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Methodology
Control(no treatment)
Estrogen(5 uM)
4-nonylphenol(5 uM)
Cultured Cells, Isolated RNA, RTed to cDNA
Data analyzed by Spotfire software
RT-PCR performed with ESR2 gene and beta-actin reference gene
Applied cDNA to microarray chips. Which were then scanned for detection of gene expression by chemiluminescence
U937 Human Immune Cells (ATTC, USA)
Scanned chip containing DNA oligo information. A display of the gene profiling capabilities offered by microarray technology
Figure 2: (A) Scatterplots of gene expression analyzed by DNA microarray. The probe ID’s for each gene is represented by the x-axis and the fold changes in gene expression for the experimental samples based on the fluorescence-based detection signals of the mRNA levels in the control are represented by the y-axis. (B) Remaining genes after filtering by modulation and normalization with the b-actin reference gene.
Genes that exhibited 2-fold regulation
Genes that exhibited 2-fold regulation
A B
Genes altered with E2 treatment after 48 hours
Genes altered with 4-NP treatment after 48 hours
Gene Ontology Database Gene_IDGene_Name Gene_Symbol
hCG21449.3;hCG21449.3 estrogen receptor 2 (ER beta) ESR2
hCG2016877;hCG2016877 peroxiredoxin 5;estrogen-related receptor alphaESRRA;PRDX5
hCG31941.3;hCG31941.3 estrogen receptor bining protein ERBP
hCG1796030.1;hCG1796030.1peroxisome proliferative activated receptor, gamma, coactivator 1, beta
PPARGC1B
hCG28493.2;hCG28493.2 retinol dehydrogenase 8 (all-trans) RDH8
hCG1811630.1;hCG1811630.1 estrogen receptor 1 ESR1
hCG20789.4;hCG20789.4 egl nine homolog 2 (C. elegans) EGLN2
hCG21644.4;hCG21644.4;hCG28380.2 estrogen-related receptor beta ESRRB
hCG2015551;hCG2015551 DEAD (Asp-Glu-Ala-Asp) box polypeptide 54 DDX54
hCG21644.4;hCG28380.2;hCG21644.4 estrogen-related receptor beta ESRRB
hCG24417.4;hCG24417.4 RAS-like, estrogen-regulated, growth inhibitor RERG
hCG1781443.2;hCG1818318.1;hCG1781443.2 UDP glycosyltransferase 2 family, polypeptide B4 UGT2B4
hCG1776094.1;hCG1776094.1 tripartite motif-containing 47 TRIM47
hCG25939.2;hCG25939.2 repressor of estrogen receptor activity REA
hCG2028796.1;hCG2028796.1 breast cancer anti-estrogen resistance 3 BCAR3
hCG2010626;hCG2010626 RNA binding motif protein 9 RBM9
hCG20144.4;hCG20144.4 RNA binding motif protein 14 RBM14
hCG24804.3;hCG24804.3 estrogen-related receptor gamma ESRRG
hCG1781443.2;hCG1818318.1;hCG1781443.2 UDP glycosyltransferase 2 family, polypeptide B4 UGT2B4
hCG1796030.1;hCG1796030.1peroxisome proliferative activated receptor, gamma, coactivator 1, beta
PPARGC1B
hCG38316.2;hCG38316.2sulfotransferase family 1E, estrogen-preferring, member 1
SULT1E1
# Of Genes Induced By E2 and4-NP
by a > or = 2-Fold Change from theControl
E2 4-NP
Hierarchical Clustering Normalized Heat Map
14,913(45.0%)
414(1.2%)
54(60.0%)
7(7.8%)
8(8.9%)
633(1.9%)
E2 4-NP
All genes from thewhole-genomenanochips(33,155)
Genes fromcustomizedportfolio(90)
BA
Figure 3: (A) Venn Diagram which shows the number of genes that exhibited significant changes in gene expression after the application of E2 and concentrations of NP. (B) A normalized hierarchical clustering heat map performed in order to similarities of genes and to what extent they were affected. Genes that were downregulated significantly are illustrated by the green while red denotes genes that were upregulated by at least 2-fold.
E2 (5uM) 4-NP (5uM)
Signal-to-Noise Values of Four Genes Involved in Estrogen Signaling
Figure 5: This figure indicates that E2 and NP have the potential to down regulate the estrogen receptor beta (ESR1) and the estrogen receptor related beta (ESRR-β) and up regulate repressor estrogen receptor activity (REA) (at their respective concentrations). ESR1 does not exhibit a significant pattern. These data appear to demonstrate that NP as well as enhanced estrogen levels diminishes estrogen beta activity negatively.
Signal to Noise Values For Four genes From the Portfolio/List
Probe_ID Gene Symbol Gene Name ControlE2
5µM 4NP 5µM
147628 ESR1 estrogen receptor 1 3.39 -0.56 5.23
202485 ESR2 estrogen receptor 2 (ER beta) 13.22 2.34 1.87
171023 ESRRB estrogen-related receptor beta 46.7 32.35 29.92
177753 REArepressor of estrogen receptor activity 38.57 60.38 61.04
Signal Responses from Scanned Chips
Graphical Representation of Significantly Altered Genes
Sample of the 90 Customized Portfolio of Genes(GeneEntrez, GeneOntology)
RT-PCR Gene Profile of ESR2
020406080
100120140
Control (NoTreatment)
E2 (5 uM) 4-NP (5 uM)
Treatments
mRNA
/B-act
in mR
NA (%
)
Figure 7: RT-PCR Analysis of Intensity of ESR2 gene expression normalized with the internal control gene beta-actin. This data serves as a validation for the microarray analysis.
RT-PCR Gene Expression Profile
ESR2 β-actin
1 2 3 4 1 2 3 4
Figure 6: These gels exhibit expression of the ESR2 gene the β-actin reference gene. Lane 1=control, Lane 2 =E2 5uM, Lane 3=control and Lane 4 = 4-NP 5uM.
n=4
n=4 n=4