SlideShare a Scribd company logo
Genetic Variation In Individual And Population
Polymorphism and consequences, Genotype, Phenotype, and
Gene frequencies, Odd ratio, and Hardy-Weinberg Equilibrium
Miss May Soe Thu
5836362 MTMT/M
1
Outline
• Genetics
• Genetic Variation
• Polymorphism
• Allele frequencies
• Odd ratio
• Hardy-Weinberg equilibrium
• A Research Article
2
Genetics
• The study of genes, heredity, and genetic variation in living organisms
http://ghr.nlm.nih.gov
Human Genome Project: 20,000 – 25,000 genes
www.pinterest.com
3
Why genetics is important?
Genetics
Physical
features
Personality
Susceptibility
to diseases
Intelligence
4
How is it work?
www.caribbeanbiopharma.com
Genotype Phenotype
DNA RNA Protein
5
Basic Genetics Terminology
• Chromosome : A thread-like structure located in the nucleus
• Locus : The position of genes on the chromosome
• Allele : A particular characteristics of the gene at the locus
• Gene : A basic physical and functional unit of heredity
• Genotype : The genetic constitution of an individual organism
• Phenotype : A morphological, physiological, biochemical, or
behavioral characteristics of an individual organism
www.ck12.org
6
Genetic variation
• Phenotypic and genotypic differences among individuals or in a population
Identical twins ???
7
www.bio.vtn2.com Popular-archaeology.com
Effects of genetic variation
• Can affect how humans develop diseases and respond to pathogens,
chemicals, medication, vaccines, and other agents
P. vivax
Duffy Antigen (-) HLA-B35 Antigen (+)
P. falciparum
8
www.africans-abroad.org
Polymorphism
• Variation in parts of the DNA sequence among individuals, no distinction a
person’s appearance.
• In at least 1% of a population
What is the effect on our health?
• No adverse effects on the individual and occur
with fairly high frequency in the general population
http://www.kawarada-lab.com/research/biosensing/DNA_sensor_SNPs.html
9
Polymorphisms
Kelly A. et al. Human genetic variation and its contribution to complex traits: vol10, 2009.
Single nucleotide variation
Insertion-deletion variation
Block substitution
Inversion variation
Copy number variation
Structuralvariation
10
Single Nucleotide Polymorphisms (SNPs)
• Change in base consequence at a single point
• About 10 millions position in the genome
• Distributed uniformly in genomic DNA
• Used to track the inheritance of disease gene
within families
Coding sequence of gene
Non-Coding regions of gene
Intergenic regions between gene
http://learn.genetics.utah.edu/content/pharma/snips/
11
SNP Genotyping Methods
 Next generation sequencing
 SNP microarrays
 Allele-specific hybridization
 Molecular beacons
 RFLP
 PCR-based methods
 Oligonucleotide ligase assay
http://www.nature.com/nbt/journal/v26/n10/fig_tab/nbt1486_F1.html
12
Mutation
1) Missense Mutation 2) Nonsense Mutation
http://ghr.nlm.nih.gov/
13
Mutation
3) Insertion Mutation 4) Deletion Mutation
http://ghr.nlm.nih.gov/
14
Mutation
5) Frameshift Mutation 6) Repeat Expansion Mutation
http://ghr.nlm.nih.gov/
15
Gene Frequencies
• How often a particular gene variant occurs in a particular population
Alleles
frequencies
Phenotype
frequencies
Genotype
frequencies
Proportion of all alleles at a given locus in a population
Proportion of how common a condition or trait is
Proportion of all genotypes in a population
16
Importance of Knowing Allele frequencies
Shifting the allele
frequencies
Microevolution
• Genetic drift
• Individual
migration
Macroevolution
• Formation of
new species
Underlying rule to track
Constant state of allele frequencies
Hardy-Weinberg
Equilibrium 17
Hardy-Weinberg Equilibrium
• To understand evolution, it is necessary to understand how a
non-evolving population works.
www.quora.com
p2
= frequency of homozygous dominant genotype
pq = frequency of heterozygous genotype
q2
= frequency of homozygous recessive genotype
18
Hardy-Weinberg Equilibrium
http://www.gloucesterhs.ocdsb.ca/UserFiles/File/Biology.html
19
How to calculate Genotype frequencies
AA
AA
AA
AA
AA
AA
AA
AA
aa
Aa
Aa
Aa
Aa
Aa
aa
aa
aa
aa
Aa
20Benjamin A. Pierce. Genetics: A Conceptual Approach. 4th Ed.
𝑓(𝐴𝐴) =
𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝐴𝐴 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠
𝑁
𝑓(𝐴𝑎) =
𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝐴𝑎 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠
𝑁
𝑓(𝑎𝑎) =
𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑎𝑎 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠
𝑁
How to calculate Allele frequencies
p = all dominant alleles
q = all recessive alleles
21Benjamin A. Pierce. Genetics: A Conceptual Approach. 4th Ed.
𝑝 = 𝑓 𝐴 =
2𝑛𝐴𝐴 + 𝑛𝐴𝑎
2𝑁
𝑞 = 𝑓 𝑎 =
2𝑛𝑎𝑎 + 𝑛𝐴𝑎
2𝑁
𝑝 = 𝑓 𝐴 = 𝑓 𝐴𝐴 +
1
2
𝑓(𝐴𝑎)
𝑞 = 𝑓 𝑎 = 𝑓 𝑎𝑎 +
1
2
𝑓(𝐴𝑎)
Odd Ratio (OR)
• A measure of association between a genetic variation and a disease
• Case-control study
www.scalelive.com
Geneticvariation
Disease
Result Interpretation
OR > 1 Increased risk of disease
OR < 1 Decreased risk of disease
OR = 1 No change in frequency
OR =
Odds of genetic variation with disease
Odds of genetic variation without disease
=
𝐴/𝐶
𝐵/𝐷
22
Genotyping of BCL11A and HBS1L-MYB SNPs
associated with fetal haemoglobin levels:
a SNaPshot minisequencing approach
Pavlos Fanis, Ioanna Kousiappa, Marios Phylactides and Marina Kleanthous
Fanis et al. BMC Genomics 2014, 15:108
http://www.biomedcentral.com/1471-2164/15/108 23
Globin Genes
http://www.jci.org/articles/view/25398/
24
Beta-thalassaemia
• It is characterized by a genetic deficiency in the synthesis of beta-globin
chains, leading to excess alpha chains.
Absent β-globin
Decreased β-globin
Inadequate ϒ-globin
Excess α-globin
No HbA
Decreased HbA
Severe Anaemia
α-globin precipitates
25
Sickle cell disease
http://faculty.etsu.edu/millerh/ learn.genetics.utah.edu
Point Mutation in Beta-globin gene
26
BCL11A gene
• Encodes a zinc-finger transcription factor
• Repress HbF synthesis (ϒ-globin expression)
• Occupy sites within the locus control region (LCR) and intergenic regions
of the β-globin locus
27
http://140.226.65.22/MOLB7800/Mechanisms%20of%20Gene%20Expression/
HBS1L-MYB intergenic region
• Associated with elevated fetal hemoglobin (HbF) levels and alterations
of other clinically important human erythroid traits
28Swee Lay Thein et al. Intergenic variants of HBS1L-MYB are responsible for a major quantitative trait locus
on chromosome 6q23 influencing fetal hemoglobin levels in adults. 2007
Fig: Overview of the 6q23 region and the HMIP locus
Proto-oncogene
Encode c-MYB transcription factor
Erythroid differentiation
MYB
Objective
• To develop the multiplex assays based on the SNaPshot-minisequencing
approach for simultaneous screening of known SNPs
www.biomerieux-diagnostics.comLifesequecing.blogspot.com
29
Overview
Biological samples
SNP Selection
Design & Optimization of PCR and minisequencing primers
Detection of SNPs
Genotypic profile verification
30
Biological samples
Genomic DNA
samples
• 25 confirmed β-
thalassaemia
Extraction • Gentra Puregene Kit
(Qiagen)
DNA
concentration
& purity
• Nandrop ND-1000
spectrophotometer
31
SNPs Selection
12 BCL11A + 16 HBS1L-MYB
Updated Hemoglobinopathy sequence variation database
Polymorphisms with variable HbF levels in different ethnic populations with HPFH,
beta-thalassaemia, sickle cell anaemia, beta-cell heterozygotes, and HbE heterozygotes
32
Design & Optimization of mPCR primers
Identify the genetic regions of SNPs
Design 44 F & R primers
Screen & Check the primer database
Predict 2’ structure & primer-primer interactions
Amplicons for BCL11A mPCRs
(69-649 bp)
Amplicons for HBS1L-MYB mPCRs
(60-221 bp)
• BLAST
• Biomaths calculator program
• “Human genomic plus transcript
(Human G+T)” database
• OligoAnalyzer 3.1 tool
Purified by standard desalting 33
Design & Optimization of minisequencing primers
Identify the genetic regions of SNPs
Design 28 F & R primers with 3’ base
corresponding to the base of the SNPs
Screen & Check the primer database
Predict 2’ structure, primer-dimer interactions, etc.
Primers for BCL11A
(20-57 bp)
Primers for HBS1L-MYB
(16-68 bp)
• BLAST
• Biomaths calculator program
• “Human genomic plus transcript
(Human G+T)” database
• OligoAnalyzer 3.0 tool
Purified by HPLC 34
Multiplex Minisequencing detection of SNPs
mPCR A + mPCR B (Amplification Reaction)
Amplify with genomic DNA+Buffer+dNTP+
DNApolymerase+primer mix+D/W
Amplified PCR products-Analyze in 2% & 3% w/v EtBr
stained smear agarose gel for BCL11A & HBS1L-MYB
Treat & incubate with ExoI/Antarctic Phosphatase mix at
37 ̊C * 1hr
Inactivate the enzymes at 75 ̊C * 15’’
Template (treated PCR product)
BCL11A
69-333 bp in mPCR-A
411-649 bp in mPCR-B
HBS1L-MYB
66-221 bp in mPCR-A
60-190 bp in mPCR-B
35
mPCR A mPCR B
Multiplex Minisequencing detection of SNPs
Treated PCR products
Minisequencing primers
SNaPshot Multiplex Ready Reaction Mix
1X Antarctic
Phosphatase Buffer,
37 ̇̇̊̇̇̊̊C * 1 hour
Enzyme Inactivation,
75 ̇̇̊̇̇̊̊C * 15 minTreated Mini-sequencing Products
36
Denaturation
Electrophoresis
GeneMapperTM v4.1
software
Multiplex Minisequencing detection of SNPs
ABI 3130xl genetic analyzer
37
Summary of Multiplex Minisequencing
38
Cláudia M.B. Carvalho and Sérgio D.J. Pena. Optimization of a multiplex minisequencing protocol for population studies and medical genetics. 2005
Polymorphic sites Multiplex PCR amplification Multiplex product inspection
PCR product digestion with
exonuclease I & Antartic
phosphatase
PCR product
Minisequencing reaction
using fluorescein-ddATP
Electropherogram obtained in a
monochromatic fluorescent sequencer
Multiplex Minisequencing detection of SNPs
BCL11A HBS1L-MYB
SNP ( Detected Genotype): rs11886868(GA),
rs4671393(CC), rs7557939(CT), rs10189857(TC),
rs6545816(GG), rs1427407(CC), rs6706648(GG),
rs10184550(CT), rs7606173(CG), rs6732518(GA),
rs766432(TT), rs7599488(GA).
SNP ( Detected Genotype): rs9389268(AG),
rs9376090(TC), rs9402686(GA), rs4895440(AT),
rs35959442(CG), rs9399137(TC), rs11759553(AT),
rs1320963(AA), rs28384513(TT), rs6929404(CC),
rs9494142(TC), rs6934903(TA), rs6904897(TT),
rs7776054(AG), rs4895441(AG), rs9402685(TC).
Size (nt)
Fluorescentunits
39
Genotypic profile verification
Sanger
Amplified
mPCRs (A&B)
Purify
Prepare 9 & 13 cycle
sequencing reactions for
BCL11A & HBS1L-MYB
Sequence by
ABI 3130xl
genetic analyzer
PCR-RFLP
2SNPs at BCL11A
& 5SNPs at
HBS1L-MYB
Singleplex
PCR
reaction
Digest with restriction
enzymes
Visualize in 2%
Et-Br stained
agarose gel
SNaPshot
minisequencing
Agreement in results
40
Strengths of the SNaP shot assay
Several selected polymorphisms can be detected simultaneously in a single reaction
The results can be presented in a single electropherogram
It can be easily performed in any labs equipped with a thermocycler and DNA sequencer
Highly accurate and sensitive for genotyping of large numbers of clinical samples
Cost and time efficient compared to other common genotyping techniques
41
Opportunities of Analyzing the SNPs
• Can provide the crucial genetic information
• Can help predict the severity of diseases in newborn
• Can help to better understand the molecular mechanisms of action of
modifying factors that influences the production of haemoglobin
Future Expectation
• Can provide more personalized patient care
42
43
References
• 1. Geoffrey M.Cooper REH. THE CELL: A Molecular Approach. 4th Ed.
• 2. Kelly A. Frazer SSM, Nicholas J. Schork and Eric J. Topol. Human genetic
variation and its contribution to complex traits: Macmillan Publishers Limited; 2009.
• 3. Benjamin A. Pierce. Genetics: A Conceptual Approach. 4th Ed.
• 4. Menzel S, Garner C, Gut I, Matsuda F, Yamaguchi M, Heath S, et al. A QTL
influencing F cell production maps to a gene encoding a zinc-finger protein on
chromosome 2p15. Nature genetics. 2007;39(10):1197-9.
• 5. Thein SL, Menzel S, Peng X, Best S, Jiang J, Close J, et al. Intergenic variants
of HBS1L-MYB are responsible for a major quantitative trait locus on chromosome
6q23 influencing fetal hemoglobin levels in adults. Proceedings of the National
Academy of Sciences of the United States of America. 2007;104(27):11346-51.
44

More Related Content

What's hot

Genetic polymorphism
Genetic polymorphismGenetic polymorphism
Genetic polymorphism
Govt.college,Nagda, ujjain.M.P
 
Epigenetic
EpigeneticEpigenetic
Epigenetic
Smawi GH
 
genetic variation
 genetic variation genetic variation
genetic variation
Mr. MOHD FAHAD
 
Genetic variation
Genetic variationGenetic variation
Genetic variation
Sreenivasa Reddy Thalla
 
Gene families and clusters
Gene families and clusters Gene families and clusters
Gene families and clusters
vidyadeepala
 
Linkage analysis and genome mapping
Linkage analysis and genome mappingLinkage analysis and genome mapping
Linkage analysis and genome mapping
Rajpal Choudhary
 
Epigenetics and genomic imprinting must
Epigenetics and genomic imprinting mustEpigenetics and genomic imprinting must
Epigenetics and genomic imprinting must
Hussein Sabit
 
Molecular clock, Neutral hypothesis
Molecular clock, Neutral hypothesisMolecular clock, Neutral hypothesis
Molecular clock, Neutral hypothesis
Freya Cardozo
 
GWAS
GWASGWAS
mapping population
mapping populationmapping population
mapping population
Harsh Mishra
 
Genome wide association mapping
Genome wide association mappingGenome wide association mapping
Genome wide association mapping
Avjinder (Avi) Kaler
 
Gene mapping
Gene mappingGene mapping
Gene mapping
Sanju Kaladharan
 
Genetic drift &amp; hardy weinberg equilibrium
Genetic drift &amp; hardy weinberg equilibriumGenetic drift &amp; hardy weinberg equilibrium
Genetic drift &amp; hardy weinberg equilibrium
Bahauddin Zakariya University lahore
 
Recombinatins .pptx
Recombinatins .pptxRecombinatins .pptx
Recombinatins .pptx
Anand P P
 
Cell cell hybridization or somatic cell hybridization
Cell cell hybridization or somatic cell hybridizationCell cell hybridization or somatic cell hybridization
Cell cell hybridization or somatic cell hybridization
Subhradeep sarkar
 
Comparative genomics 2
Comparative genomics 2Comparative genomics 2
Comparative genomics 2
GCUF
 
Epigenetics: Introduction and Definition and the mechanism
Epigenetics: Introduction and Definition and the mechanismEpigenetics: Introduction and Definition and the mechanism
Epigenetics: Introduction and Definition and the mechanism
Mohit Adhikary
 
Population genetics basic concepts
Population genetics basic concepts Population genetics basic concepts
Population genetics basic concepts
Meena Barupal
 
Population genetics
Population geneticsPopulation genetics
Population genetics
Jwalit93
 

What's hot (20)

Genetic polymorphism
Genetic polymorphismGenetic polymorphism
Genetic polymorphism
 
Epigenetic
EpigeneticEpigenetic
Epigenetic
 
genetic variation
 genetic variation genetic variation
genetic variation
 
Genetic variation
Genetic variationGenetic variation
Genetic variation
 
Gene families and clusters
Gene families and clusters Gene families and clusters
Gene families and clusters
 
Linkage analysis and genome mapping
Linkage analysis and genome mappingLinkage analysis and genome mapping
Linkage analysis and genome mapping
 
Epigenetics and genomic imprinting must
Epigenetics and genomic imprinting mustEpigenetics and genomic imprinting must
Epigenetics and genomic imprinting must
 
Molecular clock, Neutral hypothesis
Molecular clock, Neutral hypothesisMolecular clock, Neutral hypothesis
Molecular clock, Neutral hypothesis
 
GWAS
GWASGWAS
GWAS
 
mapping population
mapping populationmapping population
mapping population
 
Genome wide association mapping
Genome wide association mappingGenome wide association mapping
Genome wide association mapping
 
Gene mapping
Gene mappingGene mapping
Gene mapping
 
Genetic drift &amp; hardy weinberg equilibrium
Genetic drift &amp; hardy weinberg equilibriumGenetic drift &amp; hardy weinberg equilibrium
Genetic drift &amp; hardy weinberg equilibrium
 
Recombinatins .pptx
Recombinatins .pptxRecombinatins .pptx
Recombinatins .pptx
 
Cell cell hybridization or somatic cell hybridization
Cell cell hybridization or somatic cell hybridizationCell cell hybridization or somatic cell hybridization
Cell cell hybridization or somatic cell hybridization
 
Comparative genomics 2
Comparative genomics 2Comparative genomics 2
Comparative genomics 2
 
Epigenetics: Introduction and Definition and the mechanism
Epigenetics: Introduction and Definition and the mechanismEpigenetics: Introduction and Definition and the mechanism
Epigenetics: Introduction and Definition and the mechanism
 
Population genetics basic concepts
Population genetics basic concepts Population genetics basic concepts
Population genetics basic concepts
 
Epigenomics
EpigenomicsEpigenomics
Epigenomics
 
Population genetics
Population geneticsPopulation genetics
Population genetics
 

Viewers also liked

L11 dna__polymorphisms__mutations_and_genetic_diseases4
L11  dna__polymorphisms__mutations_and_genetic_diseases4L11  dna__polymorphisms__mutations_and_genetic_diseases4
L11 dna__polymorphisms__mutations_and_genetic_diseases4MUBOSScz
 
Single nucleotide polymorphism
Single nucleotide polymorphismSingle nucleotide polymorphism
Single nucleotide polymorphism
Bipul Das
 
Population genetic
Population geneticPopulation genetic
Population geneticbusarakorn
 
Ib evolution
Ib evolution Ib evolution
Ib evolution drott22
 
As disputes over paternity rise, dna testing
As disputes over paternity rise, dna testingAs disputes over paternity rise, dna testing
As disputes over paternity rise, dna testing
Lifecare Centre
 
Field pathogenomics of wheat yellow (stripe) rust
Field pathogenomics of wheat yellow (stripe) rust Field pathogenomics of wheat yellow (stripe) rust
Field pathogenomics of wheat yellow (stripe) rust
Borlaug Global Rust Initiative
 
"Genomic approaches for dissecting fitness traits in forest tree landscapes"
"Genomic approaches for dissecting fitness traits in forest tree landscapes""Genomic approaches for dissecting fitness traits in forest tree landscapes"
"Genomic approaches for dissecting fitness traits in forest tree landscapes"
ExternalEvents
 
4.1 Meiosis - Sources of Genetic Variation (by Jennifer)
4.1 Meiosis - Sources of Genetic Variation (by Jennifer)4.1 Meiosis - Sources of Genetic Variation (by Jennifer)
4.1 Meiosis - Sources of Genetic Variation (by Jennifer)Abbotsford Christian School
 
Analysis of Kuwait feral cat population structure
Analysis of Kuwait feral cat population structureAnalysis of Kuwait feral cat population structure
Analysis of Kuwait feral cat population structure
hhalhaddad
 
Insights into the genetic diversity and structure of indigenous ovi-caprine p...
Insights into the genetic diversity and structure of indigenous ovi-caprine p...Insights into the genetic diversity and structure of indigenous ovi-caprine p...
Insights into the genetic diversity and structure of indigenous ovi-caprine p...
ILRI
 
Credit seminar on rice genomics crrected
Credit seminar on rice genomics crrectedCredit seminar on rice genomics crrected
Credit seminar on rice genomics crrected
Varsha Gayatonde
 
Genetic variation
Genetic variationGenetic variation
Genetic variationHavocprime
 
Hardy weinberg supplement
Hardy weinberg supplementHardy weinberg supplement
Hardy weinberg supplement
Pratheep Sandrasaigaran
 
Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...
Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...
Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...
Borlaug Global Rust Initiative
 
Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...
Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...
Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...
Borlaug Global Rust Initiative
 
Speciation
SpeciationSpeciation
Speciation
Aftab Badshah
 
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in WheatAntagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Borlaug Global Rust Initiative
 
Types of selection
Types of selectionTypes of selection
Types of selectionNick
 
26 genetic diversity-m.j aranzana
26 genetic diversity-m.j aranzana26 genetic diversity-m.j aranzana
26 genetic diversity-m.j aranzanafruitbreedomics
 
Population Genetics 2015 03-20 (AGB 32012)
Population Genetics 2015 03-20 (AGB 32012)Population Genetics 2015 03-20 (AGB 32012)
Population Genetics 2015 03-20 (AGB 32012)
Suvanthinis
 

Viewers also liked (20)

L11 dna__polymorphisms__mutations_and_genetic_diseases4
L11  dna__polymorphisms__mutations_and_genetic_diseases4L11  dna__polymorphisms__mutations_and_genetic_diseases4
L11 dna__polymorphisms__mutations_and_genetic_diseases4
 
Single nucleotide polymorphism
Single nucleotide polymorphismSingle nucleotide polymorphism
Single nucleotide polymorphism
 
Population genetic
Population geneticPopulation genetic
Population genetic
 
Ib evolution
Ib evolution Ib evolution
Ib evolution
 
As disputes over paternity rise, dna testing
As disputes over paternity rise, dna testingAs disputes over paternity rise, dna testing
As disputes over paternity rise, dna testing
 
Field pathogenomics of wheat yellow (stripe) rust
Field pathogenomics of wheat yellow (stripe) rust Field pathogenomics of wheat yellow (stripe) rust
Field pathogenomics of wheat yellow (stripe) rust
 
"Genomic approaches for dissecting fitness traits in forest tree landscapes"
"Genomic approaches for dissecting fitness traits in forest tree landscapes""Genomic approaches for dissecting fitness traits in forest tree landscapes"
"Genomic approaches for dissecting fitness traits in forest tree landscapes"
 
4.1 Meiosis - Sources of Genetic Variation (by Jennifer)
4.1 Meiosis - Sources of Genetic Variation (by Jennifer)4.1 Meiosis - Sources of Genetic Variation (by Jennifer)
4.1 Meiosis - Sources of Genetic Variation (by Jennifer)
 
Analysis of Kuwait feral cat population structure
Analysis of Kuwait feral cat population structureAnalysis of Kuwait feral cat population structure
Analysis of Kuwait feral cat population structure
 
Insights into the genetic diversity and structure of indigenous ovi-caprine p...
Insights into the genetic diversity and structure of indigenous ovi-caprine p...Insights into the genetic diversity and structure of indigenous ovi-caprine p...
Insights into the genetic diversity and structure of indigenous ovi-caprine p...
 
Credit seminar on rice genomics crrected
Credit seminar on rice genomics crrectedCredit seminar on rice genomics crrected
Credit seminar on rice genomics crrected
 
Genetic variation
Genetic variationGenetic variation
Genetic variation
 
Hardy weinberg supplement
Hardy weinberg supplementHardy weinberg supplement
Hardy weinberg supplement
 
Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...
Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...
Diversity of Yellow Rust Resistance: Inferences from GWAS in some elite wheat...
 
Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...
Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...
Genome-wide Association Mapping of Adult Plant Resistance to Stripe Rust in S...
 
Speciation
SpeciationSpeciation
Speciation
 
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in WheatAntagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
Antagonistic Interactions Among Stripe and Stem Rust Resistance QTLs in Wheat
 
Types of selection
Types of selectionTypes of selection
Types of selection
 
26 genetic diversity-m.j aranzana
26 genetic diversity-m.j aranzana26 genetic diversity-m.j aranzana
26 genetic diversity-m.j aranzana
 
Population Genetics 2015 03-20 (AGB 32012)
Population Genetics 2015 03-20 (AGB 32012)Population Genetics 2015 03-20 (AGB 32012)
Population Genetics 2015 03-20 (AGB 32012)
 

Similar to Genetic variation in individual & population, polymorphism, Hardy-Weinberg Equillibrium_MST

Clinical Applications of Next Generation Sequencing
Clinical Applications of Next Generation SequencingClinical Applications of Next Generation Sequencing
Clinical Applications of Next Generation Sequencing
Bell Symposium &amp; MSP Seminar
 
SOT2010 GeneGo presentation
SOT2010 GeneGo presentationSOT2010 GeneGo presentation
SOT2010 GeneGo presentationmilanoj1
 
2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies
FOODCROPS
 
Utilization of NGS data and genomic selection to rescue an endangered and her...
Utilization of NGS data and genomic selection to rescue an endangered and her...Utilization of NGS data and genomic selection to rescue an endangered and her...
Utilization of NGS data and genomic selection to rescue an endangered and her...
Golden Helix
 
2017 molecular profiling_wim_vancriekinge
2017 molecular profiling_wim_vancriekinge2017 molecular profiling_wim_vancriekinge
2017 molecular profiling_wim_vancriekinge
Prof. Wim Van Criekinge
 
Molecular techniques for pathology research - MDX .pdf
Molecular techniques for pathology research - MDX .pdfMolecular techniques for pathology research - MDX .pdf
Molecular techniques for pathology research - MDX .pdf
sabyabby
 
Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...
Joaquin Dopazo
 
PadminiNarayanan-Intro-2018.pptx
PadminiNarayanan-Intro-2018.pptxPadminiNarayanan-Intro-2018.pptx
PadminiNarayanan-Intro-2018.pptx
DESMONDEZIEKE1
 
Gabbay81109pre07 12588919989864-phpapp02
Gabbay81109pre07 12588919989864-phpapp02Gabbay81109pre07 12588919989864-phpapp02
Gabbay81109pre07 12588919989864-phpapp02t7260678
 
basic concept of molecular pathology
basic concept of molecular pathologybasic concept of molecular pathology
basic concept of molecular pathology
University Of Wuerzburg,Germany
 
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Reid Robison
 
A New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The ClinicA New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The Clinic
Joaquin Dopazo
 
The role of DNA methylation in complex diseases
The role of DNA methylation in complex diseasesThe role of DNA methylation in complex diseases
The role of DNA methylation in complex diseases
Jordana Bell
 
Gene expression introduction
Gene expression introductionGene expression introduction
Gene expression introduction
Setia Pramana
 
EID_lec3_Bishai.pdf
EID_lec3_Bishai.pdfEID_lec3_Bishai.pdf
EID_lec3_Bishai.pdf
Nusakaryaengineering
 
microarrary
microarrarymicroarrary
microarrary
Dr Nisha Singh
 
Genotyping in Breeding programs
Genotyping in Breeding programsGenotyping in Breeding programs
Genotyping in Breeding programs
International Institute of Tropical Agriculture
 
Nextgenerationsequencing 131218163555-phpapp02
Nextgenerationsequencing 131218163555-phpapp02Nextgenerationsequencing 131218163555-phpapp02
Nextgenerationsequencing 131218163555-phpapp02t7260678
 
Nextgenerationsequencing ngs 131218163555-phpapp02
Nextgenerationsequencing     ngs  131218163555-phpapp02Nextgenerationsequencing     ngs  131218163555-phpapp02
Nextgenerationsequencing ngs 131218163555-phpapp02鋒博 蔡
 
Epigenetic
EpigeneticEpigenetic
Epigenetic
Alireza Ahadi
 

Similar to Genetic variation in individual & population, polymorphism, Hardy-Weinberg Equillibrium_MST (20)

Clinical Applications of Next Generation Sequencing
Clinical Applications of Next Generation SequencingClinical Applications of Next Generation Sequencing
Clinical Applications of Next Generation Sequencing
 
SOT2010 GeneGo presentation
SOT2010 GeneGo presentationSOT2010 GeneGo presentation
SOT2010 GeneGo presentation
 
2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies2007. stephen chanock. technologic issues in gwas and follow up studies
2007. stephen chanock. technologic issues in gwas and follow up studies
 
Utilization of NGS data and genomic selection to rescue an endangered and her...
Utilization of NGS data and genomic selection to rescue an endangered and her...Utilization of NGS data and genomic selection to rescue an endangered and her...
Utilization of NGS data and genomic selection to rescue an endangered and her...
 
2017 molecular profiling_wim_vancriekinge
2017 molecular profiling_wim_vancriekinge2017 molecular profiling_wim_vancriekinge
2017 molecular profiling_wim_vancriekinge
 
Molecular techniques for pathology research - MDX .pdf
Molecular techniques for pathology research - MDX .pdfMolecular techniques for pathology research - MDX .pdf
Molecular techniques for pathology research - MDX .pdf
 
Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...
 
PadminiNarayanan-Intro-2018.pptx
PadminiNarayanan-Intro-2018.pptxPadminiNarayanan-Intro-2018.pptx
PadminiNarayanan-Intro-2018.pptx
 
Gabbay81109pre07 12588919989864-phpapp02
Gabbay81109pre07 12588919989864-phpapp02Gabbay81109pre07 12588919989864-phpapp02
Gabbay81109pre07 12588919989864-phpapp02
 
basic concept of molecular pathology
basic concept of molecular pathologybasic concept of molecular pathology
basic concept of molecular pathology
 
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
 
A New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The ClinicA New Generation Of Mechanism-Based Biomarkers For The Clinic
A New Generation Of Mechanism-Based Biomarkers For The Clinic
 
The role of DNA methylation in complex diseases
The role of DNA methylation in complex diseasesThe role of DNA methylation in complex diseases
The role of DNA methylation in complex diseases
 
Gene expression introduction
Gene expression introductionGene expression introduction
Gene expression introduction
 
EID_lec3_Bishai.pdf
EID_lec3_Bishai.pdfEID_lec3_Bishai.pdf
EID_lec3_Bishai.pdf
 
microarrary
microarrarymicroarrary
microarrary
 
Genotyping in Breeding programs
Genotyping in Breeding programsGenotyping in Breeding programs
Genotyping in Breeding programs
 
Nextgenerationsequencing 131218163555-phpapp02
Nextgenerationsequencing 131218163555-phpapp02Nextgenerationsequencing 131218163555-phpapp02
Nextgenerationsequencing 131218163555-phpapp02
 
Nextgenerationsequencing ngs 131218163555-phpapp02
Nextgenerationsequencing     ngs  131218163555-phpapp02Nextgenerationsequencing     ngs  131218163555-phpapp02
Nextgenerationsequencing ngs 131218163555-phpapp02
 
Epigenetic
EpigeneticEpigenetic
Epigenetic
 

Recently uploaded

Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...
Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...
Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...
Oleg Kshivets
 
Ocular injury ppt Upendra pal optometrist upums saifai etawah
Ocular injury  ppt  Upendra pal  optometrist upums saifai etawahOcular injury  ppt  Upendra pal  optometrist upums saifai etawah
Ocular injury ppt Upendra pal optometrist upums saifai etawah
pal078100
 
Couples presenting to the infertility clinic- Do they really have infertility...
Couples presenting to the infertility clinic- Do they really have infertility...Couples presenting to the infertility clinic- Do they really have infertility...
Couples presenting to the infertility clinic- Do they really have infertility...
Sujoy Dasgupta
 
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptxTriangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
Dr. Rabia Inam Gandapore
 
heat stroke and heat exhaustion in children
heat stroke and heat exhaustion in childrenheat stroke and heat exhaustion in children
heat stroke and heat exhaustion in children
SumeraAhmad5
 
Flu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore KarnatakaFlu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore Karnataka
addon Scans
 
basicmodesofventilation2022-220313203758.pdf
basicmodesofventilation2022-220313203758.pdfbasicmodesofventilation2022-220313203758.pdf
basicmodesofventilation2022-220313203758.pdf
aljamhori teaching hospital
 
Knee anatomy and clinical tests 2024.pdf
Knee anatomy and clinical tests 2024.pdfKnee anatomy and clinical tests 2024.pdf
Knee anatomy and clinical tests 2024.pdf
vimalpl1234
 
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptxPharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Dr. Rabia Inam Gandapore
 
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists  Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists
Saeid Safari
 
For Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #Girls
For Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #GirlsFor Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #Girls
For Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #Girls
Savita Shen $i11
 
Alcohol_Dr. Jeenal Mistry MD Pharmacology.pdf
Alcohol_Dr. Jeenal Mistry MD Pharmacology.pdfAlcohol_Dr. Jeenal Mistry MD Pharmacology.pdf
Alcohol_Dr. Jeenal Mistry MD Pharmacology.pdf
Dr Jeenal Mistry
 
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
GL Anaacs
 
Physiology of Special Chemical Sensation of Taste
Physiology of Special Chemical Sensation of TastePhysiology of Special Chemical Sensation of Taste
Physiology of Special Chemical Sensation of Taste
MedicoseAcademics
 
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
i3 Health
 
Are There Any Natural Remedies To Treat Syphilis.pdf
Are There Any Natural Remedies To Treat Syphilis.pdfAre There Any Natural Remedies To Treat Syphilis.pdf
Are There Any Natural Remedies To Treat Syphilis.pdf
Little Cross Family Clinic
 
Superficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptxSuperficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptx
Dr. Rabia Inam Gandapore
 
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...
kevinkariuki227
 
The Normal Electrocardiogram - Part I of II
The Normal Electrocardiogram - Part I of IIThe Normal Electrocardiogram - Part I of II
The Normal Electrocardiogram - Part I of II
MedicoseAcademics
 
POST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its managementPOST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its management
touseefaziz1
 

Recently uploaded (20)

Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...
Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...
Lung Cancer: Artificial Intelligence, Synergetics, Complex System Analysis, S...
 
Ocular injury ppt Upendra pal optometrist upums saifai etawah
Ocular injury  ppt  Upendra pal  optometrist upums saifai etawahOcular injury  ppt  Upendra pal  optometrist upums saifai etawah
Ocular injury ppt Upendra pal optometrist upums saifai etawah
 
Couples presenting to the infertility clinic- Do they really have infertility...
Couples presenting to the infertility clinic- Do they really have infertility...Couples presenting to the infertility clinic- Do they really have infertility...
Couples presenting to the infertility clinic- Do they really have infertility...
 
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptxTriangles of Neck and Clinical Correlation by Dr. RIG.pptx
Triangles of Neck and Clinical Correlation by Dr. RIG.pptx
 
heat stroke and heat exhaustion in children
heat stroke and heat exhaustion in childrenheat stroke and heat exhaustion in children
heat stroke and heat exhaustion in children
 
Flu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore KarnatakaFlu Vaccine Alert in Bangalore Karnataka
Flu Vaccine Alert in Bangalore Karnataka
 
basicmodesofventilation2022-220313203758.pdf
basicmodesofventilation2022-220313203758.pdfbasicmodesofventilation2022-220313203758.pdf
basicmodesofventilation2022-220313203758.pdf
 
Knee anatomy and clinical tests 2024.pdf
Knee anatomy and clinical tests 2024.pdfKnee anatomy and clinical tests 2024.pdf
Knee anatomy and clinical tests 2024.pdf
 
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptxPharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
Pharynx and Clinical Correlations BY Dr.Rabia Inam Gandapore.pptx
 
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists  Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists
Ozempic: Preoperative Management of Patients on GLP-1 Receptor Agonists
 
For Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #Girls
For Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #GirlsFor Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #Girls
For Better Surat #ℂall #Girl Service ❤85270-49040❤ Surat #ℂall #Girls
 
Alcohol_Dr. Jeenal Mistry MD Pharmacology.pdf
Alcohol_Dr. Jeenal Mistry MD Pharmacology.pdfAlcohol_Dr. Jeenal Mistry MD Pharmacology.pdf
Alcohol_Dr. Jeenal Mistry MD Pharmacology.pdf
 
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
HOT NEW PRODUCT! BIG SALES FAST SHIPPING NOW FROM CHINA!! EU KU DB BK substit...
 
Physiology of Special Chemical Sensation of Taste
Physiology of Special Chemical Sensation of TastePhysiology of Special Chemical Sensation of Taste
Physiology of Special Chemical Sensation of Taste
 
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
New Directions in Targeted Therapeutic Approaches for Older Adults With Mantl...
 
Are There Any Natural Remedies To Treat Syphilis.pdf
Are There Any Natural Remedies To Treat Syphilis.pdfAre There Any Natural Remedies To Treat Syphilis.pdf
Are There Any Natural Remedies To Treat Syphilis.pdf
 
Superficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptxSuperficial & Deep Fascia of the NECK.pptx
Superficial & Deep Fascia of the NECK.pptx
 
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...
TEST BANK for Operations Management, 14th Edition by William J. Stevenson, Ve...
 
The Normal Electrocardiogram - Part I of II
The Normal Electrocardiogram - Part I of IIThe Normal Electrocardiogram - Part I of II
The Normal Electrocardiogram - Part I of II
 
POST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its managementPOST OPERATIVE OLIGURIA and its management
POST OPERATIVE OLIGURIA and its management
 

Genetic variation in individual & population, polymorphism, Hardy-Weinberg Equillibrium_MST

  • 1. Genetic Variation In Individual And Population Polymorphism and consequences, Genotype, Phenotype, and Gene frequencies, Odd ratio, and Hardy-Weinberg Equilibrium Miss May Soe Thu 5836362 MTMT/M 1
  • 2. Outline • Genetics • Genetic Variation • Polymorphism • Allele frequencies • Odd ratio • Hardy-Weinberg equilibrium • A Research Article 2
  • 3. Genetics • The study of genes, heredity, and genetic variation in living organisms http://ghr.nlm.nih.gov Human Genome Project: 20,000 – 25,000 genes www.pinterest.com 3
  • 4. Why genetics is important? Genetics Physical features Personality Susceptibility to diseases Intelligence 4
  • 5. How is it work? www.caribbeanbiopharma.com Genotype Phenotype DNA RNA Protein 5
  • 6. Basic Genetics Terminology • Chromosome : A thread-like structure located in the nucleus • Locus : The position of genes on the chromosome • Allele : A particular characteristics of the gene at the locus • Gene : A basic physical and functional unit of heredity • Genotype : The genetic constitution of an individual organism • Phenotype : A morphological, physiological, biochemical, or behavioral characteristics of an individual organism www.ck12.org 6
  • 7. Genetic variation • Phenotypic and genotypic differences among individuals or in a population Identical twins ??? 7 www.bio.vtn2.com Popular-archaeology.com
  • 8. Effects of genetic variation • Can affect how humans develop diseases and respond to pathogens, chemicals, medication, vaccines, and other agents P. vivax Duffy Antigen (-) HLA-B35 Antigen (+) P. falciparum 8 www.africans-abroad.org
  • 9. Polymorphism • Variation in parts of the DNA sequence among individuals, no distinction a person’s appearance. • In at least 1% of a population What is the effect on our health? • No adverse effects on the individual and occur with fairly high frequency in the general population http://www.kawarada-lab.com/research/biosensing/DNA_sensor_SNPs.html 9
  • 10. Polymorphisms Kelly A. et al. Human genetic variation and its contribution to complex traits: vol10, 2009. Single nucleotide variation Insertion-deletion variation Block substitution Inversion variation Copy number variation Structuralvariation 10
  • 11. Single Nucleotide Polymorphisms (SNPs) • Change in base consequence at a single point • About 10 millions position in the genome • Distributed uniformly in genomic DNA • Used to track the inheritance of disease gene within families Coding sequence of gene Non-Coding regions of gene Intergenic regions between gene http://learn.genetics.utah.edu/content/pharma/snips/ 11
  • 12. SNP Genotyping Methods  Next generation sequencing  SNP microarrays  Allele-specific hybridization  Molecular beacons  RFLP  PCR-based methods  Oligonucleotide ligase assay http://www.nature.com/nbt/journal/v26/n10/fig_tab/nbt1486_F1.html 12
  • 13. Mutation 1) Missense Mutation 2) Nonsense Mutation http://ghr.nlm.nih.gov/ 13
  • 14. Mutation 3) Insertion Mutation 4) Deletion Mutation http://ghr.nlm.nih.gov/ 14
  • 15. Mutation 5) Frameshift Mutation 6) Repeat Expansion Mutation http://ghr.nlm.nih.gov/ 15
  • 16. Gene Frequencies • How often a particular gene variant occurs in a particular population Alleles frequencies Phenotype frequencies Genotype frequencies Proportion of all alleles at a given locus in a population Proportion of how common a condition or trait is Proportion of all genotypes in a population 16
  • 17. Importance of Knowing Allele frequencies Shifting the allele frequencies Microevolution • Genetic drift • Individual migration Macroevolution • Formation of new species Underlying rule to track Constant state of allele frequencies Hardy-Weinberg Equilibrium 17
  • 18. Hardy-Weinberg Equilibrium • To understand evolution, it is necessary to understand how a non-evolving population works. www.quora.com p2 = frequency of homozygous dominant genotype pq = frequency of heterozygous genotype q2 = frequency of homozygous recessive genotype 18
  • 20. How to calculate Genotype frequencies AA AA AA AA AA AA AA AA aa Aa Aa Aa Aa Aa aa aa aa aa Aa 20Benjamin A. Pierce. Genetics: A Conceptual Approach. 4th Ed. 𝑓(𝐴𝐴) = 𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝐴𝐴 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠 𝑁 𝑓(𝐴𝑎) = 𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝐴𝑎 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠 𝑁 𝑓(𝑎𝑎) = 𝑛𝑢𝑚𝑏𝑒𝑟 𝑜𝑓 𝑎𝑎 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙𝑠 𝑁
  • 21. How to calculate Allele frequencies p = all dominant alleles q = all recessive alleles 21Benjamin A. Pierce. Genetics: A Conceptual Approach. 4th Ed. 𝑝 = 𝑓 𝐴 = 2𝑛𝐴𝐴 + 𝑛𝐴𝑎 2𝑁 𝑞 = 𝑓 𝑎 = 2𝑛𝑎𝑎 + 𝑛𝐴𝑎 2𝑁 𝑝 = 𝑓 𝐴 = 𝑓 𝐴𝐴 + 1 2 𝑓(𝐴𝑎) 𝑞 = 𝑓 𝑎 = 𝑓 𝑎𝑎 + 1 2 𝑓(𝐴𝑎)
  • 22. Odd Ratio (OR) • A measure of association between a genetic variation and a disease • Case-control study www.scalelive.com Geneticvariation Disease Result Interpretation OR > 1 Increased risk of disease OR < 1 Decreased risk of disease OR = 1 No change in frequency OR = Odds of genetic variation with disease Odds of genetic variation without disease = 𝐴/𝐶 𝐵/𝐷 22
  • 23. Genotyping of BCL11A and HBS1L-MYB SNPs associated with fetal haemoglobin levels: a SNaPshot minisequencing approach Pavlos Fanis, Ioanna Kousiappa, Marios Phylactides and Marina Kleanthous Fanis et al. BMC Genomics 2014, 15:108 http://www.biomedcentral.com/1471-2164/15/108 23
  • 25. Beta-thalassaemia • It is characterized by a genetic deficiency in the synthesis of beta-globin chains, leading to excess alpha chains. Absent β-globin Decreased β-globin Inadequate ϒ-globin Excess α-globin No HbA Decreased HbA Severe Anaemia α-globin precipitates 25
  • 26. Sickle cell disease http://faculty.etsu.edu/millerh/ learn.genetics.utah.edu Point Mutation in Beta-globin gene 26
  • 27. BCL11A gene • Encodes a zinc-finger transcription factor • Repress HbF synthesis (ϒ-globin expression) • Occupy sites within the locus control region (LCR) and intergenic regions of the β-globin locus 27 http://140.226.65.22/MOLB7800/Mechanisms%20of%20Gene%20Expression/
  • 28. HBS1L-MYB intergenic region • Associated with elevated fetal hemoglobin (HbF) levels and alterations of other clinically important human erythroid traits 28Swee Lay Thein et al. Intergenic variants of HBS1L-MYB are responsible for a major quantitative trait locus on chromosome 6q23 influencing fetal hemoglobin levels in adults. 2007 Fig: Overview of the 6q23 region and the HMIP locus Proto-oncogene Encode c-MYB transcription factor Erythroid differentiation MYB
  • 29. Objective • To develop the multiplex assays based on the SNaPshot-minisequencing approach for simultaneous screening of known SNPs www.biomerieux-diagnostics.comLifesequecing.blogspot.com 29
  • 30. Overview Biological samples SNP Selection Design & Optimization of PCR and minisequencing primers Detection of SNPs Genotypic profile verification 30
  • 31. Biological samples Genomic DNA samples • 25 confirmed β- thalassaemia Extraction • Gentra Puregene Kit (Qiagen) DNA concentration & purity • Nandrop ND-1000 spectrophotometer 31
  • 32. SNPs Selection 12 BCL11A + 16 HBS1L-MYB Updated Hemoglobinopathy sequence variation database Polymorphisms with variable HbF levels in different ethnic populations with HPFH, beta-thalassaemia, sickle cell anaemia, beta-cell heterozygotes, and HbE heterozygotes 32
  • 33. Design & Optimization of mPCR primers Identify the genetic regions of SNPs Design 44 F & R primers Screen & Check the primer database Predict 2’ structure & primer-primer interactions Amplicons for BCL11A mPCRs (69-649 bp) Amplicons for HBS1L-MYB mPCRs (60-221 bp) • BLAST • Biomaths calculator program • “Human genomic plus transcript (Human G+T)” database • OligoAnalyzer 3.1 tool Purified by standard desalting 33
  • 34. Design & Optimization of minisequencing primers Identify the genetic regions of SNPs Design 28 F & R primers with 3’ base corresponding to the base of the SNPs Screen & Check the primer database Predict 2’ structure, primer-dimer interactions, etc. Primers for BCL11A (20-57 bp) Primers for HBS1L-MYB (16-68 bp) • BLAST • Biomaths calculator program • “Human genomic plus transcript (Human G+T)” database • OligoAnalyzer 3.0 tool Purified by HPLC 34
  • 35. Multiplex Minisequencing detection of SNPs mPCR A + mPCR B (Amplification Reaction) Amplify with genomic DNA+Buffer+dNTP+ DNApolymerase+primer mix+D/W Amplified PCR products-Analyze in 2% & 3% w/v EtBr stained smear agarose gel for BCL11A & HBS1L-MYB Treat & incubate with ExoI/Antarctic Phosphatase mix at 37 ̊C * 1hr Inactivate the enzymes at 75 ̊C * 15’’ Template (treated PCR product) BCL11A 69-333 bp in mPCR-A 411-649 bp in mPCR-B HBS1L-MYB 66-221 bp in mPCR-A 60-190 bp in mPCR-B 35 mPCR A mPCR B
  • 36. Multiplex Minisequencing detection of SNPs Treated PCR products Minisequencing primers SNaPshot Multiplex Ready Reaction Mix 1X Antarctic Phosphatase Buffer, 37 ̇̇̊̇̇̊̊C * 1 hour Enzyme Inactivation, 75 ̇̇̊̇̇̊̊C * 15 minTreated Mini-sequencing Products 36
  • 38. Summary of Multiplex Minisequencing 38 Cláudia M.B. Carvalho and Sérgio D.J. Pena. Optimization of a multiplex minisequencing protocol for population studies and medical genetics. 2005 Polymorphic sites Multiplex PCR amplification Multiplex product inspection PCR product digestion with exonuclease I & Antartic phosphatase PCR product Minisequencing reaction using fluorescein-ddATP Electropherogram obtained in a monochromatic fluorescent sequencer
  • 39. Multiplex Minisequencing detection of SNPs BCL11A HBS1L-MYB SNP ( Detected Genotype): rs11886868(GA), rs4671393(CC), rs7557939(CT), rs10189857(TC), rs6545816(GG), rs1427407(CC), rs6706648(GG), rs10184550(CT), rs7606173(CG), rs6732518(GA), rs766432(TT), rs7599488(GA). SNP ( Detected Genotype): rs9389268(AG), rs9376090(TC), rs9402686(GA), rs4895440(AT), rs35959442(CG), rs9399137(TC), rs11759553(AT), rs1320963(AA), rs28384513(TT), rs6929404(CC), rs9494142(TC), rs6934903(TA), rs6904897(TT), rs7776054(AG), rs4895441(AG), rs9402685(TC). Size (nt) Fluorescentunits 39
  • 40. Genotypic profile verification Sanger Amplified mPCRs (A&B) Purify Prepare 9 & 13 cycle sequencing reactions for BCL11A & HBS1L-MYB Sequence by ABI 3130xl genetic analyzer PCR-RFLP 2SNPs at BCL11A & 5SNPs at HBS1L-MYB Singleplex PCR reaction Digest with restriction enzymes Visualize in 2% Et-Br stained agarose gel SNaPshot minisequencing Agreement in results 40
  • 41. Strengths of the SNaP shot assay Several selected polymorphisms can be detected simultaneously in a single reaction The results can be presented in a single electropherogram It can be easily performed in any labs equipped with a thermocycler and DNA sequencer Highly accurate and sensitive for genotyping of large numbers of clinical samples Cost and time efficient compared to other common genotyping techniques 41
  • 42. Opportunities of Analyzing the SNPs • Can provide the crucial genetic information • Can help predict the severity of diseases in newborn • Can help to better understand the molecular mechanisms of action of modifying factors that influences the production of haemoglobin Future Expectation • Can provide more personalized patient care 42
  • 43. 43
  • 44. References • 1. Geoffrey M.Cooper REH. THE CELL: A Molecular Approach. 4th Ed. • 2. Kelly A. Frazer SSM, Nicholas J. Schork and Eric J. Topol. Human genetic variation and its contribution to complex traits: Macmillan Publishers Limited; 2009. • 3. Benjamin A. Pierce. Genetics: A Conceptual Approach. 4th Ed. • 4. Menzel S, Garner C, Gut I, Matsuda F, Yamaguchi M, Heath S, et al. A QTL influencing F cell production maps to a gene encoding a zinc-finger protein on chromosome 2p15. Nature genetics. 2007;39(10):1197-9. • 5. Thein SL, Menzel S, Peng X, Best S, Jiang J, Close J, et al. Intergenic variants of HBS1L-MYB are responsible for a major quantitative trait locus on chromosome 6q23 influencing fetal hemoglobin levels in adults. Proceedings of the National Academy of Sciences of the United States of America. 2007;104(27):11346-51. 44