Global Comparison of Chromosome X Genes of Pulmonary Telocytes With
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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. -
Integrative Analysis Reveals RNA G-Quadruplexes in Utrs Are Selectively Constrained and Enriched for Functional Associations
ARTICLE https://doi.org/10.1038/s41467-020-14404-y OPEN Integrative analysis reveals RNA G-quadruplexes in UTRs are selectively constrained and enriched for functional associations David S.M. Lee 1, Louis R. Ghanem 2* & Yoseph Barash 1,3* G-quadruplex (G4) sequences are abundant in untranslated regions (UTRs) of human messenger RNAs, but their functional importance remains unclear. By integrating multiple 1234567890():,; sources of genetic and genomic data, we show that putative G-quadruplex forming sequences (pG4) in 5’ and 3’ UTRs are selectively constrained, and enriched for cis-eQTLs and RNA-binding protein (RBP) interactions. Using over 15,000 whole-genome sequences, we find that negative selection acting on central guanines of UTR pG4s is comparable to that of missense variation in protein-coding sequences. At multiple GWAS-implicated SNPs within pG4 UTR sequences, we find robust allelic imbalance in gene expression across diverse tissue contexts in GTEx, suggesting that variants affecting G-quadruplex formation within UTRs may also contribute to phenotypic variation. Our results establish UTR G4s as important cis-regulatory elements and point to a link between disruption of UTR pG4 and disease. 1 Department of Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA. 2 Division of Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, The Children’s Hospital of Philadelphia and The University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA. 3 Department -
Effect of Chromosomal Copy Number Variations on Congenital Birth Defects and Human Developmental Disorders
EFFECT OF CHROMOSOMAL COPY NUMBER VARIATIONS ON CONGENITAL BIRTH DEFECTS AND HUMAN DEVELOPMENTAL DISORDERS APPROVED BY SUPERVISORY COMMITTEE Andrew R. Zinn, M.D., Ph.D Christine K. Garcia, M.D., Ph.D Orson Moe, M.D., Ph.D Ralph DeBerardinis, M.D., Ph.D DEDICATION Many many people have given me love, support, advice, and caffeine over the course of my graduate research to which I am eternally grateful. To Andrew, my mentor for many years and scientific guide- if someday I become half the researcher you are, I will have turned out. There aren’t enough words- thank you, thank you, thank you. To my thesis committee- thank for your insightful comments, direction and criticism and most for your genuine desire to see me succeed. To my collaborators, Vidu Garg and Linda Baker- thank you for sharing your research with a lowly grad student. I would literally have nothing to research without your generosity. To the lab-thanks for listening to boring mitochondrial results each week. I will miss you terribly. To Miguel- No puedo poner a las palabras la profundidad de mi amor para usted. Usted es mi amigo, mi amor, mi corazón, mi amante, mi ayuda y mi ancla. Con usted por mi lado puedo lograr las cosas magníficas que no podría solamente. Te amo. To Justin- the talk of complex four late at night was worth it. Love you. To Kim, Kristen and Adriane- my absolute favorite people- thank you for believing even when I did not. Thank you for listening to me when I needed it most. -
Nuclear Organization and the Epigenetic Landscape of the Mus Musculus X-Chromosome Alicia Liu University of Connecticut - Storrs, [email protected]
University of Connecticut OpenCommons@UConn Doctoral Dissertations University of Connecticut Graduate School 8-9-2019 Nuclear Organization and the Epigenetic Landscape of the Mus musculus X-Chromosome Alicia Liu University of Connecticut - Storrs, [email protected] Follow this and additional works at: https://opencommons.uconn.edu/dissertations Recommended Citation Liu, Alicia, "Nuclear Organization and the Epigenetic Landscape of the Mus musculus X-Chromosome" (2019). Doctoral Dissertations. 2273. https://opencommons.uconn.edu/dissertations/2273 Nuclear Organization and the Epigenetic Landscape of the Mus musculus X-Chromosome Alicia J. Liu, Ph.D. University of Connecticut, 2019 ABSTRACT X-linked imprinted genes have been hypothesized to contribute parent-of-origin influences on social cognition. A cluster of imprinted genes Xlr3b, Xlr4b, and Xlr4c, implicated in cognitive defects, are maternally expressed and paternally silent in the murine brain. These genes defy classic mechanisms of autosomal imprinting, suggesting a novel method of imprinted gene regulation. Using Xlr3b and Xlr4c as bait, this study uses 4C-Seq on neonatal whole brain of a 39,XO mouse model, to provide the first in-depth analysis of chromatin dynamics surrounding an imprinted locus on the X-chromosome. Significant differences in long-range contacts exist be- tween XM and XP monosomic samples. In addition, XM interaction profiles contact a greater number of genes linked to cognitive impairment, abnormality of the nervous system, and abnormality of higher mental function. This is not a pattern that is unique to the imprinted Xlr3/4 locus. Additional Alicia J. Liu - University of Connecticut - 2019 4C-Seq experiments show that other genes on the X-chromosome, implicated in intellectual disability and/or ASD, also produce more maternal contacts to other X-linked genes linked to cognitive impairment. -
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Patterns of DNA methylation on the human X chromosome and use in analyzing X-chromosome inactivation by Allison Marie Cotton B.Sc., The University of Guelph, 2005 A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF DOCTOR OF PHILOSOPHY in The Faculty of Graduate Studies (Medical Genetics) THE UNIVERSITY OF BRITISH COLUMBIA (Vancouver) January 2012 © Allison Marie Cotton, 2012 Abstract The process of X-chromosome inactivation achieves dosage compensation between mammalian males and females. In females one X chromosome is transcriptionally silenced through a variety of epigenetic modifications including DNA methylation. Most X-linked genes are subject to X-chromosome inactivation and only expressed from the active X chromosome. On the inactive X chromosome, the CpG island promoters of genes subject to X-chromosome inactivation are methylated in their promoter regions, while genes which escape from X- chromosome inactivation have unmethylated CpG island promoters on both the active and inactive X chromosomes. The first objective of this thesis was to determine if the DNA methylation of CpG island promoters could be used to accurately predict X chromosome inactivation status. The second objective was to use DNA methylation to predict X-chromosome inactivation status in a variety of tissues. A comparison of blood, muscle, kidney and neural tissues revealed tissue-specific X-chromosome inactivation, in which 12% of genes escaped from X-chromosome inactivation in some, but not all, tissues. X-linked DNA methylation analysis of placental tissues predicted four times higher escape from X-chromosome inactivation than in any other tissue. Despite the hypomethylation of repetitive elements on both the X chromosome and the autosomes, no changes were detected in the frequency or intensity of placental Cot-1 holes. -
Epigenetic Mechanisms of Lncrnas Binding to Protein in Carcinogenesis
cancers Review Epigenetic Mechanisms of LncRNAs Binding to Protein in Carcinogenesis Tae-Jin Shin, Kang-Hoon Lee and Je-Yoel Cho * Department of Biochemistry, BK21 Plus and Research Institute for Veterinary Science, School of Veterinary Medicine, Seoul National University, Seoul 08826, Korea; [email protected] (T.-J.S.); [email protected] (K.-H.L.) * Correspondence: [email protected]; Tel.: +82-02-800-1268 Received: 21 September 2020; Accepted: 9 October 2020; Published: 11 October 2020 Simple Summary: The functional analysis of lncRNA, which has recently been investigated in various fields of biological research, is critical to understanding the delicate control of cells and the occurrence of diseases. The interaction between proteins and lncRNA, which has been found to be a major mechanism, has been reported to play an important role in cancer development and progress. This review thus organized the lncRNAs and related proteins involved in the cancer process, from carcinogenesis to metastasis and resistance to chemotherapy, to better understand cancer and to further develop new treatments for it. This will provide a new perspective on clinical cancer diagnosis, prognosis, and treatment. Abstract: Epigenetic dysregulation is an important feature for cancer initiation and progression. Long non-coding RNAs (lncRNAs) are transcripts that stably present as RNA forms with no translated protein and have lengths larger than 200 nucleotides. LncRNA can epigenetically regulate either oncogenes or tumor suppressor genes. Nowadays, the combined research of lncRNA plus protein analysis is gaining more attention. LncRNA controls gene expression directly by binding to transcription factors of target genes and indirectly by complexing with other proteins to bind to target proteins and cause protein degradation, reduced protein stability, or interference with the binding of other proteins. -
Flexible, Unbiased Analysis of Biological Characteristics Associated with Genomic Regions
bioRxiv preprint doi: https://doi.org/10.1101/279612; this version posted March 22, 2018. 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-ND 4.0 International license. BioFeatureFinder: Flexible, unbiased analysis of biological characteristics associated with genomic regions Felipe E. Ciamponi 1,2,3; Michael T. Lovci 2; Pedro R. S. Cruz 1,2; Katlin B. Massirer *,1,2 1. Structural Genomics Consortium - SGC, University of Campinas, SP, Brazil. 2. Center for Molecular Biology and Genetic Engineering - CBMEG, University of Campinas, Campinas, SP, Brazil. 3. Graduate program in Genetics and Molecular Biology, PGGBM, University of Campinas, Campinas, SP, Brazil. *Corresponding author: [email protected] Mailing address: Center for Molecular Biology and Genetic Engineering - CBMEG, University of Campinas, Campinas, SP, Brazil. Av Candido Rondo, 400 Cidade Universitária CEP 13083-875, Campinas, SP Phone: 55-19-98121-937 bioRxiv preprint doi: https://doi.org/10.1101/279612; this version posted March 22, 2018. 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-ND 4.0 International license. Abstract BioFeatureFinder is a novel algorithm which allows analyses of many biological genomic landmarks (including alternatively spliced exons, DNA/RNA- binding protein binding sites, and gene/transcript functional elements, nucleotide content, conservation, k-mers, secondary structure) to identify distinguishing features. -
Supplementary Table 3: Genes Only Influenced By
Supplementary Table 3: Genes only influenced by X10 Illumina ID Gene ID Entrez Gene Name Fold change compared to vehicle 1810058M03RIK -1.104 2210008F06RIK 1.090 2310005E10RIK -1.175 2610016F04RIK 1.081 2610029K11RIK 1.130 381484 Gm5150 predicted gene 5150 -1.230 4833425P12RIK -1.127 4933412E12RIK -1.333 6030458P06RIK -1.131 6430550H21RIK 1.073 6530401D06RIK 1.229 9030607L17RIK -1.122 A330043C08RIK 1.113 A330043L12 1.054 A530092L01RIK -1.069 A630054D14 1.072 A630097D09RIK -1.102 AA409316 FAM83H family with sequence similarity 83, member H 1.142 AAAS AAAS achalasia, adrenocortical insufficiency, alacrimia 1.144 ACADL ACADL acyl-CoA dehydrogenase, long chain -1.135 ACOT1 ACOT1 acyl-CoA thioesterase 1 -1.191 ADAMTSL5 ADAMTSL5 ADAMTS-like 5 1.210 AFG3L2 AFG3L2 AFG3 ATPase family gene 3-like 2 (S. cerevisiae) 1.212 AI256775 RFESD Rieske (Fe-S) domain containing 1.134 Lipo1 (includes AI747699 others) lipase, member O2 -1.083 AKAP8L AKAP8L A kinase (PRKA) anchor protein 8-like -1.263 AKR7A5 -1.225 AMBP AMBP alpha-1-microglobulin/bikunin precursor 1.074 ANAPC2 ANAPC2 anaphase promoting complex subunit 2 -1.134 ANKRD1 ANKRD1 ankyrin repeat domain 1 (cardiac muscle) 1.314 APOA1 APOA1 apolipoprotein A-I -1.086 ARHGAP26 ARHGAP26 Rho GTPase activating protein 26 -1.083 ARL5A ARL5A ADP-ribosylation factor-like 5A -1.212 ARMC3 ARMC3 armadillo repeat containing 3 -1.077 ARPC5 ARPC5 actin related protein 2/3 complex, subunit 5, 16kDa -1.190 activating transcription factor 4 (tax-responsive enhancer element ATF4 ATF4 B67) 1.481 AU014645 NCBP1 nuclear cap -
A Molecular Classification of Human Mesenchymal Stromal Cells Florian Rohart1, Elizabeth Mason1, Nicholas Matigian1, Rowland
bioRxiv preprint doi: https://doi.org/10.1101/024414; this version posted August 11, 2015. 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. Rohart'et'al,'The'MSC'Signature' 1' 1' A Molecular Classification of Human Mesenchymal Stromal Cells 2' Florian Rohart1, Elizabeth Mason1, Nicholas Matigian1, Rowland Mosbergen1, 3' Othmar Korn1, Tyrone Chen1, Suzanne Butcher1, Jatin Patel2, Kerry Atkinson2, 4' Kiarash Khosrotehrani2,3, Nicholas M Fisk2,4, Kim-Anh Lê Cao3 and Christine A 5' Wells1,5* 6' 1 Australian Institute for Bioengineering and Nanotechnology, The University of 7' Queensland, Brisbane, QLD Australia 4072 8' 2 The University of Queensland Centre for Clinical Research, Herston, Brisbane, 9' Queensland, Australia, 4029 10' 3 The University of Queensland Diamantina Institute, Translational Research 11' Institute, Woolloongabba, Brisbane QLD Australia, 4102 12' 4 Centre for Advanced Prenatal Care, Royal Brisbane & Women’s Hospital, Herston, 13' Brisbane, Queensland, Australia, 4029 14' 5 Institute for Infection, Immunity and Inflammation, College of Medical, Veterinary & 15' Life Sciences, The University of Glasgow, Scotland, UK G12 8TA 16' *Correspondence to: Christine Wells, [email protected] 17' bioRxiv preprint doi: https://doi.org/10.1101/024414; this version posted August 11, 2015. 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. -
Identification of Differentially Expressed Genes and Pathways in Mice Exposed to Mixed Field Neutron/Photon Radiation Constantinos G
Broustas et al. BMC Genomics (2018) 19:504 https://doi.org/10.1186/s12864-018-4884-6 RESEARCHARTICLE Open Access Identification of differentially expressed genes and pathways in mice exposed to mixed field neutron/photon radiation Constantinos G. Broustas1* , Andrew D. Harken2, Guy Garty2 and Sally A. Amundson1 Abstract Background: Radiation exposure due to the detonation of an improvised nuclear device remains a major security concern. Radiation from such a device involves a combination of photons and neutrons. Although photons will make the greater contribution to the total dose, neutrons will certainly have an impact on the severity of the exposure as they have high relative biological effectiveness. Results: We investigated the gene expression signatures in the blood of mice exposed to 3 Gy x-rays, 0.75 Gy of neutrons, or to mixed field photon/neutron with the neutron fraction contributing 5, 15%, or 25% of a total 3 Gy radiation dose. Gene ontology and pathway analysis revealed that genes involved in protein ubiquitination pathways were significantly overrepresented in all radiation doses and qualities. On the other hand, eukaryotic initiation factor 2 (EIF2) signaling pathway was identified as one of the top 10 ranked canonical pathways in neutron, but not pure x-ray, exposures. In addition, the related mTOR and regulation of EIF4/p70S6K pathways were also significantly underrepresented in the exposures with a neutron component, but not in x-ray radiation. The majority of the changed genes in these pathways belonged to the ribosome biogenesis and translation machinery and included several translation initiation factors (e.g. Eif2ak4, Eif3f), as well as 40S and 60S ribosomal subunits (e.g. -
Widespread Signals of Convergent Adaptation to High Altitude in Asia and America
bioRxiv preprint doi: https://doi.org/10.1101/002816; this version posted September 26, 2014. 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. Widespread signals of convergent adaptation to high altitude in Asia and America Matthieu Foll 1,2,3,*, Oscar E. Gaggiotti 4,5, Josephine T. Daub 1,2, Alexandra Vatsiou 5 and Laurent Excoffier 1,2 1 CMPG, Institute oF Ecology and Evolution, University oF Berne, Berne, 3012, Switzerland 2 Swiss Institute oF BioinFormatics, Lausanne, 1015, Switzerland 3 Present address: School oF LiFe Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, 1015, Switzerland 4 School oF Biology, Scottish Oceans Institute, University oF St Andrews, St Andrews, FiFe, KY16 8LB, UK 5 Laboratoire d'Ecologie Alpine (LECA), UMR 5553 CNRS-Université de Grenoble, Grenoble, France * Corresponding author: [email protected] 1 bioRxiv preprint doi: https://doi.org/10.1101/002816; this version posted September 26, 2014. 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. Abstract Living at high-altitude is one oF the most diFFicult challenges that humans had to cope with during their evolution. Whereas several genomic studies have revealed some oF the genetic bases oF adaptations in Tibetan, Andean and Ethiopian populations, relatively little evidence oF convergent evolution to altitude in diFFerent continents has accumulated. -
A Widespread Peroxiredoxin-Like Domain Present in Tumor Suppression
Pawłowski et al. BMC Genomics 2010, 11:590 http://www.biomedcentral.com/1471-2164/11/590 RESEARCH ARTICLE Open Access A widespread peroxiredoxin-like domain present in tumor suppression- and progression-implicated proteins Krzysztof Pawłowski2,4*, Anna Muszewska1, Anna Lenart2, Teresa Szczepińska2, Adam Godzik3, Marcin Grynberg1* Abstract Background: Peroxide turnover and signalling are involved in many biological phenomena relevant to human diseases. Yet, all the players and mechanisms involved in peroxide perception are not known. Elucidating very remote evolutionary relationships between proteins is an approach that allows the discovery of novel protein functions. Here, we start with three human proteins, SRPX, SRPX2 and CCDC80, involved in tumor suppression and progression, which possess a conserved region of similarity. Structure and function prediction allowed the definition of P-DUDES, a phylogenetically widespread, possibly ancient protein structural domain, common to vertebrates and many bacterial species. Results: We show, using bioinformatics approaches, that the P-DUDES domain, surprisingly, adopts the thioredoxin-like (Thx-like) fold. A tentative, more detailed prediction of function is made, namely, that of a 2-Cys peroxiredoxin. Incidentally, consistent overexpression of all three human P-DUDES genes in two public glioblastoma microarray gene expression datasets was discovered. This finding is discussed in the context of the tumor suppressor role that has been ascribed to P-DUDES proteins in several studies. Majority of non-redundant P- DUDES proteins are found in marine metagenome, and among the bacterial species possessing this domain a trend for a higher proportion of aquatic species is observed. Conclusions: The new protein structural domain, now with a broad enzymatic function predicted, may become a drug target once its detailed molecular mechanism of action is understood in detail.