Introductory genetics for veterinary students
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Transcript Introductory genetics for veterinary students
QTN modulating the transcription
rate of a chromosome domain
encompassing PLAG1 control bovine
stature.
Michel Georges
University of Liège
Belgium
Introduction
GWAS identify …
… risk loci
150 Kb
3.5 genes (range: 0-35)
… but neither genes, nor causal variants
Genomic selection …
… is effective
… has confirmed quasi-infinitesimal
component for most traits
… is a new “black box”
Acknowledgments
UAG / Liège
L. Karim
H. Takeda
L. Lin
T. Druet
F. Farnir
B. Grisart
N. Cambisano
W. Coppieters
Boviquest / NZ
J. Arias
S. Davis
B. Harris
M. Keehan
M. Littlejohn
R. Spelman
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 750 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
Stature
Stature
Human:
Paradigmatic Quantitative Trait
h2 80%
Quasi-infinitesimal architecture
Dog:
5 loci explain nearly all the difference of stature between
breeds.
Cattle:
Auroch: 2m=> domestic cattle: 1.1-1.5m
Economically important trait
h2 25-80%
Many reported “QTL”
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
A QTL affecting stature maps to
BTA14: HF x J F2 population
500 traits
A QTL affecting stature maps to
BTA14: line-cross model
294 microsatellites
A QTL affecting stature maps to
BTA14: ½-sib model
Across-family analysis – 1 QTL
8->56 μsat.
A QTL affecting stature maps to
BTA14: ½-sib model
Within family analysis – effects
Within family analysis – significance
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
L+LD fine-mapping defines
780 Kb interval: F2 population
• + 925 SNPs
• LD non inbred F0
Multipoint analysis – 1 QTL/2 QTL
Single-point analysis – 1 QTL
10% of phenotypic variance
- Mixed model including “animal effect”
- Hidden Haplotype States
L+LD fine-mapping defines
780 Kb interval: outbred pop.
Substitution effects of
hidden haplotype states
1% of phenotypic variance
Multipoint analysis – 1 QTL/2 QTL
No unique haplotype associated
with Q or q
“q”
3% of phenotypic variance
“Q”
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
HT sequencing of 780 Kb
interval: =>13 candidate QTN
M&M:
“Progeny-tested” chromosomes
of six F1 sires
103 long range PCR products
Sire-specific multiplex identifiers
(MIDs)
Roche FLX
MASA: Converting a polygenic trait in a series of monogenic entities
HT sequencing of 780 Kb
interval: =>13 candidate QTN
Results:
Average 20-fold coverage / sire
9,572 variants π: 1/300
14 candidate QTN segregation
pattern compatible with QTL
genotype.
HT sequencing of 780 Kb
interval: =>13 candidate QTN
HT sequencing of 780 Kb
interval: =>13 candidate QTN
HT sequencing of 780 Kb
interval: =>13 candidate QTN
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
Across breed haplotype
diversity => 8 candidate QTN
Across breed haplotype
diversity => 8 candidate QTN
Across breed haplotype
diversity => 8 candidate QTN
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
Intact ORFs support
regulatory pQTN
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
Expression analysis: M&M
79 fetuses
QRT-PCR (SYBR and/or 3’exonucl.)
x/8 internal controls selected with
geNorm
≤ 4 amplicons/gene
The pQTN affect expression of
all genes in conserved domain
The pQTN affect expression of
all genes in conserved domain
Average: 20.86 ≈ 1.8
Allelic imbalance at (pre-)mRNA
level => transcriptional effect
Conservation of synteny
suggests domain “regulon”
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
3/8 candidate pQTN affect
Phastcons elements
Reporter assays and EMSA
support 2 promotor pQTN
**
Reporter assays and EMSA
support 2 promotor pQTN
Reporter assays and EMSA
support 2 promotor pQTN
Reporter assays and EMSA
support 2 promotor pQTN
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 780 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
Pick your favorite gene …
X
X
Pick your favorite gene …
X
X
Formal test for gene causality:
Distribution of rare variant
Σ=5%
Σ=17%
Formal test for gene causality:
reciprocal hemizygosity
Steinmetz et al. 2002
Formal test for gene causality:
quantitative complementation
Naturally occurring null allele
excludes CHCHD7
CHCHD7 cis-eQTLwith distinct
segregation vector (vs “pQTL”)
Naturally occurring null allele
excludes CHCHD7
“eQTN” is a donor
splice site variant
Naturally occurring null allele
excludes CHCHD7
Naturally occurring null allele
excludes CHCHD7
Splice site variant affects transcript levels in
multiple (all?) tissues
pQTL and eQTL have different segregation
vector
pQTL effect on stature is same for 4
segregating sires
eQTN has no significant “residual” effect on
stature
No failure to quantitatively complement
No failure to quantitatively
complement
Naturally occurring null allele
excludes CHCHD7
Splice site variant affects transcript levels in multiple
(all?) tissues
pQTL and eQTL have different segregation vector
pQTL effect on stature is same for 4 segregating sires
eQTN has nosignificant “residual” effect on stature
No failure to quantitatively complement
=> CHCHD7 can not be sole causative
gene
Plan
Mapping the QTL
Genetic identification of the QTN
Intact ORFs support regulatory pQTN
pQTN affects expression of PLAG1-encompassing domain
Reporter assays and EMSA support causality of pQTN in PLAG1-CHCHD7
bidirectional promoter
Identifying the causative gene
HT sequencing identifies 13 candidate pQTN
Exploiting haplotype diversity to eliminate 5/13 candidate pQTN
Functional analysis of the QTN
Stature
A QTL affecting stature maps to BTA14
L+LD fine-mapping defines a 750 Kb CI
Naturally occurring null allele excludes CHCHD7
Conclusions
Conclusions
QTN modulating the transcription rate of a chromosome
domain encompassing PLAG1 control bovine stature
Domestic animal populations have unique features
facilitating the genetic dissection of complex traits
(line-crosses, harems, reduced effective population size,
haplotype diversity)
Haplotype sharing may not always be effective for the
identification of old QTN
The QCA can be applied in outbred populations using
naturally occurring null alleles
Thank you for your attention
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