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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Hortic.</journal-id>
<journal-title>Frontiers in Horticulture</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Hortic.</abbrev-journal-title>
<issn pub-type="epub">2813-3595</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fhort.2023.1210535</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Horticulture</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Monitoring oomycetes in water: combinations of methodologies used to answer key monitoring questions</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pettitt</surname>
<given-names>Tim R.</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2290503"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Eden Project University Centre, Cornwall College</institution>, <addr-line>Bodelva, Cornwall</addr-line>, <country>United Kingdom</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Paul M Severns, University of Georgia, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Hannah M Rivedal, Agricultural Research Service (USDA), United States; Sarah Sapsford, Murdoch University, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Tim R. Pettitt, <email xlink:href="mailto:tim.pettitt@cornwall.ac.uk">tim.pettitt@cornwall.ac.uk</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>2</volume>
<elocation-id>1210535</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Pettitt</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Pettitt</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Monitoring oomycete populations and communities in bodies of water is vital in developing our understanding of this important group of fungus-like protists that contains many serious pathogens of both crops and wild plants. The methodologies involved in monitoring oomycetes are often presented as a developmental hierarchy, progressing from &#x2018;traditional&#x2019; culture-based techniques through immunological techniques and basic PCR to qPCR and metagenomics. Here, techniques are assessed according to the roles they can perform in relation to four stages of the monitoring process: capture, detection and identification, viability determination, and quantification. Possible synergies are then considered for the combined use of different techniques in addressing the various needs relating to different questions asked of monitoring, with an emphasis on the continuing value of cultural and immunodiagnostic procedures. Additionally, the exciting future presented by the ongoing development and improvement of metabarcoding and the use of high throughput sequencing techniques in the measurement and monitoring of oomycete inoculum to determine and mitigate plant disease risks is addressed.</p>
</abstract>
<kwd-group>
<kwd>oomycetes</kwd>
<kwd>water</kwd>
<kwd>detection</kwd>
<kwd>propagule-viability</kwd>
<kwd>quantification</kwd>
<kwd>monitoring</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="143"/>
<page-count count="13"/>
<word-count count="7988"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Sustainable Pest and Disease Management</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The Oomycetes are a diverse group of filamentous protists in the clade <italic>Stramenopiles</italic>. As indicated by their old name, &#x2018;the water molds&#x2019;, oomycetes generally thrive in aquatic environments, with free water vital for their dispersal and supporting a major part of their asexual lifecycles (<xref ref-type="bibr" rid="B55">H&#xfc;berli et&#xa0;al., 2013</xref>). Many members of the oomycetes are saprotrophic, but a significant proportion of species are also endophytic and/or parasitic. It is claimed that oomycetes are likely all &#x2018;hard wired&#x2019; for parasitism (<xref ref-type="bibr" rid="B8">Beakes et&#xa0;al., 2012</xref>) with many early divergent genera in their phylogenetic tree being marine parasites of a diverse range of organisms. In water used for horticulture, members of the orders Peronsporales, Pythiales, and Saprolegniales are of particular importance containing many important plant pathogen genera capable of causing devastating diseases in crops, ornamentals, and native plants (<xref ref-type="bibr" rid="B59">Kamoun, 2009</xref>). <italic>Phytophthora</italic> and <italic>Pythium</italic> are probably the most notorious oomycete genera and have received the greatest attention. In horticultural practice water used for irrigation, is obtained from a wide range of sources including boreholes and wells, roof-harvested rainwater, water from rivers, lakes and ponds as well as re-cycled hydroponics feed solutions and run-off or tail-water retrieved from production beds (<xref ref-type="bibr" rid="B77">Moorman et&#xa0;al., 2014</xref>). The potential risks of contamination of such water sources with plant pathogen inoculum can vary enormously (<xref ref-type="bibr" rid="B77">Moorman et&#xa0;al., 2014</xref>) and it is important to monitor water entering and leaving nurseries and gardens for oomycetes to guide management and regulation of disease risks, both in terms of potential crop loss and the threats of greater damage from spread to the wider environment (<xref ref-type="bibr" rid="B58">Jung et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B6">Barwell et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Green et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Dale et&#xa0;al., 2022</xref>). The continued development and refinement of measuring and monitoring techniques for oomycetes is essential for building understanding of their lifecycles, dispersal, etiology, and potential environmental impacts. Greater understanding of these factors will help determination and mitigation of disease risks and reduce damage and economic losses. For valid determinations of disease risks, accurate identification, and quantification of inoculum in time and space and in relation to survival, infection, and disease development are vital. The primary oomycete propagules in water are likely sporangia (when caducous), zoospores, and zoospore cysts (<xref ref-type="bibr" rid="B139">Weste, 1983</xref>). A great deal is understood about zoospore behavior, especially in the prelude to infection (<xref ref-type="bibr" rid="B57">Judelson and Blanco, 2005</xref>; <xref ref-type="bibr" rid="B7">Bassani et&#xa0;al., 2020</xref>), although much of this work focusses on interactions within the soil and the rhizosphere and it has often been assumed to be similar in water. However, in water, there are extra factors that are rarely considered concerning zoospore activity in larger bodies of water, where repetitional diplanetism (<xref ref-type="bibr" rid="B35">Drechsler, 1930</xref>; <xref ref-type="bibr" rid="B78">Moralejo and Descals, 2011</xref>) and zoospore cysts may play an important role in long-distance movement and survival.</p>
<p>Over 400 <italic>Phytophthora</italic> and <italic>Pythium</italic> and allied species have now been identified. Only a relatively small proportion of these are readily isolated and regularly seen in water samples (65+ including species of <italic>Phytophthora, Pythium, Phytopythium</italic>, and <italic>Halophytophora</italic>: <xref ref-type="bibr" rid="B56">Hwang et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B98">Reeser et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B55">H&#xfc;berli et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B53">Huai et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B81">Nagel et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B143">Zappia et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B27">Choudhary et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B124">Stamler et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B82">Nam and Choi, 2019</xref>; <xref ref-type="bibr" rid="B96">Redekar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B102">Riolo et&#xa0;al., 2020</xref>). However, it seems likely that many more species are in fact able to spread in bodies of water. During the process of zoospore aggregation prior to root infection, there is evidence of interspecific cooperation (<xref ref-type="bibr" rid="B62">Kong et&#xa0;al., 2010</xref>), which may explain why some widespread oomycete pathogens are less frequently detected in water but still appear in root infections. There may be some merit in comparing species mixes in inoculation experiments, which by and large only assess single introductions of single putative pathogens (<xref ref-type="bibr" rid="B50">Hong, 2014</xref>).</p>
<p>The techniques developed and used for the monitoring and measurement of oomycetes in water are essentially very similar to, or the same as those developed for other media such as growing substrates, soils or colonised plant tissues. This review refers were possible to published methods applied to test and measure water. Techniques are first outlined in relation to four proposed stages of water assessment. Their varying applicability to water testing scenarios addressing different questions is then considered with the aim of encouraging the use of multiple methods and including culturing techniques where possible.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Stages in the process of monitoring oomycetes in water</title>
<p>Effective monitoring and measurement of oomycetes in water can be broken down into four stages: 1) capture, 2) detection and identification, 3) determination of viability, and 4) quantification. Each of these stages and the techniques applicable to them are considered in more detail below and summarized in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. The capture of detectable oomycete biomass from water is considered as a separate process here because of its high importance in the monitoring of water, even though some capture techniques such as baiting in many circumstances are also effective for detection in their own right which is in contrast to capture approaches like filtration that are purely effective for the physical collection of particles from water. A number of different very sensitive approaches can be used for detection, while relatively recent developments, especially in the field of nucleotide-based chemistries, have greatly expanded the scope for identifications, quantification, and the exploration of contextual information such as wider microbiomes (for example <xref ref-type="bibr" rid="B109">Ruiz G&#xf3;mez et&#xa0;al., 2019</xref>). This exploration is opening up great new opportunities for understanding pathosystems, although such methods still have problems with determinations of viability. There is always room for improvement, but the range of methods now possible means the investigator can develop and tailor an approach to monitoring oomycetes based on the nature of the measurement question(s) being asked (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Consideration of the process of monitoring oomycetes in water samples as a series of stages: capture, detection/identification, viability assessment and quantification, and the relative suitability of a range of water monitoring techniques for each of these stages.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fhort-02-1210535-g001.tif"/>
</fig>
<sec id="s2_1">
<label>2.1</label>
<title>Capture</title>
<p>The central challenge to successful monitoring of aquatic oomycetes is that the amount of target biomass is very small and potentially widely and unevenly dispersed amongst many other taxa and debris in large volumes of water. Effective capture of oomycete biomass from water is essential and is currently achieved largely either by baiting or by filtration methods. Other potential methods include centrifugation and magnetic antibody concentration. Centrifugation has been deployed to extract viable <italic>Phytophthora</italic> zoospores (most likely as zoospore cysts after centrifugation) from hardy nursery-stock irrigation water (<xref ref-type="bibr" rid="B76">Middleton, 1985</xref>). Unwieldy, involving the separation of larger samples into 250 ml aliquots for centrifugation and plating out resuspended pellets onto agar growing media, this method is time-consuming and not efficient for large numbers of samples. In comparison trials, centrifugation was also found to be less effective than other capture methods for molecular detection of <italic>Phytophthora</italic> in water samples (<xref ref-type="bibr" rid="B118">Scibetta et&#xa0;al., 2012</xref>). Immunomagnetic separation, is a process that can be either direct or indirect. Direct immunomagnetic separation deploys target-specific antibodies directly conjugated to super paramagnetic spheres (<xref ref-type="bibr" rid="B25">Cheng et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Kennedy and Wakeham, 2013</xref>), whereas indirect deploys mouse antibodies raised to the target and then uses an anti-mouse antibody conjugated to magnetic spheres to bind to these. In both cases, the antibodies are introduced to samples where they can bind to target biomass and can then be isolated from the samples for further diagnostic tests by exposure to a magnetic field. Despite showing efficacy in the extraction of cysts of other pathogenic protists from water samples (e.g. <italic>Cryptosporidium</italic>, <xref ref-type="bibr" rid="B21">Campbell and Smith, 1997</xref>, and <italic>Giardia lamblia</italic>, <xref ref-type="bibr" rid="B9">Bifulco and Schaefer, 1993</xref>), this approach has not yet been reported for the successful capture of oomycete propagules from environmental water samples.</p>
<sec id="s2_1_1">
<label>2.1.1</label>
<title>Baiting</title>
<p>Since the 1960s, use has been made, primarily of plant tissues, to act as baits to attract oomycete spores out of bodies of water via chemo-attraction and chemotaxis. Many different nuances of the baiting approach exist, and the earliest of these techniques used for <italic>Phytophthora</italic> species have been comprehensively catalogued by <xref ref-type="bibr" rid="B99">Ribeiro (1978)</xref>. As they are low in cost, straightforward, and highly adaptable, baiting techniques are still widely developed and successfully used for the capture of oomycetes in water. The baits selected for an assay strongly influence the resulting catch: for example, autoclaved insect parts are likely to attract Saprolegniales and some <italic>Pythium</italic> species (<xref ref-type="bibr" rid="B114">Sarowar et&#xa0;al., 2013</xref>), whereas fresh, whole rhododendron leaves work well for <italic>Phytophthora</italic> species in temperate streams and hardy nursery-stock irrigation systems (<xref ref-type="bibr" rid="B127">Themann and Werres, 1998</xref>; <xref ref-type="bibr" rid="B128">Themann et&#xa0;al., 2002</xref>). <xref ref-type="bibr" rid="B46">Green et&#xa0;al. (2020)</xref> effectively deployed a mix of different fresh leaf species as baits in a study investigating the range of <italic>Phytophthora</italic> species present in public parks, whilst in comparative trials in Australia, primarily looking at soils, a multiple bait system used by the Centre for Phytophthora Science and Management was the most effective baiting procedure (<xref ref-type="bibr" rid="B12">Burgess et&#xa0;al., 2021</xref>). The age, quality, and physiological state of the plant tissues being used as baits are hugely influential on the results obtained (<xref ref-type="bibr" rid="B128">Themann et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B55">H&#xfc;berli et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B138">Werres et&#xa0;al., 2014</xref>), and inclusion of dead tissues within a bait mix can increase the number of species captured (<xref ref-type="bibr" rid="B140">Wielgoss et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B3">Aram and Rizzo, 2018</xref>; <xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>). When baiting is deployed in comparative experiments over time, variability can be reduced by using more controllable tissues such as seedlings or seedling parts (<xref ref-type="bibr" rid="B5">Banihashemi and Mitchell, 1975</xref>; <xref ref-type="bibr" rid="B37">Erwin and Ribeiro, 1996</xref>; <xref ref-type="bibr" rid="B87">Pettitt et&#xa0;al., 1998</xref>). Perhaps the ultimate in reproducible baits use just chemical attractants and do not have to rely on maintaining consistency of plant material. This principle was successfully deployed using phenols, alcohols, and amino acids in the development of chemo-attractive dipsticks to detect viable <italic>Phytophthora cinnamomi</italic>, and later <italic>P. nicotianae</italic>, zoospores (<xref ref-type="bibr" rid="B17">Cahill and Hardham, 1994a</xref> and <xref ref-type="bibr" rid="B18">Cahill and Hardham, 1994b</xref>; <xref ref-type="bibr" rid="B42">Gautam et&#xa0;al., 1999</xref>). Nevertheless, plant tissue-based baits continue to predominate and be widely and successfully deployed for the capture of oomycetes from water.</p>
<p>Irrespective of the materials used for baits, there are two main approaches to baiting water; <italic>in situ</italic> and <italic>ex situ</italic> (<xref ref-type="bibr" rid="B138">Werres et&#xa0;al., 2014</xref>). <italic>In situ</italic> baiting is probably the most frequently deployed and involves placing baits directly within the bodies of water being monitored. Examples include floating bait leaves (<xref ref-type="bibr" rid="B53">Huai et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B74">Matsiakh et&#xa0;al., 2016</xref>), or fruits (<xref ref-type="bibr" rid="B107">Rodr&#xed;guez et&#xa0;al., 2021</xref>) on pond, stream, or river surfaces for 3-10 days before collection and isolating from lesions. <italic>Ex situ</italic> baiting, on the other hand, involves the placement of baits in collected and contained samples away from the sampling location, ideally under standardized incubation conditions to encourage zoospore release/re-release and infectivity (<xref ref-type="bibr" rid="B112">Sarker et&#xa0;al., 2021</xref>). <xref ref-type="bibr" rid="B95">Redekar et&#xa0;al. (2020)</xref> used <italic>ex situ</italic> baiting as a method for viable propagule capture as part of their sampling routine for metabarcoding analysis of irrigation water at a horticultural nursery in southern California, USA. They placed fresh leaves of <italic>Rhododendron catawbiense</italic> &#x2018;Grandiflorum&#x2019; in 1L water samples and extracted DNA for analysis from lesions formed following incubation for 3 days at 18-22&#xb0;C. Looking for lesions on harvested baits moves from using baits for capture to the first stages of detection especially of potentially phytopathogenic oomycete species. Only selecting bait lesions runs the risk of bias in favor of detecting only species capable of rapid infection and symptom induction in the bait species used, and when assessed, asymptomatic baits are often found to have captured a wider range of oomycete species (<xref ref-type="bibr" rid="B113">Sarker et&#xa0;al., 2023b</xref>). <italic>In situ</italic> and <italic>ex situ</italic> baiting of bodies of water differ both temporally and volumetrically. They are temporally different in that <italic>ex situ</italic> baits test samples taken from locations at specific times that consequentially represent very short time periods (&#x2018;freeze frames&#x2019;). On the other hand, <italic>in situ</italic> baits might be considered to be sampling their locations for as long as they remain <italic>in situ</italic>, although their attractiveness and capacity for inoculum capture will likely vary over time depending on their physical condition. Being limited to restricted to pre-set sample volumes, <italic>ex situ</italic> baiting differs volumetrically to <italic>in situ</italic> where baits are likely to be capturing inoculum from unconfined and, depending on the movement of the sampled water body, more variable and potentially of much larger volume. In soils, recent work has shown that <italic>ex situ</italic> baiting of many small samples as opposed to the generally-preferred large pooled samples can increase the diversity of oomycete species captured (<xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>; <xref ref-type="bibr" rid="B113">Sarker et&#xa0;al., 2023b</xref>). This result is thought to be due to the dilution effect of smaller samples reducing the probability of slower-growing or less aggressive species being out competed in bait infection. A similar effect might be observed in <italic>ex situ</italic> baiting of water samples where it is often assumed that the bulk of inoculum present is motile and infective already and not subject to the limitations of sporulation and release associated with soil. Nevertheless, variation in the aggressiveness of this water-borne inoculum is likely. Additionally, possible bait-induced release of zoospores from caducous sporangia and viable cysts and even the activation of mycelium or oospores in debris, make similar studies with <italic>ex situ</italic> water baiting worthy of investigation.</p>
<p>In soils, the rates of sporangium formation and zoospore release of different species of <italic>Phytophthora</italic> have been demonstrated to affect the efficacy of their detection by baits (<xref ref-type="bibr" rid="B112">Sarker et&#xa0;al., 2021</xref>). This process might be reflected in water, where inoculum release from infected plants is often in short-term surges (<xref ref-type="bibr" rid="B48">Hallett and Dick, 1981</xref>; <xref ref-type="bibr" rid="B92">Pettitt et&#xa0;al., 2015</xref>). These inoculum surges are often initiated by changes in the environment such as increased irrigation frequency or by rainfall (<xref ref-type="bibr" rid="B103">Ristaino, 1991</xref>; <xref ref-type="bibr" rid="B16">Caf&#xe9;-Filho et&#xa0;al., 1995</xref>), but can also result from subtle changes in cultural practice, for example sudden reductions in the root zone temperature in hydroponics crops (<xref ref-type="bibr" rid="B60">Kennedy and Pegg, 1990</xref>). There are large seasonal variations in the numbers of oomycete propagules seen in irrigation water in the UK (<xref ref-type="bibr" rid="B92">Pettitt et&#xa0;al., 2015</xref>), some likely driven by seasonal changes in water temperature (<xref ref-type="bibr" rid="B91">Pettitt and Skj&#xf8;th, 2016</xref>). A fairly consistent double peak in general oomycete CFU counts is seen in clinic samples from UK nurseries, with larger counts in late Spring and in late Summer-Early Autumn and a decline in mid-Summer (<xref ref-type="bibr" rid="B92">Pettitt et&#xa0;al., 2015</xref>). This result is in contrast to total filamentous fungal counts and the numbers of <italic>Fusarium</italic> CFU, which generally reach a single peak in August/September. A similar distribution with distinct peaks of detected CFU in Spring and Autumn was observed in citrus orchard soils (<xref ref-type="bibr" rid="B15">Cacciola and Magnano di San Lio, 2008</xref>), and interestingly this represents the annual progress curves of two different species of <italic>Phytophthora</italic> (<italic>P. citrophthora</italic> and <italic>P. nicotianae</italic>).</p>
</sec>
<sec id="s2_1_2">
<label>2.1.2</label>
<title>Filtration</title>
<p>The main alternative to using baits for capture, is to extract oomycete propagules from water by filtration. This approach was initially developed as a precursor to plating viable propagules onto semi-selective agar plates for colony-forming unit (CFU) counts (<xref ref-type="bibr" rid="B2">Ali-Shtayeh et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B52">Hong et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>). Filtration to capture dispersed inoculum in water is now also used, often in parallel with baiting, to capture oomycete biomass ready for detection and identification by DNA extraction and nucleotide assays, especially with the increasing use of metabarcoding techniques (<xref ref-type="bibr" rid="B118">Scibetta et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B23">Catal&#xe0; et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B45">Green et&#xa0;al., 2021</xref>). To capture viable propagules for colony-plating, membrane filters are used, most frequently of pore size 3 or 5 &#xb5;m and 47 mm diameter. Once filtration has been completed, membranes can be plated directly onto selective agar media (<xref ref-type="bibr" rid="B32">Davidson et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B19">Calvo-Bado et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B31">Davidson et&#xa0;al., 2008</xref>). Alternatively, the inoculum caught on the filter membrane surface can be released into a small volume of a resuspension medium consisting of 0.09% agar solution (<xref ref-type="bibr" rid="B2">Ali-Shtayeh et&#xa0;al., 1991</xref>), ideally containing selective antibiotics at the same concentrations as the plating medium (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B14">B&#xfc;ttner et&#xa0;al., 2014</xref>). A membrane fabric that readily and reliably releases caught viable propagules is desirable for colony-plating procedures. <xref ref-type="bibr" rid="B52">Hong et&#xa0;al. (2002)</xref> investigated a range of membranes and found the most efficient recoveries in terms of filtration speed and colony recoveries were on 5 &#xb5;m polyvinylidene fluoride (&#x2018;Durapore 5&#x2019;) membranes, although the only cellulose nitrate filters they investigated were of 0.45 &#xb5;m pore size, which was the size and type originally used by <xref ref-type="bibr" rid="B2">Ali-Shtayeh et&#xa0;al. (1991)</xref>. This pore size was originally used at Horticulture Research International Efford (UK) but was found to be too fine and too readily blocked for efficient extraction of oomycetes from irrigation water samples. An increase in pore size to 5 &#xb5;m cellulose nitrate (Whatman International Ltd, Maidstone, UK) gave faster filtration and consistently high colony recoveries of <italic>Phytophthora</italic> and especially <italic>Pythium</italic> zoospores (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>). The pore size was later reduced to 3 &#xb5;m following the findings of <xref ref-type="bibr" rid="B56">Hwang et&#xa0;al. (2008)</xref>, although later comparisons in 2012 between 3 and 5 &#xb5;m cellulose nitrate membranes and 3 &#xb5;m polycarbonate (Cyclopore&#x2122; track-etched, Whatman International Ltd, Maidstone, UK) membranes showed no significant differences in colony recoveries from irrigation reservoir samples (<xref ref-type="bibr" rid="B92">Pettitt et&#xa0;al., 2015</xref>).</p>
<p>When filtration has been deployed for the capture stage for genomic studies of oomycetes in water, effective use has been made of mixed cellulose ester filters of pore size 1.2 &#xb5;m to capture target biomass (<xref ref-type="bibr" rid="B118">Scibetta et&#xa0;al., 2012</xref>), although again this size has proved too fine for efficient filtration of field samples, and in more recent studies an increased pore size of 5 &#xb5;m has been used (<xref ref-type="bibr" rid="B79">Mora-Sala et&#xa0;al., 2022</xref>). Interestingly, these workers refined their oomycete extractions by using a baiting technique, placing filter membrane halves into longitudinal cuts in apple fruits, a widely used bait, especially for baiting <italic>Pythium</italic> and <italic>Phytophthora</italic> species from soil samples and decaying, diseased plant tissues (<xref ref-type="bibr" rid="B20">Campbell, 1949</xref>). Cuts containing membrane halves were then sealed with parafilm, and molecular identifications of cultures isolated from the resulting lesions were carried out.</p>
<p>Membrane filtration of water samples taken to the laboratory is normally carried out using bottle-top filter funnels such as the reusable, readily-cleaned, and autoclavable Nalgene&#x2122; Polysulfone units (<xref ref-type="bibr" rid="B86">Pettitt, 2016</xref>), and passing water through the filter using suction from a vacuum pump. In the field, in the absence of an available electricity supply, this method can still be applied using a hand-held suction pump (<xref ref-type="bibr" rid="B74">Matsiakh et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B88">Pettitt et&#xa0;al., 2018</xref>). Hand-operated suction pumps are compact and work well, but are tiring to the forearms of the operator after a short time. An alternative approach developed by <xref ref-type="bibr" rid="B118">Scibetta et&#xa0;al. (2012)</xref> is to push the water through the filter mounted in an in-line polypropylene filter cartridge using an adapted knapsack sprayer (Cooper Pegler CP3). This method is effective, especially for filtering larger volumes of water (2-5 L), although cleaning the apparatus between samples, particularly when collecting samples for eDNA analysis, is time-consuming and requires a comparatively large amount of oomycete-free water. A refinement of this basic concept was developed during the &#x2018;Phytothreats&#x2019; project (<xref ref-type="bibr" rid="B45">Green et&#xa0;al., 2021</xref>), using a cyclist&#x2019;s track pump to apply air pressure to a simple pressure vessel that then drives one or more water sample(s) from their connected collection bottles out through up to 3 parallel filter cartridges. This process greatly reduces potential cross-contamination and the of cleaning needed between samples is reduced to just the filter cartridges and their supply manifold, which can be flushed through with cleaning agent and then rinsed with small volumes of sample water before new filter membranes are mounted.</p>
<p>There can be discrepancies in the numbers and abundance of oomycete species captured by filtration and baiting methods (<xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>), especially with <italic>ex situ</italic> baiting which in comparisons, tends to capture fewer species and less biomass than filtration (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B95">Redekar et&#xa0;al., 2020</xref>). Recent studies looking at assay conditions and sample sizes for <italic>in situ</italic> baiting of soils are closing this gap (<xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>; <xref ref-type="bibr" rid="B113">Sarker et&#xa0;al., 2023b</xref>), but further studies are required to fully understand the differences seen in water tests.</p>
</sec>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Detection and identification</title>
<p>Sensitive techniques for the detection of oomycete propagules have been available for some time (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B29">Cooke et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B85">O&#x2019;Brien et&#xa0;al., 2009</xref>). However, with the development of new techniques the capacity for rapid, accurate, and precise identifications has increased greatly in the last ten years (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), especially with the increasing availability of metabarcoding technologies (<xref ref-type="bibr" rid="B13">Burgess et&#xa0;al., 2022</xref>). Techniques that can be used for detection and identification fall into three main groups: cultural, immunodiagnostic and nucleotide-based assays.</p>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Culture-based detection and identification</title>
<p>Culture-based detection and identification techniques either consist of plating of captured propagules from baits or directly from membrane filters onto semi-selective antibiotic-amended agar (<xref ref-type="bibr" rid="B130">Tsao, 1970</xref>), or of direct observation of signature symptoms and/or sporulation on baits. Depending on the numbers of propagules present in a sample and the condition of the water, culture-based techniques can be highly sensitive with membrane filtration-colony plating potentially resulting in one colony per viable spore (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>). Rapid identifications to genus, either directly from observations of colony morphology on agar plates (<xref ref-type="bibr" rid="B85">O&#x2019;Brien et&#xa0;al., 2009</xref>) or from sporulation on infected baits, are possible (<xref ref-type="bibr" rid="B138">Werres et&#xa0;al., 2014</xref>). Culture- plating methods tend to lack specificity and this can be increased by altering the components of the of the mix of fungicides and antibiotics used in the semi-selective medium. Additions of hymexazole to media improves selectivity for many <italic>Phytophthora</italic> spp. (<xref ref-type="bibr" rid="B131">Tsao, 1983</xref>; <xref ref-type="bibr" rid="B37">Erwin and Ribeiro, 1996</xref>), but this selectivity often comes at the price of reduced sensitivity as a consequence of inhibitory effects of the antimicrobial mix (<xref ref-type="bibr" rid="B130">Tsao, 1970</xref>; <xref ref-type="bibr" rid="B111">Sarker et&#xa0;al., 2020</xref>). Nevertheless, isolations and/or further culturing to encourage sporulation and properly observe colony morphology are, more often than not, required to achieve a diagnosis using identification keys, a process requiring patience, practice and skill. Nevertheless, extractions of detected oomycetes can be made from colony picks or from recovered baits for examination and further identification by either immunodiagnostic or nucleotide-based assays.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Immunodiagnostic assays</title>
<p>Baiting techniques can be used as a capture and initial detection step prior to testing by enzyme-linked immunosorbent assays (ELISA) or lateral flow devices (LFDs) (<xref ref-type="bibr" rid="B137">Wedgwood, 2014</xref>), whilst immunodiagnostic dipstick assays can carry out the baiting capture step without the need for live plant tissues and on collection can progress straight to a diagnostic staining process (<xref ref-type="bibr" rid="B18">Cahill and Hardham, 1994b</xref>; <xref ref-type="bibr" rid="B141">Wilson et&#xa0;al., 2000</xref>). Immunodiagnostic assay, both ELISAs and LFDs, have also been used directly on extracts of inoculum captured on membrane filters with some success (<xref ref-type="bibr" rid="B137">Wedgwood, 2014</xref>). Trapped propagules can also be subjected to direct immunostaining procedures <italic>in situ</italic> on a membrane filter and observed by stereo microscope or a hand lens using the zoospore trapping immunoassay (ZTI), a procedure whereby captured, viable zoopsores and cysts are encouraged to germinate <italic>in situ</italic> prior to immuno-staining (<xref ref-type="bibr" rid="B136">Wakeham et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>). The range of immunodiagnostic procedures of potential use in the testing and monitoring of irrigation water for oomycetes has been more fully reviewed by <xref ref-type="bibr" rid="B85">O&#x2019;Brien et&#xa0;al. (2009)</xref> and more recently by <xref ref-type="bibr" rid="B135">Wakeham and Pettitt (2017)</xref>.</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Nucleotide assays</title>
<p>In recent years, molecular nucleotide assays essentially based around polymerase chain reaction (PCR) have become the preferred method for laboratory-based detection and identification of oomycetes (<xref ref-type="bibr" rid="B115">Schena et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B135">Wakeham and Pettitt, 2017</xref>: <xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>). For detection of oomycetes in water, PCR tests are used in conjunction with either a filtration or baiting capture technique, and baits have been widely use as a &#x2018;biological amplification&#x2019; stage (e.g., <xref ref-type="bibr" rid="B123">Shrestha et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B121">Sena et&#xa0;al., 2018</xref>: <xref ref-type="bibr" rid="B63">Kunadiya et&#xa0;al., 2019</xref>). Over the last 20 years, basic PCR, quantitative PCR and isothermal amplification techniques have been improved, tested, and refined for oomycete detection and identification. Much of this work has focused on <italic>Phytophthora</italic> because of both the importance of this genus commercially, and the devastating impact of species like <italic>P. cinnamomi</italic> (<xref ref-type="bibr" rid="B22">Carter, 2004</xref>; <xref ref-type="bibr" rid="B122">Shearer et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B119">Scott et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B49">Hardham and Blackman, 2017</xref>) and <italic>P. ramorum</italic> (<xref ref-type="bibr" rid="B105">Rizzo et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B47">Gr&#xfc;nwald et&#xa0;al., 2008</xref>) on the environment. There are some excellent reviews of these successful, still developing methodologies (<xref ref-type="bibr" rid="B67">L&#xe9;vesque and DeCock, 2004</xref>; <xref ref-type="bibr" rid="B29">Cooke et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B85">O&#x2019;Brien et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B106">Robideau et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B72">Martin et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B117">Schroeder et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B69">Magray et&#xa0;al., 2019</xref>).</p>
<p>Using DNA sequence data is a precise method of achieving identifications, but there is sometimes a concern about accuracy in that there are many misidentified sequences in public sequence databases, for example for certain species of <italic>Phytophthora</italic> (<xref ref-type="bibr" rid="B1">Abad et&#xa0;al., 2023</xref>). New identifications/diagnoses should be carried out with caution and, where possible, be based on both molecular and morphological characters with close alignment with ex-type sequence data before assigning to species. A good example of this practice is illustrated in the protocol described by <xref ref-type="bibr" rid="B79">Mora-Sala et&#xa0;al. (2022)</xref>, where new isolates were assigned to a species when the identity was above the 99% cut-off in respect to the ex-type isolates recommended by the <italic>IDphy</italic> online resource (see <xref ref-type="bibr" rid="B1">Abad et&#xa0;al., 2023</xref>).</p>
<p>The large amounts of oomycete genomic data that have been generated, the protocols and PCR primers used to access and collate it, and the identification of so many new taxa (e.g. over 100 new <italic>Phytophthora</italic> species alone in the last twenty or so years) can be bewildering to the non-specialist. Nevertheless, robust oomycete phylogenies are now building on the early molecular studies of <xref ref-type="bibr" rid="B28">Cooke et&#xa0;al. (2000)</xref> and <xref ref-type="bibr" rid="B67">L&#xe9;vesque and DeCock (2004)</xref>. These phylogenies consider both morphological and physiological traits as well as nucleotide sequence data. In addition to the originally-used Internal Transcribed Spacer (ITS) region sequence data from other DNA regions including mitochondrially encoded cytochrome oxidase, cox I and II (<xref ref-type="bibr" rid="B73">Martin and Tooley, 2003</xref>; <xref ref-type="bibr" rid="B106">Robideau et&#xa0;al., 2011</xref>) and &#x3b2;-tubulin (<xref ref-type="bibr" rid="B134">Villa et&#xa0;al., 2006</xref>) are now used. Rigorous databases for this information have also been established to guide accurate species identifications for <italic>Phytophthora</italic> at least (e.g. The <italic>Phytophthora</italic> Database: <ext-link ext-link-type="uri" xlink:href="http://www.phytophthoradb.org">http://www.phytophthoradb.org</ext-link>, <italic>IDphy</italic>: <ext-link ext-link-type="uri" xlink:href="https://idtools.org/phytophthora/">https://idtools.org/phytophthora/</ext-link>).</p>
<p>More recently, increasingly widespread use of metabarcoding technologies has greatly broadened the scope of oomycete community studies and has been successful in a number of studies looking at either oomycete (<xref ref-type="bibr" rid="B96">Redekar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B95">Redekar et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B40">Foster et&#xa0;al., 2022</xref>) or primarily <italic>Phytophthora</italic> species (<xref ref-type="bibr" rid="B23">Catal&#xe0; et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B97">Redondo et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B100">Riddell et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Green et&#xa0;al., 2021</xref>) in water. The wider metagenomic approach also allows broader communities to be considered, meaning that oomycetes in water can be assessed within a broader context (<xref ref-type="bibr" rid="B71">Mar&#x10d;iulynas et&#xa0;al., 2020</xref>), an area that needs further exploration. The different &#x2018;next generation&#x2019; sequencing (NGS) technologies and the interpretation software used in metabarcoding techniques are beyond the scope of this review. Each method has its own rates of error, and balancing the use of these together with determining the most effective sequence information to read for accurate species identifications is an ongoing, rigorous process of analysis and critique (<xref ref-type="bibr" rid="B101">Riddell et&#xa0;al., 2019</xref>), and as more studies are reported, comparisons and improvements can be shared (<xref ref-type="bibr" rid="B13">Burgess et&#xa0;al., 2022</xref>). The NGS metabarcoding approach allows the spectrum of species present in samples to be determined and therefore the possible interrelationships to be explored in a previously-unfeasible context. As broad sweeps are possible, samples can be screened for both familiar endemic and novel species all at once. This capacity makes these methods powerful tools for identifying, monitoring, and tracing new and potentially invasive disease threats. Indeed, a large proportion of oomycete studies testing water samples reported so far have, rightly, been primarily focused on biosecurity.</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Viability</title>
<p>Once oomycete propagules have been captured from a water sample, detected and identified, their viability generally needs to be established. The question of propagule viability is of crucial importance in epidemiological studies, and for determinations of immediate disease risks, as well as for assessments of potential management and control measures. Culture plating, including CFU counts and baiting techniques, detect only viable propagules. With appropriate bait selection, an indication of infectivity is also possible (<xref ref-type="bibr" rid="B138">Werres et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B41">Garbelotto et&#xa0;al., 2021</xref>) and in some cases this can be confirmed by rapid sporulation for example on excised lupine radicals (<xref ref-type="bibr" rid="B87">Pettitt et&#xa0;al., 1998</xref>). Dipstick assays also attract viable spores by chemoattraction (<xref ref-type="bibr" rid="B17">Cahill and Hardham, 1994a</xref>). The resulting zoospore cysts that form on the dipstick membrane surface can be immediately subjected to a specific immunostaining procedure, or they can be encouraged to germinate on the membrane first in the same way as in zoospore trapping immunoassay (ZTI), thereby reaffirming their viability (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B4">Bandte and Pettitt, 2014</xref>). ZTI can measure spore viability and give an indication of the predominant inoculum type in water samples by microscopy within 5 hours of sampling (<xref ref-type="bibr" rid="B136">Wakeham et&#xa0;al., 1997</xref>). ZTI assays often require pre-filtration to remove debris, and the immunostaining procedure is more prone to interference than on dipsticks, especially when turbid samples are being assessed. ELISA and LFD test strips are not able to discriminate between viable and non-viable material (<xref ref-type="bibr" rid="B135">Wakeham and Pettitt, 2017</xref>). Whilst limited success has been achieved by coupling these procedures with a baiting step, there is a danger of false-positive tests as antigenic material has been found to attach to bait tissues in inoculated irrigation water previously subjected to heat, chlorination, or UV sterilization treatments (<xref ref-type="bibr" rid="B137">Wedgwood, 2014</xref>). Baits have been used as a biological amplification step in ELISA tests of soils (<xref ref-type="bibr" rid="B142">Yuen et&#xa0;al., 1993</xref>), providing both a boost in detectable analytes and an indication of inoculum viability. Unfortunately, these benefits come at the cost of reducing the assay to providing qualitative to semi-quantitative estimates of inoculum concentrations.</p>
<p>CFU counts can be highly sensitive measures of viability (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>) and are especially useful in determining the efficacy of water treatments to eliminate oomycete pathogens. <xref ref-type="bibr" rid="B24">Cayanan et&#xa0;al. (2009)</xref> used CFU counts to determine the impact of chlorination (Sodium hypochlorite) treatments on the viability of <italic>Phytophthora infestans</italic>, <italic>P. cactorum</italic> and <italic>Pythium aphanidermatum</italic> zoospores in irrigation water. Despite the sensitivity of CFU plates, they lack specificity as indicated above, sometimes making determinations of target viability difficult. Nevertheless, this lack of specificity can also be useful, for example in monitoring the efficacy of water treatment systems such as chlorination or slow sand filtration when installed on nurseries. In these situations, the populations of target pathogen propagules are likely to be very low or hopefully non-existent, and the spiking of the irrigation system with pathogen inoculum is not an option. Using total oomycete CFU counts on a semi-selective agar can therefore exploit the background populations of saprotrophic zoosporic oomycete species generally common in even the &#x2018;cleanest&#x2019; irrigation systems as indicators of water-treatment efficacy (<xref ref-type="bibr" rid="B14">B&#xfc;ttner et&#xa0;al., 2014</xref>).</p>
<p>Despite the considerable power of PCR methods for detection and identification, they only detect and amplify pathogen DNA for sequencing and identification and do not differentiate the origin of DNA, or between viable and non-viable tissues (<xref ref-type="bibr" rid="B83">Nielsen et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B85">O&#x2019;Brien et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B65">Lau and Botella, 2017</xref>). For many applications, this situation is probably of little consequence, as presence of detectable and identifiable DNA indicates presence of the identified species and this information is sufficient. However, in recirculating irrigation water that has been treated to control oomycete propagules, there will likely be many dead pathogen cells and particles of debris present that would not be discerned from viable cells by PCR (<xref ref-type="bibr" rid="B125">Stewart-Wade, 2011</xref>), leading to misleading false positive tests. The question as to whether detected DNA represents viable propagules has been directly addressed by two methods: a) the use of the DNA-intercalating dye propidium monoazide (PMA) and b) by extracting RNA and converting it to PCR-measurable cDNA using reverse transcriptase (RT-PCR). PMA cannot enter viable cells and binds with exposed DNA in dead cells by a photo-induced reaction that renders it insoluble and un-extractable (<xref ref-type="bibr" rid="B84">Nocker et&#xa0;al., 2006</xref>), while RNA is considerably more labile than DNA and unlikely to remain long in dead tissues (<xref ref-type="bibr" rid="B133">Vettraino et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B26">Chimento et&#xa0;al., 2012</xref>). Whilst very promising, both methods still present considerable challenges, sometimes producing seemingly contradictory findings. For example, <italic>P. ramorum</italic> RT-PCR sometimes gave positive tests when culture methods were negative (<xref ref-type="bibr" rid="B26">Chimento et&#xa0;al., 2012</xref>), apparently detecting dormant inoculum. However, in <italic>P. cinnamomi</italic> (<xref ref-type="bibr" rid="B63">Kunadiya et&#xa0;al., 2019</xref>), the opposite appeared to be the case, possibly as a result of minimal RNA expression (<xref ref-type="bibr" rid="B104">Rittershaus et&#xa0;al., 2013</xref>) in truly dormant tissues. Such differences may always pose problems, and while they are problematic for development of reliable and economic screening procedures, they might possibly be examined together with changes in infectivity of baits and the appearance of CFUs to further our understanding of the cycles of pathogen dormancy and activity.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Quantification</title>
<p>Once detection, identification, and viability have been established, it is important to establish the sizes of the populations present in the water being monitored to determine species prevalence (<xref ref-type="bibr" rid="B143">Zappia et&#xa0;al., 2014</xref>). While there are plenty of data reporting presence/absence of species, there is very little reliable data published on infective propagule numbers and how these relate to potential disease outcomes (<xref ref-type="bibr" rid="B50">Hong, 2014</xref>). Of the detection procedures outlined so far, baiting and basic PCR provide only qualitative data on presence/absence of species. Dipstick tests readily give propagule counts and can be calibrated to give quantitative estimations of the numbers of spores in water volumes being tested (<xref ref-type="bibr" rid="B4">Bandte and Pettitt, 2014</xref>). The specificity of these tests and of ELISA assays, which can also give good quantitative estimates of target organism biomass (although not of viability), is reliant on the specificity of the antibodies used, most of which are likely to cross-react with some non-target species (<xref ref-type="bibr" rid="B85">O&#x2019;Brien et&#xa0;al., 2009</xref>). The specificity of ELISA can be improved by deploying more than one antibody with different cross-reactivities in a double antibody sandwich (DAS-ELISA, <xref ref-type="bibr" rid="B38">Fang and Ramasamy, 2015</xref>), although this is still unlikely to achieve complete species specificity (<xref ref-type="bibr" rid="B88">Pettitt et&#xa0;al., 2018</xref>). CFU counts can be very precise but, when used alone, lack specificity and require experience and skill in identifying colony morphology for their interpretation (<xref ref-type="bibr" rid="B51">Hong and Moorman, 2005</xref>). Nevertheless, CFU counts have been effectively used in combination with PCR to generate valuable epidemiological data on viable spore numbers (<xref ref-type="bibr" rid="B31">Davidson et&#xa0;al., 2008</xref>), and if examined early enough, identification of colony origins can be attempted (<xref ref-type="bibr" rid="B90">Pettitt and Pegg, 1991</xref>).</p>
<p>Pathogen biomass can be estimated by measuring the concentration of DNA in a sample using &#x2018;real-time&#x2019; or &#x2018;quantitative&#x2019; qPCR (Schaad and Frederick, 2002). qPCR assays have been developed for diagnosis and estimating biomass of a wide range of oomycete species (<xref ref-type="bibr" rid="B29">Cooke et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B54">Huang et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B132">Tuffs and Oidtmann, 2011</xref>; <xref ref-type="bibr" rid="B66">Lees et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B126">Strand et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B80">Mulholland et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B68">Li et&#xa0;al., 2014</xref>). Once optimized, qPCR assays are fast, sensitive, and have good specificity, although like conventional PCR they cannot discern viable from non-viable DNA. Nonetheless, the technique can be successfully coupled with classical cultural techniques to provide measurement of biomass combined with identifications of the viable species present for example of oomycetes in ornamental nursery-stock (<xref ref-type="bibr" rid="B94">Puertolas et&#xa0;al., 2021</xref>). Both PMA and RT treatments mentioned in the viability section above can be used for PMA qPCR or RT qPCR, both of which are promising techniques but still not robust enough to be deployed for the large field sample runs needed for in-depth population monitoring, for example requiring species specific internal assays to calibrate each run (<xref ref-type="bibr" rid="B89">Pettitt et&#xa0;al., 2023</xref>).</p>
<p>Metabarcoding techniques have so far been largely used as taxonomic screening tools for oomycetes in water, detecting and identifying species present in samples to determine the presence and distributions of pathogens and potentially invasive species to assess risks to the environment and crops (e.g. <xref ref-type="bibr" rid="B45">Green et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B13">Burgess et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B79">Mora-Sala et&#xa0;al., 2022</xref>),. The species abundance data generated by this process can give an indication of relative biomass (<xref ref-type="bibr" rid="B34">Di Muri et&#xa0;al., 2020</xref>), but not of propagules&#x2019; viability. Also, PCR-based metabarcoding methods can show primer bias depending on the primer sets used (<xref ref-type="bibr" rid="B36">Elbrecht and Leese, 2015</xref>; <xref ref-type="bibr" rid="B75">Mendoza et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B12">Burgess et&#xa0;al., 2021</xref>), possibly affecting the precision of relative abundancy estimates. Baiting has been used alongside metabarcoding methods but more as a complementary sampling strategy and to isolate cultures than to verify viability (<xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B79">Mora-Sala et&#xa0;al., 2022</xref>). Nevertheless, metabarcoding and other techniques using high throughput sequencing methods &#x2018;have emerged as new paradigms&#x2019; (<xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>). In just a few years, these have greatly increased the depth and richness of our understanding of oomycete communities, and are also potentially providing the basis for new phytosanitary testing repertoires (<xref ref-type="bibr" rid="B108">Rossmann et&#xa0;al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Applicability of techniques to different categories of water monitoring</title>
<sec id="s3_1">
<label>3.1</label>
<title>In general</title>
<p>With the expanded movements of whole plants and plant parts in world trade since the 1990s, there have been rising concerns about invasive pathogens and an increasing awareness of disease risks to both crops and treasured native plants (<xref ref-type="bibr" rid="B10">Brasier, 2008</xref>; <xref ref-type="bibr" rid="B39">Fisher et&#xa0;al., 2012</xref>). As mentioned above, the oomycetes already have notoriety as a consequence of several plant disease pandemics as well as many invasive disease problems at more localized scales (<xref ref-type="bibr" rid="B11">Brasier et&#xa0;al., 2022</xref>). Water has a key role in infection and spread in many oomycete species, and monitoring oomycetes in water is important at different levels of scale; firstly, at a national or international scale to identify sources and pathways of potential pathogen movement and introduction, and secondly, at a local scale at locations such as horticultural nurseries, gardens, parks, forests, and reserves to identify, manage and control disease risks and disease spread. Oomycete monitoring strategies in water address questions of disease risk, but also can address questions about the basic biology and life cycles of these organisms, which in turn contribute to improved precision of risk prediction and mitigation. Many of the procedures that have been successfully used in monitoring water for oomycetes were initially developed for analysis of soil and plant tissues but inoculum in water tends to be more transient and widely dispersed rather more like airborne inoculum and some aspects of oomycete survival and spread such as cyst formation and polyplanetism have received comparatively very little study. In the first part of this review, the techniques currently used for preparing and analyzing water samples have been considered in relation to a basic framework of monitoring stages: &#x2018;capture&#x2019;, &#x2018;detection and identification&#x2019;, &#x2018;viability testing&#x2019; and &#x2018;quantification&#x2019;. This second part of the review looks at some of the key kinds of questions likely to be asked under different monitoring categories or scenarios and how the framework shifts with different emphasis placed on these stages and therefore the possible strengths of particular techniques under these different circumstances. This subtle shift in emphasis attempts consideration of the most appropriate methodologies from those outlined in section 2 above for various scenarios based on efficacy, economy of effort and levels of accuracy and precision needed for the nature and circumstances of the monitoring questions being asked. For example, the question &#x2018;what are the limits of this water treatment&#x2019;s efficacy?&#x2019; will require a quite different approach to &#x2018;does this water source contain potentially infective oomycete species?&#x2019;. The former question requires high sensitivity of capture, detection and accurate determinations of viability, but not necessarily high species specificity. On the other hand, the latter question requires the ability to detect a wide range of species with high specificity without being immediately concerned with precise estimates of viability. Despite the recent and ongoing exciting developments with metabarcoding and high-throughput sequencing technologies in general, the best results for many applications still come from complementary use of techniques, especially when estimations of viability and the collection of live voucher specimens are needed (<xref ref-type="bibr" rid="B70">Marano et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Water monitoring categories</title>
<p>Four categories of monitoring are considered here, based in each case on what is already known and the specific questions being asked. The first three categories are site-focused (e.g. park or horticultural nursery <italic>etc</italic>.): 1) water treatment efficacy testing; 2) recognized problem-specific testing (e.g. a recognized and diagnosed recurrent disease) &#x2013; monitoring epidemics in field situations or within controlled, perhaps inoculated experiments and trials; 3) &#x2018;health checks&#x2019; - testing storage tanks, gutters, irrigation lines and similar structures for contamination; 4) surveys &#x2013; testing water sources from collection ponds, rivers, open reservoirs, and lakes to puddles. This last category of testing could be site-focused, or consist of surveys of many locations, possibly over wide areas. Water testing techniques for oomycetes suit these categories of monitoring to different degrees, and often there are synergies to be gained from combining quite different techniques within a monitoring strategy (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Comparison of the effectiveness of water monitoring techniques for detecting, and evaluating oomycete populations in four different categories of monitoring and an assessment of the possible synergies from their combined use for these individual categories.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fhort-02-1210535-g002.tif"/>
</fig>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>Water treatment efficacy testing</title>
<p>For the first category of monitoring, probably the best approach to assessing the efficacy of water treatments <italic>in situ</italic> is the use of resuspension-colony plating and counting CFU (<xref ref-type="bibr" rid="B14">B&#xfc;ttner et&#xa0;al., 2014</xref>), as there is a need for sensitivity but not for a high degree of specificity. Treated and untreated water samples could also be sensitively monitored using ZTI or immuno-dipstick assays using more generic anti-oomycete antibodies than those used by <xref ref-type="bibr" rid="B17">Cahill and Hardham (1994a)</xref> or <xref ref-type="bibr" rid="B42">Gautam et&#xa0;al. (1999)</xref>, (<xref ref-type="bibr" rid="B93">Pettitt et&#xa0;al., 2002</xref>).</p>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>Local problem-specific testing</title>
<p>The second category of monitoring presents a more complex situation regarding the need for an initial diagnosis for <italic>in situ</italic> monitoring programs, which would pragmatically still involve a combination of cultural and molecular (metabarcoding) approaches to cast a broad net and minimize presumptive bias (<xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B79">Mora-Sala et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>). Depending on the complexity of the diagnosis, it may then be possible to proceed to quantification of inoculum in relation to the specific problem. Again, CFU counts can be used here if colony morphologies are distinctive enough, and ZTI or immuno-dipstick approaches may be workable, depending on the specificity of available antibodies. In many instances in this category of monitoring, it may not be essential to continuously monitor viability. In this case, depending on the availability of suitable primers, qPCR or even multiplex qPCR (<xref ref-type="bibr" rid="B116">Schena et&#xa0;al., 2006</xref>) would provide excellent, specific determinations of inoculum concentrations in samples. The assumption here is that this type of monitoring would require large numbers of samples, and currently the costs of using a metagenomics approach for this may prove cost-prohibitive. However, this situation should change as costs will likely reduce with the pace of developments.</p>
</sec>
<sec id="s3_2_3">
<label>3.2.3</label>
<title>&#x2018;Health checks&#x2019;</title>
<p>The third category of monitoring is generally concerned with sites like horticultural nurseries or gardens that can have complex irrigation rigs (or maybe just gutters for collecting rainwater) that need to be routinely examined for oomycete and other potential pathogens. This is a situation where metabarcoding, combined with either baiting or filtration-colony plating, would provide excellent information, but at the moderate to high intensity of sampling needed, again, might not be economic. Currently, this kind of monitoring is carried out using the same kind of culture-based methodologies as the first category of monitoring, often with the inclusion of generic culture media such as basic potato dextrose agar in addition to oomycete-selective media to crudely assess the &#x2018;background&#x2019; microbiota as well as oomycetes (<xref ref-type="bibr" rid="B14">B&#xfc;ttner et&#xa0;al., 2014</xref>).</p>
</sec>
<sec id="s3_2_4">
<label>3.2.4</label>
<title>Surveys</title>
<p>The fourth category of monitoring was, for a long time, only feasible using baiting and culturing methods (<xref ref-type="bibr" rid="B37">Erwin and Ribeiro, 1996</xref>). These were later supplemented and greatly improved by augmenting morphologically-based identifications with PCR and sequencing (<xref ref-type="bibr" rid="B44">Ghimire et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B43">Ghimire et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B102">Riolo et&#xa0;al., 2020</xref>). This methodology was further adapted for the monitoring of <italic>Phytophthora</italic> species in water by the extraction and nested PCR procedure of <xref ref-type="bibr" rid="B118">Scibetta et&#xa0;al. (2012)</xref> and has subsequently been revolutionized by the use metabarcoding and metagenomics procedures which offer high levels of accuracy, sensitivity and some measure of abundance or relative abundance of detected taxa (<xref ref-type="bibr" rid="B46">Green et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Green et&#xa0;al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Future possibilities</title>
<p>There is still much to learn about the ecology and diversity of oomycete species in water and despite continued enormous improvements in monitoring techniques there are still gaps in our knowledge especially relating to prevailing propagule types, their behavior and survival in different types of water environment. Culture-based and immunodiagnostic approaches to monitoring allow some level of propagule assessment and give the most reliable determinations of viability and potential aggressiveness, but lack specificity. DNA-based techniques provide high levels of specificity and with the ongoing improvements in the efficiency and economy of high throughput sequencing technologies, the levels of detection sensitivity and identification specificity and reliability using metagenomic techniques are set to rise. Improvements in analysis of results may also come from software advances, whilst prospecting for addition metagenomic loci to try and improve discrimination of specific taxonomic groups of interest. Also, more basic improvements may well be possible, such as the honing of DNA extraction techniques specifically for oomycetes from water samples or the adaptation of centrifugation techniques used for virus capture (<xref ref-type="bibr" rid="B14">B&#xfc;ttner et&#xa0;al., 2014</xref>), possibly to improve effective oomycete capture from more turbid water samples. More conventional methods still also have the potential to be honed for the monitoring of water samples, for example modifications to selective agar media for culture plates are capable of improving selectivity, whilst ongoing studies with soils show possibilities for the improved use of baiting techniques (<xref ref-type="bibr" rid="B112">Sarker et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>; <xref ref-type="bibr" rid="B113">Sarker et&#xa0;al., 2023b</xref>).</p>
<p>There are further useful examples for potential future water studies from work in soils, for instance changes in fungal and oomycete community composition have been successfully monitored using a metabarcoding approach (<xref ref-type="bibr" rid="B33">Del Castillo M&#xfa;nera et&#xa0;al., 2022</xref>) which demonstrated significant reductions in the abundance and diversity of oomycete pathogens in the rhizosphere of poinsettia crops as a result of reduced irrigation. Other studies show the power of these techniques: for example, in studies of fungal and oomycete communities in Holm oak soil, <xref ref-type="bibr" rid="B109">Ruiz G&#xf3;mez et&#xa0;al. (2019)</xref> examined some complex interactions and identified a strong correlation between the presence of a taxon of <italic>Trichoderma</italic> and a decline in the abundance of pathogenic <italic>Phytophthora</italic> spp.</p>
<p>This exciting work still needs to be complemented by the use of more established approaches, especially cultural techniques. Techniques such as baiting (e.g. <xref ref-type="bibr" rid="B64">La Spada et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B79">Mora-Sala et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B110">Sarker et&#xa0;al., 2023a</xref>), or possibly CFU plates (<xref ref-type="bibr" rid="B31">Davidson et&#xa0;al., 2008</xref>), are still key to establishing viability, testing pathogenicity and infectivity, examining morphological characteristics, and obtaining voucher specimens. Nevertheless, metabarcoding/metagenomic studies have obvious application to the monitoring and understanding of oomycete communities in free water, and possibly with the use of autonomous sampling technologies (<xref ref-type="bibr" rid="B120">Searcy et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B129">Truelove et&#xa0;al., 2022</xref>), a far greater understanding can be achieved of the spread of these specific inocula in time and space. These possibilities show the way for future work with sampling in depth and over time to evaluate and mitigate the risks of disease, and local and international pathogen spread.</p>
</sec>
</sec>
<sec id="s4" sec-type="author-contributions">
<title>Author contributions</title>
<p>The author confirms being the sole contributor of this work and has approved it for publication.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The author is grateful to Rory Queripel for their very helpful critique and discussion of the manuscript.</p>
</ack>
<sec id="s5" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s6" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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