Before the advent of molecular phylogenetics, species concepts in the downy mildews, an economically important group of obligate biotrophic oomycete pathogens, have mostly been based upon host range and morphology. While molecular phylogenetic studies have confirmed a narrow host range for many downy mildew species, others, like Pseudoperonospora cubensis affect even different genera. Although often morphological differences were found for new, phylogenetically distinct species, uncertainty prevails regarding their host ranges, especially regarding related plants that have been reported as downy mildew hosts, but were not included in the phylogenetic studies. In these cases, the basis for deciding if the divergence in some morphological characters can be deemed sufficient for designation as separate species is uncertain, as observed morphological divergence could be due to different host matrices colonised. The broad host range of P. cubensis (ca. 60 host species) renders this pathogen an ideal model organism for the investigation of morphological variations in relation to the host matrix and to evaluate which characteristics are best indicators for conspecificity or distinctiveness. On the basis of twelve morphological characterisitcs and a set of twelve cucurbits from five different Cucurbitaceae tribes, including the two species, Cyclanthera pedata and Thladiantha dubia, hitherto not reported as hosts of P. cubensis, a significant influence of the host matrix on pathogen morphology was found. Given the high intraspecific variation of some characteristics, also their plasticity has to be taken into account. The implications for morphological species determination and the confidence limits of morphological characteristics are discussed. For species delimitations in Pseudoperonospora it is shown that the ratio of the height of the first ramification to the sporangiophore length, ratio of the longer to the shorter ultimate branchlet, and especially the length and width of sporangia, as well as, with some reservations, their ratio, are the most suitable characteristics for species delimitation.
Citation: Runge F, Ndambi B, Thines M (2012) Which Morphological Characteristics Are Most Influenced by the Host Matrix in Downy Mildews? A Case Study in Pseudoperonospora cubensis. PLoS ONE 7(11): e44863. https://doi.org/10.1371/journal.pone.0044863
Editor: Sung-Hwan Yun, Soonchunhyang University, Republic of Korea
Received: March 23, 2012; Accepted: August 9, 2012; Published: November 15, 2012
Copyright: © 2012 Runge et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: This study was supported by a grant from the Ministry of Science, Education and the Arts of Baden-Württemberg awarded to FR and by the research funding programme “LOEWE – Landes-Offensive zur Entwicklung Wissenschaftlich ökonomischer Exzellenz” of Hesse's Ministry of Higher Education, Research, and the Arts. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
The family Peronosporaceae is the largest oomycete family and contains, in addition to smaller groups, the about 100 species of the paraphyletic, hemibiotrophic genus Phytophthora and the about 800 species of obligate biotrophic downy mildews –. Among them are several economically important diseases, like Phytophthora infestans (potato late blight), Bremia lactucae (lettuce downy mildew), Plasmopara halstedii (sunflower downy mildew), Plasmopara viticola (grape downy mildew), and Pseudoperonospora cubensis (cucurbit downy mildew). As it is often difficult to distinguish downy mildew species on the basis of morphological characters, Yerkes & Shaw  favoured a broad species concept for two large groups of downy mildews of Chenopodiaceae and Brassicaceae, respectively. This was contrasting the narrow species concept advocated by Gäumann , , stating that host ranges of downy mildews are often limited to a single host species. Although many plant pathologists have adopted the broad species concept, Gäumann's concept has mostly been used by taxonomists and has largely been confirmed by molecular studies (e.g. –). But among obligate biotrophic oomycetes not only Albugo candida of the white blister rusts (Albuginales) has been demonstrated to have a broad host range –, but also some downy mildew species, for example in Hyaloperonospora , Bremia , and Pseudoperonospora , . Pseudoperonospora cubensis, which is one of the most important pathogens of cucurbitaceous crops, is unusual among downy mildews, however, because its reported host range encompasses about 60 species of cucurbitaceous plants in several tribes. The integrity of P. cubensis was seldom questioned, although Sawada  segregated new species from this species, based on differences in sporangial dimensions associated with some host plants. Although these new species were not considered by subsequent authors –, the potential risk of misinterpreted morphological divergence or similarity is obvious.
Several studies have addressed the morphological variability of downy mildews, mainly regarding ecological conditions. Iwata  and Cohen & Eyal  showed that the morphology of sporangiophores of P. cubensis varies with different temperatures and intensity of light. Dudka et al.  reported humidity as a key environmental factor that has a major impact on sporangial dimensions of Peronospora alta. Delanoe  pointed out, that even the kind of host tissue from which sporulation takes place may affect the morphology of sporangiophores and sporangia of Plasmopara halstedii, as for instance the sporangia produced from roots were more than two times larger than the sporangia produced from leaves. Few studies are available that address the variability of the morphology of different pathogen isolates from the same species on the same host. Kulkarni et al.  found that the sporangiophores and also the sporangia of different isolates of Plasmopara halstedii varied significantly in their morphology when grown on the same host under controlled conditions. And Salati et al.  showed that the size of the sporangiophores of different Pseudoperonospora cubensis isolates taken from the same host can vary significantly. Morphology of downy mildews thus seems to be dependent on several different factors, some of which have not been characterized to date. Most of the comparative studies of closely related downy mildews underpin their molecular phylogenetic results with morphological differences of the pathogens, even if there are only very few diagnostic SNPs. Since these pathogens originate from different hosts and data from infection trials for both pathogens on the same host is mostly not available, it often cannot be assessed, whether downy mildews on closely related hosts could be potentially conspecific. However, Runge & Thines  demonstrated for the closely related species P. cubensis and P. humuli that two distinct species may look more dissimilar on different hosts compared to the differences between the two pathogens if the same host was infected. Thus morphologically cryptic, but phylogenetically distinct species might exist on the same host. Conversely, two isolates belonging to the same species could potentially be very dissimilar on two distinct hosts in terms of morphology. The impact of host matrix on sporangial dimensions and a limited number of additional characteristics has already been shown for P. cubensis , . But it is currently unclear, how the broad set of characteristics currently used for species delimitation , , ,  is influenced by the host matrix, and if increasing phylogenetic distance of the hosts would lead to stronger differences in the morphology of the pathogen, or if other factors are more important. In addition, it is important to assess which characters are most and least influenced by the host matrix to enable the identification of characters by which known species on new hosts could be reliably identified. Some hints regarding the variability of morphological characteristics on different hosts were obtained in our previous work , but the limited sampling of hosts among Cucurbitaceae and the few characters investigated were not sufficient to resolve these questions.
Based on twelve hosts and twelve morphological characteristics, the aim of this study was to evaluate, how plastic morphological characteristics used for species delimitation are, on a single host and comparing different host matrices.
Materials and Methods
Infection experiments were carried out using the Pseudoperonospora cubensis strain P.C. 26/01 that originally was isolated from Cucumis sativus in the Czech Republic. The strain is maintained as a reference strain on C. sativus in climate chambers (16°C, 14 h light, and 10 h darkness) since 2007 at the Institute of Botany at the University of Hohenheim. Inoculations for continuous cultivation of the strain and crossinoculations were done using the dab-off technique as described earlier . Uninfected leaves were moistened on the lower leaf surface with deionised water, followed by gently dabbing sporulating leaf parts onto the moist leaf surface. The dab-off technique leads to a range of the spore concentration over the leaf surface from areas without sporangia to areas with very high amounts of sporangia. The advantage is that the optimal inoculum concentrations, which will differ from species to species and even from cultivar to cultivar, need not to be determined, because these will be met through the mosaic pattern in inoculum load throughout the surface of the leaves. Fully mature leaves of Bryonia dioica, Citrullus lanatus, Cucumis anguria, C. melo, C. sativus, Cucurbita maxima, Cu. moschata, Lagenaria siceraria, and Luffa cylindrica were taken from plants in 5- to 10-leaf stage grown in greenhouses at the University of Hohenheim. Additionally leaves of a comparable stage of Cyclanthera pedata, Sicyos angulatus, and Thladiantha dubia were taken from outdoor plants at the Botanical Garden of the University of Hohenheim. After inoculation the leaves were transferred to transparent boxes (approximately 30 cm long, 20 cm wide, 5 cm high) on water-soaked paper towels to ensure that 100% relative humidity (RH) was maintained within the boxes. Crossinoculations were done in three technical replicates. Crossinoculations using B. dioica, Ci. lanatus, C. anguria, Cu. maxima, S. angulatus, and T. dubia were in addition repeated at different time points for testing reproducibility over time. As these tests were successful and did not reveal significant differences, infection trials for the other cucurbitaceous hosts were done only once, in three replicates carried out at the same time. Two days after sporulation was first observed, sporangiophores were picked from the leaf surface with precision tweezers, transferred to a drop of water on a microscopic slide and covered with a coverslip. The morphology of sporangia and sporangiophores were investigated using a Biomed (Leitz, Wetzlar, Germany) light microscope. Pictures of sporangia and sporangiophores were taken using a Canon PowerShot A640 camera (Canon, Tōkyō, Japan). Before each picture series, a picture of a stage micrometer was photographed to calibrate the measurements which were conducted with the AxioVision LE software (Carl Zeiss Imaging Solutions, München, Germany). The characters examined (Figure 1) were the length of the sporangiophores (n = 25), the height of the first ramification (n = 25), the width of the trunk (n = 25) halfway from the base to the first ramification, the number of branching orders (n = 25), the length of the ultimate branchlets (n = 50 each for the longer and the shorter ultimate branchlet), and the length and the width of the sporangia (n = 100, each). For Ci. lanatus, Cu. maxima, and Lu. cylindrica available measurements were included from Runge & Thines , and for B. dioica, C. sativus, and S. angulatus available measurements were included from Runge & Thines . For some characters of P. cubensis on B. dioica, C. sativus, and S. angulatus measurements of both studies were available. These were combined as no statistically significant differences were apparent between these. This leads to a duplication of the number of measurements taken for the length of the sporangiophores, the height of the first ramification, and the sporangial dimensions in these hosts. In addition the ratio of sporangiophore length to height of the first ramification, the ratio of the longer to the shorter ultimate branchlet, and the ratio of the length to the width of sporangia were calculated. The data were analysed using the STATISTICA '99 software (StatSoft, Tulsa, OK, USA) applying the Mann-Whitney-U-Test  to determine the significance of the differences between the species investigated. The STATISTICA 6.1 software (StatSoft, Tulsa, OK, USA) was used for calculating the Spearman's rank correlation  at a significance level of p<0.004 (p<0.05 Bonferroni corrected) to determine a potential correlation of the different characters. Values of the Spearman's rank correlation range from 1 to −1 giving the strength of positive or negative correlations. To evaluate the statistically significant differences regarding the usability in species delimitation the plasticity of each character on each host and among all hosts were determined using the range of the standard deviation ((mean+SD)-(mean−SD)) in relation to the total character variation (maximum-minimum). A classification of the plasticity values was done considering a standard deviation interval of about one third of the total variation interval as moderate variation. Thus a low plasticity is presented by a lower value and a high plasticity by a higher value (host related plasticities: 0.28–0.40 (low), 0.41–0.49 (moderate), 0.50–0.70 (high); overall plasticities: 0.20–0.27 (low), 0.28–0.32 (moderate), 0.33–0.38 (high)). This was done for host related plasticity values altogether and separately for the overall plasticity values. Furthermore, a simple method to estimate the maximum of potentially released infective units per sporangiophore was used in conjunction with the sporulation density to obtain an estimate of the suitability of the hosts for pathogen proliferation. Assuming a perfectly ellipsoid shape, the mean volume of the sporangia was calculated (V = 4/3πab2), then divided by the mean volume of one zoospore (V = 5,814 µm3) obtained from a previous study with P. cubensis and its closest relative P. humuli , and finally the mean number of zoospores released by one sporangium was multiplied with the potential maximum of ultimate branchlets according to the number of branch orders on the respective host. To estimate the potential infection pressure giving rise to the next asexual cycle, the sporulation density and the infected leaf area was determined. Therefore symptomatic leaves were photographed together with a scale on a desk lighted from below, in order to increase the visibility of infected leaf areas. Areas with sporulation were confirmed and investigated using an Olympus SK60 stereo microscope (Olympus, Hamburg, Germany) with a KL1500 illumination unit (Schott, Mainz, Germany) and afterwards marked on the pictures. From three different leaves of each host, all sporangiophores of one sporulating area with a diameter of 2 mm (3.14 mm2) were picked with precision tweezers and counted using a light microscope. Additionally the leaf area and the infected leaf area of the three leaves each were measured using the AxioVision LE software. Afterwards, the potential number of sporangia and zoospores related to the leaf area infected and the total leaf area were calculated.
Measurements were taken for the length of the sporangiophore (a), height of the first ramification (b), width of the trunk (c), length of the longer (d) and shorter (e) ultimate branchlets, as well as the length (f) and the width (g) of sporangia.
Four to nine days after inoculation sporulation could be observed (Cucumis melo, Cyclanthera pedata, Sicyos angulatus, Thladiantha dubia: 4d; Cucumis sativus, Cucurbita maxima, Lagenaria siceraria: 5d; Cucumis anguria, Luffa cylindrica: 6d; Bryonia dioica: 7d; Citrullus lanatus: 8d; Cucurbita moschata: 9d). To the best of our knowledge this is the first report of successful inoculation of Cy. pedata and T. dubia with Pseudoperonospora cubensis. The sporulation density on Cu. moschata was very low, therefore, only limited measurements could be done (sporangiophores - length, height of first ramification: n = 18; trunk: n = 19; orders of branching: n = 20; ultimate branchlets: n = 37, each for the longer and the shorter ultimate branchlet; sporangia: n = 25).
The morphological characterisation of P. cubensis from the different hosts is given in Table 1, the plasticity values of each character of P. cubensis from the different hosts and of the hosts altogether and the classification of the plasticity values are given in Table 2. Since twelve hosts of P. cubensis were successfully infected 66 pairwise host-host comparisons were available for statistical analysis.
The sporangiophores varied in their absolute lengths from 153 µm on Ci. lanatus to 649 µm on T. dubia, in their mean lengths from 266 µm on Cu. moschata to 452 µm on C. melo, and in their plasticity from 0.43 on T. dubia to 0.63 on C. anguria (mean 0.52). The height of the first ramification varied in its extremes from 69.4 µm on Cu. moschata to 542 µm on T. dubia, the mean of the height of the first ramification from 181 µm on Cu. moschata to 327 µm on C. melo, and its plasticity from 0.39 on T. dubia to 0.62 on Ci. lanatus (mean 0.49). The lowest ratio of the length of the sporangiophores to the height of the first ramification was observed in T. dubia (mean 1.25), the highest in C. anguria (mean 1.56, mean of plasticity values 0.43). Moreover the length of the sporangiophores and the height of the first ramification were positively correlated on all hosts with a correlation index of 0.888 (all correlation values significant at a significance level of at least p<0.004). The length of the sporangiophores varied significantly (p<0.05) in 42 of the 66 host-host comparisons (p<0.01: 32; p<0.001: 18; Figure 2A) with the highest overall plasticity value of 0.38. In contrast, the ratio of the length to the height of the first ramification varied significantly only in 29 (24, 16) comparisons and had the lowest overall plasticity with 0.20. After eliminating the two most diverging hosts from each of the comparisons, the length of the sporangiophores showed 22 (15, 5) significant differences (C. melo and Lu. cylindrica were eliminated; Figure 2B), and the ratio of the length to the height of the first ramification showed only 10 (5, 1) significant differences (T. dubia and C. anguria were eliminated). Although Ci. lanatus, Cu. maxima, and T. dubia showed positive correlations between the length of the sporangiophores and the width of the trunk, no correlation was observed between these characters considering all hosts. The width of the trunk varied from 2.1 µm on T. dubia to 9.5 µm on C. anguria, the mean values varied from 3.8 µm to 6.8 µm on the same hosts, and the plasticity varied from 0.45 on C. melo to 0.61 on Cy. pedata (mean 0.52). The trunk showed 33 (30, 24) significant differences among the 66 host-host comparisons with an overall plasticity of 0.32, and after elimination of the two extremes, T. dubia and C. anguria, only 13 (11, 6) significant differences were found. In the morphology of the sporangiophores including the number of branching orders B. dioica had no statistically significant difference to La. siceraria, but one difference to Ci. lanatus and C. sativus, respectively. Ci. lanatus was not different from La. siceraria and Cu. maxima, whereas Cu. maxima had no differences compared to Cu. moschata. Both were in differing in one character from Cy. pedata. Also Lu. cylindrica and S. angulatus had only one statistically significant difference. The number of branching orders ranged from two to seven with the mean values ranging from 4.45 on Cu. moschata to 5.92 on C. anguria, and plasticity values from 0.39 on T. dubia to 0.70 La. siceraria (mean: 0.52). The number of branching orders showed 41 (35, 26) significant differences and a high overall plasticity of 0.36. After elimination of C. anguria and Lu. cylindrica there were still 23 (19, 12) significant differences among the remaining 45 host-host comparisons left. Considering all hosts there was a positive correlation between the length of the sporangiophores and the number of branch orders with a correlation index of 0.722.
Excluded in B were the hosts as follows for the characteristics from left to right: 1. Cucumis melo, Luffa cylindrica; 2. C. melo, Cucurbita moschata; 3. and 4. Thladiantha dubia, Cucumis anguria; 5. C. anguria, Lu. cylindrica; 6. and 7. T. dubia, Cyclanthera pedata; 8. T. dubia, C. anguria; 9. Lagenaria siceraria, Cu. moschata; 10. Cy. pedata, Sicyos angulatus; 11. La. siceraria, Cy. pedata; 12. Lu. cylindrica, La. siceraria.
The overall length of all ultimate branchlets ranged from 2.1 µm on Lu. cylindrica and T. dubia to 21.4 µm on C. melo. The mean values of the ultimate branchlets ranged from 7.0 µm (mean of longer ultimate branchlets 7.8 µm; mean of shorter ultimate branchlets 6.3 µm; mean of plasticity values: 0.47 each) on T. dubia to 9.9 µm (10.9 µm, 8.9 µm) on C. melo, and the plasticity ranged from 0.33 on C. anguria to 0.49 on Ci. lanatus and Cu. moschata (mean 0.42). The lowest ratio of the longer to the shorter ultimate branchlet had P. cubensis on Cu. moschata (mean 1.17), whereas on La. siceraria it had the highest ratio (mean 1.46). Pseudoperonospora cubensis on Lu. cylindrica had the lowest plasticity (0.34) and the highest (0.54) was observed on C. anguria (mean 0.43).
Considering the longer ultimate branchlets separately 29 (18, 8) host-host comparisons were significantly different, with T. dubia and Cy. pedata being the most diverging hosts. The shorter ultimate branchlets showed 27 (16, 9) statistically significant differences. Also the ratio of the longer to the shorter ultimate branchlets showed 27 (20, 12) differences, but after La. siceraria and Cu. moschata were eliminated, only 7 (2, 1) differences were left. The ultimate branchlets had a high overall plasticity of 0.32 (longer 0.34; shorter 0.32). However, the ratio of the longer to the shorter ultimate branchlets had a low overall plasticity of 0.27.
On all hosts a positive correlation of the length of the longer to the length of the shorter ultimate branchlet and a negative correlation of the length of the shorter ultimate branchlet to the ratio of the dichotomous ultimate branchlets were observed. No correlation of the length of the longer to the ratio of the dichotomous branchlets could be found, indicating that the shorter ultimate branchlet is the determining factor for the ratio of the length of the longer to the shorter ultimate branchlet. Among all hosts a very strong correlation (0.916) between the lengths of the dichotomous ultimate branchlets was found.
In the characteristics of the ultimate branchlets, P. cubensis on Lu. cylindrica had no statistically significant differences compared to Ci. lanatus, C. sativus, Cu. maxima, and S. angulatus. Furthermore Cu. maxima was not different from Cu. moschata, and Ci. lanatus was not different from C. anguria and C. melo. These two were neither different from each other nor from B. dioica, which had only one significant difference when compared to Ci. lanatus. Cucurbita moschata had only one significantly different combination to each of the above mentioned hosts. Furthermore La. siceraria had only one significant difference when compared to Cu. maxima, Lu. cylindrica, and S. angulatus.
The sporangia ranged in length from 9.3 µm on Cy. pedata to 38.8 µm on La. siceraria and in width from 8.6 µm to 27.5 µm on the same hosts, while the mean values ranged from 19.6 µm on Cy. pedata to 23.8 µm on B. dioica in length and from 14.1 µm on Cy. pedata to 17.7 µm on La. siceraria in width. The lowest ratio of length to width of sporangia was observed for Lu. cylindrica (mean 1.32) and the highest ratio had B. dioica (mean 1.52). The plasticity of the sporangial length ranged from 0.28 on C. melo to 0.42 on Cu. moschata (mean 0.35) and the plasticity of the sporangial width ranged from 0.29 on Cy. pedata to 0.47 on Cu. moschata (mean 0.36), while the plasticity of the ratio of length to width ranged from 0.36 on B. dioica, C. sativus, and S. angulatus to 0.53 on Cu. moschata (mean 0.40).
Concerning the length of the sporangia, 45 (39, 33) of the 66 host-host comparisons were statistically significant different. For the width of sporangia, 50 (45, 38) of the combinations were different. For the ratio of sporangial length to width, there were 47 (39, 33) differences found. However, only the overall plasticity of the ratio of sporangial length to width was high with 0.32. The overall plasticity of the sporangial length and the sporangial width was very low, with 0.22 and 0.23, respectively.
On all hosts there was a positive correlation of the length to the width of the sporangia, and also of the length to the ratio of length to width. Furthermore, on almost all hosts, except for C. melo, Cu. moschata, and Cy. pedata, the width of sporangia was correlated negative to the ratio of length to width. Considering all hosts there was a positive correlation (0.664) of the length to the width of the sporangia. T. dubia had no significant differences to C. sativus and Ci. lanatus. In addition C. melo was not significantly different from Cu. moschata. But all other comparisons had at least one statistically significant difference.
Regarding the sporangial volume, P. cubensis on Cy. pedata had the smallest sporangia with a mean volume of 2.045 µm3 (Table 3), and La. siceraria had the biggest sporangia with a mean volume of 3.854 µm3 (C. sativus: mean 3,165 µm3).Thus, considering the calculated mean of branch orders of the respective host the potential maximum number of released zoospores of one sporangiophore ranges from 98 on Cu. moschata to 350 on C. anguria (C. sativus: 224). The number of sporangiophores covering an infected leaf area of 1 mm2 ranges in the mean from 5.5 on Lu. cylindrica to 57.3 on S. angulatus (C. sativus: 21.4; for Cu. moschata was excluded because of too sparse sporulation). Considering the infected leaf area in relation to the whole leaf surface, the number of sporangiophores per 1 cm2 ranges from 3.0 on Ci. lanatus, where only 0.3% of the surface shows sporulation, to 529.4 on C. melo, where 22.7% of the surface shows sporulation (C. sativus 263.3, 12.3%). This leads to a potential mean number of 0.7 sporangia and 3.3 zoospores per mm2 leaf area on Ci. lanatus and to a potential number of 164.8 sporangia and 686.6 zoospores on C. melo (C. sativus 108.2, 590.1). Considering that all sporangiophores were picked from the leaf surface in Cucurbita moschata, this host had only 0.2 sporangiophores per 1 cm2 of leaf area and therefore only a potential maximum number of zoospores of 0.2 per mm2. A comparison of the potential zoospore discharge is given in Figure 3.
Sporulation was first observed on all hosts 4–9 days following inoculation with Pseudoperonospora cubensis. An incubation period of 4–12 days has been previously reported, depending on environmental conditions, inoculum load , and resistance or susceptibility of the host plant . The variability in the occurrence of first sporulation is in line with previous results from investigations into the genetic variation in resistance to P. cubensis among cucurbits , . The susceptibility of the different cucurbitaceous hosts can be evaluated on the basis of the onset of the sporulation, and also the density of the sporulation. Sporulation on Cucumis sativus had the highest density, on Sicyos angulatus there were also leaf areas with extremely dense sporulation, but sporulation intensity on Luffa cylindrica or Cyclanthera pedata was rather low, although in the latter host sporulation occurred already after 4 days. Cucurbita moschata was almost resistant to P. cubensis, with late onset of sporulation and few emerging sporangiophores. Pathotype specificity was described previously for Cu. moschata, but the genetics of host resistance to P. cubensis is currently unknown . Nevertheless, if infection experiments with other strains yield similar results, Cu. moschata might be a good resource for resistance genes against P. cubensis.
The Cucurbitaceae family includes more than 118 genera with 825 species . Of these 20 genera and ca. 60 species are known to be hosts of P. cubensis , . We have found two new potential hosts, Cy. pedata and Thladiantha dubia, which were susceptible under laboratory conditions. Considering the infection potential of P. cubensis and the ongoing discovery of new pathotypes, it seems likely that more cucurbit species will be reported as hosts in the future.
Previous reports of a variety of Pseudoperonospora species specific to different cucurbitaceous hosts  could not be confirmed in molecular phylogenetic investigations , . However, two genetically distinct, but morphologically cryptic lineages were found by Runge et al. . Before the onset of molecular phylogenetic investigations, downy mildew species were mainly described on the basis of the host matrix and minor morphological differences on similar hosts, also in Pseudoperonospora (e.g. ). Although it has been shown that the host matrix has a significant impact on the morphology of some characteristics of Pseudoperonospora , the extent of this phenomenon could not be fully described previously. Here, we demonstrate that the length of the sporangiophores is a highly variable character depending on the host matrix. It ranges from 153 µm on Ci. lanatus to 649 µm on T. dubia and has a very high overall plasticity of 0.38. In addition the maximum character deviation of 30% from the overall mean of 349 µm raise doubts if this character is suitable for species delimitation. Although the measured sporangiophores of previous studies , , – were comparatively smaller, they also showed a high variability. Measurements of P. cubensis on La. siceraria done by Choi & Shin  fit perfectly to our results on La. siceraria and measurements on Cu. moschata made by Choi et al.  were also similar to our results on Cu. moschata. Minor differences to other studies may be due to the dependence of sporangiophore morphology on temperature as shown by Iwata , or on other environmental conditions, especially if specimens were collected in the wild. At comparable temperatures, sporangiophores of P. cubensis from C. sativus measured by Iwata  were smaller than in the present study but sporangiophores taken from Cu. moschata were larger than reported here, at comparable temperatures. Although Iwata explained the observed differences with the existence of different biological species of P. cubensis with different pathogenicity, these differences are possibly reflecting the intraspecific variability of P. cubensis . We thus used both fixed environmental conditions and the same isolate of P. cubensis for all the inoculations. Therefore, the observed differences must be induced by the host matrix , i.e. differences in the susceptibility and nutrient supply by the hosts . Modification by differences in plant nutrition  should be weak, as all plants in the greenhouse were grown in the same soil, as were the plants cut from outdoors. The sporangiophores were very plastic in both their lengths and the height of the first ramification. This led to a lower amount of significant differences. But with a high total plasticity, these characteristics differed significantly in many host-host comparisons and the mean values on the different hosts deviated by 30% in maximum compared to the overall means (349 µm, 255 µm, respectively). Therefore, sporangiophore length and height of the first ramification are not suitable characters for species delimitation. While the height of the first ramification is a character of high variability and high plasticity (0.32), similar to the sporangiophore length, the ratio of these characters is more stable, also shown by the lowest overall plasticity (0.20) and the relatively low amount of statistically significant differences, especially if the most divergent hosts are ignored. Notably the ratio on C. sativus matches the value on C. sativus in Iwata's  analysis, despite the differences in measurements of the respective characteristics of the sporangiophores. Considering the very low overall plasticity (0.20) and a maximum deviation of only 13% from the overall mean (1.39) renders the ratio of sporangiophore length and the height of the first ramification a character potentially useful for species delimitation.
Regarding the width of the trunk, half of all host comparisons were significantly different. In general, the trunk shows rather few statistically supported differences, primarily caused by high to very high plasticity values. The trunk was reported to be slightly thicker in previous studies , –, but in general the values were comparable. Trunk thickness is a character that is often measured in species descriptions and sometimes is useful for species delimitation , but the high overall plasticity in this study and in measurements of P. humuli , , the closest relative to P. cubensis, and the maximum deviation of 37% from the overall mean (4.97) indicate that for Pseudoperonospora this character is not suitable for differentiating between closely related species.
The order of branching is limited in its variability, as it ranges in most cases from three or four to six or seven. However, the frequency distribution of branch orders makes this character highly variable on different hosts with a very high total plasticity of 0.36. Statistically significant differences were observed for order of branching for 41 of 66 host-host comparisons, despite a high plasticity on almost all hosts. Comparison with data from other authors , ,  reveals highly similar figures for the respective hosts, thus suggesting the dependence of the branching orders on the host plant. Thus, although the host related means deviate by a moderate 18% compared to the overall mean (5.02), this character does not seem to be suitable for species delimitation in closely related downy mildews, as the variability of this character is in an overall narrow window. The positive correlation between the length of the sporangiophores and the order of branching indicates a genetic pattern and it seems likely that proper nourishment, caused by adaptation to the host plant, results in longer and more frequently branched sporangiophores carrying more sporangia. Consequently, branching order is also correlated to the amount of possible infections for the next generation.
The ultimate branchlets are a character of moderate variability. Although extremes of 2.1 µm and 21.4 µm were measured, the lengths of the longer and the shorter ultimate branchlets had the fewest statistically significant differences. But the differing plasticity values among the hosts, the high total plasticity and the moderate maximum deviation (19%, each) of the host related means from the overall means (overall 8.6 µm, longer 9.6 µm, shorter 7.6 µm) make it difficult to use these characteristics with confidence in species delimitation. The most stable character is the ratio of the longer to the shorter ultimate branchlet, represented by the fewest statistically significant differences and a low overall plasticity of 0.27 with means deviating by 14% from the overall mean (1.29). This is also expressed by the very strong correlation of the lengths of the longer to the lengths of the shorter ultimate branchlets. In species descriptions, measurements of the ultimate branchlets are often lacking and their ratio has only been considered in a few very recent studies , . In case of species that are not sister taxa but closely related, like for Plasmopara angustiterminalis and Plasmopara sp. from Ambrosia artemisiifolia and also the case of Peronospora swinglei and P. belbahrii, the lengths of the ultimate branchlets as well as their ratio support the molecular phylogenetic segregation of the species , . But for very closely related species, as has been shown by Runge & Thines  for P. humuli on S. angulatus, even moderate deviation of these characters could lead to a breakdown of the significance values. Unfortunately there is no information about ultimate branchlets in the description of any Pseudoperonospora species (summarised in ) for further comparison of this feature. However, we conclude that at least for species that have already moderately diverged, the lengths of the longer and shorter ultimate branchlets and especially their ratio should be considered and might be useful for species delimitation.
Size and shape of the sporangia of P. cubensis are highly affected by the host matrix. The length of the sporangia ranges from 9.3 µm on Cy. pedata to 38.8 µm on La. siceraria (mean 22.2 µm) and the width from 8.6 µm to 27.5 µm (mean 15.7 µm) on the same respective hosts. The ratio of length to width ranges from 1.00 to 1.95 (mean 1.42). The observed variability is in line with previous observations, as Sawada  segregated some species from P. cubensis on the basis of host matrix and sporangial dimensions. Due to the known high interspecific variability Waterhouse & Brothers  and Gäumann ,  also focused their work on sporangial dimensions. Whether genetic background (also due to phylogenetic divergence), host matrix, or environmental conditions could also be responsible for the high variability had never been studied systematically. However, there is an increasing body of evidence from recent studies combining molecular phylogenetics with morphological investigations, e.g. from Bremia , Peronospora , , , , and Hyaloperonospora ,  that sporangial dimensions might be a useful character for species delimitation. In our investigation, there was a positive correlation between the length and the width of sporangia, so the tendency for longer sporangia to also be broader is given. Statistically significant differences were observed for length of sporangia in 45, for width of sporangia in 50, and for the ratio of length to width in 47 of 66 host-host comparisons. In all three characters, at least 33 comparisons had the highest significance level (p<0.001), despite the fact that a single isolate was used and all environmental conditions were controlled. The sporangia were statistically not significantly different only from T. dubia and C. sativus, T. dubia and Ci. lanatus, as well as C. melo and Cu. moschata. The high amount of significant differences is caused by the low plasticity values on the various hosts. Overall, the very low total plasticitiy values of the sporangial length (0.22) and the sporangial width (0.23) make these characteristics very stable and therefore suitable for species delimitations. In contrast, the ratio of these characteristics has a much higher plasticity of 0.32, but under controlled conditions, our study shows that in P. cubensis the ratio of the length and the width of the sporangia can vary by about 8%. Given the broad range of sporangial shapes, this character might nonetheless be suitable for species delimitation, decided on a case for case basis, if the intraspecific variation is taken into consideration. For the included characteristics, there was not a single combination without statistically significant differences, highlighting the strong influence of the host matrix on the morphology of downy mildews . Taking into account that the variability under natural environmental conditions will be even high due to the dependence of the morphology on temperature, humidity, and light , , , care has to be taken when species are delimited solely on the basis of morphology. Considering the possible variability of the pathogen taken from different parts of the same plant  and the influence of the host matrix , , the importance of molecular phylogenetic investigations in addition to morphological investigations becomes obvious. In the absence of molecular data, species delimitation is uncertain, especially if hosts are closely related and morphological differences are subtle. Morphologically indistinguishable pathogens might, however, be different species , , but the same pathogen may also look significantly different depending on the influence of diverse factors given above, especially when considering the potentially strong influence of the host matrix on morphological characteristics.
However, this study reveals that the ratio of the height of the first ramification and sporangiophore length, ratio of the longer to the shorter ultimate branchlets, and especially the length and width of sporangia, as well as, with some reservations, their ratio, are the most suitable characteristics for species delimitations in Pseudoperonospora. Additional investigations of intraspecific variation and the influence of host matrix on other downy mildew genera could be useful to investigate if the findings in this study can be generalised for downy mildews.
In a previous study , it appeared that the morphological differences of P. cubensis might correlate with the phylogenetic position of their hosts in the Cucurbitaceae. In the light of the enlarged dataset in this study and considering the current phylogeny of the Cucurbitaceae , , we found that pathogen morphology on phylogenetically closely related species tended to be similar. For instance Cu. maxima and Cu. moschata of the Cucurbiteae, Ci. lanatus and La. siceraria of the Benincaseae, and Lu. cylindrica and S. angulatus of the Sicyoeae were similar to each other, even in highly variable characters, like the length of the sporangiophores and the number of branch orders, but more dissimilar to other tribes. In addition, on some of the host species (e.g. Cy. pedata and Ci. lanatus) some characters were similar to the neighbouring tribe, thus occupying an intermediate position between the neighbouring tribe and the tribe of the host species. But, this correlation is not apparent considering the more basal tribes as on T. dubia (Thladiantheae) or B. dioica (Bryoniae) the pathogen is again more similar to the tribe of origin than to the intermediate tribes, providing evidence that after a certain phylogenetic distance, the correlation between pathogen morphology and phylogenetic position of the host species breaks down. No correlation between sporangial dimension and phylogenetic distance was found.
In summary, the sporangial size and the sporangial shape are of potential value for species delimitation. Sporangiophore length to height of the first ramification and the ratio of the length of the longer to the length of the shorter ultimate branchlet was only weakly affected by host matrix and was invariable and could be of use as well.
The sporangial dimensions and the order of branching were found to be highly dependent on the host matrix. However, these characters impact the infection potential of the next generation, as more often branching sporangiophores bear more sporangia. In addition, it could be assumed that larger sporangia bear more zoospores and can thus produce more potential offspring. Pseudoperonospora. cubensis on Cu. moschata had only 98 zoospores per sporangiophore, which, in addition to the sparse sporulation (only 0.2 sporangiophores per cm2 leaf area), reflects the low susceptibility of the host. Pseudoperonospora cubensis on C. sativus occupied an intermediate position in almost all characters, but regarding sporangial dimensions and branch orders is in the upper third of the observed values. This leads to a possible number of released zoospores per sporangiophore of 224, which is below the maximum of 350 calculated for C. anguria, but with 263.3 sporangiophores per cm2 leaf area markedly beyond the pathogen performance on the other hosts. The calculated result of 108.2 sporangia per mm2 leaf area is in line with the results of Cohen & Eyal , who found a maximum of 102.9 sporangia per mm2 (sporulation in darkness, leaf temperature 19.4°C) on C. sativus in their investigations. Considering this, P. cubensis has a possible mean offspring of 590.1 zoospores per mm2 leaf area on C. sativus, whereas on C. anguria with 49.7 sporangiophores per cm2 leaf area it has a mean possible offspring of only 173.8 zoospores per mm2 leaf area. Although the highest sporulation density was on S. angulatus with 57.3 sporangiophores per mm2 sporulating leaf area (C. sativus 21.4, C. anguria 8.8), the maximum number of zoospores per mm2 leaf area is 216.8, due to the relatively low proportion of infected leaf area. In contrast, on Ci. lanatus P. cubensis has a mean potential offspring of 3.3 zoospores per mm2 and on Lu. cylindrica a potential offspring of 16.6 zoospores per mm2. The only host on which P. cubensis has a higher offspring than on C. sativus is C. melo with 686.6 zoospores per mm2, resulting from sporulation similar in density, but higher in the amount of sporulating leaf area. These findings provide further evidence for the adaptation of the P. cubensis strain used in this study to its original host C. sativus and the closely related members of Cucumis. The estimation of the total amount of infective units per leaf area (Table 3, Figure 3) highlights that there is a huge difference in spore production on the different hosts. It is conceivable that under natural conditions, the infection potential on some hosts is so low that infections would very seldom be found in nature, which might explain the lack of reports of natural infections of B. dioica , as well as Cy. pedata and T. dubia.
Oospores could not be investigated in this study, because oospores in P. cubensis are usually rare. The only reported occurrence of oospores from P. cubensis in Central Europe is in leaves of greenhouse cucumbers in Austria . Despite a field observation of oospores in leaves of cucumber in southern Germany (Runge, unpublished data), the occurrence of oospores seem to be very rare, and the strain used does not readily produce oospores under laboratory conditions and is thus possibly heterothallic. In contrast Cohen et al.  have recently reported the massive formation of oospores using two distinct races of P. cubensis from Israel. However, when present, oospores could be a useful character in description of species, which have so far not been used frequently for the delimitation of downy mildew species. However, in the genus Albugo oospores have been found to be the most important characteristic for species delimitation , , , ,  and it could thus be promising to evaluate oospore characteristics for species delimitation in future studies on Peronosporaceae with wider host spectra. Candidates for this research are Pseudoperonospora humuli, which is also able to infect a variety of hosts under laboratory conditions , as well as P. celtidis  and P. urticae, as oospore production is abundant in these related pathogens. Taking into consideration the findings of Cohen et al.  that, provided the right compatible strains or mating types of P. cubensis are used, oospores could be formed abundantly, it could be taken into consideration to do further investigations on the relationship of the sister-species P. humuli and P. cubensis and the other phylogenetic lineages of the P. cubensis species cluster , based on oospore morphology.
Otmar Spring is gratefully acknowledged for providing laboratory and climate chamber space for conducting the experiments, and Aleš Lebeda for providing the laboratory strain of Pseudoperonospora cubensis.
Conceived and designed the experiments: FR MT. Performed the experiments: FR BN. Analyzed the data: FR. Contributed reagents/materials/analysis tools: FR MT. Wrote the paper: FR MT.
- 1. Göker M, Voglmayr H, Riethmüller A, Oberwinkler F (2007) How do obligate parasites evolve? A multi-gene phylogenetic analysis of downy mildews. Fungal Genet Biol 44: 105–122.
- 2. Voglmayr H (2008) Progress and challenges in systematics of downy mildews and white blister rusts: New insights from genes and morphology. Eur J Plant Pathol 122: 3–18.
- 3. Thines M, Voglmayr H, Göker M (2009) Taxonomy and phylogeny of the downy mildews (Peronosporaceae). In: Lamour K, Kamoun S, editors. Oomycete Genetics and Genomics: Diversity, Interactions, and Research Tools. Weinheim: Wiley-VCH. pp. 47–75.
- 4. Runge F, Telle S, Ploch S, Savory E, Day B, et al. (2011) The inclusion of downy mildews in a multi-locus-dataset and its reanalysis reveals high degree of paraphyly in Phytophthora. IMA Fungus 2: 163–171.
- 5. Yerkes WD, Shaw CG (1959) Taxonomy of Peronospora species on Cruciferae and Chenopodiaceae. Phytopathology 49: 499–507.
- 6. Gäumann E (1918) Über die Formen der Peronospora parasitica (Pers.) Fries. Beih Biol Zentralblatt 35: 395–533.
- 7. Gäumann E (1923) Beiträge zu einer Monographie der Gattung Peronospora Corda. Beitr Kryptog Flora Schweiz 5: 1–360.
- 8. Choi YJ, Shin HD, Thines M (2009) Two novel Peronospora species are associated with recent reports of downy mildew on sages. Mycol Res 113: 1340–1350.
- 9. Choi YJ, Thines M, Runge F, Hong SB, Telle S, et al. (2011) Evidence for high degrees of specialisation, evolutionary diversity, and morphological distinctiveness in the genus Bremia. Fungal Biol 115: 102–111.
- 10. García-Blázquez G, Göker M, Voglmayr H, Martín MP, Tellería MT, et al. (2008) Phylogeny of Peronospora, parasitic on Fabaceae, based on ITS sequences. Mycol Res 112: 502–512.
- 11. Thines M (2011) Recent outbreaks of downy mildew on grape ivy (Parthenocissus tricuspidata, Vitaceae) in Germany are caused by a new species of Plasmopara. Mycol Prog 10: 415–422.
- 12. Thines M, Telle S, Ploch S, Runge F (2009) Identity of the downy mildew pathogens of basil, coleus, and sage with implications for quarantine measures. Mycol Res 113: 532–540.
- 13. Thines M, Runge F, Telle S, Voglmayr H (2010) Phylogenetic investigations in the downy mildew genus Bremia reveal several distinct lineages and a species with a presumably exceptional wide host range. Eur J Plant Pathol 128: 81–89.
- 14. Göker M, Voglmayr H, García-Blázquez G, Oberwinkler F (2009) Species delimitation in downy mildews: the case of Hyaloperonospora in the light of nuclear ribosomal ITS and LSU sequences. Mycol Res 113: 308–325.
- 15. Choi YJ, Shin HD, Hong SB, Thines M (2007) Morphological and molecular discrimination among Albugo candida materials infecting Capsella bursa-pastoris world-wide. Fungal Divers 27: 11–34.
- 16. Choi YJ, Shin HD, Ploch S, Thines M (2008) Evidence for uncharted biodiversity in the Albugo candida complex, with the description of a new species. Mycol Res 112: 1327–1334.
- 17. Choi YJ, Shin HD, Thines M (2009) The host range of Albugo candida extends from Brassicaceae over Cleomaceae to Capparaceae. Mycol Prog 8: 329–335.
- 18. Thines M, Choi YJ, Kemen E, Ploch S, Holub EB, et al. (2009) A new species of Albugo parasitic to Arabidopsis thaliana reveals new evolutionary patterns in white blister rusts (Albuginaceae). Persoonia 22: 123–128.
- 19. Ploch S, Choi YJ, Rost C, Shin HD, Schilling E, et al. (2010) Evolution of diversity in Albugo is driven by high host specificity and multiple speciation events on closely related Brassicaceae. Mol Phylogenet Evol 57: 812–820.
- 20. Choi YJ, Hong SB, Shin HD (2005) A re-consideration of Pseudoperonospora cubensis and P. humuli based on molecular and morphological data. Mycol Res 109: 841–848.
- 21. Runge F, Choi YJ, Thines M (2011) Phylogenetic investigations in the genus Pseudoperonospora reveal overlooked species and cryptic diversity in the P. cubensis species cluster. Eur J Plant Pathol 129: 135–146.
- 22. Sawada K (1931) Descriptive catalogue of the Formosan Fungi. Report of the Government Research Institute, Department of Agriculture, Formosa 51: 76–78.
- 23. Iwata Y (1942) Specialization in Pseudoperonospora cubensis (Berk. et Curt.) Rostov. II. Comparative studies of the morphologies of the fungi from Cucumis sativus L. and Cucurbita moschata Duchesne. Ann Phytopathol Soc Japan 11: 172–185.
- 24. Iwata Y (1953) Specialization in Pseudoperonospora cubensis (Berk. et Curt.) Rostov. IV. Studies on the fungus from Oriental pickling melon (Cucumis melo var. conomon Makino). Bull Fac Agr, Mie Univ 1: 30–35.
- 25. Palti J, Cohen Y (1980) Downy mildew of cucurbits (Pseudoperonospora cubensis): the fungus and its hosts, distribution, epidemiology and control. Phytoparasitica 8: 109–147.
- 26. Waterhouse GM, Brothers MP (1981) The Taxonomy of Pseudoperonospora. Mycol Papers 148: 1–28.
- 27. Cohen Y, Eyal H (1977) Growth and differentiation of sporangia and sporangiophores of Pseudoperonospora cubensis on cucumber cotyledons under various combinations of light and temperature. Physiol Plant Pathol 10: 93–103.
- 28. Dudka IO, Anishchenko IM, Terent'eva NG (2007) The variability of Peronospora alta Fuckel conidia in dependence on the ecological conditions. In: Lebeda A, Spencer-Phillips PTN, editors. Advances in Downy Mildew Research (vol. 3). Kostelec na Hané: Palacký University in Olomouc and JOLA. pp. 39–46.
- 29. Delanoe D (1972) Biologie et Epidemiologie du mildiou du tournesol. CETIOM Inf Techn 26: 1–61.
- 30. Kulkarni S, Hegde YR, Kota RV (2009) Pathogenic and morphological variability of Plasmopara halstedii, the causal agent of downy mildew in sunflower. Helia 32: 85–90.
- 31. Salati M, Yun WM, Meon S, Masdek HN (2010) Host range evaluation and morphological characterization of Pseudoperonospora cubensis, the causal agent of cucurbit downy mildew in Malaysia. Afr J Biotechnol 9: 4897–4903.
- 32. Runge F, Thines M (2012) Re-Evaluation of host specificity of the closely related species Pseudoperonospora humuli and P. cubensis. Plant Dis 96: 55–61.
- 33. Runge F, Thines M (2011) Host matrix has major impact on the morphology of Pseudoperonospora cubensis. Eur J Plant Pathol 129: 147–156.
- 34. Choi YJ, Kiss L, Vajna L, Shin HD (2009) Characterization of a Plasmopara species on Ambrosia artemisiifolia, and notes on P. halstedii, based on morphology and multiple gene phylogenies. Mycol Res 113: 1127–1136.
- 35. Runge F, Thines M (2009) A potential perennial host for Pseudoperonospora cubensis in temperate regions. Eur J Plant Pathol 123: 483–486.
- 36. Mann H, Whitney D (1947) On a test of whether one of two random variables is stochastically larger than the other. Ann math Statistics 18: 50–60.
- 37. Spearman C (1904) The proof and measurement of association between two things. Am J Psychol 15: 72–101.
- 38. Runge F (2009) Morphologische und molekularbiologische Untersuchungen zum Wirtsspektrum von Pseudoperonospora cubensis und Pseudoperonospora humuli. Diploma thesis (in German), University of Hohenheim, Stuttgart, Germany.
- 39. Cohen Y (1977) The combined effects of temperature, leaf wetness, and inoculum concentration on infection of cucumbers with Pseudoperonospora cubensis. Can J Bot 55: 1478–1487.
- 40. Lebeda A, Widrlechner MP (2003) A set of Cucurbitaceae taxa for differentiation of Pseudoperonospora cubensis pathotypes. J Plant Dis Prot 110: 337–349.
- 41. Lebeda A (1991) Resistance in muskmelons to Czechoslovak isolates of Pseudoperonospora cubensis from cucumbers. Sci Hortic 45: 255–260.
- 42. Lebeda A, Widrlechner MP (2004) Response of wild and weedy Cucurbita L. to pathotypes of Pseudoperonospora cubensis (BERK. & CURT.) ROSTOV. (cucurbit downy mildew). In: Spencer-Phillips PTN, Jeger M, editors. Advances in downey mildew research (vol. 2). Dordrecht: Kluwer. pp. 203–210.
- 43. Lebeda A, Cohen Y (2011) Cucurbit downy mildew (Pseudoperonospora cubensis) – biology, ecology, host-pathogen interaction and control. Eur J Plant Pathol 129: 25–60.
- 44. Lebeda A, Widrlechner MP, Staub J, Ezura H, Zalapa J, et al.. (2007) Cucurbits (Cucurbitaceae; Cucumis spp., Cucurbita spp., Citrullus spp.), Chapter 8. In: Singh R, editor. Genetic resources, chromosome engineering, and crop improvement series, volume 3 – vegetable crops. Boca Raton: CRC. pp. 273–377.
- 45. Lebeda A (1992) Screening of wild Cucumis species against downy mildew (Pseudoperonospora cubensis) isolates from cucumbers. Phytoparasitica 20: 203–210.
- 46. Lebeda A (1999) Pseudoperonospora cubensis on Cucumis spp. and Cucurbita spp. – resistance breeding aspects. Acta Hortic 492: 363–370.
- 47. Palti J (1975) Pseudoperonospora cubensis. CMI Descriptions of Pathogenic Fungi and Bacteria 682: 1–2.
- 48. Choi YJ, Shin HD (2008) First record of downy mildew caused by Pseudoperonospora cubensis on bottle gourd in Korea. Plant Pathol 57: 371.
- 49. Ko Y, Chen CY, Liu CW, Chen SS, Maruthasalam S, et al. (2008) First report of downy mildew caused by Pseudoperonospora cubensis on Chayote (Sechium edule) in Taiwan. Plant Dis 92: 1706.
- 50. Bains SS, Jhooty JS (1978) Relationship between mineral nutrition of muskmelon and development of downy mildew caused by Pseudoperonospora cubensis. Plant Soil 49: 85–90.
- 51. Miyabe K, Takahashi Y (1906) A new disease of hop-vine caused by Peronoplasmopara humuli n. sp. Trans Sapporo Nat Hist Soc 1: 149–157.
- 52. Choi YJ, Constantinescu O, Shin HD (2007) A new downy-mildew of the Rosaceae: Peronospora oblatispora sp. nov. (Chromista, Peronosporales). Nova Hedw 85: 93–101.
- 53. Choi YJ, Denchev CM, Shin HD (2008) Morphological and molecular analyses support the existence of host-specific Peronospora species infecting Chenopodium. Mycopathologia 165: 155–164.
- 54. Choi YJ, Shin HD, Voglmayr H (2011) Reclassification of two Peronospora species parasitic on Draba in Hyaloperonospora based on morphological molecular and phylogenetic data. Mycopathologia 171: 151–159.
- 55. Voglmayr H, Göker M (2011) Morphology and phylogeny of Hyaloperonospora erophilae and H. praecox sp. nov., two downy mildew species co-occurring on Draba verna sensu lato. Mycol Prog 10: 283–292.
- 56. Kocyan A, Zhang LB, Schaefer H, Renner SS (2007) A multi-locus chloroplast phylogeny for the Cucurbitaceae and its implications for character evolution and classifcation. Mol Phylogenet Evol 44: 553–577.
- 57. Schaefer H, Renner SS (2011) Phylogenetic relationships in the order Cucurbitales and a new classification of the gourd family (Cucurbitaceae). Taxon 60: 122–138.
- 58. Bedlan G (1989) Erstmaliger Nachweis von Oosporen von Pseudoperonospora cubensis (Berk. et Curt.) Rost. an Gewächshausgurken in Österreich. Pflanzenschutzberichte 3: 119–120.
- 59. Cohen Y, Rubin AE, Galperin M (2011) Formation and infectivity of oospores of Pseudoperonospora cubensis, the causal agent of downy mildew in cucurbits. Plant Dis 95: 874.
- 60. Thines M, Voglmayr H (2009) An Introduction to the White Blister Rusts (Albuginales). In: Lamour K, Kamoun S, editors. Oomycete Genetics and Genomics: Diversity, Interactions, and Research Tools. Weinheim: Wiley-VCH. pp. 77–92.
- 61. Thines M (2010) Evolutionary history and diversity of white blister rusts. Polish Bot J 55: 259–264.
- 62. Hoerner GF (1940) The infection capabilities of hop downy mildew. J Agr Res 61: 331–334.
- 63. Waite MB (1892) Description of Two New Species of Peronospora. J Mycol 7: 105–109.