Abstract
Mass spectrometric methods for the quantitative and qualitative analyses of algal biotoxins are often complicated by co-eluting compounds that present analytically as interferences. This issue is particularly critical for organic polyamines, where co-eluting materials can suppress the formation of cations during electrospray ionization. Here we present an extraction procedure designed specifically to overcome matrix-derived ion suppression of algal toxins in samples of Lyngbya wollei, a filamentous benthic algae known to produce several saxitoxin analogues. Lyngbya wollei samples were collected from a large, persistent harmful algal bloom in Lake Wateree, SC. Six known Lyngbya wollei-specific toxins (LWT1–6) were successfully resolved and quantified against saxitoxin using hydrophilic interaction liquid chromatography coupled with triple quadrupole and quadrupole time-of-flight mass spectrometry. The parent ions [M2+ – H+]+ were observed for LWTs 1–6 and the [M]2+ ion was observed for LWT5. High resolution mass spectra and unique fragmentation ions were obtained for LWTs 1–6. A dilution factor of 50 resulted in a linear calibration of saxitoxin in the algae matrix. Ion suppression was resolved by sample dilution, which led to linear, positive correlations between peak area and mass of the extracted sample (R2 > 0.96). Optimized sample extraction method and instrument parameters are presented.
Keywords: cyanobacteria, saxitoxin, benthic, filamentous, quantification, liquid chromatography
1. Introduction
Analogues of the neurotoxic alkaloid saxitoxin, also known as paralytic shellfish toxins are members of a class of naturally occurring secondary metabolites produced by freshwater cyanobacteria and marine dinoflagellates (Harada et al., 1982; Oshima et al., 1987). Saxitoxin is a selective sodium channel blocker that has been documented to be extremely toxic to a wide range of species, including humans (Carmichael, 1994; Jochimsen et al., 1998; Kao, 1993; Landsberg, 2002; Negri et al., 1995). To date, there are at least 57 known analogues of saxitoxin (Wiese et al., 2010) with varying levels of toxicity (by mouse bioassay), produced by a variety of genera including Anabaena (Al-Tebrineh et al., 2010; Humpage et al., 1994; Onodera et al., 1996), Cylindospermopsis (Lagos et al., 1999), Aphanizomenon (Jackim and Gentile, 1968; Mahmood and Carmichael, 1986; Sawyer et al., 1968), Planktothrix (Pomati et al., 2003), and Lyngbya (Dell’Aversano, 2011). Lyngbya wollei (Farlow ex Gomont) Speziale & Dyck, a filamentous, benthic cyanobacteria, is a source of saxitoxin analogues known as Lyngbya wollei toxins (Carmichael et al., 1997; Cowell and Botts, 1994; Foss et al., 2012b; Onodera et al., 1997; Yin et al., 1997) (LWTs, Figure 1 and Figure S1).
Figure 1.
Molecular structures of the Lyngbya wollei toxins (LWTs) 1–6 (free base).
The qualification and quantification of saxitoxin analogues can be challenging. Effect based assays, including the mouse bioassay (Cusick and Sayler, 2013; Schantz et al., 1958; Turner et al., 2012), in-vitro cell viability assays (Gallacher and Birkbeck, 1992; Jellett et al., 1992; Kogure et al., 1988; Manger et al., 1993), enzyme-linked immune sorbent assay (Chu et al., 1992; Humpage et al., 2010), and receptor binding assay (Davio and Fontelo, 1984; Doucette et al., 1997; Usup et al., 2004; Van Dolan et al., 2012) can provide qualitative and quantitative toxicity information (Cusick and Sayler, 2013). However, these techniques report concentrations as summed saxitoxin equivalents and do not report the relative concentrations of different structural analogues. The latter is key for developing a detailed understanding of the relevant toxin biosynthetic pathways and understanding the synergistic toxic effects possible from complex toxin sources like Lyngbya wollei.
Mass spectrometric techniques are alternatives that typically have a wider linear dynamic range than most immunoassays and offer a higher level of structural information than effect-based assays (D’Agostino et al., 2019; Dell’Aversano, 2011; Dell’Aversano et al., 2005; Dell’Aversano et al., 2019; Foss et al., 2012b; Lajeunesse et al., 2012). However, the use of electrospray ionization mass spectrometry for the identification and quantification of polyamines like the saxitoxin analogues can be complicated by the presence of co-extracted materials that affect ionization efficiency in the source (Dell’Aversano, 2011; Foss et al., 2012b). The most commonly observed effect is suppression, resulting in non-linear calibration curves for the saxitoxin analogues (Onodera et al., 1997; Annesley, 2003). Here we report the development of a new mass spectrometry method for accurate and precise measurement of Lyngbya wollei toxins at ng/L detection limits that overcomes ion suppression.
2. Materials and Methods
2.1. Materials
All chemicals were used as received. All aqueous solutions used 18 MΩ cm−1 (Barnstead E-pure) water. All glassware was acid washed in 2 M HCl/0.1 M oxalic acid prior to oxidation in a muffle furnace to ensure it was trace metal and organic free. Acetonitrile (HPLC grade) was obtained from VWR BDH chemicals. Ammonium formate (98+%) was purchased from Alfa Aesar. Formic acid (certified ACS), glacial acetic acid (certified ACS PLUS), and hydrochloric acid (certified ACS Plus) were purchased from Fisher. Saxitoxin dihydrochloride in dilute hydrochloride standard solutions were obtained from NIST and Abraxis Inc.
2.2. Sampling
Lyngbya wollei grab samples were collected on November 6, 2018 from a surface floating mat on Lake Wateree, SC. Samples were collected in sterile 500-mL collection bottles and stored at 0°C during transport (less than three hours). Samples were processed immediately when received. Samples were rinsed lightly under deionized water to remove entangled detritus, drained of excess water, frozen in liquid nitrogen, and lyophilized. After lyophilization, algae samples were homogenized using a tissue grinder and stored at −20 °C until extraction.
2.3. Extraction method
Freeze dried algae samples were returned to room temperature and their masses obtained with an analytical balance. Sample mass varied from 25–300 mg of dry weight algae. All samples were mixed with 10 mL 0.1 M acetic acid, sonicated for 15 minutes and centrifuged for 5 minutes. The resulting supernatant was removed, passed through a 0.45-micron nylon filter and analyzed by liquid chromatography-mass spectrometry. We also investigated the role of a strong acid as the extraction solvent as a potential variable that could affect the measured concentration of LWTs in field samples. Extractions and subsequent dilutions were repeated using 0.1 M HCl and 0.01 M HCl. The mass to volume ratio was kept constant at 10 mg of dry weight algae for every 1 mL of extraction solvent in the extraction procedure to produce extracts for subsequent sample dilution experiments.
2.4. Chromatography and Mass Spectrometry
Toxins were analyzed using a Waters (Milford, MA, USA) Acquity ultra performance liquid chromatograph (UPLC) coupled with a Xevo triple quadrupole (TQ) mass spectrometer equipped with an electrospray ionization (ESI) source in positive ion mode. High resolution analyte confirmation was performed on an Agilent (Santa Clara, CA, USA) 1290 Infinity II ultrahigh performance liquid chromatograph (UHPLC) system coupled to an Agilent 6545 quadrupole (Q)-time-of-flight (TOF) tandem mass spectrometer with electrospray ionization (ESI) in positive ion mode. High resolution Q-TOF data was processed using Agilent B.08.00 software. Separations were performed on a BEH Amide (2.1×150 mm) 1.7 μm particle size column (Waters). The mobile phases were aqueous 5.6 mM formate buffered pH 3.5 (A) and 95:5 acetonitrile:water 5.6 mM formate buffer pH 3.5 (B). The gradient LC method used for both instruments (TQ and Q-TOF) was as follows: 80% B held for one minute, ramped to 60% B over the next 3 minutes and held for 2 minutes, at 7 minutes ramped back to the original conditions over one minute (80% B) and held for re-equilibration for 8 minutes (16 minutes total).
Saxitoxin was optimized manually by direct infusion into the source, using an optimized cone voltage of 0.5 kV and cone energy of 80 V. The source temperature was 150 °C. The desolvation temperature, extractor voltage, desolvation gas flow, cone gas flow, and collision gas flow are shown in Table S1. Limit of detection for saxitoxin on the UPLC-TQ was 0.1 ppb (Table S2). Due to the lack of commercial standards, optimization of source conditions on the UPLC-TQ mass spectrometer was done by optimizing chromatographic peak areas. A series of source methods was developed varying capillary and cone voltages to determine the optimal ionization parameters for LWT1, 4, 5, and 6 (Figure S2). A capillary voltage of 0.5 kV was optimal for all LWTs observed, consistent with the voltage for saxitoxin. LWT1 experienced in-source fragmentation at cone potentials significantly above 30 V, therefore this value was maintained at 30 V at the retention time window corresponding to LWT1 elution. The other LWTs did not experience this issue, and a cone energy of 80 V was optimal for LWT4, LWT5, and LWT6. The limit of detection was calculated for saxitoxin
Instrument parameters previously optimized for identifying small molecules by UHPLC-QTOF were utilized for LWT confirmation (Huang et al., 2018). The mass spectrometer was operated at a fragmentation voltage of 110 V, capillary voltage of 4000 V, gas temperature of 300 °C, drying gas flow of 12 L min−1, and nebulizer pressure of 35 psi, with a m/z scan range of 50 to 750. During initial analyte screening, the collision energy was ramped from 0, 20, to 40 eV every scan to obtain both MS and MS/MS spectra for each peak. Once LWTs of interest were identified in algae extracts, targeted analysis was performed with a collision energy of 30 eV to obtain high resolution MS/MS spectra.
3. Results
3.1. Toxin Identification
Previous published studies on the analysis of LWTs were the result of mass spectrometers with unit-mass resolution, along with NMR (nuclear magnetic resonance) spectroscopy (Dell’Aversano et al., 2005; Foss et al., 2012a; Foss et al., 2012b; Onodera et al., 1996). In our study, saxitoxin analogues were initially detected in Lyngbya wollei extracts by full scan analysis at unit mass resolution on the UPLC-TQ mass spectrometer (Figure 2). LWTs lose a proton during ionization, forming an [M2+ – H+]+ parent ion, which is consistent with previously published work on doubly charged, low molecular weight poly amines by ESI-MS (Castro et al., 2001; Pizzutti et al., 2016; Wang et al., 2008). High resolution analysis by UHPLC-QTOF-MS was utilized for confirmation of the identity of saxitoxin and the suspected LWTs (Figure S3–S7). High resolution data provided exact masses of precursor and product ions, correlating to a specific molecular formula for each peak, which allowed additional confidence in the chemical structures for these toxins (Table 1).
Figure 2.
LC-MS chromatogram for LWT1 (RT = 4.79 min), LWT4 (RT = 6.64 min), LWT5 (RT = 6.11 min), and LWT6 (RT =5.79 min).
Table 1.
High resolution fragmentation data for A: LWT1, B:LWT4, C: LWT5, and D: LWT6 (ESI+).
| A: LWT1 | |||||
|---|---|---|---|---|---|
| m/z | Formula | Mass loss | Formula Loss | Theoretical Mass | ppm Mass Error |
| 379.1040 | C11H19N6O7S | 379.1030 | 2.53 | ||
| 299.1464 | C11H19N6O4 | 79.9576 | −SO3 | 299.1462 | 0.67 |
| 281.1350 | C11H17N6O3 | 97.9690 | −SO3, −H2O | 281.1351 | 0.43 |
| 240.0981 | C10H14N3O4 | 157.9895 | −SO3, −H2O, −C2H4O2 | 240.0979 | 0.92 |
| 221.1145 | C9H13N6O | 175.0161 | −SO3, −H2O, −C2H4O2, −NH3 | 221.1145 | 0.00 |
| 204.0880 | C9H10N5O | 139.0059 | −SO3, −CH5N3 | 204.0880 | 0.20 |
| 197.1034 | C8H13N4O2 | 182.0006 | −SO3, −CH4N2, −C2H3O2 | 197.1033 | 0.51 |
| 180.0771 | C8H10N3O2 | 199.0269 | −SO3, −CH5N3, −C2H4O2 | 180.0768 | 1.94 |
| 162.0663 | C8H8N3O | 217.0377 | −SO3, −CH5N3, −C2H4O2, −H2O | 162.0662 | 0.68 |
| 110.0712 | C5H8N3 | 269.0328 | −SO3, −C2H4O2, −C4H8N3O2 | 110.0713 | 0.64 |
| 102.0661 | C3H8N3O | 277.0379 | −C2H3O, −C6H8N3O5S | 102.0662 | 0.88 |
| 72.0556 | C2H6N3 | 307.0484 | −C9H13N3O7S | 72.0556 | 0.28 |
| 60.0557 | CH6N3 | 319.0483 | −C10H13N3O7S | 60.0556 | 1.33 |
| B: LWT4 | |||||
| m/z | Formula | Mass loss | Formula Loss | Theoretical Mass | ppm Mass Error |
| 241.1405 | C9H17N6O2 | 241.1408 | 1.04 | ||
| 223.1295 | C9H15N6O | 18.0110 | −H2O | 223.1302 | 3.09 |
| 205.1192 | C9H13N6 | 36.0213 | −H2O, −H2O | 205.1196 | 2.05 |
| 177.0886 | C7H9N6 | 64.0519 | −H2O, −H2O, −C2H4 | 177.0883 | 1.58 |
| 164.0821 | C8H10N3O | 77.0584 | −H2O, −CH5N3 | 164.0818 | 1.58 |
| 152.0819 | C7H10N3O | 89.0586 | −CH4N3, −CH3O | 152.0818 | 0.39 |
| 136.0867 | C7H10N3 | 105.0538 | −CH4N3, −H2O, −CH2O | 136.0869 | 1.62 |
| 122.0711 | C6H8N3 | 119.0694 | −CH4N3, −CH3O, −CH2O | 122.0713 | 1.39 |
| 110.0712 | C5H8N3 | 131.0693 | −C4H8N3O, −OH | 110.0713 | 0.64 |
| 94.0650 | C6H8N | 147.0755 | −C3H9N5O2 | 94.0651 | 1.28 |
| 80.0492 | C5H6N | 161.0913 | −C4H11N5O2 | 80.0495 | 3.44 |
| 72.0556 | C2H6N3 | 169.0849 | −C4H11N5O2 | 72.0556 | 0.28 |
| 69.0447 | C3H5N2 | 172.0958 | −CH3O, −C5H9N4O | 69.0447 | 0.29 |
| 60.0555 | CH6N3 | 181.0850 | −C8H11N3O2 | 60.0556 | 2.00 |
| C: LWT5 | |||||
| m/z | Formula | Mass loss | Formula Loss | Theoretical Mass | ppm Mass Error |
| 299.1460 | C11H19N6O4 | 299.1462 | 0.77 | ||
| 281.1353 | C11H17N6O3 | 18.0107 | −H2O | 281.1357 | 1.28 |
| 257.1240 | C10H17N4O4 | 42.0220 | −CH2N2 | 257.1244 | 1.67 |
| 239.1157 | C10H15N4O3 | 60.0303 | −H2O, −CH2N2 | 239.1139 | 7.65 |
| 204.0880 | C9H10N5O | 95.0580 | −H2O, − H2O, −NH2, −C2H3O | 204.0880 | 0.05 |
| 197.1030 | C8H13N4O2 | 102.0430 | −C2H4O2, −CH2N2 | 197.1033 | 1.52 |
| 179.0927 | C8H11N4O | 120.0533 | −C2H4O2, −CH2N2, −H2O | 179.09274 | 0.22 |
| 150.0755 | C11H20N6O4 | — | — | 150.0768 | 8.00 |
| 138.0673 | C6H8N3O | 161.0787 | −C2H4O2, −CH2N2, −H2O, − C2H3N | 138.0662 | 8.04 |
| 96.0442 | C5H6NO | 203.1018 | −CH2N2, − CH4N3, −C2H4O2, −C2H3O | 96.0444 | 1.98 |
| 83.0604 | C4H7N2 | 216.0856 | −C2H3O2, −C5H9N4O2 | 83.0604 | 0.36 |
| 72.0552 | C2H6N3 | 227.0908 | −C9H13N3O4 | 72.0556 | 5.83 |
| 60.0557 | CH6N3 | 239.0903 | −C10H13N3O4 | 60.0556 | 1.33 |
| D: LWT6 | |||||
| m/z | Formula | Mass loss | Formula Loss | Theoretical Mass | ppm Mass Error |
| 283.1513 | C11H19N6O3 | 283.1513 | 0.04 | ||
| 241.1301 | C10H17N4O3 | 42.0212 | −CH2N2 | 241.12952 | 2.41 |
| 224.1032 | C10H14N3O3 | 59.0481 | −CH5N3 | 224.1030 | 1.03 |
| 205.1194 | C9H13N6 | 78.0319 | −H2O, −C2H4O2 | 205.1196 | 1.07 |
| 190.0958 | C8H10N6 | 93.0555 | −H2O, −C2H4O2, −CH3 | 190.0962 | 1.84 |
| 181.1082 | C8H13N4O | 102.0431 | −C2H4O2, −CH2N2 | 181.1084 | 1.05 |
| 177.0883 | C7H9N6 | 106.0630 | −C2H4O2, −H2O, −C2H4 | 177.0883 | 0.11 |
| 164.0825 | C8H10N3O | 119.0688 | −C2H4O2, −CH5N3 | 164.0818 | 4.02 |
| 146.0713 | C8H8N3 | 137.0800 | −C2H4O2, −CH5N3, −H2O | 146.0713 | 0.21 |
| 136.08679 | C7H10N3 | 147.0645 | −C2H4O2, −CH3N3, −CH2O | 136.0869 | 0.96 |
| 122.0713 | C6H8N3 | 161.0800 | −C2H4O2, −CH3N3, −C2H4O | 122.0713 | 0.25 |
| 110.0713 | C5H8N3 | 173.0800 | −C2H4O2, −C4H8N3O | 110.0713 | 0.27 |
| 102.0655 | C5H8N3 | 181.0858 | −C2H3O, −C4H8N3O3 | 102.0662 | 6.76 |
| 94.0651 | C6H8N | 189.0862 | −C5H9N5O2, −H2O | 94.0651 | 0.21 |
| 80.0495 | C5H6N | 203.1018 | −C6H11N5O2, −H2O | 80.0495 | 0.31 |
| 72.0554 | C2H6N3 | 211.0959 | −C9H13N3O3 | 72.0556 | 3.05 |
| 60.0556 | CH6N3 | 223.0957 | −C10H13N3O3 | 60.0556 | 0.33 |
The structural similarities between the LWTs and saxitoxin means that similar product ion profiles were seen across multiple analytes of interest. For example, fragments with m/z 72.0556 and m/z 60.0556, corresponding to elemental formulae of C2H6N3 (< 6 ppm mass error) and CH6N3 (< 2 ppm mass error), respectively, were observed for all LWTs (Table 1). Fragmentation of LWT1 resulted in ten fragment ions. The sulfur-containing functional group was lost from each fragment ion observed. Thirteen fragment ions were observed for LWT4 (Table 1). Similarly to LWT1, the most abundant fragment was from loss of the OH functional group, as well loss of nitrogenous fragments (such as CH5N3 and CH4N3). Six identical product ions were observed between LWT4 and LWT6.
Fragment ions obtained for LWT5 and saxitoxin were nearly identical (Table 1 and Table S3). Eleven fragment ions were observed for LWT5, of those eleven, eight were identical ions to saxitoxin. The three unique product ions were the result of losses from locations other than the carbamate ester (for saxitoxin) or the acetyl ester (for LWT5). Resulting mass differences in these product ions differed by 1 Da. For example, the loss of water from LWT5 resulted in the product ion m/z 281.1357, whereas the loss of water from saxitoxin resulted in m/z 282.1309. The agreement between fragments for saxitoxin and LWTs increases the confidence in the LWT identifications. Importantly, this agreement suggests parallels between the ionization chemistry of these two families of analytes, supporting the use of saxitoxin as a quantification standard for the LWTs, in the absence of commercially available standards for these toxins.
LWT2 and LWT3 are structural isomers (hereafter referred to as LWT2/3) with the same molecular weight. They were not detected using the UPLC-TQ mass spectrometer, but at least one isomer was detected with the QTOF mass spectrometer during the high resolution analysis of the algae extract (Figure S8, Table S4). LWT2/3 are structural isomers, and likely were not separable with the chromatographic approaches used in this study; thus, it is possible that both isomers were present, but coeluted. Similar to LWT1, LWT2/3 has a sulfur-containing functional group which was lost in four out of the six product ions observed. LWT2/3 were 2 orders of magnitude lower in peak intensity, relative to LWT1, 4, 5, and 6 (which had peak intensities on the order of 105) on the QTOF mass spectrometer, and LWT2/3 were undetectable at these concentrations on the UPLC-TQ mass spectrometer.
3.2. Matrix Effects
The initial extraction procedure used 0.1 M acetic acid, sonication for 15 min, and filtration before analysis by UPLC-MS. However, the method response (peak area) from this extraction procedure showed a non-linear relationship vs the mass of the algae extracted (R2 < 0.6838) for LWT4, 5, and 6. Furthermore, peak area vs mass extracted showed a negative slope for LWT5 (Figure 3). This behavior is consistent with the presence of co-extracted materials in the sample acting to suppress the ionization of the LWTs in the mass spectrometer (Annesley, 2003).
Figure 3.
Normalized MS peak area vs. mass of lyophilized L. wollei. The peak area of each toxin was normalized against the MS response from the lowest mass of algae.
A commercially available standard, saxitoxin, was added to the sample as a surrogate LWT to probe for the nature of matrix effects. Saxitoxin calibration curves were prepared from 0.1 M acetic acid and algae extracts for comparative purposes (Figure 4). The slope for saxitoxin in acetic acid was 7820 ppb−1 with an R2 of 0.9923, whereas in the algae matrix, the slope was 926 ppb−1 saxitoxin with an R2 of 0.2455. The concentration dependence was determined by diluting saxitoxin-spiked algae extracts in 0.1 M acetic acid (Figure 5) over a range of dilution factors (corresponding to a dilution factor of zero to 1000). Comparison of peak areas vs log dilution factor for the LWTs (Figure 5) showed a parabolic function for LWT 4, 5, and 6.
Figure 4.
Calibration curve for saxitoxin, a model LWT, in 0.1 M acetic acid (red) and in algal extract (blue).
Figure 5.
Normalized MS peak area of LWTs and saxitoxin in the algal matrix as a function of (log10) dilution factor. Peak area is normalized against the area at a dilution factor of one. Inset: Calibration curve of saxitoxin, a model LWT, in an extract of algae diluted by a factor of 50.
Examination of the dilution factor effect revealed that sample dilution of 50 or more reduced the interfering species to a level essentially below “detection” based on their ability to disproportionately affect the standard. The full calibration curve for saxitoxin was repeated at a dilution factor of 1:50 for extract:acetic acid. The corresponding curve (Figure 5 inset) was linear with a slope of 7975 ppb−1 and an R2 of 0.9959. In order to test the linearity of our toxins at a DF of 50, the mass of dry algae was varied over the range of 25 – 300 mg, extracted, and the resulting extracts were diluted by a factor of 50. The peak area vs mass was linear (R2 > 0.9522) for all toxins observed (Figure 6).
Figure 6.
Normalized MS peak area vs. mass of lyophilized Lyngbya wollei. The peak area of each toxin was normalized against the MS response from the lowest mass of algae (25 mg). Response as a function of dry mass is linear for all 4 toxins (r2 = 0.952 to 0.994).
3.3. Extraction in Hydrochloric acid
As shown in the literature, the choice of extraction solvent is important, and the presence of strong acids can alter the apparent toxin profile. We investigated the role of such strong acids in relation to the matrix effects experienced by the LWTs. LWT5 and LWT6 were affected strongly by the addition of HCL as the extraction solvent. This change caused an increase in the required dilution by a factor of 2 to ensure dilution of the matrix beyond visible suppression effects (Figure S9). Therefore, our results indicate the addition of HCl in any capacity during LWT analysis is inadvisable.
4. Discussion
The high-resolution fragmentation analysis presented here provides an unprecedented range of fragment ion options that can be used to conclusively indicate the presence and retention time of LWTs 1 through 6 in a sample, even in the absence of commercial standards. These same transitions can be used for MRM-based analyses in quantification. The presence of ion suppression factors can vary within environmental matrices. Smaller, polar molecules are more susceptible to ion suppression, as well as amine analytes. Biological samples are more likely to contain nonvolatile and less volatile solutes, leading to a change in spray droplet solution properties, which can be a major source of ion suppression when using electrospray. Given that saxitoxin analogues are small, polar molecules, usually extracted from natural samples, matrix effects will most likely be present in any algae extract, therefore, the current results suggest analysis of saxitoxin and its analogues extracted from algae should be subjected to a dilution factor-based assay. A strategy to obtain linear saxitoxin calibration within the algae matrix as well as linear toxin vs. mass correlations is demonstrated. The current work suggests a safe dilution factor of at least 10 for the Lake Wateree based samples, however for our work we chose 50 to ensure adequate dilution of the matrix during lake turnover events.
Accurate risk assessments for Lyngbya wollei are extremely difficult due to reference standards for the mixture of toxins produced by this algae being commercially unavailable. Effect-based assays for the analysis of these toxins remain largely non-specific, fail to provide a molecular toxin profile, and often require secondary verification by mass spectrometry. The combination of a lack of standards for quantification and qualification make risk assessment and remediation a gamble each time this species is encountered, as historically the relative concentrations of LWTs are variable and unpredictable. Utilizing a dilution factor-based assay, as presented here, provides selective detection with minimal sampling processing to avoid interferences from ion-suppressing matrix effects.
Supplementary Material
Highlights.
High resolution mass spectra and unique fragmentation ions obtained for the algal toxins observed
Dilution of algal extracts resulted in linear biomass relationships
Saxitoxin exhibited similar ion suppression to the extracted algal toxins
Optimized sample extraction method developed to decrease ion suppression
Acknowledgments
The authors would to extend special thanks to WaterWatch, Randy Kelly ,and volunteers for their aid in access to Lake Wateree by boat. This work is a product of the Oceans and Human Health Center on Climate Change Interactions at the University of South Carolina and was supported by NIEHS Grant 1P01ES028942-01.
Abbreviations:
- LWT
Lyngbya wollei toxin
- UPLC-TQ
Ultra performance liquid chromatograph – triple quadrupole
- UHPLC-QTOF
ultrahigh performance liquid chromatograph – quadrupole time-of-flight
- ESI
electrospray ionization
- MS/MS
tandem mass spectrometry
Footnotes
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Conflicts of interest
There are no conflicts to declare
Declaration of interests
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
References
- Al-Tebrineh J, Mihali TK, Pomati F, Neilan BA, 2010. Detection of Saxitoxin-Producing Cyanobacteria and Anabaena circinalis in Environmental Water Blooms by Quantitative PCR. Applied and Environmental Microbiology 76(23), 7836–7842. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Annesley TM, 2003. Ion suppression in mass spectrometry. Clinical Chemistry 49(7), 1041–1044. [DOI] [PubMed] [Google Scholar]
- Carmichael WW, 1994. Toxins of cyanobacteria. Sci.Am 270(1), 78–86. [DOI] [PubMed] [Google Scholar]
- Carmichael WW, Evans WR, Yin QQ, Bell P, Moczydlowski E, 1997. Evidence for paralytic shellfish poisons in the freshwater cyanobacterium Lyngbya wollei (Farlow ex Gomont) comb. nov. Applied and Environmental Microbiology 63(8), 3104–3110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Castro R, Moyano E, Galceran MT, 2001. Ion-trap versus quadrupole for analysis of quaternary ammonium herbicides by LC-MS. Chromatographia 53(5–6), 273–278. [Google Scholar]
- Chu FS, Huang X, Hall S, 1992. Production and characterization of antibodies against neosaxitoxin. Journal of Aoac International 75(2), 341–345. [Google Scholar]
- Cowell BC, Botts PS, 1994. Factors influencing the distribution, abundance and growth of Lyngbya wollei in central Florida. Aquatic Botany 49(1), 1–17. [Google Scholar]
- Cusick KD, Sayler GS, 2013. An Overview on the Marine Neurotoxin, Saxitoxin: Genetics, Moleuclar Targets, Methods of Detection and Ecological Functions. Marine Drugs 11, 991–1018. [DOI] [PMC free article] [PubMed] [Google Scholar]
- D’Agostino PM, Boundy MJ, Harwood TD, Carmichael WW, Neilan BA, Wood SA, 2019. Re-evaluation of paralytic shellfish toxin profiles in cyanobacteria using hydrophilic interaction liquid chromatography-tandem mass spectrometry. Toxicon 158, 1–7. [DOI] [PubMed] [Google Scholar]
- Davio SR, Fontelo PA, 1984. A competitive displacement assay to detect saxitoxin and tetrodotoxin. Analytical Biochemistry 141(1), 199–204. [DOI] [PubMed] [Google Scholar]
- Dell’Aversano C, 2011. Hydrophilic Interaction Liquid Chromatography-Mass Spectrometry (HILIC-MS) of Paralytic Shellfish Poisoning Toxins, Domoic Acid, and Assorted Cyanobacterial Toxins, In: Wang PG, He W (Eds.), Hydrophilic Interaction Liquid Chromatography. Crc Press-Taylor & Francis Group, Boca Raton, pp. 105–132. [Google Scholar]
- Dell’Aversano C, Hess P, Quilliam MA, 2005. Hydrophilic interaction liquid chromatography-mass spectrometry for the analysis of paralytic shellfish poisoning (PSP) toxins. Journal of Chromatography A 1081(2), 190–201. [DOI] [PubMed] [Google Scholar]
- Dell’Aversano C, Tattaglione L, Polito G, Dean K, Giacobbe M, Casabianca S, Capellacci S, Penna A, Turner AD, 2019. First detection of tetrodotoxin and high levels of paralytic shellfish poisoning toxins in shellfish from Sicily (Italy) by three different analytical methods. Chemosphere 215, 881–892. [DOI] [PubMed] [Google Scholar]
- Doucette GJ, Logan MM, Ramsdell JS, VanDolah FM, 1997. Development and preliminary validation of a microtiter plate-based receptor binding assay for paralytic shellfish poisoning toxins. Toxicon 35(5), 625–636. [DOI] [PubMed] [Google Scholar]
- Foss AJ, Phlips EJ, Aubel MT, Szabo NJ, 2012a. Investigation of extraction and analysis techniques for Lyngbya wollei derived Paralytic Shellfish Toxins. Toxicon 60(6), 1148–1158. [DOI] [PubMed] [Google Scholar]
- Foss AJ, Phlips EJ, Yilmaz M, Chapman A, 2012b. Characterization of paralytic shellfish toxins from Lyngbya wollei dominated mats collected from two Florida springs. Harmful Algae 16, 98–107. [Google Scholar]
- Gallacher S, Birkbeck TH, 1992. A tissue culture assay for direct detection of sodium-channel blocking toxins in bacterial culture supernates. Fems Microbiology Letters 92(1), 101–108. [DOI] [PubMed] [Google Scholar]
- Harada T, Oshima Y, Yasumoto T, 1982. Studies on paralytic shellfish poisoning in tropical waters .4. Structures of 2 paralytic shellfish toxins, gonyautoxin-V and gonyautoxin-VI isolated from a tropical dinoflagellate, pyrodinium bahamense var compressa. Agricultural and Biological Chemistry 46(7), 1861–1864. [Google Scholar]
- Huang Y, Kong M, Westerman D, Xu EG, Coffin S, Cochran KH, Liu Y, Richardson SD, Schlenk D, Dionysiou DD, 2018. Effects of HCO3- on Degradation of Toxic Contaminants of Emerging Concern by UV/NO3. Environmental Science & Technology 52(21), 12697–12707. [DOI] [PubMed] [Google Scholar]
- Humpage AR, Magalhaes VF, Froscio SM, 2010. Comparison of analytical tools and biological assays for detection of paralytic shellfish poisoning toxins. Analytical and Bioanalytical Chemistry 397(5), 1655–1671. [DOI] [PubMed] [Google Scholar]
- Humpage AR, Rositano J, Bretag AH, Brown R, Baker PD, Nicholson BC, Steffensen DA, 1994. Paralytic shellfish poisons from australian cyanobacterial blooms. Australian Journal of Marine and Freshwater Research 45(5), 761–771. [Google Scholar]
- Jackim E, Gentile J, 1968. Toxins of a blue green alga - similarity to saxitoxin. Science 162(3856), 915–&. [DOI] [PubMed] [Google Scholar]
- Jellett JF, Marks LJ, Stewart JE, Dorey ML, Watsonwright W, Lawrence JF, 1992. Paralytic shellfish poison (saxitoxin family) bioassays - automated end-point determination and standardization of the invitro tissue-culture bioassay, and comparison with the standard mouse bioassay. Toxicon 30(10), 1143–1156. [DOI] [PubMed] [Google Scholar]
- Jochimsen EM, Carmichael WW, An JS, Cardo DM, Cookson ST, Holmes CEM, Antunes MBD, de Melo DA, Lyra TM, Barreto VST, Azevedo S, Jarvis WR, 1998. Liver failure and death after exposure to microcystins at a hemodialysis center in Brazil. N. Engl. J. Med 338(13), 873–878. [DOI] [PubMed] [Google Scholar]
- Kao CY, 1993. Paralytic shellfish poisoning. Algal toxins in seafood and drinking water., 75–86. [Google Scholar]
- Kogure K, Tamplin ML, Simidu U, Colwell RR, 1988. A tissue culture assay for tetrodotoxin, saxitoxin and related toxins. Toxicon 26(2), 191–197. [DOI] [PubMed] [Google Scholar]
- Lagos N, Onodera H, Zagatto PA, Andrinolo D, Azevedo S, Oshima Y, 1999. The first evidence of paralytic shellfish toxins in the freshwater cyanobacterium Cylindrospermopsis raciborskii, isolated from Brazil. Toxicon 37(10), 1359–1373. [DOI] [PubMed] [Google Scholar]
- Lajeunesse A, Segura PA, Gelinas M, Hudon C, Thomas K, Quilliam MA, Gagnon C, 2012. Detection and confirmation of saxitoxin analogues in freshwater benthic Lyngbya wollei algae collected in the St. Lawrence River (Canada) by liquid chromatography-tandem mass spectrometry. Journal of Chromatography A 1219, 93–103. [DOI] [PubMed] [Google Scholar]
- Landsberg JH, 2002. The effects of harmful algal blooms on aquatic organisms. Reviews in Fisheries Science 10(2), 113–390. [Google Scholar]
- Mahmood NA, Carmichael WW, 1986. Paralytic shellfish poisons produced by the freshwater cyanobacterium Aphanizomenon-flos-aquae NH-5. Toxicon 24(2), 175–&. [DOI] [PubMed] [Google Scholar]
- Manger RL, Leja LS, Lee SY, Hungerford JM, Wekell MM, 1993. Tetrazolium-based cell bioassay for neurotoxins active on voltage sensitive sodium channels - semiautomated assay for saxitoxins, brevetoxins, and ciguatoxins. Analytical Biochemistry 214(1), 190–194. [DOI] [PubMed] [Google Scholar]
- Negri AP, Jones GJ, Hindmarsh M, 1995. Sheep mortality associated with paralytic shellfish poisons from the cyanobacterium anabaena circinalis. Toxicon 33(10), 1321–1329. [DOI] [PubMed] [Google Scholar]
- Onodera H, Oshima Y, Watanabe MF, Watanabe M, Bolch CJ, Blackburn S, Yasumoto T, 1996. Screening of paralytic shellfish toxins in freshwater cyanobacteria and chemical confirmation of the toxins in cultured Anabaena circinalis from Australia, In: Yasumoto T, Oshima Y, Fukuyo Y (Eds.), Harmful and Toxic Algal Blooms. IOS UNESCO, Paris, pp. 563–566. [Google Scholar]
- Onodera H, Satake M, Oshima Y, Yasumoto T, Carmichael WW, 1997. New saxitoxin analogues from the freshwater filamentous cyanobacterium Lyngbya wollei. Natural Toxins 5(4), 146–151. [DOI] [PubMed] [Google Scholar]
- Oshima Y, Hasegawa M, Yasumoto T, Hallegraeff G, Blackburn S, 1987. Dinoflagellate Gymnodinium catenatum as the source of paralytic shellfish toxins in tasmanian shellfish. Toxicon 25(10), 1105–1111. [DOI] [PubMed] [Google Scholar]
- Pizzutti IR, Vela GME, de Kok A, Scholten JM, Dias JV, Cardoso CD, Concenco G, Vivian R, 2016. Determination of paraquat and diquat: LC-MS method optimization and validation. Food Chemistry 209, 248–255. [DOI] [PubMed] [Google Scholar]
- Pomati F, Sacchi S, Rosetti C, Giovannardi S, Onodera H, Oshima Y, Neilan BA, 2003. The freshwater cyanobacterium Planktothrix Sp. FP1: Molecular identification and detection of paralytic shellfish poisoning toxins. Journal of Phycology 36(3), 553–562. [DOI] [PubMed] [Google Scholar]
- Sawyer PJ, Gentile JH, Sasner JJ, 1968. Demonstration of a toxin from Aphanizomenon flos aquae (L) Ralfs. Canadian Journal of Microbiology 14(11), 1199–&. [DOI] [PubMed] [Google Scholar]
- Schantz EJ, McFarren EF, Schafer ML, Lewis KH, 1958. Purified shellfish poison for bioassay standardization. Journal of the Association of Official Agricultural Chemists 41(1), 160–168. [Google Scholar]
- Turner AD, Dhanji-Rapkova M, Algoet M, Suarez-Isla BA, Cordova M, Caceres C, Murphy CJ, Casey M, Lees DN, 2012. Investigations into matrix components affecting the performance of the official bioassay reference method for quantitation of paralytic shellfish poisoning toxins in oysters. Toxicon 59(2), 215–230. [DOI] [PubMed] [Google Scholar]
- Usup G, Leaw CP, Cheah MY, Ahmad A, Ng BK, 2004. Analysis of paralytic shellfish poisoning toxin congeners by a sodium channel receptor binding assay. Toxicon 44(1), 37–43. [DOI] [PubMed] [Google Scholar]
- Van Dolan FM, Fire SE, Leighfield TA, Mikulski CM, Doucette GJ, 2012. Determination of Paralytic Shellfish Toxins in Shellfish by Receptor Binding Assay: Collaborative Study. Journal of Aoac International 95(3), 795–812. [DOI] [PubMed] [Google Scholar]
- Wang KC, Chen SM, Hsu JF, Cheng SG, Lee CK, 2008. Simultaneous detection and quantitation of highly water-soluble herbicides in serum using ion-pair liquid chromatography-tandem mass spectrometry. J. Chromatogr. B 876(2), 211–218. [DOI] [PubMed] [Google Scholar]
- Wiese M, D’Agostino PM, Mihali TK, Moffitt MC, Neilan BA, 2010. Neurotoxic Alkaloids: Saxitoxin and Its Analogs. Marine Drugs 8(7), 2185–2211. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yin QQ, Carmichael WW, Evans WR, 1997. Factors influencing growth and toxin production by cultures of the freshwater cyanobacterium Lyngbya wollei Farlow ex Gomont. Journal of Applied Phycology 9(1), 55–63. [DOI] [PMC free article] [PubMed] [Google Scholar]
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