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Research Article
Long-term changes in the prevalence of the crayfish plague pathogen and its genotyping in invasive crayfish species in Czechia
expand article infoMichaela Mojžišová, Jitka Svobodová§, Eva Kozubíková-Balcarová§, Eva Štruncová§, Robin Stift|, Michal Bílý, Antonín Kouba#, Adam Petrusek
‡ Charles University, Prague, Czech Republic
§ T.G. Masaryk Water Research Institute, Prague, Czech Republic
| University of Duisburg-Essen, Essen, Germany
¶ Czech University of Life Sciences Prague, Prague, Czech Republic
# University of South Bohemia in České Budějovice, Vodňany, Czech Republic
Open Access

Abstract

The widespread presence of North American alien crayfish in Europe is a major driver of native crayfish population declines, mainly because they are chronic carriers of the oomycete Aphanomyces astaci responsible for crayfish plague. Screening for the crayfish plague pathogen in host populations has become a common practice across Europe, but sampling usually covers spatial but not temporal variation. Our study focuses on the current situation in Czechia, where screening for A. astaci was first conducted in the mid-2000s. We provide data about the distribution and prevalence of this pathogen at almost 50 sites with three host crayfish: the spiny-cheek crayfish Faxonius limosus, signal crayfish Pacifastacus leniusculus, and marbled crayfish Procambarus virginalis. Among these sites were 20 localities that were resampled several years (usually more than a decade) after the original screening for A. astaci. We did not detect any A. astaci infection in two studied P. virginalis populations but documented several new hotspots of highly infected P. leniusculus in Czechia, and the first site with the coexistence of the latter with F. limosus. Our data suggest that despite some fluctuations, A. astaci prevalence in North American host populations generally does not tend to change significantly over time; we only observed two cases of a significant increase and one of a significant decrease. We no longer detected A. astaci in several originally weakly infected populations, but our data suggest it likely still persists in these areas and threatens native crayfish populations. At the single known site in the country where P. leniusculus and F. limosus coexist, we documented the presence of the same A. astaci genotype group in both crayfish species, likely due to interspecific transmission of the pathogen from the former host to the latter. However, genotyping of A. astaci in infected host individuals still supported the link between specific pathogen genotypes and crayfish hosts, suggesting that assessment of sources of mass mortalities from the pathogen genotyping is feasible in European regions where the mutual contact of different American crayfish species is uncommon.

Keywords

Aphanomyces astaci, infection prevalence, interspecific pathogen transmission, invasive crayfish distribution, microsatellite genotyping, mitochondrial haplogroups, qPCR genotyping

Introduction

Crayfish species native to Europe face numerous threats, such as habitat loss, deteriorating water quality, overfishing or predators, with various impacts in different regions of the continent (Souty-Grosset et al. 2006). However, the key reason for declines and local extinctions of European crayfish populations is the widespread presence of invasive non-native crayfish species of North American origin (Holdich et al. 2009; Richman et al. 2015). This is partly due to their superior competitive abilities (Lindqvist and Huner 1999; van Kuijk et al. 2021), but also because these crayfish are major chronic carriers of the oomycete Aphanomyces astaci, a pathogen causing crayfish plague. More information on various aspects of this disease is provided in several recent reviews (Jussila et al. 2015; Rezinciuc et al. 2015; Svoboda et al. 2017; Becking et al. 2022).

Three natural host species of A. astaci, the spiny-cheek crayfish Faxonius limosus, the signal crayfish Pacifastacus leniusculus and the red swamp crayfish Procambarus clarkii, have become particularly widespread throughout Europe, but several additional alien crayfish species of the North American genera Procambarus, Faxonius, Cambarellus and Australasian Cherax have been locally introduced as well (Holdich et al. 2009; Kouba et al. 2014; Weiperth et al. 2020). Procambarus clarkii and P. leniusculus have also been introduced to other continents (P. clarkii being the most widespread crayfish globally; Oficialdegui et al. 2020) and along with them the crayfish plague pathogen. The introduction and spread of A. astaci in new regions potentially threaten local crustacean populations, including native crayfish species (Peiró et al. 2016; Mrugała et al. 2017; Martín-Torrijos et al. 2018) and those introduced for aquaculture purposes (Hsieh et al. 2016; Putra et al. 2018).

Several studies have conducted surveys on the spatial distribution and/or prevalence of chronic A. astaci infections in North American crayfish populations (e.g., Sandstrӧm et al. 2014; Tilmans et al. 2014; James et al. 2017b). They have shown that the prevalence of A. astaci may substantially differ among species and regions as well as within regions (e.g., Tilmans et al. 2014; Maguire et al. 2016; Grandjean et al. 2017). Moreover, intensive screenings in localities of coexistence with the native noble crayfish Astacus astacus have suggested that not all North American crayfish populations host this pathogen (e.g., Schrimpf et al. 2013). Although host populations reaching 100% prevalence are no exception (e.g., Kozubíková et al. 2011a; Filipová et al. 2013), they usually exhibit much lower prevalence values, and individual infection loads tend to be low as well (e.g., Maguire et al. 2016; James et al. 2017b; Panteleit et al. 2019).

In addition, there have been a few attempts, using various methodological approaches, to evaluate whether the prevalence of A. astaci differs over time. Nylund and Westman (2000) and Jussila et al. (2017) estimated the pathogen prevalence in P. leniusculus populations from gross symptoms, i.e., the presence of melanised lesions; however, these symptoms or their absence do not always correspond to results of A. astaci molecular detection (Kozubíková et al. 2009). Matasová et al. (2011) examined temporal changes in A. astaci prevalence in three F. limosus populations over three to six years using molecular diagnostics. They did not observe significant temporal variation in one highly infected and one very lowly infected population. However, the prevalence of an intermediately infected population decreased below the detection level over six years (Matasová et al. 2011). Unfortunately, the extent of that study was rather limited (a single host species, few populations, and a moderate time scale), thus its results cannot be generalised.

In Central and Western Europe, the key crayfish plague reservoirs are invasive North American crayfish populations (Holdich et al. 2009), although chronic A. astaci infections have also been documented in some native European crayfish populations (reviewed in Svoboda et al. 2017) and in the Chinese mitten crab Eriocheir sinensis (Schrimpf et al. 2014; Svoboda et al. 2014). However, unlike in Turkey, Finland, or Eastern European countries (Svoboda et al. 2017), no cases of chronic infections in native crayfish species in the territory of Czechia have been documented, despite dedicated efforts (Mojžišová et al. 2020). Currently, two of the three main crayfish plague carriers in Europe (F. limosus, P. leniusculus) are widespread in this country (Kouba et al. 2014; Mojžišová et al. 2020), and asymptomatic infections by A. astaci in Czech populations of F. limosus, and to a lesser extent of P. leniusculus, have been well documented (Kozubíková et al. 2009, 2011a; Rusch et al. 2020). The third species, P. clarkii, has not yet been documented from the wild in Czechia. However, populations of the marbled crayfish Procambarus virginalis, another proven A. astaci carrier (Keller et al. 2014; Mrugała et al. 2015), have recently been documented in the country, presumably originating from ornamental aquaria (Patoka et al. 2016, and unpubl. data).

Although all three invasive crayfish documented from Czechia (F. limosus, P. leniusculus, P. virginalis) have been included in the list of invasive alien species of the European Union concern according to Regulation (EU) No 1143/2014, their spread in the country continues, either unaided (due to active dispersal along watercourses), or due to unauthorised human-mediated introductions. As a result, new populations of all three species are being discovered (see map in Mojžišová et al. 2020).

Given that North American crayfish species pose the greatest risk as vectors of crayfish plague, country-wide screenings for the presence of A. astaci in their populations have been performed in several countries. This study follows up the screening of Czech populations carried out more than a decade ago in pioneering studies that applied molecular diagnostics to study the distribution and prevalence of A. astaci in North American asymptomatic hosts (Kozubíková et al. 2006, 2009). In samples collected between 2004 and 2006, F. limosus populations showed great variability in A. astaci prevalence, reaching up to 100%, while P. leniusculus populations seemed to be infected less intensively, with prevalence not exceeding 37% (Kozubíková et al. 2009, 2011a). Since then, both species have expanded not only in the originally invaded areas, but also with numerous populations appearing in non-adjacent places, including areas bordering Austria, Germany and Poland (Štambergová et al. 2009; Mojžišová et al. 2020). Some of the newly reported borderland P. leniusculus populations, recently screened for A. astaci along with environmental DNA samples, have shown very high prevalence values (Rusch et al. 2020), in contrast to Czech populations examined previously. We presume that these highly infected populations could have been founded from sources other than the remaining Czech populations, possibly having their origin across the country border. Despite the limited distribution of P. leniusculus in Czechia and low A. astaci prevalences reported from most populations there, its importance as a local crayfish plague reservoir is also indicated by genotyping of A. astaci from crayfish plague outbreaks. Four mass mortalities of the native noble crayfish were caused by A. astaci genotypes assumed to originate from this host species (Kozubíková-Balcarová et al. 2014; M. Mojžišová, unpubl. data).

There is an assumption that distinct A. astaci genotype groups known from Europe are linked to their original North American crayfish carrier (for more details, see Ungureanu et al. 2020). Thus, various genotyping assays applicable on either axenic A. astaci cultures (Huang et al. 1994; Rezinciuc et al. 2014) or on mixed genome samples (e.g., Grandjean et al. 2014; Makkonen et al. 2018; Minardi et al. 2019; Di Domenico et al. 2021) should allow tracking the source of infection in crayfish plague outbreaks. Although a recent study using mtDNA sequencing has shown that A. astaci haplotypes are not host species-specific (Martín-Torrijos et al. 2021), these haplogroups likely include multiple strains that may differ from each other in variable nuclear markers targeted by other genotyping methods (e.g., RAPD: Huang et al. 1994; microsatellites: Grandjean et al. 2014) or in their physiological properties. Despite the increasing number of genotyping methods and studies applying them, there is still only limited data about A. astaci strains genotyped directly from North American crayfish hosts in Europe that would support the link between host species and pathogen strains co-introduced with them (reviewed in Ungureanu et al. 2020). On the contrary, some evidence for the interspecific transmission of A. astaci strains between North American hosts has been provided, both from captivity (Mrugała et al. 2015) and from the wild in the invaded range (James et al. 2017a).

Our study had thus three aims: (i) to update data about the A. astaci distribution and prevalence in Czechia including recently discovered alien crayfish populations; (ii) to investigate potential long-term temporal changes in A. astaci prevalence in populations of two alien crayfish species resampled after more than a decade; and (iii) to genotype A. astaci in representative host individuals from multiple populations to further test the assumption that distinct A. astaci genotypes causing crayfish plague outbreaks in Europe are specifically linked to their North American crayfish carriers.

Materials and methods

Crayfish sampling

A total of 448 individuals of F. limosus from 25 sampling sites, 487 individuals of P. leniusculus from 23 sampling sites, and 36 individuals of P. virginalis from two sampling sites collected in Czechia between 2016 and 2020 (Table 1) were analysed for A. astaci infections. Sampling took place from various habitats, both running waters (from small streams to larger rivers) and stagnant water bodies (fishponds, reservoirs, flooded quarries, and sandpits). The sampling sites included selected localities for which past data on A. astaci prevalence were available from samples collected between 2004 and 2012 (most of them published in Kozubíková et al. 2011a), as well as new sites with recently reported invasive crayfish. Some of the samples collected in 2017, indicated in Table 1, have already been analysed within a study focusing on the detection of crayfish and A. astaci presence from environmental DNA (Rusch et al. 2020).

Table 1.

Summary of the sampling sites and results of A. astaci detection in populations of alien crayfish species F. limosus, P. leniusculus and P. virginalis in Czechia from 2016 to 2020. Counts of individuals with agent levels above A0 (no traces of A. astaci DNA) are provided in parentheses. Genotyping of A. astaci was attempted for selected A. astaci-positive DNA isolates only, preferably exceeding 500 PFU. The pathogen was characterised by fragment analysis at microsatellite loci (Grandjean et al. 2014), sequencing of mitochondrial small (rnnS) and large (rnnL) ribosomal subunits (Makkonen et al. 2018) and by specific TaqMan qPCR genotyping assays (Di Domenico et al. 2021). German toponyms are provided in square brackets for transboundary watercourses. A. astaci prevalences in populations marked by asterisks have been previously reported in Rusch et al. (2020). Abbreviations: CI: confidence interval; SSR: multilocus genotype characterised by microsatellites; mtDNA: mitochondrial haplogroup; qPCR: genotype group determined by qPCR; NA: genotyping results from that method not available. More details on genotyping are provided in Suppl. material 1: Table S1.

Site no. Locality Region River basin Geographic coordinates Month of sampling Infected/ Analysed Prevalence (95% CI) Agent level SSR mtDNA qPCR
Faxonius limosus
1. quarry in Starý Klíčov Pilsen Berounka 49.3914°N, 12.9646°E Jun 2020 0 / 16 0% (0–21%)
2. Hracholusky reservoir* Pilsen Berounka 49.7976°N, 13.1024°E Aug 2017 2 / 10 20% (3–56%) A3 E NA E
3. Lipno reservoir South Bohemia Vltava 48.7395°N, 14.1015°E Aug 2017 8 / 23 35% (16–57%) A1(4), A2(2), A3(4), A5, A6 E e E
4. Barbora surface mine* Ústí Labe [Elbe] 50.6401°N, 13.7509°E Aug 2017 3 / 44 7% (1– 19%) A1(3), A2, A3(2) NA e NA
5. Zlonický brook Central Bohemia Vltava 50.2517°N, 13.9032°E Jul 2017 11 / 20 55% (32–77%) A1(2), A2(2), A3(9) E NA E
6. Vysokopecký pond Central Bohemia Berounka 49.6652°N, 13.9603°E Sep 2017 2 / 2 100% (16–100%) A2
Oct 2020 0 / 20 0% (0–17%)
7. Litavka (brook below the Vysokopecký pond) Central Bohemia Berounka 49.6661°N, 13.9628°E Jul 2020 0 / 15 0% (0–22%)
8. Ohře [Eger] river Ústí Labe [Elbe] 50.4510°N, 14.1623°E Sep 2017 6 / 20 30% (12–54%) A1, A2(3), A3(3)
9. Vltava river (Podbaba) Prague Vltava 50.1183°N, 14.3931°E Sep 2017 5 / 7 71% (29–96%) A1, A3(5)
10. Vltava river (Roztoky) Central Bohemia Vltava 50.1454°N, 14.3974°E Sep 2018 10 / 10 100% (69–100%) A2(2), A3(7), A4 E e E
11. Berounka river Central Bohemia Berounka 49.9803°N, 14.3623°E May 2018 9 / 20 45% (23–68%) A2(2), A3(3), A4(4) E e E
12. Vltava river under the Kořensko reservoir South Bohemia Vltava 49.2397°N, 14.3778°E Aug + Sep 2019 21 / 22 95% (77–100%) A2(2), A3(9), A4(10) E e E
13. Malše river (České Budějovice) South Bohemia Malše [Maltsch] 48.9752°N, 14.4709°E Jul 2020 10 / 10 100% (69–100%) A2, A3(7), A4(2) NA e E
14. Zlatá stoka channel* South Bohemia [Lainsitz] 49.0655°N, 14.6809°E Sep 2018 1 / 8 13% (0–53%) A1(2), A3
15. Baraba sandpit (Cítov) Central Bohemia Labe [Elbe] 50.3664°N, 14.4346°E Aug 2019 0 / 20 0% (0–17%)
16. Labe [Elbe] river (Kly)* Central Bohemia Labe [Elbe] 50.3109°N, 14.4961°E Jun 2017 6 / 17 35% (14–62%) A1, A2, A3(3), A4(2) E e E
17. Kojetice quarry* Central Bohemia Labe [Elbe] 50.2401°N, 14.5149°E Aug 2017 14 / 20 70% (46–88%) A1(3), A2(14)
18. Konopišťský brook Central Bohemia Sázava 49.8401°N, 14.6795°E Oct 2018 13 / 20 65% (41–85%) A1(3), A2(6), A3(7) E NA E
19. Pšovka brook (Střemy) Central Bohemia Labe [Elbe] 50.3869°N, 14.5439°E Jun + Jul 2020 0 / 20 0% (0–17%)
20. Pšovka brook (Harasov)* Central Bohemia Labe [Elbe] 50.4107°N, 14.5686°E Aug 2017 3 / 15 20% (4–48%) A2
21. Proboštská jezera sandpit Central Bohemia Labe [Elbe] 50.1994°N, 14.6573°E Jul 2020 2 / 19 11% (1–33%) A2, A3
22. Výmola brook (confluence with the Elbe) Central Bohemia Labe [Elbe] 50.1696°N, 14.7934°E Sep 2017 0 / 20 0% (0–17%)
23. Brno reservoir South Moravia Dyje [Thaya] 49.2390°N, 16.5092°E Jul 2020 8 / 20 40% (19–64%) A1(6), A2(6), A3(2)
24. Prudník brook Moravia-Silesia Odra [Oder] 50.2982°N, 17.7437°E Aug 2020 10 / 10 100% (69–100%) A2, A3(7), A4(2) E e E
Site with syntopic F. limosus (F) and P. leniusculus (P)
25. Malý Klikovský pond South Bohemia Lužnice [Lainsitz] 49.0971°N, 15.1433°E Jun 2020 F: 1 / 13 8% (0–36%) A1, A4 B b B
P: 1 / 20 5% (0–25%) A4 B b B
Pacifastacus leniusculus
26. Kouba [Chamb] brook Pilsen Danube [Donau] 49.3120°N, 13.0075°E Jul 2019 0 / 20 0% (0–17%)
27. Liščí brook Pilsen Danube [Donau] 49.3138°N, 13.0180°E Sep 2017 0 / 20 0% (0–17%)
28. Křesanovský brook South Bohemia Otava 49.0605°N, 13.7582°E Sep 2016 0 / 22 0% (0–15%)
29. Blanice river South Bohemia Otava 49.1550°N, 14.1710°E Sep 2020 0 / 20 0% (0–17%)
30. Malše [Maltsch] river (country border)* South Bohemia Malše [Maltsch] 48.6146°N, 14.5279°E Aug 2017 16 / 20 80% (56–94%) A1(3), A2(8), A3(8) B b NA
31. Pěněnský pond South Bohemia Lužnice [Lainsitz] 49.0988°N, 15.0412°E May 2018 2 / 20 10% (1–32%) A1, A2, A3 B NA NA
32. Dračice brook [Kastenitzer Bach]* South Bohemia Lužnice [Lainsitz] 49.0056°N, 15.0951°E Aug 2017 20 / 20 100% (83–100%) A3(18), A4, A5 B b B
33. Kačležský pond South Bohemia Lužnice [Lainsitz] 49.0938°N, 15.0934°E May 2018 1 / 20 5% (0–25%) A2
34. Žďárka brook* Vysočina Dyje [Thaya] 49.3713°N, 15.8569°E Aug 2017 0 / 28 0% (0–12%)
35. Staviště brook* Vysočina Sázava 49.5672°N, 15.9448°E Aug 2017 0 / 42 0% (0–8%)
36. Oslava river* Vysočina Dyje [Thaya] 49.4201°N, 15.9864°E Apr + Aug 2017 0 / 20 0% (0–17%)
37. Prchal pond Vysočina Dyje [Thaya] 49.3907°N, 15.9967°E Mar 2017 0 / 16 0% (0–21%)
38. Šípský brook Vysočina Dyje [Thaya] 49.3738°N, 16.0593°E Aug 2020 0 / 20 0% (0–17%)
39. Stržek pond Vysočina Dyje [Thaya] 49.3782°N, 16.0840°E Sep 2020 0 / 19 0% (0–18%)
40. Dolní Tis pond Vysočina Dyje [Thaya] 49.4366°N, 16.0985°E Apr 2017 0 / 9 0% (0–34%) A1
41. Spustík pond Vysočina Dyje [Thaya] 49.3829°N, 16.1308°E Sep 2020 0 / 20 0% (0–17%)
42. brook next to Ráček I pond Pardubice Dyje [Thaya] 49.6688°N, 16.3339°E Jul 2020 0 / 20 0% (0–17%)
43. Besének brook South Moravia Dyje [Thaya] 49.4102°N, 16.4171°E Oct 2018 0 / 20 0% (0–17%)
44. Divoká Orlice river Pardubice Labe [Elbe] 50.0941°N, 16.4598°E Jul 2020 0 / 20 0% (0–17%)
45. Bobrava river South Moravia Dyje [Thaya] 49.1089°N, 16.6198°E Oct 2018 16 / 20 80% (56–94%) A2(8), A3(7), A4 NA b B
49.1090°N, 16.6116°E Aug 2020 14 / 20 70% (46–88%) A1(2), A2(11), A3(2), A4
46. Morava river Olomouc Morava [March] 49.3531°N, 17.3204°E Oct 2019 0 / 14 0% (0–23%)
47. Trňák brook Zlín Morava [March] 49.2131°N, 17.4020°E Oct 2018 0 / 16 0% (0–21%)
Procambarus virginalis
48. Vršíček pond Ústí Labe [Elbe] 50.5536°N, 13.8264°E Sep 2019 0 / 6 0% (0–46%)
Aug + Sep 2020 0 / 15 0% (0–22%)
49. Prostřední pond Prague Vltava 50.1495°N, 14.4401°E Sep + Oct 2020 0 / 15 0% (0–22%)

Crayfish specimens were collected manually or by trapping, and then preserved in 96% ethanol or deep-frozen and stored at –80 °C until further processing. We aimed to analyse 20 individuals per population, but this number sometimes could not be obtained due to low capture success, in which case we processed all available individuals. When more material from a given site was available, we occasionally analysed additional specimens to obtain more precise prevalence estimates for some populations. The number of individuals analysed per site thus ranged from five to 44 (Table 1).

Molecular detection of A. astaci

Crayfish tissues tested for A. astaci presence comprised soft abdominal cuticle and uropods; the telson was also processed from individuals with body length below 5 cm. These were homogenised by crushing after immersion in liquid nitrogen, as described in Oidtmann et al. (2006) and Kozubíková et al. (2008). DNA was extracted from up to 50 mg of the homogeneous mixture with the DNeasy tissue kit (Qiagen, Hilden, Germany) following the manufacturer’s protocol. Two negative controls consisting of 50 μl of nuclease-free water were included in each DNA extraction batch. One was kept open during manipulation with the samples to check for potential airborne laboratory contamination, another was closed to check for potential contamination of reagents. No trace of A. astaci DNA was detected in negative controls.

For detection of A. astaci DNA, TaqMan Minor Groove Binder (MGB) quantitative PCR (qPCR) was used on an iCycler iQ5 thermal cycler (Bio-Rad Laboratories, Hercules, CA, USA). The assay targeting the internal transcribed spacer 1 (ITS) in the nuclear ribosomal gene cluster was performed according to Vrålstad et al. (2009) with minor adjustments to increase specificity (as in Svoboda et al. 2014). It has been recently demonstrated that this assay cross-reacts with Aphanomyces fennicus, an oomycete related to A. astaci isolated from noble crayfish in Finland (Viljamaa-Dirks and Heinikainen 2019). Nevertheless, A. fennicus has not yet been reported from Central Europe, and its presence was not confirmed in any of our qPCR-positive samples that were characterised by other molecular markers allowing differentiation of A. fennicus and A. astaci (i.e., mtDNA sequencing, Makkonen et al. 2018; qPCR genotyping, Di Domenico et al. 2021). We thus interpreted positive signals in the qPCR-based screening of DNA isolates from North American host crayfish as A. astaci infections.

The qPCR results were evaluated using iQ5 Optical System Software version 2.0 (Bio-Rad). As the results might be biased in cases of inhibition of the PCR reaction, approx. 25% of DNA isolates were randomly selected from each population, 10-fold diluted and analysed once more for the presence of A. astaci DNA (Vrålstad et al. 2009; Kozubíková et al. 2011a). No sign of significant PCR inhibition was observed in any samples for which dilutions were performed.

As a positive control, we used a 251-bp long synthetically assembled DNA fragment with a sequence identical to the region of A. astaci internal transcribed spacer containing both primer and probe binding sites. Four standards of known concentration of the target DNA (a serial four-fold dilution with the starting concentration of 5.01×105 PFU) were used to quantify pathogen DNA in PCR-forming units (PFU) in a reaction according to Vrålstad et al. (2009). PFU values were used as a basis for the determination of semiquantitative levels (A0–A7), where agent levels A0 (PFU = 0) and A1 (PFU ≤ 5) were not considered A. astaci-positive (Vrålstad et al. 2009; Kozubíková et al. 2011a).

The A. astaci prevalence in analysed crayfish specimens from each locality and 95% confidence intervals were calculated in R v. 4.0.2 (R Core Team, 2020) using the function “epi.conf” from the library epiR (Stevenson et al. 2021). A potential significant change in prevalence between samples analysed before 2013 and the most recently collected ones from the same locality were compared by Fisher’s exact test using the function “fisher.test”. To correct for the effect of multiple testing, p-values were adjusted by Holm-Bonferroni method using the “p.adjust” function (Table 2).

Table 2.

Comparison of A. astaci prevalence in F. limosus and P. leniusculus populations screened before 2013 and recently. If intermediate time points are shown, only the oldest with the newest are compared statistically. Significant changes in prevalence are highlighted in bold, p-values are given after Holm-Bonferroni correction for multiple testing. Site no.: Sampling site numbers as in Table 1. CI: confidence interval; NA: data not compared statistically due to a low number of individuals in old samples.

Site no. Locality Month, Year Infected/ Analysed Prevalence (95% CI) p-value
Faxonius limosus
1 Lomeček quarry (Starý Klíčov) Mar 2006† 1 / 40 2.5% (0–13%) 1
Jun 2020 0 / 16 0% (0–21%)
2 Hracholusky reservoir Jun 2006† 3 / 20 15% (3–38%) 1
Aug 2017 2 / 10 20% (3–56%)
4 Barbora surface mine Oct 2005† 0 / 2 0% (0–84%) NA
Aug 2017 3 / 44 7% (1–19%)
7 Litavka brook Sep 2013§ 0 / 6 0% (0–46%) NA
Jul 2020 0 / 15 0% (0–22%)
8 Ohře river¶ Oct 2008‡ 3 / 7 43% (10–82%) NA
Sep 2017 6 / 20 30% (12–54%)
12 Vltava river near Kořensko reservoir# Apr 2004† 2 / 3 67% (9–99%) NA
Aug + Sep 2019 21 / 22 95% (77–100%)
13 Malše river (České Budějovice) Sep 2005 3 / 12 25% (6–57%) 0.009
Jul 2020 10 / 10 100% (69–100%)
15 Baraba sandpit (Cítov) Oct 2005 + Jan 2007† 2 / 10 20% (3–56%) 1
Aug 2019 0 / 20 0% (0–17%)
17 Kojetice quarry Aug 2006† 3 / 20 15% (3–38%) 0.02
Aug 2017 14 / 20 70% (46–88%)
19 Pšovka brook (Střemy) Jun 2005† 11 / 18 61% (36–83%) 0.0005
Jun + Jul 2020 0 / 20 0% (0–17%)
20 Pšovka brook (Harasov) 2012 – 2013§ 0 / 18 0% (0–19%) 1
Aug 2017 3 / 15 20% (4–48%)
21 Proboštská jezera sandpit Sep 2005† 6 / 17 35% (14–62%) 1
Oct 2019 0 / 7 0% (0–41%)
Jul 2020 2 / 19 10.5% (1–33%)
24 Prudník brook Oct 2006† 11 / 11 100% (72–100%) 1
Aug 2020 10 / 10 100% (69–100%)
Pacifastacus leniusculus
26 Kouba brook May 2006† 1 / 11 9% (0–41%) 1
Jul 2019 0 / 20 0% (0–17%)
29 Blanice river Sep – Oct 2006† 2 / 8 25% (3–65%) 1
Sep 2020 0 / 20 0% (0–17%)
35 Staviště brook Jul 2012‡ 2 / 6 33% (4–77%) NA
Aug 2017 0 / 42 0% (0–8%)
38 Šípský brook Jun 2010‡ 0 / 10 0% (0–31%) 1
Aug 2020 0 / 20 0% (0–17%)
39 Stržek pond Oct 2006† 2 / 20 10% (1–32%) 1
Sep 2020 0 / 19 0% (0–18%)
41 Spustík pond Oct 2006† 2 / 13 15% (2–45%) 1
Aug 2008‡ 0 / 10 0% (0–31%)
Sep 2020 0 / 20 0% (0–17%)
42 Ráček pond system†† Apr + Oct 2006† 2 / 23 9% (1–28%) 1
Jul 2020 0 / 20 0% (0–17%)

Aphanomyces astaci genotyping

Three molecular assays allowing to assign A. astaci strains to genotype groups in mixed-genome samples – microsatellite genotyping (Grandjean et al. 2014), mtDNA sequencing (Makkonen et al. 2018), and qPCR-based genotyping (Di Domenico et al. 2021) – were performed on 20 selected chronically infected crayfish individuals from 18 sampling sites (Suppl. material 1: Table S1). These included representatives of both species from the only known Czech locality where F. limosus coexists in syntopy with P. leniusculus. In addition to recently sampled sites, we also analysed DNA isolates from individuals representing three earlier-studied F. limosus populations: Jickovický brook sampled in 2004 (Kozubíková et al. 2006), Pšovka brook sampled in 2005, and Prudník brook sampled in 2006 (Kozubíková et al. 2009). Another F. limosus individual collected from the last-mentioned site in 2020 was genotyped to check whether the presence of the genotype is consistent over time.

Infected North American crayfish tend to have relatively low A. astaci agent levels (e.g., James et al. 2017a), which may reduce the success of pathogen genotyping. Amplification of the target DNA fragments for available genotyping methods is usually successful for isolates with agent levels A4 and higher (over 1000 PFU as determined in the ITS-based qPCR detection of the pathogen) and for some isolates of the A3 level (Grandjean et al. 2014; Makkonen et al. 2018; Di Domenico et al. 2021). Therefore, we primarily selected DNA isolates from highly infected hosts (agent level A4 and higher) for the genotyping. We also used A3-level isolates (PFU ranging between 225 and 887) from seven localities, and attempted to increase their genotyping success by concentrating DNA by precipitation with the GlycoBlue Coprecipitant (Thermo Fisher Scientific, Invitrogen). The initial isolate volume before precipitation differed between ca 120 and 160 µl, depending on the sample availability, but each precipitated sample was diluted to a final volume of 50 μl. To save DNA isolates for genotyping, A. astaci DNA concentration was not quantified in those samples after the precipitation step. However, qPCR quantification of A. astaci ITS in other DNA isolates used in the preliminary evaluation of the suitability of this method indicated an up to fourfold increase of target DNA concentration.

Microsatellite genotyping: Variation at nine microsatellite loci was analysed to determine A. astaci multilocus genotypes and assign them to genotype groups as described in Grandjean et al. (2014) and amended in Mojžišová et al. (2020). Amplification using the QIAGEN Multiplex PCR Kit (Qiagen, Hilden, Germany) followed the original protocol, but was performed separately for each locus to improve genotyping success. Fragment analysis was performed on a 3130xl Genetic Analyzer (Applied Biosystems, Foster City, CA, USA), and allele sizes were determined in GeneMarker software version 1.95 (SoftGenetics LLC, State College, PA, USA). The results were compared with reference A. astaci genotypes (Grandjean et al. 2014; Mojžišová et al. 2020), in particular those originating from studies by Huang et al. (1994), Diéguez-Uribeondo et al. (1995) and Kozubíková et al. (2011b). In case of a failure to amplify some of the microsatellite loci, the given isolate was tentatively assigned to a likely genotype group if successfully scored microsatellite markers (at least three informative loci) allowed differentiating among known A. astaci multilocus genotypes (Suppl. material 1: Table S1). These tentative assignments were subsequently compared with the results of the remaining genotyping methods.

Sequencing of mtDNA markers: Mitochondrial small (rnnS) and large (rnnL) ribosomal subunits of A. astaci were amplified and sequenced according to the protocol of Makkonen et al. (2018). The amplified fragments were sequenced in both directions on a 3500 Genetic Analyzer (Applied Biosystems), chromatograms edited in Chromas 2.6 (Technelysium, Brisbane, Australia), and the obtained sequences compared with the publicly available reference sequences of known A. astaci haplotypes (Makkonen et al. 2018; Martín-Torrijos et al. 2018).

qPCR-based genotyping: Genotyping by qPCR targeting five anonymous nuclear markers as described in Di Domenico et al. (2021) was performed on an iCycler iQ5 thermal cycler (Bio-Rad Laboratories, Hercules, CA, USA). The qPCR assay followed the original protocol with only minor alterations. The assay for genotype groups B and E were run together in duplex reactions instead A/B and E/D, and the PCR cycling conditions were the same as for A. astaci detection described above, except for the annealing temperature, which was set to 60 °C. The results were evaluated using iQ5 Optical System Software version 2.0 (Bio-Rad).

Results

Distribution of A. astaci infections

A substantial difference in the proportion and spatial distribution of A. astaci-positive populations was observed among the tested non-native crayfish species in Czechia (Table 1, Fig. 1). Whilst no trace of the crayfish plague pathogen DNA was detected in either of the two tested P. virginalis populations, A. astaci was confirmed in 18 out of 25 sampling sites with F. limosus (72%), and in six out of 23 sites with P. leniusculus (26%).

Figure 1.

Distribution of populations of invasive crayfish in Czechia screened for Aphanomyces astaci infection between 2017 and 2020. The shape of the symbol distinguishes host species. Populations where the pathogen was detected are marked by symbols with a full red border, those without A. astaci detection by a black dotted border. The fill colour indicates the pathogen genotype group (dark green: group B; yellow: group E). Site no. 25 is the only locality with a known co-occurrence of F. limosus and P. leniusculus, genotype group B was detected in both host species there.

When the crayfish plague pathogen was detected, the proportion of infected individuals among those tested ranged from 5 to 100% in populations of both host species (but note the wide confidence intervals of the prevalence estimate; Table 1). The individual pathogen load usually reached low to moderate agent levels (A2–A4; Table 1). We did not confirm the presence of A. astaci in four populations of F. limosus, 17 populations of P. leniusculus, or either population of P. virginalis (in most cases, 20 host individuals were tested per population). In all but one case, the qPCR assay revealed no trace of A. astaci DNA (agent level A0) in isolates from those populations. An exception was a DNA isolate from one P. leniusculus individual from the Dolní Tis fishpond (site no. 40), in which a potential presence of A. astaci DNA in trace amounts was indicated (agent level A1, conservatively interpreted as negative according to the original recommendations by Vrålstad et al. 2009).

In cases of F. limosus, populations with confirmed A. astaci infections were scattered across the whole country (Fig. 1). Those sampled from large rivers (Elbe, Vltava, and their major tributaries) were mostly infected. Some of the populations from isolated standing water bodies (quarries, sandpits) were infected and some were not, without any apparent spatial pattern. In contrast, recent unambiguous infections of P. leniusculus were all restricted to the southern part of the country. In a single locality where both North American invasive species co-occurred (site no. 25), the infection was confirmed in one individual of each host, at a moderate agent level (A4). Interestingly, two of three P. leniusculus populations with particularly high A. astaci prevalence (exceeding 75%) were located in the immediate vicinity of the border with Austria (sites 30 and 32; Fig. 1).

Temporal changes in A. astaci prevalence

A slight decrease in A. astaci prevalence was frequently observed over time, in a total of 13 F. limosus and seven P. leniusculus populations re-examined after several years. However, these changes were usually not significant when the number of tested individuals was considered (Table 2). A significant change in A. astaci prevalence was observed in only three F. limosus populations (Table 2). Specifically, a decrease from 61% to below the detection level in the Pšovka brook near Střemy (site no. 19), already reported by Matasová et al. (2011), was confirmed by additional sampling in 2020. In contrast, a significant increase of A. astaci prevalence was observed in populations from the Malše river in České Budějovice (site no. 13; from 25% in 2005 to 100% in 2020) and a flooded quarry in Kojetice (site no. 17; from 15% in 2006 to 70% in 2017).

Furthermore, contrasting results of A. astaci detection were obtained from the F. limosus population in the Vysokopecký pond (site no. 6; Table 1). Two individuals were obtained from that locality in 2017, both weakly infected by A. astaci (agent level A2). However, when additional crayfish were collected there three years later for analysis of a larger sample (to improve the pathogen prevalence estimate), no traces of A. astaci DNA were detected either in 20 individuals from that pond or in 15 individuals from the Litavka brook just below the outflow from the pond.

Aphanomyces astaci genotyping

By combining available information from the three applied genotyping methods, we successfully assigned A. astaci to a genotype group and/or haplogroup for all 20 tested host crayfish individuals (see details in Suppl. material 1: Table S1). The success rate of the methods nevertheless varied. All three genotyping methods were successful for all six isolates exceeding 5500 PFU in the qPCR-based A. astaci detection (although all nine microsatellite markers were scored for three of them only). With decreasing concentrations of target DNA in the isolates, it became increasingly common that genotyping failed for some of the methods (see Suppl. material 1: Table S1). Assignment by all three genotyping methods was possible for nine cases and by two methods in seven cases. In four cases, only one of the genotyping methods was successful. When results from multiple methods were available, they were always congruent; this was the case also when a tentative assignment to a genotype group was based on a limited number of microsatellite loci. It is noteworthy that even when an insufficient number of informative microsatellite loci were scored, the observed microsatellite allele sizes never contradicted results from other genotyping methods.

Genotyping of A. astaci was successful for all the isolates precipitated by GlycoBlue, in which the original agent levels in the sample were low (agent level A3). For four of these, results of two methods were available; for the remaining three, only one of the genotyping methods succeeded, without any consistent pattern (Table 1; Suppl. material 1: Table S1).

Out of 14 sampling sites with F. limosus, molecular markers corresponding to A. astaci genotype group E were detected in 13 cases. These represented localities across the whole invaded range of that species within Czechia (Fig. 1). In the Prudník brook (site no. 24), the same genotype group was confirmed both in 2006 and 2020 (Suppl. material 1: Table S1). However, at the site where F. limosus coexisted in syntopy with P. leniusculus (Malý Klikovský pond, site no. 25), genotype group B was confirmed in the infected F. limosus individual by all three molecular methods applied (Table 1, Fig. 1). Genotyping of A. astaci in infected individuals of P. leniusculus revealed in all cases the genotype group B; this also included an individual coexisting with F. limosus in the Malý Klikovský pond (Table 1, Fig. 1).

Discussion

Our data, extending the pilot study by Matasová et al. (2011), evaluated for the first time long-term changes in the prevalence of the crayfish plague pathogen in chronically infected invasive crayfish species on larger temporal and spatial scales. We statistically compared A. astaci prevalence in 14 sampling sites with P. leniusculus and F. limosus after more than ten years, and screened new sites with the documented presence of alien crayfish. Consistently with previous studies (Kozubíková et al. 2009, 2011a), the proportion of infected populations and prevalence values tended to be higher for F. limosus than for P. leniusculus. However, several hotspots of infected P. leniusculus were recently discovered in the country.

In our study, significant changes in A. astaci prevalence after a decade were observed only infrequently. Some fluctuations of A. astaci prevalence may reflect seasonality (Matasová et al. 2011), changes in host population density, or possibly the stress level to which the crayfish hosts are exposed. This might have caused the highly significant increases in A. astaci prevalence observed in two previously studied F. limosus populations. In several previously crayfish populations with low prevalences and infection levels (Kozubíková et al. 2011a), we no longer detected any trace of A. astaci DNA; however, the wide overlap of prevalence confidence intervals (see Table 2) indicates that the pathogen presence cannot be ruled out, and the decrease of prevalence was not significant in such cases.

A significant decrease to below the detection level in the F. limosus population from the Pšovka brook, already reported by Matasová et al. (2011), thus remains a notable exception. That study indicated a decrease in the prevalence of A. astaci to below the detection limit over six years (2004–10), and we did not detect A. astaci in the same brook stretch even a decade later (Table 2). Several kilometres upstream from that area, close to a zone where F. limosus was getting into contact with A. astacus as this latter species recolonised the stream, no A. astaci was detected in 2012 and 2013 (Kozubíková-Balcarová et al. 2014). However, we recently found A. astaci infections in three out of 15 tested F. limosus individuals there (Table 1; Rusch et al. 2020), indicating that the pathogen continues to persist within the host population and thus is an ongoing threat to native crayfish. In fact, a sudden disappearance of A. astacus from a several-km-long stretch of the brook upstream of the contact zone was observed by local conservation authorities in autumn 2021 (L. Beran, pers. comm.), presumably due to an unreported crayfish plague outbreak, as predicted by Kozubíková-Balcarová et al. (2014). Therefore, any presumed disappearance of the pathogen from a previously infected host population should be considered with caution.

To obtain more reliable data about the occurrence of A. astaci in populations where the pathogen prevalence may be low, very high numbers of individuals per population need to be examined (see Schrimpf et al. 2013). Negatively tested individuals in the low dozens per site, as in our present study, cannot prove the absence of the pathogen. One example of a likely underestimation of A. astaci occurrence may be the Vysočina region (sites no. 34 to 41 in Fig. 1, Table 1), the area of the first successful introduction of P. leniusculus to the Czech territory (Filipová et al. 2006). We did not reliably confirm the pathogen in recently collected samples from anywhere in this region, including populations with a previously reported A. astaci presence (Table 2; Kozubíková et al. 2011a). Although this may possibly represent a long-term regional decrease of A. astaci prevalence, disappearance of the pathogen from the entire region is highly unlikely. In this context, it should be noted that in one out of nine crayfish individuals from the newly screened population in the Dolní Tis fishpond (site no. 40), a trace amount of A. astaci DNA was consistently detected (Table 1).

An extreme case where the absence of A. astaci detection likely represents a false negative result at the whole-population level might be the Vysokopecký pond (site no. 6). There, we confirmed the infection in two F. limosus individuals in 2017, but three years later no trace of A. astaci DNA was detected either in 20 individuals from the pond or in 15 individuals from the adjacent Litavka brook (Table 1). The long-term presence of the pathogen in the brook may be nevertheless assumed, as a crayfish plague outbreak caused by A. astaci genotype group E was confirmed in the section just below the Vysokopecký pond in 2011 (Kozubíková-Balcarová et al. 2014)

A contrasting difference between older and more recent samples, but in the opposite direction, was also observed in the Bobrava river in the south-eastern part of the country (site no. 45). Consistently high A. astaci prevalence (≥70%) in P. leniusculus was detected there in 2018 and 2020 (Table 1), but the pathogen was not detected by qPCR in 10 individuals collected approx. 12 km upstream in 2010 (E. Kozubíková-Balcarová, unpubl. data). Genotyping of the pathogen in P. leniusculus from this river confirmed the genotype group B, which is generally associated with this host species. Corresponding strains have been repeatedly isolated and/or genotyped from P. leniusculus originating in the USA (Huang et al. 1994; Makkonen et al. 2019) as well from individuals collected across its invaded range in Europe (reviewed in Ungureanu et al. 2020). Considering that the nearest locality to the Bobrava river known to host crayfish infected by A. astaci is inhabited by F. limosus (site no. 23, located within the same river basin), we presume that the long-term persistence of A. astaci in its original P. leniusculus host is a likely explanation for its recent confirmation in the Bobrava.

Genotype group B was also confirmed in all other genotyped individuals of P. leniusculus from Czech localities (Fig. 1). Populations of that species with sufficient infection levels to allow genotyping were located only in the southern part of the country. Except for the Bobrava river mentioned above, all those localities are close to the state border with Austria (in two cases, in the immediate vicinity). According to the species occurrence database of the Nature Conservation Agency of the Czech Republic (accessed 12/2021), they were all discovered after 2010. Nevertheless, A. astaci had likely been spreading from P. leniusculus to native crayfish earlier: four mass mortalities of native A. astacus caused by genotype group B have been confirmed in various regions of Czechia (Kozubíková-Balcarová et al. 2014; M. Mojžišová, unpubl.). The first was reported in 2007 from the tributary of Pěnenský pond (site no. 31), in which we confirmed the presence of infected P. leniusculus and genotyped the pathogen only a decade later.

In all but one case, we identified A. astaci genotypes that were expected to be found in European populations of their respective North American crayfish carriers (Fig. 1, Table 1). This indicates that original sources of the pathogen in crayfish mass mortalities can be reasonably assumed from genotyping results in regions where the coexistence of different North American invasive hosts is uncommon or absent. However, in a single locality in Czechia where the syntopic presence of P. leniusculus and F. limosus was discovered in 2020 (Malý Klikovský pond; site no. 25), we unambiguously identified A. astaci genotype group B in both host species. This indicates a likely interspecific transmission of A. astaci from P. leniusculus to F. limosus, as in a previously reported case from the UK where the recipient taxon was a member of the virile crayfish species complex, Faxonius cf. virilis (James et al. 2017a). Regions where multiple invasive A. astaci carriers coexist or may come into contact, such as the Netherlands (Tilmans et al. 2014) and Hungary (Weiperth et al. 2020), may thus yield hardly predictable host taxon – pathogen genotype combinations, making it difficult to track the origin of possible crayfish plague outbreaks.

Our experience with the inconsistent success of the applied genotyping methods confirms that characterising A. astaci genotypes chronically infecting their original carriers is challenging, and various methodological approaches may complement each other. In the relatively rare cases when a heavy infection of an American host is observed, all genotyping methods are likely to succeed. In already preserved material, increasing the pathogen DNA concentration in the isolate, such as with the use of the GlycoBlue Coprecipitant in our study, may increase the chance for successful genotyping. Alternatively, when live crayfish are available, the growth of the pathogen may be enhanced by their exposure to stress (as in Kozubíková et al. 2011b) or by analysis of host moults, which seems particularly promising (Martín-Torrijos et al. 2021).

Our data suggest that long-term significant changes in A. astaci prevalence in its North American hosts were not common within the studied populations. In several originally weakly infected populations (in particular of P. leniusculus) we no longer detected the pathogen, but it is likely that it persists in the area. The re-appearance of infected F. limosus individuals in the Pšovka brook (moreover, associated with the recent disappearance of susceptible A. astacus from an adjacent section of the brook) confirms that A. astaci prevalence at low levels (<5%) still poses a threat to local native crayfish. The preventive rescue transfer of A. astacus from the Pškovka to another local watershed without alien crayfish (Kozubíková-Balcarová et al. 2014) was apparently a timely measure that contributed to the species conservation in the region. However, highly infected populations of invasive crayfish (and nearby populations of the susceptible native species) should be prioritised in any management strategies. In this context, the apparent cross-border invasion by strongly infected P. leniusculus, likely of different origin from the long-established weakly infected populations of that species in Czechia, is of particular concern.

Despite evidence of the apparent interspecific transmission of A. astaci from P. leniusculus to F. limosus at one site, our results generally support the link between specific pathogen genotypes and particular North American crayfish hosts invading European waters. This suggests that A. astaci genotyping is a relevant approach to tracking of sources of the pathogen in crayfish plague outbreaks in Central and Western European countries. Overall, our study highlights the importance of routine country-wide screening for relevant aquatic wildlife pathogens as an integral part of relevant conservation strategies. In the case of A. astaci, the screening accuracy might be improved by combining the analyses of host tissues and environmental DNA (e.g., Rusch et al. 2020; Troth et al. 2020; Sieber et al. 2022).

Acknowledgements

We thank all colleagues who helped providing the samples, in particular Jiří Hladovec and Jiří Patoka, and the Nature Conservation Agency of the Czech Republic for access to the species occurrence database. This study was funded by the Technology Agency of the Czech Republic [project no. TH02030687] and Charles University [project SVV 260436]. JS, EK-B and AP conceived the project. JS, EK-B, EŠ, AP, MB, AK and MM collected material (with additional assistance), MM, EK-B and RS performed laboratory analyses. MM and AP wrote the draft, which was then commented by all other co-authors.

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Supplementary material

Supplementary material 1 

Table S1

Michaela Mojžišová, Jitka Svobodová, Eva Kozubíková-Balcarová, Eva Štruncová, Robin Stift, Michal Bílý, Antonín Kouba, Adam Petrusek

Data type: genotyping

Explanation note: Detailed results of Aphanomyces astaci genotyping in individual DNA isolates. Allele sizes for each microsatellite locus are provided for all analysed samples and for relevant pathogen reference genotypes. Strains representing genotype groups B and E and highlighted in bold.

This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
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