Abstract
Thymic epithelial cells (TEC) are essential for thymocyte differentiation and repertoire selection. Despite their indispensable role in generating functional T cells, the molecular mechanisms that orchestrate TEC development from endodermal progenitors in the third pharyngeal pouch (3rd PP) are not fully understood. We recently reported that the T-box transcription factor TBX1 negatively regulates TEC development. Although initially expressed throughout the 3rd PP, Tbx1 becomes downregulated in thymus-fated progenitors and when ectopically expressed impairs TEC progenitor proliferation and differentiation. Here we show that ectopic Tbx1 expression in thymus fated endoderm increases expression of Polycomb repressive complex 2 (PRC2) target genes in TEC. PRC2 is an epigenetic modifier that represses gene expression by catalyzing trimethylation of lysine 27 on histone H3. The increased expression of PRC2 target genes suggests that ectopic Tbx1 interferes with PRC2 activity and implicates PRC2 as an important regulator of TEC development. To test this hypothesis, we used Foxn1Cre to delete Eed, a PRC2 component required for complex stability and function in thymus fated 3rd PP endoderm. Proliferation and differentiation of fetal and newborn TEC were disrupted in the conditional knockout (EedCKO) mutants leading to severely dysplastic adult thymi. Consistent with PRC2-mediated transcriptional silencing, the majority of differentially expressed genes (DEG) were upregulated in EedCKO TEC. Moreover, a high frequency of EedCKO DEG overlapped with DEG in TEC that ectopically expressed Tbx1. These findings demonstrate that PRC2 plays a critical role in TEC development and suggest that Tbx1 expression must be downregulated in thymus fated 3rd PP endoderm to ensure optimal PRC2 function.
Introduction
T cell development occurs in the thymus where a unique three-dimensional network of thymic epithelial cells (TEC) provides indispensable signals for thymocyte growth, differentiation and T cell receptor repertoire selection. In mice, the epithelial thymic rudiment originates from bilaterally paired third pharyngeal pouches (3rd PPs). Endodermal cells in the ventral domain of each 3rd PP are specified to a thymus fate, whereas cells in the dorsal region are specified to a parathyroid fate [reviewed in1–3]. The transcription factors FOXN1 and GCM2 identify thymus- and parathyroid-fated cells respectively, and are required for their differentiation, but do not specify organ fate4–6. Multiple transcription factors and signaling pathways have been shown to play a role in 3rd PP patterning [reviewed in1–3]. However, a complete picture of the transcriptional circuitry mediating organ specification and TEC development is still emerging. In this regard, we recently reported that the T-box transcription factor TBX1 plays a key role in 3rd PP patterning7. Although initially expressed throughout the 3rd PP, Tbx1 expression is downregulated in the thymus-fated domain by embryonic day 10.5 (E10.5)8,9. To assess the consequences of inappropriate Tbx1 expression, we used Foxn1Cre to activate expression of an inducible R26iTbx allele in thymus-fated 3rd PP progenitors7. Ectopic TBX1 suppressed Foxn1 expression, reduced proliferation and arrested differentiation of TEC progenitors, supporting the notion that Tbx1 expression antagonizes TEC development and thymus organogenesis.
The dynamic, yet precisely timed changes in gene expression that underlie developmental programming are intimately linked to epigenetic control of transcription. Cross talk between transcription factors and chromatin modifying enzymes coordinates gene expression patterns to ensure correctly timed developmental transitions during organogenesis. Methylation, acetylation, and other posttranslational modifications of histone tails alter chromatin structure, thereby regulating accessibility to transcription factors [reviewed in10,11]. Several families of multisubunit protein complexes add or delete covalent histone modifications that alter chromatin compaction and regulate transcriptional activation. For example, members of the Trithorax group proteins activate transcription via H3K4 methylase activity, whereas Polycomb group repressive complex 1 (PRC1) and PRC2 repress transcription by catalyzing H2AK119 monoubiquitylation and H3K27 trimethylation respectively10. Although PRC1 and PRC2-mediated transcriptional regulation has been extensively studied in numerous developmental contexts, the role of these epigenetic modifiers in thymus organogenesis has received minimal attention. However, a recent report demonstrated that the absence of Cbx4, a core component of PRC1, impaired TEC proliferation and maturation12. Cbx4 was found to interact with p63, a transcription factor that regulates TEC progenitor proliferation and maintenance12–14. A connection between PRC1 and p63 was also reported in development of the epidermis where Cbx4 acts downstream of p63 to maintain epidermal progenitors15. Interestingly, a recent study reported high levels of H3K27me3 at transcriptional start sites of tissue-restricted genes that are promiscuously expressed in medullary TEC (mTEC) as a result of Aire expression16. These and other reported interactions between transcription factors and epigenetic regulators highlight the importance of cross-talk between chromatin modifying complexes and transcription factors in regulating cellular differentiation and function [reviewed in17].
Here we show that PRC2 is required for TEC development and maintenance and that an inverse relationship exists between Tbx1 expression and PRC2 activity in TEC. Initially, we found increased expression of PRC2 target genes in Foxn1Cre;R26iTbx TEC. This observation suggested that inappropriate expression of Tbx1 in TEC progenitors interferes with PRC2-mediated transcriptional repression, which in turn may contribute to an aberrant thymus phenotype. To test the hypothesis that PRC2 plays a critical role in TEC development, we used Foxn1Cre to conditionally delete Eed, which encodes a core component of the PRC2 complex required for its stability and function18. TEC proliferation and differentiation were severely disrupted in late fetal and early postnatal thymi leading to a profound loss in thymus cellularity and function. RNA-seq analysis revealed that the majority of differentially expressed genes (DEG) in Foxn1Cre;Eedfl/fl TEC were upregulated, consistent with the canonical gene silencing function of PRC2. Interestingly, comparative gene expression profiling revealed considerable overlap between the DEG identified in Foxn1Cre;Eedfl/fl TEC and those identified in Foxn1Cre;R26iTbx TEC. Moreover, most of the shared DEG were dysregulated in the same direction strengthening the notion that ectopic Tbx1 expression impairs TEC progenitors in part by interfering with PRC2 activity. Finally, consistent with the well-established role of PRC2 in suppressing expression of inappropriate lineage genes19, we found that transcriptional programs characteristic of non-TEC lineages are upregulated in Foxn1Cre;Eedfl/fl TEC. Collectively, these findings establish that the epigenetic regulator PRC2 plays an indispensable role in ensuring proper TEC differentiation and lineage commitment.
Results
Differentially expressed genes in Foxn1Cre/+;R26iTbx/+ TEC include PRC2 targets
Although Tbx1 is initially expressed throughout the 3rd PP endoderm, it is downregulated in the thymus-fated ventral domain by E10.55,9,20. To better understand why Tbx1 expression is extinguished in thymus fated 3rd PP cells, we generated a conditional R26iTbx/+ allele and used Foxn1Cre to activate ectopic Tbx1 expression in thymus fated progenitors. As previously reported, TBX1 suppressed Foxn1 expression in the ventral 3rd PP and arrested TEC differentiation at an early progenitor stage7. In the current study, we investigated the molecular basis for this phenotype, by performing genome-wide transcriptome analysis on TEC isolated from E15.5 Foxn1Cre/+;R26iTbx/+ mutant (hereafter referred to as iTbx1) and control Foxn1Cre/+;R26+/+ thymi. RNA-seq analysis identified 3919 differentially expressed genes (DEG) based on a false discovery rate (FDR) <0.05 and fold change (FC) >2 (Fig. 1a and Table S1). DEG were equally partitioned between upregulated and downregulated genes. Consistent with our previous report showing that Foxn1 expression is decreased in iTbx1 TEC7, the RNA-seq data revealed that 159 of 450 high confidence Foxn1 target genes21 were included in iTbx1 DEG (Fig. 1a). Moreover, the majority of all Foxn1 target genes were downregulated in iTbx1 TEC (Fig. 1b and Table S2).
Unexpectedly, the RNA-seq analysis also showed that iTbx1 DEG were highly enriched for target genes of PRC2, a multiprotein complex that deposits repressive H3K27me3 epigenetic marks22,23 (Fig. 1c). Furthermore, inspection of the ENCODE histone modification database showed that iTbx1 DEG are enriched in genes that contain H3K27me3 modifications in various cell types (Fig. S1). The increased expression of PRC2 target genes in iTbx1 TEC suggested that PRC2-mediated gene suppression may be compromised in iTbx1 mutant TEC.
Aberrant growth, maintenance and organization of EedCKO thymi is accompanied by reduced H3K27me3 marks in the TEC compartment
If the defects in iTbx1 TEC differentiation and proliferation7 are due, at least in part, to diminished PRC2 activity, then inactivating PRC2 function might generate thymi with similar phenotypic characteristics. To test this prediction, we inactivated PRC2 activity by conditionally deleting Eed in TEC. EED is a scaffolding protein that stabilizes the PRC2 complex and is required for its catalytic activity18,24,25. We crossed Eedfl/fl25 and Foxn1Cre26 strains to generate Foxn1Cre/+;Eedfl/fl progeny (hereafter referred to as EedCKO) and Cre negative (Foxn1+/+;Eedfl/+ or Foxn1+/+;Eedfl/fl) controls. Efficient excision of Eed in EedCKO TEC was verified by PCR analysis (Fig. S2a). We validated the specificity of Foxn1Cre-mediated Eed deletion by flow cytometric analysis of a YFP reporter present in the Eedfl/fl strain25. YFP was highly expressed in EedCKO TEC (defined as EpCAM+ CD45− cells), but was not detected in control TEC or EedCKO CD45+ thymocytes (Fig. S2b). Quantitative RT-PCR analysis showed that Eed mRNA expression was markedly reduced in EedCKO TEC by E14.5 and no longer detectable by E15.5 (Fig. S2c).
Homozygous deletion of Eed resulted in severely hypoplastic thymi, whereas Eed haploinsufficiency did not affect thymus size in 4 week old adult mice (Fig. 2a). To determine when thymus hypoplasia first manifests in EedCKO mice, we analyzed total and TEC cellularity in fetal, perinatal and adult EedCKO thymi (Fig. 2b). Despite the absence of detectable Eed mRNA by E15.5 (Fig. S2c), total thymus and TEC cellularity were not significantly reduced until the perinatal period (Fig. 2b,c). By the time EedCKO mice reached adulthood, total thymus and TEC cellularity were reduced by >90%. Similarly, thymus architecture was not obviously perturbed in EedCKO fetal thymic lobes (Fig. 2d). However, thymus architecture was severely disrupted in perinatal and adult EedCKO thymi. Histological analysis revealed perinatal EedCKO thymi to be highly cystic with poorly demarcated cortical and medullary regions. By 4 weeks of age, EedCKO thymi were profoundly hypoplastic and lacked any semblance of normal thymic architecture (Fig. 2d).
The PRC2 complex suppresses gene expression by depositing repressive H3K27me3 histone marks. To evaluate H3K27me3 levels in fetal and newborn EedCKO and control TEC, we co-stained thymic sections with antibodies to H3K27me3 and FOXN1. Inspection of sections from E16.5 fetal thymic lobes revealed robust levels H3K27me3 staining in control Foxn1+ TEC, whereas H3K27me3 levels were clearly decreased in EedCKO TEC (Fig. 3a). Quantitative analysis of mean fluorescence intensity (MFI) confirmed lower levels of H3K27me3 in EedCKO compared to control E16.5 TEC and the reduction was even more severe in newborn (P0) TEC (Fig. 3b). In contrast, levels of the activating H3K4me1 mark were somewhat increased in control and EedCKO TEC, demonstrating a selective decrease in PRC2-regulated H3K27me3 levels (Fig. 3c). Consistent with previous reports showing that EED is required for PRC2 stability18,24,25, we also found that staining intensity for EZH2 was significantly reduced in EedCKO TEC (Fig. 3d).
Eed deletion impairs TEC proliferation, survival and differentiation
Additional analyses were performed to determine if the aberrant thymus phenotype in EedCKO mice is a consequence of defects in TEC proliferation, survival and/or differentiation. Previous reports have shown that the absence of functional PRC2 reduces proliferation of skin, intestinal and hematopoietic progenitor cells25,27–30. These studies linked decreased proliferation to increased expression of Cdkn2a, which encodes the p16INK4a cell cycle inhibitor31. Consistent with the earlier reports, we found a significant reduction in the percentage of TEC that incorporate BrdU in fetal and neonatal EedCKO thymi (Fig. 4a). Moreover, Cdkn2a expression was highly upregulated in EedCKO compared to control TEC (Fig. 4b). We also assessed apoptosis in the TEC compartment by quantifying the frequency of FOXN1+ cells that stained positively for cleaved caspase 3 (CC3) in control and EedCKO newborn thymi. Despite the overall low frequency of CC3+ cells due to rapid clearance of apoptotic cells, the data show an increased frequency of CC3+ TEC in EedCKO thymi (Fig. 4c).
Given that PRC2 activity is essential for proper differentiation of epithelial progenitors in lung, skin, heart and other organs28,32,33, we asked whether TEC differentiation was altered in EedCKO thymi. Immunohistochemical (IHC) analysis of keratin (K) staining patterns revealed defects in both cortical TEC (cTEC) and medullary TEC (mTEC) compartments. In the cortex, the K8+K5−K14− cTEC network was sparse in EedCKO compared to control newborn thymi (Fig. 4d). Mutant thymi also contained fewer and smaller medullary regions identified by the presence of K8−K5+K14+ mTEC. In addition, whereas there was a prominent population of K8+K5+ TEC surrounding the medullary regions in control thymi, this subset was relatively scarce in mutant thymi (Fig. 4d). Interestingly, it has been suggested that the K8+K5+ subset contains TEC with progenitor activity34,35. Defects in EedCKO TEC differentiation were also apparent in the data from flow cytometric analyses of TEC subsets. Consistent with the IHC results, there was a significant decrease in the percentage and number of EedCKO mTEC (CD45−EpCAM+UEA-1+Ly51−) (Fig. 4e,g,h). The number of mutant cTEC (CD45−EpCAM+UEA-1- Ly51+), was marginally reduced, but did not achieve statistical significance, perhaps due to greater variability compared to mTEC counts (Fig. 4e,g,h). Additional evidence of defective differentiation was obtained from analysis of MHC class II (MHCII) expression, which is upregulated during maturation of postnatal cTEC and mTEC36,37. EedCKO thymi contain a notable expansion of TEC that express low levels of MHCII, a finding consistent with a block in TEC differentiation (Fig. 4f).
Collectively, IHC and flow cytometry analysis demonstrate that aberrant TEC proliferation, survival and differentiation contribute to the progressive loss of both cTEC and mTEC compartments in EedCKO thymi.
A high frequency of DEG in EedCKO TEC are shared with DEG in iTbx1 TEC
Comparative gene expression profiling was performed on EedCKO and control TEC that had been isolated from fetal thymic lobes at E17.5, prior to the decline in TEC cellularity. The RNA-seq data revealed 2,768 DEG (FDR < 0.05 and FC > 2). As expected from the transcriptional silencing function of PRC2, the vast majority (82%) of EedCKO DEG were upregulated (Table S3). In addition, DEG from EedCKO mutants were significantly enriched for PRC2, EED, SUZ12 and H3K27me3 target genes (Fig. 5a).
In contrast to the overall pattern of increased gene expression, Foxn1 was downregulated in EedCKO TEC (Fig. 5b and Table S3). This finding suggested that Foxn1 is an indirect target of PRC2 activity. Consistent with decreased Foxn1 expression, EedCKO mutant DEG contained 74 Foxn1 target genes of which 71 were found to be downregulated (Fig. 5c and Table S4). When this analysis was expanded to include genes with FC of >1.5, we found that 206 of 442 high confidence Foxn1 target genes21 that were expressed in EedCKO mutant TEC were downregulated (Fig. 5d). Foxn1 target genes include niche factors that are required to support the entry and/or survival of CD4− CD8− CD25− CD44+ c-kit+ early thymocyte progenitors (ETP). RNA-seq data showed that transcripts for several Foxn1 regulated ETP niche factors (DLL4, CXCL12, and CCL25) were reduced in EedCKO TEC (Fig. S3e). The deteriorating TEC compartment in EedCKO postnatal mice failed to support normal thymopoiesis as shown by the profound decrease in thymus cellularity (Fig. 2). Flow cytometric analysis revealed that the distribution of thymocyte subsets was not altered in mutant thymi despite the reduction in the number of thymocytes at all maturation stages (Fig. S3a,b). The marked decline in the number of ETP (Fig. S3c,d) suggests that failure of the mutant thymus to provide adequate ETP microenvironmental niches likely contributes to the decrease in thymocyte cellularity. Neither the number nor frequency of non-T lineage hematopoietic cells was increased in the mutant thymi.
Given that expression of PRC2 target genes is elevated in both iTbx1 and EedCKO TEC and that both mutants have defects in TEC proliferation and differentiation, we compared the extent of overlap between the DEG from each mutant strain. Interestingly, 1,321(48%) of the EedCKO DEG are also differentially expressed in iTbx1 mutants (Fig. 6a, Table S5). Moreover, 1148 (87%) of the common DEG were differentially regulated in the same direction, with the majority of shared genes being upregulated (Fig. 6b). Interestingly, Tbx1 is one of the DEG that is upregulated in EedCKO TEC (log2 ratio EedCKO/control FPKM = 2.19). The increase in Tbx1 expression in EedCKO TEC was verified by qRT-PCR analysis of FACS sorted TEC (Fig. 6c). Increased transcription of Tbx1 in EedCKO TEC implies the presence of a feedback loop between PRC2 and Tbx1. We propose a model in which PRC2 activity is one mechanism that restrains Tbx1 expression in wildtype TEC (Fig. 6d). Therefore, loss of PRC2 activity in EedCKO mutant TEC would permit increased Tbx1 expression. In the iTbx1 mutants, Tbx1 is expressed due to Foxn1Cre-mediated activation of the R26iTbx1 allele. In either case, decreased PRC2 activity would then enhance inappropriate gene expression leading to impaired TEC development and/or maintenance.
Eed deletion activates expression of non-TEC transcriptional signatures
A primary function of PRC2 is to maintain transcriptional repression of inappropriate lineage genes38–40. To determine if alternative lineage genes are upregulated in EedCKO TEC, we compared gene expression profiles of fetal EedCKO TEC with a curated database of lineage-specific genes from various tissues using AltAnalyze Lineage Profile (Fig. 7a). The transcriptomes of control and EedCKO TEC are most highly correlated with thymus, the tissue of origin. However, there was also a high degree of correlation between the transcriptional programs of EedCKO TEC and progenitor or stem cells from various lineages (Fig. 7a). For example, gene expression patterns typically associated with mesenchymal or neural stem cells are highly upregulated in EedCKO TEC (Fig. 7b,c). Sustained expression of non-TEC lineage progenitor genes could play a role in the increasingly severe phenotype observed in EedCKO postnatal thymi. Consistent with this notion, the vast majority of epithelial cells in the thymic remnants from young adult EedCKO mice co-expressed K5 and K14, but were K8 negative, a phenotype that is characteristic of immature basal cells in skin and other organs (Fig. S4). Furthermore, the K5+K14+ cells in adult EedCKO thymi did not express detectable levels of FOXN1. Taken together, these data indicate that deleting Eed in TEC progenitors abrogates transcriptional restraints that normally restrict expression of alternative lineage gene signatures leading to transformation of the highly compartmentalized thymic epithelial network into a primitive, poorly differentiated epithelial remnant.
Discussion
Organ development and homeostasis depend on transcriptional and epigenetic networks that regulate the differentiation, outgrowth and maintenance of tissue specific progenitors. Precise control of gene expression patterns requires coordinated crosstalk between transcriptional and epigenetic factors. We previously reported that ectopic expression of Tbx1 in TEC progenitors impairs TEC development and thymus organogenesis7. The present investigation shows that inappropriate expression of Tbx1 in TEC progenitors alters epigenetic control of gene expression by interfering with PRC2-mediated transcriptional silencing. This finding suggests that downregulation of Tbx1 in TEC progenitors is necessary to maintain optimal PRC2-mediated transcriptional repression. In support of this notion, we show that inactivating PRC2 activity by deleting Eed progressively impairs TEC proliferation, differentiation and lineage restriction. Thus, PRC2 plays a critical role in regulating TEC development and homeostasis.
TBX1 is a member of the T-box family of transcription factors that regulate gene expression directly via binding to DNA and indirectly via interactions with SMADs and other transcription factors or co-factors41–43. TBX1 has also been implicated in epigenetic control of gene expression based on interactions with Ash21 and Baf60a, which are protein subunits of Trithorax group and SWI/SNF chromatin remodeling complexes respectively44,45. In addition, a recent study demonstrated that TBX1 enhances H3K4me1 modification of target genes by interacting with and recruiting histone methyltransferases46. Moreover, inhibiting histone demethylase activity partially rescued the cardiac defects that develop in mutants expressing reduced Tbx1 levels46. Collectively these reports demonstrate that TBX1 is a multifunctional protein that regulates gene expression by epigenetic as well as transcriptional mechanisms [reviewed in47]. Additional evidence for crosstalk between TBX1 and epigenetic regulation is provided in this investigation, which demonstrates that PRC2 target genes are upregulated in iTbx1 TEC.
Transcriptional profiling revealed that approximately 50% of the DEG in EedCKO TEC overlap with DEG in iTbx1 TEC and that >85% of the shared DEG are differentially regulated in the same direction. These results suggest that ectopic TBX1 impairs TEC development7, at least in part, by blocking PRC2-mediated gene suppression. In support of this premise, other groups have shown that PRC2 regulates progenitor cell fate specification, proliferation and differentiation in various developmental contexts38–40. The present investigation extends PRC2-mediated regulation of these processes to the TEC compartment by showing that Eed deletion leads to defective TEC proliferation, survival and differentiation accompanied by a progressive loss of TEC cellularity. An earlier report showed that deleting Cbx4, a PRC1 component, decreased the proliferation of fetal TEC12. However, to our knowledge, the current investigation is the first study to report a link between PRC2 and TEC proliferation.
Foxn1Cre-mediated deletion of Eed disrupts differentiation as well as outgrowth of TEC progenitors. The block in mTEC development as well as the increased frequency of immature MHCIIlo cTEC in the EedCKO TEC compartment support a stringent requirement for PRC2 function in TEC differentiation. Interestingly, Foxn1 is one of the relatively few DEG that is downregulated as a consequence of Eed depletion. As FOXN1 functions in a dosage dependent manner to regulate cTEC and mTEC differentiation4,48,49, the decrease in Foxn1 expression is likely a major contributing factor to aberrant differentiation of EedCKO TEC. However, given that Foxn1 expression is reduced, but not abrogated, and that PRC2 regulates a wide range of target genes, it is likely that additional transcriptional alterations contribute to impaired differentiation of EedCKO TEC.
Deposition of repressive H3K27me3 epigenetic marks on chromatin is the canonical mechanism by which the PRC2 complex silences gene expression10,22. Consistent with this well-established function, the vast majority of DEG are upregulated and H3K27me3 levels are decreased in EedCKO TEC. However, recent studies have shown that PRC2 components can also exert non-canonical activity. For example, EZH2 regulates actin polymerization by methylating non-histone proteins such as Vav1 and Talin50,51. EZH2 also regulates development of the NKT lineage by directly methylating the transcription factor PLZF, leading to its ubiquitination and degradation52. EED can also function independently of its canonical role as a scaffolding protein that stabilizes the PRC2 complex. In cardiomyocytes, EED binds and stimulates the activity of histone deacetylases (HDACs)53. This non-canonical function of EED is particularly relevant to the present investigation because HDAC3 activity is required for the induction of a transcriptional program that promotes mTEC lineage development54. Therefore, a reduction in HDAC3 activity due to Eed deletion may contribute to the defective mTEC differentiation we observed in EedCKO mutants.
Deletion of Eed also upregulated expression of non-TEC genes, particularly those expressed in progenitor cells from other tissues. The appearance of transcriptional signatures characteristic of alternative lineages is not surprising given previous reports showing that the PRC2 complex transcriptionally silences expression of inappropriate lineage genes in a tissue specific manner38–40. It seems likely that the progressively aberrant thymic phenotype observed in EedCKO mice is associated with the observed derepression of alternative lineage genes. This process eventually converts the thymus into a non-functional epithelial remnant that fails to provide the appropriate microenvironmental signals needed for T cell production. Consistent with this notion, newborn EedCKO thymi contain severely reduced numbers of thymocyte subsets at all maturation stages including the earliest T cell progenitors, indicating a failure of the TEC compartment to recruit and/or support survival and differentiation of T cell progenitors. Therefore, PRC2 activity in the TEC compartment is indispensable for maintaining a functional TEC network that is capable of supporting robust thymopoiesis and T cell output.
A previous report showed that deleting Ezh2 to inactivate PRC2 function in muscle satellite progenitors increased Tbx1 expression55. Similarly, we demonstrate here that Tbx1 expression is upregulated in TEC when PRC2 function is impaired as a consequence of deleting Eed. We also find that ectopic expression of Tbx1 diminishes PRC2 activity in iTbx1 TEC. These reciprocal results imply the presence of a negative feedback loop between Tbx1 and PRC2. We suggest a model (Fig. 6d) in which PRC2 activity is necessary to transcriptionally silence Tbx1 expression in TEC. In this model, the inappropriate expression of Tbx1 interferes with PRC2-mediated transcriptional repression. The mechanisms responsible for the proposed regulatory loop are not yet clear. Whereas RNA-seq and qRT-PCR analyses of EedCKO TEC demonstrate that PRC2 suppresses Tbx1 gene expression, RNA-seq analysis of iTbx1 TEC did not reveal altered expression of genes that encode major PRC2 subunit components (data not shown). Therefore, we speculate that the presence of ectopic TBX1 in iTbx1 TEC interferes with the activity of the PRC2 complex rather than suppressing expression of PRC2 component genes.
Collectively, the results of this study identify a functional link between Tbx1 expression and PRC2 activity and suggest that interference with PRC2 function is one mechanism by which ectopic Tbx1 expression dysregulates the development of TEC progenitors. Moreover, we show that Eed deletion adversely affects TEC proliferation, differentiation and lineage restriction demonstrating that the multifunctional PRC2 complex is indispensable for development and maintenance of a functional TEC microenvironment.
Materials and Methods
Mice
MD Anderson Cancer Center IACUC approved the research performed with mice. The approval number is 00001097-RN00. MD Anderson is accredited by the Association for Assessment and Accreditation of Laboratory Animal Care (AAALC). The AAALC number is 000183. All experimental procedures were carried out according to the protocols approved by Institutional Animal Care and Use Committee. After termination of the experiments, animals were euthanized in a CO2 chamber.
Eedfl/fl 25, R26iTbx1/+ 7 and Foxn1Cre mice26 were previously described. Each of these strains is maintained on a C57Bl6/J background in the Department of Epigenetics and Molecular Carcinogenesis at the MD Anderson Cancer Center Science Park in accordance with the guidelines set forth by the Association for the Accreditation of Laboratory Animal Care. Timed pregnancies were set up in the evening and monitored daily thereafter. The day of vaginal plug was considered embryonic day (E) 0.5. Morphological cues were used to determine embryonic stage. The sequences of primers used for genotyping tail DNA are listed in Table S6.
Immunohistology and immunofluorescence staining
For immunohistology, embryos or thymi were fixed for 1 hr in 4% paraformaldehyde (PFA), washed in PBS, dehydrated in an ethanol gradient, cleared in xylene for 5 min and embedded in paraffin. Serial 10 μm sections were cut on a Leica ThermoShandon Finesse 325 microtome, washed, and stained with hematoxylin and eosin (H&E) according to standard techniques. For immunofluorescence, embryos or neonatal thymi were fixed in 4% PFA, dehydrated in sucrose and embedded in OCT. Serial 10 μm sections were air dried, washed and incubated overnight at 4 °C in 120 μl containing primary antibody, 10% donkey serum and 0.05% Tween-20. Slides were washed three times in PBS containing 0.05% Triton X-100 and incubated with 120 μl of secondary antibody in PBS containing 10% donkey serum and 0.05% Tween-20 for 1 hr at room temperature, in the dark. Slides were washed in PBS, incubated with 4′, 6-diamidino-2-phenylindole (DAPI) for 5 min at room temperature, and washed in PBS, mounted with ProLong® Gold antifade reagent (Life Technologies) and coverslipped. Primary antibodies used included goat anti-Foxn1 (Santa Cruz, G-20), rabbit anti-H3k27me3 (Active Motif), rabbit anti-H3k4me1 (Active Motif), goat anti-K14 (Santa Cruz), rabbit anti-K5 (Covance) rat anti-K8 (Troma-1 Developmental Studies Hybridoma Bank). Secondary antibodies were conjugated with either Alexafluor 488, Alexafluor 647 or CyTM3 (Jackson Immunoresearch). Slides were imaged on either a Leica DMI 6000B fluorescence microscope or a Zeiss LSM 880 laser-scanning confocal microscope.
To analyze cellular MFI in images, individual cell surfaces were segmented and masked based on Foxn1 fluorescence, and the MFIs of H3k27me3, H3k4me1, or Ezh2 signals were quantified using Imaris v9.1 (Bitplane). Control and mutant samples were processed in parallel and imaged at the same detector exposure so that the means and distributions of their MFIs can be directly compared.
Flow cytometry
For TEC analysis fetal thymi were digested with 0.125% Collagenase (Sigma) and 0.1% DNase (Roche) as previously described7. For analysis of thymocyte subsets, E15.5 thymi were pressed through a 70 μm strainer (Fisher). Cells were stained with fluorochrome-conjugated antibodies in FACS buffer (PBS pH 7.2, 0.005 M EDTA, 2% FBS) for 15 minutes on ice and washed with FACS buffer. Propidium iodide (Invitrogen) was added (0.5 μg/ml) to each sample prior to analysis to exclude dead cells. Cells were stained with the following antibodies purchased from Biolgend or eBioscience: anti-CD326 (clone G8.8), anti-I-A/I-E (clone M5/114.15.2), biotinylated anti-Rat Ly51 (Clone 6C3), anti-CD25 (clone PC61), anti-CD117 (clone 2 B8), anti-CD44 (clone IM7), anti-CD8α (clone 53-6.7), anti-CD45 (clone 30-F11), anti-CD4 (clone RM4-5). To exclude erythrocytes, granulocytes, dendritic cells, macrophages and NK cells from the thymocyte analyses, we used the following antibodies, all conjugated to PE-Cy5 were purchased: TER-119, CD11c (cloneN418), CD11b (clone M1/70), NK-1.1 (clone PK136) and Ly-6G (clone RB6-8C5). Cells were analyzed or sorted on a FACS Aria II (BD Science). Data were analyzed using FlowJo software (Tree Star).
Proliferation and apoptosis assays
BrdU (1 mg in 100 μl) was injected by the intraperitoneal (ip) route into pregnant females and E17.5 embryos were harvested after 90 minute chase. Alternatively, newborn pups were ip injected with BrdU (200 μg in 20 μl) and thymic lobes were harvested after 2 hrs. Thymi were digested with 0.5 WU/ml Liberase TM (Roche) containing 0.1% DNASE (Roche). Cells were stained with antibodies to surface proteins, followed by fixation and permeablization and staining with anti-BrdU (BD PharmingenTM BrdU Flow Kit). To determine the frequency of TEC apoptosis, 4% PFA fixed frozen thymus sections were stained with antibody to cleaved caspase 3 (Cell Signaling Technology) and FOXN1.
Quantitative Reverse Transcriptase Polymerase Chain Reaction (qRT-PCR)
EpCAM+ CD45− TEC were sorted directly into Trizol (Ambion). RNA was isolated using chloroform and linear acrylamide (Ambion) and resuspended in nuclease free water prior to cDNA synthesis. First-strand cDNA was synthesized using a SuperScript® III First-Strand cDNA synthesis kit (Invitrogen). For qRT-PCR analysis of mFoxn1, mEed, mTbx1, we used both TaqMan® Gene Expression Master Mix (Applied Biosystems) and SYBR green Master mix and used an ABI 7900HT Fast Real-Time PCR System. Primer sequences are listed in Table S1. Controls included samples with no RT or no template. All experiments included technical triplicate and were repeated at least twice. Data was analyzed using the ΔΔCt method. Expression levels in mutant TEC are shown relative to control TEC after normalization to mHmbs and mHprt housekeeping genes.
RNA-seq analysis
Total RNA was obtained from iTbx1 and control (E15.5) or EedCKO and control (E17.5) TEC that had been isolated by FACS sorting for EpCAM+ CD45− cells from thymus single cell suspensions prepared as described above. RNA quality was assessed using a NanoDrop and Bioanalyzer. RNA libraries were generated in the Next-Gen Sequencing Core in the Virginia Harris Cockrell Cancer Research Center at MD Anderson Science Park from 2–4 mutants and 3 controls of each strain using the Illumina TruSeq total RNA kit according to the manufacturer’s instructions. Each library was sequenced on an Illumina HiSeq2500.
RNA-seq data mapping and analysis
Paired-end RNA-seq reads were aligned to Ensembl GRCm38 reference genome using TopHat v2.1.0 with parameters –library-type fr-firststrand. Accepted alignments were counted using the featureCounts with parameter -s 2. Then the DESeq2 R package was used for DEG. The Z-score normalized FPKM was used to plot heatmaps with R package pheatmap. DEG were based on a false discovery rate (FDR) of <0.05 and a fold change (FC) of >2. For GSEA, MSigDB v5.0 c2 gene sets were downloaded from http://software.broadinstitute.org/gsea/msigdb. The Piano R package was used to compute hypergeometric test on the enrichment of DEGs with MSigDB v5.0 c2 gene sets. Multiple testing was corrected by FDR (false discovery rate). GSEA with ENCODE histone modification database was performed with web-based tool Enrichr56. The list of iTbx1 DEG was used to test for enrichment and Benjamin-Hochberg method was used to correct for multiple testing according to default Enrichr setting.
For lineage-specific gene expression AltAnalyze LineageProfiler was used to infer the most likely cell types and tissues from RNA-seq data of EedCKO mutants and controls. Specifically, a database containing the most robust lineage specific expressed genes was constructed. Correlation scores were then derived by comparing the input gene expression profile with this lineage-specific database. Log2FPKM of EedCKO mutants and controls were used as input. Z scores of correlation efficient were used as output and heatmap plot. Known markers for mesenchymal cell differentiation and neural differentiation were used to perform supervised analysis of lineage-specific gene expression. Known markers were downloaded from http://pathcards.genecards.org/.
Electronic supplementary material
Acknowledgements
We thank Carla Carter for technical support. We also thank Dr. Lezlee Coghlan, Dale Weiss, Pam Huskey, Meredith Spice and their coworkers in the CCSG supported (NIH CA16672) Research Animal Support Facility. We are grateful to Yoko Takata in the Science Park NGS Core for help in library preparation and Dr. Yue Lu for contributing to bioinformatics analysis. We also thank Pam Whitney and Dr. Collene Jeter of the Science Park Flow Cytometry and Cell Imaging Core for assistance in flow cytometry and confocal microscopic imaging respectively. This work was supported by NIH R01 Grant AI07096 to E.R.R. and N.R.M. as well as by CPRIT Core Facility Support Awards RP120348, 170002 and 170628.
Author Contributions
N.S. and E.R.R. designed experiments, analyzed data and wrote the manuscript. N.S. and K.A.G.R. performed experiments and managed mouse colonies. L.I.R.E. and N.M. contributed to writing the manuscript. H.X. and S.O. generated the Eed CKO mouse model. K.M., J.S., J.N.L., S.Y. and N.J. performed statistical and/or bioinformatics analysis.
Data Availability
All data generated or analyzed during this study are included in this published article and its Supplementary Information files.
Competing Interests
The authors declare no competing interests.
Footnotes
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Supplementary information accompanies this paper at 10.1038/s41598-018-32729-z.
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Associated Data
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Supplementary Materials
Data Availability Statement
All data generated or analyzed during this study are included in this published article and its Supplementary Information files.