大規模連鎖不平衡マッピングによる 関節リウマチ関連遺伝子解析 山田 亮 理化学研究所 遺伝子多型研究センター 関節リウマチ関連遺伝子研究チーム 平成 16 年 9 月 18 日.

Slides:



Advertisements
Similar presentations
Lecture 2 Strachan and Read Chapter 13
Advertisements

Identification of rheumatoid arthritis-associated PADI4, SLC22A4/A5, FCRL3 & PTPN22 International Symposium on Inflammatory Diseases of Barrier Organs.
Genetic research designs in the real world Vishwajit L Nimgaonkar MD, PhD University of Pittsburgh
SNP Applications statwww.epfl.ch/davison/teaching/Microarrays/snp.ppt.
Introduction to genomes & genome browsers
Zhen Shi June 2, 2010 Journal Club. Introduction Most disease-causing mutations are thought to confer radical changes to proteins (Wang and Moult, 2001;
Mapping Genetic Risk of Suicide Virginia Willour, Ph.D.
Polymorphisms: Clinical Implications By Amr S. Moustafa, M.D.; Ph.D. Assistant Prof. & Consultant, Medical Biochemistry Dept. College of Medicine, KSU.
SNP を用いた 関節リウマチ関連遺伝子解析の現況 理化学研究所 遺伝子多型研究センター 関節リウマチ関連遺伝子研究チーム 山田 亮.
Understanding GWAS Chip Design – Linkage Disequilibrium and HapMap Peter Castaldi January 29, 2013.
1 Cladistic Clustering of Haplotypes in Association Analysis Jung-Ying Tzeng Aug 27, 2004 Department of Statistics & Bioinformatics Research Center North.
Genomics An introduction. Aims of genomics I Establishing integrated databases – being far from merely a storage Linking genomic and expressed gene sequences.
CS177 Lecture 9 SNPs and Human Genetic Variation Tom Madej
Dr. Almut Nebel Dept. of Human Genetics University of the Witwatersrand Johannesburg South Africa Significance of SNPs for human disease.
Can genotyping help to diagnose coeliac disease?
MSc GBE Course: Genes: from sequence to function Genome-wide Association Studies Sven Bergmann Department of Medical Genetics University of Lausanne Rue.
Positional Cloning LOD Sib pairs Chromosome Region Association Study Genetics Genomics Physical Mapping/ Sequencing Candidate Gene Selection/ Polymorphism.
Genomewide Association Studies.  1. History –Linkage vs. Association –Power/Sample Size  2. Human Genetic Variation: SNPs  3. Direct vs. Indirect Association.
Major Histocompatibility Complex Molecules
Haplotype Discovery and Modeling. Identification of genes Identify the Phenotype MapClone.
Lecture 22 Autoimmunity.
Institute of Immunology, ZJU
Computational Molecular Biology Biochem 218 – BioMedical Informatics Simple Nucleotide.
Large-Scale Copy Number Polymorphism in the Human Genome J. Sebat et al. Science, 305:525 Luana Ávila MedG 505 Feb. 24 th /24.
Bernard Keavney Institute of Human Genetics University of Newcastle, UK. Recent developments in genetic epidemiology relevant to PURE.
Epigenome 1. 2 Background: GWAS Genome-Wide Association Studies 3.
Analyzing DNA Differences PHAR 308 March 2009 Dr. Tim Bloom.
Large-scale Linkage Disequilibrium Mapping of Rheumatoid Arthritis-associated Genes in Japan ~ Results and Perspectives ~ December 9, 2005 Human Genome.
Large-scale Linkage Disequilibrium Mapping of Rheumatoid Arthritis-associated Genes in Japan ~ Results and Perspectives ~ February 4, 2006 Workshop on.
Sequencing TRAF1 in patients with rheumatoid arthritis Bruce C. Jobse Medical and Population Genetics Broad Institute.
Doug Brutlag 2011 Genomics & Medicine Doug Brutlag Professor Emeritus of Biochemistry &
Case(Control)-Free Multi-SNP Combinations in Case-Control Studies Dumitru Brinza and Alexander Zelikovsky Combinatorial Search (CS) for Disease-Association:
Loss-of-co-Homozygosity mapping and exome sequencing of a Syrian pedigree identified the candidate causal mutation associated with rheumatoid arthritis.
A single-nucleotide polymorphism tagging set for human drug metabolism and transport Kourosh R Ahmadi, Mike E Weale, Zhengyu Y Xue, Nicole Soranzo, David.
Introduction : Recent progress of genetic studies in rheumatology JCR 2009 April 24, 2009 Tokyo, Japan IMS-UT Ryo Yamada.
Biology 101 DNA: elegant simplicity A molecule consisting of two strands that wrap around each other to form a “twisted ladder” shape, with the.
CS177 Lecture 10 SNPs and Human Genetic Variation
SNP Haplotypes as Diagnostic Markers Shrish Tiwari CCMB, Hyderabad.
10cM - Linkage Mapping Set v2 ABI Median intermarker distance: 4.7 Mb Mean intermarker distance: 5.6 Mb Mean genetic gap distance: 8.9 cM Average Heterozygosity.
Laboratory for Rheumatic Diseases SNP Research Center, RIKEN
Some current issues in QTL identification Lon Cardon Wellcome Trust Centre for Human Genetics University of Oxford Acknowledgements:Goncalo Abecasis Stacey.
Finnish Genome Center Monday, 16 November Genotyping & Haplotyping.
Large-scale Linkage Disequilibrium Mapping to Identify Rheumatoid Arthritis-associated Genes Ryo Yamada IMS U of Tokyo Tokyo Japan 1st International Symposium.
MEME homework: probability of finding GAGTCA at a given position in the yeast genome, based on a background model of A = 0.3, T = 0.3, G = 0.2, C = 0.2.
複数種類のゲノムデータか らのベイズアプローチに基 づく 遺伝子ネットワークの推定 井元 清哉 東京大学医科学研究所 ヒトゲノム解析センター DNA 情報解析分野 2004 年 8 月 5 日 統計サマーセミナー チュートリアル.
Autoimmunity and Type I Diabetes CCMD 793A: Fundamental Integrated SystemsFALL, 2006 James M. Sheil, Ph.D.
Recombination breakpoints Family Inheritance Me vs. my brother My dad (my Y)Mom’s dad (uncle’s Y) Human ancestry Disease risk Genomics: Regions  mechanisms.
Genetic Testing and the Prevention of Type 1 Diabetes Janice S. Dorman, Ph.D. September 4, 2001.
February 20, 2002 UD, Newark, DE SNPs, Haplotypes, Alleles.
The International Consortium. The International HapMap Project.
In The Name of GOD Genetic Polymorphism M.Dianatpour MLD,PHD.
Large-scale Linkage Disequilibrium Mapping of Rheumatoid Arthritis-associated Genes in Japan ~ Results and Perspectives ~ December 9, 2005 Hanyang University.
Using Merlin in Rheumatoid Arthritis Analyses Wei V. Chen 05/05/2004.
Gene-based Large Scale LD-mapping of Rheumatoid Arthritis-associated Genes and Variation in Associated Polymorphisms Among Ethnic Groups PADI4, SLC22A4/A5.
NCSU Summer Institute of Statistical Genetics, Raleigh 2004: Genome Science Session 3: Genomic Variation.
Using public resources to understand associations Dr Luke Jostins Wellcome Trust Advanced Courses; Genomic Epidemiology in Africa, 21 st – 26 th June 2015.
Different microarray applications Rita Holdhus Introduction to microarrays September 2010 microarray.no Aim of lecture: To get some basic knowledge about.
1 Finding disease genes: A challenge for Medicine, Mathematics and Computer Science Andrew Collins, Professor of Genetic Epidemiology and Bioinformatics.
Understanding GWAS SNPs Xiaole Shirley Liu Stat 115/215.
AUTOIMMUNITY- II Dr. Ashraf Abdelfatah Deyab Assistant Professor of Pathology Collage of Medicine, Majmaah University-
Date of download: 7/2/2016 Copyright © 2016 American Medical Association. All rights reserved. From: How to Interpret a Genome-wide Association Study JAMA.
Introduction to bioinformatics lecture 11 SNP by Ms.Shumaila Azam
Gene Hunting: Design and statistics
By Michael Fraczek and Caden Boyer
Figure 3 Hypothetical mechanisms of smoking-associated
Genetic Testing and the Prevention of Type 1 Diabetes
Figure 2 Overlap of associated loci among five rheumatic diseases
The Genetic of Earwax Wet earwax is a dominant allele!
Hunting for Celiac Disease Genes
CaQTL analysis identifies genetic variants affecting human islet cis-RE use. caQTL analysis identifies genetic variants affecting human islet cis-RE use.
Presentation transcript:

大規模連鎖不平衡マッピングによる 関節リウマチ関連遺伝子解析 山田 亮 理化学研究所 遺伝子多型研究センター 関節リウマチ関連遺伝子研究チーム 平成 16 年 9 月 18 日

Today’s contents 1. 自己免疫疾患関連遺伝子の同定 2.SNP による大規模 LD マッピング 3. 関節リウマチと PADI 、抗シトルリン 化ペプチド抗体 4.PADI4 多型の同定

Genetic predisposition in autoimmunities Wandstrat A. and Wakeland E. Nat Immunol 2(9) 802,2001

HLA and autoimmunities

Overlaps of associated genes

Genetics and Genetic Analysis of Rheumatoid Arthritis Twin and family studies –Relative risk to monozygotic twin ( λMZ ) 12~62 –Relative risk to siblings (λsib) 2~17 –HLA locus explains 1/3-1/2 of total genetic components. –There are multiple non-HLA genes. Multiple linkage studies Many candidate-approach studies

Genetic analysis of common diseases Hypothesis-free whole-genome approach –In order to identify novel pathologic mechanisms Large-scale case-control screening with SNPs

Two Ways of Whole Genome Approach Gene-based Approach Map-based Approach Gene A Gene B Gene A Gene B Gene D Gene C Gene D 10

Whole Genome Survey with SNPs by Linkage Disequilibrium Mapping Prospects –Map-based approach Markers are evenly distributed throughout the genome No. of SNPs to cover the whole genome: 500,000 – 1,000,000 –Gene-based approach Markers are distributed in gene-containing regions No. of SNPs to cover the whole genome: 50,000 – 100,000 D. Botstein & N. Risch Nat Genet 33 Suppl, (2003)

Public gene database Build (NCBI)No. mRNANo. genes When completion of human genome sequence was announced

105,123 SNPs –In 16,676 genes 5.6 SNPs per a gene in average Adopted SNPs from JSNP db ~Gene-based approach~

Case-control association tests for screening the whole genome Two steps (1) 94 cases vs. 658 controls (2) 846 cases vs. 658 controls 1,165 /105,123 SNPs passed an initial step (1) 50 / 1,165 SNPs passed the second step (2) in progress 50 SNPs are located in 25 LD blocks

Identification of SLC22A4 and RUNX1 as RA-associated genes

RA or Crohn disease-associated SNPs in Ch5q31 Cytokine cluster

Recessive association Relative Risk = 2 Chromosome 5q31 IL3, IL4, IL5, IL9, IL13, CSF2, IRF1 and TCF7 are in the region

The SNP changes affinity of RUNX1 RILSLC22A4SLC22A5IRF1 10kb Genes Exons SNPs Exons SNPs RA-associated SNP ……CAGGTTATGTGG C/T GAAGGATAAG…… RUNX1 binding site

The SNPs associated with RA or Crohn disease RILSLC22A4SLC22A5IRF1 10kb Genes Exons SNPs RUNX1 binding site RACrohn L503FHeat shock element- binding site

SLC22A4 and RUNX1 SLC22A4 –Organic cation transporter –Unknown physiologic function –In 5q31 cytokine cluster linked with Crohn disease and asthma/atopy RUNX1 –Hematologic transcriptional factor –Responsible for leukemia –Links with autoimmune diseases (SLE, psoriasis) Tokuhiro S et al. Nat Genet 35, (2003)

RA, SLE and Psoriasis-associated SNPs disrupt RUNX1 binding motif

3 genes with RUNX1 binding sequenceSLE RA Psoriasis

Table DiseaseGeneCytobandFunction of geneRUNX1 binding motifLocation Length evaluated with reporter assay SLEPDCD1 2q37.3 An immunoreceptor with tyrosine-based inhibitory motif TGCg/aGT Intron 4Not Done Psoriasis SLC9A3R1 17q24-q25 Regulatory molecule of functional membrane TGTg/aGT Intergene102 bp NAT9 N-acetyltransferase Rheumatoid arthritis SLC22A4 5q31 Organic cation transporter TGTGGt/c Intron124 bp

Identification of RA-susceptible variant in PADI4

関節リウマチ診断における、最も信頼できる自己 抗体 抗シトルリン化ペプチド抗体(抗 CCP 抗体 )

Citrulline Citrulline : –One of native amino acids, but not among 20 coding amino acids –Free citrulline and peptidyl citrulline Hereditary citrullinemia (a metabolic disorder) –Unclear physiologic function of peptidyl citrullination

Peptidyl citrullination Loss of ionic NH2+ of Arg residue Effects on intra- and inter- molecular interactions C=NH 2 + NH 2 CH 2 HCNH 3 + COO - NH C=O NH 2 CH 2 HCNH 3 + COO - NH ArginineCitrulline PADIs

Detection of citrullinated filaggrin by SDS-PAGE and Western blotting

Augmentation of T-cell response by citrullinated peptides J.Hill E Cairns et al. J Immunol 2003

HLA class II genes and aCCP Carrier of SE DRB1 was associated with aCCP positivity F van Gaalen R de Vries et al. Arthritis & Rheum 2004

Molecular modification as peptidyl-citrullination alters tertially structure of self-peptides. Production of anti-citrullinated antibodies under the influence of HLA molecules ?

Result of 1 st step screening by case-control association Chromosome 1 PADI cluster

Results of Affected Sib-pair Linkage Analyses

Association Plots in the PADI Cluster Exons -log 10 (P) =5 PADI4

Two main transcript variants in PADI4 663 amino acids, 4 SNPs with 3 amino acid substitutions Gly 55 Ser, Val 82 Ala, Gly 112 Ala RA-susceptible haplotype25 % in population RA-non-susceptible haplotype60 % in population ● RR of Individuals with two copies of susceptible types is 2.

RA patients with 2 copies of susceptible type were more frequently to be positive for anti-citrullinated filaggrin antibody copies1 copy0 copy Number of copies of RA-susceptible allele Fraction Positive Negative P-0.04

Following UK study on PADI variants(1)

UK study on PADI variants(2)

Hypothetical mechanism of RA-susceptible variant

Summary for PADI4 Hypothesis-free approach identified an RA- associated gene that was functionally strongly relevant to RA. Functional variants of PADI4 were consisted of SNPs. Many issues are still present to understand PADI and citrullination in RA pathogenesis.

Acknowledgment Lab. Rheumatic Diseases –Dr. K. Yamamoto –Dr. A. Suzuki –Dr. X.Chang –Dr. Y. Kochi –Mr. S. Tokuhiro –Ms. R. Kawaida –Ms. K. Kobayashi –Ms. M. Ohtake –Ms. E. Kannno –Ms. K. Komakine SRC, RIKEN –Dr. A. Sekine –Dr. T. Tsunoda –Dr. Y. Nakamura –Mr. H. Kawakami Clinical Institutes –Dr. T. Sawada –And many other collaborators