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Differential Expression Between Cufi cells and Nuli cells
Breathe Project
Yves Berthiaume Grégory VoisinChantal Massé
September 2006
Methodology• Purpose: to note the differential expression between a CF cell and no-
CF cell to understand inflammation in CF disease.
• Used cells: a new cellular model cell of epithelial pulmonary cells (immortalized lines) developped by J.Zabner.
Nuli : non CF.Cufi : CF phenotype ( homozygote ∆F508)
• Technologie: Microarray analysis with Affymetrix Array U133.2.0 ( 54 000 transcripts), 3 technicals replicats Nuli and 3 technicals replicats Cufi.
• Statistic Analysis of microarray: bioconductor (Limma), based on a linear model (the expression probability ≥ to 50 % with a Pvalue minimum equals to 0,01).
• Analysis of Gene Ontology with Onto-Express (Sorin Draghici).• Analysis of Pathway with Pathway-Express (Sorin Draghici).
Results Gene Ontology analysis
• 2335 modulated probesets = 1659 annoted genes (+202 NA annotation genes) 785 annotated Up-regulated genes
+ 32 not annotated Up-regulated genes
874 annotated Down-regulated genes
+ 170 not annotated Down-regulated genes
• Inflammatory response
excessive
• Modification of metabolism:
lipid, protein
Conclusion of GO analysis…about inflammatory response
• Up-regulation of GO = immune response, inflammatory response, chemotaxis, cell adhesion.
• Inflammatory actors : IL6 , IL8, SPINK5, CXCL10, CXCL11 , CXCL1, 2,3,5,6, IFIT1,3,IL1R2,TNFAIP6, S100A12.
Results of Metabolic Pathway analysis
• Two modulated pathways:
Toll-like receptor Pathway (path: hsa04620):
adjusted Pvalue : 8.231x10e-3
Jak/Stat signaling pathway (path: hsa04630):
adjusted Pvalue : 3.285x10e-4
Expression Ratio Q-PCR analysisin Toll-Like Receptor Signaling Pathway
expression de STAT2Pvalue = 0.03 , ratio 1.8
0.0000
0.2000
0.4000
0.6000
0.8000
1.0000
1.2000
1.4000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
Expression de IL1b par PCRp=0.0004 ratio = 3,6
0
0.5
1
1.5
2
2.5
3
3.5
4
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
Expression d'IL6p=0,01 , ratio= 5.4
0
1
2
3
4
5
6
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
Expression de IL8Pvalue= 0,002
0
0.5
1
1.5
2
2.5
3
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
EXPRESSION DE CXCL10p=0.028, ratio= 5,5
0.0000
1.0000
2.0000
3.0000
4.0000
5.0000
6.0000
7.0000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
expression de CXCL11p=0,01 , ratio = 4,9
0
1
2
3
4
5
6
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
expression de STAT1Pvalue = 0.006 , ratio= 2.1
0.0000
0.5000
1.0000
1.5000
2.0000
2.5000
3.0000
Nuli_CTL1 Nuli_CTL2 Nuli_CTL3 Cufi_CTL1 Cufi_CTL2 Cufi_CTL6
expression de C-FOSpvalue = 0.63, ratio = 0.9
0.0000
0.2000
0.4000
0.6000
0.8000
1.0000
1.2000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
expression de MYD88pvalue= 0,88 , ratio =1,1
0.0000
0.2000
0.4000
0.6000
0.8000
1.0000
1.2000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6 expression de MAPK8pvalue = 0.6 , ratio = 0.9
0.0000
0.2000
0.4000
0.6000
0.8000
1.0000
1.2000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
CUFINULI
In summary, ratio expression in Cufi versus Nuli (Q-PCR)
• IL1beta: : expression X 5
• IL6 : : expression X 4
• IL8: : expression X 4
• CXCL10 : expression X 5
• CXCL11 : expression X 5
Other interesting observationsexpression de GSTT1
(Q PCR)
0.0000
0.2000
0.4000
0.6000
0.8000
1.0000
1.2000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
expression de CLCA4 (Q PCR)pvalue = 0.0001 , ratio = 4,7
0.0000
0.5000
1.0000
1.5000
2.0000
2.50003.0000
3.5000
4.0000
4.5000
5.0000
Nuli-CTL1 Nuli-CTL2 Nuli-CTL3 Cufi-CTL1 Cufi-CTL2 Cufi-CTL6
GSTT1: x 0.1 (microarray ratio)
CLCA4: : x 6 (microarray ratio)
Future experiments -1
• Principal conclusion: Activation of TLR signaling pathway in Cufi cells.
• Experiments to be done to validate this conclusion: -NF-kB cascade. -activation (phosphorylation and translocation) of STAT 1,2. -activation of Myd 88.
-measurement of protein expression (cytokines and signaling molecules).
Future experiments -2
1. To complete analysis of this gene expression response following oxidative stress.
2. Validation of information in human primary cells.
Cufi - Physiological response - DMNQ 24h
Ctl
DMNQ 5
µM
DMNQ 1
0µM
DMNQ 1
5 µM
DMNQ 2
0 µM
0
25
50
75
100
0
100
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300
400
500
600
700
800
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