Systematic analysis of palatal transcriptome to identify cleft palate genes within TGFβ3-knockout mice alleles: RNA-Seq analysis of TGFβ3 Mice
Systematic analysis of palatal transcriptome to
identify cleft palate genes within TGFβ3-knockout
mice alleles: RNA-Seq analysis of TGFβ3 Mice
Ozturk et al.
Ozturk et al. BMC Genomics 2013, 14:113
http://www.biomedcentral.com/1471-2164/14/113
Ozturk et al. BMC Genomics 2013, 14:113
http://www.biomedcentral.com/1471-2164/14/113
RESEARCH ARTICLE
Open Access
Systematic analysis of palatal transcriptome to
identify cleft palate genes within TGFβ3-knockout
mice alleles: RNA-Seq analysis of TGFβ3 Mice
Ferhat Ozturk1,4, You Li2, Xiujuan Zhu1, Chittibabu Guda2,3 and Ali Nawshad1*
Abstract
Background: In humans, cleft palate (CP) accounts for one of the largest number of birth defects with a complex
genetic and environmental etiology. TGFβ3 has been established as an important regulator of palatal fusion in mice
and it has been shown that TGFβ3-null mice exhibit CP without any other major deformities. However, the genes that
regulate cellular decisions and molecular mechanisms maintained by the TGFβ3 pathway throughout palatogenesis are
predominantly unexplored. Our objective in this study was to analyze global transcriptome changes within the palate
during different gestational ages within TGFβ3 knockout mice to identify TGFβ3-associated genes previously unknown
to be associated with the development of cleft palate. We used deep sequencing technology, RNA-Seq, to analyze the
transcriptome of TGFβ3 knockout mice at crucial stages of palatogenesis, including palatal growth (E14.5), adhesion
(E15.5), and fusion (E16.5).
Results: The overall transcriptome analysis of TGFβ3 wildtype mice (C57BL/6) reveals that almost 6000 genes were
upregulated during the transition from E14.5 to E15.5 and more than 2000 were downregulated from E15.5 to E16.5.
Using bioinformatics tools and databases, we identified the most comprehensive list of CP genes (n = 322) in which
mutations cause CP either in humans or mice, and analyzed their expression patterns. The expression motifs of CP
genes between TGFβ3+/− and TGFβ3−/− were not significantly different from each other, and the expression of the
majority of CP genes remained unchanged from E14.5 to E16.5. Using these patterns, we identified 8 unique genes
within TGFβ3−/− mice (Chrng, Foxc2, H19, Kcnj13, Lhx8, Meox2, Shh, and Six3), which may function as the primary
contributors to the development of cleft palate in TGFβ3−/− mice. When the significantly altered CP genes were
overlaid with TGFβ signaling, all of these genes followed the Smad-dependent pathway.
Conclusions: Our study represents the first analysis of the palatal transcriptome of the mouse, as well as TGFβ3
knockout mice, using deep sequencing methods. In this study, we characterized the critical regulation of palatal
transcripts that may play key regulatory roles through crucial stages of palatal development. We identified potential
causative CP genes in a TGFβ3 knockout model, which may lead to a better understanding of the genetic mechanisms
of palatogenesis and provide novel potential targets for gene therapy approaches to treat cleft palate.
Keywords: RNA-Seq, Next-generation sequencing, TGFβ3, Knockout, Transcriptome, Cleft palate, Palatogenesis, Palate,
Craniofacial
* Correspondence:
1
Department of Oral Biology, College of Dentistry, University of Nebraska
Medical Center, 40th and Holdrege St, Lincoln, NE 68583, USA
Full list of author information is available at the end of the article
© 2013 Ozturk et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly cited.
Ozturk et al. BMC Genomics 2013, 14:113
http://www.biomedcentral.com/1471-2164/14/113
Background
Cleft palate (CP) is the second most common birth defect
(1/800 live births) in humans, and is caused by the lack of
fusion of the embryonic palatal shelves early in gestation
(6–10 weeks) [1]. The formation of a continuous palate
is a complex process involving multiple steps, including:
palatal shelf growth, elevation, attachment, and fusion.
The stages of palatogenesis are regulated by numerous
genes that are essential for normal palate development.
Our laboratory has a long-standing interest in identifying the genetic and molecular mechanisms that regulate
palatogenesis in order to understand the factors
involved in the development of orofacial clefts [2-11]. It
has been shown that both genetic and environmental
elements contribute to the development of cleft palate
[12,13]. We previously presented that Transforming
Growth Factor (TGF)-β isoforms play essential roles in
the regulation of palatal morphogenesis, including the
finding that TGFβ3 mediates palatal fusion both in primary cells and organ culture [5,14,15]. According to several population-based mutation screening studies, TGFβ3
is considered a candidate gene for non-syndromic CP in
humans [16-22]. Furthermore, TGFβ3 knockout mice are
born with CP but lack other major defects [23-25].
In our earlier studies [26], we examined gene expression
during palatal fusion in normal mice using microarray
analysis and detected several genes essential for completion of palatal development. As genome sequencing technologies advanced, it has become feasible to systematically
analyze global transcriptomal changes and identify the key
molecular components in the developing palate during
crucial stages of palatogenesis. Failure to regulate functional or structural genes during these stages may result in
cleft palate. Next-generation sequencing (NGS) technologies, or RNA-Seq, have recently emerged as a revolutionary tool of transcriptomics [27] by revealing the complex
landscape of the transcriptome with high-throughput at
an incomparable level of sensitivity and accuracy [27,28].
The results of RNA-Seq demonstrate high levels of reproducibility for both technical and biological replicates
[29,30]. The analysis of TGFβ3 knockout mice by RNA-Seq
provides a valuable resource to facilitate our understanding
of the complex genetic and molecular mechanisms of
palatogenesis. This technology also allows us to detect allelic and splice variants of some of the genes involved in
palate development in TGFβ3 knockout mice, which is currently beyond the scope of this article.
Evidence suggests that TGFβ3 is essential to palatogenesis, especially during embryonic days (E) E14.5 to
E16.5. However, the cellular mechanisms maintained
and regulated by TGFβ3 signaling have not been extensively explored to enable an understanding of those
genes functionally regulated by TGFβ3 during normal
palatogenesis or those genes deregulated in TGFβ3-null
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mice. Our objective in this study was to analyze transcriptome changes and their contribution to the development of CP among different gestational ages and
TGFβ3 knockout alleles. In this study, we (...truncated)