Abstract
The amoebae (and many other protists) have traditionally been considered as asexual organisms, but suspicion has been growing that these organisms are cryptically sexual or are at least related to sexual lineages. This contention is mainly based on genome studies in which the presence of ‘meiotic genes’ has been discovered. Using RNA-seq (next-generation shotgun sequencing, identifying and quantifying the RNA species in a sample), we have found that the entire repertoire of meiotic genes is expressed in exponentially growing Acanthamoeba and we argue that these so-called meiotic genes are involved in the related process of homologous recombination in this amoeba. We contend that they are only involved in meiosis in other organisms that indulge in sexual reproduction and that homologous recombination is important in asexual protists as a guard against the accumulation of mutations. We also suggest that asexual reproduction is the ancestral state.
Keywords: Acanthamoeba, Muller's ratchet, polyploidy, asexual reproduction, meiosis, RNA-seq
1. Introduction
It is currently assumed that sexual reproduction is the ancestral state of eukaryotes and that asexuality arose later [1–4]. Meiosis is necessary for sexual reproduction to produce haploid gamete cells. These gametes then fuse to form a fertilized egg in which parental genomes rearrange to produce a unique diploid nucleus. This being the case, an organism cannot reproduce sexually without genes that facilitate meiosis, but some authors have inverted this argument and suggest that the possession of meiotic genes indicates a facility for sex [5]. The list of protists in which these meiotic genes have been discovered and for which sexual reproduction has therefore been inferred is growing, and presently includes Entamoeba, Leishmania and Giardia [6], Ostreococcus [7], Trichomonas [8], the choanoflagellate Monosiga [9], algae [10], mycorrhizal fungi [11], the dinoflagellates [12,13], the freshwater amoeba Cochliopodium [14] and the soil amoeba Acanthamoeba [15]. Evidence does exist for sexual processes in a minority of these groups such as Leishmania [16], but there is no evidence for this in others such as Acanthamoeba. It has also been pointed out that these ‘meiosis genes’ may have other functions such as homologous recombination [12,17] in polyploid organisms including Acanthamoeba [18]. Here, we report that all genes previously classified as being meiosis specific are expressed constitutively in exponentially growing Acanthamoeba cultures in which no cell fusion has been reported. We therefore conclude that they are not likely to be involved primarily in meiosis and speculate that in Acanthamoeba they have other functions such as homologous recombination (the exchange of genetic information between two extensively homologous strands of DNA).
2. Material and methods
Two strains of Acanthamoeba (GS-336 and SB-53) were used in this study both of which are of the T4 genotype and both are closely related to the Neff strain (ATCC 30010) for which a complete genome is available [19]. Acanthamoeba strains were grown in axenic medium (Bacto tryptone 14.3 g l−1, yeast extract 7.15 g l−1, glucose 15.4 g l−1, Na2HPO4 0.51 g l−1 and KH2PO4 0.486 g l−1 pH 6.5) in which the doubling time was measured to be 8.5 h at 20°C. RNA was extracted from exponential Acanthamoeba cultures using an RNeasy Mini Kit (Qiagen). The quality of the RNA was determined by agarose gels and by a QUBIT RNA BR (broad-range) Assay Kit (Thermo-Fisher Scientific). cDNA libraries were prepared for automated TruSeq-stranded mRNA-seq (next-generation shotgun sequencing, identifying and quantifying the RNA species in a sample) from the total RNA from single culture of the two Acanthamoeba strains. The sequencing data was generated with HiSeq-4000 75PE by Edinburgh Genomics. The reference genome (FASTA and GTF files) from Acanthamoeba castellanii was obtained from ENSEMBL Protists [19,20]. Raw data quality control was performed using the FASTQC program (Simon Andrews https://www.bioinformatics.babraham.ac.uk/projects/fastqc/). The genome was indexed and reads were aligned to the reference genome using STAR to obtain the required BAM files [21]. The alignments and the BAM files were visualized using SAMtools and IGV to verify the quality of the results [22,23]. GenBank (https://www.ncbi.nlm.nih.gov/genbank/) and AmoebaDB (http://amoebadb.org/amoeba/) were searched for meiosis-specific genes (table 1).
Table 1.
Meiosis/recombination associated genes in Acanthamoeba and their expression level as determined by RNA-seq. Acanthamoeba homologues were identified by BLAST and confirmed by phylogenetic analysis. log CPM values reflect the level of expression of these transcripts in exponentially growing axenic Acanthamoeba cultures. The two values are derived from two separate measurements from two different Acanthamoeba strains: upper value from SB-53, lower GS-336.
| Rad50 | Rad51 | Rad52 | Spo11 | Hop1 | Hop2 | Mre11 | Mnd1 | Dmc1 | |
|---|---|---|---|---|---|---|---|---|---|
| GenBank | XP_004339639 | ELR18834 | XP_004337923 | ELR12359 | XP_004340201 | XP_004334651 | ELR17651 | XP_ 004340260 | XP_004353078 |
| AmoebaDB | ACA1_063900 | ACA1_166930 | ACA1_188580 | ACA1_374260 | ACA1_369130 | ACA1_091480 | ACA1_064360 | ACA_369830 | ACA1_071720 |
| LogCPM | 5.80 6.08 |
4.05 4.17 |
4.62 4.76 |
1.72 1.77 |
0.82 1.06 |
5.68 4.83 |
5.08 5.18 |
4.45 4.59 |
−0.05 0.11 |
| Pms1 | Mlh1 | Mlh2/Mlh3 | Msh2 | Msh4 | Msh5 | Msh6 | HAP2 | GEX1 | |
| GenBank | XP_004342239 | XP_004351570 | XP_004367469 | XP_004337972 | XP_004352766 | ACA13171(part) | ELR15471 | XP_004341525 | XP_004341936 |
| AmoebaDB | ACA1_115690 | ACA1_149810 | ACA1_195260 | ACA1_031570 | ACA1_068220 | ACA_094390 | ACA1_340910 | ACA1_266960 | ACA1_133490 |
| LogCPM | 4.70 4.48 |
3.96 4.57 |
2.12 2.94 |
6.04 5.54 |
1.75 2.66 |
3.52 4.63 |
6.57 6.70 |
3.88 4.15 |
1.58 2.89 |
A complete set of ‘meiosis genes’ has been identified in Acanthamoeba through GenBank searches and by BLAST searches using known homologues from a variety of other organisms. The identification of each candidate has been studied by phylogenetic analysis to ensure that the Acanthamoeba homologue position was compatible with isoforms from other organisms. Where there was more than one candidate gene, phylogenetic analysis and direct pairwise sequence comparisons of better-characterized orthologues from other species were made to ensure that the correct Acanthamoeba orthologue had been selected. Sequences were compiled using SeaView [24], and BioEdit [25] was used to edit alignments by eye and to determine levels of identity. Maximum-likelihood phylogenetic trees were created with PhyML [26] using the GTR model with 100 bootstrap pseudo-replicates.
3. Results
We have analysed a set of meiosis-specific genes by maximum-likelihood phylogenetic analysis to ensure that these genes are likely to be homologues of meiosis-specific genes identified and characterized in other organisms. An example (Hop2) is shown in figure 1, where the identified Acanthamoeba homologue branches in the expected position with good support among the amoebozoa. All other meiosis-specific Acanthamoeba homologue genes have been similarly tested. Only two meiosis-specific genes within the set studied here were found to have more than one candidate in the Acanthamoeba genome. In both cases, it was clear from the phylogenetic tree analysis and by individual pairwise sequence comparisons which of these was the best candidate for the Acanthamoeba homologue and these were selected for this study.
Figure 1.
An unrooted phylogenetic analysis of Hop2 showing that the Acanthamoeba gene groups with the Amoebozoa as expected. Maximum-likelihood analysis of the protein sequences showing branch support. The tree was created with PhyML [26] using the GTR model with 100 bootstrap pseudo-replicates. (Online version in colour.)
The specificity of the RNA-seq approach was tested by searching for cyst-specific protein genes as a negative control ACA1_075210, ACA1_075240, ACA1_ 327930, ACA1_399800 and none of these appeared in our expressed protein database. Cyst-specific protein 1 is expressed in Acanthamoeba as it differentiates into cysts [27]. As expected, actin (ACA1_361250, ACA1_361250) and EF1α (ACA1_138040) genes were heavily expressed (figure 2). The lack of cyst-specific transcripts confirms that these particular cultures are in log phase as cysts form in post-log phase.
Figure 2.
The approximately 13 000 RNA transcripts are displayed in order of their relative abundance (vertical bars) present in exponential (GS-336) Acanthamoeba cultures (SB-53 gave similar results). Most abundant transcripts left, least right. The ‘meiosis-specific’ transcripts are highlighted by vertical text labels. The actin genes (ACA1_361250, ACA1_361250) and EF1α (ACA1_138040) show the highest expression. CPM, counts per million reads. (Online version in colour.)
We have discovered that all the identified meiosis genes are expressed in exponentially growing amoebae, indicating that the expression is not restricted to cells undergoing meiosis (figure 2). These genes include the core genes (Spo11, Hop1, Hop2, Mnd1, Mlh1, Mlh2, Pms1, Dmc1, Msh2, Msh4, Msh5, Msh6, Rad50, Rad51 and Rad52) which are ‘meiosis-specific’ since they are known to orchestrate meiosis only in organisms with a sexual ancestry [6,8,15]. Two other genes, HAP2 and GEX1, have been included in the present study as they are involved in cell and nuclear fusion and so have been used as markers for sexual reproduction [2] (table 1).
4. Discussion
Current opinion tends to consider sexual reproduction as being ancestral and that asexual organisms have subsequently lost this ability [1,2]. On theoretical grounds, it has been concluded that asexual reproduction can only be transient as such organisms would experience the accumulation of deleterious mutations. This has become known as Muller's ratchet [28]. However, a counter to this argument is that Muller's ratchet does not operate in organisms that are polyploid as the productive mutation rate is limited by correction through homologous recombination [18]. It has been argued that the bdelloid rotifers have adopted another way around the problem of Muller's ratchet without sexual reproduction through extensive horizontal gene transfer [29]. However, this idea has been challenged by the observation that the genomic DNA used for this study was significantly contaminated [30]. It is interesting to note that, like Acanthamoeba, the genome of the bdelloid rotifer Adineta vaga contains a set of core meiotic genes in the clear absence of meiosis [31].
In some lineages that have been viewed as being asexual, evidence has been discovered for the existence of sexual reproduction. The general trend is that for members of the Excavata, sexual reproduction tends to dominate. This has been described in Trypanosoma where cell fusion is reported [32], in Naegleria lovaniensis inferred from isoenzyme analysis [33], in microscopic analysis of Leishmania amastigotes within macrophages [16], from population genetic analysis in Giardia [34] and in Trichomonas [35]. The amoebozoa seem to be dominated by asexual members such as Entamoeba and Acanthamoeba, but meiosis and sexual reproduction have been demonstrated in others, for example by genetical analysis in Dictyostelium [36], and by morphological examination in Cochliopodium [4,37] and in the testate amoeba Arcella [38]. Many protists, including those assumed to be from the most primitive lineages, show no indication of sexual reproduction. A growing list of organisms that were assumed to be asexual but which are found to possess meiosis-specific genes are suspected to have a sexual reproductive capacity which may be hidden by culture conditions. For example, Ramesh et al. [6, p. 185] contend that ‘The presence of these genes indicates that: (1) Giardia is capable of meiosis and, thus, sexual reproduction’. However, in our view, all that the presence of these genes indicates is that the lack of sexual reproduction in these organisms cannot be blamed on a lack of these genes.
The fact that all the meiotic genes are expressed in logarithmically growing Acanthamoeba in significant quantities means that they are unlikely to be primarily involved in meiosis since there is no indication that these amoebae are fusing or any other sign of meiosis or sexual reproduction. Although the difference between sexual and asexual reproduction is usually quite distinct, several redefinitions of the processes have lessened the distinction. True sexual reproduction usually includes meiosis to produce haploid gametes, cell fusion, then nuclear fusion, to form a diploid cell. Within the context of Giardia, ‘sexual reproduction’ and ‘sex’ have been defined much more broadly as ‘any process in which chromosomes from two cells, or two nuclei in the same cell, are combined in the same nucleus and undergo recombination to produce new genotypes' [39]. If we further broaden this definition to include the combination of two genes in the same nucleus, then gene conversion or homologous recombination can also be defined as ‘sex’. This definition is unlikely to attract support, but it can be argued that traditional sexual reproduction and homologous recombination are at opposite ends of the same spectrum. It is our opinion, however, that Acanthamoeba and similar organisms are best described as reproducing asexually and that the homologous recombination that is expected to operate between similar chromosomes in the polyploid nucleus cannot be described as sexual or even parasexual.
In summary, we argue that the presence of meiotic genes does not necessarily mean that meiosis is occurring as a prelude to sexual reproduction. We further argue that these genes are instead involved in homologous recombination between multiple copies of genomic elements in the polyploid nucleus of Acanthamoeba, thus allowing this asexually reproducing amoeba to avoid the deleterious accumulation of mutations. Others too have suggested that meiotic genes have other functions [12] including homologous recombination [17,39]. The same is likely to hold for some of the many other protists such as Acanthamoeba, in which meiotic genes have been discovered [15] but for which there is no other evidence for sexual reproduction. If this is the case, then it makes it more likely that the theoretical last common eukaryotic ancestor was asexual. This would remove the awkward necessity of finding a compatible and compliant mate in the vast empty spaces likely to have existed at the time that these early cells lived. Sex is a very expensive and complex phenomenon that is expected to have arisen well after these initially asexual populations, using the same set of genes used in homologous recombination.
Supplementary Material
Acknowledgements
The authors thank Dr David Apps (University of Edinburgh) for proof reading and valuable discussion. All authors gave final approval for publication and agree to be held accountable for the work performed therein.
Data accessibility
All sequence data involved in this study are accessible either through GenBank (https://www.ncbvi.nlm.nih.gov/genbank/) or the amoebaDB database (http://amoebadb.org/amoeba/), and in most cases both. Sequence alignment data for figure 1 are available from the Dryad Digital Repository [40].
Authors' contributions
S.K.M. conceived the study, analysed the data and wrote the paper. A.d.O.F.d.V. and Z.K. isolated strains, performed the RNA-seq experiments, analysed the data, contributed intellectually to the paper's content and edited the manuscript. All authors have read and approved the final published version of this manuscript. All authors agree to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.
Competing interests
All authors declare that there are no competing interests.
Funding
The authors gratefully acknowledge support from Mexico's National Council of Science and Technology (CONACYT) and a University of Edinburgh College of Medicine and Veterinary Medicine PhD Studentship (to A.d.O.F.d.V.). The University of Edinburgh's ‘Edinburgh Genomics’ is partly supported by core grants from NERC (R8/H10/56), MRC (MR/K001744/1) and BBSRC (BB/J004243/1).
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Citations
- Maciver SK, Koutsogiannis Z, de Obeso Fernández del Valle A. 2019. Data from: ‘Meiotic genes’ are constitutively expressed in an asexual amoeba and are not necessarily involved in sexual reproduction Dryad Digital Repository. ( 10.5061/dryad.8nb5f70) [DOI] [PMC free article] [PubMed]
Supplementary Materials
Data Availability Statement
All sequence data involved in this study are accessible either through GenBank (https://www.ncbvi.nlm.nih.gov/genbank/) or the amoebaDB database (http://amoebadb.org/amoeba/), and in most cases both. Sequence alignment data for figure 1 are available from the Dryad Digital Repository [40].


