August 31, 2015; Accepted June 2, 2016 DOI: 10.3892/mmr.2016.5528 Abstract. The Wilms tumor suppressor, WT1 was first iden- regulatory factor 1, glucocorticoid receptor and peroxisome tified due to its essential role in the normal development of proliferator‑activated receptor γ transcription factor binding the human genitourinary system. Wilms tumor 1 associated sites were identified in the upstream (promoter) region of the protein (WTAP) was subsequently revealed to interact with human WTAP gene, suggesting that these transcription factors WT1 using yeast two‑hybrid screening. The present study may be involved in WTAP functions in tumor formation. identified 44 complete WTAP genes in the genomes of verte- brates, including fish, amphibians, birds and mammals. The Introduction vertebrate WTAP proteins clustered into the primate, rodent and teleost lineages using phylogenetic tree analysis. From The Wilms tumor suppressor gene WT1 was first identified 1,347 available SNPs in the human WTAP gene, 19 were due to its essential role in the normal development of the identified to cause missense mutations. -
RCAN2 Antibody Cat
RCAN2 Antibody Cat. No.: 5051 RCAN2 Antibody Immunohistochemistry of RCAN2 in mouse brain tissue Immunofluorescence of RCAN2 in mouse brain tissue with with RCAN2 antibody at 2.5 μg/mL. RCAN2 antibody at 20 μg/mL. Specifications HOST SPECIES: Rabbit SPECIES REACTIVITY: Human, Mouse, Rat HOMOLOGY: Predicted species reactivity based on immunogen sequence: Bovine: (100%) RCAN2 antibody was raised against a 14 amino acid synthetic peptide near the center of human RCAN2. IMMUNOGEN: The immunogen is located within amino acids 70 - 120 of RCAN2. TESTED APPLICATIONS: ELISA, IF, IHC-P, WB September 26, 2021 1 https://www.prosci-inc.com/rcan2-antibody-5051.html RCAN2 antibody can be used for detection of RCAN2 by Western blot at 1 - 2 μg/mL. Antibody can also be used for immunohistochemistry starting at 2.5 μg/mL. For immunofluorescence start at 20 μg/mL. APPLICATIONS: Antibody validated: Western Blot in mouse samples; Immunohistochemistry in mouse samples and Immunofluorescence in mouse samples. All other applications and species not yet tested. POSITIVE CONTROL: 1) Cat. No. 1282 - 3T3 (NIH) Cell Lysate Properties PURIFICATION: RCAN2 Antibody is affinity chromatography purified via peptide column. CLONALITY: Polyclonal ISOTYPE: IgG CONJUGATE: Unconjugated PHYSICAL STATE: Liquid BUFFER: RCAN2 Antibody is supplied in PBS containing 0.02% sodium azide. CONCENTRATION: 1 mg/mL RCAN2 antibody can be stored at 4˚C for three months and -20˚C, stable for up to one STORAGE CONDITIONS: year. As with all antibodies care should be taken to avoid repeated freeze thaw cycles. Antibodies should not be exposed to prolonged high temperatures. Additional Info OFFICIAL SYMBOL: Rcan2 RCAN2 Antibody: Csp2, MCIP2, ZAKI-4, Dscr1l1, Zaki4, Calcipressin-2, Calcineurin inhibitory ALTERNATE NAMES: protein ZAKI-4 ACCESSION NO.: AAH62141 PROTEIN GI NO.: 38328420 GENE ID: 53901 USER NOTE: Optimal dilutions for each application to be determined by the researcher. -
WO 2019/079361 Al 25 April 2019 (25.04.2019) W 1P O PCT
(12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization I International Bureau (10) International Publication Number (43) International Publication Date WO 2019/079361 Al 25 April 2019 (25.04.2019) W 1P O PCT (51) International Patent Classification: CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, C12Q 1/68 (2018.01) A61P 31/18 (2006.01) DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, C12Q 1/70 (2006.01) HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, (21) International Application Number: MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, PCT/US2018/056167 OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, (22) International Filing Date: SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, 16 October 2018 (16. 10.2018) TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (25) Filing Language: English (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, (26) Publication Language: English GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, (30) Priority Data: UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, 62/573,025 16 October 2017 (16. 10.2017) US TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, ΓΕ , IS, IT, LT, LU, LV, (71) Applicant: MASSACHUSETTS INSTITUTE OF MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TECHNOLOGY [US/US]; 77 Massachusetts Avenue, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, Cambridge, Massachusetts 02139 (US). -
Identification of Potential Key Genes and Pathway Linked with Sporadic Creutzfeldt-Jakob Disease Based on Integrated Bioinformatics Analyses
medRxiv preprint doi: https://doi.org/10.1101/2020.12.21.20248688; this version posted December 24, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission. Identification of potential key genes and pathway linked with sporadic Creutzfeldt-Jakob disease based on integrated bioinformatics analyses Basavaraj Vastrad1, Chanabasayya Vastrad*2 , Iranna Kotturshetti 1. Department of Biochemistry, Basaveshwar College of Pharmacy, Gadag, Karnataka 582103, India. 2. Biostatistics and Bioinformatics, Chanabasava Nilaya, Bharthinagar, Dharwad 580001, Karanataka, India. 3. Department of Ayurveda, Rajiv Gandhi Education Society`s Ayurvedic Medical College, Ron, Karnataka 562209, India. * Chanabasayya Vastrad [email protected] Ph: +919480073398 Chanabasava Nilaya, Bharthinagar, Dharwad 580001 , Karanataka, India NOTE: This preprint reports new research that has not been certified by peer review and should not be used to guide clinical practice. medRxiv preprint doi: https://doi.org/10.1101/2020.12.21.20248688; this version posted December 24, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission. Abstract Sporadic Creutzfeldt-Jakob disease (sCJD) is neurodegenerative disease also called prion disease linked with poor prognosis. The aim of the current study was to illuminate the underlying molecular mechanisms of sCJD. The mRNA microarray dataset GSE124571 was downloaded from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were screened. -
SMAD3/Stat3 Signaling Mediates Β-Cell Epithelial-Mesenchymal
2646 Diabetes Volume 66, October 2017 SMAD3/Stat3 Signaling Mediates b-Cell Epithelial- Mesenchymal Transition in Chronic Pancreatitis–Related Diabetes Xiangwei Xiao,1 Shane Fischbach,1 Tina Zhang,1,2 Congde Chen,1 Qingfeng Sheng,1 Ray Zimmerman,1 Sneha Patnaik,1 Joseph Fusco,1 Yungching Ming,1 Ping Guo,1 Chiyo Shiota,1 Krishna Prasadan,1 Nupur Gangopadhyay,1 Sohail Z. Husain,3 Henry Dong,2 and George K. Gittes1 Diabetes 2017;66:2646–2658 | https://doi.org/10.2337/db17-0537 Many patients with chronic pancreatitis develop diabetes Many patients with chronic pancreatitis develop insulinopenia, (chronic pancreatitis–related diabetes [CPRD]) through an glucose intolerance, insulin resistance, and eventually diabetes undetermined mechanism. Here we used long-term par- (2), largely as a result of the intimate proximity of the tial pancreatic duct ligation (PDL) as a model to study CPRD. endocrine pancreas to the exocrine pancreas (3). Moreover, We found that long-term PDL induced significant b-cell de- patients with chronic pancreatitis often develop a fibrotic differentiation, followed by a time-dependent decrease in pancreas with a reduced b-cell mass and have a 15- to b — fi functional -cell mass all speci cally in the ligated tail 16-fold increased risk for pancreatic cancer (4). To date, the portion of the pancreas (PDL-tail). High levels of transform- understanding of the development and pathogenesis of b b ing growth factor 1(TGF 1) were detected in the PDL-tail chronic pancreatitis–relateddiabetes(CPRD)isverylimited. and were mainly produced by M2 macrophages at the In addition, the mechanisms of b-cell loss in CPRD may in early stage and by activated myofibroblasts at the later part be similar to those in type 2 diabetes (T2D) (5,6) and in stage.