Abstract
Cereals and their derivatives are basic foods in the human diet and a source of minerals, but the content of elements may vary depending on the type of cereal or its processing. The levels of Na, K, Ca, Mg, Fe, Cu, Zn, Mo, Co, and Mn have been determined in 126 samples of cereals and cereal derivatives (rice, corn gofio, corn flour, wheat flour, corn, and wheat) commercialized and consumed in Cape Verde using an inductively coupled plasma-optical emission spectrometer (ICP-OES) after a wet microwave digestion process. Some elements stand out in products such as corn gofio (K), wheat (Mg), and wheat flour (Fe). Negative correlations were found between Mo-Na and Na-Zn that could suggest interference between these elements. Bearing in mind the dietary intake evaluation and the guideline values provided by EFSA (European Food Safety Authority) or FAO (Food Authority Organization), the consumption of wheat (100 g/day) provides a notable contribution of Mo, Mn, Fe, and Mg. Considering the nutritional value of the analyzed essential and trace elements, the consumption of different cereals and their derivatives should be promoted.
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Introduction
Cereals have been a staple foodstuff in the human diet for more than 10,000 years. Nowadays, the most consumed cereals worldwide are wheat, rice, corn, barley, oats, and rye. These are used in the production of daily consumption products such as bread, cookies, pasta, and drinks. Global cereal production is now almost three billion tons according to data collected by the FAO (Food and Agricultural Organization) [1]. However, the nutritional value of cereals is affected by various factors such as soil quality, water composition, crop rotation, or the use of growth promoters. Therefore, the determination of the nutrient content in cereals, such as essential elements, is necessary to know their dietary intake.
The population of Cape Verde in 2020 was 555,988 inhabitants, and the nutritional status of the population has been previously evaluated and monitored [2,3,4,5]. According to data from the Ministry of Health and Social Security of the Government of Cape Verde, 11% of children under 5 years of age suffer from chronic malnutrition [3]. The latest data show that 37.7% of households in Cape Verde do not have economic access to safe, nutritious, and sufficient food [3] and 4.5% of children under 5 suffer from acute malnutrition [3]. At the national level, 52.7% of households have moderate to low diversity in their diet, but this includes the cereal group [2, 3] with a consumption of 84,820 tons in 2020. In Cape Verde, 84,000 of the 403,000 hectares of surface area are used for agriculture, and corn is one of the main crops grown on the islands [1]. In 2020, corn consumption was 30,157 tons (almost 150 g/day per citizen). Corn is the base ingredient of several traditional dishes in Cabo Verde, such as “cachupa, cherém, couscous, and camoca.” Rice is the second most consumed cereal (25,996 tons, almost 120 g/day per citizen) followed by wheat (16,907 tons, around 80 g/day per citizen) and wheat flour (11,760 tons, around 60 g/day per citizen) [6, 7].
Cereals and their derivatives are valued for their content of both major elements or macro elements (Na, K, Ca, Mg) and trace elements (Fe, Cu, Zn, Mo, Co, Mn). Macro elements (Ca, Mg, K, Na) are required by humans in high quantities for proper body functioning. Ca is an element in bone tissues. K and Na play a role in maintaining osmotic pressure and in the transmission of nervous impulses, and Mg is a cofactor in more than 300 enzymatic reactions. Trace elements (Fe, Cu, Co, Zn, Mn, Mo) are also needed for the proper functioning of the organism but are required in smaller quantities [8,9,10,11,12,13]. These trace elements are involved in numerous biological processes: Fe is involved in oxygen transport, Co is an element forming part of cobalamin or vitamin B12, and Mo, Mn, Zn, or Cu are components in many enzymes [14,15,16]. The Food and Agricultural Organization/World Health Organization (FAO/WHO) and the European Food Safety Authority (EFSA) have set recommended daily intake (RDI) values for the essential elements (Table 1).
In the case of Cape Verde, with the aim of strengthening the national nutritional surveillance and of improving the nutritional framework, the authorities developed the National Food and Nutrition Plan setting out guidelines and strategies to be implemented in the 2021–2025 period, contemplating food programs, aligned with the new challenges and in accordance with international recommendations [3]. The National Food and Nutrition Plan includes cereals and their derivatives as they are one of the most accessible foods for the population of Cape Verde, and, therefore, it is important to evaluate their nutritional value. As an example, Cape Verdean legislation states that wheat flour, which is commercialized and available to the final consumer, should be fortified with Fe. According to the WHO (World Health Organization), flour fortification programs should include appropriate Quality Assurance and Quality Control (QA/QC) programs at mills as well as regulatory and public health monitoring of the nutrient content and assessment of the nutritional/health impacts of the fortification strategies [17, 18]. The concentration of iron in the final product depends on the nutrient extraction level and the type of compounds used in the fortification process (ethylenediaminetetraacetate-NaFeEDTA, ferrous sulfate, ferrous fumarate, ferrous) [17, 18].
Considering the importance of cereals and their derivatives in the diet, the aims of the present study are (i) to determine the content of essential elements (Na, K, Ca, Mg, Fe, Cu, Zn, Mo, Co, Mn) in cereals and their derivatives, (ii) to study the possible significative differences or correlations between the essential elements in these cereals/derivatives, and (iii) to assess the dietary intake of the analyzed elements from the consumption of these cereals/derivatives by the population.
Materials and Methods
Samples and Sample Treatment
Samples
A total of 126 samples of cereals and derivatives were acquired from the following two regions of Cape Verde: Santiago and São Vicente. Table 2 shows the analyzed samples, the location where the samples were collected, and the origin of the cereal if available on the label. The analyzed cereals were corn, wheat, and rice (white), and the cereal derivatives were corn flour, wheat flour (plain), and corn gofio. The analyzed samples of corn gofio contained sea salt and traces of wheat, soy, egg, milk, sesame, and almonds [19, 20]. Gofio is a product made from whole cereal grains (mainly, corn), including the husk, which are roasted and ground until a dark colored flour is obtained, and it may also contain salt as an additive [21].
Sample Treatment
One gram of each sample was weighed using laboratory scale balance (ME4002, Mettler Toledo, USA) in a Teflon tube (HVT50, Anton Paar, Austria). Four milliliters of nitric acid (HNO3) at 65% reagent quality (Sigma-Aldrich, Germany) and 2 mL of hydrogen peroxide (H2O2) (Sigma-Aldrich, Germany) were then added. Samples were subjected to a wet microwave digestion process (Multiwave Go, Anton Paar, Austria) (Table 3) [22]. The digestion process lasted for 1 h. Once the samples had been digested, they were placed in 10-mL volumetric flasks, made up to the mark with Milli-Q quality distilled water, and transferred to hermetic containers for measurement (in triplicate). The proportion was 1:10 (w/v).
Determination of the Content of Essential Elements
Inductively coupled plasma-optical emission spectrometry (ICP-OES) using the ICAP 6300 model (Duo Thermo Scientific, Waltham, MA, USA) with an attached auto sampler (Auto Sampler, CETAX model ASX-520) was used to determine the essential element contents [23]. Instrumental conditions, wavelengths, and limits of quantification are shown in Table 4.
In determining the elements Na, Ca, K, and Mg, the certified standard IV-STOCK-2 (Inorganic Ventures Inc., Christiansburg, VA, USA) was used with a certified concentration of 0.01 mg/mL for each element indicated. The certified standard Multi-Element Std (SCP28AES, SCP Science, Quebec, Canada) with a certified concentration of 100 mg/L was used for the determination of Mn, Fe, Cu, Zn, Mo, and Co.
The validation parameters that were verified in this analytical method were specificity, precision (established as reproducibility), and accuracy (stated as recovery). These parameters were verified with the measurement, under reproducibility conditions, of above-mentioned reference materials (ten times each). The results of the verification procedure were the following: Specificity, the method was found to be free of spectral interference for each of the metals studied; Precision, this was confirmed for each of the metals, with a HORRATR value < 2; Accuracy, the recovery of the elements studied in the reference material was > 94% in all cases (Table 4), with no significant differences (p < 0.05). Therefore, the method used met the criteria of accuracy (established as recovery), precision (established as reproducibility), and specificity as established in the EC REGULATION No. 333/2007 [24] (Table 4).
Statistical Analysis
GraphPad Prism 8.4.3 software for Windows™ was used for the statistical analysis, and the Anderson–Darling, D’Agostino and Pearson, Shapiro–Wilk, and Kolmogorov–Smirnov tests were applied [25, 26]. As data did not follow a normal distribution, the Mann–Whitney test was applied [27]. Values of p < 0.05 were considered statistically significant. The existence of possible significant differences between cereals and their derivatives (rice, corn gofio, corn flour, wheat flour, corn, and wheat) and between origins (Santiago and São Vicente) was studied, and a correlation study based on the Spearman correlation coefficient [28] was conducted to find possible positive and/or negative correlations between the different elements analyzed.
Dietary Intake Assessment Calculations
The estimated daily intake (EDI) of the different essential and trace elements derived from the consumption of cereals and derivatives was calculated. The EDI is defined as the estimated amount of a substance and/or chemical element, in this case, an essential/trace element, which is ingested daily from a portion of food, in this case, the cereals and derivatives [29].
The different guideline values set for each one of the analyzed elements were used to evaluate the EDI (see Table 1). A contribution percentage to these guideline values was estimated for the daily consumption of each cereal/derivative and each essential element. Even though corn consumption in Cape Verde was 30,157 tons (almost 150 g/day per citizen), rice consumption 25,996 tons (almost 120 g/day per citizen), wheat 16,907 tons (around 80 g/day per citizen), and wheat flour 11,760 tons (around 60 g/day per citizen), a 100 g/day portion of every cereal or cereal derivative was considered as the daily consumption [6].
Results and Discussion
Content of Essential Elements in Cereals and Derivatives
Wheat samples had the highest mean average level of Mg (806 ± 358 mg/kg ww), and the contents of Mn (18.5 ± 13.6 mg/kg ww) and Zn (15.3 ± 4.70 mg/kg ww) in wheat samples are also noteworthy (Table 5). This fact is important because a deficient intake of Mg is related to cardiovascular diseases, type 2 diabetes, etc. [30]. Studies carried out by Laskowski et al. [31] showed that cereals are the main source of Mg in the diet. Wheat flour had the highest mean average concentration of Na (294 ± 1254 mg/kg ww) and Ca (191 ± 68.6 mg/kg ww), but wheat flour was found to have a lower Mg concentration (416 ± 274 mg/kg ww). These data suggest that the processing of cereals can decrease their nutritional quality [30].
Corn gofio had the highest mean average content of K (2503 ± 697 mg/kg ww). As mentioned above, the concentrations of certain elements may be higher in “gofio” because this derivative is made with wholegrain cereal including the husk [32, 33].
Figure 1 shows the comparison in the content of the elements for each sample group analyzed. Due to the disparity between the samples analyzed, the standard deviations (SD) are sometimes higher than the mean concentrations. Not only did the commercialized samples in Cape Verde have different origins (sometimes unknown) but some samples contained added fortified ingredients.
TatahMentan et al. [34] determined essential elements in white rice from the USA, Thailand, India, and Italy and found lower levels of Mg (260 mg/kg), Ca (57 mg/kg), K (833 mg/kg), and Fe (4.3 mg/kg) than the results of the present study, whereas the mean average concentration of Mn (11 mg/kg) was higher in white rice from the USA and Thailand, India, and Italy. Zn concentrations in white rice (12.5 mg/kg) from the research did not have significant differences with the commercial rice in Cape Verde (12.5 mg/kg).
Other authors have also reported that the concentrations of the analyzed elements in the cereals and derivatives commercialized in Cape Verde differ from both the EFSA food composition database and the INSA (Institute for Research on Nutrition and Food Safety) food composition table [35, 36].
An example of the above is the case of Ca; Ca concentrations in the different types of cereals analyzed in Cape Verde in the present study were lower than the mean average Ca values reported both by EFSA (wheat flour, 351.7 mg/kg; common wheat grain, 285 mg/kg; polished rice, 102 mg/kg; corn flour, 113.3 mg/kg) and INSA (wheat flour, 280 mg/kg; raw dry corn, 140 mg/kg; corn flour, 80 mg/kg) (Table 6). Furthermore, the K content was lower in the analyzed samples than the mean average K concentration reported in the INSA and EFSA databases (common wheat grain, 3171.4 mg/kg; polished rice, 1187 mg/kg; corn flour, 1667 mg/kg; corn grain, 2900 mg/kg) [35, 36]. In the case of Mg, the recorded concentrations were higher in the samples of wheat and corn flour commercialized in Cape Verde than the values reported by EFSA (wheat flour, 183.3 mg/kg) and INSA (corn grain, 80 mg/kg) [35, 36].
The differences in levels confirm that the origin of the crop/cereal and the derivatives’ manufacturing process may impact the metal content of final products. This is the reason why the authors of the present work believe that any dietary exposure assessment should be carried out considering updated data obtained from each population under study.
Significant differences (p < 0.05) were found between all types of cereals and derivatives (rice, wheat, corn, corn gofio, wheat flour, corn flour) for almost all the elements determined, except for Na and Co. These differences may be associated with various factors. Not only do the intrinsic characteristics of the plant and the soil in which the cereal is grown (pH, organic matter, carbonate, and oxide content, etc.) directly influence the content of elements, but there are also other important factors such as the climatic conditions of the region where these crops are grown [37]. A recent study carried out by Soares et al. [38] reported a noteworthy interaction between individual climatic factors and the content of nitrogen (N), potassium (K), iron (Fe), and phosphorus (P) in cultivation soils.
The results of the present research should be viewed considering some limitations. Not knowing the origin of some of the analyzed samples may have a significant influence in the final element content of the cereal and derivatives, and therefore, this is considered a limitation in the results and discussion of this study. The importance of informative labeling that indicates the country and area of origin of the cereal is again pointed out as an essential component of an exposure assessment. Therefore, the authors suggest that every product sold to the public should provide information regarding its cultivation area (origin) on the label. Some of the secondary ingredients may enrich the final product in terms of the analyzed elements here, and as such the final concentration observed may not be completely attributable to the main cereal ingredient. Nevertheless, this limitation does not affect the exposure assessment estimation because the portion of the final product consumed by the Cape Verde population is what matters here.
Study of Correlations Between Elements
Figure 2 shows the results of the Spearman r correlation study. Positive correlations were found between Mn-Ca, Fe-Ca, Mn-Cu, Mo-Cu, Mo-Cu, Zn-Cu, Cu-Ca, K-Fe, Mg-Fe, Ca-Fe, K-Mg, Mn-Mo, and Mo-Zn. Positive correlations indicate the absence of competitiveness between elements and the simultaneous presence of elements without interference. The literature on the correlations between essential and trace elements in cereals is scarce. Studies conducted by Ŝimic et al. [39] determined positive correlations between Cu-Fe and Fe-Mo in corn. Although the physiological mechanisms between elements are not clearly known, the above authors suggest that the positive correlations found imply the possibility of simultaneously improving the element content in the corn grain [39]. Negative correlations were found between Mo-Na and Na-Zn and suggest interference between these elements. These data should be considered with caution because, in some of the cereal products analyzed, the manufacturer has added salt, which interferes with the study of correlations. Without any doubt, it is necessary to carry out more studies on correlations between essential and trace elements in cereals and their derivatives.
Dietary Intake Evaluation
Tables 7, 8, and 9 show the estimated daily intake (EDI) of the analyzed elements assuming a consumption of 100 g/day of the analyzed cereals or derivatives. The evaluation of the dietary intakes was performed considering the “dietary reference values (DRV)” set by FAO [17] and EFSA [13].
The consumption of 100 g/day of wheat means a contribution of 123% of the DRV of Mo set at 65 µg/day for adults [13]. Similarly, 100 g/day of wheat provides a noteworthy percentage (61.7%) of the DRV of Mn set at 3 mg/day for adults [13].
Iron deficiency in the Cape Verdean population is still considered a public health problem [40], and 20.6% of women of reproductive age (15 to 49 years old) have been diagnosed with anemia. The prevalence of anemia in non-pregnant women and pregnant women is 21% and 22.5%, respectively. According to the results of the present study, 100 g/day of wheat flour provides (bearing in mind the 15% bioavailability rate for this element [17]) a contribution percentage to the recommended Fe intake of 40.4% for men, 18.8% for premenopausal women, and 46.1% for menopausal women. However, it should be noted the non-heme form of the Fe found in cereals hinders its absorption [41]. Therefore, a lower percentage of bioavailability should be considered (5–10%), which means that the contribution percentages from the consumption of wheat flour (100 g/day) would be around 13.4–26.9% for men, 6.3–12.5% for premenopausal women, and 16.3–32.6% for menopausal women. These contribution percentages are equally noteworthy.
Considering that the Cape Verde National Food and Nutrition Plan (2021–2025) aims to reduce Fe anemia by encouraging the consumption of bio-fortified foods and by introducing means to ensure that the private sector fully complies with all the legislation regarding fortifying the iron and folic acid content of wheat flour [3], the consumption of cereals and cereal derivatives could help reduce the prevalence of anemia.
The Mg contribution from the consumption of 100 g per day of corn is also noteworthy, since this provides 36.6% (men) and 31.0% (pre- and postmenopausal women) of the Mg DRV set by the FAO (260 mg/day for men and 220 mg/day for pre- and post-menopausal women) [17]. It should be noted that unprocessed cereals or derivatives such as gofio are the most recommended products for consumption to meet the daily Mg requirement.
Conclusions
This research work demonstrates the importance of the consumption of cereals and derivatives in the daily intake of essential elements. While wheat has high levels of Mg, Mn, and Zn, wheat flour is a relevant source of Na, Ca, and Fe for the Cape Verde population. Corn gofio is noteworthy for its high K content. The differences observed in the analyzed samples show the importance of consuming a variety of cereals as opposed to the consumption of a single cereal/derivative. The correlation study reveals negative correlations between Mo-Na and Na-Zn. This finding could suggest interference between these elements. The consumption of 100 g/day of wheat provides a notable contribution of Mo, Mn, Fe, and Mg. In addition, the fortification of cereal derivatives can counteract the decrease in the content of some essential elements in the final product. Considering the interest of the Cape Verdean public health authorities in the optimal nutritional status of its population, it is advisable to strengthen the promotion of the consumption of cereals and derivatives, especially in young populations.
Data Availability
The data supporting the findings of the study are available in the present manuscript.
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Open Access funding provided thanks to the CRUE-CSIC agreement with Springer Nature. This research was funded by PERVEMAC II: Programa de Cooperación INTERREG V-A España-Portugal MAC (Madeira-Azores-Canarias) 2014–2020 grant number MAC/1.1a/049. Project “Sustainable Agriculture and Food Security in Macaronesia: Investigation of the benefits and risks of the intake of plant products for the health of consumers and development of minimization strategies”.
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Conceptualization: Carmen Rubio-Armendáriz and Arturo Hardisson. Data curation: Soraya Paz. Formal analysis: Consuelo Revert. Funding acquisition: Carmen Rubio-Armendáriz. Investigation: Ángel J. Gutiérrez, Consuelo Revert, and Soraya Paz. Methodology: Ángel J. Gutiérrez, Dailos González-Weller, and Soraya Paz. Project administration: Carmen Rubio-Armendáriz. Resources: Ángel J. Gutiérrez, Verena Gomes Furtado, Dailos González-Weller, and Arturo Hardisson. Supervision: Arturo Hardisson. Validation: Dailos González-Weller. Visualization: Verena Gomes Furtado, Consuelo Revert, and Arturo Hardisson. Writing — original draft: Soraya Paz. Writing — review and editing: Carmen Rubio-Armendáriz, Verena Gomes Furtado, and Soraya Paz.
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Rubio-Armendáriz, C., Gutiérrez, Á.J., Gomes-Furtado, V. et al. Essential Metals and Trace Elements in Cereals and Their Derivatives Commercialized and Consumed in Cape Verde. Biol Trace Elem Res 201, 444–454 (2023). https://doi.org/10.1007/s12011-022-03158-x
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DOI: https://doi.org/10.1007/s12011-022-03158-x