genetic association analysis of essential tremor association analysis of essential tremor ......

16
Genetic Association Analysis of Essential Tremor Deanna M. Miller -University of Evansville Génesis M. Castro -Universidad de Puerto Rico, Cayey Dr. Kai Wang, Ph.D., M.A. -Assoc. Professor of Biostatistics, University of Iowa July 19, 2012

Upload: doanxuyen

Post on 15-Mar-2018

265 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Genetic Association

Analysis of Essential

Tremor

Deanna M. Miller

-University of Evansville

Génesis M. Castro

-Universidad de Puerto Rico, Cayey

Dr. Kai Wang, Ph.D., M.A.

-Assoc. Professor of Biostatistics,

University of Iowa

July 19, 2012

Page 2: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Overview

• Background information in genetics

• Pedigree structure

• Essential Tremor Disorder

• Project Methodology

• Results and Conclusion

• Further information

Page 3: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

• Cells are one of the most

basic structures of life.

• Each cell contains a full

set of chromosomes.

• Karyotypes show all the

chromosomes of an

individual.

• Normal individual has of

22 chromosomes and a

sex chromosome.

Cellular Basics

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Page 4: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

• Deoxyribonucleic acid.

• Consists of two long chains

of subunits twisted around

one another to form a

double-strand helix.

• Contains four chemical

components called bases:

• Adenine (A) Thymine (T)

Guanine (G) & Cytosine

(C)

Genetic Composition- DNA

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Page 5: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

DNA Replication

• Helix separates and serves as a temple for replication.

• Results in two stands of DNA each contained one of the original strands.

Movement of genetic information

Sexual Reproduction

• Combination of Sperm and Egg each which each contain 23 chromosomes.

• Form Zygote with 23 chromosomal pairs.

• Offspring Characteristics • Phenotype : Physical

Characteristics

• Genotype : Genetic Characteristics

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

ied.edu.hk

tulsafertilitycenter.com

Page 6: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

• A strand of polymorphic DNA.

• Alleles are particular forms of genetic

markers.

• Single Nucleotide Polymorphism are makers

that only differ at a single nucleotide.

• Each has two alleles, one from the maternal

and the other from the paternal

chromosome.

• The two alleles are called an individual's

genotype.

• Homozygous

• Two alleles are the same

• Heterozygous

• Two alleles are not the same

Genetic Markers

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

http://www.abpischools.org.uk

Page 7: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

MENDELIAN GENETICS

• In gamete formation,

allele separate in such a

way that each gamete

is equally likely to

contain any allele.

• Leads to easy

straightforward

predictions of offspring's

characteristics.

• Many alleles and traits

are linked so they do not

segregate

independently.

• Not all alleles are

dominant or recessive

• Interactions between

genes.

• Makes it more difficult to

predict and trace traits.

PRACTICAL GENETICS

Genetic Inheritance

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Page 8: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

• Pictorially shows a trait in a group of related individuals.

• Can show genotypes and/or phenotypes.

Pedigree Structure

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

molvis.org

Page 9: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

• Neuromuscular disorder that causes shaking of the

hands, head, and voice.

• Usually a dominant trait.

• Most common in people older than 65.*

• Affects 4% to 5% of people age 40 to 60.*

• Affects 6.3% to 9%. Of people 60 and older. *

• Exact cause is unknown.

• Believed to have both neurological and genetic

component.

*Statistics from National Center for Biotechnology Information

Essential Tremor

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Page 10: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Data Acquisition

Genotype Comparison

Tables

Pearson Chi-Square Test

Manhattan Plot

Analysis of Results

Conclusion

Methodology

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Purpose: To identify possible single nucleotide polymorphisms

linked to Essential Tremor through genotype analysis.

Page 11: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Pedigree

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Page 12: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Data Acquisition

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Genotype Data

Map File

Page 13: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Genotype Comparison Tables

Pearson Chi-Square Statistics Test

• Tests for independence between the row and the column

• If no interaction the same proportion should be in each column

• Follows Chi- Square distribution with 2 degrees of freedom

Test Statistic

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Page 14: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

•Plot of P-value vs SNP location

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Manhattan Plot for Study of Essential Tremor

Manhattan Plot

Page 15: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

Results and Conclusion

• No p-values are significant at genome

wide significance level (1*10-8 ).

• Some suggestive locations.

• More study need on this disorder in

genetics and neurobiology.

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

Chromosome Gene name Function

5 DEP1B Regulation of GTPase activity

14 RAD51 homolog B DNA repair protein

6 GPR6 Nerve growth and myelin

Page 16: Genetic Association Analysis of Essential Tremor Association Analysis of Essential Tremor ... Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results ... Analysis of

International Essential Tremor Foundation

National Center for Biotechnology Information

Further Information

Genetics --- Pedigree --- Essential Tremor --- Methodology --- Results --- Further information

PresenterMedia.com