Abstract
Background
Digestion is facilitated by coordinated contractions of the intestinal muscularis externa, a bilayered smooth muscle structure that is composed of inner circular (ICM) and outer longitudinal (OLM) muscles. We performed transcriptome analysis of intestinal mesenchyme tissue at E14.5, when the ICM, but not the OLM is present, to investigate the transcriptional program of the ICM.
Results
We identified 3967 genes enriched in E14.5 intestinal mesenchyme. The gene expression profiles were clustered and annotated to known muscle genes, identifying a muscle- enriched subcluster. Using publically available in situ data, 127 genes were verified as expressed in ICM. Examination of the promoter and regulatory regions for these co-expressed genes revealed enrichment for cJUN transcription factor binding sites and cJUN protein was enriched in ICM. cJUN ChIP-seq, performed at E14.5, revealed that cJUN regulatory regions contain characteristics of muscle enhancers. Finally, we show that cJUN is a target of Hedgehog (Hh), a signaling pathway known to be important in smooth muscle development, and identify a cJUN genomic enhancer that is responsive to Hh.
Conclusions
This work provides the first transcriptional catalog for the developing ICM and suggests that cJUN regulates gene expression in the ICM downstream of Hh signaling.
Keywords: intestinal development, visceral smooth muscle, cJun, Hedgehog signaling, enhancers
Introduction
Smooth muscle is a critical component for the function of many organs, including respiratory (Tollet et al., 2001; Goyal and Chaudhury, 2008), urogenital (Baker and Gomez, 1998; DiSandro et al., 1998) and gastrointestinal tissues. The adult intestine contains several populations of ISM, located in different regions of the tube. A thin muscularis mucosa lies just beneath the epithelium, while the muscularis externa (ME) forms the outside of the tube, surrounding the mucosa and submucosa. The bi-layered ME contains an inner circular (ICM) and outer longitudinal muscle (OLM), with enteric nerves nestled between these layers (Gabella, 1985; Thomason et al., 2012).
The smooth muscle populations of the ME are of particular clinical interest because of their critical role in gut motility (Bitar, 2003). Alterations to muscle contractility are seen in irritable bowel syndrome (Whorwell et al., 1986; Van der Vliet et al., 1992; Abrams et al., 2012) and during gut inflammation (Ohama et al., 2007). Some forms of chronic intestinal pseudoobstruction are also rooted in ISM pathology (visceral myopathy) (Antonucci et al., 2008). Both familial (Anuras et al., 1981; Sipponen et al., 2009) and sporadic cases (Montalvo et al., 2004) of visceral myopathy have been reported and a few susceptibility loci have been identified, including DNA POLG (Ch.21) (Vissing et al., 2002; Van Goethem et al., 2003; Giordano et al., 2009) and ACTG2 (Ch 2) (Lehtonen et al., 2012; Holla et al., 2014; Thorson et al., 2014; Wangler et al., 2014). Interestingly, the various ISM layers can be differently affected. Pathological changes specific to the muscularis mucosae (Alstead et al., 1988) or to the OLM (Anuras et al., 1983) have been reported and loss of alpha-smooth muscle actin expression has been noted specifically in the ICM (Smith et al., 1992; Donnell et al., 2008).
In addition to their distinct patterns of pathology, the layers of ISM develop in different time windows. The ICM is the first layer to appear; it is well developed by embryonic day 14 (E14). The OLM becomes clearly organized by E16 (Kedinger et al., 1990; Thomason et al., 2012). Development of villus smooth muscle occurs at approximately E18, while the sub-epithelial muscularis mucosa matures after birth (Kolterud et al., 2009; Zacharias et al., 2011).
Despite their critical importance to gut homeostasis, little is known about the molecular characteristics or gene regulatory programs of any of the ISM layers. In this study, we report the first transcriptome profile for the embryonic intestinal ICM. The early development of the ICM allowed us the opportunity to restrict the analysis to that layer. Using clustering analysis of RNA-seq data in combination with publically available in situ expression data for the E14.5 mouse (Visel et al., 2004; Diez-Roux et al., 2011), we identified a subcluster of over 100 genes with confirmed expression in the ICM and analyzed the promoters of co-clustered genes to identify transcription factors that might be involved in the regulation of these ISM genes. Among these enriched transcription factors was cJUN; antibody staining of intestinal sections confirmed that cJUN protein is strongly expressed in ICM. Further ChIP-seq studies identified 2741 potential cJUN regulatory regions that are also expressed in ICM. Our data suggest a previously undocumented role for cJUN in the regulation of the ICM transcriptional program.
We also further explored the regulatory relationship between cJUN and Hedgehog (Hh) signaling with respect to ICM gene regulation. Hh has been previously shown to be important in activating gene expression in smooth muscle of several tissues, including the bladder (Shiroyanagi et al., 2007; Liu et al., 2010; Tasian et al., 2010), intestine (Sukegawa et al., 2000; Kolterud et al., 2009; Zacharias et al., 2011; Huang et al., 2013) and ureter (Yu et al., 2002; Caubit et al., 2008). Here, we document that cJUN is a Hh target and identify an enhancer that mediates Hh-dependent cJUN induction.
Results and Discussion
Identification of intestinal visceral smooth muscle genes
We began this analysis by identifying genes that are enriched in the mesenchymal layer of the E14.5 intestine. To do this, we separated epithelial and mesenchymal tissue populations from WT mouse intestines at E14.5 and collected RNA from each layer for high-throughput sequencing (see Methods). The two transcriptomes were compared to identify genes that were differentially expressed between the intestinal mesenchyme (which contains muscle) and the intestinal epithelial tissue (which is devoid of muscle). This analysis identified 3967 (adjusted p-value ≤ 0.05) genes that were at least 2 fold enriched in the mesenchyme tissue (Supplemental Table 1).
To begin to identify potential smooth muscle genes within this enriched set, we used Gene Set Enrichment Analysis (GSEA) (Subramanian et al., 2005). Although its Molecular Signatures Database contained no sets of enriched muscle genes derived from ISM tissue, we reasoned that due to its contractile nature, some smooth muscle genes might overlap with genes identified in vascular, cardiac and skeletal muscle. Indeed, overlap between gene expression and regulatory programs in muscle subtypes has been previously observed (Li et al., 1996). Comparing those muscle gene sets to our 3967 mesenchymally enriched genes identified 253 putative ISM genes (enriched muscle gene sets, p-value ≤ 0.05, are listed in Table 1). Using publically available in situ images (Visel et al., 2004; Diez-Roux et al., 2011), we next examined the expression pattern of each of these 253 genes in E14.5 mouse intestine. This analysis confirmed 33 genes that exhibited clear expression in the area of the ICM (Figure 1A).
Table 1.
Gene Set | Genes Found |
Set Size |
Enrichment Score |
NOM p-value |
---|---|---|---|---|
KEGG_VASCULAR_SMOOTH_MUSCLE_CONTRACTION | 37 | 115 | 0.378421 | 0 |
KEGG_CARDIAC_MUSCLE_CONTRACTION | 25 | 81 | 0.374815 | 3.4×10−2 |
REACTOME_MUSCLE_CONTRACTION | 18 | 48 | 0.321722 | 2.1×10−2 |
KAYO_CALORIE_RESTRICTION_MUSCLE_DN | 15 | 89 | 0.297956 | 3.3 ×10−2 |
KAYO_AGING_MUSCLE_UP | 59 | 206 | 0.249085 | 1.1 ×10−2 |
ROME_INSULIN_TARGETS_IN_MUSCLE_DN | 34 | 246 | 0.204829 | 4.8 ×10−2 |
KAYO_CALORIE_RESTRICTION_MUSCLE_UP | 30 | 95 | 0.201314 | 4.8 ×10−2 |
MUSCLE_DEVELOPMENT | 35 | 93 | 0.149875 | 4.6 ×10−2 |
To further expand this ISM dataset, we hierarchically clustered genes that are up-regulated in the mesenchyme (Eisen et al., 1998). Since many of the 33 identified genes were structural genes associated with contractility, we expected that they might be expressed at similar levels within the mesenchyme and that other, similarly expressed genes might also cluster with these genes. Indeed, Figure 1B shows that when the expression profiles of 9490 mesenchymally expressed genes are clustered, all 33 genes with verified expression in the ICM domain (annotated with black tick marks) fall into the same subcluster of 1312 genes. Other genes within this same subcluster, with an average expression value >500 were then examined for localized expression within the ICM (Visel et al., 2004; Diez-Roux et al., 2011). This comparison identified an additional 94 genes that are expressed in the ICM (Figure 1C).
Among the genes that are expressed in the ICM, several (e.g., Actc1, Lmod1, Myom1, Tnnt2) were associated with other muscle types (Gunning et al., 1984; Vinkemeier et al., 1993; Townsend et al., 1994; Zhang et al., 1996). Others are apparently unique to smooth muscle (e.g., Cav1, Cnn1, Myl9, Smtn, Tagln) (Lees-Miller et al., 1987; Kumar et al., 1989; Strasser et al., 1993; van der Loop et al., 1996; Austin et al., 2012). Several expected muscle regulatory factors (e.g., Mef2C, Myocd, and SRF) are present in the expression profile and are expressed in the ICM according to the in situ database, Genepaint.org (Miano, 2003; Wang et al., 2003; Creemers et al., 2006). Additionally, several components or known targets of the Hh signaling pathway (e.g., Boc, Gli1, Gli3, Hhip, Mef2C, Myocd), some of which are known to be enriched in ISM (Kolterud et al., 2009), are present in the list.
These 127 genes are clearly not a comprehensive catalog of ICM gene expression. The analysis is based on one developmental time period (E14.5) and the study was purposefully initiated using genes that are mesenchymally enriched at this time and expressed at medium to high levels. For example, Arid5b, a regulator of smooth muscle differentiation (Watanabe et al., 2002), is not differentially expressed between epithelial and mesenchyme tissue (Teillet et al., 1998) and the SM-associated genes, Il1b and Mitf are both expressed in the mesenchyme but at low levels (Chen et al., 2006; Chi et al., 2007). We also excluded genes that are not expressed in the ICM at E14.5. For example, Pbx1, a transcription factor associated with myogenic programs (Berkes et al., 2004), is mesenchymally enriched in our dataset but is not present in the ICM at this timepoint (Genepaint ID: ES1284).
Identification of transcriptional regulators of intestinal visceral smooth muscle genes
To begin to identify transcription factors that might be responsible for coordinating smooth muscle gene expression, we next used DiRE (Gotea and Ovcharenko, 2008) to analyze the promoter regions of the 1312 genes in the muscle gene subcluster. The top ten transcription factors enriched in these gene promoters included several known to be involved in regulatory programs in skeletal muscle or in vascular smooth muscle, including RP58, NF1, TAL1, NOTCH1, PAX4, cJUN, HOXA9, and MEIS1 (Figure 2A) (Kami et al., 1995; Tao et al., 1998; Knoepfler et al., 1999; Daury et al., 2001; Ema et al., 2003; Di Padova et al., 2007; Yokoyama et al., 2009; Kossler et al., 2011; Raines et al., 2013; Mourikis and Tajbakhsh, 2014; Summers et al., 2015). To narrow this putative regulator list to those potentially relevant to ICM regulation, we again turned to the in situ patterns. Of the top 10 enriched transcription factors, cJUN is unique in that it is expressed robustly in the inner circular muscle region at E14.5 (Figure 2K). Thus, we further examined the role of cJUN in ISM expression.
To confirm cJUN expression in ICM, we examined whether this protein co-localizes with the smooth muscle marker, alpha smooth muscle actin (αSMA) and with GLI1, a target of Hedgehog signaling that is required for intestinal smooth muscle development and maintenance (Ramalho-Santos et al., 2000; Sukegawa et al., 2000; Madison et al., 2005; Kolterud et al., 2009; Zacharias et al., 2011). Intestines from Gli1eGFP/+ mice were immunostained with anti-cJUN, anti-αSMA and anti-eGFP (Gli1) at key timepoints during ISM development (E12.5, E14.5, E16.5 and E18.5). At E12.5, prior to formation of the ICM, αSMA staining marks subepithelial mesenchymal cells. Neither GLI1 nor cJUN localize with cells staining positive for αSMA at this stage (Figure 3A–D). However, GLI1 and cJUN co-localize in a different subset of mesenchymal cells of unknown type (Figure 3RT). By E14.5, when the ICM is clearly formed, cJUN co-localizes entirely with αSMA (Figure 3GH). GLI1 (EGFP) expression is most robust in the inner boundary of the ICM (Figure 3F), as shown previously (Kolterud et al., 2009). At E16.5 cJUN and αSMA mark both the ICM and the newly established outer longitudinal muscle (OLM) layer (Figure 3KL). GLI1 remains most strongly expressed in the ICM (Figure 3J). At E18.5, αSMA marks the cells in the inner circular, outer longitudinal and villus core muscle (Figure 3W). Neither GLI1 nor cJUN are expressed in the villus core muscle prior to birth; however, both are still expressed within the ICM (Figure 3NP). In addition, these two markers stain a population of vascular smooth muscle cells in the submucosal vascular plexus (Figure 3VX).
Identification of cJUN binding locations in E14.5 intestines
Taken together, these data suggest that cJUN may be a regulator of ISM genes; it is enriched in the promoters of mesenchymally enriched genes and it exclusively marks the ICM region at E14.5. To investigate this further, we used ChIP-seq to identify cJUN binding sites. Intestines from E14.5 C57BL/6J fetuses were harvested and grown in culture under conditions identical to the collection of the epithelial and mesenchyme profiles except that the tissue separation was not done. ChIP was performed on whole intestines with cJUN antibody and the resulting libraries were sequenced. In total, 21.1 million cJUN immunoprecipitated and 23.5 million input 50-bp short reads were generated. Using a p-value threshold of < 0.05, 2741 sequence peaks were identified by comparing read enrichment from cJUN immunoprecipitated DNA to input control.
The sequence peaks (Supplemental Table 2) were annotated to the nearest gene by measuring the distance between the coordinates of the center of the peak and the transcriptional start sites (TSS) of neighboring genes. Location of the peak was then categorized as 5’ distal, within 2Kbp of the promoter, within the gene, 3’ proximal, 3’ distal, or within a gene desert (>100 Kbp from the TSS or TES). All peaks that mapped within genes were intronic. Since the majority of peaks were found in gene deserts outside of the immediate vicinity of a gene (Figure 4A), we examined the conservation of these regions (Figure 4B). This analysis demonstrated that conservation was highest in the central peak regions, suggesting that these regions are functionally important (Figure 4B).
Motif analysis of the cJUN peaks revealed enrichment of several muscle-associated transcription factors (Figure 4C). Of particular interest here is the enrichment for SRF, which, with its co-factor, Myocd, is a master regulator of smooth muscle gene expression (Wang et al., 2003; Wang et al., 2004). Enrichment of SRF sites with cJUN sites further supports the idea that these regulatory regions are active in ISM. Other enriched factors of the SOX, FOXO, HOX, TEAD and EGR families were also noted. Members of all of these families have been implicated in the regulation of cardiac muscle, skeletal muscle or vascular smooth muscle (Wang et al., 2001; Schmidt et al., 2003; Wada et al., 2003; Lee et al., 2004; Liu et al., 2005; Meeson et al., 2007; Papanicolaou et al., 2008; Qiu et al., 2011; Benhaddou et al., 2012; Fan et al., 2013; Wang et al., 2013; Liu et al., 2014; Sanchez et al., 2014), though none have been previously characterized in visceral smooth muscle.
To functionally verify enhancer activity, four cJUN peaks were screened for responsiveness in a muscle cell culture assay. The putative regulatory regions were cloned upstream of a minimal promoter that drives luciferase expression and transiently transfected into C2C12 cells along with either a plasmid encoding full length cJUN or a dominant negative version of cJUN (see Methods). For the four regulatory regions tested, all were up-regulated when co-expressed with cJUN. In all cases, co-transfection with the dominant negative cJUN construct diminished luciferase expression (Figure 5A).
Relationship between Hh signaling and cJUN transcription in ISM development
Previous studies suggested the possibility that cJUN and GLI1 might act together to co-regulate genes, since the two factors bind together at the human cJUN promoter (Laner-Plamberger et al., 2009; Amable et al., 2014). The Hh signaling pathway is an established regulator of the development of both the ME and the villus smooth muscle populations (Sukegawa et al., 2000; Yu et al., 2002; Shiroyanagi et al., 2007; Caubit et al., 2008; Kolterud et al., 2009; Liu et al., 2010; Tasian et al., 2010; Zacharias et al., 2011; Huang et al., 2013) and our studies here suggest that cJUN is a regulator of ME genes as well. However, we found no enrichment for predicted GLI TFBS within the cJUN peaks; only 54 predicted GLI TFBS were found within the 2741 cJUN peaks. Though it remains quite possible that these two regulatory factors bind separate enhancers for the same genes, it appears that the co-binding paradigm seen in the human cJUN promoter (Laner-Plamberger et al., 2009; Amable et al., 2014) is not a prevalent regulatory pattern for ISM.
To further probe a possible regulatory relationship between cJUN and GLI in the control of ICM gene expression, we incubated E14.5 intestines in the presence or absence of the Hh inhibitor, cyclopamine, (Chen et al., 2002) and collected both of the transcriptome profiles using RNA-seq. We then examined the response of the verified ICM genes (Figure 1AC). Of the 127 ICM genes, 33% were down-regulated at least 2 fold by cyclopamine, confirming a substantial effect of Hh signaling on the maintenance of ICM gene expression. Among the other genes down-regulated by cyclopamine treatment were Hh pathway components (fold change adj. p-value <0.05 (FC): Gli1, −138.14; Ptch2, −51.27; Hhip, −29.86; Ptch1, −9.64; Gli2, −4.17) and other intestinal Hh target genes (FC: Foxl1, −31.56; Foxf2, −7.41; Foxf1, −3.84; Grem1, −3.56; Myocd, −2.13) (Supplemental Table 3). Additional, down-regulated genes suggest similar roles for Hh in ISM to those previously seen in skeletal muscle (Duprez et al., 1998; Borycki et al., 1999; Pownall et al., 2002; Singh et al., 2012). These include modulators of Wnt signaling, genes affiliated with proliferation of muscle precursors and genes involved in promotion of differentiation into muscle cells (Table 2).
Table 2.
Gene | Fold Change | Affiliation | Reference |
---|---|---|---|
Dkk1 | −84.45 | Wnt modulator | He et al. 2013 |
Edar | −21.86 | Wnt modulator | Wells et al. 2010 |
Sall1 | −17.75 | Wnt modulator | Kiefer et al. 2010 |
Mmp9 | −16.22 | Muscle Stem Cell | Zimowska et al. 2008 |
Epha8 | −10.70 | Muscle Stem Cell | Star et al. 2011 |
Il1b | −12.82 | Muscle Stem Cell | Luo et al. 2003; Chen el al. 2006 |
Klhl14 | −32.90 | Muscle Differentiation | Abou-Elhamd et al. 2009 |
Mir24-1 | −8.34 | Muscle Differentiation | Sun et al. 2008 |
Fold Change is the gene expression level in the presence/absence of cyclopamine.
Surprisingly, however, cJun itself was not strongly down-regulated by cyclopamine treatment (FC with adj. p-value >0.05: −1.21), despite the fact that cJun is a Hh target in other settings (Kudo et al., 2012). To further investigate this finding, we used qPCR in C2C12 myoblast cells to test whether endogenous cJun responds to up-regulated Hh signaling induced by SAG treatment over an 8-hour period. These studies revealed that cJun transcription is up-regulated by increased Hh signaling with similar kinetics to PTCH1 up-regulation (Figure 5B), consistent with the idea that cJun is a transcriptional target of Hh signaling in C2C12 cells. Additionally, we separated E14.5 intestinal mesenchyme from epithelium and cultured the isolated mesenchyme in the presence or absence of the Hh agonist, SAG. Under these conditions, cJun was again up-regulated (FC: 2.30) at a comparable level to Ptch1 (FC: 2.01) (Figure 5C). Together, these data suggest that cJun is likely to be a direct Hh target in muscle cells, but that additional signals may maintain cJun levels (or the transcript may be very stable) in the context of the cyclopamine-treated whole intestine. In accord with the idea that acute reduction in Hh signaling by cyclopamine does not alter cJUN levels, only 7% of the genes associated with cJUN peaks (363/2741) were down-regulated by cyclopamine treatment.
Because cJun appears to be a direct target of Hh signaling in intestinal ISM, we looked for a Hh-responsive enhancer region that could be responsible for directing cJun transcription. In a previous study, we used kmer-SVM (Fletez-Brant et al., 2013), a machine learning method, to globally identify Hh regulatory regions (Submitted (Gurdziel et al., 2015)). That analysis identified a putative Hh enhancer upstream of cJun (chr4:94791492-94792702; build mm9). This genomic region was cloned into a luciferase reporter plasmid and co-transfected with a plasmid that drives constitutive expression of GLI1 in C2C12 cells (Vokes et al., 2007). As shown in Figure 6, this cJun enhancer is indeed activated by GLI1; this activation depends on the GLI1 binding site since expression of luciferase is attenuated when the enhancer GLI binding site is mutated (GKO, Figure 6). These data establish a mechanism by which Hh signaling can activate cJUN in the ICM.
Conclusions
Using transcriptome profiling paired with in situ datasets, we have identified a catalog of 127 ISM genes with confirmed expression in the E14.5 inner circular muscle. Subsequent promoter analysis of co-clustered genes implicated cJUN as a regulatory component in ISM formation. Using ChIP-seq on intestinal tissue, we identified 2741 potential cJUN binding locations and found enrichment of other muscle TFBS within these regions, indicating that they are likely enhancers for visceral muscle genes. Previously, cJUN has been linked to proliferation of skeletal muscle and vascular smooth muscle (Kami et al., 1995) (Daury et al., 2001) (Yasumoto et al., 2001; Chiba et al., 2014); this study further enlarges this regulatory landscape to include ISM.
Since Hh is an important regulator of ISM gene expression, we further explored the possible regulatory relationships between cJUN and GLI in the regulation of ISM genes. Our data show that co-binding of the two transcription factors at the same enhancer is rare. However, cJun is likely a direct target of Hh signaling in the ICM (Figure 5BC) and we have identified an enhancer element in the cJun gene that could control this regulation. Thus, in addition to its direct effect on ISM gene transcription, Hh signaling could further influence ISM gene expression through induction of cJun, which we establish as a regulator of ISM gene expression.
Experimental Procedures
Intestine collection
Intestines were collected from C57BL/6J mouse fetuses at E14.5. Fetal stages were determined by date of coitus and confirmed by Theiler staging. Isolated intestines were grown on transwell membranes with BGJb media supplemented with ascorbic acid (5mg/mL) and Penicillin-Streptomycin-Glutamine (50mg/mL). Conditions were no treatment epithelial, no treatment mesenchyme and whole intestines treated with cyclopamine (5 µM) as well as mesenchyme treated with or without SAG (1 µm) (Walton et al., 2012). After 24 hours of culture, the entire intestine from below the common bile duct to above the cecum was collected.
Epithelial-Mesenchymal Separation
Collected intestines were immersed in BD Biosciences Cell Recovery Solution for 1–2 hours at 4°C with gentle shaking. When the epithelial tissue began to separate from the mesenchyme tissue forceps were used to mechanically separate the tissue into two distinct populations (Madison et al., 2005).
Immunohistochemistry
Intestines collected from Gli1eGFP/+ mice at E12.5, E14.5, E16.5 and E18.5 were fixed overnight in 4% paraformaldehyde and then embedded in 7% agarose. Vibratome sections of 50 µm were permeabilized in 0.5% TritonX-100 for 25 minutes at room temperature and then blocked with 20% goat serum, 0.1% Tween20 for 30 minutes. Sections were sequentially stained with rabbit anti-cJUN (1:400; Santa Cruz sc-44) overnight at 4° followed by anti-rabbit secondary antibody for 45 minutes at room temperature (1:1000; Life Technologies A-21244) and then anti-GFP-488 (1:500; Life Technologies A-21311), anti-αSMA-CY3 (1:1000; Sigma C6198), and DAPI overnight at 4°. Stained sections were mounted on slides with Prolong gold and imaged on a Nikon A1 confocal microscope.
RNA collection and mRNA-seq
Total RNA was collected for each sample using the Life Technologies mirVana™ miRNA Isolation Kit following the standard protocol. mRNA-seq on three biological replicates for each condition was performed by the University of Michigan DNA Sequencing Core following Illumina guidelines.
ChIP assay
ChIP was performed following a previously described protocol (Vokes et al., 2007). Prior to experimental collection, antibodies (16 uL of 0.05 ug/uL into 100uL) were coupled to magnetic beads (Dynabeads Protein G) at 4° C for 24 hours. Between six and eight pups harvested from the same litter were pooled for each ChIP experiment. Intestines were snap-frozen in liquid nitrogen and ground with a mortar and pestle to dissociate the tissue into single cells. DNA and protein were cross-linked with 1% formaldehyde for 10 minutes and then treated with 0.125 M glycine to halt the reaction. DNA was sonicated to an average fragment size of 500 bp. DNA fragments were incubated with cJUN (Polyclonal Rabbit; Santa Cruz sc-44 or sc-1694) or IgG (Polyclonal Rabbit; Santa Cruz sc-2027) bound beads overnight at 4°C. cJUN bound DNA was eluted from the beads overnight at 70° C and purified with phenol-chloroform DNA extraction after RNase and DNase treatment. Both cJUN immunoprecipitated and input DNA were submitted to the University of Michigan DNA Sequencing Core for sequencing.
Sequencing and data analysis
RNA and DNA were sequenced on an Illumina HiSeq machine generating 50 cycle single reads. Reads containing up to 1 mismatch were mapped to the mouse reference genome (Build mm9) using TopHat for RNA (Trapnell et al., 2009) and Bowtie for DNA (Langmead et al., 2009). Three replicates were collected for each of the three conditions (isolated epithelium, isolated mesenchyme, and cyclopamine treated whole intestine). Differential expression of RNA samples was determined using DESeq (Anders and Huber, 2010). ChIP peaks were identified using MACS (version 1.4) (Zhang et al., 2008). Raw and processed data files were deposited in GEO under accession number GSE74993.
qPCR
cDNA was reverse transcribed from 400 µg of RNA using the iScript kit. Three samples per condition were tested in triplicate with the following primer sets: (18sRNA: GTAACCCGTTGAACCCCATT, CCATCCAATCGGTAGTAGCG; Rp113a: GACCTCCTCCTTTCCCAGGC, GCCTCGGCCATCCAATACC; Ptch1: GGCTACTGGCCGGAAAGC, GAATGTAACAACCCAGTTTAAATAAGAGTCT; cJun: GTGTGGGACGACGATCAAAAG, TGACCACTAACAGGGAAGGAC). After adjusting for primer efficiency (E) expression values for cJun (E: 107.1%) and Ptch1 (E: 90.4%) were normalized to 18sRNA (E: 98.4%) and Rp113a (E: 90.4%).
Computing resources
Except where otherwise indicated, all computational steps were performed using custom Perl and R scripts.
Cluster analysis
Hierarchical clustering analysis of transcript expression data was performed within Cluster 3.0 using uncentered correlation with average linkage (Eisen et al., 1998). Java Treeview was used to visualize the clustered data (Saldanha, 2004).
Conservation analysis
A total of 1250 bp of sequence from both sides of the center of each peak was uploaded to the UCSC genome browser. The PhastCons score (phastCons30way) for each nucleotide position was downloaded from the UCSC table browser. Scores were averaged across all peak positions and binned in 25 bp increments.
Motif analysis
To identify enriched motifs, 100 bp of sequence from the center of each peak was submitted to DREME (Bailey, 2011). Discovered motifs were annotated using the JASPAR vertebrate database in Tomtom (Gupta et al., 2007).
Gene Set Enrichment Analysis
A gene list comprising the upregulated mesenchyme genes was run using the GseaPreranked tool (1000 permutations) (Subramanian et al., 2005).
Cloning of putative enhancer regions
Putative enhancers were amplified from C57BL/6 genomic DNA (supplied by Jackson Laboratory) using template-specific PCR primers (Gpr125: GAGTGGAGTGGAAGGGGTTT, CTTTCTGCCACTCCTTCTGC; Lmo4: GGAGAAGTACAACAGACCCTTCA, ACAATCACAGCGAAGAAGCA; Mef2C: CCTAGCCAAAGTCATTGTGGA, GGCATCATCCTGAGTGAGGT; Rnf182: CCAGATTCAGTAGAGCACCCA, TACCTACATGCGAAGGCAAG; cJun: CTTAAGTGTTGAGGGCAGGCAG, CATGAGAAAATGCAGGGGATCT). A CACC extension was added to the end of one primer to facilitate directional cloning. PCR fragments were cloned into the pENTR/D-TOPO vector using the standard kit (Invitrogen) and then shuttled into the pGL3-Promoter luciferase vector (Promega) using the Gateway cloning system (Invitrogen). QuikChange mutagenesis (Stratagene) was used to mutate putative GLI binding sites in the cJun regulatory region by replacing the C in the 6th position to a G (GAAAAGACAAGAGACCAGCCATCCCAGCCTTTGAT, ATCAAAGGCTGGGATGGCTGGTCTCTTGTCTTTTC; GAACTCCATGGGACCAGCCAGAAGAGGCTGATG, CATCAGCCTCTTCTGGCTGGTCCCATGGAGTTC).
Luciferase assay
C2C12 cells (35,000 per well) were plated on 12-well plates and grown with DMEM media supplemented with 10% fetal bovine serum, 1× penicillin, streptomycin and glutamate. After 24 hours, cells were lipofectamine transfected with 400 ng of the construct containing the putative enhancer region plus either a control vector, GLI1 (pCIG) (Vokes et al., 2007), cJUN (pMIEG3-c-Jun; Addgene 40348) or dominant negative cJUN (pMIEG3-JunDN; Addgene 40350) (in equal molecular weight). Renilla (Promega pRL-CMV) was also included to normalize transfection efficiency. After an additional 24 hours, cells were changed to serum-free media to promote ciliogenesis required for Hh signaling (Santos and Reiter, 2008). Cell lysates were collected after 48 hours and measured for luciferase activity using the Dual-Luciferase Reporter Assay System (Promega) on a Perkin Elmer Wallac Victor3 1420 Multilabel Counter. Three experimental replicates were collected for each condition.
Supplementary Material
Acknowledgments
The authors would like to thank Dr. Will Zacharias for comments and Dr. Steve Vokes and Dr. Lihong Shi for generously providing advice on ChIP-seq.
Funding: KG was supported by University of Michigan NIH Training Program in Basic and Translational Digestive Science (T32 DK094775) and University of Michigan NIH Training Program in Bioinformatics (T32 GM 70449Z). DG and KW both acknowledge support from P01 DK062041.
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