| Literature DB >> 32509733 |
Dominik Braun1, Chibundu N Ezekiel2, Doris Marko1, Benedikt Warth1.
Abstract
Exposure to natural food contaminants during infancy may influence health consequences later in life. Hence, breast milk may serve as a vehicle to transport these contaminants, including mycotoxins, from mothers to their infants. Analytical methods mostly focused on single exposures in the past, thus neglecting co-occurrences and mixture effects. Here, we present a highly sensitive multi-biomarker approach by a sophisticated combination of steps during sample preparation including a Quick, Easy, Cheap, Effective, Rugged and Safe (QuEChERS) extraction followed by a solid phase extraction (SPE) cleanup and utilizing stable isotopes for compensating challenging matrix effects. The assay was validated in-house, reaching limits of detection (LOD) for all 34 analytes in the range of 0.1 to 300 ng/L with satisfying extraction efficiencies (75-109%) and stable intermediate precisions (1-18%) for most analytes. Compared to a similar multi-mycotoxin assay for breast milk, LOD values were decreased by a factor of 2-60x enabling the assessment of chronic low-dose exposures. The new method was applied to a small set of Nigerian breast milk samples (n = 3) to compare results with already published data. Concentration levels of samples that were found to be contaminated before could be confirmed. In addition, other mycotoxins were determined in all three samples, for example the newly investigated alternariol monomethyl ether (AME) was found for the first time in this biological fluid at concentrations up to 25 ng/L. Moreover, in a pooled Austrian sample obtained from a milk bank, trace amounts of multiple mycotoxins including AME (1.9 ng/L), beauvericin (5.4 ng/L), enniatin B (4.7 ng/L), enniatin B1 (<LOQ), ochratoxin A (<LOQ) and the estrogenic zearalenone (<LOQ) confirmed co-occurrence and exposure even in a country with high food safety standards. In conclusion, the method facilitates the determination of mycotoxins at ultra-trace levels in breast milk, enabling the generation of occurrence data necessary for comprehensive co-exposure assessment.Entities:
Keywords: environmental contaminants; exposome; exposure assessment; food safety; infant and public health
Year: 2020 PMID: 32509733 PMCID: PMC7248376 DOI: 10.3389/fchem.2020.00423
Source DB: PubMed Journal: Front Chem ISSN: 2296-2646 Impact factor: 5.221
Optimized analyte specific MS and MS/MS parameters utilized on the QTrap6500+ instrument.
| Aflatoxicol | 5.9 | 297.0 | [M-H2O+H]+ | 269.1/115.0 | 71 | 29/83 | 12/14 | 98 |
| Aflatoxin B1 | 5.2 | 313.0 | [M+H]+ | 241.0/213.0/259.2 | 106 | 49/61/43 | 14/16/18 | 65 |
| Aflatoxin B2 | 5.0 | 315.0 | [M+H]+ | 243.0/203.0 | 125 | 53/49 | 16/12 | 46 |
| Aflatoxin G1 | 4.7 | 329.1 | [M+H]+ | 243.1/200.0/214.6 | 86 | 39/59/46 | 14/12/14 | 67 |
| Aflatoxin G2 | 4.5 | 331.1 | [M+H]+ | 313.2/245.2 | 111 | 35/43 | 18/14 | 59 |
| Aflatoxin M1 | 4.5 | 329.1 | [M+H]+ | 273.2/229.1 | 91 | 35/59 | 16/12 | 54 |
| 13C-Aflatoxin M1 | 4.5 | 346.0 | [M+H]+ | 288.2 | 91 | 35 | 16 | - |
| Aflatoxin M2 | 4.3 | 331.0 | [M+H]+ | 285.2/259.0/241.0 | 96 | 33/33/57 | 14/16/14 | 99 |
| Aflatoxin P1 | 4.8 | 299.1 | [M+H]+ | 270.7/215.1/171.1 | 126 | 35/38/56 | 18/11/17 | 30 |
| Aflatoxin Q1 | 4.4 | 328.7 | [M+H]+ | 206.0/177.0 | 121 | 33/47 | 14/12 | 71 |
| Aflatoxin B1-N7-guanine | 4.0 | 480.0 | [M+H]+ | 152.1/135.0 | 46 | 23/85 | 10/14 | 41 |
| Alternariol | 6.3 | 257.0 | [M-H]− | 215.0/213.0 | −100 | −36/−34 | −11/−11 | 137 |
| 2H-Alternariol | 6.3 | 261.0 | [M-H]− | 150.0 | −110 | −46 | −5 | - |
| Alternariol monomethyl ether | 8.2 | 271.1 | [M-H]− | 256.0/227.0 | −95 | −32/−50 | −13/−9 | 17 |
| Beauvericin | 11.0 | 801.5 | [M+NH4]+ | 244.2/134.0/262.1 | 66 | 42/99/41 | 14/14/18 | 108 |
| Citrinin | 5.2 | 281.0 | [M+MeOH-H]− | 249.0/205.0 | −50 | −24/−33 | −7/−7 | 56 |
| 13C-Citrinin | 5.2 | 294.3 | [M+MeOH-H]− | 217.1 | −40 | −32 | −17 | - |
| Deoxynivalenol | 3.1 | 355.1 | [M+OAc]− | 265.2/59.2 | −70 | −24/−40 | −13/−8 | 940 |
| 13C-Deoxynivalenol | 3.1 | 370.1 | [M+OAc]− | 278.8 | −20 | −22 | −15 | - |
| Dihydrocitrinone | 4.5 | 265.0 | [M-H]− | 177.0/203.0/147.1 | −25 | −34/−40/−46 | −11/−17/−15 | 23 |
| Enniatin A | 11.5 | 699.4 | [M+NH4]+ | 210.1/100.1/228.0 | 106 | 43/91/47 | 12/12/18 | 69 |
| Enniatin A1 | 11.3 | 685.4 | [M+NH4]+ | 210.1/100.2/196.1 | 96 | 41/89/39 | 8/8/14 | 70 |
| Enniatin B | 10.9 | 657.5 | [M+NH4]+ | 196.3/214.1 | 81 | 45/47 | 18/18 | 63 |
| Enniatin B1 | 11.1 | 671.4 | [M+NH4]+ | 196.0/210.0 | 111 | 43/41 | 12/12 | 70 |
| Fumonisin B1 | 6.2 | 722.5 | [M+H]+ | 334.4/352.3 | 121 | 57/55 | 4/12 | 95 |
| 13C-Fumonisin B1 | 6.2 | 756.3 | [M+H]+ | 356.3 | 130 | 46 | 10 | - |
| Fumonisin B2 | 7.9 | 706.5 | [M+H]+ | 336.4/318.4 | 126 | 59/51 | 8/2 | 44 |
| HT-2 toxin | 6.2 | 442.2 | [M+NH4]+ | 263.1/215.0 | 76 | 21/21 | 19/19 | 227 |
| Nivalenol | 2.7 | 371.1 | [M+OAc]− | 281.1/59.1 | −75 | −22/−42 | −15/−7 | 92 |
| 13C-Nivalenol | 2.7 | 386.0 | [M+OAc]− | 295.2 | −75 | −22 | −15 | - |
| Ochratoxin A | 6.5 | 404.0 | [M+H]+ | 239.0/102.0 | 91 | 37/105 | 16/14 | 34 |
| 13C-Ochratoxin A | 6.5 | 424.0 | [M+H]+ | 250.0 | 51 | 33 | 12 | - |
| Ochratoxin B | 5.5 | 370.1 | [M+H]+ | 205.0/103.1 | 86 | 33/77 | 12/16 | 30 |
| Ochratoxin α | 4.4 | 254.9 | [M-H]− | 166.9/123.0/110.9 | −90 | −36/−40/−44 | −11/−17/−21 | 21 |
| Sterigmatocystin | 8.1 | 325.1 | [M+H]+ | 281.1/310.2/253.1 | 96 | 51/35/57 | 16/18/16 | 84 |
| T-2 toxin | 7.0 | 484.3 | [M+NH4]+ | 215.2/185.1 | 56 | 29/31 | 18/11 | 88 |
| Tentoxin | 6.5 | 413.3 | [M-H]− | 141.0/271.1 | −105 | −30/−24 | −11/−15 | 64 |
| Zearalanone | 7.5 | 319.1 | [M-H]− | 161.0/107.0/137.0 | −125 | −38/−40/−38 | −15/−13/−17 | 64 |
| α-Zearalanol | 7.2 | 321.1 | [M-H]− | 277.1/235.1/161.0 | −120 | −30/−32/−38 | −18/−17/−9 | 6.0 |
| β-Zearalanol | 6.4 | 321.1 | [M-H]− | 277.1/303.1 | −120 | −30/−30 | −18/−20 | 29 |
| Zearalenone | 7.7 | 317.1 | [M-H]− | 175.0/131.1/160.0 | −110 | −34/−42/−40 | −13/−8/−11 | 73 |
| 13C-Zearalenone | 7.7 | 335.2 | [M-H]− | 185.1 | −110 | −34 | −13 | - |
| α-Zearalenol | 7.4 | 319.2 | [M-H]− | 160.1/130.1 | −115 | −44/−50 | −13/−20 | 61 |
| β-Zearalenol | 6.7 | 319.2 | [M-H]− | 160.1/130.1 | −115 | −44/−50 | −13/−20 | 63 |
Retention time.
Quantifier/qualifier/confirming ion.
Declustering potential.
Collision energy.
Cell exit potential.
Calculated as (qualifier/quantifier × 100) in matrix-matched standard.
Figure 1Chemical structures of the 34 investigated mycotoxins and some of their metabolites as included in the optimized LC-MS/MS method. Validation criteria were met for 29 analytes (excluding alternariol, aflatoxin B1-N7-guanine, deoxynivalenol, dihydrocitrinone and nivalenol).
Figure 2Comparison of MRM-chromatograms of matrix-matched “blank” samples (A) and matrix-matched calibrants (B) after the extraction with the old sample preparation protocol [according to Braun et al. (2018)] and the newly presented approach acquired on the TSQ Vantage instrument.
Performance characteristics of the method as obtained during in-house validation on the QTrap6500+ instrument including concentration range of matrix matched standard calibration, regression coefficient (R2), spiking levels, recoveries of the extraction step (RE), intermediate precision (RSDR), repeatability (RSDr), signal suppression/enhancement (SSE), limits of detection (LOD) and limits of quantification (LOQ).
| Aflatoxicol | 0.9997 | 50/240/1200 | 91 ± 3 | 101 ± 4 | 96 ± 4 | 3/4/3 | 60 | 30 | 60 |
| Aflatoxin B1 | 0.9995 | 10/48/240 | 96 ± 2 | 89 ± 4 | 84 ± 4 | 2/6/2 | 62 | 2.5 | 5.0 |
| Aflatoxin B2 | 0.9997 | 20/48/240 | 100 ± 5 | 87 ± 6 | 84 ± 5 | 6/8/4 | 59 | 1.0 | 2.0 |
| Aflatoxin G1 | 0.9997 | 30/48/240 | 99 ± 1 | 91 ± 7 | 88 ± 3 | 2/10/1 | 70 | 3.5 | 7.0 |
| Aflatoxin G2 | 0.9996 | 30/48/240 | 100 ± 8 | 91 ± 8 | 90 ± 4 | 9/10/2 | 76 | 4.0 | 8.0 |
| Aflatoxin M1 | 0.9997 | 10/48/240 | 109 ± 4 | 84 ± 5 | 92 ± 3 | 5/5/3 | 89 | 2.0 | 4.0 |
| Aflatoxin M2 | 0.9994 | 48/100/240 | 87 ± 13 | 93 ± 8 | 88 ± 6 | 20/13/4 | 88 | 14 | 28 |
| Aflatoxin P1 | 0.9995 | 48/80/240 | 91 ± 7 | 95 ± 6 | 89 ± 4 | 6/7/3 | 49 | 9.0 | 18 |
| Aflatoxin Q1 | 0.9997 | 10/48/240 | 89 ± 8 | 91 ± 11 | 93 ± 4 | 6/13/2 | 75 | 13 | 26 |
| Aflatoxin B1-N7-guanine | 0.9997 | 20/240/1200 | 39 ± 19 | 22 ± 19 | 25 ± 25 | 26/20/38 | 90 | 4.0 | 8.0 |
| Alternariol | 0.9996 | 50/96/480 | - | - | 6 ± 27 | -/-/36 | 44 | 4.0 | 8.0 |
| Alternariol monomethyl ether | 0.9998 | 10/96/480 | 86 ± 5 | 89 ± 4 | 86 ± 4 | 5/3/3 | 51 | 0.5 | 1.0 |
| Beauvericin | 0.9993 | 6/10/48 | 85 ± 9 | 86 ± 6 | 87 ± 3 | 10/6/2 | 76 | 0.1 | 0.2 |
| Citrinin | 0.9998 | 6/48/240 | 118 ± 18 | 93 ± 4 | 88 ± 3 | 15/9/2 | 115 | 3.0 | 6.0 |
| Deoxynivalenol | 0.9997 | 720/1000/3600 | - | - | - | -/-/- | 89 | 106 | 212 |
| Dihydrocitrinone | 0.9994 | 96/200/480 | 55 ± 7 | 41 ± 9 | 46 ± 15 | 4/14/17 | 114 | 14 | 28 |
| Enniatin A | 0.9997 | 6/10/48 | 99 ± 5 | 103 ± 6 | 99 ± 6 | 5/7/7 | 71 | 0.5 | 1.0 |
| Enniatin A1 | 0.9994 | 6/10/48 | 98 ± 5 | 102 ± 8 | 97 ± 5 | 4/3/3 | 86 | 0.9 | 1.8 |
| Enniatin B | 0.9997 | 6/10/48 | 85 ± 6 | 99 ± 11 | 87 ± 7 | 9/14/9 | 61 | 0.7 | 1.4 |
| Enniatin | 0.9995 | 6/10/48 | 95 ± 6 | 100 ± 7 | 95 ± 5 | 4/7/4 | 71 | 0.5 | 1.0 |
| HT-2 toxin | 0.9966 | 720/2830/3600 | 84 ± 12 | 81 ± 9 | 98 ± 6 | 9/9/7 | 74 | 300 | 600 |
| Nivalenol | 0.9998 | 800/1280/6400 | - | - | - | -/-/- | 91 | 70 | 140 |
| Ochratoxin A | 0.9997 | 30/96/480 | 96 ± 3 | 109 ± 5 | 104 ± 5 | 4/3/3 | 80 | 0.8 | 1.5 |
| Ochratoxin B | 0.9997 | 20/96/480 | 97 ± 3 | 108 ± 5 | 105 ± 5 | 3/4/2 | 88 | 2.5 | 5.0 |
| Ochratoxin α | 0.9984 | 160/300/800 | 83 ± 18 | 75 ± 17 | 84 ± 4 | 24/23/8 | 93 | 24 | 48 |
| Sterigmatocystin | 0.9997 | 15/24/120 | 90 ± 2 | 86 ± 4 | 84 ± 4 | 2/3/2 | 34 | 0.5 | 1.0 |
| T-2 toxin | 0.9998 | 96/100/480 | 106 ± 5 | 95 ± 2 | 99 ± 5 | 6/2/4 | 55 | 11 | 22 |
| Tentoxin | 0.9995 | 96/200/480 | 101 ± 4 | 93 ± 3 | 101 ± 6 | 5/3/4 | 76 | 23 | 46 |
| Zearalanone | 0.9995 | 96/480/700 | 92 ± 4 | 89 ± 4 | 96 ± 2 | 3/3/1 | 50 | 60 | 120 |
| α-Zearalanol | 0.9996 | 128/640/800 | 103 ± 3 | 98 ± 5 | 97 ± 2 | 3/5/2 | 39 | 73 | 146 |
| β-Zearalanol | 0.9993 | 128/640/1200 | 98 ± 4 | 93 ± 5 | 95 ± 1 | 5/4/1 | 60 | 75 | 150 |
| Zearalenone | 0.9997 | 96/100/480 | 103 ± 5 | 95 ± 3 | 98 ± 4 | 4/3/2 | 53 | 16 | 32 |
| α-Zearalenol | 0.9995 | 100/128/640 | 90 ± 5 | 103 ± 4 | 100 ± 5 | 5/5/4 | 48 | 44 | 87 |
| β-Zearalenol | 0.9997 | 100/128/640 | 92 ± 5 | 97 ± 6 | 93 ± 3 | 5/5/3 | 46 | 54 | 108 |
Spiking levels reported in the following order: low level/ intermediate level/ high level.
RSD.
SSE calculated as the slope of calibration in matrix divided by the slope of calibration in solution expressed in percent.
AOH, DON and NIV could not be recovered following our extraction procedure with the exception of AOH at the highest spiked level. Therefore, none of these toxins were successfully validated.
Non-spiked pooled matrix sample was contaminated. Therefore, validation results reported were evaluated by standard addition.
Comparison of limit of detection (LOD) values for all analytes using the published (Braun et al., 2018) and newly presented approach.
| Aflatoxicol | 150 | 75 | 30 |
| Aflatoxin B1 | 40 | 10 | 2.5 |
| Aflatoxin B2 | 42 | 8 | 1 |
| Aflatoxin G1 | 43 | 7 | 3.5 |
| Aflatoxin G2 | 79 | 18 | 4 |
| Aflatoxin M1 | 43 | 5 | 2 |
| Aflatoxin M2 | 76 | 8 | 14 |
| Aflatoxin P1 | 68 | 22 | 9 |
| Aflatoxin Q1 | 63 | 20 | 13 |
| Aflatoxin B1-N7-guanine | 200 | 40 | 4 |
| Alternariol | - | 10 | 4 |
| Alternariol monomethyl ether | - | 5 | 0.5 |
| Beauvericin | 6 | 0.5 | 0.1 |
| Citrinin | 25 | 3 | 3 |
| Deoxynivalenol | 770 | 225 | 106 |
| Dihydrocitrinone | 92 | 20 | 14 |
| Enniatin A | 5 | 2 | 0.5 |
| Enniatin A1 | 12 | 2 | 0.9 |
| Enniatin B | 4 | 1 | 0.7 |
| Enniatin B1 | 6 | 2 | 0.5 |
| HT-2 toxin | 1,400 | 455 | 300 |
| Nivalenol | 254 | 400 | 70 |
| Ochratoxin A | 48 | 5 | 0.8 |
| Ochratoxin B | 63 | 6 | 2.5 |
| Ochratoxin α | 210 | 34 | 24 |
| Sterigmatocystin | 13 | 2 | 0.5 |
| T-2 toxin | 180 | 33 | 11 |
| Tentoxin | - | 20 | 23 |
| Zearalanone | - | 76 | 60 |
| α-Zearalanol | - | 66 | 73 |
| β-Zearalanol | - | 50 | 75 |
| Zearalenone | 93 | 28 | 16 |
According to Braun et al. (.
Figure 3MRM-chromatograms of a solvent blank (A), non-spiked pooled matrix from Austria, demonstrating the extremely high sensitivity of the established method, as this sample was considered a “blank” sample before (B) and spiked pooled matrix from Austria (C) of beauvericin (BEA), enniatin B (Enn B), enniatin B1 (Enn B1), alternariol monomethyl ether (AME), ochratoxin A (OTA) and zearalenone (ZEN), respectively. For OTA and ZEN 13C-labeled internal reference standards were included for analyte confirmation, while for the other analytes detected no labeled standards were available (To discriminate between quantifier and qualifier ion traces kindly refer to the online version of this figure).
Figure 4Comparison of previous methods' LOD values (Braun et al., 2018) with the LODs as obtained during in-house validation of the new methodology (blue arrows indicate sensitivity increase; AME was newly implemented within the present study). Mycotoxin concentration of the non-spiked pooled Austrian sample are indicated by the blue dot and highlight the feasibility to now detect and quantify chronic low-dose exposures.
Figure 5Comparison of three Nigerian samples using an old (Braun et al., 2018) and newly developed protocol. Results obtained after the integrated QuEChERS/SPE clean-up (colored dots) excellently fit with our previous reported concentration (colored triangles) for beauvericin (BEA), enniatin B (Enn B), and ochratoxin A (OTA) indicating the high precision of the developed method. In addition to the confirmed mycotoxins, six were newly identified and quantification was feasible for most mycotoxins. Importantly, aflatoxin M1 (AFM1) and OTA were confirmed by 13C-labeled reference standards.