A Genomic Survey of Polymorphism and Linkage Disequilibrium Imran Mohiuddin Magnus Nordborg, Ph.D. University of Southern California.

Slides:



Advertisements
Similar presentations
Lecture 2 Strachan and Read Chapter 13
Advertisements

Note that the genetic map is different for men and women Recombination frequency is higher in meiosis in women.
Identification of markers linked to Selenium tolerance genes
Weixi Zhong Mentor: Dr. Andrew Cameron Center for Computational Regulatory Genomics California Institute of Technology.
MHC diversity arises from: Polygenicity Polymorphism Co-dominance Linkage disequilibrium.
Lettuce genetic map viewer is written in PHP and uses GD library. The viewer interacts with tables in the relational mySQL database and creates graphical.
The DNA Bead String Exercise Anita L DeStefano, PhD Department of Biostatistics BU School of Public Health Co-Director Biostatistics Program Associate.
MALD Mapping by Admixture Linkage Disequilibrium.
Plant of the day! Pebble plants, Lithops, dwarf xerophytes Aizoaceae
Outline to SNP bioinformatics lecture
AP Biology Teaching Biology Through Bioinformatics Real world genomics research in your classroom Kim B. Foglia Division Ave. High School Levittown.
Dr. Almut Nebel Dept. of Human Genetics University of the Witwatersrand Johannesburg South Africa Significance of SNPs for human disease.
ALFRED - the ALlele FREquency Database: S. Stein 1, H. Rajeevan 1,U. Soundararajan 1, K-H Cheung 2, J.R. Kidd 1, A.J. Pakstis 1, R. Gadagkar 2, P.L. Miller.
Biology and Bioinformatics Gabor T. Marth Department of Biology, Boston College BI820 – Seminar in Quantitative and Computational Problems.
Light response QTL in Arabidopsis thaliana: LIGHT1 cloning Justin Borevitz Ecology & Evolution University of Chicago naturalvariation.org.
Computational Tools for Finding and Interpreting Genetic Variations Gabor T. Marth Department of Biology, Boston College
Genomic Methods for Cloning QTL Justin Borevitz University of Chicago naturalvariation.org.
Polymorphism Structure of the Human Genome Gabor T. Marth Department of Biology Boston College Chestnut Hill, MA
Positional Cloning LOD Sib pairs Chromosome Region Association Study Genetics Genomics Physical Mapping/ Sequencing Candidate Gene Selection/ Polymorphism.
Larry Lam Southern California Bioinformatics Summer Institute 2009 Graeber Lab – Crump Institute for Molecular Imaging UCLA A Data Management and Analysis.
High Resolution Patterns of Variation in the Arabidopsis Genome Justin Borevitz Ecology & Evolution University of Chicago naturalvariation.org.
PLANT BIOTECHNOLOGY & GENETIC ENGINEERING (3 CREDIT HOURS)
BWBmin Administrative Web Interface for Paracel BioView WorkBench Frances Tong Marc Rieffel, PhD Paracel Southern California Bioinformatics Summer Institute.
Research Presentation Nordborg Lab University of Southern California Helly Kwee August 21, 2003 Southern California Bioinformatics Summer Institute.
A Computational Analysis of the H Region of Mouse Olfactory Receptor Locus 28 Deanna Mendez SoCalBSI August 2004.
Polymorphisms – SNP, InDel, Transposon BMI/IBGP 730 Victor Jin, Ph.D. (Slides from Dr. Kun Huang) Department of Biomedical Informatics Ohio State University.
ALFRED A new Graphical User Interface for ALFRED: the ALlele FREquency Database A new Graphical User Interface for ALFRED: the A AA ALlele F FF FREquency.
Studies of Genome Wide Molecular Variation in Arabidopsis thaliana using Arrays Justin Borevitz Salk Institute naturalvariation.org.
RFLP DNA molecular testing and DNA Typing
Haplotype Discovery and Modeling. Identification of genes Identify the Phenotype MapClone.
Haplotype Blocks An Overview A. Polanski Department of Statistics Rice University.
Computational research for medical discovery at Boston College Biology Gabor T. Marth Boston College Department of Biology
Fig Chapter 12: Genomics. Genomics: the study of whole-genome structure, organization, and function Structural genomics: the physical genome; whole.
20.1 Structural Genomics Determines the DNA Sequences of Entire Genomes The ultimate goal of genomic research: determining the ordered nucleotide sequences.
Copyright © 2010 Pearson Education Inc. Lecture 01 – Genetics & Genomics: An Introduction Based on Chapter 1 – Genetics: An introduction.
CS177 Lecture 10 SNPs and Human Genetic Variation
$Human Genome$. Human Genome Project & Goals It is an international effort to completely map and sequence the human genome, their are approximately 80,000.
SNP Haplotypes as Diagnostic Markers Shrish Tiwari CCMB, Hyderabad.
SNPs and the Human Genome Prof. Sorin Istrail. A SNP is a position in a genome at which two or more different bases occur in the population, each with.
Announcements: Proposal resubmission deadline 4/23 (Thursday).
Managing Next Generation Sequence Data with GMOD Dave Clements 1, Scott Cain 2, Paul Hohenlohe 3, Nicholas Stiffler 3, Paul Etter 3, Eric Johnson 3, William.
Experimental Design and Data Structure Supplement to Lecture 8 Fall
Finnish Genome Center Monday, 16 November Genotyping & Haplotyping.
What is a SNP?. Lecture topics What is a SNP? What use are they? SNP discovery SNP genotyping Introduction to Linkage Disequilibrium.
Gramene: Interactions with NSF Project on Molecular and Functional Diversity in the Maize Genome Maize PIs (Doebley, Buckler, Fulton, Gaut, Goodman, Holland,
Genomics and Forensics
Copyright OpenHelix. No use or reproduction without express written consent1.
Linear Reduction Method for Tag SNPs Selection Jingwu He Alex Zelikovsky.
February 20, 2002 UD, Newark, DE SNPs, Haplotypes, Alleles.
The International Consortium. The International HapMap Project.
I.U. School of Informatics Motif Discovery from Large Number of Sequences: A Case Study with Disease Resistance Genes in Arabidopsis thaliana by Irfan.
Integration of Bioinformatics into Inquiry Based Learning by Kathleen Gabric.
Simple-Sequence Length Polymorphisms SSLPs Short tandemly repeated DNA sequences that are present in variable copy numbers at a given locus. Scattered.
Bioinformatics Chem 434 Dr. Nancy Warter-Perez Computer Engineering Dr. Jamil Momand Chemistry & Biochemistry.
Chapter 20 DNA Technology and Genomics. Biotechnology is the manipulation of organisms or their components to make useful products. Recombinant DNA is.
Multiple-Locus Genome-Wide Association Testing David Dean CSE280A.
Computational Biology and Genomics at Boston College Biology Gabor T. Marth Department of Biology, Boston College
IMDB: A Generic Insertional Mutagenesis Database Xiaokang Pan and Lincoln Stein Cold Spring Harbor Laboratory.
High throughput biology data management and data intensive computing drivers George Michaels.
Graduate Research with Bioinformatics Research Mentors Nancy Warter-Perez, ECE Robert Vellanoweth Chem and Biochem Fellow Sean Caonguyen 8/20/08.
Inferences on human demographic history using computational Population Genetic models Gabor T. Marth Department of Biology Boston College Chestnut Hill,
1 Bioinformatics Tools for Genotyping Frances Tong Dr. Garry Larson, Ph.D City of Hope Department of Molecular Medicine Southern California Bioinformatics.
Simple-Sequence Length Polymorphisms
Copyright © 2001 American Medical Association. All rights reserved.
Introduction to bioinformatics lecture 11 SNP by Ms.Shumaila Azam
Patterns of Linkage Disequilibrium in the Human Genome
Power to detect QTL Association
Genomes and Their Evolution
KEY CONCEPT Entire genomes are sequenced, studied, and compared.
BI820 – Seminar in Quantitative and Computational Problems in Genomics
Presentation transcript:

A Genomic Survey of Polymorphism and Linkage Disequilibrium Imran Mohiuddin Magnus Nordborg, Ph.D. University of Southern California

Arabidopsis - It’s What’s For Research Small genome - only 5 chromosomes. A. thaliana is believed to be at least 99% selfing. High level of inbreeding has led to extensive linkage disequilibrium. Inbreeding increases linkage disequilibrium without greatly decreasing polymorphism.

General Research Interests Genetic basis of adaptation. Genomic survey of polymorphism. Genetic basis of flowering time. Applicability of association mapping. Development of statistical methods for analyzing genomic polymorphism data in context of evolutionary questions.

Genomic Survey of Polymorphism Characterize a reference collection of 96 accessions. Sequence short fragments ( bp) distributed throughout this collection. Develop bioinformatics tools to make the polymorphism data available and useful for the scientific community. Funded by the NSF 2010 Project.

Project Status ~1000 fragments have been processed and are available through the existing polymorphism tools. 15,000 tentative polymorphic markers are in queue for submission to The Arabidopsis Information Resource (TAIR). My project was to create a utility that allows the Nordborg lab to analyze and refine polymorphism data before submitting to TAIR.

Arabidopsis Software Suite Genome Viewer – View progress of overall sequencing effort. Alignment Viewer – View and download aligned sequences of completed fragments. Haplotype Viewer – View and download polymorphic sites in completed fragments. Polymorphism Viewer – Tabulate and view all polymorphisms.

Why Study Polymorphism? Increasing availability of genomic polymorphism data may allow linkage disequilibrium to be used in association mapping. Extent of linkage disequilibrium determines density of the map required to detect associations. Extent of linkage disequilibrium also controls how finely loci may be mapped.

About the Project – TAIR Viewer I had no prior programming experience. It’s an Internet based viewer written in Perl. Uses DBI module, which allows interaction with a separate mySQL database containing polymorphism information. The CGI module generates new HTML displaying desired results.

How Does It Work

Feature List My viewer provides the ability to form queries by: polymorphism type. “SNP” name. specific chromosome and position. polymorphism presence in various combinations of the 96 accessions. polymorphism frequency.

Project Demonstration Yes officer, this really is Arabidopsis…

Search by Location, Type, or Name

Search by Accession

Search by Allelic Frequency

Sample Results

More Sample Results

The Nordborg Laboratory Located in the Ahmanson Center for Biological Research at the University of Southern California. Part of the Center for Computational and Experimental Genomics.

Acknowledgements Dr. Magnus Nordborg Chris Toomajian Chitiksha Shah and Rana Goyal Dr. Jamil Momand, Dr. Wendie Johnston, Dr. Sandra Sharp, Dr. Warter-Perez Jackie Heras SoCal BSI Colleagues

Sources 1. Nordborg, M., Borevitz, J.O., Bergelson, J., Berry, C.C., Chory, J., Hagenblad, J., Kreitman, M., Maloof, J.N., Noyes, T., Oefner, P.J., Stahl, E.A., and Weigel, D. (2002) "The Extent of Linkage Disequilibrium in Arabidopsis thaliana" Nature Genetics, 30: Nordborg, M. (2000) "Linkage disequilibrium, gene trees, and selfing: An ancestral recombination graph with partial self-fertilization" Genetics, 154: Cardon, L.R. & Bell, J.I. Association study designs for complex diseases. Nature Rev. Genet. 2, (2001). 4. A genomic survey of polymorphism and linkage disequilibrium.