The RNA–Methyltransferase Misu (NSun2) Poises Epidermal Stem Cells to Differentiate
Homeostasis of most adult tissues is maintained by balancing stem cell self-renewal and differentiation, but whether post-transcriptional mechanisms can regulate this process is unknown. Here, we identify that an RNA methyltransferase (Misu/Nsun2) is required to balance stem cell self-renewal and differentiation in skin. In the epidermis, this methyltransferase is found in a defined sub-population of hair follicle stem cells poised to undergo lineage commitment, and its depletion results in enhanced quiescence and aberrant stem cell differentiation. Our results reveal that post-transcriptional RNA methylation can play a previously unappreciated role in controlling stem cell fate.
Published in the journal:
The RNA–Methyltransferase Misu (NSun2) Poises Epidermal Stem Cells to Differentiate. PLoS Genet 7(12): e32767. doi:10.1371/journal.pgen.1002403
Category:
Research Article
doi:
https://doi.org/10.1371/journal.pgen.1002403
Summary
Homeostasis of most adult tissues is maintained by balancing stem cell self-renewal and differentiation, but whether post-transcriptional mechanisms can regulate this process is unknown. Here, we identify that an RNA methyltransferase (Misu/Nsun2) is required to balance stem cell self-renewal and differentiation in skin. In the epidermis, this methyltransferase is found in a defined sub-population of hair follicle stem cells poised to undergo lineage commitment, and its depletion results in enhanced quiescence and aberrant stem cell differentiation. Our results reveal that post-transcriptional RNA methylation can play a previously unappreciated role in controlling stem cell fate.
Introduction
Stem cells are defined by their ability to continuously maintain their population (self-renewal) while generating progeny (differentiation). During self-renewal, stem cells have to avoid cell cycle exit and differentiation; however, when differentiating they have to evade uncontrolled proliferation. Thus, the question of how the balance between self-renewal and commitment is regulated is highly relevant to a fundamental understanding of cell differentiation and cancer.
The hair follicle offers an excellent model to study stem cell fate, as it undergoes cyclic bouts of growth (anagen), apoptosis-mediated regression (catagen) and rest (telogen) [1]. Multipotent hair follicle stem cells, located in a special microenvironment called the bulge, are slow cycling but exhibit long-term contribution to all hair compartments [2], [3]. At the early onset of hair growth, single bulge cells migrate out of their niche in telogen and undergo proliferation as progenitors before they differentiate into hair [4], [5].
Once a stem cell has left its niche, intrinsic and environmental cues converge to balance proliferation of progenitors with lineage-specific differentiation. For example, c-Myc is known to control the balance between stem cell expansion and differentiation [6], [7], [8]. When activated in epidermal stem cells, Myc triggers their exit from the stem cell compartment, induces proliferation of progenitors, and subsequently leads to lineage-specific differentiation [9], [10], [11].
Because the nucleolar protein Misu/NSun2 (Myc-induced SUN-domain-containing protein) is direct target gene of c-Myc [12], we considered the possibility that its RNA methyltransferase activity may represent a novel mechanism to regulate stem cell fate. Misu catalyzes the formation of 5-methylcytidine (m5C) in tRNA and possibly other RNA species [12], [13], [14]. Whereas the function of (cytosine-5) methylated DNA has been extensively analyzed [15], the functional roles of methylated RNA are largely unknown [16]. To date, Misu (NSun2) is one of only two identified m5C methylases with substrate specificity towards tRNA [13], [17], [18], [19].
Here, we demonstrate that Misu is required for normal tissue homeostasis in vivo. Expression of Misu is up-regulated in the hair follicle bulge at the entry of anagen. Deletion of Misu prolongs stem cell quiescence leading to a delay in initiation of anagen. Thus, our data reveals a post-transcriptional modification as a novel mechanism used by stem cells to precise and temporally accurate balance self-renewal and differentiation.
Results
Ablation of Misu blocks tRNA methylation and causes weight loss and partial alopecia
To functionally analyse the role of Misu in vivo, we generated a reporter-tagged loss-of-function mouse model using an ES cell line carrying a Gene Trap in intron 8 of the NSUN2 gene (GGTC-clone ID: D014D11). The methyltransferase activity of Misu is mediated by the conserved SUN domain encoded by exon 2 to 12 (Figure S1A; red box) [19]. Insertion of the Gene Trap and fusion to the reporter β-galactosidase leads to disruption of the catalytic domain of Misu (Figure S1A; blue box) [20]. We confirmed deletion of Misu and presence of β-galactosidase by gene-specific PCR (Figure S1B). Quantitative real-time PCR (QPCR) using a probe for NSun2 showed substantial reduction of full-length Misu in skin of heterozygous (+/−) and loss of expression in homozygous mice (−/−) (Figure S1C). Western Blot analysis demonstrated that Misu −/− mice lacked Misu protein (Figure S1D).
Heterozygous mice for Misu deletion were viable and did not display an obvious phenotype (Figure 1A). Homozygous mice were also viable, but were appreciably smaller than their wild type (wt) and heterozygous littermates (Figure 1A). At three months of age, Misu −/− mice weighed around 30% less than controls (Figure 1B). The smaller size of Misu −/− mice was confirmed by a second knock-out mouse model Nsun2tm1a(EUCOMM)Wtsi generated by the Wellcome Trust Sanger Institute (http://www.sanger.ac.uk) (data not shown). Misu −/− males were sterile, and both genders had pelage that was comparable to controls after birth, but showed cyclic alopecia at around 10 months of age (Figure 1C, 1D).
Both, the yeast and human orthologue of Misu have previously been shown to catalyse the methylation of cytosine at position 34 (C34) in intron-containing pre-tRNALeu (CAA) [13], [19]. To investigate whether mouse Misu also methylated tRNALeu (CAA), we used RNA bisulfite sequencing, which allows analysis of RNA methylation patterns in their native sequence context [21]. We find that intron-containing pre-tRNALeu (CAA) was methylated at C34 in wild-type mice but lacked the modification when Misu was deleted (Figure 1E).
We concluded that Misu was indispensable for methylation of tRNALeu (CAA) in skin. Based on our observation that older mice show signs of alopecia in the absence of Misu we speculated that Misu might have a functional role in maintaining skin homeostasis in the long-term.
Misu is dynamically expressed in embryogenesis and adult skin
To determine the role of Misu in skin, we began by examining endogenous expression of Misu during embryogenesis and skin development by staining for LacZ (Figure 2A–2Q). Misu-expression was detected from E3.5 in the inner cell mass of the blastocyst (Figure 2A). After implantation and gastrulation, at E6.5, Misu was observed throughout the extra-embryonic ectoderm (Figure 2B, 2B′), which gives rise to the nervous system and epidermis. Starting from E9.5, expression of Misu became more restricted and at E13.5 and E14.5 Misu was enriched in developing whiskers (arrow) and eyes (arrowhead) (Figure 2C–2F). From E15.5, when the interfollicular epidermis (IFE) begins to stratify and follicular morphogenesis starts by forming hair placodes (Figure 2G), highest expression of Misu was found in the suprabasal layer of IFE (Figure 2G–2I; arrows).
After birth, from postnatal day 1 (P1), expression of Misu in the IFE waned (Figure 2J, 2K, 2N, arrows) but increased in the matrix of growing (anagen) hair follicles (Figure 2L, 2M, arrowhead). At the end of follicular morphogenesis, from around P14 to P19, when hair follicles progress through the destructive (catagen) and resting (telogen) phase of the hair cycle, expression of Misu was absent (data not shown and Figure 2N). At early anagen (P23), Misu was up-regulated in the hair germ (HG; arrowhead) and weakly expressed in the bulge (Bu; arrow) (Figure 2O; insert). Throughout anagen, Misu was highly expressed in matrix but was also found in differentiated lineages of the hair follicles (Figure 2P, 2Q, Figure S2). We confirmed the dynamic expression pattern of Misu in skin by detecting endogenous RNA levels of Misu during morphogenesis (M), catagen (C), telogen (T), and anagen (A) of the first postnatal hair cycle by QPCR (Figure 2R).
In conclusion, Misu was dynamically expressed during morphogenesis and in adult skin. In adult skin, expression of Misu was up-regulated in the bulge and hair germ as soon as the hair follicle entered its growing phase (anagen). During anagen, cells of the hair germ give rise to the hair matrix, which showed highest expression of Misu. Matrix cells, which are often referred as to transit amplifying (TA) cells because they only survive through anagen [22], are stem cell progenitors that divide a finite number of times until they become differentiated.
Misu is a transcriptional target of the Lef1/β-Catenin complex in hair follicles
Misu was originally identified as a transcriptional target of c-Myc in skin [12]. However, activation of c-Myc triggers epidermal stem cells to differentiate mainly into lineages of IFE and sebaceous glands [7]. Since a role for c-Myc in regulating bulge stem cells has yet not been identified and c-Myc expression levels remained unchanged during the hair cycle (Figure 3A), we asked whether expression of Misu might also be regulated by hair-specific transcription factors. We examined the mouse Misu proximal promoter and detected a putative Lef1-binding motif (Figure 3H). As described for Misu, also expression of Lef1 increased when hair follicles entered anagen (Figure 2R; Figure 3B, 3C) and expression of Misu and Lef1 overlapped in hair follicles at both early and late stages of anagen (Figure 3F, 3G).
To validate Misu as a target gene of Lef1, we performed chromatin immunoprecipitation (ChIP) in mouse epidermis in anagen using an antibody for Lef1 (Figure 3I). We detected Lef1-binding to the promoters of Misu and Msx2, a known target gene of Lef1 [23]. We further confirmed Misu as a transcriptional target of the Lef1/β-catenin complex by luciferase assays using the Misu promoter (pMisu) and full-length Lef1 or ΔN63Lef1 (ΔLef1), a mutant construct lacking the β-catenin binding motif. The assays were performed in presence or as an additional negative control absence of β-Catenin (Figure 3J). The Lef7 synthetic promoter (pLef7) served as positive control (Figure 3J). Luciferase activity using the Misu promoter increased around two-fold when the Lef1/β-catenin complex was present compared to the controls (Figure 3J). Finally, we confirmed in vivo that Misu RNA levels decreased when ΔLef1 was over-expressed in the mouse epidermis (K14ΔLef1) (Figure 3K). We concluded that expression of Misu is up-regulated by Lef1 when hair follicles enter anagen.
Misu is expressed in bulge stem cells and the hair germ at the initiation of anagen
The complete lack of expression of Misu in adult skin in both the IFE and the bulge in either the catagen or telogen phase of the hair cycle excludes its expression in quiescent stem cells. However, Misu-expression, detected by LacZ staining, was up-regulated in the bulge region (arrows) and the hair germ (HG) as early as telogen to anagen transition (Figure 4A, 4B; Figure S3A, S3B). We confirmed expression of Misu protein in the bulge (arrows) and the hair germ (arrowheads) in anagen by immunoflourescence using an antibody against mouse Misu (Figure 4C–4E; Figure S3C).
We next asked whether Misu-positive cells in the bulge were indeed stem cells. Hair follicle stem cells can be isolated by fluorescence activated cell sorting (FACS), based on high expression of CD34 and α6 integrin (Itgα6) (Figure 4F–4H) [24]. Progenitor cells of the hair germ are characterized by high expression of P-cadherin and low expression of Itgα6 (Figure 4I–4K; Figure S4A–S4C) [5]. Both, stem and progenitor populations were sorted from Misu +/− mice at the onset of anagen (P21) and tested for expression of Misu based on β-galactosidase activity (LacZ) using fluorescein di-galactoside (FDG) (Figure 4F–4K). Around 12% of bulge stem cells (Itgα6high/CD34+ve) and 17% of progenitor cells in the hair germ (Itgα6low/P-cadherinhigh) expressed Misu (Figure 4F–4K). No signal for FDG was detected in keratinocytes from wild-type mice (Figure 4G, 4J).
To further confirm co-expression of Misu with stem cells markers, we isolated FDG+ve and FDG−ve keratinocytes from Misu +/− mice at P21 (Figure S5A, S5B). QPCR analysis demonstrated that the stem cell markers CD34, NFATc1, and Lgr5 were enriched in Misu-expressing cells (FDG+ve) (Figure 4L–4O). Both populations expressed Itgα6 at similar levels (Figure S5C) but FDG+ve cells were also enriched for the hair germ markers Lef1, Wnt5a, and Sox6 (Figure 4P; Figure S5D, S5E). Expression of differentiation markers was comparable or decreased compared to FDG−ve cells (Figure S5F, S5G). We concluded that Misu was expressed in both bulge stem cells and cells of the hair germ at initiation of anagen.
Lack of Misu delays cell cycle entry of bulge stem cells at telogen–anagen transition
To test whether Misu might induce bulge stem cells to enter cell cycle at the transition of telogen to anagen, we FACS-sorted bulge stem cells, based on high expression of CD34 and Itgα6 (Figure S6A) and early progenitor cells of the hair germ, based on high expression of P-cadherin and low expression of Itgα6 (Figure S6B) at the onset of anagen at P21 in wild-type and Misu −/− mice. We then determined the cell cycle profile for all sorted populations (Figure 5A–5I). We did not observe any difference in cell cycle profile when the whole epidermal population was analyzed, and as expected most of the cells were in G1 (Figure 5B, 5C). However, the percentage of Misu −/− bulge stem cells (Itgα6high/CD34+ve) in S- and G2/M-phase of the cell cycle was significantly reduced compared to wild-type cells at anagen initiation (Figure 5D, 5E). In contrast, the cell cycle profile of progenitor cells (Itgα6low/P-cadherinhigh) in Misu −/− and wild-type epidermis was comparable (Figure 5F, 5G). At later stages, in anagen at P24, the percentage of Misu −/− bulge stem cell population dividing was comparable to that of wild-type controls (Figure 5H, 5I; Figure S6C). These data indicated that Misu was important to stimulate cell cycle entry of bulge stem cells at initiation of anagen and depletion of Misu might increase the quiescent phase of bulge stem cells.
Deletion of Misu extends quiescence of bulge stem cells
To test our hypothesis that lack of Misu resulted in increased number of quiescent bulge stem cells, we labelled Misu −/− and wild-type mice with BrdU, and detected label-retaining cells (LRC) after a chase period of four months (Figure 6A–6D). A long chase period allows detecting differences not only in the number of LRC but also in the intensity of the BrdU-label, which correlates with number of divisions. The number of LRC in Misu-depleted tail hair follicles was significantly increased in the outer follicles of triplets (Figure 6A–6C), which are known to go through the hair cycle concurrently, whereas the central follicle cycles asynchronously and usually has fewer LRC (data not shown) [25], [26], [27]. Additionally, the intensity of the BrdU-label was higher in Misu −/− skin suggesting that those cells divided slower than in their wt controls (Figure 6D).
Flow cytometry for CD34 and Itgα6 in anagen (P30), catagen (P40) and telogen (P49) confirmed that loss of Misu resulted in a two-fold increase of bulge stem cells only in telogen of the hair cycle (Figure 6E, 6F; Figure S7A). The number of hair germ cells in telogen (P49) was unchanged (Figure S7B). Strikingly, we found that the increase of bulge stem cells in Misu −/− epidermis was due to an enrichment of a distinct cell population with lower Itgα6 expression compared to wild-type skin (Figure 6E; red line), which might represent those bulge cells that failed to enter the cell cycle at the initiation of anagen (Figure 5D). If our hypothesis was correct CD34+ve but Itgα6low cells from Misu −/− mice should be more quiescent and therefore express higher levels of bulge stem cell markers than the comparable wild-type population.
To test our hypothesis, we sorted bulge stem cells into two populations: L (CD34+ve/Itgα6low) and H (CD34+ve/Itgα6high) (Figure 6G). We then analysed both populations for expression of bulge markers in wild-type and Misu −/− epidermis (Figure 6H). We found that population L obtained from Misu −/− mice showed consistently higher expression of the stem cell markers FGF-18, Itgα6, Sox9, CD34 and NFATc1 relative to wild-type mice (Figure 6H; Figure S8E). Importantly, population L did not show increased expression of the hair germ markers Wnt5a and Sox6, or Lgr5, a marker for cycling stem cells (Figure 6H). In contrast, population H from Misu −/− mice expressed similar levels of stem cell markers than wild-type mice, but showed an increase in the expression of hair germ markers. Thus, our data indicated that depletion of Misu resulted in an accumulation of quiescent CD34+ve/Itgα6low stem cells in the bulge.
To exclude the possibility that the increase in the quiescent stem cell population in Misu −/− mice was due to the general lack of Misu rather than being tissue-autonomous to skin, we generated a conditional knockout mouse model for Misu in the epidermis (Methods) (Figure S8A–S8C). Like in Misu −/− animals, also in mice with conditionally deleted Misu in the basal, undifferentiated layers of the epidermis (K14MisuΔ/Δ), a distinct cell population of stem cells with lower Itgα6 expression accumulated in the bulge (Figure S8D; red line in right hand panel) and expressed higher levels of stem cell markers than the Cre-negative Misuf/f controls (Figure S8E).
Deletion of Misu delays exit of stem cells from the bulge
In vivo lineage tracing experiments suggest that a sub-population of bulge cells migrate into the hair germ in telogen to then undergo cell division at the onset of anagen [4], [28]. We speculated that stem cells in the bulge of Misu −/− mice might fail to commit in the bulge and do not migrate into the hair germ. To determine whether lack of Misu affected stem cell migration into the hair germ, we labelled Misu −/− new born mice and control littermates with BrdU at late morphogenesis and chased them for one hair cycle until the second postnatal telogen (P47) We then detected quiescent bulge stem cells using an antibody to BrdU and compared the number and location of label-retaining cells (LRC) in the upper (high) and lower bulge region and the hair germ (Figure 6I–6M; Figure S9A–S9F) [4].
Wild-type and Misu −/− epidermal cells incorporated BrdU at the same rates (Figure S9A, S9B). After the chase period at P47, we found a significant higher number of fully labelled LRC in the high bulge area of Misu −/− epidermis (Figure 6J–6L). Moreover, the number of hair follicles without any LRC in the lower bulge or hair germ was three-fold higher in Misu −/− skin than wild-type littermates (Figure 6M). Accordingly, we also found that the intensity of the BrdU-label increased in the higher bulge and decreased in the lower bulge and hair germ when Misu was depleted (Figure S9C–S9F). Importantly, at this stage of the hair cycle the majority of bulge cells are yet not dividing, as shown by labelling for Ki67 (Figure 6J, 6K), excluding the possibility that Misu −/− cells diluted the label by cell divisions.
Our data showed that the increased quiescence of bulge stem cells in Misu −/− skin correlated with an accumulation of LRC in the upper part of the bulge, indicating that Misu −/− bulge stem cells are delayed in generating committed progenitor cells of the hair germ.
Deletion of Misu increases stem cell self-renewal and causes aberrant hair cycling
To test whether Misu-deletion led to increased self-renewal capacity of stem cells in vitro, we measured the colony forming efficiency (CFE) of sorted Itgα6high/CD34+ve bulge stem cells (Figure 7A). Out of all cell populations derived from skin, epidermal stem cells exhibit the highest CFE [29]. When seeded in clonal density, keratinocytes derived from Misu −/− mice formed more colonies than wild-type littermates (Figure 7A), indicating that Misu −/− cells have a higher self-renewal capacity than wild-type cells. Similarly, unsorted keratinocytes obtained from Misu −/− epidermis showed higher CFE than control keratinocytes (Figure 7B, 7C). Although expression of Misu was undetectable in adult IFE (Figure 2N), cultured keratinocytes obtained from back skin expressed high levels of Misu RNA and protein (Figure 7D; data not shown).
Our data indicated so far, that loss of Misu increased accumulation of bulge stem cells in their niche at late telogen leading to an increased self-renewing but quiescent stem cell population. Therfore, we speculated that Misu −/− hair follicles should be delayed in entering anagen. Indeed, depletion of Misu led to a delay of entry into the first and second synchronized hair cycle in males (Figure 7E–7L; Figure S10B, S10C). Compared to males, females exhibit a delayed hair cycle progression of around 2 days, yet even in Misu −/− females the percentage of hair follicles in the first anagen at P25 was lower than in their wild-type controls (Figure S10A; Table S1). Similarly, male mice with conditionally deleted Misu in the epidermis (K14MisuΔ/Δ), displayed a delay in entering the first adult hair cycle compared to controls (Misuf/f) (Figure 7M; Figure S10F–S10K).
Later entry into anagen in Misu-depleted skin resulted in delayed differentiation of matrix cells (Figure 7N–7U). The number of Lef1-postive cells, marking lineage committed hair follicle cells, was lower in matrix cells of Misu −/− mice (Figure 7N, 7O; arrows) [30]. Accordingly, expression of Dlx3, Gata3 and BMP signalling, as determined by staining for phosphorylated Smad1/5/8, were absent in Misu −/− anagen hair follicles (Figure 7P–7U; arrows). Once Misu −/− mice entered anagen, the hair follicles were morphologically indistinguishable from those of wild-type mice (Figure S10F, S10E, S10L–S10S). Our data suggested that Misu plays a role in accurately timing lineage commitment of hair follicle progenitor cells.
Discussion
The RNA methyltransferase Misu balances self-renewal and differentiation
Here we show through generating general and skin-specific loss-of-function mouse models that the RNA methyltransferase Misu (NSun2) defines expanding, committed progenitor populations in mammalian skin. Expression of Misu is absent in adult mouse interfollicular epidermis and the quiescent phases of the hair cycle (catagen and telogen). As the hair follicle enters its growing phase (anagen), Misu is expressed in the bulge and hair germ, both of which contain multipotent stem cells [3], [31], [32]. Cells in the hair germ give rise to transit amplifying (TA) cells in the hair matrix [4], [5]. Matrix cells, which collectively show the highest expression of Misu of all cell types, subsequently differentiate into all hair lineages [3].
Uniquely at the transition of telogen to anagen, Misu is co-expressed with markers for both quiescent (CD34+ve/Itgα6high) and cycling (Lgr5+ve) stem cells from the bulge and the hair germ respectively. However, in contrast to those stem cell populations, Misu- expressing cells exhibit reduced self-renewal capacity. Thus, although Misu could reversibly commit stem cells to differentiate [33], we clearly show that stem and committed progenitor cells co-exist within the bulge, the hair follicle stem cell niche. Our findings now raise the question of how only a few selected stem cells are activated during each hair cycle.
Misu is required for cellular division of bulge cells only at the telogen-to-anagen transition, indicating that its function is temporarily and spatially controlled in a strict manner. One key pathway that drives epidermal stem cells from telogen into anagen and specifies hair follicle lineages is the canonical Wnt pathway. Activation of Wnt signaling by transient expression of N-terminally truncated β-catenin in the epidermis is sufficient to induce ectopic hair follicle formation [34], [35], [36], [37], [38]. Conversely, when the pathway is inhibited by β-catenin ablation or expressing of a ΔNLef1 mutant, hair follicle formation is impaired [30], [39], [40], [41]. The identification of Misu as a direct downstream target of Lef1 further supports Misu as a key component during lineage commitment of bulge stem cells at the initiation of anagen. Thus, our data support a model in which stem and committed progenitors are distinct populations within the hair follicle that can be distinguished by their expression of Misu.
m5C RNA methylation and commitment to differentiate
Misu belongs to a large family of highly conserved methyltransferases, modifying cytosine-5 in RNA (RNA:m5C-MTase) [16]. Misu/NSun2 is the human orthologue of S. cerevisiae Trm4, both of which have substrate specificity towards tRNA [12], [13], [19]. Like for human and yeast NSun2, we confirm pre-tRNALeu (CAA) as a direct target substrate for mouse Misu in vivo. Although post-transcriptional methylation of tRNA at cytosine-5 is one of the most frequently encountered modifications, Dnmt2 and Misu are as yet the only identified tRNA:m5C MTases [13], [17], [18], [42]. Although it has been recently shown that m5C methylation protects tRNA from cleavage and degradation, the biological function this may mediate remains unclear [17], [43].
Similar to the depletion of Misu in mice, loss of Dnmt2 in zebrafish also results in reduced body size and impaired differentiation of specific tissues [44]. It remains, however, unclear why the RNA-methyltransferase activity of both proteins is critical in maintaining tissue homeostasis [44]. One possible mechanism of Misu's function is that methylated tRNA species could be directly involved in regulating stem cell differentiation. An alternative and intriguing possibility could be that methylation regulates the cleavage of tRNAs or intron-splincing of pre-tRNAs to generate products with microRNA-like features, which may offer an additional mechanism of post-transcriptional control [17], [45]. Recent RNA deep-sequencing data identified a new set of small RNAs derived from tRNAs, including intron sequences, which are associated with Dicer and Argonaute proteins, strongly suggesting a role of these fragments in RNA silencing [46], [47].
On the other hand, modified nucleotides in tRNA are well known to affect their structural and metabolic stability, and thus are likely to influence directly the rate or efficiency of protein translation [42], [48]. Interestingly, protein translation is hierarchically controlled during stem cell self-renewal and differentiation; while parsimonious during self-renewal, it enhances during differentiation [49]. This increased protein synthesis capacity in stem cells could allow rapid elevation of translational rate in response to differentiation signals [49].
In summary, we demonstrate that the RNA methyltransferase Misu (Nsun2) stimulates a sub-population of stem cells to leave the hair bulge and become committed progenitor cells in the hair germ. Thus we identify post-transcriptional RNA modifications as a novel mechanism by which stem cells control the balance between stem cell self-renewal and differentiation.
Materials and Methods
Ethics statement
All mouse husbandry and experiments were carried out according to the local ethics committee under the terms of a UK Home Office license.
Mice
Misu −/− mice were derived using 129S2 ES cell line carrying a Gene Trap in intron 8 of the NSUN2 gene (GGTC-clone ID: D014D11) generated by the German Gene Trap Consortium, and then mated with C57Bl6/J CBA F1 mice. F1 progeny was subsequently inbred. A PCR-based strategy was developed to distinguish the wild-type and Misu gene trap alleles. The primers are as follows: SR2, (5′GCC AAA CCT ACA GGT GGG GTC TTT) and B34 (5′- TGT AAA ACG ACG GGA TCC GCC) amplify a fragment 650 bp of the ß-geo cassette. The primers Misu-Int8-5′ (5′AGG TGG ACC TGA TCA TGG AG) and Misu-Int8-3′ (5′-AGGG AGG GTC TGG AAA GATG) amplify a fragment of 500 bp of the wild-type allele.
Mice containing a floxed allele of the NSUN2 gene were obtained by first crossing Nsun2tm1a(EUCOMM)Wtsi mice, generated by the Wellcome Trust Sanger Institute, with transgenic mice expressing Flp recombinase to delete the LacZ-neo cassette [50]. The offspring, containing two LoxP sites flanking exon 6, were then crossed with KRT14-cre mice (The Jackson Laboratory). In KRT14-cre mice, Cre-recombinase is expressed under the control of the keratin14 (KRT14) -promoter leading to deletion of Misu in all basal, undifferentiated cells of the epidermis (K14MisuΔ/Δ).
All mouse lines were bred to a mixed genetic background of CBA×C57BL/6J. Primers to identify Misuwt, Misuflox and MisuΔ alleles are F1 (5′CCC CCA CTG CTG CTC AAC G) and R1 (5′CAA TGC CAC CAC AAC CTC CTT).
Hair cycle analyses
Total of 97 Misu −/− mice with their wild-type controls and 29 K14MisuΔ/Δ with their Misuf/f control mice were genotyped and grouped by gender. Samples were taken from same regions from dorsal skin and process for H&E staining. Each mouse was classified into specific stages of the hair cycle based on established morphological guidelines [51]. The total numbers were represented as percentages.
tRNA bisulfite sequencing
Bisulfite conversion of tRNA was carried out as previously described [21]. cDNA was PCR amplified using primers specific for the deaminated sequences of tRNA-998Leu (CAA) and tRNA-1911Leu (CAA). tRNALeu (CAA) sequences were obtained from the Genomic tRNA Database (http://gtrnadb.ucsc.edu/). Primer sequences are as follows: Fw_Leu_De: 5′GAT GGT TGA GTG GTT TAA GGT GTT, Rv_Leu998_De: 5′CAC CTC CAA AAA AAA CCA AAA C and Rv_Leu1911_De: 5′CAC CTC CAT TCA AAA ACC AAA AC.
BrdU labelling
DNA label-retaining cells (LRC) were generated by repeated BrdU (Sigma) injections of neonatal mice at P10 [25]. For LRC assays animals were chased for the times indicated. For tracing migration of bulge LRC into the hair germ, animals were sacrificed at P47 [4]. LRC were detected by BrdU immunostaining in tail skin whole mounts. Z-stack volumes of random areas of the slide were collected using a confocal microscope (Leica SP5). Maximum projected images were quantified using Volocity software (PerkinElmer). Images were segmented to identify and measure intensity of BrdU-positive cells constrained to specific Regions Of Interest (ROI) defining the whole hair follicle (bulge and hair germ), high and low bulge region and hair germ. Frequency distributions of BrdU intensity were calculated with Microsoft Office Excel 2007 software (Microsoft).
Tissue staining
Immunostainings were performed on 10 µm paraffin sections. After citrate epitope retrieval, sections were permeabilized for 5 minutes with 0.2% Triton×100 at room temperature, blocked for 1 hour with 5% FCS and incubated overnight with the appropriate antibody dilution. Immunostaining on cryosections or cultured cells was performed as for paraffin after fixation for 10 minutes in 4% paraformaldehyde at room temperature. Tail epidermal whole mounts were prepared and immunolabelled as described previously [25], [36].
For LacZ staining, whole mounts of embryos or freshly obtained skin samples were fixed for 30 minutes at room temperature in buffer containing 0.1 M phosphate buffer, 5 mM EGTA, 2 mM MgCl2 and 0.2% glutaraldehyde. Samples were then washed three times for 15 minutes each in wash buffer (2 mM MgCl2 and 0.1% Nonidet P40 in 0.1 M phosphate buffer) and stained for 12 hours in a solution consisting of 1 mg/ml X-gal (Melford), 5 mM K3Fe(CN)6 and 5 mM K4Fe(CN)6 in wash buffer. The skin samples were then embedded in paraffin, sectioned at 10 µm and stained with eosin or used for stainings.
Primary antibodies were used at the following dilutions: rabbit monoclonal antibody to Ki67 (1∶100; SP6, Vector Labs), rabbit polyclonal anti mouse keratin 14 (1∶2000; Covance), rabbit polyclonal anti mouse keratin 10 (1∶500; Covance), mouse monoclonal anti Gata3 (1∶50; HG3-31, Santa Cruz Biotechnology), rabbit polyclonal anti Lef1 (1∶50; Cell Signaling Technology), mouse polyclonal anti Dlx3 (1∶200; Abnova), guinea pig polyclonal anti hair keratins 31, 71 and 72 (1∶200; Progen), rabbit polyclonal anti keratin 6 (1∶5.000; Babco), rabbit polyclonal to phosphor-Smad1/5/8 (1∶50; Cell Signaling Technology), rabbit polyclonal CUK-1079-A antibody to mouse Misu (1∶1000; produced by Covalab), mouse monoclonal to keratin 15 (1∶1000) [25]), rat monoclonal anti BrdU (1∶100; Abcam), goat polyclonal anti P-cadherin (1∶100; R & D Systems), rat monoclonal anti α6 integrin (1∶500; GoH3, AbD Serotec), Secondary antibodies (Alexa Fluor 594- and 488-conjugated anti-rabbit, mouse, rat and guinea pig, Invitrogen) were added at a dilution of 1∶500 for 1 hour at room temperature together with DAPI to label nuclei.
White field images were acquired using an Olympus IX80 microscope and a DP50 camera. Confocal images were acquired on a Leica TCS SP5 confocal microscope. Z-stacks were acquired at 100 Hz with an optimal stack distance and 1024×1024 dpi resolutions. Z-stack projections were generated using the LAS AF software package (Leica Microsystems). All the images were processed with Photoshop CS4 (Adobe) software.
Protein extraction and Western blotting
Proteins were extracted from cultured keratinocytes or total skin. 1 cm2 pieces of total back skin (dermis and epidermis) were snap-frozen in liquid N2, transferred to lysis buffer (1% NP-40, 200 mM NaCl, 25 mM Tris-HCl, pH 8, 1 mM DTT) including protease inhibitor cocktail (Roche) and homogenised for 30 seconds. Samples were incubated on ice for 20 minutes. Protein lysates were cleared by centrifugation at 13,000 rpm. Total protein concentration was quantified using Dc Protein Assay (Bio-Rad). Equal amounts of protein were run in 7.5% polyacrylamide gels and blotted onto Hybond-P PVDF membranes (GE Healthcare), which were incubated in TBST-blocking solution (Tris-buffered saline, pH 8.8, with 5% skimmed milk powder). Blots were incubated overnight at 4°C with primary antibodies, washed and incubated with the appropriate HRP-conjugated secondary antibodies (GE Healthcare). α-Tubulin (Sigma) was used as a loading control. The chemiluminescent signal was detected using the ECL Plus Detection System (GE Healthcare).
RNA extraction and quantitative RT–PCR (QPCR)
Total RNA from mouse skin or cultured keratinocytes was prepared using Trizol reagent (Invitrogen) according to the manufacturer's instructions. Total RNA from flow-sorted cells was purified using Pure-Link RNA Micro Isolation Kit (Invitrogen). Double-stranded cDNA was generated from 1 µg total RNA using Superscript III First-Strand Synthesis kit (Invitrogen) and random hexamer primers (Promega). A minimum of two independent biological and three technical replicates was analysed. In case of Itgá6/CD34+ve-sorted cells one sample was pooled from four mice. For FDG-sorted cells one sample was pooled from one mouse.
Real-time PCR amplification and analysis was conducted using the 7900HT Real-Time PCR System (Applied Biosystems). The standard amplification protocol was used with pre-designed probe sets and TaqMan Fast Universal PCR Master Mix (2×) (Applied Biosystems). Probe set Mm00520224_m1 and Mm00487803_m1 were used to amplify mouse NSun2 (Misu) and c-Myc from total skin. The following probes were used to amplify selected genes from flow-sorted cells: α6 integrin (Mm01333831_m1), FGF-18 (Mm00433286_m1), CD34 (Mm00519283_m1), NFATc1 (Mm00479445_m1), Sox9 (Mm00448840_m1), Lgr5 (Mm00438890_m1), Sox6 (Mm00488393_m1), Wnt5a (Mm00437347_m1), Lef1 (Mm00550265_m1), Gata3 (Mm01337569_m1) and Keratin 72 (Mm00495207_m1). GAPDH expression (4352932E) was used to normalize samples using the ΔCt method.
Cloning, cell culture, transfection, and reporter assays
The −2068 to −48 bp DNA fragment of the mouse Misu promoter was cloned into the pGL3-Basic vector (Promega). Plasmids for the reporter assays included pCDNA 3.1-hLef1-V5 (Lef1), pCDNA 3.1-ΔN63-hLef1-V5 (ΔLef1), and pCDNA 3.1-S33Y mCTNNB1 (β-catenin). pLef7-fos-luc (pLef7) was kindly provided by R. Grosschedl [52]. Hela cells were grown in DMEM (Invitrogen) supplemented with 10% fetal calf serum (FCS) in a humidified atmosphere at 37°C and 5% CO2. Cells were transiently co-transfected with the promoter construct, pRL-TK renilla as an internal control and the indicated plasmids using Lipofectamine LTX transfection reagent (Invitrogen). After recovery, cells were grown in media containing 0.2%FCS. Luciferase activity was measured 36–48 hours after the transfection using the Dual-Luciferase Reporter Assay System (Promega) on Glomax (Promega). Each transfection was carried out in triplicate and the experiment was repeated twice.
Flow cytometry, cell sorting, and cell cycle analysis
To isolate mouse keratinocytes from dorsal back skin we rinsed mouse back skin in 10% Betadine and 70% ethanol and washed it in PBS. The dermal side was thoroughly scraped to remove excess fat. The tissue was then floated on 0.25% Trypsin without EDTA (Invitrogen) for 2 hours at 37°C or overnight at 4°C. The epidermis was subsequently scraped from the dermis, minced using scalpels, disaggregated by gentle pipetting and filtered through a 70 ìm cell strainer. Trypsin was inactivated by addition of low-calcium medium with 10% FCS. The cells were pelleted and resuspended in the following antibodies: PE-conjugated Itgá6 (clone GoH3, eBiosciences), Alexa Fluor 647-conjugated CD34 (RAM34, eBiosciences) and goat polyclonal anti-P-cadherin (R & D Systems). After incubation for 45 minutes at 4°C, cells were washed twice in PBS. For detection of P-cadherin, cells were incubated for 10 minutes at 4°C with anti-goat Alexa Fluor 647-congugated secondary antibody (Invitrogen).
Cells were gated using forward versus side scatter to eliminate debris. Doublet discrimination was carried out using pulse width. The viable cells were then gated by their exclusion of DAPI using a 450/65 nm filter. Itgá6 PE stained cells were detected using a 580/30 nm filter and Alexa 647 cells were detected using a 670/30 nm filter. Cells were sorted with a MoFlo high-speed sorter (Beckman Coulter).
For cell cycle analysis of Itgá6high/CD34+ve or Itgá6low/P-cadherinhigh cell populations, cells were fixed with 1% paraformaldehyde for 5 minutes after immunolabelling, transferred to cold 70% ethanol and incubated for at least 1 hour before stained with propidium iodide (PI) or DAPI (Sigma). After incubating the cells for 1 hour in RNase, analysis was carried out on a CyAN ADP analyzer (Beckman Coulter).
For detection of intracellular β-galactosidase activity, mouse keratinocytes from mice in early anagen (P21) were loaded with fluorescein-di-β-D-galactopyranoside (FDG) (Sigma) using hypotonic shock. Briefly, equal volume of cells was mixed with warm 2× hypothonic shock solution (2 mM FDG in water) and incubated for 30 seconds at 37°C, then cold media was added. Cells were washed and subsequently stained with the appropriate antibodies. Cells were then sorted based on FDG (fluorescence detected using a 530/40 nm filter), after gating out dead cells (based on DAPI staining).
Cell culture of mouse keratinocytes, clonal growth, and differentiation assay
Mouse keratinocytes were isolated as described above and cultured on mitomycin-treated J2-3T3 feeder cells on collagen type I (BD Biosciences) coated plates (BD Falcon). Mouse keratinocytes were grown in low-calcium FAD media (one part Ham's F12, three parts Dulbecco's modified Eagle's medium, 18 mM adenine and 0.05 mM calcium) supplemented with 10% FCS and a cocktail of 0.5 µg/ml of hydrocortisone, 5 µg/ml insulin, 10−10 M cholera enterotoxin, and 10 ng/ml epidermal growth factor (HICE cocktail) and maintained in a humidified atmosphere at 32°C and 8% CO2.
Clonal growth was assayed by culturing 500 to 2500 Itgá6high/CD34+ve sorted cells or 5000 to 10000 viable epidermal cells per well in 6-well plates for 3 weeks. Cells were fixed and stained with 1% Rhodamine B. Three independent experiments were conducted.
Chromatin immunoprecipitation (ChIP)
Mouse keratinocytes were isolated from mouse skin in anagen and processed according Chromatin immunoprecipitation Assay Kit (Upstate). Chromatin was incubated with control anti-rabbit IgG and anti-Lef1 (Cell Signaling) antibody overnight at 4°C. The samples were eluted after washing. PCR reactions were performed by sets of specific primers: Misu TCT GTG CGG TCC TTT CTA CC (forward) and CGC GTC CTG CTA GCT ATG TT (reverse); Msx2 AAG GGA GAA AGG GTA GAG (forward) and CCC GCC TGA GAA TGT TGG (reverse) and GAPDH TAC TAG CGG TTT TAC GGG CG (forward) and TCG AAC AGG AGG AGC AGA GAG CGA (reverse).
Statistical analysis
The significance of quantitative data was tested using the unpaired, two-tailed Student's T test.
Supporting Information
Zdroje
1. FuchsE 2009 The tortoise and the hair: slow-cycling cells in the stem cell race. Cell 137 811 819
2. CotsarelisG 2006 Epithelial stem cells: a folliculocentric view. J Invest Dermatol 126 1459 1468
3. BlanpainCFuchsE 2009 Epidermal homeostasis: a balancing act of stem cells in the skin. Nat Rev Mol Cell Biol 10 207 217
4. ZhangYVCheongJCiapurinNMcDermittDJTumbarT 2009 Distinct self-renewal and differentiation phases in the niche of infrequently dividing hair follicle stem cells. Cell Stem Cell 5 267 278
5. GrecoVChenTRendlMSchoberMPasolliHA 2009 A two-step mechanism for stem cell activation during hair regeneration. Cell Stem Cell 4 155 169
6. MurphyMJWilsonATrumppA 2005 More than just proliferation: Myc function in stem cells. Trends Cell Biol 15 128 137
7. WattFMFryeMBenitahSA 2008 MYC in mammalian epidermis: how can an oncogene stimulate differentiation? Nat Rev Cancer 8 234 242
8. WilsonALaurentiETrumppA 2009 Balancing dormant and self-renewing hematopoietic stem cells. Curr Opin Genet Dev 19 461 468
9. ArnoldIWattFM 2001 c-Myc activation in transgenic mouse epidermis results in mobilization of stem cells and differentiation of their progeny. Curr Biol 11 558 568
10. WaikelRLKawachiYWaikelPAWangXJRoopDR 2001 Deregulated expression of c-Myc depletes epidermal stem cells. Nat Genet 28 165 168
11. FryeMGardnerCLiERArnoldIWattFM 2003 Evidence that Myc activation depletes the epidermal stem cell compartment by modulating adhesive interactions with the local microenvironment. Development 130 2793 2808
12. FryeMWattFM 2006 The RNA methyltransferase Misu (NSun2) mediates Myc-induced proliferation and is upregulated in tumors. Curr Biol 16 971 981
13. BrzezichaBSchmidtMMakalowskaIJarmolowskiAPienkowskaJ 2006 Identification of human tRNA:m5C methyltransferase catalysing intron-dependent m5C formation in the first position of the anticodon of the pre-tRNA Leu (CAA). Nucleic Acids Res 34 6034 6043
14. HussainSBenaventeSBNascimentoEDragoniIKurowskiA 2009 The nucleolar RNA methyltransferase Misu (NSun2) is required for mitotic spindle stability. J Cell Biol 186 27 40
15. SuzukiMMBirdA 2008 DNA methylation landscapes: provocative insights from epigenomics. Nat Rev Genet 9 465 476
16. MotorinYLykoFHelmM 2010 5-methylcytosine in RNA: detection, enzymatic formation and biological functions. Nucleic Acids Res 38 1415 1430
17. SchaeferMPollexTHannaKTuortoFMeusburgerM 2010 RNA methylation by Dnmt2 protects transfer RNAs against stress-induced cleavage. Genes Dev 24 1590 1595
18. GollMGKirpekarFMaggertKAYoderJAHsiehCL 2006 Methylation of tRNAAsp by the DNA methyltransferase homolog Dnmt2. Science 311 395 398
19. MotorinYGrosjeanH 1999 Multisite-specific tRNA:m5C-methyltransferase (Trm4) in yeast Saccharomyces cerevisiae: identification of the gene and substrate specificity of the enzyme. Rna 5 1105 1118
20. KingMYRedmanKL 2002 RNA methyltransferases utilize two cysteine residues in the formation of 5-methylcytosine. Biochemistry 41 11218 11225
21. SchaeferMPollexTHannaKLykoF 2009 RNA cytosine methylation analysis by bisulfite sequencing. Nucleic Acids Res 37 e12
22. FuchsE 2007 Scratching the surface of skin development. Nature 445 834 842
23. HusseinSMDuffEKSirardC 2003 Smad4 and beta-catenin co-activators functionally interact with lymphoid-enhancing factor to regulate graded expression of Msx2. J Biol Chem 278 48805 48814
24. BlanpainCLowryWEGeogheganAPolakLFuchsE 2004 Self-renewal, multipotency, and the existence of two cell populations within an epithelial stem cell niche. Cell 118 635 648
25. BraunKMNiemannCJensenUBSundbergJPSilva-VargasV 2003 Manipulation of stem cell proliferation and lineage commitment: visualisation of label-retaining cells in wholemounts of mouse epidermis. Development 130 5241 5255
26. SchweizerJMarksF 1977 Induction of the formation of new hair follicles in mouse tail epidermis by the tumor promoter 12-O-tetradecanoylphorbol-13-acetate. Cancer Res 37 4195 4201
27. SchweizerJMarksF 1977 A developmental study of the distribution and frequency of Langerhans cells in relation to formation of patterning in mouse tail epidermis. J Invest Dermatol 69 198 204
28. OshimaHRochatAKedziaCKobayashiKBarrandonY 2001 Morphogenesis and renewal of hair follicles from adult multipotent stem cells. Cell 104 233 245
29. JonesPHHarperSWattFM 1995 Stem cell patterning and fate in human epidermis. Cell 80 83 93
30. MerrillBJGatUDasGuptaRFuchsE 2001 Tcf3 and Lef1 regulate lineage differentiation of multipotent stem cells in skin. Genes Dev 15 1688 1705
31. WattFMJensenKB 2009 Epidermal stem cell diversity and quiescence. EMBO Mol Med 1 260 267
32. LiLCleversH 2010 Coexistence of quiescent and active adult stem cells in mammals. Science 327 542 545
33. HsuYCPasolliHAFuchsE 2011 Dynamics between stem cells, niche, and progeny in the hair follicle. Cell 144 92 105
34. BakerCMVerstuyfAJensenKBWattFM 2010 Differential sensitivity of epidermal cell subpopulations to beta-catenin-induced ectopic hair follicle formation. Dev Biol 343 40 50
35. GatUDasGuptaRDegensteinLFuchsE 1998 De Novo hair follicle morphogenesis and hair tumors in mice expressing a truncated beta-catenin in skin. Cell 95 605 614
36. Lo CelsoCProwseDMWattFM 2004 Transient activation of beta-catenin signalling in adult mouse epidermis is sufficient to induce new hair follicles but continuous activation is required to maintain hair follicle tumours. Development 131 1787 1799
37. LowryWEBlanpainCNowakJAGuaschGLewisL 2005 Defining the impact of beta-catenin/Tcf transactivation on epithelial stem cells. Genes Dev 19 1596 1611
38. Van MaterDKolligsFTDlugoszAAFearonER 2003 Transient activation of beta -catenin signaling in cutaneous keratinocytes is sufficient to trigger the active growth phase of the hair cycle in mice. Genes Dev 17 1219 1224
39. AndlTReddySTGaddaparaTMillarSE 2002 WNT signals are required for the initiation of hair follicle development. Dev Cell 2 643 653
40. HuelskenJVogelRErdmannBCotsarelisGBirchmeierW 2001 beta-Catenin controls hair follicle morphogenesis and stem cell differentiation in the skin. Cell 105 533 545
41. NiemannCWattFM 2002 Designer skin: lineage commitment in postnatal epidermis. Trends Cell Biol 12 185 192
42. MotorinYHelmM 2010 tRNA stabilization by modified nucleotides. Biochemistry 49 4934 4944
43. ChernyakovIWhippleJMKotelawalaLGrayhackEJPhizickyEM 2008 Degradation of several hypomodified mature tRNA species in Saccharomyces cerevisiae is mediated by Met22 and the 5′-3′ exonucleases Rat1 and Xrn1. Genes Dev 22 1369 1380
44. RaiKChidesterSZavalaCVManosEJJamesSR 2007 Dnmt2 functions in the cytoplasm to promote liver, brain, and retina development in zebrafish. Genes Dev 21 261 266
45. PedersonT 2010 Regulatory RNAs derived from transfer RNA? RNA 16 1865 1869
46. BurroughsAMAndoYHoonMLTomaruYSuzukiH 2011 Deep-sequencing of human Argonaute-associated small RNAs provides insight into miRNA sorting and reveals Argonaute association with RNA fragments of diverse origin. RNA Biol 8
47. ColeCSobalaALuCThatcherSRBowmanA 2009 Filtering of deep sequencing data reveals the existence of abundant Dicer-dependent small RNAs derived from tRNAs. Rna 15 2147 2160
48. PhizickyEMHopperAK 2010 tRNA biology charges to the front. Genes Dev 24 1832 1860
49. SampathPPritchardDKPabonLReineckeHSchwartzSM 2008 A hierarchical network controls protein translation during murine embryonic stem cell self-renewal and differentiation. Cell Stem Cell 2 448 460
50. RodriguezCIBuchholzFGallowayJSequerraRKasperJ 2000 High-efficiency deleter mice show that FLPe is an alternative to Cre-loxP. Nat Genet 25 139 140
51. Muller-RoverSHandjiskiBvan der VeenCEichmullerSFoitzikK 2001 A comprehensive guide for the accurate classification of murine hair follicles in distinct hair cycle stages. J Invest Dermatol 117 3 15
52. BruhnLMunnerlynAGrosschedlR 1997 ALY, a context-dependent coactivator of LEF-1 and AML-1, is required for TCRalpha enhancer function. Genes Dev 11 640 653
Štítky
Genetika Reprodukčná medicínaČlánok vyšiel v časopise
PLOS Genetics
2011 Číslo 12
- Je „freeze-all“ pro všechny? Odborníci na fertilitu diskutovali na virtuálním summitu
- Gynekologové a odborníci na reprodukční medicínu se sejdou na prvním virtuálním summitu
Najčítanejšie v tomto čísle
- Targeted Proteolysis of Plectin Isoform 1a Accounts for Hemidesmosome Dysfunction in Mice Mimicking the Dominant Skin Blistering Disease EBS-Ogna
- The RNA Silencing Enzyme RNA Polymerase V Is Required for Plant Immunity
- The FGFR4-G388R Polymorphism Promotes Mitochondrial STAT3 Serine Phosphorylation to Facilitate Pituitary Growth Hormone Cell Tumorigenesis
- Hierarchical Generalized Linear Models for Multiple Groups of Rare and Common Variants: Jointly Estimating Group and Individual-Variant Effects