Lidiane Raquel Verola
Mataveli
abc,
Pawel
Pohl
ad,
Sandra
Mounicou
a,
Marco Aurélio Zezzi
Arruda
bc and
Joanna
Szpunar
*a
aCNRS/UPPA, Laboratoire de Chimie Analytique Bio-inorganique et Environnement, UMR 5254, Hélioparc, 2, Av. Pr. Angot, F-64053 Pau, France. E-mail: joanna.szpunar@univ-pau.fr; Fax: +33-5-59-40-7782; Tel: +33-5-59-40-7755
bSpectrometry, Sample Preparation and Mechanization Group – GEPAM, Institute of Chemistry, University of Campinas – UNICAMP, P.O. Box 6154, 13083-970, Campinas, SP, Brazil
cNational Institute of Science and Technology for Bioanalytics, Institute of Chemistry, University of Campinas – UNICAMP, P.O. Box 6154, 13083-970, Campinas, SP, Brazil
dWroclaw University of Technology, Faculty of Chemistry, Division of Analytical Chemistry, Wybrzeze Stanislawa Wyspianskiego 27, 50-370 Wroclaw, Poland
First published on 9th November 2010
Transgenic and non-transgenic soybean seeds were compared in terms of total element concentrations, behavior of elements during sequential extraction fractionation and element bioaccessibility using an in vitro simulated gastrointestinal digestion. The analysis were carried out by ICP-sector field-MS or size-exclusion ICP-MS (25 elements in concentrations varying from ng g−1 to the % level). It seems that transgenic and non-transgenic soybean seeds exhibit statistically significant differences in concentrations of Cu, Fe and Sr, which are also reflected by element contents in water extracts and residues. Additionally, contributions of bioaccessible fractions of Cu, Fe and other elements (Mn, S, Zn) for transgenic soybean seeds appear to be larger than those found in non-transgenic soybean seeds.
Soybean seeds are also known to be rich in elements, such as Ca, Cu, Fe, Mg, Mn, P and Zn. Calcium has several important functions in human body, such as bone and teeth formations. An adequate Ca intake for healthy adults is 1000–1300 mg day−1. Copper is a component of enzymes required for Fe metabolism. The recommended dietary allowance (RDA) of Cu for adults is about 0.9 mg day−1.5 Iron is a constituent of hemoglobin and various enzymes and its RDA for men and women are 8 and 18 mg day−1, respectively. The bioaccessibility of this element is affected mainly by the presence of phytate and fibers.6 Magnesium is a co-factor for enzymatic systems and its RDA varies from 240 to 420 mg day−1. Manganese is involved in bone formation and enzymes responsible for amino acids, cholesterol and carbohydrate metabolism, its RDA value varies from 1.6 to 2.3 mg day−1. Phosphorus is responsible for maintenance of pH, storage and transfer of energy and nucleotide synthesis. The RDA for this element is about 700 mg day−1. Finally, Zn is a component of multiple enzymes and proteins. The RDA for this element is 8–11 mg day−1. An accurate determination of these elements in soybean seeds can provide access to their nutritional quality.
Infestation of soybean cultures with weeds can cause prejudice in productivity index, product quality and crop yield. As consumption of herbicides has a high impact on productivity costs,7 areas cultivated with transgenic soybeans tolerant to herbicides are growing rapidly. Roundup Ready® soybean seeds represent more than a half of cultivated areas of genetically modified organisms in the world.8 Roundup Ready® crop lines contain a gene derived from Agrobacterium sp. strain CP4, encoding glyphosate-tolerant enzyme so-called CP4 EPSP synthase. Expression of CP4 EPSP synthase results in glyphosate-tolerant crops, enabling a more effective weed control by allowing post-emergent herbicide application.7
Effects of genetic modification are known to greatly change the proteome in general,8 but its effects on the elemental composition (metallome) are largely unknown. The goal of this research was the investigation of the effects of the genetic modification on elemental composition in non-transgenic and Roundup Ready® transgenic soybean seeds. The differences in multielement concentrations were addressed on the total element level, sequential extraction fractionation and during simulated gastrointestinal digestion. The molecular weight distribution of elements in soybean seed water extracts was examined as well.
For the analysis of organic solutions, a CETAC modified total consumption micro-flow nebulizer DS-5 attached to a laboratory-made low-dead volume (8 mL) single-pass drain-free glass spray chamber was used. The spray chamber was jacketed and heated to 80 °C with a water–glycol mixture circulating through a NesLab RTE-111 thermostat (Thermo Fisher Scientific, Waltham, MA). A 1.0-mm ID quartz injector for organic matrices and Pt sampler (1.1 mm orifice diameter) and skimmer (0.8 mm orifice diameter) cones were used. O2 was added to the sample Ar flow through an additional mass flow controller of the spectrometer. Sample and standard solutions were introduced in a micro-flow injection mode (μFI) with tetrahydrofuran (THF) as a carrier. μFI was carried out using a Dionex (Amsterdam, Holland) HPLC system, comprising of a UltiMate 3000 pump, a UltiMate 3000 autosampler and a low port-to-port dead volume μFI valve.
A SCP Science Conostan S-21 multi-element oil-based standard containing 100 μg g−1 of Ag, Al, B, Ba, Ca, Cd, Cr, Cu, Fe, Mg, Mn, Mo, Na, Ni, P, Pb, Si, Sn, Ti, V and Zn, and Conostan 1000 μg g−1 single-element oil-based standards of As, Bi, Li, S, Co, Hg, Sb and Sr were used to prepare multi-element working standard solutions at 10, 20, 50, 100, 200 and 500 ng g−1 in hexane, hexane/iso-propanol (1
:
1) and chloroform–methanol (1
:
1). A 1 ng g−1 tuning solution was prepared by diluting SCP Science PlasmaCAL 1000 μg g−1 mono-element standards of Ba, B, Co, Fe, Ga, In, Li, Lu, Na, Rh, Sc, Tl, U, Y and K in THF.
A Standard reference material of non-fat milk powder (SRM 1549) was purchased from National Institute of Standards and Technology (NIST, Gaithersburg, MD).
| A | B | |
|---|---|---|
| Inductively coupled plasma mass spectrometry | ||
| Torch position/mm | +2.20 (X), +1.10 (Y), −3.50 (Z) | |
| Forward power, W | 1200 | 1500 |
| Plasma Ar flow rate, L min−1 | 16.00 | 16.00 |
| Auxiliary Ar flow rate, L min−1 | 1.00 | 0.90 |
| Sample Ar flow rate, L min−1 | 1.10 | 0.65 |
| O2 flow rate, L min−1 | — | 0.12 |
| Sample flow rate, μL min−1 | 300 | 15 |
| Injection volume, μL | — | 5 |
| Drain flow rate, mL min−1 | 450 | — |
| Ion transmission | ||
| Extraction lens, V | −2000 | −2000 |
| Focus lens, V | −1150 | −1100 |
| X-deflection lens, V | +0.30 | +1.15 |
| Y-deflection lens, V | −2.40 | −2.80 |
| Shape lens, V | +130 | +125 |
| SEM | +2800 | |
| SEM deflection | +570 | |
| Data acquisition | ||
| Isotopes measured | 7Li, 24Mg, 27Al, 31P, 32S, 44Ca, 52Cr, 55Mn, 56Fe, 59Co, 60Ni, 63Cu, 66Zn, 75As, 78Se, 88Sr, 95Mo, 111Cd, 115In, 118Sn, 121Sn, 125Te, 137Ba, 202Hg, 208Pb, 209Bi | |
| Mass window (%) | 125 | |
| Integration window (%) | 60 | |
| Settling time, ms | 1 (Al, Bi, Co, Cu, Fe, In, Mn, Mo, Pb, S, Se, Sn, Te, Zn), 34 (Ni), 35 (Cr), 37 (P), 39 (As), 42 (Ba, Cd), 43 (Ca), 60 (Hg), 71 (Mg), 300 (Li, Sr) | |
| Sampling time, ms | 20 (As, Ba, Bi, Cd, Hg, In, Li, Mo, Pb, Sb, Se, Sn, Sr, Te), 50 (Al, Ca, Co, Cr, Cu, Fe, Mg, Mn, Ni, P, S, Zn) | |
| Number of samples per peak | 20 | |
| Detection mode | Triple | |
| Scan type | EScan | |
| Integration type | Average | |
| Resolution | 4000 (medium) | |
:
1 v/v) for 30 min. This was repeated 3 times; then, supernatants were pooled and analyzed by ICP-SF-MS using external standard solutions prepared in the hexane/iso-porpanol mixture for calibration. For the second step, residues from the previous step were dried in a sample concentrator DB-3 system (Bibby Scientific, Staffordshire, UK) to remove organic solvents and next sonicated with 2.5 mL of water for 2 min using a Bioblock Scientific (Illkirch, France) Vibracell 75115 ultrasonic device at 20% of its maximum power and in a pulse mode (1-s pulses interrupted by 1-s breaks). Supernatants were recovered using a Hettich (Tuttligen, Germany) Universal 16 centrifuge at 3000 rpm for 10 min. This procedure was repeated two times, and the supernatants were pooled and analyzed by ICP-SF-MS with 3 standard additions. Finally, sample residues were digested with 1.2 mL of concentrated HNO3 and 0.3 mL of 30% (w/v) H2O2 at 80 °C for 3 h using 50 mL PP tubes in a SCP ScienceDigiPrep MS heating block. Final solutions were diluted with water to 15 mL and analyzed by ICP-SF-MS with 3 standard additions.
Three independent replicates were made for each digestion and extraction. Respective blanks were considered in the final results.
Accuracy of ICP-SF-MS was verified by analyzing NIST SRM 1549 (non-fat milk powder). Results of the analysis are given in Table 2. Recoveries of measured elements were within 84–113%, indicating a good agreement between certified and determined concentrations. Precision as RSD for analysis of 3 digested SRM samples varied from 0.4 to 10%.
| Element | SRM, μg g−1 | Soybean seeds, μg g−1 | ||
|---|---|---|---|---|
| Found | Certified | T | NT | |
| a Detection limit. b Quantitation limit. c Concentration in %. | ||||
| Al | 1.90 ± 0.18 | 2 | <0.24a | <0.24a |
| As | <0.0009a | <0.0029 | <0.0009a | <0.0009a |
| Ba | — | — | 0.104 ± 0.004 | <0.002b |
| Bi | — | — | <0.001a | <0.001a |
| Ca | 1.44 ± 0.07c | 1.3c | 998 ± 92 | 924 ± 96 |
| Cd | <0.0006b | <0.0007 | <0.0006b | <0.0006b |
| Co | — | — | 0.046 ± 0.002 | 0.028 ± 0.001 |
| Cr | <0.15a | 0.0023 ± 0.0004 | <0.15a | <0.15a |
| Cu | 0.61 ± 0.02 | 0.7 | 9.8 ± 1.0 | 5.9 ± 0.9 |
| Fe | 1.75 ± 0.14 | 1.78 | 81.1 ± 1.7 | 65.9 ± 2.5 |
| Hg | <0.0015a | <0.0008 | <0.0015a | <0.0015a |
| Li | — | — | <0.006a | <0.006a |
| Mg | 0.13 ± 0.01c | 0.12c | 3979 ± 407 | 3693 ± 474 |
| Mn | 0.24 ± 0.01 | 0.26 | 27.9 ± 0.5 | 24.8 ± 1.7 |
| Mo | 0.34 ± 0.02 | 0.34 | 0.32 ± 0.02 | 0.35 ± 0.05 |
| Ni | — | — | 0.50 ± 0.06 | 0.34 ± 0.07 |
| P | 1.13 ± 0.05c | 1.06c | 6589 ± 308 | 6366 ± 595 |
| Pb | 0.019 ± 0.003 | 0.0181 ± 0.0010 | 0.006 ± 0.004 | 0.009 ± 0.003 |
| S | 0.33 ± 0.02c | 0.35c | 3083 ± 135 | 2801 ± 200 |
| Sb | <0.0003a | <0.006 | 0.002 ± 0.001 | 0.002 ± 0.001 |
| Se | 0.011 ± 0.01 | 0.119 ± 0.007 | 0.11 ± 0.04 | <0.02b |
| Sn | <0.031a | <0.0016 | <0.031a | <0.031a |
| Sr | — | — | 19.9 ± 3.0 | 30.1 ± 3.5 |
| Te | — | — | <0.0003a | <0.0003a |
| Zn | 45.0 ± 2.4 | 46.1 | 38.8 ± 5.2 | 37.5 ± 4.7 |
Total concentrations of elements in transgenic (T) and non-transgenic (NT) soybean seeds obtained after microwave-assisted digestion are given in Table 2. According to t-test (p = 0.005, n = 4), statistically significant differences between T and NT soybean seeds were found for Co, Cu, Fe and Sr. Concentrations of Co, Cu and Fe in T soybean seeds are higher by 39, 40 and 20%, respectively, than corresponding concentrations of these elements in NT soybean seeds. For Sr, a higher concentration was found in NT soybean seeds; and the difference between concentrations was of 34%. Differences in Cu and Fe concentrations between T and NT soybean seeds were lately established by Sussulini et al.8 when protein spots cut from a 2D electrophoretic gel were analyzed by ETAAS. It is important to note that elemental concentrations in soybean seeds are dependent on various factors, including soil characteristics, water source composition, that can affect plant development.11 Because the majority of these factors were controlled during the growth of T and NT soybean seeds investigated here, it could be expected that differences in concentrations that were found for Co, Cu, Fe and Sr should be related to genetic modification.
| Element | Concentration, μg g−1 | Mass balance (%) | ||||||
|---|---|---|---|---|---|---|---|---|
| Organic fraction | Water fraction | Residue | ||||||
| T | NT | T | NT | T | NT | T | NT | |
| a Quantitation limit. | ||||||||
| Ca | <23a | <23a | 358 ± 32 | 325 ± 31 | 500 ± 67 | 485 ± 45 | 84.7 ± 1.67 | 88.2 ± 10.5 |
| Co | <0.1a | <0.1a | 0.038 ± 0.003 | 0.023 ± 0.002 | 0.007 ± 0.001 | 0.006 ± 0.001 | 97.6 ± 7.4 | 103.9 ± 10.5 |
| Cu | <3.4a | <3.4a | 6.20 ± 0.74 | 3.11 ± 0.39 | 2.37 ± 0.40 | 1.84 ± 0.23 | 88.1 ± 14.1 | 82.7 ± 8.6 |
| Fe | <46a | <46a | 41.2 ± 4.3 | 29.3 ± 5.6 | 32.7 ± 7.2 | 26.9 ± 7.7 | 92.3 ± 8.0 | 80.0 ± 6.8 |
| Mg | <0.4a | <0.4a | 2873 ± 220 | 2564 ± 232 | 1058 ± 192 | 1144 ± 306 | 105.1 ± 0.3 | 98.6 ± 17.1 |
| Mn | <0.4a | <0.4a | 15.2 ± 1.3 | 11.8 ± 0.7 | 8.35 ± 1.58 | 9.80 ± 0.35 | 87.3 ± 11.7 | 86.6 ± 1.4 |
| Ni | <2.3a | <2.3a | 0.40 ± 0.03 | 0.27 ± 0.03 | 0.036 ± 0.009 | 0.037 ± 0.008 | 90.8 ± 5.9 | 94.1 ± 7.4 |
| S | <2.4a | <2.4a | 2742 ± 352 | 2429 ± 204 | 778 ± 245 | 855 ± 115 | 121.3 ± 7.7 | 114.1 ± 1.7 |
| Sr | <0.9a | <0.9a | 2.41 ± 0.35 | 1.47 ± 0.28 | 17.1 ± 1.8 | 24.1 ± 0.9 | 90.4 ± 10.4 | 89.4 ± 1.9 |
| Zn | <4.0a | <4.0a | 40.5 ± 2.5 | 37.7 ± 3.5 | 6.48 ± 1.34 | 9.15 ± 0.34 | 122.4 ± 8.6 | 121.6 ± 9.8 |
It can be seen that sums of element concentrations in separated fractions and in digested residues are in good agreement with total concentrations determined. Accordingly, recoveries of elements varied from 80% in the case of Fe in NT soybean seeds to 122% in the case of Zn in T soybean seeds. Only P could be quantified in the organic fraction (∼6% in reference to total concentrations in both samples), probably due to the presence of corresponding phospholipids.
The water fraction, mostly related to the presence of proteins,12 contributed from 36 (Ca) to 104% (Zn) to total concentrations of elements in T soybean seeds. For NT soybean seeds, water soluble element species accounted for 35 (Ca) to 100% (Zn) in reference to total concentration of these elements. In the case of Sr, it was found that only 5% of this element can be found in water extracts of both soybean seeds. An overwhelming part of Sr was established to be associated with residues. These results are consistent with data reported by Koplík et al.,13 who also found high extractabilities of different elements, i.e., from 37% for Ca to 82% for Mo, from soybean flour leached with a Tris-HCl buffer.
Considering concentrations of Co, Cu and Fe determined in water extracts and Sr in residues, a statistically significant difference between T and NT soybean seeds was assessed, as in the case of total concentrations of these elements. Concentrations of Co, Cu and Fe in T soybean seeds water extracts were higher by 39, 50 and 29% as compared to respective concentrations found in water extracts of NT soybean seeds. In the case of Sr, its concentration in the NT soybean seed residue was higher by 34% as compared to the respective one for T soybean seeds.
For further experiments, only Ca, Cu, Fe, Mg, Mn, S and Zn, for which concentrations higher than 2 μg g−1 were determined in water extracts, were considered.
| Element | Transgenic soybean seeds | Non-transgenic soybean seeds | ||
|---|---|---|---|---|
| MW, kDa | Peak (%) | MW, kDa | Peak (%) | |
| a Estimation below lower limit (3 kDa) of the calibration range given by the manufacturer. b Value expressed in Da. c Estimation above upper limit (70 kDa) of the calibration range given by the manufacturer. | ||||
| Ca | 1.9 | 0.17 | 2.1a | 0.19 |
| 0.01 | 100 | 8.7a,b | 100 | |
| Cu | 148 | 0.89 | 155c | 1.1 |
| 54 | 3.2 | 55 | 6.7 | |
| 29 | 1.9 | 29 | 1.1 | |
| 13 | 0.89 | 13 | 0.28 | |
| 2 | 93 | 2.1a | 91 | |
| Fe | 162 | 87 | 158c | 81 |
| 62 | 7.9 | 62 | 10 | |
| 4.1 | 5 | 4.1 | 8.5 | |
| Mg | 155 | 0.004 | 162c | 0.004 |
| 68 | 0.06 | 68 | 0.05 | |
| 0.62 | 100 | 0.62a | 100 | |
| Mn | 74 | 14 | 74c | 14 |
| 2.2 | 86 | 2.2a | 86 | |
| S | 57 | 18 | 62 | 18 |
| 19 | 13 | 19 | 13 | |
| 6.6 | 13 | 6.6 | 9 | |
| 2.1 | 52 | 2.1a | 55 | |
| 0.08 | 4.1 | 0.07a | 4.3 | |
| Zn | 151 | 0.11 | 155c | 0.04 |
| 56 | 2.8 | 56 | 2.5 | |
| 26 | 0.12 | 26 | 0.09 | |
| 2.2 | 97 | 2.2a | 97 | |
Apexes of major peaks of Cu, Mn, S and Zn were found at 22.5–23.0 min which corresponds to low molecular weight (LMW) species (∼2 kDa, below the column lower calibration limit). Previous studies devoted to soybean flours13,14 showed a similar elution behavior of Cu and Zn in water extracts. As reported before, both elements were established to be bound by corresponding LMW compounds. Traces of Cu and Zn were also found to be present in medium and high molecular weight (MMW, HMW) ranges. No HMW species of Mn were detected in water extracts of T and NT soybean seeds as previously reported in the literature,15 however, it was already assessed that MW distribution of Mn among LMW, MMW, and HMW fractions alters during aging of extracts, and that HMW Mn related species are relatively unstable.13 In the case of Fe, major peaks found in water extracts of soybean seeds were eluted around 13.0 min, which corresponds to 160 kDa (above upper column calibration limit) species. These could be some specific metalloproteins or protein non-specific Fe chelators of molecular weight >100 kDa, that are able to form very stable Fe complexes in soybeans.13,16
Although morphology of chromatograms obtained with ICP-SF-MS detection (Fig. 1) were similar for analyzed water extracts of both soybean seeds, areas of the most abundant peaks for Cu and Fe in T soybean seeds were 3- and 2-fold higher, respectively, than those found in NT samples.
![]() | ||
| Fig. 1 Chromatograms of Cu and Fe compounds in water extracts of transgenic (T) and non-transgenic (NT) soybean seeds samples. | ||
This could lead to the conclusion that Cu and Fe are associated with compounds more expressed in T soybean seeds. These results corroborate as well to the ones described by Brandão et al.,17 who studied soybean proteome and provided identification of 10 protein spots with different expressions between T and NT soybean seeds.
A gastrointestinal digestion approach was applied for this purpose. Results obtained for Ca, Cu, Fe, Mg, Mn, S and Zn are shown in Table 5 for T and NT soybean seeds. In reference to total concentrations, contributions of elements in the bioaccessible fraction were found to vary from 95 (Ca) to 9.2% (Fe) in NT soybean seeds; and from 88 (Ca) to 35% (Cu) for T soybean seeds. Except for Ca and Mg, extractabilities of elements achieved for gastrointestinal digestion are lower if compared to respective ones obtained for water extracts. One of the reasons for this could be the presence of fibers and phytates in soybean seeds,18 typically in amounts of 7 and 2% (w/v), respectively, that are well know to form insoluble complexes with positively charged proteins and cations of Ca, Cu, Fe, Mg, Zn in intestinal pH. In a consequence, absorption of these elements after gastrointestinal digestion can be decreased. As already reported,19 Fe absorption in soybeans is relatively low. Even after removal of phytates, which slightly enhance absorption of this element, soy proteins themselves are still inhibitory to Fe absorption, likely due to the presence of some Fe-binding peptides.20
| Element | Concentration, μg g−1 | Recovery (%) | ||||
|---|---|---|---|---|---|---|
| Bioaccessible fraction | Residue | |||||
| T | NT | T | NT | T | NT | |
| Ca | 824 ± 114 | 817 ± 72 | 160 ± 17 | 193 ± 8 | 105 ± 13.2 | 117 ± 12.7 |
| Cu | 3.52 ± 0.13 | 1.85 ± 0.02 | 4.77 ± 0.57 | 3.39 ± 0.20 | 80 ± 8.1 | 85 ± 8.6 |
| Fe | 29.1 ± 2.4 | 5.99 ± 0.26 | 52.6 ± 3.8 | 59.0 ± 9.1 | 101 ± 6.3 | 100 ± 6.8 |
| Mg | 1690 ± 248 | 1318 ± 78 | 492 ± 53 | 511 ± 20 | 91 ± 11.9 | 75 ± 7.6 |
| Mn | 12.2 ± 0.1 | 10.5 ± 0.3 | 7.67 ± 0.90 | 7.77 ± 0.33 | 71 ± 9.0 | 73 ± 10.0 |
| S | 1322 ± 56 | 1961 ± 76 | 958 ± 64 | 1476 ± 68 | 73 ± 8.8 | 107 ± 9.6 |
| Zn | 22.1 ± 0.1 | 19.6 ± 0.4 | 15.7 ± 0.6 | 22.6 ± 0.8 | 92 ± 2.3 | 107 ± 7.6 |
Concentrations of bioaccessible fractions for Cu, Fe, Mn, S and Zn were established to be different for both soybean seeds. In the case of Cu, Mg, Mn and Zn, bioaccessible fractions of these elements could be related to LMW species, such as some organic acids (ascorbic, succinic, mallic). These species have already been recognized to increase bioavailability of metals in soybean and soy products.18
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