This web page was produced as an assignment for an
undergraduate course at Davidson College.
Song, et
al's"Deep RNA Sequencing Reveals Novel Cardiac Transcriptomic
Signatures for Physiological and Pathological Hypertrophy"
Figure 2
This figure begin to explore the general
interaction patterns of DEGs in PAH and PHH models,
attempting to identify key players in the
differentiation of the hypertrophy models.
![Figure_2A](Fig%202A.png)
Part A of this figure
represents a network of interactions of the genes up-regulated in PAH
heart tissue relative to the normal or PHH heart tissue. The network was
derived through Ingenuity
Pathway Analysis (IPA), a software approach which generates
plausible interactions of genes/proteins, based on interactions described in
scientific literature. Each red node represents a gene upregulated in PAH
relative to controls or PHH heart cells. White nodes thus represent genes
expressed in PAH but also control heart cells.
This approach showed that the transcription
regulator genes Foxm1 (Forkhead
box M1),
Plk1
(polo-like kinase 1) and
E2F1
(E2F transcription factor 1) – or more directly their corresponding
proteins – are implicated in the regulation of a number of other proteins
involved in PAH suggesting a strong role of these proteins in PAH
pathogenesis.
Part B of this figure elaborates on
figures 1B and 2A, providing histograms illustrating the degree of
expression of the three specific genes which, as portrayed above, are
strongly implicated as upstream regulators of many factors involved in
PAH. The y axes, though unlabeled, represent the relative
degree of gene expression in each experimental group at each point along the
gene, based on the number of reads collected from each of the four mouse
types' that could be mapped to the UCSC Genome Browser database. Each
of these three genes is seen to be over-expressed in the PAH models (TAC)
relative to PHH models (Exercise) or controls (Sham and Sedentary),
further implicating these proteins in PAH pathogenesis. Positions
along each gene are designated by the blue lines below the TAC read from
each gene category, where thicker segments correspond to exons.
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)
Part C of this
figure shows variations in sequences (illustrated in the sequence logos;
the four diagrams with variable T, A, G and C heights) 1000 base pairs
upstream of 417 genes up-regulated in PAH. This was done to inspect
whether these sequences matched the binding sites of the transcription
factors FOXM1 and PU.1, to substantiate these transcription factors'
influence over expression of these genes.
The first and third sequence logos from the top show the consensus
sequences (binding sites) of FOXM1 and PU.1 respectively (whose expression
across experimental groups are represented in the horizontal heatmaps; both
are particularly enhanced in PAH models), and the patterns observed in the
PAH up-regulated genes are shown in the second and fourth letter diagrams
from the top. Letter height relative to a given position in a motif
corresponds to the frequency at whcih a given nucleotide occurs at that
position. Overall height at a position corresponds to "information
content," corresponding to the probability at which the given
nucleotide ratio labeled at a given position will be identified.
Given the similarity between these genes' upstream
promoter regions and the consensus sequences of FOXM1 and PU.1, this
figure suggests that the expression of many of the genes upregulated in
PAH is influenced by activity of FOXM1 or PU.1, with FOXM1 being more
selectively involved in the process as it is the only of the two
proteins selectively up-regulated in PAH.
Sh = sham; T = TAC; Se = sedentary; Ex =
exercise.
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)
Figure 2D provides another
heatmap representing the degree of expression of the
genes targeted by FOXM1. Strong expression of FOXM1 as
reported in figure 2C is more notable due to the accompanying increased
expression of the protein's downstream targets, further implying that this
protein exerts a key role in PAH pathogenesis.
PMID = PubMed Identifier (a number associated with PubMed
databases with the corresponding gene.
Overall, figure 2 suggests FOXM1 as a likely
transcription factor involved in PAH pathogenesis due to its and its
targets up-regulation in PAH relative to PHH models and controls.
Table 1 and subsequent figures elaborate further on some of the gene
expression differences between PAH and PHH, focusing on alternative
splicing, a more specific aspect of genomic alterations that may occur
between PAH and PHH models.
References
Song,
H. K., Hong, S. E., Kim, T., Kim D. H., et al. (2012). Deep
RNA sequencing reveals novel cardiac transcriptomic signatures for
physiological and pathological hypertrophy. PLoS One, 7,
e35552.
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