| Literature DB >> 31269739 |
Stefan Altaner1, Jonathan Puddick2, Valerie Fessard3, Daniel Feurstein4, Ivan Zemskov5, Valentin Wittmann5, Daniel R Dietrich6.
Abstract
Cyanobacterial microcystins (MCs), potent serine/threonine-phosphatase inhibitors, pose an increasing threat to humans. Current detection methods are optimised for water matrices with only a few MC congeners simultaneously detected. However, as MC congeners are known to differ in their toxicity, methods are needed that simultaneously quantify the congeners present, thus allowing for summary hazard and risk assessment. Moreover, detection of MCs should be expanded to complex matrices, e.g., blood and tissue samples, to verify in situ MC concentrations, thus providing for improved exposure assessment and hazard interpretation. To achieve this, we applied two synthetic deuterated MC standards and optimised the tissue extraction protocol for the simultaneous detection of 14 MC congeners in a single ultra performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) run. This procedure was validated using plasma and liver homogenates of mice (male and female) spiked with deuterated MC standards. For proof of concept, tissue and plasma samples from mice i.p. injected with MC-LR and MC-LF were analysed. While MC-LF was detected in all tissue samples of both sexes, detection of MC-LR was restricted to liver samples of male mice, suggesting different toxicokinetics in males, e.g., transport, conjugation or protein binding. Thus, deconjugation/-proteinisation steps should be employed to improve detection of bound MC.Entities:
Keywords: UPLC-MS/MS; blood; cyanobacterial toxin; deuterated MC standards; liver tissue; microcystin; quantification
Year: 2019 PMID: 31269739 PMCID: PMC6669509 DOI: 10.3390/toxins11070388
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Figure 1General structure of microcystins where X and Z are variable l-amino acid positions. β-d-MeAsp is erythro-β-d-methylaspartate; Mdha, N-methyldehydroalanine, Adda, (2S,3S,8S,9S,4E,6E)-3-amino-9-methoxy-2,6,8-trimethyl-10-phenyl-4,6-decadienoic acid.
Figure 2Scheme of the extraction highlighting different time points for spiking with MC congeners.
Congener dependent recovery during SPE and LLP steps of the extraction.
| Solid Phase Extraction (SPE) | Liquid-Liquid Partitioning (LLP) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| StrataX | HLB | PRiME HLB | % in MeOH | % in n-Hexane | ||||||
| Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | |
| MC-RR | 63.4 | 2.3 | 90.4 | 6.0 | 100.9 | 5.8 | 89.0 | 9.9 | 0.6 | 0.0 |
| MC-YR | 112.7 | 2.2 | 81.2 | 5.6 | 80.6 | 9.8 | 96.4 | 4.6 | 1.0 | 0.1 |
| MC-LR | 79.5 | 2.5 | 95.1 | 5.3 | 97.8 | 7.4 | 98.5 | 4.8 | 0.5 | 0.0 |
| MC-FR | 66.8 | 12.4 | 97.6 | 6.9 | 107.2 | 7.2 | 97.8 | 7.0 | 0.6 | 0.0 |
| MC-WR | 74.9 | 2.2 | 98.5 | 6.6 | 114.7 | 7.9 | 97.8 | 8.5 | 0.5 | 0.0 |
| MC-RA | 87.7 | 5.5 | 104.8 | 6.6 | 98.0 | 4.3 | 97.3 | 4.2 | 0.6 | 0.1 |
| MC-Raba | 105.9 | 0.0 | 108.7 | 10.9 | 102.3 | 7.4 | 100.0 | 6.2 | 0.0 | 0.0 |
| MC-LA | 76.0 | 2.1 | 72.6 | 7.1 | 57.9 | 5.6 | 93.6 | 2.8 | 0.8 | 0.0 |
| MC-FA | 67.9 | 3.3 | 81.6 | 8.5 | 62.2 | 3.7 | 93.1 | 4.7 | 1.0 | 0.1 |
| MC-WA | 75.0 | 1.4 | 87.3 | 4.6 | 70.2 | 5.6 | 95.8 | 1.8 | 3.1 | 1.0 |
| MC-LAba | 69.2 | 5.8 | 86.5 | 7.1 | 68.1 | 4.0 | n.d. | n.d. | n.d. | n.d. |
| MC-FAba | 68.4 | 4.6 | 86.9 | 8.5 | 78.3 | 2.5 | n.d. | n.d. | n.d. | n.d. |
| MC-WAba | 71.9 | 3.0 | n.d. | n.d. | n.d. | n.d. | n.d. | n.d. | n.d. | n.d. |
| MC-LF | n.d. | n.d. | n.d. | n.d. | 77.4 | 4.7 | n.d. | n.d. | n.d. | n.d. |
| D7-MC-LR | n.d. | n.d. | 97.8 | 6.6 | 92.6 | 5.9 | n.d. | n.d. | n.d. | n.d. |
| D5-MC-LF | n.d. | n.d. | 94.8 | 6.7 | 79.1 | 3.9 | n.d. | n.d. | n.d. | n.d. |
For the determination of the loss of the SPE procedure, MC congeners in MeOH solution were spiked to the sample after protein precipitation and liquid-liquid partitioning, but before the SPE procedure (Middle-Spike). Liquid-liquid partitioning was performed with MC-spiked MeOH, which was topped with hexane. n.d.: not determined in that particular experiment. n = 3. SD = standard deviation.
Total recovery of the extraction using different protein precipitation (PP) procedures.
| Methanol | Acetonitrile | |||||||
|---|---|---|---|---|---|---|---|---|
| 1× | 2× | 1× | 2× | |||||
| Mean | SEM | Mean | SEM | Mean | SEM | Mean | SEM | |
| MC-RR | 43.2 | 2.1 | 52.3 | 5.0 | 44.6 | 2.6 | 47.1 | 2.8 |
| MC-YR | 35.1 | 2.2 | 47.4 | 7.1 | 43.8 | 4.2 | 47.2 | 3.0 |
| MC-LR | 43.8 | 2.3 | 49.4 | 5.2 | 45.9 | 2.8 | 46.7 | 2.6 |
| MC-FR | 44.3 | 2.3 | 56.3 | 6.0 | 50.8 | 2.9 | 52.1 | 3.5 |
| MC-WR | 41.0 | 3.0 | 54.0 | 5.6 | 45.6 | 3.3 | 48.0 | 3.2 |
| MC-RA | 50.9 | 2.2 | 62.0 | 7.5 | 54.8 | 2.5 | 55.7 | 2.7 |
| MC-Raba | 52.9 | 3.7 | 62.5 | 7.3 | 54.5 | 2.3 | 59.9 | 2.4 |
| MC-LA | 49.2 | 2.4 | 35.2 | 3.5 | 54.2 | 2.7 | 47.7 | 3.6 |
| MC-FA | 47.5 | 2.3 | 41.8 | 4.4 | 55.2 | 2.4 | 50.7 | 1.8 |
| MC-WA | 45.7 | 2.6 | 49.0 | 3.8 | 48.7 | 2.5 | 50.2 | 3.7 |
| MC-LAba | 49.7 | 2.8 | 47.0 | 6.0 | 57.7 | 3.0 | 56.6 | 3.3 |
| MC-FAba | 50.9 | 2.2 | 52.9 | 6.0 | 59.4 | 2.5 | 64.7 | 3.6 |
| MC-WAba | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| MC-LF | 59.2 | 5.3 | 61.1 | 5.8 | 69.0 | 6.4 | 64.3 | 6.2 |
| D7-MC-LR | 48.0 | 2.2 | 51.9 | 4.1 | 51.0 | 2.6 | 51.0 | 2.9 |
| D5-MC-LF | 61.0 | 2.5 | 67.4 | 6.0 | 70.0 | 3.1 | 71.6 | 3.3 |
n.d.: not determined in that particular experiment. n = 2 (MeOH) and 3 (ACN). SEM = standard error of the mean.
Figure 3Quantification of MC in spiked human serum using D5-MC-LF and D7-MC-LR as internal standards (ISs). The same dataset was analysed using different IS for the quantification of the other MC congeners. (A) No internal standard specified, (B) D5-MC-LF as IS, (C) D7-MC-LR as IS, (D) D7-MC-LR as IS for all arginine-containing congeners and D5-MC-LF for non-arginine-containing congeners. n = 3, Two-way ANOVA with Bonferroni Post-test to test difference from 100 ± 20%. * p < 0.05, ** p < 0.01, *** p < 0.001, **** p < 0.0001.
Validation parameters of the established methods.
| Mouse Recovery (% of Expected Result) | LOD (ng/mL) | LOQ (ng/mL) | Linear Range (ng/mL) | ||
|---|---|---|---|---|---|
| Congener | Mouse Serum | Mouse Liver | Mouse Serum | Mouse Serum | Mouse Serum |
| MC-RR | 74.2% | 78.7% | 0.5 | 2 | 2 - 500 |
| MC-YR | 88.5% | 82.9% | 0.5 | 2 | 2 - 500 |
| MC-LR | 113.1% | 81.2% | 0.1 | 2 | 2 - 500 |
| MC-FR | 124.3% | 86.3% | - | - | - |
| MC-WR | 108.6% | 94.5% | - | - | - |
| MC-RA | 111.2% | 120.9% | - | - | - |
| MC-RAba | 106.4% | 109.6% | - | - | - |
| MC-LA | 86.1% | 64.5% | - | - | - |
| MC-FA | 100.0% | 43.4% | - | - | - |
| MC-WA | 96.8% | 34.1% | - | - | - |
| MC-LAba | 94.3% | 42.2% | - | - | - |
| MC-FAba | 97.4% | 54.4% | - | - | - |
| MC-WAba | 89.8% | <LOQ | - | - | - |
| MC-LF | 83.5% | 90.6% | (0.5) | (2) | (2 - 500) |
| D7-MC-LR | 100.0% | 100.0% | - | - | - |
| D5-MC-LF | 100.0% | 100.0% | - | - | |
MC-RR, MC-YR and MC-LR were used as external standards. MC-LF was also part of the external standard mix, but was not used to quantify any of the other MC congeners as it was no certified reference material but served as reference for more hydrophobic congeners. D7-MC-LR and D7-MC-LR were used as internal standards in every sample quantified. Recovery was calculated using the external standards in MeOH. Therefore, the recovery as calculated here shows the influence of the matrix. MC congener mix spiked mouse plasma and liver homogenates from untreated male animals were used for this experiment. Linear regressions for the linearity determination all showed R2 > 0.99.
Intra-day and inter-day precision.
| Day 1 | Day 2 | Both Days | |||||
|---|---|---|---|---|---|---|---|
| Mean (ng/mL) | SD (ng/mL) | RSD (%) | Mean (ng/mL) | SD (ng/mL) | RSD (%) | RSD (%) | |
| MC-RR |
|
|
|
|
|
|
|
| MC-YR |
|
|
|
|
|
|
|
| MC-LR |
|
|
|
|
|
|
|
| MC-FR | 271.9 | 14.5 | 5.3 | 383.0 | 43.5 | 11.4 | 24.0 |
| MC-WR | 81.6 | 16.1 | 19.7 | 127.3 | 16.9 | 13.3 | 31.0 |
| MC-RA | 73.5 | 9.4 | 12.8 | 75.8 | 13.5 | 17.8 | 2.2 |
| MC-RAba | 21.1 | 1.0 | 4.5 | 22.6 | 2.7 | 12.1 | 5.0 |
| MC-LA | 112.6 | 17.9 | 15.9 | 102.9 | 8.6 | 8.3 | 6.4 |
| MC-FA | 145.5 | 2.4 | 1.7 | 119.6 | 6.0 | 5.0 | 13.8 |
| MC-WA | 46.3 | 3.1 | 6.7 | 38.0 | 5.5 | 14.6 | 14.0 |
| MC-LAba | 89.0 | 10.2 | 11.5 | 87.4 | 6.5 | 7.4 | 1.3 |
| MC-FAba | 49.7 | 8.1 | 16.2 | 39.1 | 3.1 | 8.0 | 16.9 |
| MC-WAba | <LOQ | n.d. | n.d. | < LOQ | n.d. | n.d. | n.d. |
| MC-LF | <LOQ | n.d. | n.d. | < LOQ | n.d. | n.d. | n.d. |
| D7-LR | 10.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 |
| D5-LF | 10.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 |
Samples (n = 3) were measured on day 1. RSD is a measure for intraday precision. Identical samples were also measured on day 2 with slightly different RSD. The last column shows the RSD when the means of day 1 and day 2 are used.
Figure 4Analysis of MC levels in plasma and livers of exposed mice. Mice were injected with 100 µg/kg bw MC-LR or MC-LF. Values < LOD are shown as 0. Results are mean ± SD of two animals.
MS Parameters.
| Congener | Analysis Window (min) | Parent Mass ( | Daughter Mass ( | Dwell Time (s) | Cone Voltage (V) | Collision Energy (V) | External Standard | Internal Standard |
|---|---|---|---|---|---|---|---|---|
| MC-RR | 0.3–1.6 | 519.7 | 135.1 | 0.027 | 40 | 27 | MC-RR | D7-MC-LR |
| MC-YR | 0.3–1.6 | 1045.6 | 135.1 | 0.027 | 40 | 70 | MC-YR | D7-MC-LR |
| MC-LR | 0.3–1.6 | 995.6 | 135.1 | 0.027 | 40 | 65 | MC-LR | D7-MC-LR |
| MC-FR | 0.3–1.6 | 1029.6 | 135.1 | 0.027 | 40 | 65 | MC-LR | D7-MC-LR |
| MC-WR | 0.3–1.6 | 1086.6 | 135.1 | 0.027 | 40 | 65 | MC-LR | D7-MC-LR |
| MC-RA | 1.3–2.5 | 953.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D7-MC-LR |
| MC-Raba | 1.3–2.5 | 967.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D7-MC-LR |
| MC-LA | 1.3–2.5 | 910.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D7-MC-LF |
| MC-FA | 1.3–2.5 | 944.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D7-MC-LF |
| MC-WA | 1.3–2.5 | 983.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D5-MC-LF |
| MC-Laba | 1.7–3.5 | 924.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D5-MC-LF |
| MC-Faba | 1.7–3.5 | 958.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D5-MC-LF |
| MC-WAba | 1.7–3.5 | 997.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D5-MC-LF |
| MC-LF | 1.7–3.5 | 986.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | D5-MC-LF |
| D7-MC-LR | 1.0–1.8 | 1002.7 | 135.1 | 0.024 | 40 | 65 | MC-LR | - |
| D5-MC-LF | 2.3–3.5 | 991.6 | 135.1 | 0.024 | 40 | 65 | MC-LR | - |
The columns for internal and external standard denominate the congeners, which are used for the quantification of the respective conger during the UPLC-MS/MS analysis. Dwell times differ as the individual analytical windows do not contain the same numbers of congeners.