Home LiteratureArticle Details
PMID: 18319724 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

A systems-level approach to mapping the telomere length maintenance gene circuitry.

Molecular systems biology ·Vol. 4 ·2008-00-00 ·Pages 172

Shachar R, Ungar L, Kupiec M, Ruppin E, Sharan R

Abstract

The ends of eukaryotic chromosomes are protected by telomeres, nucleoprotein structures that are essential for chromosomal stability and integrity. Understanding how telomere length is controlled has significant medical implications, especially in the fields of aging and cancer. Two recent systematic genome-wide surveys measuring the telomere length of deleted mutants in the yeast Saccharomyces cerevisiae have identified hundreds of telomere length maintenance (TLM) genes, which span a large array of functional categories and different localizations within the cell. This study presents a novel general method that integrates large-scale screening mutant data with protein-protein interaction information to rigorously chart the cellular subnetwork underlying the function investigated. Applying this method to the yeast telomere length control data, we identify pathways that connect the TLM proteins to the telomere-processing machinery, and predict new TLM genes and their effect on telomere length. We experimentally validate some of these predictions, demonstrating that our method is remarkably accurate. Our results both uncover the complex cellular network underlying TLM and validate a new method for inferring such networks.

MeSH Terms
Gene Expression Regulation, Fungal Genome Genome, Fungal Models, Genetic Models, Statistical Mutation Phenotype Probability Saccharomyces cerevisiae/genetics Saccharomyces cerevisiae Proteins/physiology Systems Biology Telomere/ultrastructure Telomere-Binding Proteins/metabolism
Chemicals
Saccharomyces cerevisiae Proteins Telomere-Binding Proteins
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Shachar Rafi
School of Computer Science, Tel Aviv University, Ramat Aviv, Israel.
Ungar Lior
Kupiec Martin
Ruppin Eytan
Sharan Roded
References (28)
28 references, click to expand
  1. The Database of Interacting Proteins: 2004 update.
    Nucleic Acids Res. 2004 Jan 1;32(Database issue):D449-51 PMID: 14681454
  2. A network-based analysis of systemic inflammation in humans.
    Nature. 2005 Oct 13;437(7061):1032-7 PMID: 16136080
  3. MIPS: analysis and annotation of proteins from whole genomes in 2005.
    Nucleic Acids Res. 2006 Jan 1;34(Database issue):D169-72 PMID: 16381839
  4. Molecular manifestations and molecular determinants of telomere capping.
    Cold Spring Harb Symp Quant Biol. 2000;65:253-63 PMID: 12760039
  5. Replication and protection of telomeres.
    Nature. 2007 Jun 21;447(7147):924-31 PMID: 17581575
  6. Perturbations to uncover gene networks.
    Trends Genet. 2007 Jan;23(1):34-41 PMID: 17098324
  7. SPINE: a framework for signaling-regulatory pathway inference from cause-effect experiments.
    Bioinformatics. 2007 Jul 1;23(13):i359-66 PMID: 17646318
  8. Hot spots for modulating toxicity identified by genomic phenotyping and localization mapping.
    Mol Cell. 2004 Oct 8;16(1):117-25 PMID: 15469827
  9. Shelterin: the protein complex that shapes and safeguards human telomeres.
    Genes Dev. 2005 Sep 15;19(18):2100-10 PMID: 16166375
  10. Global landscape of protein complexes in the yeast Saccharomyces cerevisiae.
    Nature. 2006 Mar 30;440(7084):637-43 PMID: 16554755
  11. Gene loss, protein sequence divergence, gene dispensability, expression level, and interactivity are correlated in eukaryotic evolution.
    Genome Res. 2003 Oct;13(10):2229-35 PMID: 14525925
  12. Proteome survey reveals modularity of the yeast cell machinery.
    Nature. 2006 Mar 30;440(7084):631-6 PMID: 16429126
  13. Telomere length as a quantitative trait: genome-wide survey and genetic mapping of telomere length-control genes in yeast.
    PLoS Genet. 2006 Mar;2(3):e35 PMID: 16552446
  14. QPath: a method for querying pathways in a protein-protein interaction network.
    BMC Bioinformatics. 2006 Apr 10;7:199 PMID: 16606460
  15. COMPASS, a histone H3 (Lysine 4) methyltransferase required for telomeric silencing of gene expression.
    J Biol Chem. 2002 Mar 29;277(13):10753-5 PMID: 11805083
  16. Bre1, an E3 ubiquitin ligase required for recruitment and substrate selection of Rad6 at a promoter.
    Mol Cell. 2003 Jan;11(1):267-74 PMID: 12535539
  17. A genome-wide screen for Saccharomyces cerevisiae deletion mutants that affect telomere length.
    Proc Natl Acad Sci U S A. 2004 Jun 8;101(23):8658-63 PMID: 15161972
  18. Yeast homolog of a cancer-testis antigen defines a new transcription complex.
    EMBO J. 2006 Aug 9;25(15):3576-85 PMID: 16874308
  19. Damage recovery pathways in Saccharomyces cerevisiae revealed by genomic phenotyping and interactome mapping.
    Mol Cancer Res. 2002 Dec;1(2):103-12 PMID: 12496357
  20. A joint model of regulatory and metabolic networks.
    BMC Bioinformatics. 2006 Jul 04;7:332 PMID: 16820044
  21. The yeast VPS genes affect telomere length regulation.
    Curr Genet. 2005 Jan;47(1):18-28 PMID: 15551135
  22. Physical network models.
    J Comput Biol. 2004;11(2-3):243-62 PMID: 15285891
  23. Conserved patterns of protein interaction in multiple species.
    Proc Natl Acad Sci U S A. 2005 Feb 8;102(6):1974-9 PMID: 15687504
  24. Global network analysis of phenotypic effects: protein networks and toxicity modulation in Saccharomyces cerevisiae.
    Proc Natl Acad Sci U S A. 2004 Dec 28;101(52):18006-11 PMID: 15608068
  25. Identification of protein complexes by comparative analysis of yeast and bacterial protein interaction data.
    J Comput Biol. 2005 Jul-Aug;12(6):835-46 PMID: 16108720
  26. Methylation of histone H3 by COMPASS requires ubiquitination of histone H2B by Rad6.
    J Biol Chem. 2002 Aug 9;277(32):28368-71 PMID: 12070136
  27. Telomere states and cell fates.
    Nature. 2000 Nov 2;408(6808):53-6 PMID: 11081503
  28. A genome-wide screen identifies the evolutionarily conserved KEOPS complex as a telomere regulator.
    Cell. 2006 Mar 24;124(6):1155-68 PMID: 16564010
Article Info
Journal
Molecular systems biology
Abbr.
Mol Syst Biol
ISSN
1744-4292
Published
2008-00-00
Epub
2008-00-04
Pages
172
Language
English
Region
England
NLM ID
101235389
PMCID
PMC2290934
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]