Literature DB >> 20198144

A new species of Albugo parasitic to Arabidopsis thaliana reveals new evolutionary patterns in white blister rusts (Albuginaceae).

M Thines1, Y-J Choi, E Kemen, S Ploch, E B Holub, H-D Shin, J D G Jones.   

Abstract

The obligate biotrophic lineages of the white blister rusts (Albuginales, Oomycota) are of ancient origin compared to the rather recently evolved downy mildews, and sophisticated mechanisms of biotrophy and a high degree of adaptation diversity are to be expected in these organisms. Speciation in the biotrophic Oomycetes is usually thought to be the consequence of host adaptation or geographic isolation. Here we report the presence of two distinct species of Albugo on the model plant Arabidopsis thaliana, Albugo candida and Albugo laibachii, the latter being formally described in this manuscript. Both species may occupy the same host within the same environment, but are nevertheless phylogenetically distinct, as inferred from analyses of both mitochondrial and nuclear DNA sequences. Different ways of adapting to their host physiology might constitute an important factor of their different niches. Evidence for this can be gained from the completely different host range of the two pathogens. While Albugo candida is a generalist species, consisting of several physiological varieties, which is able to parasitize a great variety of Brassicaceae, Albugo laibachii has not been found on any host other than Arabidopsis thaliana. Therefore, Albugo laibachii belongs to a group of highly specialised species, like the other known specialist species in Albugo s.s., Albugo koreana, Albugo lepidii and Albugo voglmayrii. The comparative investigation of the effector genes and host targets in the generalist and the specialist species may constitute a model system for elucidating the fundamental processes involved in plant pathogen co-adaptation and speciation.

Entities:  

Keywords:  Albuginales; effector gene; oospore morphology; phylogeny; plant pathogen; speciation

Year:  2009        PMID: 20198144      PMCID: PMC2789544          DOI: 10.3767/003158509X457931

Source DB:  PubMed          Journal:  Persoonia        ISSN: 0031-5850            Impact factor:   11.051


INTRODUCTION

The brassicaceous plant Arabidopsis thaliana, which has been the model system to study plant genetics and physiology since Laibach (1943) proposed it as a suitable candidate, has been the motor for fundamental discoveries in plant biology. During the past years, it has also become the focus of studies in plant pathogen interactions, especially in obligate pathogens, like downy mildews and powdery mildews (Holub 2007, 2008). Investigation of these obligate pathogens has provided many important insights into plant susceptibility and immunity (Austin et al. 2002, Muskett et al. 2002, Birch et al. 2006), but many aspects still remain enigmatic. With the discovery of a plethora of fast evolving effector genes involved in the pathogenesis of oomycetes (Morgan & Kamoun 2007), new approaches emerge for understanding the evolution of pathogenicity. The reference genome of the downy mildew of Arabidopsis thaliana, Hyaloperonospora arabidopsidis, for example, contains more than 100 effector-like genes (Win et al. 2007). The function of most of these is currently unknown, but they are expected to somehow be involved in manipulating their hosts to attenuate defence or to re-direct host metabolism and favour the parasite development. It can be expected that obligate biotrophic pathogens manipulate their hosts by highly evolved mechanisms to attenuate defence, and they are thus of particular interest for investigating host-pathogen interactions. For plant pathology, systems with different pathogens parasitic to the same host may constitute a promising approach to study plant defence mechanisms and the effectors involved in successful pathogen establishment. Recent reports demonstrate that white rust in Arabidopsis thaliana is also an important model pathosystem for molecular genetic investigation of broad spectrum induced susceptibility, and race-specific and non-host disease resistance (Holub et al. 1995, Parker et al. 1996, Borhan et al. 2004, 2008, Cooper et al. 2008). The two highly distinct lineages of Oomycota (Albuginaceae and Peronosporaceae) that are obligate parasites of Arabidopsis thaliana (Gäumann 1918, Biga 1955) have until recently (Dick 2001) been thought to be closely related members of the order Peronosporales, and very distinct from the order Pythiales, which included the hemibiotrophic genera Phytophthora and Pythium. However, it became evident from the first comprehensive phylogenies of these organisms (Riethmüller et al. 2002, Hudspeth et al. 2003) that the downy mildews and white blister rusts are only distantly related. Along with morphological and cytological evidence, the order Albuginales was therefore introduced (Thines & Spring 2005), along with two new genera in the white blister rusts, Pustula (white blister rusts of Asteridae) and Wilsoniana (white blister rusts of Caryophyllidae). In the first phylogenetic reconstructions including Albugo s.s. (Rehmany et al. 2000, Choi et al. 2006, Voglmayr & Riethmüller 2006), it was observed that Albugo on Brassicaceae did not form a homogenous clade, but was separated into one clade comprising the majority of isolates and several additional distinct lineages. More detailed phylogenetic and morphological investigations revealed that in Capsella bursa-pastoris and in the genus Draba, two different specialist species are present (Choi et al. 2007, 2008). However, these new species were collected in isolated geographic regions in Korea or east Asia, and have so far not been reported from other parts of the world, suggesting that geographic isolation might have enabled independent adaptation to the same host. Closer inspection of the phylogeny presented by Voglmayr & Riethmüller (2006), in comparison with the one shown in Choi et al. (2007), reveals that in Cardaminopsis halleri (now Arabidopsis halleri), Albugo candida was observed in a specimen from Romania, while in a specimen of Arabidopsis thaliana from Austria a genetically distinct Albugo was found. If two related – yet distinct – species were parasitic to Arabidopsis in the same geographic region, this would suggest that sympatric speciation based on unknown niche adaptation mechanisms is possible in Albugo. This would create a promising model system for investigating plant defence and plant-pathogen interaction. In addition, it would raise fundamental questions regarding niche recognition, evolution and ecology in obligate, biotrophic plant pathogens. Therefore, it was the aim of this study to clarify whether two different species of Albugo might be present in the same geographic region and on a single host species – the model plant Arabidopsis thaliana.

MATERIALS AND METHODS

Specimens and morphological investigation

The details for the specimens examined and GenBank accession numbers are given in Table 1. Morphological investigation was done as described previously (Choi et al. 2008).
Table 1

Albuginaceae specimens investigated in this study.

Number in Fig. 1SpeciesHostOriginYearHerbarium code / strain identificationGenBank accession no.
ITScox2
1Albugo candidaArabidopsis arenosaRomania, Maramure_1974BP 54980FJ468359
2Heliophila meyeriiRSA, Vanrhynsdorp1896BPI 184888DQ418493DQ418515
3Arabidopsis thalianaUK, Norwich2007SL 11BB8FJ468360FJ468361
4Arabidopsis thalianaUK, Norwich2007SL 12T6FJ468362FJ468363
5Iberis amaraUSA, California1938BPI 184897DQ418499DQ418522
6Berteroa incanaAustria, Krems1987BPI 184200DQ418495DQ418508
7Brassica junceaKorea, Namyangju1998KUS-F 15570AY929826AY927046
8Biscutella laevigataSwitzerland, Valais1903BPI 184686DQ418494DQ418506
9Thlaspi arvenseUSA, New York2002CUP 065777AY929847AY913809
10Arabidopsis halleriiRomania, Suceava1980BPI 199991DQ418502DQ418513
11Arabis turritaBulgaria1955SOMF 00337AY929825AY913803
12Erysimum cuspidatumRomania, Mehedinti1979BPI 199988DQ418498DQ418519
13Arabidopsis thalianaUK, Norwich2007SL 20DD5FJ468364FJ468365
14Aubrieta deltoideaGermany, Hessen1953BPI 184659DQ418500DQ418511
15Capsella bursa-pastorisNetherlands, Zuid-HollandBPI 184451DQ643916DQ643944
16Arabidopsis thalianaUK, Norwich2007SL 30LL2FJ468366FJ468367
17Lunaria sp.USA, Oregon2000CUP 065639AY929840AY913797
18Capsella bursa-pastorisUK, ‘East Malling’2007UW Acem2FJ468368
19Arabidopsis thalianaRomania, Ilfov1977BP 75214FJ468369
20Diplotaxis erucoidesPalestine, Kiriat-Anabim1935BPI 184862DQ418496DQ418517
21Raphanus sativusKorea, Seoul1990KUS-F 10614AY929841AY927059
22Sisymbrium luteumKorea, Pyongchang2002KUS-F 19086AY929844AY913808
23Eruca sativaPakistan, Daudkhel1968BPI 184870DQ418503DQ418514
24Albugo lepidiiLepidium apetalumKorea, Seoul1997KUS-F 13747AY929835AY927054
25Lepidium virginicumKorea, Seoul2000KUS-F 17251AY929838AY927057
26Lepidium sp.Romania, Suceav1980BP 74488FJ468370
27Albugo voglmayriiDraba nemorosaKorea, Gapyong1999KUS-F 15732AY929834AY927053
28Albugo sp.Descuraina sophiaRussia1977SOMF 19655AY929832AY927051
29Albugo sp.Diptychocarpus strictusRussia1978SOMF 19659AY929833AY927052
30Albugo laibachii sp. nov.Arabidopsis thalianaAustralia, Tasmania1980DAR 73071*FJ468371
31Arabidopsis thalianaUK, ‘East Malling’2007UW Acem1FJ468372
32Arabidopsis thalianaUK, Norwich2007SL Nc14FJ468373FJ468374
33Albugo koreanaCapsella bursa-pastorisKorea, Namyangju1997KUS-F 13752AY929829AY927048
34Capsella bursa-pastorisKorea, Yongin2000KUS-F 17254AY929831AY927050
35Capsella bursa-pastorisKorea, Seoul1999KUS-F 15670AY929830AY927049
36Albugo ipomoeae-pandurataeIpomoea hederaceaKorea, Yangpyong2003KUS-F 19628DQ643920AY913804
37Wilsoniana amaranthiAmaranthus spinosusKorea, Chunchon2003KUS-F 19835AY929824AY913805

BP = Herbarium of the Natural History Museum Budapest, BPI = Herbarium of the USDA Maryland, DAR = Herbarium of the Orange Agricultural Institute, KUS-F = Mycological Herbarium of the Korea University, SL = Sainsbury Laboratory (laboratory strains), SOMF = Bulgarian Academy of Sciences Mycological Collection, UW = University of Warwick.

type specimen. Numbers in bold face indicate specimens sequenced and investigated in light microscopy in this study.

DNA extraction, PCR and sequencing

DNA extraction and cox2 amplification was performed as reported earlier (Hudspeth et al. 2000, McKinney et al. 1995, Thines et al. 2008). ITS regions were amplified from the specimens as described previously (Thines 2007), with elongation time set to 1 min. In addition to the primers reported in Thines (2007), the oomycete specific forward primer DC6 (Cooke et al. 2000) was employed. Sequencing was carried out by the commercial sequencing company GATC (Konstanz, Germany), SolGent (Daejeon, Korea) and the John Innes Genome Laboratory, (Norwich, UK), using the primers applied for PCR.

Alignment and phylogenetic reconstruction

Alignments for cox2 and ITS regions were produced using MUSCLE (Edgar 2004), v3.6, with the default settings. No manual ‘improvements’ were done. Alignments have been deposited in TreeBASE under the accession number S2375. Molecular phylogenetic reconstructions were done on concatenated cox2 and ITS alignments using MEGA v4.0 (Tamura et al. 2007) for Minimum Evolution (using Tajima-Nei distances) and Maximum Parsimony analyses, and RAxML v7.0 (Stamatakis 2006) for Maximum Likelihood analysis. In both cases, all parameters were set to default values. For Maximum Likelihood analysis, the GTRMIX variant was chosen. For all analyses, 1 000 bootstrap replicates (Felsenstein 1985) were performed.

RESULTS

Molecular phylogenetic reconstruction

The phylogenetic reconstruction based on concatenated cox2 and ITS regions revealed a high degree of uniformity of Albugo candida isolates from 16 different host genera (Fig. 1). The genus Arabidopsis was among these genera, with five isolates from Arabidopsis thaliana and one isolate respectively from Arabidopsis halleri and Arabidopsis arenosa. This group, representing A. candida, was highly distinct from the other lineages, with maximum support in Minimum Evolution (ME) and Maximum Likelihood (ML) analyses and a bootstrap value of 99 in Maximum Parsimony (MP) analysis. Apart from A. candida, several other distinct lineages were observed, which correspond to the three additional species parasitic to Brassicaceae, A. lepidii, A. koreana, and A. voglmayrii. The specimens of A. lepidii and A. koreana each grouped together with maximum statistical support in ME and ML analysis, and a bootstrap value of 99 in MP analysis. The isolates from Descuraina sophia and Diptychocarpus strictus also clustered distinct from A. candida, and the other species so far described as parasites of the Brassicaceae. Notably, three isolates from Arabidopsis thaliana were also highly distinct from A. candida, and grouped together with maximum support in ME and ML analyses and a bootstrap value of 99 in MP analysis. Sequence similarity of these isolates in comparison to A. candida in ITS was only 86 %. This is a much lower degree of similarity than in closely related Phytophthora or downy mildew species, where ITS sequences were found to have 99 % similarity or more (Table 2). Relationships of the species of Albugo s.s. to each other could mostly not be resolved. However, some bootstrap support could be obtained for a clade consisting of all white blister pathogen lineages except for A. candida and A. koreana and for a clade containing the Albugo isolates from Descuraina sophia, Diptychocarpus strictus and Arabidopsis thaliana. All white blister pathogens on Brassicaceae formed a moderately (ML: bootstrap value 73) to highly (ME, MP: bootstrap value 99) supported clade.
Fig. 1

Phylogenetic tree inferred from Minimum Evolution analysis based on concatenated ITS and cox2 sequences. Numbers above branches indicate the respective support in ME, MP and ML analyses. A. = Albugo, I. = Ipomoea, W. = Wilsoniana. Numbers preceding taxon names correspond to the numbers given in Table 1.

Table 2

Comparison of the ITS similarity of various oomycete species.

GenBank No.GenBank No.Maximum identity in blastn*
Albugo laibachiiAlbugo candida86 %
FJ468373AF271231
Albugo koreanaAlbugo candida85 %
AY929830AF271231
Peronospora tabacinaPeronospora rumicis92 %
AY198289DQ643903
Peronospora effusaPeronospora rumicis99 %
DQ643901DQ643903
Hyaloperonospora arabidopsidisHyaloperonospora parasitica88 %
AY531434AY210987
Hyaloperonospora hesperidisHyaloperonospora parasitica90 %
AY531455AY210987
Phytophthora capsiciPhytophthora infestans90 %
AB367371EU200321
Phytophthora nicotinaePhytophthora infestans91 %
FN263242EU200321
Phytophthora phasaeoliPhytophthora infestans99 %
DQ821179EU200321
Phytophthora mirabilisPhytophthora infestans99 %
AF266777EU200321

Searches were performed at NCBI (http://blast.ncbi.nlm.nih.gov/Blast.cgi), with all parameters set to default values.

Morphological investigation

Morphological comparison of Albugo candida from Arabidopsis thaliana and other hosts with the undescribed species of Albugo on Arabidopsis thaliana revealed marked differences in oospore size, which clearly separates A. candida from Albugo sp. on Arabidopsis thaliana. The oospores of Albugo candida were (42.5–)47.9–57.6(–62.5) (av. 51.8) μm diam in the type host Capsella bursa-pastoris, (37.5–)43.8–52.1(–57.5) (av. 48) μm diam in Eruca sp., (40–)43.1–49.4(–51.3) (av. 46.3) μm diam in Heliophila sp. and (42–)45.9–53.0(–55) (av. 49.5) μm diam in Arabidopsis thaliana. In the undescribed species on Arabidopsis thaliana, the oospores were significantly smaller with (36.8–)38.3–43.3(–47) (av. 40.8) μm diam. Oospore surface ornamentation was similar to A. candida, but markedly different from the other Albuginaceae. While branching lines on the oospore surface is a prominent character of oospores in A. candida (Fig. 2g, h), and also in the undescribed species (Fig. 2e, f), all other hitherto described species exhibit irregular, rounded protuberances on their oospore surface, which do not become confluent and branched. In addition, the lines formed on oospores of Albugo sp. (Fig. 2e) are mostly less regular in appearance than those in A. candida (Fig. 2g). Primary and secondary sporangia, as well as sporangiophores, were similar in shape and size in all specimens investigated and did not allow unambiguous species identification, which is in line with previous investigations.
Fig. 2

Morphological characteristics of Albugo species on Arabidopsis thaliana. a–f. New species discovered on Arabidopsis thaliana; g, h. Albugo candida on Arabidopsis thaliana. — a. Sporogenous hyphae; b. primary sporangia; c. secondary sporangia; d. haustorium; e, g. surface ornamentation of oospores; f, h. protuberances (arrows) as seen in lateral view. — Scale bars: a–c = 20 μm, d = 10 μm, e–h = 50 μm. Sources: a–f (DAR 73071), g, h (BP 75214).

Taxonomy

Due to its distinct phylogenetic placement and morphological characteristics differing from all other Albuginaceae hitherto known, a new species is introduced here to accommodate the undescribed species on Arabidopsis thaliana. Thines & Y.J. Choi, sp. nov. — MycoBank MB509563; Fig. 2 Mycelia intercellularia, haustoria intracellularia, vesicularia. Sori hypophylli, distincti, rotundi vel irregulares, saepe confluentes, albi, 0.5–4(–11) mm diam. Sporangiophora hyalina, clavata vel cylindracea, (20–)23.3–33.9 (–37.5) (av. 28.6) μm longa, (10.5–)11.5–13.8(–15) (av. 12.7) μm diam (n = 102). Sporangia hyalina, globosa vel subglobosa, sporangia primaria (11.8–)12.5–14.5(–15.3) (av. 13.5) μm diam (n = 94), sporangia secondaria (11.5–)14.3–17.1(–18.5) (av. 15.7) μm diam (n = 113), parietibus uniformibus. Oogonia in folia, globosa vel irregularia, flavida, (45–)47.4–54.3(–58) (av. 50.9) μm diam (n = 63). Oospora luteola vel brunnea, globosa, verruculosa vel tuberculata, (36.8–)38.3–43.3(–47) (av. 40.8) μm diam (n = 34). Etymology. Dedicated to Friedrich Laibach, who first suggested Arabidopsis thaliana as a model plant for plant genetics. Mycelium intercellular. Haustoria knob-like to globose, 3–5 μm diam, surrounded by thick sheath, with narrow and short stalk, 1–2 μm in length, one to several in each host cell. Sori hypophyllous, distinct, rounded or irregular, 0.5–4(–11) mm diam, often confluent, whitish, sometimes present in stems and inflorescences. Sporangiophores hyaline, clavate or cylindrical, straight to slightly curved, (20–)23.3–33.9(–37.5) (av. 28.6) μm long, (10.5–)11.5–13.8(–15) (av. 12.7) μm wide (n = 102), mostly grouped, thick-walled, especially towards the base up to 6 μm. Sporangia arranged in basipetal chains, hyaline, primary sporangia similar to the secondary sporangia, but the former exhibit a slightly thicker wall; primary sporangia globose or polyangular due to mutual pressure, (11.8–)12.5–14.5(–15.3) (av. 13.5) μm diam (n = 94), with wall uniformly 1.5(–2) μm thick; secondary sporangia globose to subglobose, (11.5–)14.3–17.1(–18.5) (av. 15.7) μm diam (n = 113), with uniformly thin wall, tip round, base mostly rounded, but rarely subtruncate, pedicel mostly absent. Resting organs rarely present as pale brown dots on both the upper and lower surface of the leaf spots. Oogonia broadly globose or irregular, yellowish, (45–)47.4–54.3(–58) (av. 50.9) μm diam (n = 63), wall smooth, 1–2 μm thick. Oospores plerotic, yellowish to pale brownish, globose, (36.8–)38.3–43.3(–47) (av. 40.8) μm diam including the height of tubercles (n = 34), wall 2–4 μm thick, irregularly tuberculate, with blunt ridges; tubercles mostly connected, but very rarely single, often branched, up to 4 μm long. Substratum — Living leaves of Arabidopsis thaliana. Known distribution — Australia, England, France, Germany. Specimens examined. Australia, Tasmania, Gretna, 29 Sept. 1980, D. Morris, DAR 73071, holotype. – Additional specimens examined are listed in Table 1.

DISCUSSION

Before the molecular phylogenetic studies of Choi et al. (2006) and Voglmayr & Riethmüller (2006), it was generally believed that only a single species of Albugo is parasitic to Brassicaceae, with a very broad host range, encompassing 63 genera and 241 species (Biga 1955, Saharan & Verma 1992). These include cultivated species of economic importance, in particular Eutrema, Armoracia, Brassica and Raphanus species. Only recently, it was found that a high genetic diversity exists within Albugo on Brassicaceae (Choi et al. 2006, 2007, 2008, Voglmayr & Riethmüller 2006). In addition, it was realised that oospore morphology and ornamentation provide characters of high phylogenetic significance (Voglmayr & Riethmüller 2006, Choi et al. 2007, 2008), which is contrasted by a low degree of variability of the dimorphic sporangia (Constantinescu & Thines 2006) as has been revealed in several studies (Biga 1955, Makinen & Hietajarvi 1965). Mainly on the basis of oospore ornamentation two new species, Albugo koreana, parasitic to Capsella bursa-pastoris in Korea and A. voglmayrii, parasitic to Draba nemorosa in East Asia, were described. For the host genera of these species it has been known that Albugo candida may infect them in Europe. In case of A. koreana, even the same host species may be affected by either A. koreana or A. candida. But even with the rather broad sampling presented by Choi et al. 2007, no case of A. koreana from any other country than Korea could be confirmed. Therefore, it could be argued that A. candida and A. koreana are the result of an allopatric speciation event, i.e. speciation took place primarily due to geographic isolation. However, this is in contrast to the situation observed in this study for northern Europe. Both A. candida and A. laibachii were found to co-occur in the same geographic region, and even in the same locality. Therefore, to explain the presence of two distinct species on the same host plant, either sympatric speciation (i.e. speciation within the same geographical region) or later migration has to be considered. In the former case the occupation of different ecological niches has to be postulated, which was also in line with the finding that the two species may coexist in the same region. As the host plant for both species is identical, these niches could be in different strategies for exploiting their host. Interestingly, the broad host spectrum of A. candida could be confirmed in general, with a host range covering a large array of the common tribes of the Brassicaceae (Choi et al. 2006, 2007, 2008, Voglmayr & Riethmüller 2006). Within the generalist species A. candida, several more restricted or specialised lineages seem to be present (Pound & Williams 1963, Petrie 1988). However, inoculation experiments with other isolates have shown, that some are able to parasitize largely unrelated plants, even from two distinct families, as recently Khunti et al. (2000) showed that an isolate from Brassica juncea could successfully infect Cleome viscosa. It is also possible that in some of the infection trials so far unrevealed specialised species have been used. Apart from A. candida, which encompasses all isolates from Brassica sequenced so far, several highly distinct lineages exist, many of which have so far not been described as independent species (Choi et al. 2006, 2007, 2008, Voglmayr & Riethmüller 2006). The basis for these highly different strategies likely is a consequence of different sets of effector genes employed during compatible interaction. It will be the privilege of future studies, to investigate the molecular basis of the host specialisation in A. laibachii and the broad host spectrum of the species A. candida, from which in turn several isolates with a restricted host range have recently been found (for a discussion see Borhan et al. 2008). The two Albugo pathogens of Arabidopsis thaliana might therefore become an important model system for investigating the basic processes involved in plant defence and pathogen specialisation.
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Journal:  PLoS Biol       Date:  2011-07-05       Impact factor: 8.029

7.  Salisapiliaceae - a new family of oomycetes from marsh grass litter of southeastern North America.

Authors:  J Hulvey; S Telle; L Nigrelli; K Lamour; M Thines
Journal:  Persoonia       Date:  2010-12-14       Impact factor: 11.051

8.  De novo sequence assembly of Albugo candida reveals a small genome relative to other biotrophic oomycetes.

Authors:  Matthew G Links; Eric Holub; Rays H Y Jiang; Andrew G Sharpe; Dwayne Hegedus; Elena Beynon; Dean Sillito; Wayne E Clarke; Shihomi Uzuhashi; Mohammad H Borhan
Journal:  BMC Genomics       Date:  2011-10-13       Impact factor: 3.969

9.  Evidence for suppression of immunity as a driver for genomic introgressions and host range expansion in races of Albugo candida, a generalist parasite.

Authors:  Mark McMullan; Anastasia Gardiner; Kate Bailey; Eric Kemen; Ben J Ward; Volkan Cevik; Alexandre Robert-Seilaniantz; Torsten Schultz-Larsen; Alexi Balmuth; Eric Holub; Cock van Oosterhout; Jonathan D G Jones
Journal:  Elife       Date:  2015-02-27       Impact factor: 8.140

10.  Towards a universal barcode of oomycetes--a comparison of the cox1 and cox2 loci.

Authors:  Young-Joon Choi; Gordon Beakes; Sally Glockling; Julia Kruse; Bora Nam; Lisa Nigrelli; Sebastian Ploch; Hyeon-Dong Shin; Roger G Shivas; Sabine Telle; Hermann Voglmayr; Marco Thines
Journal:  Mol Ecol Resour       Date:  2015-03-24       Impact factor: 7.090

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