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ORIGINAL RESEARCH article

Front. Plant Sci., 07 December 2020
Sec. Plant Abiotic Stress
This article is part of the Research Topic Salt Tolerance: Molecular and Physiological Mechanisms and Breeding Applications View all 27 articles

Differential Impact of Salinity Stress on Seeds Minerals, Storage Proteins, Fatty Acids, and Squalene Composition of New Quinoa Genotype, Grown in Hyper-Arid Desert Environments

  • 1International Platform for Dryland Research and Education, Tottori University, Tottori, Japan
  • 2International Center for Biosaline Agriculture for Central Asia and Caucasus (ICBA-CAC), Tashkent, Uzbekistan
  • 3Institute of Bioorganic Chemistry Academy of Sciences of Uzbekistan, Tashkent, Uzbekistan
  • 4K.A. Timiryazev Institute of Plant Physiology Russian Academy of Sciences, Moscow, Russia

The effects of climate change and soil salinization on dryland ecosystems are already widespread, and ensuring food security is a crucial challenge. In this article, we demonstrate changes in growth performance and seed quality of a new high-yielding quinoa genotype (Q5) exposed to sodium chloride (NaCl), sodium sulfate (Na2SO4), and mixed salts (NaCl + Na2SO4). Differential responses to salt stress in growth performance, seed yield, and seed quality were identified. High salinity (mixed Na2SO4 + NaCl) reduces plant height by ∼30%, shoot and root dry weights by ∼29%, head panicle length and panicle weight by 36–43%, and seed yield by 37%, compared with control conditions. However, the 1,000-seed weight changes insignificantly under salinity. High content of essential minerals, such as Fe, Zn, and Ca in quinoa Q5 seeds produced under salinity, gives the Q5 genotype a remarkable advantage for human consumption. Biomarkers detected in our studies show that the content of most essential amino acids is unchanged under salinity. The content of amino acids Pro, Gly, and Ile positively correlates with Na+ concentration in soil and seeds, whereas the content of squalene and most fatty acids negatively correlates. Variation in squalene content under increasing salinity is most likely due to toxic effects of sodium and chlorine ions as a result of the decrease in membrane permeability for ion movement as a protective reaction to an increase in the sodium ion concentration. Low squalene accumulation might also occur to redirect the NADPH cofactor to enhance the biosynthesis of proline in response to salinity, as both syntheses (squalene and proline) require NADPH. This evidence can potentially be used by the food and pharmaceutical industries in the development of new food and health products.

Introduction

Rapidly increasing soil salinization in the world’s drylands is a major constraint in enhancing climate resilient ecosystem function and improving food security. The use of halophytes may be a viable solution for reducing pressure on freshwater resources and to utilize land affected by salinity (Toderich et al., 2018; Nikalje et al., 2019; Yamanaka and Toderich, 2020). Halophytes are salt-loving plants that possess an exceptional adaptation mechanism to abiotic stressors. Arthrocnemum macrostachyum (a coastal halophyte of Amaranthaceae) foliar extract application minimized the negative impacts of chloride salinity on soybean plants by increasing the proline, total free amino acids, total phenols, and ascorbic acid content (Osman et al., 2020).

Quinoa (Chenopodium quinoa), a facultative pseudocereal halophyte, has attracted worldwide interest because of its tolerance to harsh environments and superior nutritional value of seeds (Nowak et al., 2016; Nanduri et al., 2019). It, like other halophytes, can produce an economically valuable seed yield in a high range of salinities in which conventional crops cannot grow. Genetic enhancements of quinoa cultivars from its native Andes habitats were performed by different researchers in order to adapt this crop to different geographic conditions found in different dryland countries.

As a result, various cultivars of quinoa have been shown to exhibit different degrees of tolerance to abiotic and in particular saline stress (Peterson and Murphy, 2015; Hinojosa et al., 2018). Among the 121 germplasm accessions from the US Department of Agriculture (USDA), which were evaluated at the experimental station of the International Center for Biosaline Agriculture (ICBA), UAE, the quinoa Q5 improved genetic line has shown high plant growth performance, uniform early maturation, and stable high yield seed production. On-farm multilocation trial evaluations of quinoa germplasms under various climatic and soils salinity variables of Arabian Peninsula, Middle East North African, and Aral Sea Basin countries confirmed the exceptional adaptability of the (Q5) cultivar (Choukr-Allah et al., 2016).

There are more than 3,000 quinoa ecotypes whose potential and nutritional value have not been explored outside the Andes. Many studies have been performed to analyze the tolerance of different quinoa genotypes to abiotic stress in terms of its agronomic performance (Adolf et al., 2013; Ruiz et al., 2016; Mamedov et al., 2020), whereas a few have been conducted to explore the effects of high salinity response on the nutritional profile of quinoa seeds (Sampaio et al., 2020).

Information about the mechanisms involved in quinoa salinity tolerance is scarce and focuses on seed germination differences and physiological features response by comparing cultivars of different geographical origin (Shabala et al., 2013). Andean cultivars, for example, show high adaptability to NaCl stress due to proline production, the content of which was significantly higher than that of the control group seeds. Among the salts, Na2CO3 had the most detrimental effects on the germination of quinoa seeds, inhibiting the germination by ∼50%. Wilson et al. (2002) observed a significant reduction in plant height, when quinoa was grown in saline soil with a mixture of MgSO4, Na2SO4, Na2SO4, NaCl, and CaCl2 (3–19 dS m–1).

Intervarietal and intravarietal differences in seed mineral concentrations strongly suggest that both genotype and environmental factors were responsible for the mineral content variation among the quinoa cultivars along a geographical gradient. In conformity with studies of Iqbal et al. (2020) quinoa regulates excessive Na+ loads efficiently by sequestering it in leaf vacuoles and translocating it to older leaves. In another study, the mineral content of calcium (Ca), magnesium (Mg), zinc (Zn), and manganese (Mn) in quinoa seeds decreased in response to saline–sodic soil, e.g., in Larissa, Greece croplands (Karyotis et al., 2003). An X-ray microanalysis found high Na+ accumulation in the pericarp of quinoa seeds, but low amounts in the perisperm and embryo tissue (Sayed et al., 2017). According to Ali Hanan et al. (2017), concentrations of essential minerals such as Fe increase under high salinity conditions. The chemical composition of metabolites plays an important role in the osmotic adjustment to salinity stress in quinoa seeds (Aloisi et al., 2016). Seeds were also described as a good source of antioxidant compounds, although phenolic content and antioxidant and antimicrobial activities also varied among genotypes of quinoa (Park et al., 2017; Razzeto et al., 2019).

Recently, increased total polyphenolic content and antioxidant activity (AA) in methanol extracts of quinoa seeds harvested from plants grown under salinity have been observed, suggesting that stressful conditions may positively affect the seed’s content of these important bioactive compounds (Ruiz et al., 2016). Flour and the protein concentrate (PC) of seeds of amaranth, a close relative of quinoa, have been shown to contain polyphenols and to possess AA (Palombini et al., 2013; Aloisi et al., 2016).

Quinoa oil can also be used in cosmetics as a moisturizing agent of the skin due to a powerful combination of natural essential fatty acids (FAs) and vitamin E. This makes it a potent antioxidant/anti-inflammatory complex that helps restore barrier function of the skin epidermis and prevents premature signs of aging by enhancing collagen and elastin production. To date, these parameters have not been investigated in quinoa seeds, grown under arid and hyper-arid landscapes affected by inland salinization, which differs significantly from coastal salinization. In the last few decades, the incidence of abiotic stress has been accentuated by the increase in unpredictable weather patterns in the Central Asian landlocked lowlands areas. Investigation of quinoa response to chloride, sulfate, and mixed (chloride–sulfate) soil salinization that frequently occurs in this region can bring important information for more precise use, introduction, and outscaling of this climate-resilient superfood crop. There is concern that the chemical composition of local soils, which usually represents a mixture of salts, may alter the valuable nutritional profile of quinoa with a negative impact on the chemical compositions of quinoa seeds. Furthermore, abiotic stresses in these arid and hyper-arid areas habitually occur as combinations of two or more abiotic stress factors.

Quinoa varieties (e.g., CO407D, UDEC-1, Baer, and QQ 065) growing in Andes lowland environments exhibited extremely high tolerance to Na2SO4 and relatively high tolerance to NaCl in terms of agronomic performance, such as yield, plant height, and leaf greenness (Peterson and Murphy, 2015; Wu et al., 2016). However, seed nutritive quality under salinity stress remains to be evaluated when this crop is introduced in environments outside the Andes (Repo-Carrasco et al., 2003). We need to determine the underlying mechanisms of quinoa salinity tolerance and whether the content and quality of nutrients are influenced. The mechanisms causing differences in tolerance to chloride salts, sulfate salts, and mixed (chloride–sulfate) salts are still not well understood.

The current study aims to evaluate the seed quality profile of an improved genetic line of quinoa (Q5), introduced in salinized landlocked drylands, which radically differ from coastal salinized soil and Andes lowlands environments. Specific objectives were to investigate (i) quinoa plant performance under NaCl, Na2SO4 and the most frequently found mixed (NaCl + Na2SO4) salinity, which reflects the natural soil salinization in this region; (ii) mineral composition of the grain; (iii) amino acid profile of the grain; (iv) qualitative and quantitative analysis [chemical identification using total ion current (TIC) (thin-layer chromatography)] of FA methyl esters (FA-ME) composition, oil/fat proportion of non-saturated (NS) to saturated (ST) FA, and squalene content in a response to NaCl, Na2SO4, and mixed (NaCl + Na2SO4) types of salinity.

Materials and Methods

Experiment Area and Soil Analysis

The experiments were conducted during the 2017 and 2018 growing seasons, in the greenhouse of the Nukus branch of Agrarian University, in Karakalpakstan, Uzbekistan (42°28′N 59°36′E). For the present studies, three different types of soils representing the most common types of salinity found in the area were used.

These included chloride type soil (moderate level of salinization: 2.6 ± 0.21 Na+ mM/100 g soil), picked up from an abandoned rice field (N41°28′ E60°09′); sulfate-type soil (moderate level of salinization: 1.0 ± 0.09 Na+ mM/100 g soil), collected from a farmer’s field under forage crops (N42°36′ E 59°28′); and chloride–sulfate mixed soil (high level of salinization of 16.2 ± 2.03 Na+ mM/100 g soil), collected from the margins of a field with a strong saline crust (N42°36′ E59°28′) (Table 1). Non-saline soil collected from an overgrazed desert pasture (N 42°50′ E 60°00′) served as the control. The soils used in the experiments were obtained from a depth of 0–30 cm from representative fields. The soil in the region is characterized by a high proportion of fine sand and is moderately alkaline (pH 8.4) with a low humus content (0.6–1.08%) (Table 1). Humus content was determined by oxidation of soil organic matter with chromic acid to form carbon dioxide.

TABLE 1
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Table 1. Ion composition in the different type soils used in the experiment (mM/100 g soil).

Concentrations of main mineral ions were determined in water extracts of the seed mass (0.2 g dry mass/100 mL deionized water, shaken for 1 h and filtered). Sodium, potassium, and chloride ions were measured in the extracts using a pH/ion meter (“Expert-001.3”) in accordance with standard electrometric methods of measurement for ion-selective electrodes [Elit-031 (Kþ); Elit-261 (Cl_), Elis-112Na (Naþ)]. Sulfate–ion concentrations were measured in the same water extracts using UV/VIS Spectrophotometer V-530 (“Jasco”) by standard method with BaCl2 (Vorobyova and Makarenko, 2005).

Plant Growth

The Q5 quinoa seeds used in these studies were provided by the ICBA, Regional Branch for Central Asia and Caucasus (ICBA-CAC). Five new salt- and drought-tolerant lines, named Q1–Q5, were developed by ICBA UAE through mass selections from accessions received from the USDA. Original seeds were from Bolivia (from where the collection was obtained by USDA), but they did not group with the other Bolivian lines when genotyped.

Instead, the Q1–Q5 lines grouped between Chilean lowland and Andean highland lines, so it is thought that these lines are probably a hybrid between the Andean highland and lowland types or an entirely new ecotype. Evaluation of these Q1–Q5 lines under marginal environments of Uzbekistan during 2015–2018 demonstrated a high performance of the Q5 line. Therefore, Q5 seeds were used in this study. Seeds were sown in 20-L plastic containers filled with 15 kg of soil collected from fields representing the four different soil types, including the control.

A total of six pots were used for each soil type, giving us six replications. Plants (one plant per pot) were grown under natural daylight conditions from April to end of September; the day temperature was maintained at 30°C, and night temperature at 22°C (16 h L/8 h D). Plants were also watered with 100–200 mL water supplemented with fertilizers (N:P:K 10:10:27; 0.4 g L–1) in the daytime. Seeds were collected at maturity starting from 91 days and up to 110 days, weighed, and stored in an airtight container at 4°C. Plant growth performance parameters—the height of the plant, shoot lengths, panicle weight, seed yield, and 1,000-seed weight—were then measured.

Seed Chemical Analysis

Determination of Total Oil Content

Chemical analysis of quinoa seeds was carried out at the Institute of Bioorganic Chemistry, Tashkent. About 1 g of dry seed sample was crushed with pestle and mortar, and the homogenized mass was placed into an envelope through the filter article. The envelope with the sample was loaded into the Soxhlet extractor, and seed lipids were extracted with 50-mL boiling pure hexane (for gas chromatography MS SupraSolv < cps:sup > ®) by more than 20 repetitive Soxhlet cycles. Hexane-extracted seed samples were dried in a vacuum desiccator until constant weight, and oil content was calculated (in%) as loss of mass after Soxhlet processing (Wood et al., 1993).

Total Protein Determination

Protein content in the seeds was calculated as amino acids yield from acidic and alkaline hydrolysate’s chromatogram. Determination of amino acid content after both acidic and alkaline hydrolyses of defatted seed and free amino acids in deproteinated seed samples was carried out using reverse–high-performance liquid chromatography (RP-HPLC) [Agilent 1200, combined variable wavelength detector (VWD) and fluorescence detector (FLD)] after precolumn derivatization of the samples with o-phthalic aldehyde and phenylthiocyanate (Dai et al., 2014).

Free Amino Acid Content

Fifty milligrams of dry seeds was ground with 5 mL 40% methanol, containing 7.5% trichloroacetic acid (TCA) using mortar and pestle. The homogenate was centrifuged at 12,000 rpm for 3 min, and the deproteinizated solution containing amino acids was collected. TCA in solution was neutralized by concentrated NaOH (pH 8–10, controlled with indicator paper). Ten microliters of this deproteinizated extract was mixed with 190 μL of phenylisothiocyanate (PITC)–based derivatization reagent (5 μL PITC, 500 μL of 4 M Na-tetraborate, pH 10.5 and 495 μL of Acetonitrile). Derivatization in the form of phenylthiocarbamoil (PTC)–amino acids was completed by shaking at room temperature for 5 min. PTC derivatives were diluted by adding equal volume of 40% acetonitrile and loaded in HPLC column. Separation of PTC–amino acids was carried out using the HPLC equipment (VWD used as single detector at 280 nm) on RP column 0.46 × 25 cm XDB Zorbax C18.5 μm.

Total Amino Acid Content

Ten milligrams of defatted dry seed sample (protein content approximately 2 mg) was hydrolyzed with 2 mL of acidic mixture containing 6 M HCl (2 volumes), anhydrous trifluoroacetic acid (1 volume), and 0.5% 2-mercaptoethanol (2-ME). Hydrolysis was carried out at 170°C, 40 min under N2 in sealed ampules (Darbre, 1986). The hydrolysate was then evaporated to dryness using evaporator or SpeedVac system, suspended in 1 mL of distilled water, and centrifuged at 12,000 rpm, 2 min, to remove the insoluble contents. The amino acid content in acidic hydrolysate was determined by RP-HPLC using precolumn derivatization with o-phtalaldehyde (OPA) (Dorresteijn et al., 1996).

Determination of the Elementary Composition of Seeds

The seed samples were washed to remove surface contamination and dried in an oven at a temperature of 60°C. The samples were ground in a porcelain mortar to a homogenous state, and then two samples were weighed, one of 40 mg for analysis by short-lived radionuclides and the second of 90–100 mg to analyze medium- and long-lived radionuclides in labeled packets and packaged in plastic bags. The samples were then analyzed by neutron activation analysis method (De Soete et al., 1972). To determine the content of long-lived radionuclides, the samples were irradiated for 15 h. Samples were measured 1 month after irradiation by the relevant radionuclides. All measurements were performed on a germanium detector and spectrometer, connected to the PC. The determination of the elements of the different standards was used: interlaboratory, obtained by applying a known amount of the element on ash-less filter paper and the standard reference samples taken from IAEA Sabbage, IAEA Lichen, IAEA 359 and 336, and the comparator method (Parry, 1991; Abdurakhimov and Makhmudov, 2014).

Fatty Acid Composition of Quinoa Seed Oil

Anhydrous Na2SO4 was added to prepare the anhydrous hexane extract of FAs. The solvent and FA-ME were removed by evaporating, as described by Wirasnita et al. (2013). Fifty milligrams of oil was emulsified in 3 mL of alkaline methanol, containing 0.4 M KOH. The alkaline–methanol emulsion of oil was stirred using mechanical stirrer at 60–65°C for 10 min. After cooling with tap water, the reaction mixture was neutralized by adding an appropriate amount of conc. H2SO4 and then diluted with an equal volume of water. FA-ME was extracted from the reaction mixture three times with 1 mL of pure hexane for gas chromatography MS SupraSolv < cps:sup > ®. Hexane layers were combined and dehydrated with Na2SO4 by evaporation to dryness. Dry samples of FA-ME were dissolved in 1 mL of hexane prior to GC-MS analysis.

GC-MS Analysis of Fatty Acids

Two microliters of FA-ME sample was loaded to the GC-MS system in a split ratio of 1:20 to analyze the FA composition of the oil. Analyses were carried out using the TRACE 1310 TSQ 8000 (Thermo Fisher Scientific, United States) GC-MS system. The chromatographic conditions established were as follows: capillary column HP 5MS (30 m × 250 μm × 0.25 μm) and impregnated with a 5% biphenyl–dimethylsiloxane. The carrier gas was helium with a constant flow of 1.5 mL/min. The initial column temperature was set at 100°C with a delay of 1 min. Then the thermostat was heated to 180°C at a rate of 10°C/min, holding it at 230°C for 6 min, followed by a decrease in temperature to the initial state for 6 min at a rate of 40°C. The temperature of the injector and mass spectrometric detector was set at 250°C. The ionization method was performed by electron impact mode at 70 eV. Registration of chromatographic profile was generated after 3 min from the start to remove the signals of solvent. The chromatographic process was controlled by the XCalibur program in the interval of m/z 10–1,000 mass ranges. Identification of components was made using a combined reference library of mass spectrometric data of natural compounds “NIST” and Wiley. Total analysis time was 22.33 min. FA composition of quinoa seed oil samples was calculated from a TIC chromatograms of FAME Standard Calibration Mix C8:0–C24:0 (NuChek-Prep GLC 461C). TIC area of FA-ME peak was accepted as% content of the corresponding FAs. To calculate the quantity of squalene, we used an analytical standard of Squalene 111-02-4 Supelco.

Statistical Analysis

Statistical analysis of the data was performed (analysis of variance with CropStat program), and means were compared using the Tukey test. Because differences among the various parameters in 2017 and 2018 were insignificant, the values were pooled before subjecting to the statistical analysis. Statistical software package R was used to perform a multivariate statistical approach using a principal component analysis (PCA) model.

Results

Plant Growth and Seeds Yield

Data analysis indicated a negative impact of soil salinity on plant growth and panicle weight (Table 2). High salinity content (mix of Na2SO4 + NaCl) reduces plant height by ∼30%, shoot and root dry weights by ∼29%, panicle height and panicle weight by 36–43% and seed output of each plant by 36.6% as compared to control group (Table 2). At the same time, the weight of 1,000 seeds has decreased only by a small amount (11.8%). The average salt content, both sulfate and chloride, had no effect on the accumulation of dry shoot biomass and panicle weight, but had a negative correlation with panicle height and seed output of the plant. Average chloride salinity significantly reduced plant height and root dry weight, in contrast to average sulfate salinity (Table 2).

TABLE 2
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Table 2. Quinoa growth parameters at maturity stage under different soil conditions.

Fatty Acids and Squalene Contents in Quinoa Seeds

Data on FA-ME, oil/fat proportion of NS to ST FA, and squalene content in the seed oil of quinoa grown under different salinized conditions are shown in Table 3. The range of total lipid content in the seed samples varied between 4.95 and 6.42% per absolute dry mass of seeds. In quinoa grain, squalene content ranged between 0.148 and 0.256 g per 100 g of the seed mass. Figure 1 shows the TIC chromatogram of quinoa seed oil FA content. The squalene was detected at 18.77 min. Peak identification of FA composition was completed by using the Wiley reference mass spectra library and comparing retention indices of peaks before calculation of FA percentage content. Structural analysis by NIST library confirmed all the eluted peaks to be the substances of FAs and squalene. The probability of matching of the squalene peak with this substance was almost 90–95%. Values of oil/fat proportion of NS to ST FAs were considered the main criteria in evaluation of nutritive significance of quinoa grain. Oil of seeds extract of quinoa has favorable characteristics in terms of FA NS/ST proportion ratio that varies at 5.8–6.0. Quinoa seed oil is rich on polyunsaturated FA C18:3 (ω−3) and C18:2 (ω−6) content (Table 3). The palmitic acid (PA) C16:0 value was higher in quinoa grown in under control conditions (11.54 ± 0.30%), compared to the samples from sodium chloride (9.46 ± 0.25%), sodium sulfate (8.77 ± 0.30%), and the high mixed salinity (8.49 ± 0.30%) (Table 3). Salinity had also affected the quantity of oleic acid (OA) C18:1. While the samples from the control group had 23.95 ± 0.70% per absolute seed dry mass, those from the sodium chloride, sodium sulfate, and the mixture of salts had 19.34 ± 0.60%, 18.81 ± 0.60%, and 16.81 ± 0.60% OA, respectively. Similarly, linoleic acid (LA) C18:2 was also found to be higher in quinoa grown under normal conditions (53.98 ± 1.80%), and the concentration decreased to 43.01 ± 2.00%, 41.52 ± 2.00%, and 38.51 ± 1.70% under sodium chloride, sodium sulfate, and the mixed salinity, respectively (Table 3). Analysis of the data revealed differences in FA and squalene contents of the quinoa seeds under different soil conditions. High salinity (mixed Na2SO4 + NaCl) decreases nearly all studied FAs except stearic C18:0 and arachidic C20:0. Thus, the content of linolenic acid (C18:3) decreased by 53.4%, palmitoleic acid C16:1 by 35.7%, and other acids by 25–30% compared with the control conditions. The content of stearic acid C18:0 increased by ∼90%, and arachidic acid increased C20:0 by 11.4% (Table 3). Average salinity, both sulfate and chloride, did not affect the content of palmitoleic acid C16:1, but significantly reduced the content of oleic C18:1 and linoleic C18:2 acids. Medium sulfate salinity had a stronger effect on myristic C14:0, palmitic C16:0, stearic C18:0, and linolenic C18:3 acids, compared to medium chloride salinity. Conversely, chloride salinity has a stronger effect on arachidic acid C20:0 than sulfate salinity (Table 3). The squalene content decreased by 22% under conditions of strong (mixed Na2SO4 + NaCl) salinity, by 16% under conditions of medium sulfate salinity, and by 11.6% under conditions of medium chloride salinity (Table 3). Thus, the content of FAs and squalene is significantly influenced by the level of salinity, and the average sulfate salinity has a greater negative effect than chloride salinity.

TABLE 3
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Table 3. Fatty acids and squalene contents in quinoa seed oil from plants grown under different soil salinity (in g/100 g seed mass).

FIGURE 1
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Figure 1. TIC chromatogram of fatty acids (FA) derived from Quinoa seed oil. Identification of FA was according to reference MS library analysis. Inserted table (right)—RT and the names of fatty acid methyl esters.

PCA has shown that there are three clear groups of FA in the seeds (Figure 2A): plants grown under controlled conditions (1), plants grown in either moderate sulfate or moderate chloride salinization (2), and plants grown in strong sulfate–chloride salinization (3). The main contribution to the division into three groups by the first main factor (PC1) is the content of C18:1 acid and squalene (Table 4). The second factor (PC2) separates plants grown at sulfate and chloride salinization from the control plants and plants grown at strong sulfate–chloride salinization. The main contribution to this division is the content of C16:1 and C20:0 acids (Table 4). Multiple correlation analyses also showed no principal difference between the FA content of quinoa seeds and the salinity chemistry (Figure 2B). At the same time, there was a strong positive correlation between the content of C18:0 and a negative correlation between the content of C16:1 in quinoa seeds and the content of sodium, chlorine, and sulfate ions in soil. There was also a negative correlation between the C20:0 acid content of quinoa seeds and the potassium ion content of soil. To varying degrees, negative correlations are observed between the content of other FAs and squalene in the seeds and the content of sodium, chlorine, and sulfate ions in the soil, as well as positive correlations with the weight of seeds and the content of humus in the soil.

TABLE 4
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Table 4. Factor loading of fatty acids (FA) and amino acids (AA) variables on axes 1 and 2 of the principal component analysis.

FIGURE 2
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Figure 2. Principal component analysis (PCA) (A) score plot results comparing parameters of fatty acids and squalene (Squ) in quinoa seeds under different soil salinity and (B) multiple correlations of fatty acids and squalene in quinoa seeds, weight 1,000 seeds (Ws) and Na+, K+, Cl, SO42–, humus (H) contents in soil.

Amino Acid Composition of Quinoa Seeds

Soil salinity, regardless of degree and chemistry, did not affect the content of amino acids Arg, Asx, Glx, His, Phe, Trp, and Val/Met, but significantly increased the content of Gly (by 6–23%), Tyr (by 27–38%), and Pro (12–48%) in quinoa seeds compared to control conditions. Under strong salinity (mixed Na2SO4 + NaCl), the Lys content decreased by 22%, and the Gly, Tyr, Ala, and Ile in quinoa seeds increased by 19–60%, as compared to the control conditions (Table 5). Under conditions of moderate sulfate salinity, a significant increase in the content of Thr (by 12–17%), Ser (by 26%), and Cys (by 61%) was observed, while under conditions of moderate chloride salinity, a significant increase in the content of Leu (by 32%) was observed in quinoa seeds vs. control conditions.

TABLE 5
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Table 5. Amino acid contents in quinoa seeds produced under different soil salinity (in g/100 g seed mass).

PCA has shown that there are three clear groups of amino acid contents (Figure 3A): from plants grown under control conditions (1), from plants grown in both sulfate and chloride salinization (2), and from plants grown under strong sulfate–chloride salinization (3). The main difference between the three groups is the Tyr and Lys content (PC2) (Table 4). Multiple correlation analysis also showed that there was no difference between the amino acid content and the salinity chemistry of quinoa seeds (Figure 3B). In doing so, a positive relationship was found between Ala, Gly, Pro, Ile, and Unk and a negative relationship between Glx, His, Asx, and Lys content in quinoa seeds and the content of sodium, chloride, and sulfate ions in soil (Figure 3B). Despite the negative correlation between total amino acids in quinoa seeds and the content of sodium, chloride, and sulfate ions in soil (Figure 3B), no significant differences were found between the content of total amino acids under salinity and under control conditions (Table 5).

FIGURE 3
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Figure 3. Principal component analysis (PCA) (A) score plot results comparing parameters of amino acids in quinoa seeds under different soil salinity and (B) multiple correlations of amino acids in quinoa seeds, weight 1,000 seeds (Ws) and Na+, K+, Cl, SO42–, humus (H) contents in soil.

Element Content in Quinoa Seeds

Analysis of the elemental composition of quinoa seeds under conditions of different chemistry and salinity showed an increase in the content of Na (by 13–31%), Cl (by 90–133%), Fe (by 3–77%), and Zn (by 8–33%) compared to control (Table 6). At the same time, the content of K (by 12–23%), Cu (by 4–44%), and Sb (by 84–87%) decreased. With strong salinity (mixed Na2SO4 + NaCl), a decrease in the content of Br (by 81%) and Co (by 52%) was observed, and an increase in the content of Ca (by 92%), Cr (by 33%), and Sc (by 44%). With a moderate salinity, both sulfate and chloride, a twofold increase in the Ba content in quinoa seeds was observed in comparison with the control conditions (Table 6). Na, K, Ca, and Cl contents in quinoa seeds positively correlated with Na+, K+, Ca2+, and C contents in soils, respectively. However, the Mg content in quinoa seeds did not correlate with its content in soils (Figure 4A).

TABLE 6
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Table 6. Mineral content (μ/g) in quinoa seeds produced under different soil salinity.

FIGURE 4
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Figure 4. Principal component analysis (PCA) of multiple correlations Na. K, Ca, Mg, and Cl contents in soils and in quinoa seeds (A); Na, K, Ca contents in quinoa seeds and (B) amino acids and (C) fatty acids in quinoa seeds under different soil salinity.

Discussion

Although pseudocereals such as quinoa (C. quinoa) are valuable sources of nutrients, they are relatively understudied in terms of agronomic performance and elementary compounds composition response to harsh arid and hyper-arid landlocked saline environments. The strongly genotype-dependent responses to salinity confirm that quinoa is a rich source of genetic variation with respect to stress tolerance and that they are useful for further improving adaptation of this species to diverse environments (Nanduri et al., 2019). The pot experiment (Abdelaziz and Redouane, 2020) has shown that heat and water stress affected all phenotypic and physiological traits in Q1–Q5. Our current and previous findings (Mamadrahimov et al., 2016; Nanduri et al., 2019) show that, in some cases, abiotic stresses, e.g., soil salinity along a geographical gradient, induce changes in the nutritional properties of quinoa grains. Quinoa Q5 improved genetic line and not only endured salinity but produced good-quality seeds under saline conditions to a higher or similar degree to quinoa from the Andean native habitats.

Regarding the effects of Na2SO4 stress, there are studies showing that for many plants there is a trend of greater sulfate tolerance than chloride tolerance (Wilson et al., 2002; Peterson et al., 2015). Such tolerance was not confirmed by our results. Quinoa Q5 cultivar shows that the germination rate at 100 and 200 mM (Na2SO4) was, respectively, 10 and 25% lower, compared with the germination rate at the same concentrations of NaCl. Medium sulfate salinity in Q5, as was determined in this study, has more impact on the FA content of seeds than sodium chloride. Also, as in the case of NaCl, the germination of Q5 line seeds in the presence of Na2SO4, regardless of the concentration used, was significantly affected compared to the untreated seeds.

Choukr-Allah et al. (2016) reported a detrimental effect of water salinity (2.3, 16.3, and 18.9 dSm–1) on the chemical composition of quinoa seeds, particularly in the mineral content of the seeds. The results of this experiment also showed a high degree of variability in the performance of the nutritional profiles of quinoa seeds under various salinity stress. We have detected high sodium (Na) content in the quinoa seeds harvested from saline conditions as described earlier by Choukr-Allah et al. (2016). Quinoa seeds are recognized as a nutritious food source, owing to their high protein content with all essential amino acids, lack of gluten, and richness in several minerals such as Ca, Mg, Cu, Mn, P, Fe, and others (Peterson and Murphy, 2015). More importantly, even under the saline growing conditions, the nutritional value of quinoa seeds, especially the high protein content and all essential amino acids, high mineral content (e.g., Ca, Mg, Fe), and health-promoting compounds, such as flavonoids, remained mostly unaltered (Vega-Gálvez et al., 2010). In our experiments, no significant changes were observed in the content of Mg, Mn, Cu, Co, Ca, Se, Zn, and Fe under moderate chloride and sulfate soil salinity, when compared with those under control conditions (Table 6). The increases in Mn (by 58%), Fe (by 77.4%), and Ca (by 92%) contents in seed extracts from the strong mixed soil salinity do not support the earlier findings of Karyotis et al. (2003), who found a decrease in the mineral content of Ca, Mg, Zn, and Mn in quinoa seeds in response to saline-sodic soils. Under strong mixed salinity of NaCl and Na2SO4, a significant 1.3- to 2.3-fold accumulation of Cl and Na in quinoa seeds is also observed (Table 6 and Figure 4A). And at a given salinity, the highest level of reduction of quinoa nutritional compounds was detected. This might be due to the response of the plant protective system, or the mixed saline type of soil probably has more of these microelements.

An overview of literature has shown that the protein quantity and quality of quinoa are generally superior to those of cereal grains, while offering gluten-free property and high digestibility. Quinoa grain contains a balanced composition of essential amino acids with a high proportion of lysine, an amino acid deficient in cereal crops (FAO, 2013; U.S. Department of Agriculture, 2018). Protein/amino acid content are essential bioactive compounds of the food value of plant seeds. Performance of amino acid, FA contents, and nutritional quality of quinoa seeds under extreme growing environment will give a clear idea of how to advance this crop in marginal conditions. The major components of amino acids in whole seeds are included in storage protein/peptide and other proteinaceous constituents. However, some minor amounts can also be found as free amino acids. In this study, we determined total amino acid content after acidic/alkaline hydrolysis of defatted seed and free amino acids in deproteinized seed samples. Comparing the amino acids profiles of seeds under control and salinity showed that even strong mixed Na2SO4 + NaCl soil salinity did not affect the content of many essential amino acids (Arg, Asx, Glx, His, Phe, Trp, Val/Met) and increase in content of Gly, Tyr, Pro, Gly, Tyr, Ala, and Ile (Table 5 and Figure 3B), which is confirmed by significant correlations with the sodium content in seeds (Figure 4B). Of all the studied amino acids, only the content of Lys was decreased under heavy salinity (mixed Na2SO4 + NaCl). Overall, results show that salinity does not lower the seed amino acid content.

The accumulation of organic osmolytes, such as proline (a multifunctional amino acids), from the late embryogenesis plays a key role in maintaining the low intracellular osmotic potential of plants and in preventing the harmful effects of salinity stress on embryo development (Wang et al., 2015). Proline content, as described (in Amaranthus mangostanus) by Bhargava and Srivastava (2020), was significantly increased at high salt concentrations (90–120 mmol L_1). Some of authors indicated that the capacity to accumulate more storage proteins in quinoa seeds plays an important role in the initial stages of seed germination and seedlings establishment, one of the most sensitive to salinity stress seed ontogenetic development stages (Koyro and Eisa, 2008). Increase in proline may influence seed viability (Sano et al., 2016) and can ultimately lead to the production of protein to be used in the food industry and as dietary complements for their high protein level, functional properties, and low content of antinutritional factors (Escudero et al., 2011). By taking into consideration that quinoa, like other closely related chenopods, is characterized by a deep physiological seed dormancy, i.e., has short-term seed viability, we assumed that extending the seed dormancy period might play a crucial role in seed breeding and seed production programs. Proline accumulation was found to be dependent on the species and the plant organs (Verbruggen and Hermans, 2008; Bhargava and Srivastava, 2020); moreover, the genotypic differences in the proline concentration have been previously reported in sunflower (Canavar et al., 2014). As it was described by Abbas et al. (2014), the highly accumulated proline genotypes were more tolerant to abiotic stress. Proline accumulation in response to stress could be utilized in biosynthesis of proline-rich proteins. These proteins protect the plants from various stresses and help plants to recover from stress more rapidly (Hayat et al., 2012).

Quinoa (C. quinoa Willd.) seeds store about 12–15% of proteins with high biological value (Capraro et al., 2020). Our current studies show that soil salinity affected the amino acid content in quinoa seeds to a much lesser extent than the FA content. The content of most essential amino acids for human consumption and child development in quinoa seeds did not change under salinity conditions. Moreover, increases in content of major Fe, Mn, and Ca in combination with an increase in ST FAs, stearic acids, and amino acids (Ala. Pro., Gly, ILE, LEU) under mixed salinity (NaCl + Na2SO4) in quinoa (e.g., Q5) seed extract confirm the outstanding nutritional value of seeds with respect to salinity stress tolerance Further investigation of new quinoa germplasm will open avenues for improving adaptation of this species to diverse harsh environments. The accumulation of proline is often observed in response to salt stress, and it is most pronounced in roots (Hmidi et al., 2018). In this case, proline can perform a stress-protective function from the toxic effects of salts. Proline can destabilize double-helix DNA by lowering its melting point and increasing sensitivity to SI nuclease (Rajendrakumar et al., 1997). Under saline conditions, osmolyte destabilization of DNA has important cellular effects. Salts that accumulate during salt stress can also overstabilize the double helix, which can adversely inhibit DNA function in replication and transcription (Scott et al., 2019). Proline can also be a substitute energy source if necessary; proline degrades and releases energy as a reducing agent (Polavarapu et al., 2014).

Peiretti et al. (2013), in their studies revealed that the chemical composition of quinoa is closely connected to development of the plant with the quality of crop decreasing with increasing morphological stages. The pattern of FAs in the seed was characterized by PA (C16:0), OA (C18:1 n9), and LA (C18:2 n6). Among main FAs of the plant during growth, α-linolenic acid (ALA, C18:3 n3) was the most abundant FA. The increase in ALA in plant seed content plays an important role in regulating intracellular FA unsaturation to resist salt stress (Upchurch, 2008). Syntheses of oil and FAs of chenopods were largely influenced by salinity effect and pronounced during seed maturity developmental stage that induced the declining of seed yield value (Elferjani and Soolanayakanahally, 2018). Multiple correlation analysis in our experiment showed no principal difference between the FA content of quinoa seeds and the salinity chemistry (Figure 2B). The value of OA pattern in quinoa seeds was 22.8 ± 29.5%, which is higher than described early by other authors (Altuna et al., 2018). Interestingly, the values of LA from the control were found to be higher than those reported in literature (48.1 ± 52.3%, respectively). Arachidic acid appears to be largely associated with climatic conditions, and the oil content, oil quality, and seed yield of canola significantly increase with increasing organic matter content of soil during seed development. At the same time, there was a positive correlation between the content of C18:0 and a negative correlation between the content of C16:1 in quinoa seeds and the content of sodium, chlorine, and sulfate ions in soil. However, a comparative analysis of the content of these FAs and the Na, K, and Ca accumulation in seeds showed a greater dependence of the content of these FAs on Ca than on sodium content (Figure 4C). Perhaps this is due to the role of these FAs in the activation of embryo Ca2+ -regulated protein kinase at different Ca concentrations (Lucantoni and Polya, 1987). There was also a negative correlation C20:0 content of quinoa seeds with the potassium ion content of soil (Figure 2B), as well as with K content in seeds (Figure 4C). To varying degrees, negative correlations are observed between the content of other FAs and squalene in the seeds and the content of sodium, chlorine, and sulfate ions in the soil, and this was confirmed by the same negative correlation with Na content in seeds (Figure 4C).

The results also show that the seed yield (weight of 1,000 seeds), oil content, and oil quality of Quinoa positively correlate with humus content in soil. This study revealed that the nutrient matter content of poor saline soils should be ameliorated not only to obtain higher crop yields but also to improve the quality of production. The results of this study will be useful for agronomic and genetic research in determining the optimal harvest period. The significance of the results lies in the demonstration of the feasibility of seed growth stages at which developing quinoa seed could be modified to change oil and FA contents. A similar conclusion was made by Fadul (2015), where increase in arachidic acids appears to be largely associated with climatic conditions, and the oil content, oil quality, and seed yield of canola significantly increase with increasing organic matter content of soil during seed development. Results of this study showed that quinoa seeds are rich on polyunsaturated FA C18:3 (ω-3) and C18:2 (ω-6) and contain a considerable amount of squalene, which make them invaluable nutritional food for daily consumption. Incidentally, this is the first detailed report on the occurrence of squalene in the seed of quinoa, exposed to high soil salinity chemistry. The content of squalene in Quinoa (e.g., Q5) grains detected by using ion chromatography (TIC) varied from 2.69 to 3.45 g/100 g seed mass. Our results demonstrated that the total amount of squalene was changed in response to salinity stress. There was negative correlation between the content of squalene and the content of sodium, chlorine, and sulfate ion in the soil (Figure 2B) and a strong negative correlation with the accumulation of sodium and chlorine in the seeds (Figure 5A). A literature overview shows that plans containing squalene are olive oil (564 mg/100 g), soybean oil (9.9 mg/100 g), grape oil (19.1 mg/100 g), and Amaranthus (5,942 mg/100 g). However, of these species, olive seeds is used only for extracting commercial squalene despite the highest content is reported for Amaranthus (He et al., 2002). Several authors pointed out that squalene content in amaranth could be affected by environmental conditions, such as drought and water availability (He et al., 2002; Bozorov et al., 2018). Quinoa like Amaranthus, buckwheat, are important grains that provide a high quality of lipids and have health-promoting compounds. Squalene has a unique ability to saturate cells with oxygen. Allegedly, this is because squalene as an NS compound is unstable. However, the significance of squalene for the plant metabolism is not clear yet and requires further experimental studies. Like many other terpenoids, squalene is soluble in fats. Antitumoral and antiaging effects of squalene make it one of the powerful biological substances (Hill and Connolly, 2015). These physiological effects are generally well-tolerated and safe. The mechanisms of antitumor effects of squalene studied so far include decreasing farnesyl pyrophosphate (FPP) and free radical levels in cells, inhibition via negative feedback to the HMG-CoA enzyme, lessening the synthesis of FPP (Newmark, 1999; Reddy and Couvreur, 2009). The rich squalene content in quinoa seeds supports the levels and patterns of seed development and maturation stages due to its extraordinary antioxidant properties (Peiretti et al., 2013). Thus, the results of this study showed that the content of FAs and squalene in quinoa seeds is more influenced by the level of salinity than by chemistry, but moderate sulfate salinity has a greater negative effect than chloride salinity. Strong salinity (mixed Na2SO4 + NaCl) resulted in an increase in the content of two FAs (C18:0 and C20:0) and a decrease in the content of the remaining FAs and squalene.

FIGURE 5
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Figure 5. Principal component analysis (PCA) of multiple correlations squalene and elements contents in quinoa seeds (A); squalene and amino acids in quinoa seeds under different soil salinity (B).

The negative correlation of squalene content with the content of amino acids Pro, Gly, and Ile (Figure 5B) may be secondary, as the contents of amino acids Pro, Gly, and Ile positively correlate with the level of soil salinity (Figure 3B). Negative effects of salinization on plants may be due to low osmotic potential of the soil solution (osmotic stress) or toxic ionic effects (ionic stress) or a combination of these factors. Decrease in squalene content when salinity is increased is most likely due to toxic effects of sodium and chlorine ions. Squalene, an isoprenoid, is an important precursor for the biosynthesis of sterols, steroids, and ubiquinones. However, only 10% of the total quantity of squalene in the membrane is metabolically active for sterol synthesis, whereas the rest of it is stored, together with triacylglycerides and complex sterol esters as lipid droplets (Spanova et al., 2012). Because of its unpolarized nature, squalene is found in the hydrophobix center of the lipid bilayer, and it increases the hardness and size of the cell membrane when it assumes a hexagonal shape. Research of the lipid–protein interactions in cell membranes showed that squalene increases the polarity and hydrophobic interactions; it aids in regeneration of cell membranes, functional regulation of proteins, and ion transport (Orsini et al., 2011). The key cell membrane components are NS lipids, which, together with squalene, can regulate biophysical properties, passive diffusion, and dynamic organization of the membranes. Membrane viscosity and diffusion also depend on the presence of ST FAs and sterols, of which squalene is a precursor. In addition, squalene synthase is a putative branching point in the isoprenoid biosynthetic pathway, capable of directing carbon flux specifically to sterol biosynthesis, and therefore is considered a potential regulatory point of sterol metabolism (Devarenne et al., 2002). Based on the present results, this study demonstrated that salinity differently affects various components of quinoa seeds (Figure 6).

FIGURE 6
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Figure 6. Schematic presentation of the pathway for certain important seed chemical compounds as affected by salinity in Chenopodium quinoa Willd (e.g., Q5 genotype). The red represents decreased, whereas the green represents increased.

There are several possible reasons for the decrease in squalene content: (1) possible inhibition of squalene synthase; (2) redirection of the carbon flux from the biosynthesis of squalene to the biosynthesis of sterol; (3) a change in the ratio of NS/ST LCDs to preserve the fluidity and functionality of membranes; (4) a decrease in membrane permeability for ion movement as a protective reaction to an increase in the concentration of sodium ions; and (5) redirection of the NADPH cofactor to enhance the biosynthesis of proline in response to salinity, as both syntheses (squalene and proline) require NADPH.

Conclusion

The new quinoa Q5 is a stress-tolerant line, with a high nutritional value and unique phytochemical composition. Despite some plant growth performance and grain quality decline, its outstanding nutritional value along with its biochemical traits makes it a suitable candidate for direct incorporation into the human diet, especially in resource-poor rural areas. It is generally agreed that the amino acid and FA composition of quinoa is the primary indicator determining the nutritional composition and illustrates its value as a food source. This quinoa line also presented a high content of squalene, which might be responsible for the positive results of the seeds’ bioactivities. Further work is needed to investigate the role of the environmental stress levels on the FA biosynthetic enzymes in different genotypes of quinoa for better understanding the mechanism by which FAs accumulate in the seeds. This work contributes to the growing discussion on alternative sustainable and healthier foods by presenting new information regarding this climate-resilient and salinity-adapted new line of quinoa. This information can potentially be used by the food and pharmaceutical industries in the development of new food and health products.

Data Availability Statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation, to any qualified researcher.

Author Contributions

KT: design of experimental trials, data collection and processing on plant growth performance, seed formation, seed traits analyzing, translation, writing, and editing of the manuscript. AM: seed chemistry lab analysis of minerals, squalene, fatty acids, data processing, and preparation of the first draft of the manuscript. BK: field and lab soil analysis, design of the manuscript, data processing on crop agronomic traits, and writing the first draft. AS: field and lab experiments, technical assistance on seed chemistry analysis of seed storage proteins, fatty acids, major minerals and squalene, and description of numerical data. AK: design of the manuscript and edition. KN: breeding and description of Q5 new genotypes and editing of the manuscript. ES: data analysis, statistical analysis, and editing of the manuscript. All authors contributed to the article and approved the submitted version.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

We express our sincere thanks to the Islamic Development Bank (IDB) for funding this study done in frame of the project “Cross-regional Partnerships for improving Food and Nutritional Security in Marginal Environments of Central Asia (2015–2018).” We are grateful to Lizza Protas for English proofreading of the manuscript. We are grateful for the International Drylands Platform for Research and Education (IPDRE), Tottori University for technical support in submission of this article.

References

Abbas, S. R., Ahmad, S. D., Sabir, S. M., and Shah, A. H. (2014). Detection of drought tolerant sugarcane genotypes (Saccharum officinarum) using lipid peroxidation, antioxidant activity, glycine-betaine and proline contents. J. Soil Sci. Plant Nutr. 14, 233–243. doi: 10.4067/S0718-95162014005000019

PubMed Abstract | CrossRef Full Text | Google Scholar

Abdurakhimov, S. A., and Makhmudov, R. A. (2014). Analyzing and technical regulation of vegetable oils extracted by extraction method according to international standards. Sci. Techn. J. 2, 28–30.

Google Scholar

Abdelaziz, H., and Redouane, C. A. (2020). “Phenotyping the Combined Effect of Heat and Water Stress on Quinoa,” in Emerging Research in Alternative Crops. Environment & Policy, eds A. Hirich, R. Choukr-Allah, and R. Ragab , (Springer: Cham).

Google Scholar

Adolf, V. I., Jacobsen, S. E., and Shabala, S. (2013). Salt tolerance mechanisms in quinoa (Chenopodium quinoa Willd.). Environ. Exp. Bot. 92, 43–54. doi: 10.1016/j.envexpbot.2012.07.004

CrossRef Full Text | Google Scholar

Ali Hanan, M. A., Al-Sayed, M. E., Lotfy, A. M., and Masoud, A. M. (2017). Chenopodium quinoa Wild. A new cash crop halophyte for saline regions of Egypt. Austr. J. Crop Sci. 11, 343–351. doi: 10.21475/ajcs.17.11.03.pne31

CrossRef Full Text | Google Scholar

Aloisi, I., Parrotta, L., Ruiz, K. B., Landi, C., Bini, L., Cai, G., et al. (2016). New insight into Quinoa seed quality under salinity: changes in proteomic and amino acid profiles, phenolic content, and antioxidant activity of protein extracts. Front. Plant Sci. 7:656. doi: 10.3389/fpls.2016.00656

PubMed Abstract | CrossRef Full Text | Google Scholar

Altuna, J. L., Silva, M., Alvarez, M, Quinteros, M. F., Morales, D., and Carrillo, W. (2018). Ecuadorian quinoa (Chenopodium quinoa Willd) fatty acids profile. Asian J. Pharmaceut. Clin. Res. 11:11. doi: 10.22159/ajpcr.2018.v11i11.24889

CrossRef Full Text | Google Scholar

Bhargava, A., and Srivastava, S. (2020). “Response of Amaranthus sp. to Salinity Stress: A Review,” in Emerging Research in Alternative Crops. Environment & Policy, eds A. Hirich, R. Choukr-Allah, and R. Ragab (Springer, Cham).

Google Scholar

Bozorov, S. S., Nodir Sh, B., Uchkun, J. I., Shukhratjon, S. O., Jamolitdin, F. Z., and Akmal, M. A. (2018). Chemical composition and biological activity of seed oil of amaranth varieties. Nova Biotechnol. Chim. 17, 66–73. doi: 10.2478/nbec-2018-0007

CrossRef Full Text | Google Scholar

Canavar, Ö., Götz, K. P., Ellmer, F., Chmielewski, F. M., and Kaynak, M. A. (2014). Determination of the relationship between water use efficiency, carbon isotope discrimination and proline in sunflower genotypes under drought stress. Aust. J. Crop Sci. 8, 232–242.

Google Scholar

Capraro, J., De Benedetti, S., Di Dio, M., Bona, E., Abate, A., and Corsetto, P. A. (2020). Characterization of Chenopodin Isoforms from Quinoa Seeds and Assessment of Their Potential Anti-Inflammatory Activity in Caco-2 Cells. Biomolecules 10:795. doi: 10.3390/biom10050795

PubMed Abstract | CrossRef Full Text | Google Scholar

Choukr-Allah, R., Rao, N. K., Hirich, A., Shahid, M., Alshankiti, A., and Toderich, K. (2016). Quinoa for marginal environments: toward future food and nutritional security in Middle East North Africa (MENA) and Central Asia regions. Front. Plant Sci. 7:346 doi: 10.3389/fpls.2016.00346

PubMed Abstract | CrossRef Full Text | Google Scholar

Dai, Z., Wu, Z., Jia, S., and Wu, G. (2014). Analysis of amino acid composition in proteins of animal tissues and foods as precolumn o-phthaldialdehyde derivatives by HPLC with fluorescence detection. J. Chromatogr. B 964, 116–127. doi: 10.1016/j.jchromb.2014.03.025

PubMed Abstract | CrossRef Full Text | Google Scholar

De Soete, D., Gijbels, R., and Hoste, J. (1972). Neutron Activation Analysis. New York, NY: John Wiley and Sons.

Google Scholar

Devarenne, T. P., Ghosh, A., and Chappell, J. (2002). Regulation of Squalene Synthase, a Key Enzyme of Sterol Biosynthesis in Tobacco. Plant Physiol. 129, 1095–1106. doi: 10.1104/pp.001438

PubMed Abstract | CrossRef Full Text | Google Scholar

Dorresteijn, R. C., Berwald, L. G., Zomer, G., de Gooijer, C. D., Wieten, G., and Beuvery, E. C. (1996). Determination of amino acids using o-phthalaldehyde-2-mercaptoethanol derivatization. Effect of reaction conditions. J. Chromatogr. A. 724, 159–167. doi: 10.1016/0021-9673(95)00927-2

PubMed Abstract | CrossRef Full Text | Google Scholar

Elferjani, R., and Soolanayakanahally, R. (2018). Canola Responses to Drought, Heat, and Combined Stress: Shared and Specific Effects on Carbon Assimilation, Seed Yield, and Oil Composition. Front. Plant Sci. 9:1224. doi: 10.3389/fpls.2018.01224

PubMed Abstract | CrossRef Full Text | Google Scholar

Escudero, N. L., Albarracín, G. J., Lucero López, R. V., and Giménez, M. S. (2011). Antioxidant activity and phenolic content of flour and protein concentrate of Amaranthus cruentus seeds. J. Food Biochem. 35, 1327–1341. doi: 10.1111/j.1745-4514.2010.00454.x

CrossRef Full Text | Google Scholar

Fadul, O. (2015). Fatty Acid Content of Seed at Different Development Stages in Canola on Different Soil Types with Low Organic Matter. Plant Product. Sci. 17, 253–259. doi: 10.1626/pps.17.253

CrossRef Full Text | Google Scholar

FAO (2013). Celebrating the International Year of Quinoa: A Future Sown Thousands of Years Ago. Italy: FAO.

Google Scholar

Hayat, S. H., Hayat, Q., Alyemeni, M. N., Wani, A. S. H., Pichtel, J., and Ahmad, A. (2012). Role of proline under changing environments. Plant Sign. Behav. 7, 1456–1466. doi: 10.4161/psb.21949

PubMed Abstract | CrossRef Full Text | Google Scholar

He, H., Cai, Y., Sun, M., and Corke, H. (2002). Extraction and Purification of Squalene from Amaranthus Grain. J. Agricult. Food Chem. 50, 368–372. doi: 10.1021/jf010918p

PubMed Abstract | CrossRef Full Text | Google Scholar

Hill, R. A., and Connolly, J. D. (2015). Triterpenoids. Nat. Product. Rep. 32, 273–327.

Google Scholar

Hinojosa, L., González, J. A., Barrios-Masias, F. H., Fuentes, F., and Murphy, K. M. (2018). Quinoa Abiotic Stress Responses: A Review. Plants 7:106. doi: 10.3390/plants7040106

PubMed Abstract | CrossRef Full Text | Google Scholar

Hmidi, D., Chedly, A., Habib-ur-Rehman, A., Muhammad, A., and Dorsaf, M. (2018). Effect of salinity on osmotic adjustment, proline accumulation and possible role of ornithine-δ-aminotransferase in proline biosynthesis in Cakile maritima. Physiol. Mol. Biol. Plants. 24, 1017–1033. doi: 10.1007/s12298-018-0601-9

PubMed Abstract | CrossRef Full Text | Google Scholar

Iqbal, S., Basra, S. M. A., Saddiq, M. S., Yang, A., Akhtar, S. S., and Jacobsen, S. E. (2020). “The Extraordinary Salt Tolerance of Quinoa,” in: Emerging Research in Alternative Crops. Environment & Policy, eds A. Hirich R. Choukr-Allah R. Ragab, (Cham: Springer), 58, 125–143. doi: 10.1007/978-3-319-90472-6_5

CrossRef Full Text | Google Scholar

Karyotis, T., Iliadis, C., Noulas, C., and Mitsibonas, T. (2003). Preliminary research on seed production and nutrient content for certain quinoa varieties in a saline–sodic soil. J. Agron. Crop Sci. 189, 402–408. doi: 10.1046/j.0931-2250.2003.00063.x

CrossRef Full Text | Google Scholar

Koyro, H. W., and Eisa, S. S. (2008). Effect of salinity on composition, viability and germination of seeds of Chenopodium quinoa Wild. Plant Soil 302, 79–90. doi: 10.1007/s11104-007-9457-4

CrossRef Full Text | Google Scholar

Lucantoni, A., and Polya, G. M. (1987). Activation of wheat embryo calcium-regulated protein kinase by unsaturated fatty acids in the presence and absence of calcium. FEBS Lett. 221, 33–36. doi: 10.1016/0014-5793(87)80347-2

CrossRef Full Text | Google Scholar

Mamadrahimov, A. A., Soliev, A., and Toderich, K. (2016). “Determination of squalene (SQ) content in quinoa seed oils grown under harsh environmental condition in Central Asia,” in Proceeding Book of the International Quinoa conference, (Dubai, UAE: Quinoa for future Food and Nutrition Security in Marginal Environments), 67Google Scholar

Mamedov, A. I., Gasimova, K., Husiyev, E. K., Farzaliyev, V., Alizade, V. M., and Toderich, K. (2020). “Root and Shoot Relation of the Quinoa and Forage Plants in Salt-Affected Clay Soil,”in Emerging Research in Alternative Crops. Environment & Policy, A. Hirich, R. Choukr-Allah, R. Ragab, (New York: Springer), 58, 185–220. doi: 10.1007/978-3-319-90472-6_8

CrossRef Full Text | Google Scholar

Nanduri, K. R., Hirich, A., Salehi, M., Saadat, S., and Jacobsen, S. E. (2019). “Quinoa: A New Crop for Harsh Environments,” in Sabkha Ecosystems, Tasks for Vegetation Science VI, B. Gul ed, (New York: Springer) 301–333. doi: 10.1007/978-3-030-04417-6_19

CrossRef Full Text | Google Scholar

Newmark, H. L. (1999). Squalene, olive oil, and cancer risk: review and hypothesis. Anna. N Y Acad. Sci. 889, 193–203. doi: 10.1111/j.1749-6632.1999.tb08735.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Nikalje, G. C., Yadav, K., and Penna, S. (2019). “Halophyte Responses and Tolerance to Abiotic Stresses,” in Ecophysiology, Abiotic Stress Responses and Utilization of Halophytes. eds M. Hasanuzzaman, K. Nahar, and M. Öztürk , (Springer: Singapore), 1–23. doi: 10.1007/978-981-13-3762-8_1

CrossRef Full Text | Google Scholar

Nowak, V., Du, J., and Charrondiere, U. (2016). Assessment of the Nutritional Composition of Quinoa (Chenopodium quinoa Wild.) Food Chem. 193, 47–54. doi: 10.1016/j.foodchem.2015.02.111

PubMed Abstract | CrossRef Full Text | Google Scholar

Osman, M. S., Badawy, A. A., Osman, A. I., and Abdel Latef, A. A. H. (2020). Ameliorative impact of an extract of the halophyte Arthrocnemum macrostachyum on growth and biochemical parameters of soybean under salinity stress. J. Plant. Growth Regul. 9:2048. doi: 10.1007/s00344-020-10185-2

CrossRef Full Text | Google Scholar

Orsini, F., Accorsi, M., Gianquinto, G., Dinelli, G., Antognoni, F., Carrasco, K. B. R., Martinez, E. A., Alnayef, M., Marotti, I., and Bosi, S. (2011). Beyond the ionic and osmotic response to salinity in Chenopodium quinoa: Functional elements of successful halophytism. Funct. Plant Biol. 38, 818–831. doi: 10.1071/FP11088

PubMed Abstract | CrossRef Full Text | Google Scholar

Palombini, S. V., Claus, T., Maruyama, S. A., Gohara, A. K., Souza, A. H. P., and Souza, N. E. D. et al. (2013). Evaluation of nutritional compounds in new amaranth and quinoa cultivars. Food Sci. Technol. 33, 339–344. doi: 10.1590/S0101-20612013005000051

CrossRef Full Text | Google Scholar

Park, J. H., Lee, Y. J., Kim, Y. H., and Yoon, K. S. (2017). Antioxidant and Antimicrobial Activities of Quinoa (Chenopodium quinoa Wild.) Seeds Cultivated in Korea// Preview. Nutr. Food Sci. 22, 195–202. doi: 10.3746/pnf.2017.22.3.195

PubMed Abstract | CrossRef Full Text | Google Scholar

Parry, S. J. (1991). Activation Spectrometry in Chemical Analysis. New York, NY: John Wiley and Sons.

Google Scholar

Peiretti, P. G., Gai, F., and Tassone, S. (2013). Fatty acid profile and nutritive value of quinoa (Chenopodium quinoa Wild.) seeds and plants at different growth stages. Anim. Feed Sci. Technol. 183, 56–61. doi: 10.1016/j.anifeedsci.2013.04.012

CrossRef Full Text | Google Scholar

Peterson, A., and Murphy, K. (2015). Tolerance of lowlands Quinoa cultivars to sodium chloride and sodium sulphate salinity. Crop Sci. 55:331. doi: 10.2135/cropsci2014.04.0271

CrossRef Full Text | Google Scholar

Peterson, A. J., Jacobsen, S.-E., Bonifacio, A., and Murphy, K. M. (2015). A crossing method for quinoa. Sustainability 7, 3230–3243. doi: 10.3390/su7033230

CrossRef Full Text | Google Scholar

Darbre, A ed. (1986). Practical protein chemistry. A handbook. New York: John Wiley & Sons, (250–255).

Google Scholar

Polavarapu, B., Kavi, K., and Nese, S. (2014). Is proline accumulation per se correlated with stress tolerance or is proline homeostasis a more critical issue? Plant Cell Environ. 37, 300–311. doi: 10.1111/pce.12157

PubMed Abstract | CrossRef Full Text | Google Scholar

Rajendrakumar, C. S. V., Suryanarayana, T., and Reddy, A. R. (1997). DNA helix destabilization by proline and betaine: possible role in the salinity tolerance process. Federat. Eur. Biochem. Soc. Lett. 410, 201–205. doi: 10.1016/S0014-5793(97)00588-7

CrossRef Full Text | Google Scholar

Razzeto, G., Unates, M., Moreno, J., Lucero Lopez, R., Aguilar, E., Sturniolo, H., and Escudero, N. (2019). Evaluation and Comparative Study of the Nutritional Profile and Antioxidant Potential of New Quinoa Varieties. Asian J. Agricult. Horticul. Res. 3, 1–11. doi: 10.9734/ajahr/2019/v3i330002

CrossRef Full Text | Google Scholar

Reddy, L. H., and Couvreur, P. (2009). Squalene: A natural triterpene for use in disease management and therapy. Adv. Drug Deliv. Rev. 61, 1412–1426. doi: 10.1016/j.addr.2009.09.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Repo-Carrasco, R., Espinoza, C., and Jacobsen, S. E. (2003). Nutritional value and use of the Andean crops quinoa (Chenopodium quinoa) and kañiwa (Chenopodium pallidicaule). Food Rev. Int. 19, 179–189. doi: 10.1081/FRI-120018884

CrossRef Full Text | Google Scholar

Ruiz, K. B., Biondi, S., Martínez, E. A., Orsini, F., Antognoni, F., and Jacobsen, S.-E. (2016). Quinoa - a model crop for understanding salt tolerance mechanisms in halophytes. Plant Biosyst. 150, 357–371. doi: 10.1080/11263504.2015.1027317

CrossRef Full Text | Google Scholar

Sampaio, S. H. L., Fernandes, A., Pereira, C., Calhelha, R. C., Sokovic, M., Santos-Buelga, C., Barros, L., and Ferreira, I. C. F. R. (2020). Nutritional value, physicochemical characterization and bioactive properties of the Brazilian quinoa BRS Piabiru. Food Funct. J. 11:2969. doi: 10.1039/d0fo00055h

PubMed Abstract | CrossRef Full Text | Google Scholar

Sano, N., Rajjou, L., North, H. M., Debeaujon, I., Marion-Poll, A., and Seo, M. (2016). Staying Alive: Molecular Aspects of Seed Longevity. Plant Cell Physiol. 57, 660–674. doi: 10.1093/pcp/pcv186

PubMed Abstract | CrossRef Full Text | Google Scholar

Sayed, S., Eisa1, M. A., Eid, E. H., Abd El-Samad, S. A., and Hussin, A. A. (2017). Chenopodium quinoa Willd. A new cash crop halophyte for saline regions of Egypt. Austr. J. Crop Sci. 11, 343–351. doi: 10.21475/ajcs.17.11.03.pne316

CrossRef Full Text | Google Scholar

Scott, S., Shaheen, C., McGuinness, B., Metera, K., Kouzine, F., and Levens, D. (2019). Single-molecule visualization of the effects of ionic strength and crowding on structure-mediated interactions in supercoiled DNA molecules. Nucleic Acids Res. 47, 6360–6368. doi: 10.1093/nar/gkz408

PubMed Abstract | CrossRef Full Text | Google Scholar

Shabala, S., Hariadi, Y., and Jacobsen, S. E. (2013). Genotypic difference in salinity tolerance in quinoa is determined by differential control of xylem Na+ loading and stomatal density. J. Plant Physiol. 17, 906–914. doi: 10.1016/j.jplph.2013.01.014

PubMed Abstract | CrossRef Full Text | Google Scholar

Spanova, M., Zweytick, D., and Lohner, K. (2012). Influence of squalene on lipid particle/droplet and membrane organization in the yeast Saccharomyces cerevisiae. Biochim. Biophys. Acta 1821, 647–653. doi: 10.1016/j.bbalip.2012.01.015

PubMed Abstract | CrossRef Full Text | Google Scholar

Toderich, K. N., Ismail, S. H., Khujanazarov, T., and Khasankhanova, G. (2018). “Biosaline Technologies and Approaches on salinity management of different agro-landscapes in arid climate. (2018),” in Salinity Management Handbook, eds R. Vergas, E.I. Pankova, S.A. Baliyuk, P.V. Krasilnikov, (Singapore: Springer), 61–72.

Google Scholar

Upchurch, R. G. (2008). Fatty acid unsaturation, mobilization, and regulation in the response of plants to stress. Biotechnol. Lett. 30, 967–977. doi: 10.1007/s10529-008-9639-z

PubMed Abstract | CrossRef Full Text | Google Scholar

U.S. Department of Agriculture (2018). USDA Report 2018 of Quinoa (uncooked) United States Department of Agriculture. Agricultural Research Service Database. Washington: U.S. Department of Agriculture.

Google Scholar

Vega-Gálvez, A., Miranda, M., Vergara, J., Uribe, E., Puente, L., and Martínez, E. A. (2010). Nutrition facts and functional potential of quinoa (Chenopodium quinoa Wild.) an ancient Andean grain: a review. J. Sci. Food Agric. 90, 2541–2547. doi: 10.1002/jsfa.4158

PubMed Abstract | CrossRef Full Text | Google Scholar

Verbruggen, N., and Hermans, C. (2008). Proline accumulation in plants: a review. Amino. Acids 35, 753–759. doi: 10.1007/978-81-322-2616-1_9

CrossRef Full Text | Google Scholar

Vorobyova, E., and Makarenko, T. (2005). Practical Works (Methods for Analysis of Biological Samples), Belarus: UDK.

Google Scholar

Wang, F., Xu, Y., Wang, SH., Shi, W., Liu, R., and Feng, G. (2015). Salinity affects production and salt tolerance of dimorphic seeds of Suaeda salsa. Plant Physiol. Biochem. 95, 41–48. doi: 10.1016/j.plaphy.2015.07.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Wilson, C., Read, J. J., and Abo-Kassem, E. (2002). Effect of mixed-salt salinity on growth and ion relations of a quinoa and a wheat variety. J. Plant Nutr. 25:12. doi: 10.1081/PLN-120015532

CrossRef Full Text | Google Scholar

Wirasnita, R., Hadibarata, T., Novelina, Y. M., Yusoff, A. R. M., and Yusop, Z. (2013). A modified methylation method to determine fatty acid content by gas chromatography. Bull. Korean Chem. Soc. 34, 3239–3242. doi: 10.5012/bkcs.2013.34.11.3239

CrossRef Full Text | Google Scholar

Wood, S. G., Lawson, L. D., Fairbanks, D. J., Robison, L. R., and Andersen, W. R. (1993). Seed lipid content and fatty acid composition of three quinoa cultivars. J. Food Composit. Analy. 6, 41–44. doi: 10.1006/jfca.1993.1005

CrossRef Full Text | Google Scholar

Wu, G., Peterson, A. J., Morris, C. F., and Murphy, K. M. (2016). Quinoa Seed Quality Response to Sodium Chloride and Sodium Sulfate Salinity. Front. Plant Sci. 7:790. doi: 10.3389/fpls.2016.00790

PubMed Abstract | CrossRef Full Text | Google Scholar

Yamanaka, N., and Toderich, K. (2020). Photobooks of Drylands Vol.4 Salinization in Drylands- Imai Print Co.Ltd. (in Japanese and English). Available online at: https://catalogue.unccd.int/1484_Salinization_in_Dryland_Yamanaka_Toderich_2020.pdf

Google Scholar

Keywords: Chenopodium quinoa, Amarantaceae, squalene, fatty acids, amino acids, proline, saline stress, desertification

Citation: Toderich KN, Mamadrahimov AA, Khaitov BB, Karimov AA, Soliev AA, Nanduri KR and Shuyskaya EV (2020) Differential Impact of Salinity Stress on Seeds Minerals, Storage Proteins, Fatty Acids, and Squalene Composition of New Quinoa Genotype, Grown in Hyper-Arid Desert Environments. Front. Plant Sci. 11:607102. doi: 10.3389/fpls.2020.607102

Received: 16 September 2020; Accepted: 09 November 2020;
Published: 07 December 2020.

Edited by:

Giovanni Stefano, University of Florence, Italy

Reviewed by:

Nadia Bazihizina, University of Florence, Italy
Arafat Abdel Hamed Abdel Latef, South Valley University, Egypt

Copyright © 2020 Toderich, Mamadrahimov, Khaitov, Karimov, Soliev, Nanduri and Shuyskaya. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Elena V. Shuyskaya, evshuya@gmail.com

These authors have contributed equally to this work

This article was submitted to Plant Abiotic Stress, a section of the journal Frontiers in Plant Science

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