Title: Integrated Genomics to Enhance Host Resistance to Bacterial Colonization in Poultry
1Integrated Genomics to Enhance Host Resistance to
Bacterial Colonization in Poultry
Chinese Poultry Conference July 2009 Harbin,
CHINA
Department of Animal Science Iowa State
University, Ames, Iowa USA
2Iowa State University -- in wintertime
Financial Support to Lamont Lab Animal Health
Formula Funds BARD Research and Postdoctoral
Grants Cargill Research Excellence
Fellowship Iowa Agriculture Experiment
Station Midwest Poultry Research Program Poultry
Breeding and Genetics Companies USDA-CSREES
National Research Initiative USDA National Needs
Fellowships US Poultry Genome Coordinators
3Why study host response to Salmonella?
- Millions of Salmonella food-poisoning cases
annually in US, with 500-1000 deaths in
susceptible individuals - Many trace-backs to improperly handled poultry
products (Proper food handling prevents the
problem!)
- Horizontal transmission (fecal shedding) and
vertical transmission from hens to table
and fertile eggs (chicks) - Consumer concern about antibiotic use in food
animals - Goal identify and use naturally occurring
biodiversity to enhance host resistance to
Salmonella colonization of live birds
4Integrated research to elucidate host bird
response to Salmonella enteritidis
- Biological resources
- Advanced intercrosses
- Cell lines
- SNPs
- Candidate genes
- Genome-wide QTL
- Gene expression
- Q-PCR
- Microarrays
- siRNA gene knock-downs
- Immunohistochemistry
- Proteomics
5Anticipated Impacts
- Practical tools to use the existing
biodiversity in poultry populations for genetic
selection to improve host resistance to bacterial
colonization - Enhanced fundamental understanding of host
resistance mechanisms to bacteria, at the tissue,
cellular and molecular levels - Improved poultry health, production efficiency,
and pre-harvest food safety
6Broiler
Reduce linkage disequilibrium by producing
advanced intercross lines
7Reduction of linkage disequilibrium in AIL F2
versus F8 Haploview Chromosome 3
- Why is linkage disequilibrium (LD) important?
- To precisely locate genetic control of traits
8Reduction of linkage disequilibrium in AIL F2
versus F8 Haploview Chromosome 3
9Experimental Design Salmonella InfectionF8
Advanced Intercrosses
Candidate gene studies
SE challenge
104 CFU of SE
Day 1
Day 7 or 8
Organ Harvest
SE Count
Frozen Tissue
Total RNA Isolation
10Gallinacins (Chicken beta-defensins)Biological
Candidate Gene Family
- Anti-microbial peptides
- Found in species from plants to insects to
mammals - Kill broad range of bacteria
- Bind to microbial membranes and form membrane
channels - Cluster of genes on GGA3
Ganz, T. 2003
11Gallinacin SNPs and Salmonella response
12Gallinacin SNPs and Salmonella response
X
X
Hasenstein Lamont. 2007. Avian Dis. 51561-567
X
Two recombination hotspots in the Gallinacin
gene cluster
13Gallinacin SNPs and Salmonella response
X
X
Bacterial load in cecum of Broiler x Leghorn
AIL
Significant (P lt 0.05) in 4 of 10 gene tests P lt
0.008 for haplotype effect of Gal 11,12, 13
Gallinacin gene SNPs associated with bacterial
load in cecum
14Experimental Design Salmonella InfectionF8
Advanced Intercrosses
Candidate gene studies
SE challenge
High-density SNP genotyping(Illumina)
104 CFU of SE
Day 1
3072 SNP panel designed by U.S. Poultry Genome
Co-Coordinator, Hans Cheng et al.
Day 7 or 8
Organ Harvest
SE Count
Frozen Tissue
Total RNA Isolation
15Lots and lots of chicken SNPs
Nature 432 717-722, 2004
Slide modified from Hans Cheng
16Genome-wide QTL scan for bacterial load in spleen
and cecum (GGA3)
Beta-defensins
Spleen bacterial burden
Red line FDR of 0.25
Cecum content bacterial burden
Hasenstein et al. 2008 Dev. Biolog. 132 213-218
17Immune and apoptosis genes identified in
genome-wide QTL study
- TIRAP TLR4 controlled response to endotoxins
- IBTK activated by LPS and required for TNF
production - STK39 response factor to hypotonic stress,
serves as an immediate response to cellular
stress - TNS1 involved in signal transduction,
negatively regulates activation of NF?B - IGF1R mediates proliferation and apoptosis
- MAPK9 transmembrane tyrosine kinase, implicated
in cellular apoptosis
18Immune function genes and signaling pathways in
Salmonella infection
Bold squares genes identified in current
genome-wide SNP study with SE and AIL
chickens Dashed squares genes previously
identified with SNP associated with SE response
in chickens
19Experimental Design Salmonella InfectionF8
Advanced Intercrosses
Candidate gene studies
SE challenge
High-density SNP genotyping(Illumina)
104 CFU of SE
- Gene expression studies
- Single genes
- Microarray
- siRNA
Day 1
3072 SNP panel designed by U.S. Poultry Genome
Co-Coordinator, Hans Cheng et al.
Day 7 or 8
Organ Harvest
SE Count
Frozen Tissue
Total RNA Isolation
20Microarrays
A global approach to gene expression
analysis .
What is happening at the pathway level?
21Experimental design for Affymetrix array
Pheno-group
Microarray
Harvest time
H-SE (3)
6
AIL F8
Day 7 (8)
Br ? Leg (16)
L-SE (3)
6
Day 8 (8)
NO-SE (2)
4
H-SE (3)
6
Day 7 (8)
Br ? Fay (16)
L-SE (3)
6
Day 8 (8)
NO-SE (2)
4
H high bacteria load, L Low bacteria load,
NO-SE not inoculated Red number sample size
22Affymetrix Chicken GeneChip
- 33K transcript oligo array, with 28K genes
represented - Cecal tissue, one wk post-infection with
Salmonella - Individual hybridizations
- 146 transcripts consistently differentially
expressed with SE inoculation (challenge vs
no-challenge), regardless of genetic line cross
or tissue harvest day - Applied bioinformatic analyses
23Affymetrix Chicken GeneChip
- 33K transcript oligo array, with 28K genes
represented - Cecal tissue, one wk post-infection with
Salmonella - Individual hybridizations
- 146 transcripts consistently differentially
expressed after SE inoculation (challenge vs
no-challenge), regardless of genetic line cross
or tissue harvest day - Applied bioinformatic analyses
Gene examples CD3, CD4, CD8
IL2RG, IL13RA2, IL20RA IL16, IL18, K203
LITAF, SOCS1 TLR1, TLR15
24Bioinformatics shows the important genes fitted
into networks and pathways for response to
Salmonella infection Example
shown NF-kappa-B signaling
25What is happening at the cellular level?
Whole tissue Cell populations
functions gene expression
- Proliferation
- Differentiation
- Migration
- Death
26Immunohistochemistry in the cecum one week after
SE infection
- Labeled frozen sections
- Macrophages
- Lymphocytes (B T cells)
- Apoptosis
- Annexin (early)
- ssDNA (late)
27Immunohistochemistry in the cecum one week after
SE infection
- Labeled frozen sections
- Macrophages
- Lymphocytes (B T cells)
- Apoptosis
- Annexin (early)
- ssDNA (late)
Uninfected
SE Infected
Macrophage staining
ssDNA staining
28Cecal cell composition differencesone week after
SE infection
P lt 0.05
P lt 0.05
Cell Population/Functional Type
Stealthy SE Increased macrophage number, but
decreased late apoptotic cells
29Mechanisms at the single-gene level?
- Study selected genes in intensive system
- Apply RNA interference (RNAi) technology to
examine gene function in chicken macrophages - Question Does siRNA-mediated knock-down of iNOS
gene in chicken macrophages alter nitric oxide
(NO) production and gene expression?
30RNAi technology
Iorns, E., et al. 2007. Nat. Rev. Drug Discov.
6556-568.
31Key role of iNOS in antimicrobial response
LPS IFNG
Lowenstein and Padaldo. 2004. J Cell
Sci1172865-2867.
32Experimental design Chicken macrophages and
siRNA
HD11 chicken macrophage
line Targeted iNOS gene with
siRNA and IFN? Gene expression (iNOS)
NO production
33Reduced iNOS mRNA expression in iNOS
siRNA-treated HD11 macrophages
Each siRNA reduces iNOS expression cocktail
reduces more
34Reduced NO production in iNOS siRNA-treated HD11
macrophages
35Mechanisms at the single-cell level?
- Study cell lines in intensive in vitro system
- Apply microarray technology to examine global
gene expression in chicken macrophages - Question Does endotoxin from Salmonella alter
chicken macrophage gene expression and what
pathways are affected?
36Experimental Design endotoxin stimulation of
chicken HD11 macrophages
Chicken Macrophage Cell line HD11
Affymetrix GeneChip chicken genome array
Statistical analysis
Bioinformatic analysis, Ingenuity Pathway
Analysis software
37Consistent signature of NFKBIA, IL1B, IL8
38NFKB key node
39Summary Structural Genomic Studies
- Successful implementation of
- AILs in chickens to reduce LD
- Analyzed beta-defensin gene cluster
- Utilize a high-density SNP array
- for genome-wide QTL scan
- Identified 21 SNPs for host
- genetic control of SE colonization
- in or near 19 candidate genes
- New candidate genes identified for targeted
investigation - Many genes in known pathways of immune response
- Little overlap (2 of 19 genes) in genetic control
of bacterial burden in different sites in host
tissue-specific control
40Summary Functional Genomic Studies
- Pathways associated with host
- response to Salmonella by testing
- variation in gene structure or
- gene expression or both
- Cytokines and chemokines
- TLRs
- Apoptosis
- iNOS
- NFKB
- Infected cecum showed increase in macrophages and
decrease in late apoptotic cells stealthy
Salmonella - RNAi applied to verify gene function in important
mechanism of resistance to bacterial colonization
41The good news
- Despite long-term and stringent genetic selection
for growth or egg production, domestic poultry
continue to improve in the traits under genetic
selection - Genetic mutation
- Interaction of genes in complex networks
- Immunity and quality traits are almost untapped
resources, with much opportunity for genetic
improvement
National Geographic, April 2005
42E Sandford
C Ciraci
S Redmond
L Pernis
Thank you to the lab and collaborators!
2008
J Cheeseman
B Abasht
X Ye
R Fernando
J Hasenstein
M Kaiser
C Andreasen
J Dekkers
A Hassen
2005
D Nettleton
P Kaiser
H Cheng
C Tuggle
D Palic
H Lillehoj
L Nolan
L Nolan
P Liu