Abstract
A hallmark of active centromeres is the presence of the histone H3 variant CenH3 in the centromeric chromatin, which ensures faithful genome distribution at each cell division. A functional centromere can be inactivated, but the molecular mechanisms underlying the process of centromere inactivation remain largely unknown. Here, we describe the loss of CenH3 protein as part of a developmental program leading to the formation of the somatic nucleus in the eukaryote Paramecium. We identify two proteins whose depletion prevents developmental loss of CenH3: the domesticated transposase Pgm involved in the formation of DNA double strand cleavages and the Polycomb-like lysine methyltransferase Ezl1 necessary for trimethylation of histone H3 on lysine 9 and lysine 27. Taken together, our data support a model in which developmentally programmed centromere loss is caused by the elimination of DNA sequences associated with CenH3.
INTRODUCTION
The centromere is the specialized chromosomal region that defines the assembly sites for the kinetochore and is therefore essential for faithful genome distribution at each cell division. In most eukaryotes, functional centromeres are marked by the presence of the histone H3 variant CenH3 that replaces canonical H3 in centromeric nucleosomes. CenH3 is thought to serve as a loading platform for the recruitment of other kinetochore proteins (1). In general, chromosomes contain a single region where centromere DNA sequences assemble kinetochores. However, genome rearrangements can lead to the accidental emergence of an additional centromere on the same chromosome. Such dicentric chromosomes are generally unstable during mitosis (2,3), but can give rise to functionally monocentric chromosomes that segregate normally during cell division, when one centromere is inactivated (4). Inactivated centromeres are characterized by the absence of primary constriction on metaphase chromosomes and key kinetochore proteins (5,6). The molecular mechanisms underlying the process of centromere inactivation are still poorly understood, even though several studies suggested two possible pathways: (i) deletion of centromere DNA sequences and (ii) epigenetic inactivation when centromeric DNA is retained but CenH3 is absent (7–11).
The eukaryote Paramecium tetraurelia provides an interesting context to dissect the general mechanisms that control centromere inactivation. In this unicellular organism, two types of nuclei with distinct modes of chromosome segregation coexist in the same cytoplasm (Figure 1A). The highly polyploid somatic macronucleus (MAC) is responsible for gene expression, while the diploid germline micronuclei (MICs) ensure the transmission of the genetic material to the next sexual generation. The two nuclei divide at each cell division during vegetative growth, but only the MIC chromosomes segregate in daughter cells through conventional mitosis (12) (Figure 1A). In contrast to MICs, MAC undergoes nuclear division through a nonmitotic process that does not seem to involve chromosome condensation or mitotic spindle assembly (13,14). Yet both MIC and MAC develop from the zygotic nucleus formed after meiosis of the MICs. Mitotic divisions of the zygotic nucleus produce four identical diploid nuclei that differentiate into new MICs and new MACs, while the maternal MAC is progressively destroyed. Development of the somatic MAC from the zygotic nucleus is characterized by extensive and reproducible remodeling of the genome, which includes the precise excision of numerous, short, unique noncoding Internal Eliminated Sequences (IESs) and the elimination of about 25 Mb of MIC-limited regions, often containing repetitive sequences (15). As a result, P. tetraurelia germline MIC chromosomes—their sequence and precise number are not yet known—are fragmented into approximately 200 shorter MAC molecules healed by de novo telomere addition (16). Key proteins required for programmed DNA elimination are: (i) the putative endonuclease PiggyMac (Pgm), necessary for the introduction of DNA double strand breaks at the extremities of IESs (17,18); (ii) the Polycomb-like putative histone methyltransferase Ezl1, necessary for histone H3 trimethylation of lysine 9 and lysine 27 during macronuclear development (19); (iii) the Dicer-like proteins 2 and 3 (Dcl2 and Dcl3), necessary for the biogenesis of 25 nt scanRNAs involved in the maternal control of DNA elimination (20); (iv) the Dicer-like 5 protein (Dcl5), necessary for the production of 26–30 nt iesRNAs (21).
Here, we identify the centromeric histone variant CenH3 of P. tetraurelia. We show that the centromeric function is restricted to the germline MICs and that the CenH3 protein is absent from the somatic MAC. We also show that the CenH3 protein is lost during somatic differentiation, in the same developmental time window as DNA elimination events. We further demonstrate that CenH3 loss requires key proteins involved in programmed DNA elimination. Taken together, our data support a model in which developmentally programmed centromere loss is caused by the physical elimination of DNA sequences associated with CenH3.
MATERIALS AND METHODS
Paramecium strains and cultivation
All experiments were carried out with the entirely homozygous strain 51 of P. tetraurelia. Cells were grown in wheat grass powder (WGP) (Pines International) infusion medium bacterized the day before use with Klebsiella pneumoniae, unless otherwise stated, and supplemented with 0.8 mg/ml β-sitosterol (Merck). Cultivation, autogamy and conjugation were carried out at 27°C as described (22,23).
CenH3a antibody and indirect immunofluorescence
Polyclonal rabbit antibodies were raised to an amino-terminal peptide sequence (positions 4–23: KTTKENNNQSFQVDNNEKMP) of the CenH3a protein with Quality Controlled Biochemicals. Although the affinity-purified CenH3a antibodies do not work in Western blot, we demonstrated their specificity by dot blot and competition assays (Supplementary Figure S4A–B) with secondary horseradish peroxidase-conjugated donkey anti-rabbit IgG antibody (Promega), followed by detection by ECL (SuperSignal West Pico Chemiluminescent Substrate, Thermo Scientific). For immunostaining, two protocols were used and gave the same results. Cells were treated as described in (19) or cells were permeabilized for 5 min in PHEM (60 mM PIPES, 25 mM HEPES, 10 mM EGTA, 2 mM MgCl2, pH 6.9) with 1% Triton (Sigma-Aldrich), then fixed for 30 min in PHEM with 1.3% formaldehyde (Sigma-Aldrich). Cells were washed in TBST (10 mM Tris pH 7.4, 150 mM NaCl, 1% Tween 20, 10 mM EGTA, 2 mM MgCl2) with 3% BSA (Sigma-Aldrich) and incubated with CenH3a antibody (dilution 1:500), washed, incubated with secondary anti-rabbit antibody (Alexa Fluor A488 or A568, dilution 1:500)(Life Technologies), stained with 0.4 μg/ml Hoechst (Sigma-Aldrich) and mounted on microscope slides in Citifluor AF2 glycerol solution (Biovalley). Images were acquired using laser-scanning confocal microscopes (Leica DMI 6000 or ZEISS LSM 710) and a Plan-Apochromat 63×/1.40 oil DIC M27 objective. Z-series were performed with Z-steps of 0.5 μm.
Injection of GFP fusion transgenes, GFP localization and fluorescence quantification
For the construction of in-frame CenH3 fusion, the coding sequence of the CENH3a and CENH3b genes were inserted into the plasmid pTI (Baptiste Saudemont and Eric Meyer, unpublished) upstream of a GFP coding fragment adapted to Paramecium codon usage. As a result, the GFP is fused to the C-terminus of CenH3a and CenH3b and the fusion protein is expressed under the control of the constitutive promoter of the Elongation Factor Tu (Supplementary Figure S3A). A flexible linker sequence was added between the CENH3 and the GFP coding sequences (Supplementary Figure S3A). Plasmids carrying the CENH3a- and CENH3b- GFP fusion transgenes were linearized by BglI and were microinjected into the MAC of vegetative 51 cells. For localization of CenH3a-GFP and CenH3b-GFP proteins, cells transformed with GFP transgenes were fixed as described in (19). Quantification of GFP signal intensity was performed with the ImageJ software. The average fluorescence intensities of CenH3b-GFP in the two MICs (signal) and in corresponding volumes of the cytoplasm (background) were measured. The mean and standard deviation of the corrected average fluorescence intensities values (signal minus background) were calculated using at least 30 individual cells for each silencing condition.
Gene silencing experiments
Plasmids used for dsRNA production in silencing experiments were obtained by cloning PCR products from each gene using plasmid L4440 and Escherichia coli strain HT115 DE3, as previously described (24). To maximize silencing specificity, dsRNA sequences corresponding to the most divergent region of CENH3 genes were chosen (77% identity at the nucleotide level and no 22 pb segment of perfect identity): 7–174 and 7–186 of PTETG46600001001 (CENH3a) and PTETG6500002001 (CENH3b), respectively. The fragments used for ND7, ICL7a, DCL2, DCL3, DCL5, EZL1-1 and PGM-1 are those previously described (19).
Silencing media were prepared by inoculating precultures of the appropriate bacterial strains into WGP medium containing 0.1 mg/ml ampicillin (Sigma-Aldrich). Following 6–8 h of shaking at 37°C, bacterial cultures were diluted into the same medium to OD600 = 0.08 and supplemented with 0.4 mM IPTG (Euromedex) to induce the synthesis of dsRNA. Following overnight induction at 37°C, 0.8 mg/ml of β-sitosterol (Merck) were added before use. Paramecium tetraurelia cells were first grown in standard K. pneumoniae medium for 20–30 vegetative fissions then washed twice in silencing medium. Cells were grown for eight to ten additional vegetative fissions in silencing medium (freshly induced medium was added the second day) before starvation-induced autogamy. Progression of autogamy was monitored by Hoechst (Sigma-Aldrich) staining, and cells were generally 100% autogamous at day 1 of starvation. At day 3 or 4, 30–60 autogamous cells were picked and transferred individually to 200 μl of K. pneumoniae medium to monitor growth of sexual progeny.
RESULTS
Identification of centromeric histone H3 variants
In order to identify the centromeric histone CenH3 of P. tetraurelia, we first searched for histone H3 homologues in the MAC genome assembly (25,26). Indeed, CenH3 proteins bear strong homology to canonical histone H3 protein but contain distinct sequence features, including a noncanonical N-terminal tail, a more divergent core histone fold and a slightly longer loop 1 region (27). We identified 16 genes encoding ten different histone H3 proteins (Supplementary Figures S1 and Figure 1B). The exceptionally high number of H3 variants found in the Paramecium genome is due in part to the presence of closely related genes that arose from a recent whole genome duplication (16).
Among the ten identified histone H3 proteins, five (H3P1, H3P2, H3P3, H3P4a, H3P4b) are closely related to the human canonical histone H3 (Figure 1B). Both H3P4 proteins have an isoleucine at position 89, a signature for the transcription-associated H3.3 variant (28), instead of a valine in the other three canonical H3 proteins (H3P1, H3P2, H3P3) (Supplementary Figure S2). Therefore H3P4 proteins are most likely H3.3 variants. In contrast to other organisms, Paramecium canonical H3 proteins and putative H3.3 variants are quite divergent from the highly conserved histone H3 (81% overall identity and 90% similarity with human H3). The differences include the addition of a few amino acids in the N-terminal tail and several amino acid substitutions throughout the proteins (Supplementary Figure S2). Consistent with previous reports (29–32), ciliate histone proteins appear to evolve more rapidly.
The other five histone H3 variants are much more divergent (Figure 1B). Remarkably, the H3v1 and H3v2 proteins harbor deletions and/or substitutions around critical lysine residues (K9, K27, K79) usually associated with post-translational modifications (Supplementary Figure S2). CenH3a and CenH3b can be distinguished from canonical H3 and other H3 histone variants by their distinct features. The histone fold domains of CenH3a and CenH3b are only 44% identical to other histone H3 variants in P. tetraurelia. These two proteins harbor a longer loop 1 region within the histone fold domain, a highly divergent N-terminal tail and an extension of the C-terminal tail (Supplementary Figure S2). Thus, CenH3a and CenH3b present the hallmarks of CenH3 proteins (27). Compared to the other H3 proteins, CenH3a and CenH3b variants are the most divergent, and are constitutively expressed at low levels during the life cycle (Supplementary Figure S1). Even though they are duplicates from the last whole genome duplication, the proteins only share 90% overall amino acid identity and are most divergent in the N-terminal tail (76% identity).
CenH3 proteins localize exclusively to the germline MICs
C-terminal GFP fusions were used to analyze the subcellular localization of the CenH3a and CenH3b proteins (see Materials and Methods and Supplementary Figure S3A). Transgenes expressing each fusion protein were microinjected into the MAC of vegetative cells and the resulting transformants were grown (Supplementary Figure S3A). At each cell division during vegetative growth, the micro- and macronuclei divide (Figure 1A). In cells expressing CenH3a- or CenH3b- GFP fusion proteins, GFP fluorescence was never detected in the MAC, but was exclusively found in the MICs of the transformed clones (Supplementary Figure S3B–E). To confirm these observations, we performed indirect immunostaining experiments with a polyclonal antibody that was shown to be highly specific for CenH3a (see Materials and Methods and Supplementary Figure S4A–C). As for the GFP fusion proteins (Supplementary Figure S3B–E), the endogenous CenH3a protein was found in the MICs at all stages of the cell cycle (Figure 1C and D) and was completely absent from the MAC (Figure 1C). During interphase, CenH3 staining forms large nuclear dots (Figure 1D, Supplementary Figure S3 panels C and E), suggesting that centromeres cluster as described in other systems (33,34). The CenH3a and CenH3b proteins colocalize at subnuclear regions in the MICs, as shown using CenH3b-GFP and the CenH3a antibody (Figure 1E). This punctate staining relocated on the metaphase plate (Figure 1D, Supplementary Figure S3 panels C and E). Previous studies had estimated the number of MIC chromosomes to be between 30 and 60 pairs depending on Paramecium species (12,35–36). Due to the small size and large number of MIC chromosomes, we could not count them with accuracy, nor could we determine whether MIC chromosomes are monocentric or holocentric, i.e centromeres dispersed all along the chromosome, as in C. elegans (37).
CenH3a is required for correct micronuclear division at mitosis
To examine the role of CenH3 proteins, each CenH3 protein was depleted separately during vegetative growth by feeding P. tetraurelia cells on double-stranded RNA-producing bacteria to induce RNA interference (24) (Figure 2A). We first checked the efficiency of protein depletion. Cells transformed with the CENH3b-GFP fusion construct were submitted to CENH3a, CENH3b or control RNAi, against the nonessential gene ND7. After 48 h, indirect immunostaining with the CenH3a antibody revealed no signal in 76% of cells subjected to CENH3a RNAi, indicating efficient CenH3a protein depletion (Supplementary Figure S4D). Furthermore, CENH3a RNAi is highly specific because 100% of CenH3a-depleted cells displayed GFP fluorescence from the CenH3b-GFP fusion protein, as in control RNAi (Figure 2B and Supplementary Figure S4D). Conversely, the number of CENH3b-GFP transformants displaying GFP fluorescence was greatly diminished upon CENH3b RNAi, while the CenH3a endogenous protein was still detected in all cells after CENH3b or control RNAi (Figure 2B). Quantification of the GFP signal intensity indicated approximately 75% efficacy for CENH3b RNAi (Supplementary Figure S4E). In conclusion, these data showed that RNAi is efficient and specific for each CENH3 gene.
Depletion of the centromeric histone H3 protein is known to cause chromosome missegregation, cell cycle arrest and eventually cell death (37–40). To test the requirement of the CenH3 proteins in chromosome segregation, we examined the effects of CenH3a or CenH3b depletion during vegetative growth. In contrast to other organisms, no cell cycle arrest or cell death was observed upon CenH3 depletion in Paramecium, even after 13 divisions (Supplementary Figure S4F). This absence of proliferation phenotype is fully consistent with the fact that Paramecium lacking MICs do not cease dividing (36), most likely because the MICs are transcriptionally silent during vegetative growth. To reveal possible defects that could accumulate when CenH3 proteins are depleted, we looked to see whether division of the MICs was affected. Given the small size of the MIC chromosomes, we could not detect lagging MIC chromosomes. As missegregation of chromosomes may cause chromosome loss and gain that lead to aneuploidy, we quantified the number of MICs per cell upon CenH3 depletion. Following 48 h of CenH3 depletion, RNAi was stopped and cells were grown in standard food medium without dsRNA to resume normal protein expression (Figure 2A). We performed immunostaining experiments with the CenH3a antibody to count the number of MICs in each cell 48 h after RNAi release (Figure 2C). In control RNAi, 98% of cells have one to three MICs and the majority (60%) contains two MICs per cell. Similar results were obtained when cells were subjected to CENH3b RNAi. In contrast, depletion of CenH3a led to dramatic changes in the number of MICs per cell. Only 35% of cells showed a normal pair of MICs. Fifteen percent of the cells had aberrant numbers of nuclei with either no MIC at all or more than three MICs per cell. We conclude that CenH3a, but not CenH3b, is required for the proper division of the germline MIC during vegetative growth.
As mentioned previously, the MICs are transcriptionally silent during vegetative growth. Other defects that arise from CenH3 depletion might become obvious in the cell only when the MICs are functional. The role of the germline MICs is to ensure the faithful transmission of genetic material to the next sexual generation. We could thus check the functionality of the MIC by measuring the production of viable progeny after sexual events. A population of cells, treated with CENH3a or CENH3b RNAi for 48 h during vegetative growth then transferred to standard medium without RNAi for an additional 48 h, was then starved to trigger sexual events (Figure 2A). During the sexual process of autogamy, a self-fertilization process, the maternal MAC is destroyed and new macro- and MIC arise by meiosis, fertilization and postzygotic division of the MIC. After 3 days of starvation, individual autogamous cells were transferred to standard growth medium and allowed to resume vegetative growth and viability of sexual progeny was scored. The progeny of cells depleted for CenH3b during vegetative growth exhibited the same survival rates as the control RNAi cells, or cells that underwent autogamy in standard medium (Figure 2D). In contrast, RNAi against CENH3a during vegetative divisions yielded no viable sexual progeny (Figure 2D), and autogamous cells died before or at the first cell division. We conclude that CenH3a depletion abolishes the functionality of the MIC, even for cells that appeared phenotypically wild type with two MICs per cell.
CenH3a depletion during vegetative divisions led to severe developmental phenotypes. In control and CENH3b RNAi, autogamous cells harbored two MICs and two MACs that are easy to recognize as they progressively enlarge during development. In sharp contrast, there was a complete absence of detectable new MICs and new MACs upon CenH3a depletion (Figure 2E and F). Thus, CenH3a, but not CenH3b, is essential for the function of the germline MIC during the sexual cycle. Taken together the bioinformatic criteria, the behavior of the staining and the essential role of CenH3a strongly argue that CenH3a is the centromeric H3 in Paramecium.
CenH3 loss occurs during development of the somatic MAC
The two kinds of nuclei, MAC and MIC, have distinct centromeric activities and yet have a common origin. Whatever the mode of sexual reproduction, self-fertilization (autogamy) or cross-fertilization (conjugation), the zygotic nucleus undergoes two mitotic divisions and two of the resulting nuclei differentiate into MACs, two in MICs. To determine when distinct centromeric activities are established, we performed immunostaining experiments with the CenH3a antibody and monitored CenH3a localization during pre- and postzygotic events (Figures 3 and 4). During early conjugation, the MICs undergo meiosis and CenH3a was found in the MICs during meiosis I and meiosis II (Figure 3A–C). After completion of meiosis, one of eight haploid products is selected, while the others disintegrate. The remaining one undergoes one round of mitosis to form two haploid gametic nuclei. After reciprocal fertilization, fusion of haploid nuclei in each conjugant gives rise to the zygotic nucleus. Strikingly, we noted that CenH3a disappeared from the disintegrating nuclei while it persisted in the zygotic nucleus (Figure 3D). After the divisions of the zygotic nucleus (Figures 3E and 4A), CenH3a was found in the four diploid nuclei. At early stages of postzygotic differentiation, CenH3a was found in the two new MICs and two new MACs (Figure 4B and C). At late stages of differentiation, we noticed that the CenH3a signal concentrated in a few nuclear foci that correspond to Hoechst-poor regions (Supplementary Figure S5A). These CenH3a foci are very reminiscent of that observed for the Ezl1 protein and for Ezl1-dependent chromatin marks (H3K27me3 and H3K9me3) (19). As for Ezl1, H3K27me3 and H3K9me3, the CenH3a signal eventually disappeared within the developing MAC at later stages (Figure 4D). The new MICs, however, retained a strong CenH3a signal (Figure 4D). Loss of CenH3 in the nuclei destined to become MACs was observed for the CenH3-GFP fusion proteins as well (Supplementary Figure S5B). We conclude that centromeric protein loss occurs during development of the new somatic MAC.
CenH3 loss is concomitant with DNA elimination events
The next step was to decipher the mechanisms that cause loss of the CenH3a protein. To define the timing of CenH3 loss, we performed an autogamy time course experiment and monitored, at each time point, the proportion of cells displaying a CenH3a signal within the new developing MACs by immunostaining. As soon as the new MACs could be distinguished from the fragments of the maternal MAC by Hoechst staining (Figure 5A), a CenH3a signal was detected within the MAC (Figure 5B). It persisted during MAC development (95% at T = 20 h). At T = 35 h, the CenH3a signal could no longer be detected within the new MACs (Figure 5B). The fact that CenH3a signal disappeared in cells containing two new MACs indicates that loss of CenH3a signal precedes the first cell division, when each new MAC segregates in daughter cells. We conclude that loss of CenH3a signal very likely involves an active mechanism that occurs independently of cell division.
The development of the new MACs involves endoreplication of the originally diploid germline genome and massive and reproducible DNA elimination (15). During this process, around 30 Mb of germline-specific sequences are removed (17). To gain further insight into the timing of CenH3 loss relative to programmed DNA elimination, we performed a molecular analysis of DNA elimination in the same autogamy time course. We first followed the expression of Pgm, the putative endonuclease required for the elimination of germline-specific sequences (18). RT-PCR analysis showed that transcription of PGM is switched on at early time points, the levels of PGM mRNA reached a peak between T = 5 and T = 10 h, before they slowly decreased at later time points during autogamy, as expected (Figure 5C). Following Pgm-dependent DNA cleavages at each IES boundary, excised linear IESs may form covalently closed circles (41). Using divergent primers internal to IES 51A4578, a 882-bp long IES from the A51 surface antigen gene (42), we monitored the appearance of excised IES circular molecules during autogamy, as shown in Figure 5D. Consistent with the expression of PGM, IES circles were detected starting from T = 10 h and accumulated during development of the new MAC. Strikingly, IES circles disappeared entirely by T = 35 h, the same time point as the disappearance of the CenH3a signal. To extend our analysis to another DNA elimination event, we focused on the imprecise elimination mechanism responsible for maternally inherited deletions of nonessential cellular genes. The strain used in this experiment (51deltaND7) harbors a wild type germline MIC genome, but carries a somatic MAC deletion of the nonessential gene ND7 (43). PCR amplification allowed the detection of the ND7 gene during development of the new MAC starting from T = 10 h. The ND7 gene was barely detectable by T = 35 h as a result of ND7 gene deletion from the new developing MAC (Figure 5E), the same time point as the disappearance of the CenH3a signal and IES circles. Taken together, our data indicate that loss of the CenH3a protein occurs in the same developmental time window as the degradation of IES excision products and the imprecise DNA elimination events.
Developmental loss of CenH3 requires genes involved in DNA elimination
Based on the above observations, it appeared that CenH3 loss might result from the physical elimination of DNA sequences associated with CenH3 from germline-derived chromosomes through the process of programmed DNA elimination. Because the Pgm endonuclease is necessary for all DNA elimination events (17), we first tested its role in the developmentally programmed loss of CenH3. Depletion of Pgm by RNAi was performed during autogamy and led to inhibition of DNA elimination and high rates of lethality in the sexual progeny (Supplementary Figure S6A and Table S1), as previously shown (18). CenH3a loss was monitored by immunostaining during development of the new MACs. At early stages of development, CenH3a was found in the new MACs and new MICs in control as well as in Pgm-depleted cells, indicating that depletion of Pgm did not prevent expression and proper nuclear localization of CenH3a (Supplementary Figure S6B). At later stages of development, the CenH3a signal was completely absent from the MAC in control cells, whereas it was still present within the developing MAC of Pgm-depleted cells, demonstrating that CenH3a disappearance requires the Pgm endonuclease (Figure 6 and Supplementary Figure S6C).
The putative histone methyltransferase Ezl1 is an essential player in the DNA elimination pathway (19). We therefore monitored CenH3a loss by immunostaining after Ezl1 depletion during autogamy. As expected, Ezl1 depletion led to inhibition of DNA elimination and high rates of lethality in the sexual progeny (Supplementary Figure S6A and Table S1). We observed that CenH3a was normally found in the new MICs and new MACs at early stages of development (Supplementary Figure S6B) but, just as for Pgm depletion, it was abnormally retained in the MACs at late stages of development (Figure 6).
To further dissect the molecular mechanisms involved in CenH3 loss, we tested the role of the scnRNAs and the iesRNAs, two distinct classes of small RNAs known to regulate a subset of DNA elimination events (19). Codepletion of Dcl2 and Dcl3 proteins, which prevents scnRNA accumulation (20,21), led to DNA elimination defects and lethality, as expected (Supplementary Figure S6A and Table S1). Yet CenH3a disappearance was not affected within the developing MACs of Dcl2/Dcl3-codepleted cells (Figure 6). Similarly, Dcl5 depletion, which impairs iesRNA accumulation (21), led to partial retention of a subset of IESs, as expected (Supplementary Figure S6A), but did not affect CenH3a disappearance within the developing MAC (Figure 6). Taken together, our data show that Pgm and Ezl1, but not Dcl2/3 or Dcl5 proteins, are needed for the developmentally programmed loss of CenH3a in the new MACs. We conclude that CenH3 loss involves the Pgm- and Ezl1-dependent elimination of germline DNA sequences, but is independent of small RNAs.
DISCUSSION
We have identified the Paramecium tetraurelia centromeric protein CenH3a. We have shown its exclusive localization in the mitotically dividing germline MICs at all stages of the life cycle and its absence from the somatic MAC. Consistent with its sole localization in the MICs, depletion of the CenH3a protein by RNAi causes division defects of the MICs but does not appear to affect MAC division. These observations strongly support the idea that MAC chromosomes do not harbor active centromeres. Absence of CenH3 proteins is a general feature of terminally differentiated cells or senescent cells (44–47), which, in contrast to the somatic MAC, no longer divide.
Loss of the CenH3a protein is part of a developmental program that leads to the formation of the new somatic MAC after sexual events. Moreover, the timing of CenH3a loss coincides with programmed DNA elimination events, which occur in the new developing MAC as well. We ruled out that the CENH3a gene itself is deleted through developmentally programmed DNA elimination, because the gene is present in the MAC genome assembly (25,26). To understand the mechanism for CenH3 loss, we carried out a gene candidate approach by RNAi testing genes involved in programmed DNA elimination. Two proteins whose depletion led to retention of the CenH3a protein in the somatic MAC were identified: the domesticated transposase Pgm and the Polycomb-like histone methyltransferase Ezl1. In contrast, both codepletion of the Dicer-like proteins, Dcl2 and Dcl3, and depletion of Dcl5, involved in the biogenesis of scnRNAs and iesRNAs respectively, did not affect CenH3a removal during MAC development, although some DNA elimination was impaired. High-throughput sequencing indicated that only a small fraction of IESs, less than 10%, are retained in the new MACs after codepletion of Dcl2 and Dcl3, or depletion of Dcl5, whereas all IESs are retained after Pgm depletion and 70% after Ezl1 depletion (19). Thus, the CenH3a protein, like the vast majority of IESs, is correctly removed from the new developing MAC in the complete absence of scnRNAs or iesRNAs.
Analysis of high-throughput sequencing of polyadenylated RNAs extracted at different time points during autogamy showed that CENH3a RNA levels are not affected upon Pgm or Ezl1 depletion as compared to control (O. Arnaiz, personal communication). Thus, retention of the CenH3a protein in the developing MAC after Pgm and Ezl1 depletion is not due to an increase of CENH3a mRNA levels. We think the simplest hypothesis to explain our observations is that loss of CenH3a protein reflects loss of CenH3-associated DNA. We propose a two-step scenario: (i) excision from the germline chromosomes of the centromere DNA through the action of the Pgm endonuclease and the Ezl1 histone methyltransferase, followed by (ii) degradation of the centromere DNA and associated CenH3 proteins. We hypothesize that the role of the Ezl1 protein in CenH3 loss is to trimethylate lysine 27 and lysine 9 on centromere-associated H3 nucleosomes, which are generally interspersed with CenH3 nucleosomes (48). Both histone marks are found in the new MACs at the time DNA elimination events occur and, as observed for CenH3 proteins, concentrate in a few nuclear foci then disappear from the late developing MAC (19). The Pgm endonuclease could be guided to its DNA cleavage sites through the reading of these chromatin modifications via its PHD-like domain, as proposed for other germline eliminated DNA segments (49). Once excised, extra-chromosomal CenH3-associated DNA, like IES circles, would be degraded. Interestingly, nondividing Arabidopsis pollen vegetative cells also undergo loss of CenH3, as part of a developmental program (44,47). This removal of CenH3 involves the CDC48A AAA-ATPase molecular chaperone (50). Similarly, an active mechanism may be responsible for degradation of the CenH3-associated DNA.
Identification of the sequence of the centromeres would be necessary for a definitive proof that separation of centromere activities between the germline and the somatic nuclei is due to deletion of CenH3-associated DNA. It is currently technically not possible but ongoing studies of the MIC genome will be instrumental to determine the sequence and annotation of the centromeres. If centromeres are indeed deleted from the MAC, it will provide the first evidence that eliminated DNA has an essential biological function in the germline. It may also explain the selective pressure to maintain sequences in the germline genome that are readily removed from the somatic genome.
How the MAC divides in the absence of CenH3 remains a mystery (51,52). There are several documented cases of nuclear division in the absence of CenH3. In multiple insect lineages that have lost CenH3 during evolution, mitosis relies on an uncharacterized CenH3-independent mechanism (53). In kinetoplastids, the absence of conventional centromeric proteins is compensated by a set of specific kinetochore components (54). Ciliated protozoan innovated a different strategy, which conferred to the polyploid somatic MAC the unique ability to carry out a nonmitotic division. There does not appear to be any mechanism to ensure equal segregation of duplicated MAC molecules to the two daughter cells. Instead, it is likely that the high ploidy level of the MAC (∼800n) in P. tetraurelia prevents lethal gene loss for a number of vegetative divisions.
Altogether, our work shows that Paramecium, in which centromere loss is inducible and reproducible, provides an excellent model organism to dissect the mechanisms involved in this process. Our results strongly argue that the mechanism of centromere loss involves deletion of DNA upon which CenH3 is assembled. We demonstrate the essential roles for an endonuclease and a histone methyltransferase in DNA deletion-mediated centromere loss. Future work will show whether this represents a universal mechanism used by other organisms.
SUPPLEMENTARY DATA
Supplementary Data are available at NAR Online.
Acknowledgments
We thank Jérôme Poli and Haifa Touzi for their contribution to the initial characterization of CenH3 proteins, Olivier Arnaiz and Mireille Bétermier for sharing unpublished RNAseq data and Eric Meyer for providing the plasmid pTI. Special thanks to all members of the Duharcourt laboratory for fruitful discussions and Stéphane Brunet and Roger Karess for critical reading of the manuscript. We acknowledge the ImagoSeine facility, member of the France BioImaging infrastructure supported by the ANR-10-INSB-04.
Footnotes
Present address: Maoussi Lhuillier-Akakpo, IRCM, CEA, INSERM UMR 967, Université Paris Diderot, Université Paris Saclay, 92265 Fontenay-aux-Roses, France.
FUNDING
Agence Nationale de la Recherche [ANR-12-BSV6–0017–02 ‘INFERNO’ to S.D.; ANR-14-CE10–0005–04 ‘PIGGYPACK’ to S.D.]; Centre National de la Recherche Scientifique [CNRS ATIP-Plus to S.D.]; Ministère de l'Enseignement Supérieur et de la Recherche [to M.L.A. and A.F.]; Fondation de la Recherche Médicale [to M.L.A. and A.F.]; LABEX ‘Who Am I?’ [ANR-11-LABX-0071_WHOAMI and ANR-11-IDEX-0005–02]. Funding for open access charge: CNRS.
Conflict of interest statement. None declared.
REFERENCES
- 1.Fukagawa T., Earnshaw W.C. The centromere: chromatin foundation for the kinetochore machinery. Dev. Cell. 2014;30:496–508. doi: 10.1016/j.devcel.2014.08.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.McClintock B. The Behavior in Successive Nuclear Divisions of a Chromosome Broken at Meiosis. Proc. Natl. Acad. Sci. U.S.A. 1939;25:405–416. doi: 10.1073/pnas.25.8.405. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.McClintock B. The Stability of Broken Ends of Chromosomes in Zea Mays. Genetics. 1941;26:234–282. doi: 10.1093/genetics/26.2.234. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Stimpson K.M., Matheny J.E., Sullivan B.A. Dicentric chromosomes: unique models to study centromere function and inactivation. Chromosome Res. 2012;20:595–605. doi: 10.1007/s10577-012-9302-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Earnshaw W.C., Migeon B.R. Three related centromere proteins are absent from the inactive centromere of a stable isodicentric chromosome. Chromosoma. 1985;92:290–296. doi: 10.1007/BF00329812. [DOI] [PubMed] [Google Scholar]
- 6.Sullivan B.A., Schwartz S. Identification of centromeric antigens in dicentric Robertsonian translocations: CENP-C and CENP-E are necessary components of functional centromeres. Hum. Mol. Genet. 1995;4:2189–2197. doi: 10.1093/hmg/4.12.2189. [DOI] [PubMed] [Google Scholar]
- 7.Han F., Lamb J.C., Birchler J.A. High frequency of centromere inactivation resulting in stable dicentric chromosomes of maize. Proc. Natl. Acad. Sci. U.S.A. 2006;103:3238–3243. doi: 10.1073/pnas.0509650103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Hill A., Bloom K. Acquisition and processing of a conditional dicentric chromosome in Saccharomyces cerevisiae. Mol. Cell. Biol. 1989;9:1368–1370. doi: 10.1128/mcb.9.3.1368. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Jäger D., Philippsen P. Stabilization of dicentric chromosomes in Saccharomyces cerevisiae by telomere addition to broken ends or by centromere deletion. EMBO J. 1989;8:247–254. doi: 10.1002/j.1460-2075.1989.tb03370.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Sato H., Masuda F., Takayama Y., Takahashi K., Saitoh S. Epigenetic inactivation and subsequent heterochromatinization of a centromere stabilize dicentric chromosomes. Curr. Biol. 2012;22:658–667. doi: 10.1016/j.cub.2012.02.062. [DOI] [PubMed] [Google Scholar]
- 11.Stimpson K.M., Song I.Y., Jauch A., Holtgreve-Grez H., Hayden K.E., Bridger J.M., Sullivan B.A. Telomere disruption results in non-random formation of de novo dicentric chromosomes involving acrocentric human chromosomes. PLoS Genet. 2010;6:e1001061. doi: 10.1371/journal.pgen.1001061. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Stevenson I., Lloyd F.P. Ultrastructure of nuclear division in Paramecium aurelia. I. Mitosis in the micronucleus. Aust. J. Biol. Sci. 1971;24:963–975. doi: 10.1071/bi9710963. [DOI] [PubMed] [Google Scholar]
- 13.Stevenson I., Lloyd F.P. Ultrastructure of nuclear division in Paramecium aurelia. II. Amitosis of the macronucleus. Aust. J. Biol. Sci. 1971;24:977–987. doi: 10.1071/bi9710977. [DOI] [PubMed] [Google Scholar]
- 14.Tucker J.B., Beisson J., Roche D.L., Cohen J. Microtubules and control of macronuclear ‘amitosis’ in Paramecium. J. Cell. Sci. 1980;44:135–151. doi: 10.1242/jcs.44.1.135. [DOI] [PubMed] [Google Scholar]
- 15.Betermier M., Duharcourt S. Programmed Rearrangement in Ciliates: Paramecium. Microbiol. Spectr. 2014;2 doi: 10.1128/microbiolspec.MDNA3-0035-2014. doi:10.1128/microbiolspec.MDNA3-0035-2014. [DOI] [PubMed] [Google Scholar]
- 16.Aury J.M., Jaillon O., Duret L., Noel B., Jubin C., Porcel B.M., Segurens B., Daubin V., Anthouard V., Aiach N., et al. Global trends of whole-genome duplications revealed by the ciliate Paramecium tetraurelia. Nature. 2006;444:171–178. doi: 10.1038/nature05230. [DOI] [PubMed] [Google Scholar]
- 17.Arnaiz O., Mathy N., Baudry C., Malinsky S., Aury J.-M., Wilkes C.D., Garnier O., Labadie K., Lauderdale B.E., Le Mouël A., et al. The Paramecium germline genome provides a niche for intragenic parasitic DNA: evolutionary dynamics of internal eliminated sequences. PLoS Genet. 2012;8:e1002984. doi: 10.1371/journal.pgen.1002984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Baudry C., Malinsky S., Restituito M., Kapusta A., Rosa S., Meyer E., Betermier M. PiggyMac, a domesticated piggyBac transposase involved in programmed genome rearrangements in the ciliate Paramecium tetraurelia. Genes Dev. 2009;23:2478–2483. doi: 10.1101/gad.547309. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Lhuillier-Akakpo M., Frapporti A., Denby Wilkes C., Matelot M., Vervoort M., Sperling L., Duharcourt S. Local effect of enhancer of zeste-like reveals cooperation of epigenetic and cis-acting determinants for zygotic genome rearrangements. PLoS Genet. 2014;10:e1004665. doi: 10.1371/journal.pgen.1004665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Lepere G., Nowacki M., Serrano V., Gout J.F., Guglielmi G., Duharcourt S., Meyer E. Silencing-associated and meiosis-specific small RNA pathways in Paramecium tetraurelia. Nucleic Acids Res. 2009;37:903–915. doi: 10.1093/nar/gkn1018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Sandoval P.Y., Swart E.C., Arambasic M., Nowacki M. Functional diversification of dicer-like proteins and small RNAs required for genome sculpting. Dev. Cell. 2014;28:174–188. doi: 10.1016/j.devcel.2013.12.010. [DOI] [PubMed] [Google Scholar]
- 22.Beisson J., Betermier M., Bre M.H., Cohen J., Duharcourt S., Duret L., Kung C., Malinsky S., Meyer E., Preer J.R., et al. Maintaining clonal Paramecium tetraurelia cell lines of controlled age through daily reisolation. Cold Spring Harb. Protoc. 2010;2010 doi: 10.1101/pdb.prot5361. pdb.prot5361. [DOI] [PubMed] [Google Scholar]
- 23.Beisson J., Betermier M., Bre M.H., Cohen J., Duharcourt S., Duret L., Kung C., Malinsky S., Meyer E., Preer J.R., et al. Mass culture of Paramecium tetraurelia. Cold Spring Harb Protoc. 2010;2010 doi: 10.1101/pdb.prot5362. pdb prot5362. [DOI] [PubMed] [Google Scholar]
- 24.Galvani A., Sperling L. RNA interference by feeding in Paramecium. Trends Genet. 2002;18:11–12. doi: 10.1016/s0168-9525(01)02548-3. [DOI] [PubMed] [Google Scholar]
- 25.Arnaiz O., Sperling L. ParameciumDB in 2011: new tools and new data for functional and comparative genomics of the model ciliate Paramecium tetraurelia. Nucleic Acids Res. 2011;39:D632–D636. doi: 10.1093/nar/gkq918. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Arnaiz O., Mathy N., Baudry C., Malinsky S., Aury J.-M., Wilkes C.D., Garnier O., Labadie K., Lauderdale B.E., Le Mouël A., et al. The Paramecium germline genome provides a niche for intragenic parasitic DNA: evolutionary dynamics of internal eliminated sequences. PLoS Genet. 2012;8:e1002984. doi: 10.1371/journal.pgen.1002984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Malik H.S., Henikoff S. Phylogenomics of the nucleosome. Nat. Struct. Biol. 2003;10:882–891. doi: 10.1038/nsb996. [DOI] [PubMed] [Google Scholar]
- 28.Hake S.B., Garcia B.A., Duncan E.M., Kauer M., Dellaire G., Shabanowitz J., Bazett-Jones D.P., Allis C.D., Hunt D.F. Expression patterns and post-translational modifications associated with mammalian histone H3 variants. J. Biol. Chem. 2006;281:559–568. doi: 10.1074/jbc.M509266200. [DOI] [PubMed] [Google Scholar]
- 29.Bernhard D. Several highly divergent histone H3 genes are present in the hypotrichous ciliate Stylonychia lemnae. FEMS Microbiol. Lett. 1999;175:45–50. doi: 10.1111/j.1574-6968.1999.tb13600.x. [DOI] [PubMed] [Google Scholar]
- 30.Katz L.A., Bornstein J.G., Lasek-Nesselquist E., Muse S.V. Dramatic diversity of ciliate histone H4 genes revealed by comparisons of patterns of substitutions and paralog divergences among eukaryotes. Mol. Biol. Evol. 2004;21:555–562. doi: 10.1093/molbev/msh048. [DOI] [PubMed] [Google Scholar]
- 31.Postberg J., Forcob S., Chang W.-J., Lipps H.J. The evolutionary history of histone H3 suggests a deep eukaryotic root of chromatin modifying mechanisms. BMC Evol. Biol. 2010;10:259. doi: 10.1186/1471-2148-10-259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Thatcher T.H., Gorovsky M.A. Phylogenetic analysis of the core histones H2A, H2B, H3, and H4. Nucleic Acids Res. 1994;22:174–179. doi: 10.1093/nar/22.2.174. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Funabiki H., Hagan I., Uzawa S., Yanagida M. Cell cycle-dependent specific positioning and clustering of centromeres and telomeres in fission yeast. J. Cell Biol. 1993;121:961–976. doi: 10.1083/jcb.121.5.961. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Padeken J., Mendiburo M.J., Chlamydas S., Schwarz H.-J., Kremmer E., Heun P. The nucleoplasmin homolog NLP mediates centromere clustering and anchoring to the nucleolus. Mol. Cell. 2013;50:236–249. doi: 10.1016/j.molcel.2013.03.002. [DOI] [PubMed] [Google Scholar]
- 35.Jones W. Nuclear differentiation in Paramecium. Wales, Aberystwyth: 1956. Ph.D. Thesis. [Google Scholar]
- 36.Sonneborn T.M. Recent advances in the genetics of Paramecium and Euplotes. Adv. Genet. 1947;1:263–358. doi: 10.1016/s0065-2660(08)60488-5. [DOI] [PubMed] [Google Scholar]
- 37.Buchwitz B.J., Ahmad K., Moore L.L., Roth M.B., Henikoff S. A histone-H3-like protein in C. elegans. Nature. 1999;401:547–548. doi: 10.1038/44062. [DOI] [PubMed] [Google Scholar]
- 38.Blower M.D., Karpen G.H. The role of Drosophila CID in kinetochore formation, cell-cycle progression and heterochromatin interactions. Nat. Cell. Biol. 2001;3:730–739. doi: 10.1038/35087045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Stoler S., Keith K.C., Curnick K.E., Fitzgerald-Hayes M. A mutation in CSE4, an essential gene encoding a novel chromatin-associated protein in yeast, causes chromosome nondisjunction and cell cycle arrest at mitosis. Genes Dev. 1995;9:573–586. doi: 10.1101/gad.9.5.573. [DOI] [PubMed] [Google Scholar]
- 40.Takahashi K., Chen E.S., Yanagida M. Requirement of Mis6 centromere connector for localizing a CENP-A-like protein in fission yeast. Science. 2000;288:2215–2219. doi: 10.1126/science.288.5474.2215. [DOI] [PubMed] [Google Scholar]
- 41.Betermier M., Duharcourt S., Seitz H., Meyer E. Timing of developmentally programmed excision and circularization of Paramecium internal eliminated sequences. Mol. Cell. Biol. 2000;20:1553–1561. doi: 10.1128/mcb.20.5.1553-1561.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Preer L.B., Hamilton G., Preer J.R. Micronuclear DNA from Paramecium tetraurelia: serotype 51 A gene has internally eliminated sequences. J. Protozool. 1992;39:678–682. doi: 10.1111/j.1550-7408.1992.tb04448.x. [DOI] [PubMed] [Google Scholar]
- 43.Garnier O., Serrano V., Duharcourt S., Meyer E. RNA-mediated programming of developmental genome rearrangements in Paramecium tetraurelia. Mol. Cell. Biol. 2004;24:7370–7379. doi: 10.1128/MCB.24.17.7370-7379.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Ingouff M., Hamamura Y., Gourgues M., Higashiyama T., Berger F. Distinct dynamics of HISTONE3 variants between the two fertilization products in plants. Curr. Biol. 2007;17:1032–1037. doi: 10.1016/j.cub.2007.05.019. [DOI] [PubMed] [Google Scholar]
- 45.Maehara K., Takahashi K., Saitoh S. CENP-A reduction induces a p53-dependent cellular senescence response to protect cells from executing defective mitoses. Mol. Cell. Biol. 2010;30:2090–2104. doi: 10.1128/MCB.01318-09. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Steiner F.A., Henikoff S. Holocentromeres are dispersed point centromeres localized at transcription factor hotspots. eLife. 2014;3:e02025. doi: 10.7554/eLife.02025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Talbert P.B., Masuelli R., Tyagi A.P., Comai L., Henikoff S. Centromeric localization and adaptive evolution of an Arabidopsis histone H3 variant. Plant Cell. 2002;14:1053–1066. doi: 10.1105/tpc.010425. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Blower M.D., Sullivan B.A., Karpen G.H. Conserved organization of centromeric chromatin in flies and humans. Dev. Cell. 2002;2:319–330. doi: 10.1016/s1534-5807(02)00135-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Coyne R.S., Lhuillier-Akakpo M., Duharcourt S. RNA-guided DNA rearrangements in ciliates: Is the best genome defence a good offence? Biol. Cell. 2012;104:1–17. doi: 10.1111/boc.201100057. [DOI] [PubMed] [Google Scholar]
- 50.Mérai Z., Chumak N., García-Aguilar M., Hsieh T.-F., Nishimura T., Schoft V.K., Bindics J., Slusarz L., Arnoux S., Opravil S., et al. The AAA-ATPase molecular chaperone Cdc48/p97 disassembles sumoylated centromeres, decondenses heterochromatin, and activates ribosomal RNA genes. Proc. Natl. Acad. Sci. U.S.A. 2014;111:16166–16171. doi: 10.1073/pnas.1418564111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Cui B., Gorovsky M.A. Centromeric histone H3 is essential for vegetative cell division and for DNA elimination during conjugation in Tetrahymena thermophila. Mol. Cell. Biol. 2006;26:4499–4510. doi: 10.1128/MCB.00079-06. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Cervantes M.D., Xi X., Vermaak D., Yao M.C., Malik H.S. The CNA1 histone of the ciliate Tetrahymena thermophila is essential for chromosome segregation in the germline micronucleus. Mol. Biol. Cell. 2006;17:485–497. doi: 10.1091/mbc.E05-07-0698. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Drinnenberg I.A., deYoung D., Henikoff S., Malik H.S. Recurrent loss of CenH3 is associated with independent transitions to holocentricity in insects. eLife. 2014;3:e03676. doi: 10.7554/eLife.03676. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Akiyoshi B., Gull K. Discovery of unconventional kinetochores in kinetoplastids. Cell. 2014;156:1247–1258. doi: 10.1016/j.cell.2014.01.049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Altschul S.F., Gish W., Miller W., Myers E.W., Lipman D.J. Basic local alignment search tool. J. Mol. Biol. 1990;215:403–410. doi: 10.1016/S0022-2836(05)80360-2. [DOI] [PubMed] [Google Scholar]
- 56.Edgar R.C. MUSCLE: multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 2004;32:1792–1797. doi: 10.1093/nar/gkh340. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Dereeper A., Guignon V., Blanc G., Audic S., Buffet S., Chevenet F., Dufayard J.-F., Guindon S., Lefort V., Lescot M., et al. Phylogeny.fr: robust phylogenetic analysis for the non-specialist. Nucleic Acids Res. 2008;36:W465–W469. doi: 10.1093/nar/gkn180. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.