David McK Bird1, John T Jones2, Charles H Opperman3, Taisei Kikuchi4, Etienne G J Danchin5. 1. Bioinformatics Research Center, NC State Univ,Raleigh, NC 27695,USA. 2. James Hutton Institute,Invergowrie, Dundee DD2 5DA,UK. 3. Plant Nematode Genetics Group, Dept. of Plant Pathology,NC State Univ,Raleigh, NC 27695,USA. 4. Division of Parasitology, Faculty of Medicine,University of Miyazaki,Miyazaki 889-1692,Japan. 5. INRA, UMR 1355, Institut Sophia Agrobiotech,F-06903, Sophia-Antipolis,France.
Abstract
Plant-parasitic nematodes cause considerable damage to global agriculture. The ability to parasitize plants is a derived character that appears to have independently emerged several times in the phylum Nematoda. Morphological convergence to feeding style has been observed, but whether this is emergent from molecular convergence is less obvious. To address this, we assess whether genomic signatures can be associated with plant parasitism by nematodes. In this review, we report genomic features and characteristics that appear to be common in plant-parasitic nematodes while absent or rare in animal parasites, predators or free-living species. Candidate horizontal acquisitions of parasitism genes have systematically been found in all plant-parasitic species investigated at the sequence level. Presence of peptides that mimic plant hormones also appears to be a trait of plant-parasitic species. Annotations of the few genomes of plant-parasitic nematodes available to date have revealed a set of apparently species-specific genes on every occasion. Effector genes, important for parasitism are frequently found among those species-specific genes, indicating poor overlap. Overall, nematodes appear to have developed convergent genomic solutions to adapt to plant parasitism.
Plant-parasitic nematodes cause considerable damage to global agriculture. The ability to parasitize plants is a derived character that appears to have independently emerged several times in the phylum Nematoda. Morphological convergence to feeding style has been observed, but whether this is emergent from molecular convergence is less obvious. To address this, we assess whether genomic signatures can be associated with plant parasitism by nematodes. In this review, we report genomic features and characteristics that appear to be common in plant-parasitic nematodes while absent or rare in animal parasites, predators or free-living species. Candidate horizontal acquisitions of parasitism genes have systematically been found in all plant-parasitic species investigated at the sequence level. Presence of peptides that mimic plant hormones also appears to be a trait of plant-parasitic species. Annotations of the few genomes of plant-parasitic nematodes available to date have revealed a set of apparently species-specific genes on every occasion. Effector genes, important for parasitism are frequently found among those species-specific genes, indicating poor overlap. Overall, nematodes appear to have developed convergent genomic solutions to adapt to plant parasitism.
Nematodes are extremely abundant, speciose and numerically dominate in many ecosystems.
Although only 23 000 species have been formally described, estimates of the total number of
species range between 0·5 to more than 10 million (Lambshead, 1993; Lambshead and Boucher, 2003; Blaxter, 2011). While the majority of
nematodes are free-living species that feed on bacteria or fungi, or that are predators of
other nematodes, the phylum Nematoda also includes parasites of vertebrates, invertebrates
and plants. These parasites cause damage to animal and human health as well as to
agriculture.Nematodes may have emerged in the Palaeozoic era from a marine habitat during the Cambrian
explosion (550–600 million years ago), but due to the extremely scarce fossil record this
remains speculative (van Megen et al.
2009). Although nematode-like fossils from the
Precambrian (Proterozoic era) have been reported (Poinar, 2011), the earliest nematode fossil unequivocally identified to date is from the
Palaeozoic era. This ancestral nematode, Palaeonema phyticum, has been
dated via radiometry to be c. 396 million years old (Poinar et al.
2008). Interestingly, this nematode was found in
stomatal chambers of a fossilized early land plant, Aglaophyton major, and
may thus represent an early plant-parasitic lineage.Resolving nematode phylogeny on the basis of morphological characters is extremely
difficult. Few informative characters can be used to distinguish nematode groups and shared
morphological features can be the result of convergent evolution as well as homology.
However, the availability of molecular markers, such as small subunit ribosomal DNA (SSU
rDNA), has allowed significant advances in assessing the phylogeny of nematodes. The most
comprehensive phylogeny published to date is based on SSU rDNA sequences from more than 1200
different nematodes (van Megen et al.
2009). This phylogeny defines 12 distinct clades
within the Nematoda. This classification will be used as a reference in this article (Fig. 1).
Fig. 1.
Schematic phylogeny of Nematoda. Simplified tree topology modified from
van Megen et al. (2009),
based on SSU rDNA. Clades 1–12 are according to the classification proposed by van
Megen et al. (2009). Roman
numbers I – V correspond to clades that had been defined in Blaxter et
al. (1998). The three major Nematode
lineages Enoplia, Dorylaimia and Chromadoria as described in De Ley (2006) are represented by coloured rectangles. The
Chromadoria lineage is further subdivided in Spirurina, Rhabditina and Tylenchina.
Taxonomic groups in which plant-parasitic species are found are coloured in green and
highlighted by a leaf symbol. Underlined species names indicate availability of a
genome assembly. Nematomorpha, a group mainly constituted of parasites of arthropods
is the closest outgroup to nematodes.
Schematic phylogeny of Nematoda. Simplified tree topology modified from
van Megen et al. (2009),
based on SSU rDNA. Clades 1–12 are according to the classification proposed by van
Megen et al. (2009). Roman
numbers I – V correspond to clades that had been defined in Blaxter et
al. (1998). The three major Nematode
lineages Enoplia, Dorylaimia and Chromadoria as described in De Ley (2006) are represented by coloured rectangles. The
Chromadoria lineage is further subdivided in Spirurina, Rhabditina and Tylenchina.
Taxonomic groups in which plant-parasitic species are found are coloured in green and
highlighted by a leaf symbol. Underlined species names indicate availability of a
genome assembly. Nematomorpha, a group mainly constituted of parasites of arthropods
is the closest outgroup to nematodes.
The emergence of plant parasitism in nematodes
The remarkable success of nematodes per se, and parasitic forms in particular, can, at
least in part, be attributed to two phylum-wide characteristics. Firstly, nematode
development has two distinct phases: (1) embryogenesis, in which a worm is made, and (2)
post-embryonic development, in which new structures can be added to the pre-existing
animal; vulval-induction in Caenorhabditis elegans is the canonical
example (Sternberg, 2005). A consequence of this
is that the morphological (and other) specializations used in parasitism are potentially
free to evolve independent of those genes simply needed to specify the basic nematode body
plan. Not surprisingly, parasitic nematodes exhibit a wide range of morphologies. The
second phylum-wide attribute of nematodes is their use of secreted proteins to not only
define organismal morphology, but also to construct extra-cellular structures, such as the
feeding stylet. Together with the developmental plasticity described above, nematodes are
thus primed for rapid adaptation to changing environments.The phylogenetic tree of nematodes shows that plant-parasitic species are not
monophyletic. Instead, plant parasitic nematodes are present in at least 4 of the 12
clades defined by van Megen et al. (2009) and some of these clades are very distant from one another (Fig. 1). For example, the last common ancestor of the
plant-parasitic nematodes from clade 12 (Tylenchida) and from clade 1 (Triplonchidae) is
the last common ancestor of all nematodes. In addition, clades containing plant-parasitic
nematodes are interspersed by clades comprising free-living species, predators and
parasites of animals. The current picture suggests that plant parasitism has arisen at
least four times independently in nematodes: within clade 1 Triplonchidae, within clade 2
Longidoridae within clade 10b Aphelenchoididae + Parasitaphelenchidae and within clade 12
Tylenchida (Fig. 1). It is also possible that
plant parasitism has evolved on several occasions within some of these clades themselves.
For example, within the Aphelenchoididae the majority of species are fungivorous but
several plant-parasitic species, including Aphelenchoides fragariae and
Aphelenchoides besseyi are interspersed between the fungivorous species
(Rybarczyk-Mydłowska et al.
2012). It is unclear whether plant-parasitism was
the ancestral state at the base of this clade or whether this lifestyle has emerged
independently several times within the clade. Interestingly, clades containing plant
parasitic nematodes are frequently closely related to those containing fungivorous
nematodes, suggesting that plant parasitism may have evolved from fungal feeding nematodes
on each occasion.Although plant parasitism has evolved repeatedly, all plant-parasitic nematodes have at
least one common morphological adaptation, the presence of a syringe-like feeding tool, or
stylet, which is used to extract nutrients from plant cells and which, in some species,
can also be used to introduce nematode-derived molecules into the host. Although
functionally analogous, the precise morphology, ontogeny and structure of this feeding
tool varies substantially between clades. The feeding tool is termed the stomatostyle in
Tylenchida (clade 12) and Aphelenchoidea (clade 10b), the odontostyle in Longidoridae
(clade 2) and the onchiostyle in Triplonchidae (clade 1) (Baldwin et al.
2004). The stomatostyle of the Tylenchida and
Aphelenchoidea has a lumen that allows nutrients and secretion to pass through but this is
not the case for the onchiostlye, where nutrients pass along rather than through the
feeding tool. However, while a stylet-like feeding tool seems to be a prerequisite for
plant parasitism, several stylet-bearing nematodes are not plant parasites. For example,
predators of other nematodes such as Labronema ferox (clade 2),
blood-sucking animal parasites like Haemonchus spp. (clade 9) or
fungivorous nematodes like Aphelenchoides spp. (clade 10b), all bear a
stylet that is used for feeding. Together with the non-homology (in the evolutionary
sense) of plant-parasitic nematode stylets, the presence of a stylet in species not
associated with plants supports the idea that emergence of this organ is most probably the
result of convergent evolution.Nematodes parasitize plants using a variety of different feeding strategies. At the most
basic level, nematodes can be migratory ectoparasites that remain outside the host in the
soil and feed on root cells as they are encountered. The majority of species in clade 1
feed using this strategy. Others may be sedentary ectoparasites, which feed for a
prolonged period at a single site while remaining outside the roots. Some of these,
including several species in clade 2, are also capable of inducing biotrophic feeding
structures in their hosts, similar in appearance to the giant cells of root-knot nematodes
(below). Endoparasites enter the host and may either be migratory or sedentary. Migratory
endoparasites move throughout the plant, causing extensive tissue damage, and feed on the
contents of host cells that they encounter. This mode of parasitism is found within clade
10b and clade 12. However, the most damaging species are the sedentary endoparasites.
These induce the development of a feeding structure in plant tissues and include the
root-knot and cyst nematodes. These sedentary species are responsible for the majority of
the estimated ~ € 100 billion damage (McCarter, 2009) caused by nematodes to worldwide agriculture every year.
Genomes and transcriptomes of plant-parasitic nematodes
The genome sequence of the free-living nematode C. elegans was released
in 1998 and was the first animal genome sequenced (The C. elegans Genome
Sequencing Consortium, 1998). It was a further 10
years before the publication of the first plant-parasitic nematode genomes. The genomes of
the root-knot nematodesMeloidogyne incognita (Abad et al.
2008) and Meloidogyne hapla
(Opperman et al.
2008) were also the first genome sequences of any
animal that parasitizes plants and offered the first opportunity for comparative genomics
between plant-parasitic nematodes. Projects to enhance the assemblies and annotation of
both genomes are in progress and for M. hapla, those edits are described
in the current public freeze (HapPep5). More recently, the genome sequence of the clade
10b species Bursaphelenchus xylophilus, has also been published (Kikuchi
et al.
2011). This nematode is the agent responsible for
pine wilt disease and has a complex life cycle that includes beetles as vectors and phases
in which the nematode feeds on plant tissues and a fungivorous phase during which the
nematode feeds on fungi colonizing dead or dying trees (Jones et al.
2008). As a representative of clade 10, it is
only distantly related to cyst and root-knot nematodes and, since it is one of the few
known plant-parasitic nematodes within the Bursaphelenchus genus,
probably represents an independent recent evolution of plant-parasitism. No other
publication describing the whole genome of a plant-parasitic nematode has yet been
released. However, a draft, partially assembled and un-annotated genome for the soybean
cyst nematode Heterodera glycines is available within publicly accessible
databases. This draft genome was produced and patented as a collaborative effort between
two companies (patent WO 2007095469). The genome of the potato cyst nematode
Globodera pallida has recently been sequenced by a consortium of
researchers in the UK and a manuscript describing its content is under evaluation at the
time of writing (J. T. Jones, personal communication). This genome sequence is publicly
accessible through: http://www.sanger.ac.uk/resources/downloads/helminths/globodera-pallida.html. In
addition, genome sequences for two clade 12 migratory endoparasites, Pratylenchus
coffeae and Radopholus similis, have recently been sequenced
in North Carolina, USA, and a manuscript describing the P. coffeae genome
has been submitted (C. H. Opperman, personal communication). It is clear that the
increased accessibility of high-throughput next-generation sequencing technologies will
allow further genome data for a wider range of plant-parasitic nematode species to be
obtained in the coming years and that the relatively low costs of obtaining such data will
allow nematode species to be selected for sequencing due to their phylogenetic position
and biological characteristics rather than just their economic impact. The 959 genomes
initiative (Kumar et al.
2012) will provide a broader evolutionary
framework for these projects.In addition to the genome sequences described above, substantial expressed sequence tag
(EST) resources are available from a range of plant-parasitic nematodes. While these
clearly represent partial data that need to be interpreted with some caution, they
represent valuable views of the transcriptomes of nematodes. Efforts have been made to
organize and assemble EST data from all nematode groups, including plant parasites, and to
make the results of these analyses available to the community. For example, NEMBASE is a
constantly updated portal to these resources (Parkinson et al.
2004; Elsworth et al.
2011). Similar resources are available through
the nematode.net portal (McCarter et al.
2003; Martin et al.
2011). The shift from Sanger sequencing to 454
and illumina technologies has boosted the throughput of produced transcriptomic data. For
example, the transcriptomes of two root lesion nematodesP. coffeae and
Pratylenchus thornei were published in 2011 (Haegeman et al.
2011) and 2012 (Nicol
et al.
2012), respectively. The transcriptomes of two
nematodes whose host range is limited to monocotyledonous plants, Meloidogyne
graminicola, and A. besseyi, a clade 10b species, have also
recently been made available (Haegeman et al.
2013; Kikuchi et al.
2013). The ‘established’ genomes also benefit
from higher throughput methods. For example, more than a billion RNA-seq reads were mapped
onto the M. hapla reference genome (VW9), defining 322 new genes, and
correcting the models for 2191 of the 14 420 previously annotated genes (Y.-L. Guo,
unpublished data).
TREND TOWARDS GENOME REDUCTION IN PLANT PARASITES?
Although it is possible to try to identify genomic adaptations that are characteristic of
plant parasitism in nematodes, it is important to note that the genome data generated so far
are restricted to the Tylenchida (clade 12) and Aphelenchoidea (clade 10b). Some of the
other clades are represented only by EST data and others have not yet been explored at the
sequence level. Thus, it is doubtful that observations made on clades 12 and 10b nematodes
can be further generalized to all plant-parasitic lineages.Genome sizes of the plant-parasitic nematodes sequenced to date are smaller than those of
adjacent clade 9 species whose genome sequences have been published. With an assembly size
of 53 Mb, the M. hapla genome is the smallest published so far and about
half of the C. elegans genome (100 Mb). The migratory endoparasite
P. coffeae has a genome size of 19·6 Mb as measured by flow cytometry
(Leroy et al.
2003) and is considered the smallest animal genome.
Although the genome sequence of M. incognita is larger (86 Mb), this can be
largely attributed to a peculiar genome structure, mainly composed of regions in two copies
(Castagnone-Sereno et al.
2013). Decreased gene sets are also observed in
plant parasites. The total number of predicted genes in M. hapla (14 040)
is much lower than in C. elegans (~20 000) and genomic and EST sequence
analysis indicates <7500 predicted genes for P. coffeae (C. H.
Opperman, personal communication). While the clade 10b B. xylophilus is
bigger both in genome assembly size (74 Mb) and in the number of predicted genes (18 040)
than M. hapla, it is still substantially smaller than those of clade 9
species. Similarly, the current G. pallida genome assembly is in excess of
120 Mb but no more than 16 417 genes are predicted; again fewer than in other sequenced
(non-parasitic) nematodes. Although the metrics of M. hapla, M. incognita, P.
coffeae and B. xylophilus are based on draft genomes, while the
C. elegans genome is completely finished and annotated, the same
observation applies to Pristionchus pacificus, a clade 9 nematode whose
draft genome reaches 169 Mb and that encodes 23 500 predicted genes (Dieterich et
al.
2008). Thus, although a general rule cannot be
directly established from a few genomes, there might be a trend towards genome reduction in
plant parasitic nematodes compared with free-living nematode species.Whether a trend towards genome reduction actually occurs in parasites can be also
questioned for animal parasites. The genome of Trichinella spiralis, a
clade 2 parasite of mammals is only ~64 Mb and contains ~16 000 genes (Mitreva et
al.
2011). However, the clade 8 filarial nematodes
Brugia malayi, Loa loa and Wuchereria bancrofti all have
genome sizes of ~90 Mb, comparable to C. elegans, though with fewer
predicted genes (~15 000) (Ghedin et al.
2007; Desjardins et al.
2013). Bucking this trend towards reduction, the
genomes of Ascaris suum (clade 8) and Haemonchus contortus
(clade 9) are 273 and ~300 Mb, respectively (Jex et al.
2011; Laing et al.
2013), which is bigger than those of C.
elegans or P. pacificus and they do not encode substantially
fewer genes (18 500 and ~22 000, respectively). Hence, although some examples can be cited,
there is no evident general trend for genome reduction in parasitic nematodes.
HORIZONTAL ACQUISITION OF PARASITISM GENES FROM NON-METAZOAN DONORS
Perhaps the most striking example of a genomic adaptation to plant parasitism is the
presence in nematodes of genes that metabolize the plant cell wall. These genes, usually
absent in animal genomes, are present in each of the plant parasitic clades examined to date
and are thought to have been acquired by horizontal gene transfer (HGT). HGT is the
transmission of genes by means other than direct (vertical) inheritance from the parental
generation to the offspring. This phenomenon has been widely documented in prokaryotes. For
example, pathogenicity factors and genes providing resistance to antibiotics are exchanged
horizontally between bacteria regardless of whether the gene is present in the bacterial
genome itself or plasmid-borne (Boucher et al.
2003; Gogarten and Townsend, 2005). HGT in eukaryotes was previously considered to be a minor
evolutionary event, particularly in animals. However, numerous cases of HGT from prokaryotes
to eukaryotes have now been reported (Andersson, 2005), including from bacteria to animals (Dunning Hotopp, 2011), suggesting that this phenomenon is more prevalent than
originally considered. Some cases of HGT from micro-organisms to animals show a clear link
between the transferred genes and a biological function in the receiver organism
(Schönknecht et al. 2014). The
acquisition of genes from bacteria and fungi by plant-parasitic nematodes probably
constitutes one of the clearest examples (Danchin, 2011; Haegeman et al.
2011; Danchin and Rosso, 2012).The first report of HGT in plant-parasitic nematodes came with the discovery of cellulase
genes in two cyst nematodes, the first cellulase genes in any animal. The absence of these
secreted cellulases from any other animal genomes available at that time combined with their
highest similarity to bacterial cellulases led to the suggestion that they had been acquired
via HGT (Smant et al.
1998). The cellulases were subsequently shown to be
involved in the degradation of cellulose, one of the major components of the protective
plant cell wall, and to play an important role in the invasion of and migration through the
host. Similar enzymes were identified in root-knot nematodes soon after (Rosso et
al.
1999; Ledger et al.
2006) and in a range of clade 12 migratory
endoparasites, (reviewed in Haegeman et al.
2011). A series of other plant
cell wall-degrading enzymes were subsequently identified in a variety of plant-parasitic
nematodes, including xylanases (Mitreva-Dautova et al.
2006), pectate lyases (Popeijus et al.
2000; Doyle and Lambert, 2002) and polygalacturonases (Jaubert et al.
2002). In addition, expansin-like proteins that
disrupt non-covalent bonds in the plant cell wall were also identified (Qin et al.
2004). However, in the absence of an available
whole genome sequence for a plant-parasitic nematode at that time, the total arsenal of
proteins involved in the degradation/softening of the plant cell wall was impossible to
assess.
The repertoire of plant cell wall-degrading enzymes in root-knot nematode genomes
Annotation of Carbohydrate-Active enZymes (CAZymes; Cantarel et al.
2009) in the root-knot nematode genomes allowed
an assessment of the full repertoire of plant cell wall-degrading enzymes in a
plant-parasitic species to be made. Meloidogyne incognita was found to
harbour 61 putative cell wall-degrading enzymes (Abad et al.
2008) and M. hapla carries 33 of
these (Opperman et al.
2008). In addition to the cellulases, xylanases,
pectate lyases and polygalacturonases that were already known, examination of the
root-knot nematode genomes also identified novel CAZymes including putative arabinanases
(GH43 family) and invertases (GH32 family). Invertases are not cell wall-degrading enzymes
but cleave sucrose, the major sugar form circulating in plants, into glucose and fructose,
which can be readily metabolized by nematodes. Besides these enzymes, expansin-like
proteins were also identified in M. incognita and M.
hapla. Analysis of upcoming nematode genomes will soon allow the full repertoire
of cell wall-degrading enzymes to be established for additional plant-parasitic nematodes.
Representatives of each of these enzyme classes, as well as expansin-like proteins, have
already been identified in the genomes and transcriptomes of P. coffeae
and R. similis. However, they occur in greatly reduced numbers, maybe
reflecting the different feeding strategies of these migratory endoparasites (C. H.
Opperman, personal communication). Both migratory and sedentary endoparasites have to
degrade the plant cell wall to penetrate and navigate within plant tissue, but
endoparasites also need to modify the plant cell wall for establishment of a feeding site.Although BLAST-based similarity searching suggested that the genes encoding cell wall
degrading and modifying enzymes had been acquired via HGT, only a precise phylogenetic
analysis allows the evolutionary history of these proteins to be determined. To address
this, a systematic phylogenetic analysis was conducted for each of these proteins, using
the root-knot nematode genomes as queries (Danchin et al.
2010). Xylanases, pectate lyases,
polyglacturonases, candidate arabinases and expansin-like proteins all showed highest
similarities to bacterial or fungal proteins. The tree topologies indicating closest
homology to microbial proteins were highly supported and their likelihoods were
significantly higher than those of alternative topologies. The only exception was for
cellulases. Here, the tree topology showed closest homology to cellulases of two
herbivorous insects then immediately after, to bacteria (Fig. 2). One possibility is that cellulase genes from bacteria not yet sampled
in the sequence database have been transferred twice, once to plant-parasitic nematodes
and on another occasion to these herbivorous insects. The absence of cellulase in the many
insects in sequence databases argues in favour of this HGT to insects. However, whether
these cellulases are ancestral in insects or have been acquired via HGT is still the
subject of debate (Watanabe and Tokuda, 2010).
Fig. 2.
Phylogenetic relations of nematode GH5 cellulases. This simplified phylogenetic
tree is adapted from Danchin et al. (2010) and represents the evolutionary relations between
nematode GH5 cellulases and their closest homologues in other species. RKN stands
for ‘root-knot nematodes’, CYST for ‘cyst nematodes’, Lesion for lesion nematodes
(Radopholus similis), B for bacteria. The phytophagous insects
represented in this phylogeny are Apriona germari and
Psacothea hilaris.
Phylogenetic relations of nematode GH5 cellulases. This simplified phylogenetic
tree is adapted from Danchin et al. (2010) and represents the evolutionary relations between
nematode GH5 cellulases and their closest homologues in other species. RKN stands
for ‘root-knot nematodes’, CYST for ‘cyst nematodes’, Lesion for lesion nematodes
(Radopholus similis), B for bacteria. The phytophagous insects
represented in this phylogeny are Apriona germari and
Psacothea hilaris.
HGT in other nematode clades
There is evidence suggesting that genes encoding cell wall-degrading enzymes are also
present in other clades of plant parasitic nematodes. The most striking example is
provided by the presence of GH45 cellulases in clade 10b plant-parasitic nematodes
(Aphelenchoidea). Unlike GH5 cellulases, which resemble bacterial enzymes, these GH45
cellulases, described from Bursaphelenchus (Kikuchi et al.
2004) and A. besseyi (Kikuchi
et al.
2013) are most similar to fungal cellulases and
it seems likely that they have been acquired by HGT from fungi. The genome sequence of
B. xylophilus revealed that this species harbours 11 GH45 genes but no
GH5 gene (Kikuchi et al.
2011). A wider screen of GH45 genes in nematodes
and fungi showed nematode GH45 genes have close phylogenetic relationships and conserved
gene structure with fungal homologues (T. Kikuchi, unpublished data). Hence, the
acquisition of cellulases, while representing a trait common to several clades, is
probably the result of convergent and independent evolution. By contrast, families such as
the PL3 pectate lyases and expansin-like proteins are found both in clade 10b and clade 12
nematodes and whether they have been acquired in an ancestor of the two clades or twice,
independently, remains to be established.In addition, an entirely different class of cellulases (GH12) may also be present in a
clade 2 plant-parasitic nematode, Xiphinema index (Jones et al.
2005); E. G. J. Danchin, J. T. Jones & J.
Helder, unpublished data). The small size and difficulty of obtaining large quantities of
clade 1 nematodes means that no molecular analysis of these nematodes has been carried out
to date. Whether cell wall-degrading enzymes are also present in this clade is therefore
unknown. However, the data available to date suggest that the ability to metabolize the
plant cell wall is indeed a common genomic adaptation required for plant-parasitism. It
can be hypothesized that HGT has provided the nematodes with new abilities that certainly
allowed them to access a new ecological niche. This probable selective advantage
associated with the transfer probably was responsible for successful fixation of the
foreign gene at the level of populations then of the species itself (Danchin, 2011).
The importance of HGT in the plant-parasitic ability of nematodes
The plant cell wall-degrading enzymes provide a clear example of acquisitions via HGT in
the genome of a plant-parasitic nematode with evident roles in plant parasitism. However,
the total contribution of foreign genes to plant-parasitic capacity in nematodes might not
be restricted to the degradation of the plant cell wall. An analysis of all the reported
cases of HGT in plant-parasitic nematodes from the literature showed that HGT may be
associated with processes other than degradation of the plant cell wall (Haegeman
et al.
2011). Genes acquired by HGT
may have also contributed to other important processes supporting plant parasitism,
including suppression of host defences (e.g. cyanate lyases and chrorismate mutases),
nutrient processing (e.g. candidate invertase and enzymes from the salvage pathway of
vitamins B1, B5, B6 and B7) or establishment of a feeding structure (e.g. NodL like). A
recent systematic search for HGT has shown that, in total, more than 3% of protein-coding
genes in root-knot nematodes may have been acquired from non-animal donors (Paganini
et al.
2012).
OTHER NEMATODE PROTEINS REQUIRED FOR INTERACTIONS WITH THE HOST – EFFECTORS
All nematodes that parasitize plants are faced with similar obstacles to obtaining food. As
discussed above, each will need to overcome the barrier presented by the host cell wall. All
nematodes will also need, to some extent, to overcome or suppress host defence responses
although this is clearly of greater importance to endoparasitic species and to those that
induce a biotrophic feeding structure than it is to migratory ectoparasites. Indeed, some
species need to induce a feeding structure, and these show a wide range of forms and
ontogenies. Remarkably, the ability to induce these feeding structures seems to have evolved
independently in several clades, including clade 2 (Xiphinema and
Longidorus species) and clade 12. Within clade 12, this ability has
evolved independently in the cyst nematodes (which induce a syncytium) and the root knot
nematodes (which induce giant cells). The nematode molecules that mediate these interactions
are termed effectors. Various definitions for effectors are used by different authors but
for the purposes of this review we consider effectors as nematode molecules that suppress
host defences or manipulate the host to allow provision of food to the nematode.Analysis of the effectors present in various nematode groups shows that they reflect the
independent origin of biotrophy in nematodes. For example, a comparison of the effectors
present in root-knot and cyst nematodes showed that there are almost no effectors shared
between these species (J. T. Jones, personal communication). Supporting these views, ESTs
derived from both root-knot nematodes and cyst nematodes show that effector sequences
include a very high proportion of pioneer sequences that are not found outside the genus
(Gao et al.
2003; Huang et al.
2003). Some of these have evolved to perform
essential and highly specific functions. For example, the ‘19C07’ effector from cyst
nematodes, which has no similarity to other sequences in the databases, has been shown to
interact with an auxin influx transporter (LAX3) and may increase LAX3-mediated auxin influx
in order to promote syncytium development (Lee et al.
2011).There are also clear examples of root-knot and cyst nematodes using different molecular
strategies to achieve the same functional goal. For example, a secreted calreticulin is used
by M. incognita to suppress host defence responses (Jaouannet et
al.
2013). Although calreticulins are also present in
cyst nematodes, there is no evidence to show that these are deployed as effectors. A variety
of other molecules including secreted SPRY domain proteins (Postma et al.
2012) and ubiquitin extension proteins (Chronis
et al.
2013) fulfil this functional role in cyst
nematodes. One feature of effector families in G. pallida is that in many
cases they are present in large multigene families. The most striking example of this is
provided by the SPRYSEC gene family which consists of almost 300 different genes in
G. pallida but other effector gene families are also expanded (J. T.
Jones, personal communication). Since effectors (or their activity) are recognized by host
resistance proteins, this expansion of effector gene families is likely to result from
selection pressure to evade recognition by the host. Consistent with this, one G.
pallida SPRYSEC effector has been identified as an avirulence gene, and is
recognized by the Gpa2 resistance plant gene (Sacco et al.
2009). Expansion of effector gene families does not
seem to be present at a comparable amplitude in the genomes of root-knot nematodes, and
whether this represents a common adaptation to plant parasitism remains to be clarified.
NEMATODE-ENCODED PLANT PEPTIDE HORMONES: A SPECIAL CLASS OF EFFECTOR?
Many processes in vascular plants are controlled by peptide hormones. These proteins,
typically 12–15 amino acids long, serve as secreted ligands to mediate cell-to cell
communication. The canonical exemplar is the CLAVATA system, in which a peptide (generically
termed ‘CLE’) is secreted into the apoplast to be perceived by transmembrane receptors on
adjacent or nearby cells. Arabidopsis encodes at least 600 proteins that fall into this
class of receptor, termed Receptor–Like Kinases (RLK), as well as 32 potential ligands.
Because the RLK may function as hetero-dimers, the permutations of receptor-ligand complexes
is large, presumably affording a high degree of functional plasticity to these regulatory
circuits. Genetic evidence implicates components of these circuits as playing a role in
nematode parasitism. For example, plants carrying mutations in a well-characterized CLE
receptor, the har-1 locus in Lotus japonicus (Sharma
et al.
2003; Hirakawa et al.
2008), are hyper-infected by RKN (Lohar and Bird,
2003). Independently, it has been found that
polymorphisms in the orthologous locus in tomato correlate with root-knot nematode virulence
(Ejima et al.
2011). Collectively, these findings are consistent
with the broader hypothesis that root-knot nematodes effect developmental changes necessary
for feeding site formation/function, at least in part, by secreting analogues of plant
peptide hormones (Bird, 1996).This hypothesis was first supported by a computational screen (Olsen and Skriver, 2003) that revealed that the SYV-46 peptide from
soybean cyst nematode (SCN: H. glycines) likely encoded a CLE-like ligand.
SYV-46 had previously been experimentally identified as a protein secreted from the SCN
stylet (Gao et al.
2003). Not only does the SYV-46 protein bind a bona
fide CLE receptor, CLV2, but the syv-46 gene also is able to complement the
Arabidopsis clv3-1 mutant (Wang et al.
2005), strongly implicating this peptide as being a
genuine CLE. The syv-46 gene appears to have undergone a recent
duplication, as the SCN genome contains a second copy, differing by just 3 bases outside the
CLE domain (Davis et al.
2008; Mitchum et al.
2008; Lu et al.
2009). Like plant-encoded CLE, the SCN-encoded CLE
mimics contain an additional ‘pro’ domain between the signal sequence and active peptide.
For the native CLE, cleavage of the pro-domain from the active peptide occurs in the
apoplast (Ni et al.
2011), and presumably serves an additional
regulatory function. Recent data confirm the presence of SCN secretions within host
cytoplasm, and the variable domain within HgCLE has been implicated in the transportation of
HgCLE from the host cytoplasm to the apoplast, the presumed site of action. Fusion proteins
were constructed by switching the variable domains of native CLE and HgCLE. Based on
phenotypic analysis of root development, the variable domains between HgCLE and native CLE
are reported as interchangeable, despite the seemingly contradictory functions (Wang
et al.
2010). GFP-tagged antibodies raised against HgCLE
possibly indicate localization to syncytia cytoplasm (i.e. cyst nematode feeding sites). In
the same report, evidence derived from the transient over-expression of protein fusions in
plants and subsequent bioassays indicates an apoplastic destination.The role of CLE in the interaction between root-knot nematodes and their hosts has been
less studied. Like the H. glycines SYV-46 protein, an M.
incognita protein called 16D10 was initially isolated as an anonymous, putatively
secreted protein (Huang et al.
2003) and later computationally identified as
having sequence similarity to the CLE motif (Huang et al.
2006). Transgenic over-expression of 16D10 gave a
root developmental response and it was found that the nematode ligand bound to two host
SCARECROW-LIKE (SCL) proteins; this result was consistent with the result from a yeast
2-hybrid assay (Huang et al.
2006). SCL are members of the GRAS class of
transcription regulators, which play central roles in root meristem specification and also
are central to rhizobial nodulation (Hirsch et al.
2009), a process with many molecular and
developmental similarities to giant cell induction (Bird, 2004; Weerasinghe et al.
2005). The rather surprising but robust finding of
16D10 binding to the nuclear protein SCL, rather than a trans-membrane receptor in the
apoplast, appears to dismiss this particular gene as encoding a CLE (Mitchum et al.
2008).Interrogation of the assembled genomes using a double-affine Smith-Waterman algorithm
revealed numerous candidate CLE loci in root-knot nematodes (Fig. 3), including many likely false positives. Adding the additional
requirements of encoding a secretion signal sequence and a predicted cleavage site upstream
of the conserved carboxyl-terminal domain limits the number of CLE in M.
hapla to eight genes (D. McK. Bird, personal communication). Each is predicted to
encode just these two domains. Absence of the ‘pro’ domain from the mimics encoded by
root-knot nematodes is consistent with the injection of the active form of the peptide
hormone directly into the apoplast where they presumably interact with host RLK and
circumvent host regulation. Lesion nematodes, which do not form feeding sites, lack
detectable CLE. Functional analyses define two classes, ‘A’ and ‘B’. A-type CLE, which
include CLV3, promote cell differentiation at the meristem by antagonizing
WUS and aborting root growth. B-type CLE do not promote cell
differentiation at the meristem, but inhibit cell differentiation in Zinnia
elegans xylem elements. Members of the different CLE classes likely interact in
various manners. Based on sequence similarity, M. hapla and M.
incognita encode both types of CLE seen in Arabidopsis.
Fig. 3.
Nematode CLE motifs. LogoPlots of the 27 unique CLE domains in Arabidopsis (top) and
the nine unique candidate CLE domains from M. hapla (bottom). Each
M. hapla domain was included four times to balance the
amplitude.
Nematode CLE motifs. LogoPlots of the 27 unique CLE domains in Arabidopsis (top) and
the nine unique candidate CLE domains from M. hapla (bottom). Each
M. hapla domain was included four times to balance the
amplitude.
Root-knot nematode-encoded CEP mimics
It is assumed that canonical plant peptide hormones are encoded by multiple paralogous
genes, with relatively small products ranging from 70–110 amino acids, lacking notable
secondary structure (such as cysteine residues) and with high sequence diversity except
for the c-terminal domain (Ohyama et al.
2008). Using an algorithm based on these
assumptions, a novel, multi-member class of 15-amino acid plant peptide hormones,
collectively known as CEP (C-terminally Encoded Peptide) were computationally identified.
CEP are expressed in lateral root primordia, and based on the presence of a signal
sequence and mass spectrometry data, are postulated to be hormone ligands. The inhibition
of lateral root development by transgenic over-expression and the phenocopying effect of
exogenous application of synthetic CEP peptide indicate an apoplastic manner of action,
congruent with a peptide hormone. In the original report (Ohyama et al.
2008), five CEP were revealed, but our data show
an additional protein with five CEP motifs and another with two motifs can be found in the
Arabidopsis genome (D. McK. Bird, personal communication). Consistent with a role in
regulating lateral root development, CEP are widely distributed across vascular plants,
but appear absent from moss or unicellular green algae. Interrogation of the M.
incognita and M. hapla genomes revealed 8 and 12 CEP genes,
respectively (Fig. 4). CEP are not found in any
other animal genera, including cyst and lesion nematodes. Like their plant analogues, each
root-knot nematode gene encodes a signal sequence at the amino terminus and single CEP
motif at the carboxyl terminus. As is the case for the CLE, plant CEP include a domain
between the signal sequence and the hormone domain, which most likely represents a
pro-protein domain that is proteolytically removed in the apoplast. Like root-knot
nematode CLE, the CEP mimics lack this domain, presumably allowing for the direct delivery
of an active peptide into the apoplast.
Fig. 4.
Meloidogyne hapla CEP domains. LogoPlots of the 12 CEP domains
from M. hapla (top) aligned with the 11 unique CEP from
Medicago truncatula (bottom).
Meloidogyne hapla CEP domains. LogoPlots of the 12 CEP domains
from M. hapla (top) aligned with the 11 unique CEP from
Medicago truncatula (bottom).
CLE and CEP loci
The evolutionary origin of nematode-encoded, plant peptide hormone mimics remains
unclear. The notion that they were acquired from their plant hosts (by HGT) is appealing,
but the evidence necessary for such inference (i.e. phylogenetic incongruence between
species and gene trees) is lacking. Because they encode short sequences, CEP and CLE loci
inherently have a restricted phylogenetic signal. This is exacerbated by the functional
constraints of the signal sequence and an active hormone domain. Thus, although
correspondence can be established between each root-knot nematode CLE (or CEP) and an
analogous gene in Arabidopsis, this likely represents functional equivalence rather than
reflecting evolutionary homology. We stress however that although evidence for
evolutionary homology is lacking, it cannot be ruled out that these gene families arose
from a common ancestor (homology) which may have been in a different kingdom (HGT).
Nonetheless it has been proposed that these nematode proteins may have arisen de
novo (i.e. convergently: Sikora et al.
2005; Mitchum et al.
2008) rather than by HGT and circumstantial
evidence, at least for the CEP, may support this. In M. hapla, the 12
CEP-encoding genes are grouped into two tightly linked clusters on a single chromosome.
Routine annotation of these regions, using gene-finding algorithms, trained on large EST
datasets, failed to identify any genes in these areas where CEP have now been found. Such
gene-sparse regions are highly atypical within the M. hapla genome and
unlikely to be coincidental. Comparison of the two CEP loci between sequenced M.
hapla isolates (VW8 and VW9) indicate these regions are hypervariable.
Collectively, we hypothesize that these are areas of the genome exhibiting rapid
evolution, presumably reflecting high diversifying pressure, which in itself may be
expanding CEP functions in the parasitic interaction. By contrast CLE, which based on
their presence in cyst nematodes as well as root-knot nematodes might to be evolutionarily
more ancient, are not surprisingly distributed throughout the root-knot nematode genome.
Consistent with expanded function, molecular dynamics simulations of the NMR-solved
structures of plant and nematode-encoded CEP (Bobay et al.
2013) indicated that the root-knot nematode
ligands have the potential to sample more conformational space than the endogenous
peptides (Fig. 5). Perhaps this feature also
contributes to the broad host range of these nematodes.
Fig. 5.
Comparison of surface characteristics of nematode and plant CEP domains. Surface
characteristics of CEP11 from Meloidogyne hapla (MhCEP11) and
Medicago truncatula CEP1 (MtCEP1), shown through a 90° rotation
series. Residues are colour-coded by physico-chemical property:
Orange = hydrophobic; Blue = positive residues; Cyan = Asp; Green = Pro;
Red = Hydroxyl group on Pro.
Comparison of surface characteristics of nematode and plant CEP domains. Surface
characteristics of CEP11 from Meloidogyne hapla (MhCEP11) and
Medicago truncatula CEP1 (MtCEP1), shown through a 90° rotation
series. Residues are colour-coded by physico-chemical property:
Orange = hydrophobic; Blue = positive residues; Cyan = Asp; Green = Pro;
Red = Hydroxyl group on Pro.
PROTECTION BY THE HOST – PLANT PARASITIC NEMATODES HAVE REDUCED IMMUNE SYSTEMS
One genomic consequence of the capacity to reside within a plant seems to be the ability to
shed a significant number of genes involved in defence against pathogens. In root-knot
nematode genomes, a reduction in the repertoire of genes involved in detoxification,
immunity and defence against bacteria and fungi is observed. For example, a very reduced set
of chitinases is present as compared with other nematodes as well as a simplified
glutathione S transferase gene family, compared with that present in C.
elegans (Abad et al.
2008). A reduced set of chitinases is also present
in M. hapla (Opperman et al.
2008). Chitinases are considered as antifungal
proteins in nematodes and GSTs are used for detoxification. The genome of G.
pallida contains fewer genes involved in detoxification of secondary metabolites as
compared with C. elegans and genes encoding immune effectors (lysozymes,
C-type lectins and chitinases) are also reduced in number (J. T. Jones, personal
communication). Is this a feature common to all plant-parasitic nematodes or common to
sedentary endoparasites only? First insights into the genomes of P. coffeae
and R. similis also show a reduction of these families involved in defence
and immunity (C. H. Opperman, personal communication). These data suggest, paradoxically,
that although plant-parasitic nematodes need to avoid or suppress host defence responses,
they also derive significant benefit from these host processes in that they are protected
from soil-dwelling pathogens while inside their host. The impact of this protection can be
clearly seen in the genomes of some plant-parasites. However, it should also be noted that
this is not a constant feature of plant-parasitism. The genome of B.
xylophilus seems to have an expanded repertoire of genes encoding proteins involved
in detoxification processes – this may reflect the fact that this nematode needs to inhabit
a plant and an insect at various phases of the life cycle or it may reflect the specific
challenges of surviving in woody tissues, which are particularly rich in secondary
metabolites (Kikuchi et al.
2011).Interestingly, a reduction in the set of antibacterial genes was observed in the clade 8
animal-parasitic nematodes L. loa, B. malayi and W.
bancrofti (Desjardins et al.
2013). However, such a reduction of antibacterial
repertoire was not observed in A. suum, suggesting this might be a
specificity of the above-mentioned filarial nematodes. Further supporting this filarial
specificity, no reduction of antibacterial, detoxification or immune repertoires have been
mentioned in the genome papers of the animal parasites T. spiralis (Mitreva
et al.
2011) and H. contortus (Laing
et al.
2013).
MODES OF REPRODUCTION – THE INFLUENCE OF HOST RANGE AND THE EFFECTS ON NEMATODE GENOMES
The host range of plant-parasitic nematodes has an enormous influence on their biology,
including their mode of reproduction (Blok et al.
2008) and this, in turn may have a significant
impact on genome structure. Most plant pathogens, including nematodes, are unable to develop
on most plants and therefore have a restricted host range. Many cyst nematodes follow this
rule, with each species able to infect a relatively narrow range of plants. The host is
often reflected in species names (potato cyst nematode, soybean cyst nematode and so on). As
a consequence, a cyst nematode developing on a host is likely to encounter another
individual of the same species on that host and reproduction is most often sexual in these
species. However, some root knot nematodes, including M. incognita have
extraordinarily broad host ranges. Although the whole host range of M.
incognita, as a species, might be the result of an assemblage of populations that
have each a more restricted collection of compatible hosts, most tested populations have
multiple host plants (Robertson et al.
2006; Castagnone-Sereno et al.
2013). Root-knot nematodes show a striking
diversity of reproductive modes, ranging from strict sexual reproduction (amphimixis),
facultative sexual reproduction (meiotic parthenogenesis) to fully asexual reproduction
(mitotic parthenogenesis). Interestingly, root-knot nematodes with the broadest host ranges,
like M. incognita, reproduce by mitotic parthenogenesis, which ensures that
reproduction can occur in the absence of a partner. This reproductive mode does not require
finding a mate and allows a rapid and effective exploitation of food resources. These
observations suggest that there is a link between the mode of reproduction and the host
range. The mode of reproduction itself has consequences for the genome structure. Absence of
meiosis relaxes pressure for homologous chromosome pairing and allows them to substantially
diverge from one another. Supporting this view, the genome of M. incognita
is present in pairs of regions showing a high average divergence of 7% at the nucleotide
level. It is hypothesized that this high divergence might allow functional divergence
between gene copies thus providing a mechanism of plasticity/variability in the absence of
inter-individual genetic exchanges. Whether these genomic singularities are common in strict
parthenogenetic plant-parasitic nematodes will be interesting to assess as new genomes
become available.A point that is common to cyst nematodes and root-knot nematodes is sex determination. In
both groups of species, sex determination depends on environmental conditions with adverse
conditions leading to more males being produced in both cases. In facultative
parthenogenetic species, it is hypothesized that the higher proportion of males generated
during adverse conditions allows for more sexual reproduction to occur. Promoting genetic
exchange between individuals, sexual reproduction would allow new combinations of alleles to
emerge, with enhanced probability of including new genotypes able to adapt. Here again,
while the genetics underlying this process is not described it is possible that this mode of
sex determination, determined by the environment, has emerged independently in a convergent
manner.
CONCLUSIONS
Plant parasitic nematodes can collectively infest virtually any human-cultivated plant and
cause dramatic damage to worldwide agriculture. They can therefore be considered as
evolutionarily successful parasites. This feeding mode has emerged several times
independently in nematodes. Interestingly, the challenges constituted by infesting a live
host plant appear to have led to parallel convergent evolution of similar solutions. For
instance, at a morphological level, all plant-parasitic nematodes possess a syringe-like
stylet to feed from plant cells. This organ appears to have been invented independently in
each clade with different ontogeny and fine structure. Exploring recent genomic data, we
have shown here that, just like observations at the morphologic level, convergent genomic
adaptations also appear to have occurred independently in different lineages of
plant-parasitic nematodes. Acquisition of parasitism genes via HGT appear to be an
adaptation common to all species investigated at the sequence level. Effector proteins,
involved in repression of plant defence systems and establishment of a successful biotrophic
interaction are encoded by the genomes of various plant-parasitic nematodes. However, these
effector proteins are poorly conserved from one nematode species to another and mostly
lineage-specific, suggesting that they also have emerged independently multiple times to
circumvent similar plant host challenges. Mimicry of plant peptide hormones is a common
feature of cyst nematodes and root-knot nematodes, two independently evolved lineages of
sedentary endoparasitic nematodes. Interestingly, there is no evident orthological
relationship between cyst and root-knot nematode mimics, indicating, once again, a probable
convergent evolution. Overall, while some features, such as the acquisition of parasitism
genes via HGT, reduction of the repertoire of genes for detoxification and defence, the
presence of effector genes or of plant peptide mimics appear as common genomic signatures,
looking into each of these features in more detail reveals lack of true homology and
suggests independent emergence of convergent adaptations to plant parasitism within the
different nematode lineages.Interestingly, several parallels can be drawn between the genomes of plant-parasitic
nematodes and those of other phytopathogens or phytoparasites. For instance, acquisition via
HGT of plant cell wall-degrading enzymes and other parasitism genes have also been observed
in plant-parasitic oomycetes (Judelson, 2012).
Similarly, phytoparasitic fungi have acquired genes involved in pathogenesis from bacteria
via HGT too (Gardiner et al.
2012). Filamentous fungi as well as oomycetes also
encode genus or lineage-specific effectors secreted in planta that assist
different processes enabling parasitism (Oliva et al.
2010). Hence, these two features appear to
represent more general adaptive convergences to plant parasitism.
Authors: G Smant; J P Stokkermans; Y Yan; J M de Boer; T J Baum; X Wang; R S Hussey; F J Gommers; B Henrissat; E L Davis; J Helder; A Schots; J Bakker Journal: Proc Natl Acad Sci U S A Date: 1998-04-28 Impact factor: 11.205
Authors: Aaron R Jex; Shiping Liu; Bo Li; Neil D Young; Ross S Hall; Yingrui Li; Linfeng Yang; Na Zeng; Xun Xu; Zijun Xiong; Fangyuan Chen; Xuan Wu; Guojie Zhang; Xiaodong Fang; Yi Kang; Garry A Anderson; Todd W Harris; Bronwyn E Campbell; Johnny Vlaminck; Tao Wang; Cinzia Cantacessi; Erich M Schwarz; Shoba Ranganathan; Peter Geldhof; Peter Nejsum; Paul W Sternberg; Huanming Yang; Jun Wang; Jian Wang; Robin B Gasser Journal: Nature Date: 2011-10-26 Impact factor: 49.962
Authors: Jianying Wang; Chris Lee; Amy Replogle; Sneha Joshi; Dmitry Korkin; Richard Hussey; Thomas J Baum; Eric L Davis; Xiaohong Wang; Melissa G Mitchum Journal: New Phytol Date: 2010-05-20 Impact factor: 10.151
Authors: M Jaouannet; M Magliano; M J Arguel; M Gourgues; E Evangelisti; P Abad; M N Rosso Journal: Mol Plant Microbe Interact Date: 2013-01 Impact factor: 4.171
Authors: Taisei Kikuchi; James A Cotton; Jonathan J Dalzell; Koichi Hasegawa; Natsumi Kanzaki; Paul McVeigh; Takuma Takanashi; Isheng J Tsai; Samuel A Assefa; Peter J A Cock; Thomas Dan Otto; Martin Hunt; Adam J Reid; Alejandro Sanchez-Flores; Kazuko Tsuchihara; Toshiro Yokoi; Mattias C Larsson; Johji Miwa; Aaron G Maule; Norio Sahashi; John T Jones; Matthew Berriman Journal: PLoS Pathog Date: 2011-09-01 Impact factor: 6.823
Authors: Sebastian Eves-van den Akker; Catherine J Lilley; Etienne G J Danchin; Corinne Rancurel; Peter J A Cock; Peter E Urwin; John T Jones Journal: Genome Biol Evol Date: 2014-08-13 Impact factor: 3.416