In chickens, the administration of the diets containing fumonisins alone (FB) increased the level of hepatic sphinganine (Sa) and significantly decreased the levels of ceramides (Cer), sphingomyelins (SM), monohexosylceramides (HexCer), lactosylceramides (LacCer), dihydroceramides (DHCer), and dihydrosphingomyelins (DHSM) (Fig. 1A). Administration of the diets containing deoxynivalenol alone (DON) or zearalenone alone (ZEN) also reduced the levels of most sphingolipids. In chickens, the administration of diets containing fumonisins, deoxynivalenol, and zearalenone (FDZ) in combination greatly increased the sphinganine levels, had no effect on the Cer, HexCer, and LacCer levels, and increased the SM, DHCer, and DHSM levels (Fig. 1A). In ducks, administration of the FB diet increased the sphinganine levels and had no effect on the class level of sphingolipids (Fig. 1B). Feeding the DON or ZEN diets had no effect on the sphinganine concentration and only the level of SM was slightly increased. The FDZ diet had the same effects on the sphingolipid levels in the liver as the FB diets in ducks.
The effects of the various diets on the main sphingolipids assayed in this study are presented in Tables 1 and 2 for chickens and ducks respectively, while the effects on all of the analytes assayed are shown in Tables S4 and S5, respectively. The effects of fusariotoxins on a given class of sphingolipids do not reflect the effects observed on the other analytes. For example, in chickens fed FDZ, the d18:1/16:0 was significantly reduced, whereas d18:1/22:0 was significantly increased (Table 1). The sphingolipid concentrations in the liver were also highly variable depending on the animal species, the class of sphingolipid, and the chain length of the incorporated fatty acid. For example, C16 LacCer were not detectable in ducks, whereas C22–24 LacCer were not detectable in chickens in this study. Of note, as the effects of fumonisins on different sphingolipids have been reported to vary depending on the chain length of the incorporated fatty acid, a specific analysis of C16 sphingolipids and of the sum of the C22–24 sphingolipids was performed (Fig. 2). These effects are expressed as fold changes to facilitate comparison.
In chickens, administration of the FB diet greatly reduced the levels of Cer, SM, HexCer, LacCer, DHCer, and DHSM with C16, while sphingolipids levels with C22–24 were less affected (Figs. 2A and B). In ducks, the FB diet reduced the levels of Cer, SM, and HexCer with C16, but had no effect on the levels of DHCer and DHSM with C16 (Fig. 2C). Similarly, in ducks, the FB diet had no effect on the levels of Cer, SM, HexCer, DHCer, and DHSM with C22–24 (Fig. 2D). The effects of diets containing DON and ZEN were similar for C16 and C22–24 sphingolipid, but different in chickens and ducks (Fig. 2). A decrease in Cer, SM, HexCer, DHCer, and DHSM levels was observed in chickens (Figs. 2A and B), whereas these compounds tended to increase in ducks (Figs. 2C and D).
Table 1
Concentrations of the main sphingolipids measured in the livers of chickens fed a mycotoxin-free diet (CON) or diets containing deoxynivalenol (DON), zearalenone (ZEN), fumonisins (FB), or a mixture of these toxins (FDZ) at the maximum levels recommended by the European Commission1.
Analytes/Feed | CON | DON | ZEN | FB | FDZ |
Sphingoid bases |
d18:0 | 1.21 ± 0.44c | 1.06 ± 0.44c | 0.91 ± 0.34c | 1.75 ± 0.46b | 4.06 ± 0.86a |
d18:1 | 19.4 ± 10.2a | 14.0 ± 4.7abc | 13 ± 2.9bc | 10.6 ± 2.2c | 18.3 ± 1.9ab |
d20:0 2 | 95.8 ± 30.5c | 101 ± 14.3c | 91.3 ± 28.1c | 135 ± 37b | 174 ± 23.3a |
d20:1 2 | 41.6 ± 10.7 | 39.8 ± 4.6 | 38.7 ± 5.6 | 37.8 ± 5.3 | 35.9 ± 2.6 |
t18:0 | 2.29 ± 0.65a | 2.09 ± 0.79a | 1.64 ± 0.59ab | 1.21 ± 0.3b | 2.31 ± 0.35a |
Dihydroceramides |
18:0/16:0 | 42.1 ± 28.2ab | 25.4 ± 11.6bc | 27.1 ± 23.6bc | 17.3 ± 7.2c | 56.9 ± 20.3a |
18:0/22:0 | 2.25 ± 1.4b | 2.12 ± 0.9b | 1.89 ± 1.99b | 1.97 ± 0.65b | 5.76 ± 2.12a |
18:0/24:0 | 2.1 ± 0.82b | 1.68 ± 0.52b | 1.67 ± 1.58b | 1.7 ± 0.5b | 3.84 ± 0.87a |
Ceramides |
18:1/14:0 | 1.23 ± 0.41a | 0.93 ± 0.25b | 0.9 ± 0.33b | 0.5 ± 0.09c | 0.93 ± 0.14b |
18:1/16:0 | 504 ± 128a | 415 ± 80b | 401 ± 117b | 192 ± 49c | 347 ± 50b |
18:1/18:0 | 127 ± 42a | 88 ± 19bc | 92.7 ± 35.0bc | 64.2 ± 18.8c | 103 ± 11ab |
18:1/20:0 | 30.0 ± 9.3a | 22.4 ± 5.1b | 22.4 ± 9.6b | 18.7 ± 4.8b | 33.1 ± 6.3a |
18:1/22:0 | 143 ± 34b | 118 ± 25c | 108 ± 32c | 109 ± 23c | 170 ± 24a |
18:1/24:0 | 75.7 ± 25.5a | 55.1 ± 11.8b | 48.6 ± 14.6b | 51.13 ± 11.47b | 88.7 ± 16.12a |
18:1/24:1 | 154 ± 42a | 114 ± 25b | 100 ± 31b | 103 ± 22b | 175 ± 11a |
18:1/24:2 | 102 ± 33a | 60.0 ± 15.7b | 50.4 ± 18.9b | 54.7 ± 18.6b | 107 ± 14.a |
Hexosylceramidesr |
Hex18:1/16:0 | 11.5 ± 4a | 7.62 ± 3.41b | 7.91 ± 2.57b | 2.28 ± 0.88c | 7.3 ± 2.69b |
Hex18:1/18:0 | 6.69 ± 3.11ab | 5.63 ± 3.51ab | 3.92 ± 2.01bc | 2.24 ± 1.02c | 7.55 ± 2.54a |
Hex18:1/20:0 | 3.71 ± 1.13b | 2.58 ± 0.98c | 2.32 ± 1.05c | 1.87 ± 0.42c | 5.27 ± 1.15a |
Hex18:1/22:0 | 7.19 ± 2.37b | 4.44 ± 2.2c | 3.42 ± 1.79c | 2.73 ± 0.82c | 10.6 ± 2.5a |
Hex18:1/24:0 | 15.1 ± 3.3b | 11.4 ± 3.5c | 10.6 ± 3.4c | 9.43 ± 2.27c | 22.2 ± 3.3a |
Hex18:1/24:1 | 10.5 ± 5.4b | 6.01 ± 2.9c | 4.37 ± 1.9c | 3.75 ± 1.48c | 14.4 ± 5.4a |
Lactosylceramides |
Lac18:1/16:0 | 12.2 ± 3.1a | 8.09 ± 2.12b | 7.72 ± 2.2b | 3.95 ± 1.21c | 8.36 ± 2.54b |
Lac18:1/18:0 | 4.03 ± 1.83a | 2.79 ± 0.76ab | 2.92 ± 1.13ab | 2.08 ± 1.18b | 3.69 ± 1.06a |
Lac18:1/20:0 | 36.5 ± 9.2a | 25.1 ± 7.6b | 26.8 ± 11.3b | 17.5 ± 5.7c | 31.5 ± 5.9ab |
Dihydrosphingomyelins |
SM18:0/16:0 | 55.2 ± 33.3b | 44.3 ± 29.6b | 28.9 ± 20.8b | 25.1 ± 7.4b | 110 ± 37a |
SM18:0/18:0 | 1.76 ± 0.95b | 1.35 ± 0.78b | 1.15 ± 1.11b | 1.14 ± 0.38b | 4.37 ± 1.51a |
SM18:0/20:0 | 0.65 ± 0.26b | 0.56 ± 0.3b | 0.45 ± 0.33b | 0.49 ± 0.11b | 1.74 ± 0.62a |
SM18:0/22:0 | 10.2 ± 3.9b | 8.65 ± 4.44b | 6.38 ± 3.84b | 8.81 ± 1.92b | 33.7 ± 12a |
SM18:0/23:0 | 0.48 ± 0.25b | 0.39 ± 0.24b | 0.26 ± 0.16b | 0.39 ± 0.11b | 2.03 ± 0.89a |
SM18:0/24:0 | 1.78 ± 0.6b | 1.49 ± 0.72b | 1.05 ± 0.52b | 1.65 ± 0.37b | 5.05 ± 1.57a |
SM18:0/24:1 | 0.67 ± 0.41b | 0.5 ± 0.36b | 0.33 ± 0.22b | 0.46 ± 0.13b | 2.3 ± 1.1a |
Sphingomyelins |
SM18:1/14:0 | 0.11 ± 0.1ab | 0.12 ± 0.15ab | 0.06 ± 0.03b | 0.06 ± 0.03b | 0.18 ± 0.08a |
SM18:1/16:0 | 100 ± 70ab | 81.7 ± 73.5abc | 43.8 ± 24bc | 33.8 ± 16.8c | 123 ± 50a |
SM18:1/18:0 | 98.4 ± 64.0b | 76.4 ± 56.8b | 47.1 ± 22.2b | 50.4 ± 20.8b | 161 ± 54a |
SM18:1/20:0 | 19.2 ± 11.3b | 15.3 ± 10.9b | 9.3 ± 4.63b | 12.3 ± 4.6b | 40.6 ± 12.4a |
SM18:1/22:0 | 228 ± 116b | 178 ± 99bc | 106 ± 47c | 159 ± 36bc | 449 ± 110a |
SM18:1/24:0 | 43.8 ± 22.4b | 32.9 ± 18.2bc | 19 ± 8.8c | 31.2 ± 8bc | 95 ± 27.2a |
SM18:1/24:1 | 55.7 ± 44.3b | 40.7 ± 35.9bc | 19 ± 11c | 32.9 ± 13.7bc | 119 ± 33a |
SM18:1/24:2 | 10.8 ± 10.1b | 7.28 ± 8.39b | 2.87 ± 1.85b | 6.24 ± 5.35b | 26.2 ± 9.4a |
1The diets were administered from birth to 35 days of age, the concentrations of mycotoxins in the various diets are reported in the Materials and Methods. The results are expressed as nmol/kg or as 2pmol/kg of liver as means ± SD, n = 10 per dietary group. Differences between groups were assessed by one-way ANOVA (p < 0.05). Different letters in the same row indicate statistically different means (Duncan, p < 0.05). The results for all analytes measured are presented in Table S4.
Table 2
Concentrations of the main sphingolipids measured in the livers of ducks fed mycotoxin-free diets (CON) or diets containing deoxynivalenol (DON), zearalenone (ZEN), fumonisins (FB), or a mixture of these toxins (FDZ) at the maximum levels recommended by the European Commission1.
Analytes/Feed | CON | DON | ZEN | FB | FDZ |
Sphingoid bases |
d18:0 | 0.51 ± 0.11b | 0.75 ± 0.2b | 0.61 ± 0.29b | 2.59 ± 1.69a | 2.95 ± 2.18a |
d18:1 | 2.6 ± 0.65 | 3.89 ± 1.44 | 2.93 ± 1.8 | 2.31 ± 0.77 | 3.99 ± 2.61 |
d20:0 2 | 210 ± 30b | 212 ± 26b | 206 ± 26b | 372 ± 148a | 338 ± 106a |
d20:1 2 | 153 ± 20 | 142 ± 27 | 152 ± 26 | 158 ± 30 | 139 ± 23 |
Dihydroceramides |
18:0/16:0 | 4.45 ± 0.79 | 4.89 ± 1.46 | 4.45 ± 2 | 4.25 ± 1.03 | 4.83 ± 2.47 |
18:0/18:0 | 4.08 ± 1.08 | 5.92 ± 1.79 | 5.61 ± 3.87 | 6.21 ± 2.77 | 7.77 ± 4.22 |
18:0/20:0 | 1.81 ± 0.44 | 2.13 ± 0.35 | 2.16 ± 1.07 | 2.65 ± 0.88 | 2.91 ± 1.35 |
18:0/22:0 | 0.47 ± 0.08 | 0.61 ± 0.19 | 0.58 ± 0.31 | 0.73 ± 0.23 | 0.7 ± 0.39 |
18:0/24:0 | 1.69 ± 0.51 | 2.25 ± 0.92 | 1.9 ± 1.17 | 2.85 ± 1.45 | 2.68 ± 1.67 |
Ceramides |
18:1/14:0 | 0.1 ± 0.02ab | 0.15 ± 0.05a | 0.11 ± 0.06ab | 0.08 ± 0.02b | 0.1 ± 0.06ab |
18:1/16:0 | 17.2 ± 3.7ab | 22.9 ± 8.1a | 17.9 ± 10.4ab | 10.4 ± 3.2b | 14.5 ± 9.8ab |
18:1/18:0 | 9.59 ± 2.04 | 15.1 ± 5.2 | 13.6 ± 8.6 | 9.9 ± 3.7 | 13.9 ± 9.1 |
18:1/20:0 | 4.67 ± 1.4 | 7.51 ± 2.63 | 6.53 ± 4.31 | 4.4 ± 1.58 | 6.04 ± 4.13 |
18:1/22:0 | 20.1 ± 5.3 | 30.1 ± 10 | 25.3 ± 15.7 | 18.3 ± 6.8 | 23.6 ± 14.2 |
18:1/24:0 | 14.6 ± 4.0 | 19.9 ± 6.5 | 15.7 ± 9.2 | 13.2 ± 4.6 | 16.8 ± 10.4 |
18:1/24:1 | 11.1 ± 3 | 15.5 ± 5.7 | 11.8 ± 6.8 | 10.2 ± 2.8 | 15.3 ± 11.2 |
Hexosylceramides |
Hex18:1/16:0 | 1.05 ± 0.24b | 2.06 ± 0.99a | 1.35 ± 0.91b | 0.72 ± 0.25b | 1.02 ± 0.58b |
Hex18:1/20:0 | 1.14 ± 0.37 | 1.94 ± 0.95 | 1.84 ± 1.88 | 1.14 ± 0.66 | 1.21 ± 0.85 |
Hex18:1/22:0 | 4.22 ± 1.02 | 5.81 ± 1.78 | 4.52 ± 2.42 | 3.75 ± 1.78 | 4 ± 2.47 |
Hex18:1/24:0 | 2.46 ± 1.03 | 3.99 ± 2.05 | 2.87 ± 2.7 | 2 ± 1.2 | 2.6 ± 1.74 |
Lactosylceramides |
Lac18:1/20:0 | 4.44 ± 1.03 | 7.49 ± 3.01 | 6.38 ± 4.26 | 4.53 ± 1.91 | 6.39 ± 4.69 |
Lac18:1/22:0 | 0.74 ± 0.41 | 1.23 ± 1.05 | 1.17 ± 1.13 | 1.01 ± 0.54 | 0.89 ± 0.64 |
Dihydrosphingomyelins |
SM18:0/16:0 | 1.97 ± 0.31b | 3.68 ± 1.56a | 2.61 ± 1.7ab | 2.13 ± 0.8b | 2.26 ± 1.44b |
SM18:0/18:0 | 1.14 ± 0.23 | 2.45 ± 1 | 1.99 ± 1.68 | 2.12 ± 1.08 | 2.41 ± 1.84 |
SM18:0/20:0 | 0.3 ± 0.07 | 0.62 ± 0.26 | 0.46 ± 0.33 | 0.57 ± 0.28 | 0.65 ± 0.51 |
SM18:0/22:0 | 1.4 ± 0.42 | 2.8 ± 1.25 | 2.16 ± 1.67 | 3.38 ± 2.11 | 3.24 ± 2.47 |
SM18:0/24:0 | 0.3 ± 0.14 | 0.56 ± 0.29 | 0.43 ± 0.33 | 0.82 ± 0.51 | 0.76 ± 0.63 |
SM18:0/24:1 | 0.16 ± 0.04 | 0.34 ± 0.18 | 0.22 ± 0.17 | 0.41 ± 0.21 | 0.45 ± 0.43 |
Sphingomyelins |
SM18:1/14:0 | 0.05 ± 0.01b | 0.08 ± 0.03a | 0.05 ± 0.03b | 0.04 ± 0.01b | 0.04 ± 0.01b |
SM18:1/16:0 | 12.5 ± 2.5b | 24.2 ± 11.5a | 16.0 ± 12b | 8.7 ± 3.31b | 8.53 ± 5.54b |
SM18:1/18:0 | 20.4 ± 5.5b | 49.7 ± 28.2a | 35.8 ± 31.4ab | 24.1 ± 13.1ab | 27 ± 24.5ab |
SM18:1/20:0 | 4.37 ± 1.29 | 10.5 ± 6.2 | 7.96 ± 6.69 | 5.43 ± 2.77 | 6.05 ± 5.8 |
SM18:1/22:0 | 33.4 ± 8.8 | 71 ± 38.5 | 49.7 ± 38.4 | 38.9 ± 20.5 | 41.2 ± 36.4 |
SM18:1/24:0 | 7.33 ± 2.11 | 13.6 ± 6.7 | 9.02 ± 6.4 | 8.94 ± 4.41 | 9.06 ± 7.1 |
SM18:1/24:1 | 8.03 ± 1.42 | 15.2 ± 7.0 | 10.4 ± 7.4 | 9.35 ± 3.14 | 9.33 ± 7.14 |
1The diets were administered from 84 to 96 days of age, the concentrations of the mycotoxins in the various diets are reported in the Materials and Methods. The results are expressed as nmol/kg or as 2pmol/kg of liver as means ± SD, n = 10 per dietary group. Differences between groups were assessed by one-way ANOVA (p < 0.05). Different letters in the same row indicate statistically different means (Duncan, p < 0.05). The results for all analytes measured are presented in Table S5.
The effect of the FDZ diet on C16 and C22-24 sphingolipid levels differed between species. In chickens, feeding the FDZ diet led to a less pronounced reduction in the levels of Cer, HexCer, and LacCer with C16 than feeding of the FB diet (Fig. 2A). The FDZ diet had no significant effect on the levels of SM, DHCer, and DHSM with C16, nor on Cer and HexCer with C22–24, but it increased the levels of SM, DHCer, and DHSM with C22–24 (Fig. 2B). In ducks, the FDZ diet had the same effects on the levels of C16 and C22–24 sphingolipids as the FB diet (Figs. 2C and D). On the other hand, the effects of the DON and ZEN diets on the levels of the C16 and C22–24 sphingolipids were similar.
The Sa:So ratio and the C22–24:C16 ratios measured for the various sphingolipids were calculated and expressed as fold changes to facilitate comparison (Fig. 3) Administration of the FB and FDZ diets increased the Sa:So ratio, whereas administration of the DON and ZEN diets had no effect. In chickens, the effect of the FDZ diet was more pronounced than that of the FB diet, but the difference between the two diets was moderate compared to that observed for sphinganine. Administration of the FB and FDZ diets significantly increased the C22–24:C16 ratio of Cer, SM, DHCer, and DHSM in both species. The C22–24:C16 ratio measured for HexCer remained constant in ducks. The C22–24:C16 ratios could not be calculated for LacCer due to the low abundance of certain analytes mentioned above. In both species, administration of the DON and ZEN diets had no effect on the C22–24:C16 ratios of Cer, SM, HexCer, DHCer, and DHSM.
Since previous studies in chickens have reported the effects of fumonisins on the sphingolipidome at 4, 9, 14, and 21 days of exposure, these data were compared with those obtained in this study (Fig. 4). The levels of FB1 and FB2 in the diets and in the liver were also reported. As shown in Fig. 4, the effect of fumonisins on the Sa:So ratio varied greatly over time, whereas the C22–24:C16 ratios were increased by a factor close to 1.5 to 2 irrespective of the duration of the exposure to fumonisins. Thus, while all diets containing fusariotoxins can have significant effects at the sphingolipid classes or analytes levels (Fig. 1, Tables 1 and 2), only the FB and FDZ diets led to an increase in the Sa:So and the C22–24:C16 ratios. Partial least square-discriminant analyses (PLS-DA) were performed to determine whether the effects of fusariotoxins on the sphingolipidome observed at the analytes level were significant enough to discriminate animals on the basis of the administered diets.
A PLS-DA performed on chickens receiving the five diets did not allow correct discrimination of the animals according to the administered diets (Fig. S1), and it was not possible to distinguish chickens fed the DON or ZEN diets from those fed the CON diet. By contrast, this analysis suggested that it is possible to discriminate chickens fed the FB diet from those fed the FDZ diet. This observation was confirmed by a PLS-DA performed on three groups of chickens comprising chickens fed the FB diet (FB, n = 10), chickens fed the FDZ diet (FDZ, n = 10), and chickens not exposed to fumonisins fed the CON, DON, or ZEN diets (0, n = 30) (Fig. 5A). This analysis allowed good separation of the animals, as shown by the respective values of R²X, R²Y, and Q² of 0.853, 0.601, and 0.59, respectively, and the confusion matrix (Fig. 5B). Another PLS-DA was also performed by differentiating between chickens exposed to fumonisins fed the FB or FDZ diets (1, n = 20) and chickens not exposed to fumonisins fed the CON, DON, or ZEN diets (0, n = 30) (Fig. 5C). The Q² value of 0.71 and the confusion matrix (Fig. 5D) revealed that this model was more robust and more specific than the one based on the three groups (Fig. 5C). The most important variables in the projection for the first two components are shown in Figs. 5E and F, respectively. They corresponded to sphinganine, d20-sphinganine (d20-Sa), most Cer and GlyCer as C16: 18:1/16:0, m18:1/16:0, Hex18:1/16:0, and Lac18:1/16:0, and all DHSM for which the fatty acid contains 18 or more carbon atoms. A PLS-DA was also performed to determine if it was possible to discriminate chickens exposed to deoxynivalenol fed the DON or FDZ diets (1, n = 20) from chickens not exposed to deoxynivalenol fed the CON, ZEN, or FB diets (0, n = 30). The obtained Q² of 0.226 showed that this discrimination was not possible (Fig. S2). The same applies to the discrimination between chickens exposed to zearalenone and fed the ZEN or FDZ diets (1, n = 20) and chickens not exposed to zearalenone fed the CON, DON, or FB diets (0, n = 30) (Fig. S3).
Figure 5 Partial least squares-discriminant analysis (PLS-DA) of sphingolipids measured in the liver of (A, B) chickens fed the fumonisin-free diets CON, DON, or ZEN (0, n = 30), chickens fed the FB diet (FB, n = 10, and chickens fed the FDZ diet (FDZ, n = 10), (C, D) chickens fed the CON, DON, and ZEN diets, which are free of fumonisins (0, n = 30), and chickens fed the FB and FDZ diets, which contain fumonisins (1, n = 20). (A, C) Discrimination on the factor axes extracted from the original explanatory variables. (B, D) Model quality and confusion matrix for the training sample (variable groups). Values of the variables of importance in the projection (VIP) for the first (E) and second (F) components.
The analytical strategy used in chickens was also applied to ducks. A PLS-DA performed on ducks fed the five diets did not allow good separation of the animals receiving the CON diet from those fed the DON or ZEN diets (Fig. S4). Furthermore, the animals fed the FB diet did not appear to be separated from those fed the FDZ diet. This latter observation was confirmed by a PLS-DA performed on three groups formed by ducks exposed to fumonisins fed the FB diet (n = 10) or the FDZ diet (n = 10), and ducks unexposed to fumonisins fed the CON, DON, or ZEN diets (0, n = 30) (Figs. 6A and B). The obtained Q2 of 0.3 revealed that it was not possible to discriminate ducks fed the FB diet from those fed the FDZ diet. By contrast, a PLS-DA done to compare ducks exposed to fumonisins (1, n = 20) and ducks that were not exposed (0, n = 30) showed good discrimination of the animals (Fig. 6C). The values of R²X, R²Y, and Q² of 0.8, 0.611, and 0.588, respectively, and the confusion matrix showed that this model was robust, specific, and sensitive (Fig. 6D). The important variables in the projection for the first two components are shown in Figs. 6E and F, respectively. They correspond to sphinganine, d20-Sa, a large number of sphingolipids with C16: 18:1/16:0, m18:1/16:0, Hex18:1/16:0, SM18:1/16:0, and SM18:1/16:1, and most DHCer and DHSM for which the fatty acid contains more than 18 carbon atoms. The results of the PLS-DA performed to discriminate ducks exposed to deoxynivalenol (1, n = 20) from those not exposed (0, n = 30) are shown in Fig. S5. The results of the PLS-DA performed to discriminate ducks exposed to zearalenone (1, n = 20) from those not exposed (0, n = 30) are presented in Fig. S6. None of these analyses allowed satisfactory discrimination of the animals.
Thus, although the effect of feeding the FDZ diet on the total sphingolipid content in chickens appeared to be different from that observed with the FB diet, PLS-DA showed only a partial separation of the two groups of animals. This observation is consistent with the fact that the Sa:So and C22–24:C16 ratios of Cer, SM, HexCer, DHCer, and DHSM are similar in chickens fed FB and FDZ diets. In ducks, PLS-DA showed that it was not possible to discriminate animals fed the FB diet from those fed the FDZ diet, whereas very good discrimination of animals exposed to fumonisins from not-exposed was observed. In both species, sphinganine and d20-sphinganine were the main two discriminators. On the other hand, sphingosine, although the most abundant sphingoid base in the liver, did not appear to be discriminant. Similarly, phytosphingosine (t18:0), which is the second most abundant sphingoid base in chicken liver, was not discriminatory. The analysis of VIPs also showed that C16 sphingolipids were highly discriminant variables in both species. A decrease in C16 sphingolipids was the main factor explaining the increase in the C22–24:C16 ratios (Figs. 2 and 3). PLS-DA performed on sphingolipids dosed in the livers of chickens and ducks exposed to deoxynivalenol showed that it was not possible to distinguish them from unexposed animals. The same applies to zearalenone.