Introduction
Native to water bodies of the Ponto‐Caspian region of southwestern Asia, Dreissenid mussels have prolifically spread throughout Europe and North America in the last century. Initially
Dreissenid mussels are considered ecological and economic pests largely due to their prolific reproduction, their capability of adhering to objects, their high capacity of filtering planktonic algae, and displacement of native mussels. Individual females are able to release over 30,000 eggs (Stanczykowska 1977), with some estimates ranging to 1,000,000 or more eggs per female per season (Walz 1978, Borcherding 1991). Release of eggs and sperm in mussels is mediated internally by the neurotransmitter serotonin (Ram et al. 1996), which can be used in the laboratory to assess reproductive capability. Spawning may be synchronized in the environment by temperature and chemical signals from algae and gametes of neighboring animals (Ram et al. 1996, Hardege et al. 1997), resulting in highly efficient external fertilization. High densities of resultant larval mussels (veligers) develop while floating in the plankton for several weeks and subsequently settle and adhere to hard objects, including other mussels and commercial structures such as water intakes of power and water companies.
Settlement of dreissenid mussels on unionid mussels severely reduces the viability of many native mussels (Schloesser et al. 2006, Strayer and Malcom 2007), while other ecological effects may result from the mussels' active filtration of plankton from surrounding waters, leading to a decrease in food resources for planktivorous fish and resultant changes in fish populations (Thorp and Casper 2003). Additional extensive ecological impacts are presented in Ludyanskiy et al. (1993) and reviewed in Ram et al. (2009).
Dense settlement of dreissenid mussels on man‐made structures such as water intakes of water and power companies, navigational buoys, and fishnets account for many of the economic costs of dreissenid mussels. Mussels that settle in the pipes of raw water users have ready access to algae and other plankton that also enter the water intake, resulting in few limitations on growth if left undisturbed. Resultant high densities and large clusters of mussels can lead to higher water resistance and even blockage of the plumbing. Early in the
While initial costs of dreissenid mussels in North America were high, the development of technical methods for handling them and for anticipating their arrival in new areas have resulted in lower than expected actual costs. In the 1990s, estimates of the economic impact of dreissenid mussels in North America ranged as high as several billion dollars per year (the history and continued use by peer‐reviewed papers of these high, mostly gray literature estimates is reviewed by Ram and Palazzolo (2008)). A more recent peer‐reviewed economic study indicates that the actual total expenditures of power and water companies for handling mussel infestation problems, including the costs of monitoring, preventative measures prior to infestation, lost production and revenues, etc., was less than $500 million for the entire period from 1989–2004 (Connelly et al. 2007). Facilities further from the epicenter of the invasion benefited from those earlier, high cost experiences and were able to monitor and anticipate the settlement of mussels and adopt less expensive control and prevention measures. Hence, an important component in achieving lower costs from dreissenid biofouling is an effective monitoring program.
Development of monitoring methods specific for
The present study focuses on the development and use of methods for monitoring the presence and reproductive capability and activity of Dreissenid mussels. A new species‐specific multiplex PCR method for verifying adult species and identifying veligers is described. These methods are applied to describe changing populations of mussels in the Great Lakes basin at sites in the Detroit River, Saginaw River, and Saginaw Bay, which have been the focus of previous studies when the predominant dreissenid species was the
Materials and Methods
Study sites and animal collection and maintenance methods
Dreissenid mussels were collected along the shores of the Detroit River at Belle Isle (environs of 42.35° N, 82.97° W; a map is illustrated with the Results) and at several sites in the Saginaw River (environs of 43.60° N, 83.89° W; see map in the Results). At the Detroit River sites dreissenid mussels were collected by removing them from steel sea walls, using a steel scraper with a long extension arm enabling mussels to be scraped from the sea walls at depths as great as 3 m below the surface. At the various sites in Saginaw Bay, a large bay of Lake Huron (environs of 43.8° N, 83.6° W; see map in the Results), mussels were hand collected by divers. The Detroit River site at Belle Isle is the identical site from which mussels were collected and assessed for reproductive capability in relation to date of collection and water temperature in a previous study, when the population was exclusively
In the present study, mussels and plankton samples were collected from the Detroit River mostly at weekly or biweekly intervals during spring and summer 2010, also measuring water temperature and collecting plankton samples for observation and identification of veligers. Adult mussels scraped from the sea walls were either preserved in 70% ethanol or, for physiological studies, maintained cool on ice until placed in laboratory aquaria within two hours of collection. In the laboratory, mussels were stored in 5‐gallon aquaria with water circulation at 4°C and an 8:16 LD light cycle, without feeding, until tested for reproductive capability and/or dissected to assess gonad sex and maturity. On most collection dates, up to seven plankton samples were collected using a Wisconsin Plankton Net with a mesh of 80 μm attached to a 15.2 m line. The net was thrown from the seawall and upon sinking it was maintained at the maximum depth the line would allow for 60 s and then manually retrieved using a hand‐over‐hand technique at a rate of 0.5 m/s, resulting in approximately 0.19 m3 of water sampled. Upon retrieval the sample was deposited into a 15 mL vial with corresponding water. For veliger enumeration, samples were immediately brought back to the laboratory and centrifuged at 6000 rpm for 5 min. Supernatant water was removed using a pipette, down to 5 mL of sample plus water, then 10 mL of 90% ethanol was added as a preservative, and vials were stored at 4°C until veligers were enumerated microscopically or analyzed by PCR (described in Assessment of Reproduction and Multiplex PCR identification of
In addition to mussels collected from the Detroit River, Saginaw River, and Saginaw Bay sites, preliminary experiments also utilized adult
The species of adult dreissenid mussels were distinguished by several characteristics, as previously described by May and Marsden (1992), Claxton et al. (1997), and others; however, the factor that was most reliable, as confirmed by molecular analyses in the Results of this paper, was the sharpness of the angle of the carina, the same criterion suggested originally by May and Marsden (1992). A subset of adult mussels was subjected to molecular analysis to verify species identifications. The species of veligers were assessed by molecular analysis.
Multiplex PCR identification of D. polymorpha and D. bugensis
Primers for a multiplex PCR assay to detect and differentiate
DNA extraction
For assay development and verification of adult mussel species (see Discussion regarding ambiguities in species identification) small pieces (∼1 mm square) of ethanol‐preserved gill or other tissue (e.g., whole animal of about 1 mm length) were homogenized in DNAzol (Molecular Research Center, Inc., Cincinnati, OH), incubated for 15 minutes at room temperature, and then either frozen for later processing, or immediately diluted 50‐fold with water, and 1 μL was used as template in PCR.
For PCR of DNA extracted directly from complex plankton samples without isolation of individual veligers, a more rigorous extraction and purification of DNA was necessary. After centrifugation and resuspension in a smaller volume (1.0 ml) of 70% ethanol, plankton samples were transferred to 1.5 mL centrifuge tubes, centrifuged again, supernatant was removed, and the plankton pellet was homogenized in 15 μL DNAzol with a pristine DNA‐free disposable polyethylene pestle designed specifically to fit 1.5 mL centrifuge tubes. The homogenate was incubated for 15 min at room temperature. Next, the entire homogenate (∼15 μL) was transferred to 275 μL of a DNA extraction medium comprised of Proteinase K solution (20 mg/mL, Invitrogen), 20 μL, plus 255 μL Promega Wizard SV Genomic DNA purification system solutions (catalog no. A2360, Madison, WI: nuclei lysis buffer, 200 μL; 0.5 M EDTA, pH 8, 50 μL; and RNase A, 5 μL) and incubated overnight at 55°C. Finally, DNA was extracted using the Promega Wizard kit's SV minicolumns according to the manufacturer's instructions, yielding a final extracted volume of 500 μL, of which 1 μL was used as template in PCR. Each set of extractions on a particular day was accompanied by a negative control, in which the same procedure, starting with 15 μL DNAzol, was followed for a clean tube that contained no sample.
PCR and amplicon analysis
Multiplex PCR reactions consisted of 1 μL template DNA (prepared and diluted as described above, or control solution), 0.5 μL of 20 pmol/μL of each of the primers in Table 1, 12.5 μL iQ SYBR Green Supermix (a 2× pre‐mix of taq DNA polymerase, Mg2+, buffer, SYBR, nucleotides, etc.; Biorad cat. #1708880 (Hercules, CA), and 9.5 μL water. PCR was performed on a Biorad iCycler as follows: 5 min at 94°C; 35–40 cycles of 30 sec at 94°C, 30 sec at 62°C, and 1 min at 72°C; 5 min at 72°C; a melt curve over the range of 55–95°C; followed by a final hold at 18°C.
Progress of the PCR reactions was monitored and evaluated by a real‐time SYBR‐Green method; however, final conclusions are based on presence, size, and density of bands obtained from running PCR products on 3% agarose gels.
Assessment of reproduction
Reproductive capability of Detroit River mussels was assessed within 5 days of collection by testing responsiveness to serotonin and by microscopic analysis of dissected gonads. Responsiveness to serotonin was typically tested on 15 to 20 animals, with a comparable number of control animals observed using similar procedures without the addition of serotonin. Mussels were individually transferred to 20 mL vials (one animal per vial). After allowing several hours for animals to warm gradually to room temperature, serotonin solution was added to bring the final concentration to 10−3 M serotonin. Water was examined at 20 min intervals for sperm or oocytes, and spawning intensity was rated 0 (no spawning) to 4 (most intense spawning), as described previously (Ram et al. 1993). After 4 hours, non‐spawning animals were dissected to assess sex and reproductive maturity using squash mounts of their gonads, on a scale of 1 (small undifferentiated cells, impossible to identify sex) to 4 (fully differentiated large oocytes with large germinal vesicles in females and fully motile sperm in males), as described previously (Ram et al. 1993, Ram et al. 1996).
Reproduction of animals in the field was monitored by analysis of veligers in plankton samples. To enumerate veligers, the vial was briefly centrifuged, the supernatant was removed down to 3 mL, the entire pellet was resuspended in the remaining 3 mL, and the entire volume transferred into a 32 mm petri dish, which was then systematically scanned on an inverted microscope with cross‐polarized light (Johnson 1995), to count every veliger in the sample. Photographs of a subset of “typical” mussels on each plate were made for subsequent measurements of veliger size. The counted samples were returned to their sample tubes for subsequent DNA extraction and molecular analysis. At least three plankton samples were enumerated per sampling event.
Results
Adult mussel populations in the Detroit River, Saginaw River and Saginaw Bay
The proportions of adult
Proportions of D. polymorpha and D. bugensis at various collection sites in (A) the Detroit River at Belle Isle, and (B) Saginaw River and Saginaw Bay. Proportions of mussels are represented by hatched (D. polymorpha) or clear (D. bugensis) sections of pie charts drawn at the approximate position of the collection sites and are based on more than 500 mussels assessed at Belle Isle, on 100 animals assessed at each of the other sites, except for site B in Saginaw Bay, at which 37 animals were assessed due to a smaller number collected.
Multiplex PCR identification of D. polymorpha and D. bugensis
Adult mussels whose morphological features marked them distinctively as
Test of D. polymorpha and D. bugensis specific primers. Templates are: Z, DNA extracted from known D. polymorpha adult; Q, DNA extracted from known D. bugensis adult; W; pure water. Primers are: ZA, ZQ16S147F & Z16S383R; QA, QCOI151F & QCOI568R; ZB & ZC, two other D. polymorpha specific mitochondrial 16S primer sets. (A) Amplicons separated on 3% agarose gel. (B) Tm curves obtained for all of the reactions shown in (A). The Tm for the products in lanes 1, 9, and 12 are almost identical (approximately 81°C) despite their range in amplicon size. The Tm for the product in lane 6 (from D. bugensis, Tm = 83°C) is greatly shifted from the others.
Combining the 4 primers listed in Table 1 into a single reaction, as described in Materials and Methods, we demonstrated that the primers would work just as well in a multiplex reaction. Representative tests of DNAzol extracts from gills of 10 Saginaw Bay animals produced a single amplicon in every case (Fig. 3A). Fig. 3 also illustrates the use of multiplex PCR for verifying species identity of adults, as several of these animals were chosen as “hard to identify” due to variations in shell shape that gave them some of the features that others have suggested differentiated the species. Similar PCR verification tests on more than 100 mussels from the Detroit River, Saginaw Bay, Saginaw River, Huron River, Lake Erie, and Cass Lake indicated that, for morphological identification of the two species, the angle of the carina was the most reliable feature in distinguishing the species. In case of doubt, the multiplex PCR test provides an unambiguous identification.
Multiplex PCR on DNAzol extracted DNA from D. polymorpha (Z) and D. bugensis (Q) from several Saginaw Bay sites shown in Fig. 3. (A) Electrophoresis of a subset of samples from sites A, C, and D; Z and Q, the suggested species identification prior to the molecular tests (B) real time fluorescence result of the same samples. Positive amplicons were detected between cycle 20 and 25. Inset shows fluorescence during run: Main graph shows melt curves.
As predicted from testing the primers separately (Fig. 2) the Tm of the
Reproductive capability and activity of dreissenid mussels in the Detroit River
Among several mechanisms that may mediate the change in populations of Dreisenid mussels from
Fig. 4 compares the water temperature and serotonin‐elicited spawning intensity of mussels collected from the same site at Belle Isle in 1994 (Ram et al. 1996) and 2010. In both years, observations began in April at a time when the water temperature was below 10°C and none of the mussels in either population could be stimulated to spawn by serotonin. However, in 2010,
Spawning in freshly collected mussels in response to 10−3 M serotonin. On each indicated date, 40 mussels recently collected from the Detroit River at Belle Isle, Detroit, MI were tested. Water temperature at the collecting sites is indicated. Spawning tests were done at ambient temperature (approximately 22°C). Spawning intensity was rated on a 4 point scale, as described in the text. (A) D. polymorpha, collected and tested in 1994 (reproduced from Ram et al. 1996: Fig. 4). (B) D. bugensis from the same site collected and tested in 2010.
In 2010, the above measurements were supplemented by veliger counts in the field near the Belle Isle collecting site (Fig. 5). While a small number of veligers appeared in plankton samples as early as the first week of April, the number of veligers began to rise significantly only at the beginning of May, more‐or‐less coinciding with the rise in serotonin‐stimulated spawning intensity above 2.0. However, the biggest rise in veliger density occurred in a short‐lived “pulse” that was observed on June 4, when the average veliger density rose to more than 5 times its previous density. The density of veligers then decreased rapidly over the next few weeks, with veligers continuing to appear in the plankton in lower numbers into the months of August and September.
Veliger measurements quantified changes in the sizes of veligers as the season progressed. Veligers observed near the beginning of the spawning season were all fairly uniform in size, averaging around 150 μm in length. Larger size veligers (maximum size of 225 μm) began appearing near the end of May and then later, with a big increase, in mid‐June. The largest veligers observed in this study were approximately 350 μm in length, observed in mid‐June; however, no size measurements were conducted on veligers collected after mid‐June.
Finally, we applied multiplex PCR to characterize the species of the veligers. Fig. 6 shows PCR products obtained from plankton pellets analyzed for selected dates during the 2010 spawning season. Early in the season (April 19), no mussels were detected in the sample tested. By May 10, when the veliger density had begun to increase according to veliger counts (Fig. 5), only
Multiplex dreissenid PCR of DNA extracted from plankton pellets from various dates. (A) Amplicons separated on 3% agarose gel. Two lanes are shown for each date as each extract was assayed in duplicate PCR reactions. neg., a DNAzol negative control; Z, D. polymorpha positive control; Q, D. bugensis positive control. (B) Correlation of number of veligers counted in a sample v. relative amount of dreissenid DNA determined from the real time PCR Ct values. Filled circles: results from plankton samples. Open circle: negative control extraction from an empty plankton tube. The amounts of DNA were calculated as per cent of the sample with the largest number of veligers according to the formula 100 × 2−(Ctobserved−Ctfor6/4), where Ct observed is the average Ct of the duplicates for a particular date and Ctfor6/4 is the average Ct for 6/4/10 (=cycle 19.075). To avoid log(0), the graph used a minimal value of 1 for the 4/19/10 sample and the negative control. The line is a linear regression between log (veliger count) and log (relative amount of DNA), for which r2 = 0.952 (or 0.910 if the 4/19 sample is omitted).
Quantitation of PCR results with real‐time fluorescence data supports these observations. The 6/4/2010, which had the highest veliger count, consistently exhibited the lowest Ct (the cycle at which the real‐time fluorescence rose above background level), indicating the highest dreissenid DNA concentration. Assuming a doubling of amplicon concentration in each PCR cycle we calculated the relative amount of DNA for each sample and obtained an excellent correlation (r2 > 0.9), illustrated in Fig. 6B, between the veliger count and the relative amount of dreissenid mussel DNA in the sample. With its excellent correlation with veliger numbers, PCR Ct measurements with these primers can thus be used to estimate veliger density, with the limitation that a low signal in some negative controls (Fig. 6B) prevents quantitation of low numbers of veligers (<5) in plankton with the described method.
Discussion
Differences in the reproductive capability and timing of spawning of
Although adult dreissenid mussel species can usually be distinguished by a trained biologist, some investigators have reported difficulty. Grigorovich et al. (2008b) reported that morphological criteria such as the shape of anterior muscle scars sometimes disagreed with their sequence‐based assignments and that the shape of the carina varied greatly within each species, making identification based solely on these morphological criteria problematic. In their original description, May and Marsden (1992) noted that the “normally wide intra‐specific variability in shell shape and coloration can lead to uncertain identification.”
The multiplex PCR assay demonstrated here has advantages over previously reported molecular assays of dreissenid mussel species. The original differentiation of the species in North America by May and Marsden (May and Marsden 1992) described species‐specific allozymes that could reliably identify the species; however, its application to veligers has not been demonstrated. Sequences of mitochodrial DNA sequences have been used by many investigators to distinguish the species, based on sequences of COI (Baldwin et al. 1996, Grigorovich et al. 2008b, Quaglia et al. 2008, Schonenberg and Gittenberger 2008), cytochrome b (Stepien et al. 2005), or 16S rRNA gene (Stepien et al. 1999, Grigorovich et al. 2008a). Using these sequences, several investigators developed PCR‐based methods in which conserved primers were used to amplify mitochondrial genes in both species, followed by restriction enzyme digests to identify species‐specific restriction fragment patterns (for COI, (Baldwin et al. 1996, Claxton et al. 1997, Claxton and Boulding 1998); for 16S rRNA gene, (Stepien et al. 1999)). While these methods can detect the presence of mussels, including veligers, identification of the species requires post‐PCR processing, such as sequencing or analysis of restriction digests. A set of species‐specific PCR primers based on 28S rDNA gene sequences has recently been described (Hoy et al. 2010). The single‐tube multiplex PCR assay developed here is much simpler.
Prior to developing the primers described here, we designed
After describing several populations of mussels in southeast Michigan, this molecular species identification technology was used, along with standard methods, to characterize reproductive activity and to compare it to a previous study in the Detroit River when
These data lay the groundwork for further investigations of the mechanisms mediating the change in dreissenid populations from
Differences in reproduction, such as those we've observed, may also be important. Although both species can readily be stimulated to spawn with serotonin (Miller et al. 1994), Stoeckmann (2003) observed that
The present study is the first of which we are aware that characterized seasonal changes in the veliger population with an affirmative molecular test to verify that
Although
The populations of mussels identified here in southeast Michigan provide a source of biological material and environments that may be helpful in studies of the replacement of
Acknowledgments
The authors thank Dr. Karie E. Holtermann in the laboratory of Paul Rochelle (Water Quality Laboratory, Metropolitan Water District of Southern California, La Verne, CA) for providing preserved specimens of
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Abstract
Dreissenid bivalves,
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Details
1 Department of Physiology, Wayne State University, Detroit, Michigan 48201 USA
2 Department of Biological Sciences, Wayne State University, Detroit, Michigan 48202 USA