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Article

Diversity of the Biological and Proteinogenic Characteristics of Quinoa Genotypes as a Multi-Purpose Crop

by
Sergey Voronov
1,
Yurii Pleskachiov
1,
Aleksandra Shitikova
2,
Meisam Zargar
3,* and
Mostafa Abdelkader
4,5,*
1
Federal Research Center Nemchinovka, 143026 Moscow, Russia
2
Moscow Timiryazev Agricultural Academy, Russian State Agrarian University, Timiryazevskaya 49, 127434 Moscow, Russia
3
Department of Agrobiotechnology, Institute of Agriculture, RUDN University, 117198 Moscow, Russia
4
Horticulture Department, Faculty of Agriculture, Sohag University, Sohag 85254, Egypt
5
Agrochemistry Department, Faculty of Soil Science, Lomonosov Moscow State University, 119992 Moscow, Russia
*
Authors to whom correspondence should be addressed.
Agronomy 2023, 13(2), 279; https://doi.org/10.3390/agronomy13020279
Submission received: 28 November 2022 / Revised: 11 January 2023 / Accepted: 14 January 2023 / Published: 17 January 2023
(This article belongs to the Special Issue Crop Productivity and Energy Balance in Large-Scale Fields)

Abstract

:
Quinoa is a multi-purpose vegetable, grain, and forage crop, due in part to the high nutritional value of its aerial parts. This work evaluates quinoa genotype characteristics as a starting point for a better understanding of multi-purpose cultivation. Ten cultivars of quinoa were studied on soddy-podzolic soils: Brightest Brilliant, Red Faro, and Cherry Vanilla from the US (USA 1–3); Titicaca (KY1) from Denmark; Regalo (KY2), a cultivar selected by the Baer Seed Research Center for southern Chile; as well as Q1–Q5, UAE cultivars of various ecological and geographical origins. Quinoa plants were divided into three parts (lower, middle, and upper). The Q3 and Q4 cultivars produced the maximum fresh weight (38.7 g and 35.4 g, respectively) and dry matter (5.6 g and 5.3 g, respectively). The leaf mass and stems comprised 25% and 75% of the lower parts, versus 50–60% and 40–50% of the middle parts, respectively. Stems made up about 15% of the upper parts. The KY1 and Q5 cultivars produced the highest results (4.08 and 4.23 g, respectively). Protein concentrations of the quinoa grains were relatively high, with up to 14.0% grain protein in the USA2 cultivars. Leucine and isoleucine were the most abundant amino acids in quinoa grains, ranging from 6.7 to 9.2 g/100 g of protein. In contrast, methionine was the least abundant amino acid with less than 1.5 g/100 g of protein.

1. Introduction

Quinoa (Chenopodium quinoa L.) is a herbaceous annual dicotyledonous plant belonging to the family Amaranthaceae, which also includes Beta vulgaris and Spinacia oleracea. Quinoa has been cultivated as a leafy vegetable, fodder source, and subsidiary grain crop in various world regions [1,2]. The grains are considered to make up a highly nutritious diet [3] due to their high levels of protein and essential amino acids [4,5]. Due to their abundant and affordable sources of vitamin C, protein, and pigments, the quinoa leaves are commonly used as a vegetable in human meals and for feeding cattle [6,7], while the grains provide an adequate supply of protein, minerals, and vitamins [8]. The plant originated on the Peruvian–Bolivian border. In these regions, quinoa represented an essential nutritional source for the Andean residents for thousands of years [6]. It was also valued for its tolerance and ability to grow under abiotic stresses in various agroecological environments [7] and adverse environmental conditions, such as salinity [8], drought, and frost [9,10]. This wide geographical distribution testifies to the remarkable adaptability of this species, which has had to develop various defence mechanisms to resist a wide range of environmental stresses [11,12,13]. In particular, the growing appeal, since 2013 as the “Year of Quinoa,” in “developed” countries for dietary, organic, or “fair trade” products, combined with the development of an organic quinoa supply chain, continues to drive increasing demand.
The countries that certified quinoa crop cultivation increased dramatically by more than three times (307%) in 2018, compared to 2010 [11]. Due to its superior nutritional content, compared to that of other cereals, quinoa is gaining in popularity around the globe. Generally, the yield of quinoa grains varies according to agroecological conditions. Data has been obtained from Iran (0.16–1.56 t/ha), Egypt (0.41–3.87 t/ha) [12], Morocco (0.84 t/ha) [13], Italy (0.11 t/ha–3.05 t/ha) [14], and Europe (1–3 t/ha) [15]. In particular, quinoa has been studied for its high content of protein, containing amino acids, minerals (K, Fe, Ca, Mn), saponins, dietary fibre, starch, and vitamins, but also its likely beneficial effects on health [16,17]. Quinoa’s average protein content (15%) is greater than that of the most common cereals, such as rice (7.9%), barley (12.5%), or corn (9.4%); it is equivalent to that of wheat (13.7%). Conversely, this content is lower than the grains of certain legumes, such as beans (23.6%). Quinoa genotypes that can be successfully grown in areas outside the plant’s naturalized area may provide an opportunity to boost agro-biodiversity and face increasing consumer demand [18].
Quinoa is a gluten-free food, therefore allowing the prevention of several diseases; it boosts the immune system and lowers cholesterol, blood pressure, and the risk of heart disease. It also prevents stroke and colon cancer [19]. Quinoa is used in various food, pharmaceutical, and cosmetic industries, hence the high demand for the product in international markets. It can also be used as fodder to feed animals, including poultry [20]. Recently, quinoa has also been cultivated for forage due to the high nutritional value of the different plant parts for livestock [21]. Quinoa residues have been used for feeding farm animals, including poultry [22], and the plant represents a valuable forage source for dairy farms, resulting in good milk quality and quantity [23]; whereas dry matter represents 19% of the whole quinoa, and this percentage (dry matter) has about 24% crude protein that enhances food quality [24].
In 2014, Russian scientists conducted the first trials of quinoa growing in the Krasnodar Territory in southern Russia [25], and then quinoa was registered in the Russian State Register of Breeding Achievements in 2017. In 2019, according to Russian foreign trade statistics, about 1.13 thousand tons of quinoa grains were imported into the country, representing $2.85 million, from Peru (98%), Spain (0.9%), and Italy (0.2%). Screening crop genotypes by researchers before releasing them to farmers still represents an effective method for selecting the appropriate cultivars based on the observed variations [26].
The current scenario necessitates screening a wide range of genotypes in order to identify the suitable cultivars before popularisation. However, the introduction and possibility of growing this crop on the territory of Russia is a promising and sought-after direction. Thus, this investigation hypothesizes that quinoa would be an effective, sustainable multi-purpose crop for the Russian Federation. To evaluate this hypothesis, we studied the impact of quinoa cultivation, as a grain-producing and feeding crop, by assessing the characteristics of ten genotypes, including fresh weight, dry matter, grain quantity, and quality.

2. Materials and Methods

2.1. Experimental Site and Design

Ten quinoa cultivars with various ecological and geographic origins were grown on moraine loam in soddy, weakly podzolic medium-loamy soil. The thickness of the arable horizon was 20–22 cm (humus 2.0–2.2%; P2O5 230–250 mg; K2O/kg 105–115 mg; pH −5.5). Groundwater was present at a depth of more than 3 m. Experimental data were obtained under the conditions of a small-plot field experiment. Quinoa seeds (45 × 10 cm) were sowed manually in mid-May at a depth of 1.3–1.5 cm. The experimental design consisted of a randomized complete block design (RCBD) with four replicates. Data were subjected to analyses of variance using a one-way ANOVA (p < 0.05), using MINITAB v. 19 [27]. The results are expressed as mean ± SD obtained for differences between genotypes.

2.2. Plant Materials and plot Preparation

Ten commercial quinoa accessions were studied: Titicaca (KY1) from Denmark; Regalo (KY2), a cultivar selected by the Baer Seed Research Center for southern Chile; Q1-Q5 from the United Arab Emirates; and Brightest Brilliant, Red Faro, and Cherry Vanilla from the US (USA 1–3). The cultivation of several genotypes allowed for quantifying the intraspecific variability in temperature and photoperiodic responses and their interactions. The quinoa accessions were sown in mid-May 2019 and 2020. The average daily air temperatures during both growing seasons were similar (Figure 1). The sowing density was a 45 × 10 cm scheme (~222,000 plant/hectare). Fertilizers and pesticides were not applied in the experimental field.

2.3. Growth and Productivity Characteristics

For a clear understanding and comparison, the biological and proteinogenic characteristics of the quinoa plant biomass and dry matter, including panicle weight (g), leaf weight (g), and stem weight (g), were determined at the beginning of the flowering stage. Dry matter content was determined by drying the samples at 60 °C until a constant sample weight was obtained. The panicle size, number of grains per inflorescence, grain weight per panicle (g), and average seed weight (1000 seeds) in each replicate were determined [28,29], and the quinoa crop per hectare (t ha−1) rate was determined. For all quinoa genotypes, different grain yield parameters were recorded on ten randomly selected plants and plots, depending on the traits measured. Seeds were obtained from each of the ten tagged plants and dried to around 8.0% moisture content; they were then weighed and counted with a seed counter (Wintersteiger SEED COUNTER S 25+). Their weight was then measured. The germination percentage (capacity) and germination energy were calculated in a separate laboratory experiment that follows.
Germination percentage was calculated [30] as follows:
( GP ) = Germinated   seeds total   seeds × 100
Germination energy (GE) was calculated for the first five days [31,32] as follows:
GE = Germinated   seeds Total   seeds   × 100

2.4. Determination of Amino Acids and Protein Contents in Quinoa Grains

To measure the amino acids (AAs) in the quinoa grains, 0.1 N HCl was added to a 1 g fresh sample, which was then homogenized and incubated at 4 °C for 12 h. After that, samples were centrifuged at 1200 rpm for 50 min, and supernatants were filtered through 0.22 μm. The supernatants were then transferred to vials for amino acid analysis in HPLC [33,34,35]. Briefly, Zorbax Eclipse-AAA 4.6 × 150 mm and 3.5 μm columns (Agilent 1200 HPLC) were used; the reading was obtained at 254 nm, and the AAs were determined by comparison with the standards O-phthaldialdehyde (OPA), fluorenylmethyl-chloroformate (FMOC), and 0.4 N Borate. The following were used as the mobile phase chromatography system: mobile phase A, 40 mM NaH2PO4 (pH-7.8); and mobile phase B, Acetonitrile/Methanol/Water (45/45/10, v/v/v) solutions. The flow rate of the mobile phase moved through the system at 2 mL min−1, and the column temperature was 40 °C [31]. Valine, methionine, phenylalanine, isoleucine and leucine, lysine, and threonine were determined as g/100 g protein.

3. Results

Quinoa Growth Characteristics

The cultivated plants were divided into three parts (upper, medium, and lower) to understand the differences of formation biomass and dry matter among quinoa genotypes. The data (Table 1) show significant differences among quinoa genotypes. The data illustrate the accumulation of quinoa upper parts (panicle, leaves, stem, and total).
The highest panicle fresh weight (FW) was accumulated in Q3 with more than 1.422 g of biomass and 0.234 g of dry weight (DW). The Q3 cultivar recorded the heaviest biomass stem weight, while Q5 recorded the highest DW. Generally, the maximum result of the total FW (9.017 g) and DM (1.497 g) was obtained from Q3 and Q5, respectively, while the minimum results (FW-3.712 g and DW-0.644 g) were observed in USA1 and USA2, respectively. The percentage of dry matter of the upper parts (compared to the total) of quinoa genotypes varied from 13.4 in USA2 to 20.7% in Q5. Table 2 shows the fresh weight and dry matter of quinoa plants’ middle parts; the highest volumes of DM from leaves (14.1 and 14.8%) were obtained from Q3 and Q4, respectively. The minor FW of leaves (4.58 g) was observed from USA2, and the DM represented 12.2%. In contrast, the lowest DM percentage (7.0%) was registered in Q2. The data from stems of quinoa genotypes indicate that the DM percentages ranged from 8.0% in USA1 to 12.0% in Q4.
The maximum FW (9.79 g) and DM (1.12 g) amounts in the middle stems were observed in the Q3 genotypes. In total, the Q4 genotypes gave the highest weights of FW (17.08 g) and DM (2.32 g), representing 13.6% as dry matter. The lowest fresh weight (7.83 g) and dry matter (0.86 g) amounts of the total middle parts of the studied genotypes were obtained from USA2. The data presented in Table 3 illustrate the fresh weight and dry matter of the lower parts of the quinoa plants; the highest DM percentages of leaves (19%) were attained from KY2, despite these genotypes giving the lowest fresh weights of leaves in the lower parts of the quinoa genotypes. The maximum FW of leaves (3.62 g) was observed in Q3, and the DM represents 13.4%. At the same time, USA1 had the lowest DM percentage (8.2%).
Data from quinoa genotype stems indicated that the DM percentages ranged from 11.1 to 17.1%.The maximum FW (9.900 g) and DM (1.690 g) in the middle stems were observed in the Q3 genotypes. Overall, Q3 genotypes had the highest weights of FW (13.461 g) and DM (2.173 g), with 16% as dry matter. The lowest fresh weight (6.747 g) and dry matter (0.758 g) amounts of the total middle parts of the studied quinoa genotypes were obtained from USA3 and USA1, respectively. Generally, in each tier of plant biomass, the shares of panicles, leaves, and stems in the weight equivalents were separately estimated. Leaves occupied 25% of the lower parts; branches occupied the rest. Leaves formed about 50–60% of the middle layer, and stems formed 40–50%. In the upper layer, the stems accounted for 15% of the total mass. The mass of panicles as a percentage varied greatly by cultivar. The Q3 and Q4 cultivars produced the maximum fresh weight (38.7 g and 35.4 g) and dry matter (5.6 g and 5.3 g), respectively, compared to other genotypes (Figure 2A), while the lowest weights (FW-20 g and DM-2.5 g) were obtained from USA2. Figure 2B shows the ratio between the dry matter and the fresh weight of the aerial parts of the studied quinoa genotypes. The highest ratio (0.16) was obtained from the Q4 and Q5 genotypes, while the KY1 and USA3 genotypes registered the minimum ratio (0.12), compared to the other genotypes.
By harvesting time, most plants had reached full maturity and acquired the characteristic colour of each cultivar (Figure 3). The panicle length in the experiment varied from 20 to 94 cm (Table 4). According to the averaged indicators, cultivars Q2, Q3, and Q4 had the longest panicles (56–62 cm). The cultivars Brightest Brilliant (USA1) and Red Faro (USA2), under the experimental conditions, formed an inflorescence 31–33 cm long; the most petite average panicle length (29 cm) was recorded in Regalo (KY2).
The highest number of grains per panicle was observed in the Cherry Vanilla (USA3), Titicaca (KY1), and Q5 cultivars. The most telling element of yield structure is the grain weight per quinoa panicle. The lowest values (from 9 to 13 g) were noted in cultivar Q4 (6.68 g and 7.44 g). High productivity in the accumulation of grain mass from one panicle (17 to 20 g) was noted in the cultivars Cherry Vanilla (USA3), Titicaca (KY1), and Q5.
The 1000 grain weight measure ranged from 1.6 g in Q4 to 3 g in Q3, Cherry Vanilla (USA3), Q1, Q2, and Q5. One of the most important indicators for evaluating the effectiveness of crop cultivation in certain agroecological conditions is its yield (t/ha). A yield (Table 4) of less than 2 t/ha was observed in the US and Q4 cultivars. The cultivars demonstrating the highest yields (more than 3 t/ha) were USA3 (for both variants), cultivars Q2 and Q3, KY1 4.08 t/ha, and Q5 4.23 t/ha. Based on the results (Figure 4), it is clear that cultivar USA1 has the highest germination energy (90%). Low germination energy was observed in cultivar KY1 (71.5%); the lowest value was recorded in cultivar USA2 (68.8%). High laboratory seed germination was registered in cultivars USA1 (92.8%) and Q3 (93.8%), and the highest value was identified in cultivar Q4 (95.3%). The lowest laboratory germination was observed in cultivar KY1 (72.3%). Cultivar USA2 also had low values for this indicator (73.5% and 73.0%). Germination vigour and the seed germination of the quinoa seeds are presented in Figure 2. Protein content in the quinoa grains of the studied genotypes was relatively high, 13.5% (USA3) and 14.0% (USA2), and these are close to FAO/WHO protein values. The protein contents of quinoa grains ranged from 12.5–14%, and the highest result was from cultivar USA2 (Figure 5).
The Q1 and USA1 cultivars had the highest amounts of lysine (5.64 g/100 g protein), while Q4 had the lowest percentage (4.4 g/100 g protein). The contents of valine and threonine were almost similar, and they ranked between 3.5–4.5 g/100 g protein, except for KY2, which registered minor amounts (3.2 g/100 g protein) of valine compared to other genotypes, whereas the same cultivar (KY2) had the highest contents of phenylalanine (3.84 g/100 g protein) compared to the other studied genotypes. Methionine content in quinoa grains is expressed as the minimum amino acid. Its results ranged from 0.85 in Q3 to 1.3 g/100 g protein in USA1. Leucine and isoleucine are the most abundant amino acids in quinoa grains, compared to other AAs. Their results varied between 6.7 and 9.2 g/100 g protein (Figure 5).

4. Discussion

The food crisis is mainly triggered by climate change and trade restrictions [32]. In addition to traditional crops, new alternative crops or species must be identified and used for future food security [33]. The marginal crops can be used as high-quality food sources, especially those cultivated for their parts (grains, leaves, and straw). A better understanding of crops such as quinoa, with its high resilience to extreme environmental conditions and its qualities as a functional food source [34,35], will help ensure food security and sovereignty [36]. In addition, quinoa genotypes could represent a breeding tool for crop diversification [15].
Quinoa is an annual, dioecious plant with an erect stem and alternating leaves of various colours due to the presence of betacyanins, and the plants show promising growth. Many cultivars reach 1.5 m in height and form many branches and large leaves. The plants have a taproot with a well-developed, highly branched root system, which penetrates to a depth of 1.5 m below the surface, protecting against drought. The leaves show polymorphism; the upper leaves are lanceolate, while the lower leaves are diamond-shaped [37,38]. Quinoa is a herbaceous plant in the same botanical family as sugar beet, table beet, and spinach. The plant is similar to buckwheat and amaranth, and amaranth is in the same family. The disc-shaped seeds are black, brown, yellow, and white. This resemblance can be explained by the plant’s leaves and panicles of similar shapes and colours. It has the particularity of adapting to unfavourable conditions, which allows it to resist frost, drought, wind, salinity, and poor soils [39]. According to [40], quinoa can grow in various climatic conditions. However, the soils on which the experiments were carried out were relatively rich in organic matter, with pH −5.5, and the sum of the temperatures was ≥10 °C; the total rainfall during the growing season was 216 mm in 2019 and 526 mm in 2020. Thus, several studies indicate that quinoa can be grown in different growing environments with a humidity range of 40–90%, at altitudes varying from sea level to 4500 m, and quinoa can tolerate temperature variations from −8 °C to 38 °C [41].
The life cycles of the quinoa genotypes ranged from 135 to 140 days. These are similar to the results for Europe (109–182 days) [42], South America (110–190 days) [43], Brazil (80–126 days) [44], Turkey (119–141 days) [45], Bhutan (92–197 days) [41], and Oman (84–149 days) [46]. The quinoa cultivation cycle therefore varies according to regions, climatic conditions, and genotypes. An ideal quinoa cultivar should have a uniform and early maturity with a growing period of fewer than 150 days under northern European conditions [40].
Quinoa has a high residue content, making it ideal for feeding farm animals. Because of its protein content and digestibility, its biomass can be utilised as fodder. [47]. In this study, the leaf mass occupied 25% of the lower parts of the plant, and the mass of the stem occupied about 75%. In the middle parts, about 50–60% of the mass falls on the leaves and 40–50% on the stems. In the upper parts of the plant, the stems made up about 15% of the mass. Studies have demonstrated that for feeding non-ruminating animals, quinoa must be less than 30% of the diet [47]. The dry matter contents factor is the principal selection criterion to enhance forage nutritional value of quinoa as animal fodder [48]. In our experiment, considerable variation in parameters related to FW and DM among the cultivated genotypes was identified. Improvements in dry matter may also be enhanced by choosing the optimal cultivation management approach [49].
The cultivar of Regalo (KY2) had a panicle weighing 15.29 g and a grain weight per panicle of 13 g. These results are similar to those of Manjarres-Hernández et al. [50], in which the Blanca de Jericó Tuta 2 accession showed the most extended panicle length of 72.4 cm and had a below-average yield (18.17 g/panicle). Quinoa Peruana had the shortest panicle length of 39.0 cm and had an above-average yield (62.02 g/panicle). Moreover, Q14, Q15, and Q4 were the tiniest productive lines and recorded low values for most traits. The highest lines were very poor or non-productive; they extended their vegetative period, showed irregular flowering, and, in most cases, they did not reach full anthesis and maturity [14]. The average number of grains per panicle was highest in Cherry Vanilla (USA3), Titicaca (KY1), and Q5 despite their not being among the cultivars with the longest panicles. Simultaneous studies on the effects of the sowing date (May, June, and July) and planting density (15, 30, 45, and 60 plants per m2) were studied on the vegetative and reproductive growth of the quinoa cultivar Titicaca (KY1), and the results showed that the highest and lowest grain yields were obtained from the May (380 kg ha−1) and July (25 kg ha−1) planting dates. The main reason for the reduced grain yields from the June and July sowing dates was the occurrence of high temperatures during the pollination period of the plant [51]. The seed weight is a critical characteristic of the life cycle of higher plants [52,53], and its role in plant fitness is widely discussed [54]. Seed weight is also strongly impacted by the surrounding agroecological conditions where plants grow [55]. These environmental factors may regulate the plant’s ability to develop embryos, causing variation in seed weight [56].
Quinoa’s importance as a food relates to its high nutritional value, as it is the primary protein source for some rural populations, substituting for the lack of animal protein [57]. Moreover, because of its high protein and amino acid content, quinoa may serve as an alternative to dairy products [58]. Seed yield therefore represents a crucial issue for the seed industry [59]. Generally, the grain yields of the cultivars obtained in Russia are encouraging compared to the yields achieved in other regions despite using fertilizers. For example, the average yield of quinoa is in Yemen (0.24–1.9 t/ha), Iran (0.16–1.56 t/ha), Mauritania (0.03–0.23 t/ha), Iraq (0.11–0.96 t/ha), Lebanon (1.50–7.50 t/ha), Egypt (0.41–3.87 t/ha) [12], Morocco (0.84 t/ha) [13], Italy (0.11 t/ha −1 to 3.05 t/ha) [14], and Bhutan (0.61 to 2.68 t/ha) [41]. In Europe, the yields ranged between 1 and 3 t/ha [15] and between 1.7 and 2.4 t/ha [60]. The increase in grain yield per area can be mainly attributed to different plant densities; therefore, a higher proportion of grain yield was produced from the main panicle [61,62].
Germination is an important stage in the life cycle of a plant, and it is the first step toward successful plant establishment, especially in adverse environments [63]. Therefore, special attention should be paid to high-quality seeds in the complex agro-technical measures implemented to achieve high and stable yields. In this study, a meagre germination rate and germination energy were noted in KY1 and USA2, unlike those in Brightest USA1, Q1, Q3, and Q4. These results are similar to those of Bazile et al. [11] when evaluating the adaptability of selected quinoa genotypes in different environments outside the Andean region (Kyrgyzstan, Tajikistan, Algeria, Egypt, Iraq, Iran, Lebanon, Mauritania, and Yemen). This could be due to storage conditions where high humidity reduces the quality of seeds between seasons. Germination considers the initial and essential determinant of plant success which can be used as a fundamental tool for yield improvement [64]. The number of germinated seeds dropped as the storage period increased, meaning that more extended storage periods of quinoa grains under ambient conditions resulted in more significant deterioration [65].
Quinoa seeds look like small flattened discs about 2 mm in diameter. Pleasant in flavour and lightly fragrant, quinoa is also nutritious. Thus, the protein content of quinoa grains of the studied cultivars grown without nitrogen fertilizers was relatively high: 13.5% (Cherry Vanilla cultivar) and 14.0% (Red Faro cultivar). Several researchers reported that quinoa protein contents range from 7 to 24% [66]. Quinoa protein and amino acid levels can vary dramatically depending on the cultivar and the external factors. [67]. The balance of AAs in quinoa proteins is excellent [68] and is explained by the nature of these storage proteins, albumins, and globulins, whose amino acid composition differs significantly from that of common cereal prolamins. For some world populations, incorporating high-quality protein into the diet is a concern, especially for people who rarely eat animal protein and need to find it in other foods, such as cereals and legumes [69,70]. Indeed, even when the energy intake of these foods is adequate, insufficient levels of essential amino acids can increase the prevalence of malnutrition, and it seems to meet these expectations [71,72]. Quinoa, as a multi-purpose crop, may enhance environmental sustainability and reduce the impact of the agricultural sector on climate change [73].

5. Conclusions

This study assesses the genetic biodiversity of ten quinoa genotypes. The results indicate that growing quinoa in warm and humid conditions allows for obtaining high results without fertilizer application. Despite the absence of fertilizers and pesticides, the attained vegetative and seed yields were higher than those in other studies. The experiment, therefore, opens “promising” prospects for the extension of quinoa cultivation and its generalization in the region. The agricultural services in Russia are working on this by planning campaigns to raise awareness among farmers on the interest of this type of culture, as it is “inexpensive” and has a “relatively short” growth cycle, to supply both the domestic market of the country and the export of products. Additional studies are warranted to further investigate quinoa cultivation, assess a wide range of cultivars, and determine the most appropriate cultivation density in different regions.

Author Contributions

S.V.: Conceptualization, Methodology, data analysis, validation & investigation, Formal analysis, Writing—original draft, Writing—review & editing, project administration; Y.P.: Conceptualization, Project administration, Resources, Software, Writing—review & editing; A.S.: Conceptualization, Writing—original draft, Supervision; Conceptualization, Supervision, Validation, Writing—review & editing; M.Z.: Conceptualization, Supervision, Validation, Writing—review & editing, data analysis, validation & investigation, writing original draft preparation; M.A.: Conceptualization, Supervision, data analysis, Validation, Writing—review & editing, project administration. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the RUDN University Strategic Academic Leadership Program. Mostafa Abdelkader is funded by a full scholarship [2958AC] from the Ministry of Higher Education, Egypt.

Data Availability Statement

The data presented in this study are available in the article.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Risi, J.C. The Chenopodium grains of the Andes: Inca crops for modern agriculture. Adv. Appl. Biol. 1984, 10, 145–216. [Google Scholar]
  2. Bhargava, A.; Shukla, S.; Srivastava, J.; Singh, N.; Ohri, D. Genetic diversity for mineral accumulation in the foliage of Chenopodium spp. Sci. Hortic. 2008, 118, 338–346. [Google Scholar] [CrossRef]
  3. Pereira, E.; Encina-Zelada, C.; Barros, L.; Gonzales-Barron, U.; Cadavez, V.; Ferreira, I.C. Chemical and nutritional characterization of Chenopodium quinoa Willd (quinoa) grains: A good alternative to nutritious food. Food Chem. 2019, 280, 110–114. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. De Ron, A.M.; Sparvoli, F.; Pueyo, J.J.; Bazile, D. The Challenge of Protein Crops as a Sustainable Source of Food and Feed for the Future; Frontiers Media SA: Lausanne, Switzerland, 2017. [Google Scholar]
  5. Hlásná Čepková, P.; Dostalíková, L.; Viehmannová, I.; Jágr, M.; Janovská, D. Diversity of quinoa genetic resources for sustainable production: A survey on nutritive characteristics as influenced by environmental conditions. Front. Sustain. Food Syst. 2022, 501. [Google Scholar] [CrossRef]
  6. Cancino-Espinoza, E.; Vázquez-Rowe, I.; Quispe, I. Organic quinoa (Chenopodium quinoa L.) production in Peru: Environmental hotspots and food security considerations using Life Cycle Assessment. Sci. Total Environ. 2018, 637, 221–232. [Google Scholar] [CrossRef] [PubMed]
  7. Hinojosa, L.; González, J.; Barrios-Masias, F.; Fuentes, F.; Murphy, K. Quinoa abiotic stress responses: A review. Plants 2018, 7, 106. [Google Scholar] [CrossRef] [Green Version]
  8. Adolf, V.I.; Jacobsen, S.-E.; Shabala, S. Salt tolerance mechanisms in quinoa (Chenopodium quinoa Willd.). Environ. Exp. Bot. 2013, 92, 43–54. [Google Scholar] [CrossRef]
  9. Aloisi, I.; Parrotta, L.; Ruiz, K.B.; Landi, C.; Bini, L.; Cai, G.; Biondi, S.; Del Duca, S. 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. 2016, 7, 656. [Google Scholar] [CrossRef] [Green Version]
  10. Noulas, C.; Tziouvalekas, M.; Vlachostergios, D.; Baxevanos, D.; Karyotis, T.; Iliadis, C. Adaptation, agronomic potential, and current perspectives of quinoa under mediterranean conditions: Case studies from the lowlands of central Greece. Commun. Soil Sci. Plant Anal. 2017, 48, 2612–2629. [Google Scholar]
  11. Bazile, D.; Jacobsen, S.-E.; Verniau, A. The global expansion of quinoa: Trends and limits. Front. Plant Sci. 2016, 7, 622. [Google Scholar] [CrossRef] [Green Version]
  12. Dost, M. Field evaluation results across locations and identification of suitable QUINOA varieties. In Wrap up Workshop of Regional Quinoa Project (TCP/RAB/3403–FAO); Food and Agriculture Organization of the United Nations: Rome, Italy, 2015. [Google Scholar]
  13. Taaime, N.; El Mejahed, K.; Moussafir, M.; Bouabid, R.; Oukarroum, A.; Choukr-Allah, R.; El Gharous, M. Early Sowing of Quinoa Cultivars, Benefits from Rainy Season and Enhances Quinoa Development, Growth, and Yield under Arid Condition in Morocco. Sustainability 2022, 14, 4010. [Google Scholar] [CrossRef]
  14. De Santis, G.; D’Ambrosio, T.; Rinaldi, M.; Rascio, A. Heritabilities of morphological and quality traits and interrelationships with yield in quinoa (Chenopodium quinoa Willd.) genotypes in the Mediterranean environment. J. Cereal Sci. 2016, 70, 177–185. [Google Scholar] [CrossRef]
  15. Jacobsen, S.-E. The scope for adaptation of quinoa in Northern Latitudes of Europe. J. Agron. Crop Sci. 2017, 203, 603–613. [Google Scholar] [CrossRef]
  16. Lim, J.G.; Park, H.-M.; Yoon, K.S. Analysis of saponin composition and comparison of the antioxidant activity of various parts of the quinoa plant (Chenopodium quinoa Willd.). Food Sci. Nutr. 2020, 8, 694–702. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  17. Ebrahimikia, M.; Jami Moeini, M.; Marvi, H.; Hasheminejhad, Y.; Ghasemzadeh Ganjehie, M. Agro-physiological response of quinoa (Chenopodium quinoa Willd.) to the nitrogen application rate and split application method. J. Soil Sci. Plant Nutr. 2021, 21, 3437–3450. [Google Scholar] [CrossRef]
  18. Goldberger, J.R.; Detjens, A.C. Organic farmers’ interest in quinoa production in the western United States. Food Stud. Interdiscip. J. 2019, 9, 17–35. [Google Scholar] [CrossRef]
  19. Kaur, R.; Ahluwalia, P.; Sachdev, P.A.; Kaur, A. Development of gluten-free cereal bar for gluten intolerant population by using quinoa as major ingredient. J. Food Sci. Technol. 2018, 55, 3584–3591. [Google Scholar] [CrossRef] [PubMed]
  20. Asher, A.; Galili, S.; Whitney, T.; Rubinovich, L. The potential of quinoa (Chenopodium quinoa) cultivation in Israel as a dual-purpose crop for grain production and livestock feed. Sci. Hortic. 2020, 272, 109534. [Google Scholar] [CrossRef]
  21. Peiretti, P.G.; Gai, F.; Tassone, S. Fatty acid profile and nutritive value of quinoa (Chenopodium quinoa Willd.) seeds and plants at different growth stages. Anim. Feed Sci. Technol. 2013, 183, 56–61. [Google Scholar] [CrossRef] [Green Version]
  22. Dwivedi, S.; Sahrawat, K.; Upadhyaya, H.; Ortiz, R. Food, nutrition and agrobiodiversity under global climate change. Adv. Agron. 2013, 120, 1–128. [Google Scholar]
  23. Darwinkel, A.; Stølen, O. Understanding the Quinoa Crop: Guidelines for Growing in Temperate Regions of NW Europe; EC: 1997. Available online: https://books.google.co.jp/books/about/Understanding_the_Quinoa_Crop.html?id=jpA7HAAACAAJ&redir_esc=y (accessed on 27 November 2022).
  24. Ramos, N.; Cruz, A.M. Evaluation of seven seasonal crops for forage production during the dry season in Cuba. Cuban J. Agric. Sci. 2002, 36, 271–276. [Google Scholar]
  25. Schekoldina, T.V.; Rodionova, L.Y.; Chernikhovets, E.A. Innovative culture of quinoa (Chenopodium quinoa)-prospects for growing in the Krasnodar Territory to create food of high nutritional value. Sci. J. KubGAU 2016, 121, 1–15. [Google Scholar]
  26. Abdelkader, M.M.; Elsayed, H.M.A. Biodiversity of Photosynthetic Pigments, Macronutrients Uptake and Fruit Quality of Tomato Genotypes. Russ. J. Plant Physiol. 2022, 69, 1–13. [Google Scholar] [CrossRef]
  27. Abdelkader, M.; Geioushy, R.A.; Fouad, O.A.; Khaled, A.G.A.; Liudmila, P.V. Investigation the activities of photosynthetic pigments, antioxidant enzymes and inducing genotoxicity of cucumber seedling exposed to copper oxides nanoparticles stress. Sci. Hortic. 2022, 305, 111364. [Google Scholar] [CrossRef]
  28. ISTA International Rules for Seed Testing. Edition 2006; International Seed Testing Association Bassersdorf: Wallisellen, Switzerland, 2006.
  29. Hernández-Herrera, R.M.; Santacruz-Ruvalcaba, F.; Ruiz-López, M.A.; Norrie, J.; Hernández-Carmona, G. Effect of liquid seaweed extracts on growth of tomato seedlings (Solanum lycopersicum L.). J. Appl. Phycol. 2014, 26, 619–628. [Google Scholar] [CrossRef]
  30. Kader, M.A. A comparison of seed germination calculation formulae and the associated interpretation of resulting data. J. Proceeding R. Soc. New South Wales 2005, 138, 65–75. [Google Scholar]
  31. Tangolar, S.; Turan, M.; Tangolar, S.; Ateş, F. Evaluation of amino acid contents and enzyme activities of seeds from Semillon and Carignane wine grape cultivars grown under different irrigation conditions. Sci. Hortic. 2019, 251, 181–188. [Google Scholar] [CrossRef]
  32. Aryal, J.P.; Manchanda, N.; Sonobe, T. Expectations for household food security in the coming decades: A global scenario. In Future Foods; Elsevier: Amsterdam, The Netherlands, 2022; pp. 107–131. [Google Scholar]
  33. Choukr-Allah, R.; Rao, N.K.; Hirich, A.; Shahid, M.; Alshankiti, A.; Toderich, K.; Gill, S.; Butt, K.U.R. Quinoa for Marginal Environments: Toward Future Food and Nutritional Security in MENA and Central Asia Regions. Front. Plant Sci. 2016, 7, 346. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Bvenura, C.; Kambizi, L. Future grain crops. In Future Foods; Elsevier: Amsterdam, The Netherlands, 2022; pp. 81–105. [Google Scholar]
  35. Singh, M.P.; Soni, K.; Bhamra, R.; Mittal, R.K. Superfood: Value and Need. Curr. Nutr. Food Sci. 2022, 18, 65–68. [Google Scholar] [CrossRef]
  36. Rojas, W.; Pinto, M.; Alanoca, C.; Gomez Pando, L.; Leon-Lobos, P.; Alercia, A.; Diulgheroff, S.; Padulosi, S.; Bazile, D. Quinoa genetic resources and ex situ conservation. In State of the Art Report on Quinoa around the World in 2013; FAO: Rome, Italy, 2015. [Google Scholar]
  37. Council, N.R. Lost Crops of the Incas: Little-Known Plants of the Andes with Promise for Worldwide Cultivation; National Academies Press: Washington, DC, USA, 1989. [Google Scholar]
  38. Christensen, S.A.; Pratt, D.B.; Pratt, C.; Nelson, P.T.; Stevens, M.R.; Jellen, E.N.; Coleman, C.E.; Fairbanks, D.J.; Bonifacio, A.; Maughan, P.J. Assessment of genetic diversity in the USDA and CIP-FAO international nursery collections of quinoa (Chenopodium quinoa Willd.) using microsatellite markers. Plant Genet. Resour. 2007, 5, 82–95. [Google Scholar] [CrossRef] [Green Version]
  39. Hussain, M.I.; Farooq, M.; Syed, Q.A.; Ishaq, A.; Al-Ghamdi, A.A.; Hatamleh, A.A. Botany, nutritional value, phytochemical composition and biological activities of quinoa. Plants 2021, 10, 2258. [Google Scholar] [CrossRef] [PubMed]
  40. Jacobsen, S.-E. The worldwide potential for quinoa (Chenopodium quinoa Willd.). Food Rev. Int. 2003, 19, 167–177. [Google Scholar] [CrossRef]
  41. Katwal, T.B.; Bazile, D. First adaptation of quinoa in the Bhutanese mountain agriculture systems. PloS ONE 2020, 15, e0219804. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Jacobsen, S.-E. Adaptation of quinoa (Chenopodium quinoa) to Northern European agriculture: Studies on developmental pattern. Euphytica 1997, 96, 41–48. [Google Scholar] [CrossRef]
  43. Jacobsen, S.-E.; Stølen, O. Quinoa-morphology, phenology and prospects for its production as a new crop in Europe. Eur. J. Agron. 1993, 2, 19–29. [Google Scholar] [CrossRef]
  44. Spehar, C.R.; Santos, R.L. de B. Agronomic performance of quinoa selected in the Brazilian Savannah. Pesqui. Agropecuária Bras. 2005, 40, 609–612. [Google Scholar] [CrossRef]
  45. Mustafa, T.A.N.; Temel, S. Performance of some quinoa (Chenopodium quinoa Willd.) genotypes grown in different climate conditions. Turk. J. Field Crops 2018, 23, 180–186. [Google Scholar]
  46. AlKhamisi, S.A.; Nadaf, S.K.; Al-Jabri, N.M.; Al-Hashmi, K.S.; Al-Shirawi, A.I.; Khan, R.R.; Al-Sulaimi, H.A.; Al-Azri, M.S. Productivity of Quinoa (Chenopodium quinoa L.) Genotypes Across Different Agro-Ecological Regions of Oman. Open Agric. J. 2021, 15, 98–109. [Google Scholar] [CrossRef]
  47. Bazile, D.; Bertero, H.D.; Nieto, C. State of the Art Report on Quinoa around the World in 2013; FAO & CIRAD: Rome, Italy, 2015. [Google Scholar]
  48. Casler, M.D. Breeding forage crops for increased nutritional value. In Advances in Agronomy; Elsevier: Amsterdam, The Netherlands, 2001. [Google Scholar]
  49. Singh, B.R.; Singh, D.P. Agronomic and physiological responses of sorghum, maize and pearl millet to irrigation. Field Crops Res. 1995, 42, 57–67. [Google Scholar] [CrossRef]
  50. Manjarres-Hernández, E.H.; Arias-Moreno, D.M.; Morillo-Coronado, A.C.; Ojeda-Pérez, Z.Z.; Cárdenas-Chaparro, A. Phenotypic characterization of quinoa (Chenopodium quinoa Willd.) for the selection of promising materials for breeding programs. Plants 2021, 10, 1339. [Google Scholar] [CrossRef] [PubMed]
  51. Samadzadeh, A.; Zamani, G.; Fallahi, H.-R. Possibility of quinoa production under South-Khorasan climatic condition as affected by planting densities and sowing dates. Appl. Field Crops Res. 2020, 33, 82–104. [Google Scholar]
  52. Harper, J.L. Population Biology of Plants; Academic Press: London, UK, 1990. [Google Scholar]
  53. Ellison, A.M. Interspecific and intraspecific variation in seed size and germination requirements of Sarracenia (Sarraceniaceae). Am. J. Bot. 2001, 88, 429–437. [Google Scholar] [CrossRef] [Green Version]
  54. Baskin, C.C.; Baskin, J.M. Seeds: Ecology, Biogeography, and, Evolution of Dormancy and Germination; Elsevier: Amsterdam, The Netherlands, 1998. [Google Scholar]
  55. Leubner-Metzger, G.; Knight, C.; Linkies, A.; Graeber, K.; Knight, C. The evolution of seeds. New Phytol. 2010, 186, 817–831. [Google Scholar]
  56. Tremayne, M.A.; Richards, A.J. Seed weight and seed number affect subsequent fitness in outcrossing and selfing Primula species. New Phytol. 2000, 148, 127–142. [Google Scholar] [CrossRef]
  57. Repo-Carrasco, R.; Espinoza, C.; Jacobsen, S.-E. Nutritional value and use of the Andean crops quinoa (Chenopodium quinoa) and kañiwa (Chenopodium pallidicaule). Food Rev. Int. 2003, 19, 179–189. [Google Scholar] [CrossRef]
  58. Bhargava, A.; Shukla, S.; Ohri, D. Chenopodium quinoa—An Indian perspective. Ind. Crops Prod. 2006, 23, 73–87. [Google Scholar] [CrossRef]
  59. Sánchez, J.; Albornoz, F.; Contreras, S. High Nitrogen Fertilization Decreases Seed Weight but Increases Longevity in Tomato Seeds. Horticulturae 2022, 8, 942. [Google Scholar] [CrossRef]
  60. Präger, A.; Munz, S.; Nkebiwe, P.; Mast, B.; Graeff-Hönninger, S. Yield and Quality Characteristics of Different Quinoa (Chenopodium quinoa Willd.) Cultivars Grown under Field Conditions in Southwestern Germany. Agronomy 2018, 8, 197. [Google Scholar] [CrossRef] [Green Version]
  61. Wali, A.M.; Kenawey, M.K.; Ibrahim, O.M.; El Lateef, E.M.A. Productivity of Quinoa (Chenopodium quinoa L.) under new reclaimed soil conditions at north-western coast of Egypt. Bull. Natl. Res. Cent. 2022, 46, 38. [Google Scholar] [CrossRef]
  62. Eisa, S.S.; Abd El Samad, E.H.; Hussin, S.A.; Ali, E.A.; Ebrahim, M.; González, J.A.; Ordano, M.A.; Erazzú, L.E.; El Bordeny, N.E.; Abdel-Ati, A.A. Quinoa in Egypt-plant density effects on seed yield and nutritional quality in marginal regions. Middle East J. Appl. Sci. 2018, 8, 515–522. [Google Scholar]
  63. Abdelkader, M.; Voronina, L.; Puchkov, M.; Shcherbakova, N.; Pakina, E.; Zargar, M.; Lyashko, M. Seed Priming with Exogenous Amino Acids Improves Germination Rates and Enhances Photosynthetic Pigments of Onion Seedlings (Allium cepa L.). Horticulturae 2023, 9, 80. [Google Scholar] [CrossRef]
  64. Demir, I.; Ozden, E.; Yıldırım, K.C.; Sahin, O.; Van Staden, J. Priming with smoke-derived karrikinolide enhances germination and transplant quality of immature and mature pepper seed lots. S. Afr. J. Bot. 2018, 115, 264–268. [Google Scholar] [CrossRef]
  65. Strenske, A.; de Vasconcelos, E.S.; Egewarth, V.A.; Herzog, N.F.M.; Malavasi, M. de M. Responses of quinoa (Chenopodium quinoa Willd.) seeds stored under different germination temperatures. Acta Sci. Agron. 2017, 39, 83–88. [Google Scholar] [CrossRef] [Green Version]
  66. Wang, N.; Wang, F.; Shock, C.C.; Meng, C.; Qiao, L. Effects of management practices on quinoa growth, seed yield, and quality. Agronomy 2020, 10, 445. [Google Scholar] [CrossRef] [Green Version]
  67. Vega-Gálvez, A.; Miranda, M.; Vergara, J.; Uribe, E.; Puente, L.; Martínez, E.A. Nutrition facts and functional potential of quinoa (Chenopodium quinoa willd.), an ancient Andean grain: A review. J. Sci. Food Agric. 2010, 90, 2541–2547. [Google Scholar] [CrossRef]
  68. Filho, A.M.M.; Pirozi, M.R.; Borges, J.T.D.S.; Pinheiro Sant’Ana, H.M.; Chaves, J.B.P.; Coimbra, J.S.D.R. Quinoa: Nutritional, functional, and antinutritional aspects. Crit. Rev. Food Sci. Nutr. 2017, 57, 1618–1630. [Google Scholar] [CrossRef]
  69. Mariotti, F.; Gardner, C.D. Dietary protein and amino acids in vegetarian diets—A review. Nutrients 2019, 11, 2661. [Google Scholar] [CrossRef] [Green Version]
  70. Craig, W.J.; Mangels, A.R. Position of the American Dietetic Association: Vegetarian diets. J. Am. Diet. Assoc. 2009, 109, 1266–1282. [Google Scholar]
  71. Angeli, V.; Miguel Silva, P.; Crispim Massuela, D.; Khan, M.W.; Hamar, A.; Khajehei, F.; Graeff-Hönninger, S.; Piatti, C. Quinoa (Chenopodium quinoa Willd.): An overview of the potentials of the “Golden Grain” and socio-economic and environmental aspects of its cultivation and marketization. Foods 2020, 9, 216. [Google Scholar] [CrossRef] [Green Version]
  72. Vidueiros, S.M.; Curti, R.N.; Dyner, L.M.; Binaghi, M.J.; Peterson, G.; Bertero, H.D.; Pallaro, A.N. Diversity and interrelationships in nutritional traits in cultivated quinoa (Chenopodium quinoa Willd.) from Northwest Argentina. J. Cereal Sci. 2015, 62, 87–93. [Google Scholar] [CrossRef]
  73. Abdelkader, M.; Zargar, M.; Murtazova, K.M.-S.; Nakhaev, M.R. Life Cycle Assessment of the Cultivation Processes for the Main Vegetable Crops in Southern Egypt. Agronomy 2022, 12, 1527. [Google Scholar] [CrossRef]
Figure 1. Meteorological conditions (temperature and rainfall) of the growing seasons (2019–2020) in the central region of the Russian Federation (Michelson Observatory, Moscow). (A) Average tem-perature; (B) average rainfall; (C) maximum and minimum temperature.
Figure 1. Meteorological conditions (temperature and rainfall) of the growing seasons (2019–2020) in the central region of the Russian Federation (Michelson Observatory, Moscow). (A) Average tem-perature; (B) average rainfall; (C) maximum and minimum temperature.
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Figure 2. (A): The fresh weight and dry matter of the above-ground parts of the quinoa genotypes; (B) DW/FW ratio of the whole aerial parts of the quinoa genotypes. The same letter(s) statistically not different (p < 0.05).
Figure 2. (A): The fresh weight and dry matter of the above-ground parts of the quinoa genotypes; (B) DW/FW ratio of the whole aerial parts of the quinoa genotypes. The same letter(s) statistically not different (p < 0.05).
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Figure 3. Inflorescences (panicles) of the studied quinoa genotypes during the grain ripening stage.
Figure 3. Inflorescences (panicles) of the studied quinoa genotypes during the grain ripening stage.
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Figure 4. Germination energy and laboratory germination of quinoa seeds genotypes. (A) Germination energy percentages; (B) laboratory germination percentages. The same letter(s) statistically not different (p < 0.05).
Figure 4. Germination energy and laboratory germination of quinoa seeds genotypes. (A) Germination energy percentages; (B) laboratory germination percentages. The same letter(s) statistically not different (p < 0.05).
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Figure 5. Protein percentages and amino acid contents (g/100 g protein) in quinoa grains. (A) Valine, lysine, and threonine contents; (B) methionine and phenylalanine contents; (C) leucine and isoleucine contents and protein percentages. The same letter(s) statistically not different (p < 0.05).
Figure 5. Protein percentages and amino acid contents (g/100 g protein) in quinoa grains. (A) Valine, lysine, and threonine contents; (B) methionine and phenylalanine contents; (C) leucine and isoleucine contents and protein percentages. The same letter(s) statistically not different (p < 0.05).
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Table 1. Fresh weight (FW, g) and dry matter (DM, g) of the upper aerial parts of cultivated quinoa genotypes.
Table 1. Fresh weight (FW, g) and dry matter (DM, g) of the upper aerial parts of cultivated quinoa genotypes.
GenotypePanicle, gLeaves, gStem, gTotal, g
FWDMFWDMFWDMFWDM
KY10.892 bc ± 0.0780.118 b ± 0.0106.109 ab ± 0.5360.843 b ± 0.0731.364 b ± 0.1240.328 b ± 0.0308.371 b ± 0.6011.289 ab ± 0.095
KY20.683 c ± 0.0580.086 bc ± 0.0075.269 bc ± 0.3310.713 c ± 0.0450.954 bc ± 0.0240.334 b ± 0.0086.908 c ± 0.3631.133 b ± 0.051
Q11.024 b ± 0.1000.153 b ± 0.0154.728 c ± 0.3830.718 c ± 0.0580.973 b ± 0.0900.118 d ± 0.0116.719 c ± 0.3390.989 bc ± 0.052
Q20.809 bc ± 0.050.115 b ± 0.0065.928 b ± 0.5130.866 b ± 0.0751.193 b ± 0.1020.153 d ± 0.0187.966 b ± 0.5921.134 b ± 0.085
Q31.422 a ± 0.1240.234 a ± 0.0205.820 b ± 0.4760.931 b ± 0.0761.835 a ± 0.1320.236 c ± 0.0179.017 a ± 0.3921.401 a ± 0.058
Q40.111 e ± 0.0090.017 d ± 0.0026.899 a ± 0.6581.127 a ± 0.1071.243 b ± 0.0720.183 cd ± 0.0118.253 b ± 0.7261.327 a ± 0.118
Q50.728 bc ± 0.0210.12 b ± 0.0045.338 b ± 0.3410.900 b ± 0.0581.172 b ± 0.0690.480 a ± 0.0287.237 c ± 0.2871.497 a ± 0.044
USA10.150 e ± 0.0120.073 c ± 0.0603.020 d ± 0.1590.566 d ± 0.0300.540 c ± 0.0370.063 f ± 0.0403.712 f ± 0.1650.701 cd ± 0.031
USA20.213 de ± 0.02030.028 c ± 0.0033.860 d ± 0.2370.533 d ± 0.0330.719 c ± 0.0600.083 e ± 0.0074.791 e ± 0.2800.644 d ± 0.038
USA30.323 d ± 0.0270.043 c ± 0.0404.688 c ± 0.2260.673 cd ± 0.0320.881 bc ± 0.0800.092 e ± 0.0085.887 d ± 0.2770.808 c ± 0.037
Means in the same column followed by the same letter are not significantly different (p < 0.05).
Table 2. Fresh weight (FW) and dry matter (DM) of the middle parts of quinoa genotypes.
Table 2. Fresh weight (FW) and dry matter (DM) of the middle parts of quinoa genotypes.
GenotypeLeaves, gStem, gTotal, g
FWDMFWDMFWDM
KY16.05 bc ± 0.480.79 c ± 0.065.92 c ± 0.540.48 e ± 0.0411.96 cd ± 0.911.27 d ± 0.10
KY25.49 bc ± 0.540.70 d ± 0.075.42 c ± 0.340.57 d ± 0.0410.92 d ± 0.851.27 d ± 0.10
Q14.58 c ± 0.440.64 de ± 0.064.93 d ± 0.350.51 de ± 0.039.52 e ± 0.691.15 d ± 0.09
Q26.74 b ± 0.650.47 f ± 0.057.01 b ± 0.600.72 c ± 0.0613.75 b ±1.041.19 d ± 0.09
Q36.41 b ± 0.420.91 b ± 0.069.79 a ± 0.561.12 a ± 0.0616.20 a ± 0.852.02 b ± 0.11
Q410.1 a ± 0.771.49 a ± 0.117.00 b ± 0.500.84 b ± 0.0617.08 a ±1.162.32 a ± 0.16
Q55.84 c ± 0.130.85 c ± 0.026.78 b ± 0.260.79 b ± 0.0312.62 c ± 0.351.63 c ± 0.04
USA16.13 b ± 0.420.76 cd ± 0.054.85 d ± 0.170.38 f ± 0.0210.98 d ± 0.551.14 d ± 0.06
USA24.58 c ± 0.430.56 e ± 0.053.24 f ± 0.400.30 f ± 0.037.83 f ± 0.370.86 e ± 0.05
USA35.94 bc ± 0.590.81 c ± 0.084.18 e ± 0.370.35 f ± 0.0310.13 de ± 0.861.16 d ± 0.10
Means in the same column followed by the same letter are not significantly different (p < 0.05).
Table 3. Fresh weight (FW) and dry matter (DM) of the lower parts of the quinoa genotypes.
Table 3. Fresh weight (FW) and dry matter (DM) of the lower parts of the quinoa genotypes.
GenotypeLeaves, gStem, gTotal, g
FWDMFWDMFWDM
KY12.718 c ± 0.2200.290 c ± 0.0236.618 c ± 0.3100.735 d ± 0.0349.336 bc ± 0.4001.025 e ± 0.044
KY21.704 e ± 0.1690.324 bc ± 0.0325.085 e ± 0.4670.740 d ± 0.0686.788 d ± 0.5921.064 e ± 0.092
Q13.099 b ± 0.1400.360 b ± 0.0165.634 d ± 0.2710.790 d ± 0.0388.733 c ± 0.2691.150 e ± 0.037
Q22.996 b ± 0.2590.350 b ± 0.0307.096 c ± 0.6291.111 b ± 0.09910.089 b ± 0.7911.461 d ± 0.117
Q33.621 a ± 0.3450.487 a ± 0.0469.900 a ± 0.8491.690 a ± 0.14513.461 a ±1.0382.173 a ± 0.154
Q42.178 d ± 0.2110.289 c ± 0.0287.923 b ± 0.6381.309 b ± 0.10510.101 b ± 0.8061.601 cd ± 0.128
Q51.358 e ± 0.1280.175 d ± 0.0716.765 c ± 0.2721.108 c ± 0.0448.123 c ± 0.3591.858 b ± 0.103
USA12.018 d ± 0.1900.165 d ± 0.0164.748 e ± 0.1970.593 e ± 0.0256.766 d ± 0.2580.758 f ± 0.028
USA23.207 b ± 0.2730.338 b ± 0.0294.206 f ± 0.3710.670 de ± 0.0597.412 cd ± 0.5131.008 e ± 0.072
USA32.595 bc ± 0.1190.311 c ± 0.0144.153 f ± 0.4140.478 f ± 0.0486.747 d ± 0.4910.799 f ± 0.057
Means in the same column followed by the same letter are not significantly different (p < 0.05).
Table 4. Average yield and yield components of quinoa genotypes.
Table 4. Average yield and yield components of quinoa genotypes.
GenotypesPanicle, cmNumber of Grains/PaniclesGrain Weight, g/PanicleWeight of 1000 Grains, gGrains Yield t/ha
KY134 d ± 1.16855 a ± 33518.37 ab ± 1.002.68 c ± 0.044.08 a ± 0.22
KY229 e ± 1.44610 c ± 28713.00 d ± 0.882.82 bc ± 0.032.89 d ± 0.19
Q139 c ± 2.14226 c ± 30512.89 e ± 0.923.05 b ± 0.042.86 d ± 0.20
Q243 c ± 1.44990 bc ± 41414.97 c ± 1.203.00 b ± 0.043.33 b ± 0.27
Q349 b ± 2.04322 c ± 37313.96 cd ± 1.153.23 a ± 0.053.10 c ± 0.25
Q456 a ± 1.74482 c ± 4147.44 g ± 0.741.66 d ± 0.031.65 f ± 0.17
Q532 de ± 0.86476 a ± 50719.04 a ± 1.612.94 b ± 0.034.23 a ± 0.36
USA132 de ± 1.83690 d ± 27210.25 f ± 0.692.75 c ± 0.042.23 e ± 0.15
USA230 e ± 1.14852 bc ± 25013.04 d ± 0.582.86 bc ± 0.022.87 d ± 0.13
USA337 cd ± 1.75891 b ± 48117.79 b ± 1.563.21 a ± 0.033.89 a ± 0.25
Means in the same column followed by the same letter are not significantly different (p < 0.05).
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Voronov, S.; Pleskachiov, Y.; Shitikova, A.; Zargar, M.; Abdelkader, M. Diversity of the Biological and Proteinogenic Characteristics of Quinoa Genotypes as a Multi-Purpose Crop. Agronomy 2023, 13, 279. https://doi.org/10.3390/agronomy13020279

AMA Style

Voronov S, Pleskachiov Y, Shitikova A, Zargar M, Abdelkader M. Diversity of the Biological and Proteinogenic Characteristics of Quinoa Genotypes as a Multi-Purpose Crop. Agronomy. 2023; 13(2):279. https://doi.org/10.3390/agronomy13020279

Chicago/Turabian Style

Voronov, Sergey, Yurii Pleskachiov, Aleksandra Shitikova, Meisam Zargar, and Mostafa Abdelkader. 2023. "Diversity of the Biological and Proteinogenic Characteristics of Quinoa Genotypes as a Multi-Purpose Crop" Agronomy 13, no. 2: 279. https://doi.org/10.3390/agronomy13020279

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