Next Article in Journal
Waste from Artichoke Processing Industry: Reuse in Bread-Making and Evaluation of the Physico-Chemical Characteristics of the Final Product
Next Article in Special Issue
Assessment of Berries of Some Sea Buckthorn Genotypes by Physicochemical Properties and Fatty Acid Content of the Seed
Previous Article in Journal
Phytochemicals and Their Correlation with Molecular Data in Micromeria and Clinopodium (Lamiaceae) Taxa
Previous Article in Special Issue
Integration of Innovative Technologies in the Agri-Food Sector: The Fundamentals and Practical Case of DNA-Based Traceability of Olives from Fruit to Oil
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Investigation of Bioactive Components in New Resistant Hungarian Tomato Hybrids

by
Barbara Schmidt-Szantner
1,
Mária Berki
2,
Éva Lengyel-Kónya
2,
Péter Milotay
1,
Ágnes Molnár-Mondovics
1,
Hussein G. Daood
3 and
Rita Tömösközi-Farkas
2,*
1
Vegetable Research Center, Hungarian University of Agriculture and Life Sciences, 6000 Kecskemét, Hungary
2
Food Science Research Group, Food Science and Technology Institute, Hungarian University of Agriculture and Life Sciences, 1118 Budapest, Hungary
3
Szent Isván Campus, Hungarian University of Agriculture and Life Sciences, 2100 Gödöllő, Hungary
*
Author to whom correspondence should be addressed.
Plants 2022, 11(23), 3408; https://doi.org/10.3390/plants11233408
Submission received: 4 November 2022 / Revised: 24 November 2022 / Accepted: 30 November 2022 / Published: 6 December 2022
(This article belongs to the Special Issue Improvements/Innovations Related to Fruit Varieties)

Abstract

:
The aim of the present work was to evaluate the influence of genetic impact on the content of some characteristic secondary metabolites in tomato fruits. The study was conducted to screen 14 different tomato genotypes for antioxidant capacity and quality attributes (polyphenols, tocopherols, carotenoids, vitamin C) to select the genetic lines with high biological value, multiple disease resistance, and high yield capacity for further usage in crop improvement programs. Significant differences were found among the different hybrids and cultivation seasons for the phytochemical content of the fruits. The varieties developed by breeding to increase their resistance were found to differ significantly. During a 3-year cultivation experiment, the level of lycopene in freshly harvested fruits ranged between 10.38 and 63.23 mg.kg−1 fwt for outdoor-cultivated Naik114 and Naik352, respectively. As for β-carotene, its content varied between 0.49 mg.kg−1 for Unorosso and 11.66 mg.kg−1 for Cherrola F1. The highest level of vitamin C (702.59 mg.kg−1) was recorded for Cherrola F1, while the lowest level (1.36.86 mg.kg−1) was determined in fruits of Unorosso. Neither polyphenol nor vitamin C showed positive correlation with antioxidant activity. In the three cultivation seasons, the highest concentration of polyphenols (579.19–804.12 mg.kg−1 fwt) was determined in fruits of outdoor-cultivated Cherolla F1 variety. The α- and γ-tocopherol content varied between 2.56 and 18.99 mg.kg−1, and 0.28 and 9.35 mg.kg−1, respectively, in fresh tomato fruit. Among the newly bred resistant varieties, the ZKI114 variety was proved to have outstanding features concerning the amounts of the bioactive components.

1. Introduction

Owing to their considerably high content of phytochemicals and other bioactive ingredients, vegetables and fruits are important in human nutrition. Their health protecting effects are due to the presence of functional components, e.g., antioxidative compounds, such as polyphenols, carotenoids, tocopherols, vitamins, certain peptides, saccharides, etc. [1,2,3]. The World Health Organization (WHO and the Food and Agriculture Organization of the United Nations (FAO) have emphasized the role of fruits and vegetables, with special regard to the biologically active substances of plant origin, in the prevention of different non-communicable diseases and cancer [4]. In this respect, tomato (Solanum lycopersicum L.) is an important source of health-promoting compounds that can reduce the development of cardiovascular disease, gastrointestinal tumors, inflammatory processes, and hypertension. These properties have been associated with the presence of hydrophilic (ascorbic acid and polyphenols) [5] and lipophilic antioxidants, including carotenoids (mainly lycopene and β-carotene) and vitamin E [6]. These functional components can regulate the mechanism of detoxification [7] as well. Carotenoids possess an apoptotic-inducing effect in cancer cells [8], and lycopene has been demonstrated to reduce oxidized-LDL cholesterol levels [9].
Epidemiological studies have highlighted the potential beneficial role of vitamin E intake on inflammation-related diseases, cardiac functionality, reduction in risk of Alzheimer’s disease, type 2 diabetes, prostate cancer, and prevention of retinopathy and cataracts. It has been proved that tocopherols from tomato consumption can have a different effect on health than vitamin E supplementation, because other antioxidant components are also present in tomatoes [10].
It has been proved that the concentration of the health-promoting bioactive compounds and the antioxidant activity of tomato extracts are strongly influenced by several biotic and abiotic factors, such as the genotype, ripening stage of the fruit, farming technology, and climate conditions [11,12,13].
Induced resistance against plant viruses has been studied for many years [14]. Induced resistance has advantages for combating viruses, because no agrochemicals analogous to fungicides or insecticides exist that can be used to prevent virus diseases under field conditions. Several new components have been identified in resistant tomato cultivars that may be responsible for the development of resistance, such as methylated forms of flavonoid myricetin [15], or α-tomatine [16]. Wojciechowska and coworkers [17] have shown clear differences in the metabolic profiles that were paralleled by differences in resistance toward Alternaria colonization. One of the genotypes was more resistant against A. alternata infection and contained high amounts of chlorogenic acid, in contrast to the other genotype which was sensitive against infection.
Our main objective was to characterize professional hybrids, test hybrids, and parental lines (14 genotypes), with special emphasis on some metabolites with health-promoting effects (lycopene, β-carotene, α-tocopherols, γ-tocopherols, total polyphenol content, DPPH scavenging activity, vitamin C). The main aspects of the experiments and the various measurements were to compare and find relationships among all the data and the new cultivars, which varied in fruit size (small (3), medium (8), large (3)), type (industrial (9), fresh market (5)), resistance (multiresistance (9), susceptible (5)) and agrotechnology (open field, greenhouse).

2. Results

2.1. Content of Carotenoids

The characteristic red color of tomato is a result of combined carotenoid pigments, of which lycopene is the most important. The tomato color is determined by the pigmentation of the skin and flesh [18]. Regulation of carotenoid biosynthesis and the accumulation of lycopene during tomato fruit ripening are widely studied [19,20]. Saini et al. [13] recorded an increase in carotenoids and lycopene contents during ripening.
The human diet contains two sources for vitamin A: preformed vitamin A (retinol and retinyl esters) and provitamin A carotenoids, which are plant pigments that the body converts in the liver into vitamin A. The main provitamin A carotenoids in the human diet are β-carotene, α-carotene, and β-cryptoxanthin. Other carotenoids in food, such as lycopene, lutein, and zeaxanthin, are not converted into vitamin A and are referred to as non-provitamin A carotenoids; they may have other important activities not involving vitamin A formation [21,22].
Recommended dietary allowance (RDA) for vitamin A is given as retinol activity equivalents (RAE) to account for the different bioactivities of retinol and provitamin A carotenoids, all of which are converted by the body into retinol [23]. One ug RAE is equivalent to 1 ug retinol, 2 ug supplemental β-carotene, 12 ug dietary β-carotene, or 24 ug dietary α-carotene or β-cryptoxanthin. The RDA for vitamin A is 7–900 ug RAE for healthy adults and 3–900 RAE for children, depending on age [23].
Concerning human nutrition and tomato quality, β-carotene and lycopene are of special interest. The β-carotene content of the examined varieties varied between 0.65 and 11.6 mg.kg−1. This level is in the range 5–12 mg.kg−1 reported in the relevant literature [24,25,26,27]. The highest β-carotene value was measured in the Cherrola F1 variety in 2015 (11.6 mg.kg−1), while the lowest value was measured in the Mokka F1 variety in 2016 (0.65 mg.kg−1). Based on the average of the three years, Cherrola F1 was also the richest one in β-carotene (6.03 mg.kg−1), while the NAIK114 big-fruited fresh market line contained the least (1.91 mg.kg−1).
There is currently no recommended daily intake for lycopene [28]. However, from a study by Chen et al. [29], intakes between 8 and 21 mg per day appear to be most beneficial. Most red and pink foods contain some lycopene, but tomatoes and tomato-based foods are the richest sources of this nutrient. According to Helyes et al. [30] the lycopene content of 16 different tomato varieties in Hungary ranged between 39.3 and 171.0 mg.kg−1. During our 3-year experiments, the measured lycopene values ranged from 10.38 to 63.23 mg kg−1, which correspond to the literature values. Summarizing results from both the field and plastic house samples, the processing hybrid NAIK3992 proved to be the richest in lycopene; the 3-year average lycopene level was 47.02 mg.kg−1, while the NAIK114 variety had the least amount, on average 16.09 mg.kg−1. In the cherry group, NAIK 3254 F1 was best for lycopene and carotene content.
Significant differences were found in lycopene concentration between the years for both outdoor and indoor cultivation. The lowest average values were measured in 2014 (29.07 mg.kg−1 lycopene, 3.05 mg.kg−1 β-carotene), while in the second and third year the average amount of carotenoids was significantly higher compared to 2014 (39.32 mg.kg−1, 3.99 mg.kg−1 in 2015 and 37.05 mg.kg−1, 2.07 mg.kg−1 in 2016 for lycopene and β-carotene, respectively) (Table 1). These results affirmed the high impact of seasonal (climate) variations on the content of bioactive carotenoids in tomatoes. The climate factors most likely to affect carotenoid content and composition in tomato may include light intensity, temperature, and water supply, particularly at a few weeks before harvest [31].
Concerning the effect of cultivation method on carotenoid content in tomatoes, our measurements in 2015 and in 2016 did not show a significant difference between the two cultivation methods in lycopene content (2015—PH: 41.47 ± 76.78 mg.kg−1, OF: 36.63 ± 9.65 mg.kg−1, 2016—PH: 43.52 ± 7.1 mg.kg−1, OF:26.71 ± 6.75 mg.kg−1 mean values), however, the average amount of β-carotene in 2015 was higher in outdoor cultivation samples (PH: 3.58 ± 1.35 mg.kg−1, OF: 5.06 ± 2.72 mg.kg−1 mean values), but this difference was not significant (Table 1). These results are not consistent with those of some other studies. Brandt and coworkers [32] observed significantly higher lycopene content in tomato harvested in a greenhouse (83.0 mg.kg−1) than in an open field (59.2 mg.kg−1) at every harvesting time. Keyhaninejad and coworkers [33] investigated the relationship between light levels in the growth environment and the carotenoid levels that accumulated in mature fruit and leaves. The foliar carotenoid increased approximately twofold with increased light, whereas carotenoid content in fruit decreased two- to threefold with increased light. All cultivars showed identical trends with light despite having cultivar-specific carotenoid accumulation patterns in their fruit. Carotenoid content of fruits is higher in greenhouse samples based on data from the literature.
When industrial varieties are compared with fresh market ones, the average lycopene content of processing and cherry varieties was found to be higher (industrial: 39.96 ± 3.69 mg kg−1 mean lycopene value, fresh market: 28.18 ± 6.3 mg.kg−1), but no difference was found in the β-carotene content (industrial: 3.15 ± 0.3 mg.kg−1, fresh market: 3.88 ± 0.8 mg.kg−1).
It is interesting that no correlation was found between the lycopene content and the fruit size; moreover, there was no significant difference between resistant and susceptible tomato varieties in the lycopene content.

2.2. Content of Tocopherols

The vitamin E group consists of four tocopherols (α, β, δ, and γ), and four tocotrienols (α, β, δ, and γ) that are non-enzymatic lipid-soluble antioxidants. In both food and human tissues, α-tocopherol and γ-tocopherol are the more characteristic forms [34,35], so in our studies we focused on these two tocopherol components. Some research indicated a greater antioxidant potential of tocotrienols than of tocopherols; however, compared to tocopherols, they are less orally bioavailable, and they are more reactive and can form potentially cytotoxic adducts [36]. The RDA for vitamin E for males and females ages 14 years and older is 15 mg daily (or 22 international units, IU), including pregnant. Lactating women need slightly more at 19 mg (28 IU) daily [37].
Although tocopherol concentration is relatively low in tomatoes, the high daily consumption of fresh and processed products with high dry matter content can increase the daily intake to achieve or to be close to the recommended dietary intake (RDI) of the biologically active form of vitamin E. This aspect is to be considered in breeding programs for industrial tomato varieties [38]. The amounts of tocopherols in the tomato fruit depends significantly on many biotic and abiotic factors. Based on the results of Raiola and coworkers [34], irrigation, light, and NaCl levels have a great effect on the biosynthesis of tocopherols in tomato. The level of α-tocopherol increased during ripening in all tissues, though its increase was largest between light red to red stages. Based on the data found in the literature, the amount of α-tocopherol in tomatoes varies between 2 and 14.7 mg.kg−1 [39,40,41,42], which agrees with the values found in the examined varieties. During the 3-year study, the α-tocopherol content varied between 2.56 and 18.99 mg.kg−1 fwt, while γ-tocopherol content varied between 0.28 and 9.35 mg.kg−1 in fresh tomato fruit. The variety NAIK3992 contained the highest amount of all tocopherols (26.6 mg.kg−1 fwt) in 2014, the variety NAIK 3254 in 2015 (15.01 mg.kg−1 fwt), and the variety Aragon F1 in 2016 (12.42 mg.kg−1 fwt) (Table 2).
In the open field experiments during the first year (2014), results showed the highest content of tocopherol derivatives, α- and γ-tocopherol (14.49 mg.kg−1, 4.98 mg.kg−1 mean values of 14 cultivars, respectively) in the samples. The lowest values were determined in the third year (7.55 mg.kg−1, 1.17 mg.kg−1, as mean values, respectively) in almost all varieties (Table 2). Differences between seasons proved to be significant for most varieties.
The effect of indoor conditions and open cultivation models were compared on the antioxidant activity of cherry and ordinary tomatoes [43], and the results showed that the antioxidant content, such as carotenoids and tocopherols, and the antioxidant activity of tomatoes were affected not only by the changes in environmental factors, but also by the varieties. Our measurements proved that tomatoes from outdoor cultivation contained significantly higher α-tocopherol content than that of the indoor-grown varieties (Table 2). We determined higher average concentration of α-tocopherol in 2015 (PH: 8.30 ± 1.62 mg.kg−1, OF: 9.57 ± 1.93 mg.kg−1) and 2016 (PH: 5.09 ± 1.67 mg.kg−1, OF: 7.55 ± 1.96 mg.kg−1). Similar results were obtained for indoor-grown tomatoes. In this case, the data of two seasons, 2015 and 2016, were compared. Significantly lower concentrations of the two tocopherol derivatives were measured for most cultivars in 2016 compared to 2015 (in 2015—8.93 mg.kg−1 α-tocopherol; 1.74 mg.kg−1 γ-tocopherol and in 2016—6.41 mg.kg−1 α-tocopherol; 1.25 mg.kg−1 γ-tocopherol mean values, respectively) (Table 2).
Comparison of industrial and fresh market tomatoes showed that the α-tocopherol content of processing varieties is higher, but the difference is not significant at the 0.01 level. If we compare the varieties of different fruit sizes, our results show that the amount of γ-tocopherol is the highest in the small-fruited cherry varieties and the lowest in the large-fruited varieties in all three years examined. This variation is most likely due to the differences in the dry matter content of the fruits. It is of special interest that no significant differences in tocopherols were noticed between the resistant and susceptible varieties (Table 2).

2.3. Content of Vitamin C

Physiologically, vitamin C acts as a water-soluble antioxidant and is a cofactor of numerous enzymes. Evidence for in vivo antioxidant functions of ascorbate includes scavenging of reactive oxidants in activated leukocytes, lung and gastric mucosa, and reduced lipid peroxidation, as measured by urinary isoprostane excretion [37]. To provide antioxidant protection, the recommended dietary allowance (RDA) is 90 mg/day for adult men and 75 mg/day for adult women, while the tolerable upper intake level (UL) for adults is 2 g/day [37].
The amount of vitamin C is affected by the duration of storage, the temperature of transport, and possible injuries. According to the results of Ntagkas and coworkers [44], the ascorbic acid content of tomatoes increases under better light conditions with a higher number of hours of sunshine. Valšíková-Frey [45] had shown that the production of vitamin C is also affected by fruit maturity, seasons, soil, and agricultural engineering. Our results showed the same tendency: the amount of vitamin C in tomatoes is also influenced by genetic background, cultivation mode, and environmental parameters. Based on the data found in the literature, the vitamin C content of fresh tomato fruits varies between 60 and 500 mg.kg−1 [45,46,47,48]. The results we received correspond to this range; we measured a vitamin C content between 60.8 and 312 mg.kg−1, and the only outlier was the content of 700 mg.kg−1, measured in Cherrola K1 fruit in 2016. Cherrola K1 contained the most vitamin C (mean value 367.9 mg.kg−1), while the NAIK114 variety had the least (mean value 90.4 mg.kg−1) of the 14 tomato varieties examined in the studied seasons. Pandey et al. [49] studied the anthocyanin and vitamin C content in strawberries under different growing conditions. They found that fruits from open field conditions recorded higher total and reducing sugar and vitamin C content. However, our results did not prove the same; in 2016 we actually measured higher average concentration of vitamin C (PH: 225 mg.kg−1, OF: 265 mg.kg−1) in the open field samples for almost all varieties, but in 2015 we did not find a significant difference between the two cultivation methods (Table 3).
The impact of seasonal variations on the vitamin C concentration could be noticed in different years only in the outdoor cultivation. In 2016, we measured a significantly higher concentration of vitamin C (265 mg.kg−1 mean value) compared to other years (207 mg.kg−1 as average value in 2014, 134 mg.kg−1 as average value in 2015). In the case of indoor-grown tomato, there was not a significant difference for all varieties, which indicates a more balanced situation of environmental parameters (Table 3).
No significant difference was found between the vitamin C content of freshly consumable and industrial tomato varieties. However, the varieties of different sizes differed significantly in 2014. Small varieties contained the most vitamin C (274 mg.kg−1), while large varieties have the least (100.8 mg.kg−1). Such a trend was similar in the other two examined years, but the differences were not significant. Like with vitamin E, no significant differences were found between resistant and susceptible varieties.

2.4. Content of Polyphenols and Antioxidant Capacity

Reactive free radicals could be causative agents of many human diseases, including coronary heart disease and cancer. It has been suggested that the consumption of fruits and vegetables, the main sources of antioxidants in the diet, can reduce the potential stress caused by free radicals [50]. One of the main characteristics of antioxidant components in tomatoes, such as carotenoids, tocopherols, polyphenols, and vitamin C, is their antioxidant potential, either in lipophilic or hydrophilic parts [51]. From a methodological point of view, the stable DPPH radical-scavenger model is suitable for measuring the antioxidant activity of plants and foods [52,53,54].
Sanchez-Moreno and coworkers [55] found that the radical-scavenging capacity was higher in the aqueous fractions of tomatoes than in the fat-soluble fractions of tomato juice. Vitamin C was mainly responsible for the radical-scavenging ability of the water-soluble fraction of tomato juice, while carotenoids, lutein, and lycopene were also responsible for the kinetics of DPPH changes in the fat-soluble fractions of tomato juice. The accumulation of polyphenols and l-ascorbic acid was evaluated by Martí et al. [56] during traditional and organic farming, and it was established that the effect of the genotype was significantly greater than the cultivation system, and even decisive.
The antioxidant capacity and polyphenol content of the Cherrola F1 variety were exceptionally high (2.49 mM Tr/kg and 621 GAE/kg mean value), while the processing Unorosso (0.8 mM Tr/kg and 311.1 GAE/kg mean value) and NAIK114 fresh market line (1.23 mM Tr/kg and 282.7 GAE/kg mean value) varieties showed the lowest values (Table 4).
No significant differences were found in the total polyphenol values and the trend also changed by investigated variety. For some cultivars, such as Cherrola F1, the total polyphenol content was significantly higher in 2014 (804.12 ± 16.78; 606.24 ± 53.12; 579.19 ± 44.2 mg GAE/kg), while for other cultivars there was no significant difference between the three investigated years, such as Mokka F1 (395.71 ± 31.58; 339.36 ± 53.18; 348.14 ± 29.67 mg GAE/kg).
Neither the total polyphenols nor the antioxidant values were found to differ significantly between the tomato samples grown in the three investigated years. Although the mean antioxidant capacity and total polyphenol content of the field samples were higher than those of the plastic house samples, the difference was not significant for all varieties. Since the amount of phenolics increases in tomato under abiotic and biotic stress [57], the controlled conditions in the greenhouse explain the lower DPPH and total polyphenol values (Table 3). Slight differences could be found among the fresh market, cherry, and industrial varieties in any of the parameters studied.
The DPPH radical-scavenging activity of the small berry-sized varieties was measured in the range 0.97–4.4 mMTr/kg and of the large berry-sized varieties in the range 0.79–2.71 mMTr/kg in both farming technologies. Total polyphenol content ranged from 278 to 804 and from 240 to 461 mg GAE/kg, respectively (Table 3), in the same cultivar groups. The varieties Elan and NAIK114, which belong to the large berry-sized varieties, on the other hand, contain the smallest amount of the same components compared to the other varieties. Both the antioxidant capacity and the total polyphenol value are inversely proportional to the increase in the size of the tomatoes, but the difference between the groups is also not significant. However, it is interesting that both parameters were lower in the resistant varieties than in the susceptible varieties, which can also be explained by the effect of abiotic/biotic stress.

3. Discussion

Based on the 3-year summarized data of all measured parameters, the discriminant analysis was able to classify the season by 95.8% probability from the measured data (Figure 1).
It can be said that industrial varieties are richer in α-tocopherol and carotenoids (lycopene), except for the Cherrola F1 variety, which were proved by correlation analysis as well (Table 4). Based on the results of the discriminant analysis, the different types can be grouped with 80–94% probability, but the joint evaluation of the three seasons also groups the varieties with at least 77% probability.
Our results also prove that small-sized varieties such as, e.g., the values of Cherrola F1, NAIK 3254 F1, and Prairie Scooner cultivars’ β-carotene, γ-tocopherol, DPPH, vitamin C, and total polyphenol, were significantly higher than the other cultivars, in almost all seasons, for both cultivation methods (Table 4). For lycopene and α-tocopherol, no correlation was found between concentration and berry size. Summarizing the 3-year data, we can properly identify 74.7% of the samples based on the discriminant analysis based on all the measurements. However, if lycopene and α-carotene values were not considered in the calculations, this value was reduced to 60%. Examined separately for each year, we obtained a value above 90% for all three seasons.
Among the tomato genotypes examined were disease-susceptible or few resistance-carrying varieties (e.g., Cherrola, Elan, Prairie Schooner, NAI 3254, Unorosso) and those resistant to at least five fungal and bacterial diseases (e.g., NAIK 114, NAIK1122, Aragon F1, NAIK 3355). Comparing the average values of resistant and susceptible cultivars, we found that there is no significant difference in tocopherol concentration and antioxidant capacity between the two groups. The average values of polyphenols, β-carotene, and vitamin C are higher in susceptible varieties. Susceptible varieties include more small sizes than medium or large fruit-size varieties, which can cause higher b-carotene concentrations. Statistical evaluation of our results showed that in all three years, the varieties with resistant and susceptible traits can be distinguished with 80.3% probability. This result demonstrated that in resistant varieties, not only the components involved in protection system are synthesized, but they also affect other components of the tomato fruit.
Based on the discriminant analysis of the results, the various years, technology, and investigated factors could be distinguished by analysis of secondary metabolites. The discriminant analysis based on the 3-year data was able to distinguish the season by 95.8% probability from the measured data. Based on the discriminant analysis of the 3-year data, it was possible to differentiate the samples with a probability of about 80% according to the method of cultivation, the size of the fruit, and the method of use. By evaluating the results separately each year, the samples belonging to different groups can be distinguished with even greater certainty. It was a remarkable conclusion that the metabolite composition of the resistant varieties and breeding lines also differed from the susceptible varieties. The susceptible varieties contain higher concentrations of polyphenols than resistant tomato lines. Even when evaluating the aggregate 3-year sample set, the two cultivar groups can be distinguished with 80% confidence. During the evaluation of the tomato varieties, the small berry-sized and susceptible Cherrola F1 variety contained, on average, the highest amount of the investigated bioactive components. Among the newly bred resistant hybrids, the ZKI114 variety proved to be the most outstanding in the amounts of bioactive components.

4. Materials and Methods

4.1. Plant Material and Technology

Cultivation of tomato plants was carried out in the experimental field of the National Agricultural Research and Innovation Center Vegetable Crop Research Department, Kecskemét Station. The open field (outdoor) and plastic house (indoor) experiments were conducted in the loose sandy soil (KA: 31) of the experimental field during 2014, 2015, and 2016. During the summer months, green-colored rashel net cover was applied to reduce the inner temperature of the plastic house.
Professional hybrids, test hybrids, and parental lines representing fresh market (3), cherry (3), and processing (8) types had been used in the experiment (Table 5), carrying no, few, or multiple resistances against different diseases. No high-lycopene genotype was studied. Seedlings were grown in a heated greenhouse, for 5 weeks and P-dominant Ferticare growing solution had been applied. The seedlings were planted each year in mid-April and mid-May with 25 plants per genotype.
Fertilizers were given via drip irrigation according developmental phase following Yara (Yara UK Limited, UK) recommendations with the frequency 6–7 times per week (plastic house) and 2–3 times a week (open field). Daily water requirement of the crop was calculated by the Helyes and Varga [58] formula (average daily temperature in Celsius/5 = water expressed in mm). No ripening acceleration treatment was applied.
In mid-August, 25–25 randomly selected red ripe fruits were collected during each year for three replicates from the genotypes examined.

4.2. Chemicals

Standard ascorbic acid, lycopene, β-carotene, tocopherol standard solutions (of α, β, γ, δ), Folin–Ciocalteu reagent, gallic acid, DPPH (2,2-diphenyl-1-picrylhydrazyl), and Trolox (6-hydroxy-2,5,7,8-tetra-methylchroman-2-carboxylic acid) were purchased from Sigma-Aldrich Ltd. (St. Louis, MI, USA). HPLC and analytical-grade organic solvents (methanol, 1,2-dichloroethan, acetonitrile, hexane, ethanol, acetone) and other chemicals (quartz sand, KH2PO4, anhydrous Na2SO4, metaphosphoric acid—analytical grade, Na2CO3) were purchased from VWR International LLC (Radnor, PA, USA).

4.3. Analytical Methods

Sample preparation of tomato. The tomato fruits were collected at fully mature stage and transported immediately to the laboratory. The fruits were homogenized using a blender and the samples were stored at −20 °C until analysis. One test sample was obtained by homogenizing tomatoes from 4–5 different plants; the measurements were performed with 3 parallel test samples.
Measurement of polyphenol content. Total polyphenols were quantified using the Folin–Ciocalteu method [59]. Samples were weighed (2.0 g), and extracted with 80% (v/v) methanol (filled up to 20 mL volume) at 4 °C for 24 h. Afterward, 100 μL of the methanol extracts, 0.5 mL of Folin–Ciocalteu reagent, 2 mL of sodium carbonate solution (20% w/v), and distilled water were mixed up to 10 mL final volume. The tubes were left at room temperature for 60 min, and the absorbance of the samples was measured at 750 nm. Polyphenol content was given in gallic acid equivalent (GAE)/per 1000 g sample.
DPPH radical-scavenging activity. Methanol extracts (80% v/v) were used to assess the antioxidant capacity by the DPPH radical-scavenging method [60] with some modifications. A 50 μL aliquot of the extract and 2 mL of DPPH (0.1 mM) were shaken at 37 °C for 30 min and the absorbance was measured at 517 nm using a Jasco Spectrophotometer (Model 7850). The calibration curve was prepared with 80% (v/v) methanol solution of Trolox (6-hydroxy-2,5,7,8-tetra-methylchroman-2-carboxylic acid) at 100–1000 μmol/l concentrations. The antioxidant capacity was expressed as mmol Trolox equivalents (TE)/1000 g sample fw.
Ascorbic acid determination. Ascorbic acid content was determined using the RP-HPLC method with UV detection described by Nagy et al. [61]. Five grams of well-homogenized tomato sample (5 fruits per replication) was ground in a crucible mortar with 1 g quartz sand. The mixture was poured into 50 mL metaphosphoric acid (3% w/v, analytical grade, temperature 4 °C) and transferred to a 100 mL Erlenmeyer flask. Samples were shaken (15 min) and then filtered. In addition, the filtrate was purified with a 0.45 mm PTFE syringe filter before injection into an HPLC column. The analytical determination of ascorbic acid was performed using a C18 Nautilus 100–5 μm column (150 mm × 4.6 mm i.d.) (Macherey-Nagel, Duren, Germany) with gradient elution of 0.01 M KH2PO4 (A) and acetonitrile (B). The gradient elution started with 1% B in A and changed to 30% B in A after 15 min; it then turned to 1% A in B after 5 min. The flow rate was 0.7 mL/min. The absorption maximum of ascorbic acid under these conditions was detected at 265 nm. For quantitative determination of ascorbic acid internal standard calibration was used.
Determination of carotenoids. Separation and analysis of carotenoids was performed according to Daood and coworkers [62] using an EC 150/4.6 Nucleodur C18 Isis 3 μm column (Macherey Nagel, Düren, Germany) and gradient elution (A: methanol; B: water, C: isopropanol–acetone–methanol) RP-HPLC method with UV detection. Peak identification was based on comparison of retention time and spectral characteristics of available standards (lycopene, β-carotene), which were also used for the quantification of lycopene and β-carotene. Five grams of well-homogenized (5 fruits per replications) tomato fruit were crushed in a crucible mortar in the presence of 1 g quartz sand and 0.5 g ascorbic acid. The extraction procedure started with binding water with methanol followed by extraction of carotenoids by 1,2-dichloroethane in a liquid–liquid extraction. The polar and non-polar phases were separated by addition of 1 mL of distilled water and mechanical shaking for 15 min. The lower non-polar phase was separated in a separating funnel, dried through anhydrous Na2SO4, and evaporated at 30 °C under vacuum. The residue was redissolved in HPLC grade acetone and filtered through a 0.45 μm Teflon syringe filter before injection. Internal standard calibrations were used for quantitative determination of carotenoids.
Determination of tocopherols. To analyze tocopherols, the tomato lipid fraction obtained by the same procedure used for carotenoid extraction was saponified with KOH and extracted by n-hexane and analyzed using the NP-HPLC method with an EC 250/4.6 Nucleosyl 100–5 column (Macherey Nagel, Germany) and isocratic elution (n-hexane: ethanol—99.6:0.4) and fluorescent detection (Ext: 295 nm, Em: 320 nm) according to the procedure described by Abushita et al. [63]. Two grams of tomato samples were saponified with a mixture of 5 mL of 30% methanolic KOH solution, 20 mL of methanol, and 0.5 g of ascorbic acid for 25 min from boiling. Fifteen milliliters of 20% NaCl solution was added to the mixture and then extracted with 2 × 40 mL of hexane; the organic phase was evaporated to dryness. The residue was redissolved in HPLC-grade hexane and filtered through a 0.45 μm Teflon syringe filter before injection. Internal standards were used for quantitative determination of tocopherols.
A Waters Alliance liquid chromatographic instrument consisting of a Model 2696 Separation Module (gradient pump, auto-sampler, and column heater) and a Model 2695 photodiode-array detector was used for the analysis of carotenoids and vitamin C. Operation and data processing were performed by Empower software. For tocopherol analysis, a combination of a Beckman 114 M isocratic pump, a model RF-535 Shimadzu fluorometric detector, and a Waters-740 Data Module integrator was used.
Statistical analysis. For spectrophotometric and HPLC analysis, all the samples were analyzed in triplicates. All data in the tables were presented as a mean number (n = 3) and standard deviations. IBM SPSS Statistics (USA, SPSS) software was used for normality analysis (Kolmogorov–Smirnov and Shapiro–Wilk test), Pearson’s correlation analysis, ANOVA (Tukey test), t-probe, and discriminant analysis.

Author Contributions

Conceptualization, B.S.-S.; investigation, M.B., É.L.-K. and Á.M.-M.; data curation, writing—original draft preparation R.T.-F.; writing—review and editing H.G.D.; supervision, P.M. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data is contained within the article.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Pavlović, N.V.; Mladenović, J.D.; Pavlović, R.M.; Moravčević, D.Z.; Zdravković, J.M. The impact of different thermal processing of tomato to its antioxidant activity, vitamin E.; dry matter and sugar content. Food Feed. Res. 2017, 44, 123–132. [Google Scholar] [CrossRef] [Green Version]
  2. Tilahun, S.; Choi, H.; Baek, M.W.; Jeong, C.S. Antioxidant, Properties, γ-Aminobutyric, Acid (GABA) Content, and Physicochemical, Characteristics of Tomato, Cultivars. Agronomy 2021, 11, 1204. [Google Scholar] [CrossRef]
  3. Vlaisavljević, S.; Martínez, M.C.; Stojanović, A.; Martínez-Huélamo, M.; Grung, B.; Raventós, R.M.L. Characterisation of bioactive compounds and assessment of antioxidant activity of different traditional Lycopersicum esculentum L. varieties: Chemometric analysis. Food Compos. Anal. 2019, 70, 813–824. [Google Scholar] [CrossRef] [PubMed]
  4. WHO/FAO 916. Diet, Nutrition and the Prevention of Chronic Diseases: Report of a Joint WHO/FAO Expert Consultation, Geneva, 28 January–1 February 2002; WHO Technical, Report Series; 916; WHO: Geneva, Switzerland, 2003; ISBN 92 4 120916 X. ISSN 0512-3054. [Google Scholar]
  5. Choi, S.H.; Lee, S.H.; Kim, H.J.; Lee, I.S.; Kozukue, N.; Levin, C.E.; Friedman, M. Changes in free amino acid, phenolic, chlorophyll, carotenoid, and glycoalkaloid contents in tomatoes during 11 stages of growth and inhibition of cervical and lung human cancer cells by green tomato extracts. J. Agric. Food Chem. 2010, 58, 7547–7556. [Google Scholar] [CrossRef] [PubMed]
  6. Gómez-Romero, M.; Segura-Carretero, A.; Fernández-Gutiérrez, A. Metabolite profiling and quantification of phenolic compounds in methanol extracts of tomato fruit. Phytochemistry 2010, 71, 1848–1864. [Google Scholar] [CrossRef]
  7. Perveen, R.; Suleira, H.A.R.; Anjum, F.M.; Butt, M.S.; Pasha, I.; Ahmad, S. Tomato (Solanum lycopersicum) Carotenoids and Lycopenes, Chemistry; Metabolism, Absorption, Nutrition, and Allied, Health Claims—A Comprehensive, Review. Crit. Rev. Food Sci. Nutr. 2015, 55, 919–929. [Google Scholar] [CrossRef]
  8. Niranjana, R.; Gayathri, R.; Mol, S.M.; Sugawara, T.; Hirata, T.; Miyashita, K.; Ganesan, P. Carotenoids modulate the hallmarks of cancer cells. J. Funct. Foods 2015, 18, 968–985. [Google Scholar] [CrossRef]
  9. Abete, I.; Perez-Cornago, A.; Navas-Carretero, S.; Bondia-Pons, I.; Zulet, M.A.; Martinez, J.A. A regular lycopene enriched tomato sauce consumption influences antioxidant status of healthy young-subjects: A crossover study. J. Funct. Foods 2013, 5, 28–35. [Google Scholar] [CrossRef]
  10. Ribeiro, A.M.; Estevinho, B.N.; Rocha, F.A. One century of Vitamin, E: The progress and application of vitamin E encapsulation—A Review. Food Hydrocoll. 2021, 121, 106998. [Google Scholar] [CrossRef]
  11. Binoy, G.; Kaur, C.; Khurdiya, D.S.; Kapoor, C. Antioxidants in tomato (Lycopersicum esculentum L.) as a function of genotype. Food Chem. 2004, 84, 45–51. [Google Scholar]
  12. Garcia, E.; Barrett, D.M. Assessing lycopene content in California processing tomatoes. J. Food Processing Preserv. 2006, 30, 56–70. [Google Scholar] [CrossRef]
  13. Saini, R.K.; Zamany, A.J.; Keum, Y.S. Ripening improves the content of carotenoid, a-tocopherol, and polyunsaturated fatty acids in tomato (Solanum lycopersicum L.) fruits. 3 Biotech 2017, 7, 43. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Vosman, B.P.C.; van’t Westende, W.; Henken, B.D.L.M.; van Eekelen, H.C.H.; de Vos, R.; Voorrips, R.E. Broad spectrum insect resistance and metabolites in close relatives of the cultivated tomato. Euphytica 2018, 214, 46. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Roepenack-Lahaye, E.; Newman, M.A.; Schornack, S.; Hammond-Kosack, K.E.; Lahaye, T.; Jones, J.D.G.; Daniels, M.J.; Dow, J.M. p-Coumaroylnoradrenaline, a novel plant metabolite implicated in tomato defense against pathogens. J. Biol. Chem. 2003, 278, 43373–43383. [Google Scholar] [CrossRef] [Green Version]
  16. Ruiz-Rubio, M.; Perez-Espinosa, A.; Lairini, K.; Roldan-Arjona, T.; Dipietro, A.; Anaya, N. Metabolism of the tomato saponin α-tomatine by phytopathogenic fungi. Stud. Nat. Prod. Chem. 2001, 25, 293–326. [Google Scholar]
  17. Wojciechowska, E.; Weinert, C.H.; Egert, B.; Trierweiler, B.; Schmidt-Heydt, M.; Horneburg, B.; Graeff-Hönninger, S.; Kulling, S.E.; Geisen, R. Chlorogenic acid, a metabolite identified by untargeted metabolome analysis in resistant tomatoes, inhibits the colonization by Alternaria alternata by inhibiting alternariol biosynthesis. Eur. J. Plant Pathol. 2014, 139, 735–747. [Google Scholar] [CrossRef] [Green Version]
  18. Urbanoviciene, D.; Viskelis, P.; Viskelis, J.; Jankauskiene, J.; Bobinas, C. Lycopene and β-carotene in non-blanched and blanched tomatoes. J. Food Agric. Environ. 2012, 10, 142–146. [Google Scholar]
  19. Moco, S.; Capanoglu, E.; Tikunov, Y.; Bino, R.J.; Boyaciooglu, D.; Hall, R.D.; Vervoort, J.; De Vos, R.C.H. Tissue specialization at the metabolite level is perceived during the development of tomato fruit. J. Exp. Bot. 2007, 58, 4131–4146. [Google Scholar] [CrossRef] [Green Version]
  20. Su, L.; Diretto, G.; Purgatto, E.; Danoun, S.; Zouine, M.; Li, Z.; Roustan, J.P.; Bouzayen, M.; Giuliano, G. Carotenoid accumulation during tomato fruit ripening is modulated by the auxin-ethylene balance. BMC Plant Biol. 2015, 15, 114. [Google Scholar] [CrossRef]
  21. Saini, R.K.; Prasad, P.; Lokesh, V.; Shang, X.; Shin, J.; Keum, Y.-S.; Lee, J.-H. Carotenoids: Dietary, Sources, Extraction, Encapsulation, Bioavailability, and Health, Benefits—A Review of Recent, Advancements. Antioxidants 2022, 11, 795. [Google Scholar] [CrossRef]
  22. Blaner, W.S.; Vitamin, A.; Carotenoids, P.A. Present, Knowledge in Nutrition, 11th ed.; Marriott, B.P., Birt, D.F., Stallings, V.A., Yates, A.A., Eds.; Wiley-Blackwell: Cambridge, MA, USA, 2020; pp. 73–91. [Google Scholar]
  23. National, Institute of Health. Available online: https://ods.od.nih.gov/factsheets/list-all/ (accessed on 26 March 2021).
  24. Sass-Kiss, A.; Kiss, J.; Milotay, P.; Kerek, M.M.; Toth-Markus, M. Differences in anthocyanin and carotenoid content of fruits and vegetables. Food Res. Int. 2005, 38, 1023–1029. [Google Scholar] [CrossRef]
  25. D’Evoli, L.; Lombardi-Boccia, G.; Lucarini, M. Influence of Heat, Treatments on Carotenoid, Content of Cherry, Tomatoes. Foods 2013, 2, 352–363. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  26. Krumbein, A.; Schwarz, D.; Kläring, H.-P. Effects of environmental factors on carotenoid content in tomato (Lycopersicon esculentum (L.) Mill.) grown in a greenhouse. J. Appl. Bot. Food Qual. 2006, 80, 160–164. [Google Scholar]
  27. Flores, P.; Sánchez, E.; Fenoll, J.; Hellín, P. Genotypic variability of carotenoids in traditional tomato cultivars. Food Res. Int. 2016, 100, 510–516. [Google Scholar] [CrossRef] [PubMed]
  28. Available online: https://www.healthline.com/nutrition/lycopene#heart-health (accessed on 3 October 2018).
  29. Chen, P.; Zhang, W.; Wang, X.; Zhao, K.; Negi, D.S.; Zhuo, L.; Qi, M.; Wang, X.; Zhang, X. Lycopene and Risk of Prostate, Cancer: A Systematic, Review and Meta-Analysis. Medicine 2015, 94, 260. [Google Scholar] [CrossRef]
  30. Helyes, L.; Bőcs, A.; Lugasi, A.; Pék, Z. Tomato, Antioxidants and Yield as Affected by Different, Water Supply. Acta Hortic. 2012, 936, 213–218. [Google Scholar] [CrossRef]
  31. Takács, S.; Pék, Z.; Csányi, D.; Daood, H.G.; Szuvandzsiev, P.; Palotás, G.; Helyes, L. Influence of Water, Stress Levels on the Yield and Lycopene, Content of Tomato. Water 2020, 12, 2165. [Google Scholar] [CrossRef]
  32. Brandt, S.; Lugasi, A.; Barna, É.; Hóvári, J.; Pék, Z.; Helyes, L. Effects of the growing methods and conditions on the lycopene content of tomato fruits. Acta Aliment. 2003, 32, 269–278. [Google Scholar] [CrossRef]
  33. Keyhaninejad, N.; Richins, R.D.; O’Connell, M.A. Carotenoid content in field-grown versus greenhouse-grown peppers: Different responses in leaf and fruit. HortScience 2012, 47, 852–855. [Google Scholar] [CrossRef] [Green Version]
  34. Raiola, A.; Tenore, G.C.; Barone, A.; Frusciante, L.; Rigano, M.M. Vitamin E Content and Composition in Tomato, Fruits: Beneficial, Roles and Bio-Fortification. Int. J. Mol. Sci. 2015, 16, 29250–29264. [Google Scholar] [CrossRef] [Green Version]
  35. Niki, E.; Abe, K. Vitamin E: Structure, Properties and Functions. In Vitamin E: Chemistry and Nutritional, Benefits; Niki, E., Ed.; Royal, Society of Chemistry: London, UK, 2019; pp. 1–11. [Google Scholar]
  36. Szewczyk, K.; Chojnacka, A.; Górnicka, M. Tocopherols and Tocotrienols—Bioactive, Dietary Compounds; What, Is Certain, What, Is Doubt? Int. J. Mol. Sci. 2021, 22, 6222. [Google Scholar] [CrossRef] [PubMed]
  37. Institute of Medicine (US) Panel on Dietary, Antioxidants and Related, Compounds. Dietary, Reference Intakes Vitamin C, Vitamin E, Selenium, and Carotenoids; National, Academies Press (US): Washington, DC, USA, 2000. [Google Scholar]
  38. Packer, L.; Fuchs, J. Vitamin E in Health and Disease: Biochemistry and Clinical, Applications, 1st ed.; Marcel Dekker: New York, NY, USA, 1992. [Google Scholar]
  39. Pék, Z.; Szuvandzsiev, P.; Daood, H.; Neményi, A.; Helyes, L. Effect of irrigation on yield parameters and antioxidant profiles of processing cherry tomato. Cent. Eur. J. Biol. 2014, 9, 383–395. [Google Scholar] [CrossRef] [Green Version]
  40. Ráth, S.; Horváth, K.; Andryie, B.; Daood, H.G. Effect of different ecological conditions on content of phytonutrients in industrial tomatoes. Acta Aliment. 2020, 49, 225–234. [Google Scholar] [CrossRef]
  41. Hwang, E.S.; Stacewicz-Sapuntzakis, M.; Bowen, P.E. Effects of Heat, Treatment on the Carotenoid and Tocopherol, Composition of Tomato. J. Food Sci. 2012, 77, 1100–1114. [Google Scholar] [CrossRef] [PubMed]
  42. Zanfini, A.; Franchi, G.G.; Massarelli, P.; Corbini, G.; Dreassi, E. Phenolic compounds, carotenoids and antioxidant activity in five tomato (Lycopersium esculentum Mill.) cultivars. Ital. J. Food Sci. 2017, 29, 90–99. [Google Scholar]
  43. Tianyi, Y. The Effects of Greenhouse, Cultivation on the Contents and Activities of Antioxidant, Compounds of Tomatoes. J. Guilin Norm. Coll. 2016, 4. [Google Scholar]
  44. Ntagkas, N.; Woltering, E.; Bouras, S.; de Vos, R.C.H.; Dieleman, J.; Nicole, C.C.S.; Labrie, C.; Marcelis, L.F.M. Light-induced vitamin C accumulation in tomato fruits is independent of carbohydrate availability. Plants 2019, 8, 86. [Google Scholar] [CrossRef] [Green Version]
  45. Valšíková-Frey, M.; Komár, P.; Rehuš, M. The effect of varieties and degree of ripeness to vitamin C content in tomato fruits. Acta Hortic. Regiotect. 2017, 2, 44–48. [Google Scholar] [CrossRef] [Green Version]
  46. Mellidou, I.; Koukounaras, A.; Kostas, S.; Patelou, E.; Kanellis, A.K. Regulation of Vitamin, C Accumulation for Improved, Tomato Fruit, Quality and Alleviation of Abiotic, Stress. Genes 2021, 12, 694. [Google Scholar] [CrossRef]
  47. Sablani, S.S.; Opara, L.U.; Al-Balushi, K. Influence of bruising and storage temperature on vitamin C content of tomato fruit. J. Food Agric. Environ. 2006, 4, 54–56. [Google Scholar]
  48. Sanchez-Moreno, C.; Plaza, L.; de Ancos, B.; Cano, M.P. Nutritional characterisation of commercial traditional pasteurised tomato juices: Carotenoids, vitamin C and radical-scavenging capacity. Food Chem. 2006, 98, 749–756. [Google Scholar]
  49. Pandey, S.; Singh, J.; Singh, S.K.; Mourya, I.B. Influence of growing environment on growth, yield and chemical compositionof strawberry (Fragaria × ananassa) fruits under open vs naturally ventilated polyhouse conditions. Indian J. Agric. Sci. 2015, 85, 1540–1545. [Google Scholar]
  50. Pellegrini, N.; Riso, P.; Porrini, M. Tomato consumption does not affect the total antioxidant capacity of plasma. Nutrition 2000, 16, 268–271. [Google Scholar] [PubMed]
  51. Arnao, M.B.; Cano, A.; Acosta, M. The Hydrphilic and Lipophilic, Contribution to Total, Antioxidant Activity. Food Chem. 2001, 73, 239–244. [Google Scholar] [CrossRef]
  52. Da Porto, C.; Calligaris, S.; Celotti, E.; Nicoli, M.C. Antiradical properties of commercial cognacs assessed by the DPPH(.) test. J. Agric. Food Chem. 2000, 48, 4241–4245. [Google Scholar] [CrossRef] [PubMed]
  53. Espín, J.C.; Soler-Rivas, C.; Wichers, H.J. García-Viguera, CAnthocyanin-based natural colorants: A new source of antiradical activity for foodstuff. J. Agric. Food Chem. 2000, 48, 1588–1592. [Google Scholar] [CrossRef]
  54. Pinelo, M.; Rubilar, M.; Sineiro, J.; Núñez, M.J. Extraction of antioxidant phenolics from almond hulls (Prunus amygdlus) and pine sawdust (Pinus pinaster). Food Chem. 2004, 85, 267–273. [Google Scholar] [CrossRef]
  55. Sanchez-Moreno, C.; La Plaza, L.; de Ancos, B.; Cano, M.P. Impact of high-pressure and traditional thermal processing of tomato puree on carotenoids, vitamin C and antioxidant activity. J. Sci. Food Agric. 2006, 86, 171–179. [Google Scholar] [CrossRef]
  56. Martí, R.; Leiva-Brondo, M.; Lahoz, I.; Campillo, C.; Cebolla-Cornejo, J.; Roselló, S. Polyphenol and L-ascorbic acid content in tomato as influenced by high lycopene genotypes and organic farming at different environments. Food Chem. 2018, 239, 148–156. [Google Scholar] [CrossRef]
  57. Atkinson, N.J.; Dew, T.P.; Orfila, C.; Urwin, P.E. Influence of Combined, Biotic and Abiotic, Stress on Nutritional, Quality Parameters in Tomato (Solanum lycopersicum). J. Agric. Food Chem. 2011, 59, 9673–9682. [Google Scholar] [CrossRef]
  58. Helyes, L.; Varga, G.Y. Irrigation demand of tomato according to the results of three decades. Acta Hortic. 1994, 376, 323–328. [Google Scholar] [CrossRef]
  59. Singleton, V.L.; Orthofer, R.; Lamuela-Raventos, R.M. Analysis of total phenols and other oxidation substrates and antioxidants by means of Folin-Ciocalteu reagent. Methods Enzymol. 1999, 299, 152–178. [Google Scholar]
  60. Brand-Williams, W.; Cuvelier, M.E.; Berset, C. Use of a free radical method to evaluate antioxidant activity. LWT Food Sci. Technol. 1995, 28, 25–30. [Google Scholar] [CrossRef]
  61. Nagy, Z.; Daood, H.G.; Ambrózy, Z.S.; Helyes, L. Determination of polyphenols, capsaicinoids, and vitamin C in new hybrids of chili peppers. J. Anal. Methods Chem. 2015, 102125. [CrossRef] [PubMed] [Green Version]
  62. Daood, H.G.; Bencze, G.; Palotás, G.; Pék, Z.; Sidikov, A.; Helyes, L. HPLC analysis of carotenoids from tomatoes using cross-linked C18 column and MS detection. J. Chromatogr. Sci. 2014, 52, 985–991. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  63. Abushita, A.A.; Hebshi, E.A.; Daood, H.G.; Biacs, P.A. Determination of antioxidant vitamins in tomatoes. Food Chem. 1997, 60, 207–212. [Google Scholar] [CrossRef]
Figure 1. Discriminant analysis of different season, field technology, size, type, and resistance data of tomato samples. Discriminant analysis of the results indicated that 95.8% (Year); 78.1% (Technology), 77.2% (Fruit size), 77.7% (Type), 80.3% (Resistance) of original grouped cases were correctly classified.
Figure 1. Discriminant analysis of different season, field technology, size, type, and resistance data of tomato samples. Discriminant analysis of the results indicated that 95.8% (Year); 78.1% (Technology), 77.2% (Fruit size), 77.7% (Type), 80.3% (Resistance) of original grouped cases were correctly classified.
Plants 11 03408 g001
Table 1. Lycopene and β-carotene concentrations in tomato samples during 2014–2016 under different growing technology (NS—no samples; OF—open field; PH—plastic house).
Table 1. Lycopene and β-carotene concentrations in tomato samples during 2014–2016 under different growing technology (NS—no samples; OF—open field; PH—plastic house).
GenotypeGrowing Technology201420152016
Lycopene
(mg.kg−1)
β-Carotene
(mg.kg−1)
Lycopene
(mg.kg−1)
β-Carotene
(mg.kg−1)
Lycopene
(mg.kg−1)
β-Carotene
(mg.kg−1)
NAIK 3992OF31.12 ± 0.611.05 ± 0.0442.76 ± 3.22.95 ± 0.2250.84 ± 4.041.93 ± 0.25
PHNSNS48.05 ± 0.512.80 ± 0.1049.95 ± 1.182.42 ± 0.12
NAIK 114OF9.41 ± 0.080.83 ± 0.0426.14 ± 8.512.81 ± 0.0610.38 ± 0.951.54 ± 0.36
PHNSNS15.83 ± 0.891.53 ± 0.25NSNS
NAIK 1122OF11.29 ± 0.640.84 ± 0.0742.51 ± 3.133.02 ± 0.9231.91 ± 5.262.05 ± 0.63
PHNSNS39.25 ± 1.293.12 ± 0.4223.86 ± 0.631.41 ± 0.01
NAIK 352OF63.23 ± 5.711.79 ± 0.1320.76 ± 6.463.82 ± 1.1248.21 ± 0.551.74 ± 0.08
PH7.46 ± 0.250.43 ± 0.0243.05 ± 4.951.90 ± 0.3253.82 ± 3.012.92 ± 0.14
Aragon F1OF31.2 ± 0.401.43 ± 0.0346.38 ± 0.676.25 ± 0.9733.49 ± 2.613.67 ± 0.52
PHNSNS42.56 ± 2.463.52 ± 1.0443.13 ± 0.322.78 ± 0.14
NAIK 3355OF35.79 ± 0.831.12 ± 0.0447.10 ± 1.884.18 ± 0.2351.30 ± 0.483.05 ± 0.09
PHNSNS39.90 ± 3.463.30 ± 0.5132.40 ± 1.332.45 ± 0.23
Cherrola F1OF16.12 ± 0.641.54 ± 0.0131.04 ± 9.4511.66 ± 3.3416.67 ± 2.573.39 ± 0.54
PHNSNS36.29 ± 1.836.56 ± 0.1326.30 ± 0.854.43 ± 0.07
Elán F1OFNSNS28.15 ± 2.664.92 ± 0.7125.30 ± 2.134.43 ± 0.04
PH15.48 ± 0.111.39 ± 0.0743.86 ± 1.344.12 ± 0.526.98 ± 0.642.79 ± 0.08
PrairieOF11.23 ± 0.380.58 ± 0.0249.01 ± 7.56.47 ± 0.5329.85 ± 14.573.89 ± 0.92
SchoonerPHNSNS43.74 ± 3.285.43 ± 0.6732.02 ± 15.782.18 ± 0.65
NAIK 3254OF31.88 ± 2.181.67 ± 0.1347.12 ± 4.536.05 ± 1.4943.87 ± 4.255.40 ± 0.93
PHNSNS38.49 ± 0.755.30 ± 0.9349.10 ± 4.226.44 ± 1.68
Unorosso F1OFNSNS42.71 ± 4.874.38 ± 0.5838.22 ± 1.232.43 ± 0.29
PH43.60 ± 3.010.69 ± 0.0340.20 ± 2.232.59 ± 0.29NSNS
NAIK 3451OF8.05 ± 0.160.49 ± 0.0239.67 ± 6.513.43 ± 0.3545.94 ± 2.013.91 ± 0.24
PHNSNS46.58 ± 1.861.60 ± 0.2348.38 ± 5.272.48 ± 0.20
NAIK 3270OF12.70 ± 0.310.51 ± 0.0244.62 ± 5.393.11 ± 0.2740.91 ± 1.691.49 ± 0.19
PHNSNS46.94 ± 2.222.61 ± 0.845.17 ± 6.921.91 ± 0.55
Mokka F1OF19.69 ± 0.590.89 ± 0.0528.37 ± 10.411.91 ± 1.0335.01 ± 2.313.05 ± 0.31
PHNSNS39.95 ± 0.892.49 ± 0.0030.18 ± 0.970.65 ± 0.02
Table 2. The α- and γ-tocopherol concentration in tomato samples during 2014–2016 under different growing technology (NS—no samples; OF—open field; PH—plastic house).
Table 2. The α- and γ-tocopherol concentration in tomato samples during 2014–2016 under different growing technology (NS—no samples; OF—open field; PH—plastic house).
GenotypeGrowing Technology201420152016
α-Tocopherol
(mg.kg−1)
γ-Tocopherol (mg.kg−1)α-Tocopherol
(mg.kg−1)
γ-Tocopherol (mg.kg−1)α-Tocopherol
(mg.kg−1)
γ-Tocopherol (mg.kg−1)
NAIK 3992OF18.99 ± 0.237.61 ± 0.098.09 ± 0.360.31 ± 0.039.34 ± 0.471.09 ± 0.06
PHNSNS9.27 ± 0.291.74 ± 0.044.62 ± 0.120.95 ± 0.06
NAIK 114OF9.02 ± 0.181.72 ± 0.056.71 ± 0.150.41 ± 0.016.93 ± 0.280.64 ± 0.05
PHNSNS6.14 ± 0.231.41 ± 0.03NSNS
NAIK 1122OF8.10 ± 0.033.01 ± 0.0411.30 ± 0.160.80 ± 0.035.25 ± 0.410.46 ± 0.02
PHNSNS9.96 ± 0.260.93 ± 0.044.38 ± 0.211.62 ± 0.03
NAIK 352OF18.10 ± 0.417.28 ± 0.058.13 ± 0.120.88 ± 0.028.17 ± 0.480.63 ± 0.03
PH11.50 ± 0.355.12 ± 0.437.54 ± 0.351.98 ± 0.145.29 ± 0.032.60 ± 0.03
Aragon F1OF18.44 ± 0.523.86 ± 0.112.15 ± 0.331.52 ± 0.0711.77 ± 0.640.88 ± 0.03
PHNSNS8.63 ± 0.240.72 ± 0.026.66 ± 0.410.77 ± 0.08
NAIK 3355OF10.98 ± 0.552.61 ± 0.1612.00 ± 0.120.84 ± 0.038.13 ± 0.620.44 ± 0.01
PHNSNS5.09 ± 0.121.02 ± 0.039.21 ± 0.160.28 ± 0.01
Cherrola F1OF15.31 ± 0.258.50 ± 0.089.16 ± 0.183.89 ± 0.066.82 ± 0.062.28 ± 0.07
PHNSNS7.78 ± 0.284.74 ± 0.144.03 ± 0.203.05 ± 0.16
Elán F1OFNSNS8.50 ± 0.182.16 ± 0.063.30 ± 0.181.55 ± 0.10
PH6.99 ± 0.272.53 ± 0.096.52 ± 0.121.29 ± 0.042.56 ± 0.090.86 ± 0.05
PrairieOF14.81 ± 0.121.63 ± 0.0611.35 ± 0.222.59 ± 0.036.95 ± 0.231.30 ± 0.03
SchoonerPHNSNS11.69 ± 0.270.70 ± 0.065.96 ± 0.381.46 ± 0.11
NAIK 3254OF13.95 ± 0.359.35 ± 0.0512.42 ± 0.202.58 ± 0.047.03 ± 0.501.72 ± 0.10
PHNSNS8.70 ± 0.241.19 ± 0.055.85 ± 0.450.81 ± 0.08
Unorosso F1OFNSNS7.64 ± 0.191.26 ± 0.038.09 ± 0.571.27 ± 0.12
PH6.65 ± 0.362.49 ± 0.149.43 ± 0.033.52 ± 0.01NSNS
NAIK 3451OF15.24 ± 0.265.60 ± 0.0710.80 ± 0.170.54 ± 0.036.97 ± 0.260.65 ± 0.03
PHNSNS7.86 ± 0.280.95 ± 0.033.86 ± 0.231.65 ± 0.15
NAIK 3270OF18.69 ± 0.195.04 ± 0.038.13 ± 0.314.68 ± 0.126.93 ± 0.422.38 ± 0.15
PHNSNS9.16 ± 0.292.76 ± 0.065.29 ± 0.201.00 ± 0.08
Mokka F1OF12.22 ± 0.183.61 ± 0.017.55 ± 0.181.67 ± 0.0510.05 ± 0.691.06 ± 0.07
PHNSNS8.38 ± 0.151.71 ± 0.013.35 ± 0.171.16 ± 0.05
Table 3. Antioxidant capacity (DPPH), polyphenol, and vitamin C concentrations in tomato samples during 2014–2016 under different growing technology (NS—no samples; OF—open field; PH—plastic house).
Table 3. Antioxidant capacity (DPPH), polyphenol, and vitamin C concentrations in tomato samples during 2014–2016 under different growing technology (NS—no samples; OF—open field; PH—plastic house).
GenotypeGrowing Technology201420152016
DPPH (mMTr/kg)Polyphenol (mg GAE/kg)Vitamin C (mg.kg−1)DPPH (mMTr/kg)Polyphenol (mg GAE/kg)Vitamin C (mg.kg−1)DPPH (mMTr/kg)Polyphenol (mg GAE/kg)Vitamin C (mg.kg−1)
NAIK 3992OF4.36 ± 0.04496.32 ± 13.33219.02 ± 11.830.97 ± 0.17371.67 ± 14.19142.98 ± 6.51.92 ± 0.03404.32 ± 31.9224.69 ± 11.14
PHNSNSNS0.76 ± 0.21287.58 ± 36.5699.59 ± 21.371.10 ± 0.28276.32 ± 38215.19 ± 6.17
NAIK 114OF2.71 ± 0.57320.1 ± 11.3972.39 ± 31.691.04 ± 0.3310.33 ± 3.6881.72 ± 15.211.24 ± 0.38348.98 ± 18.9186.60 ± 15.53
PHNSNSNS0.79 ± 0.16239.00 ± 33.2767.18 ± 12.78NSNSNS
NAIK 1122OF2.11 ± 0.35449.62 ± 15.96141.83 ± 35.281.59 ± 0.29369.08 ± 13.82175.48 ± 16.732.06 ± 0.38461.02 ± 18.6330.80 ± 34.27
PHNSNSNS2.38 ± 0.16396.03 ± 52.17179.21 ± 14.630.79 ± 0.03236.84 ± 16.3148.95 ± 6.65
NAIK 352OF0.56 ± 0.03428.1 ± 13.98309.3 ± 9.931.11 ± 0.3346.82 ± 37.6260.81 ± 17.871.87 ± 0.04345.46 ± 37.1249.67 ± 24.01
PH0.47 ± 0.06361.39 ± 39.7458.08 ± 11.70.78 ± 0.15245.25 ± 10.8494.20 ± 8.110.52 ± 0.04232.03 ± 20.8170.70 ± 9.24
Aragon F1OF3.02 ± 0.30394.58 ± 109.08186.01 ± 4.251.56 ± 0.27391.03 ± 26.67171.72 ± 21.332.22 ± 0.28416.85 ± 7.03336.25 ± 21.01
PHNSNSNS2.34 ± 0.06405.90 ± 53.06137.86 ± 26.971.16 ± 0.16282.93 ± 34.1198.01 ± 30.86
NAIK 3355OF1.73 ± 0.30407.09 ± 31.79236.51 ± 10.271.02 ± 0.22459.61 ± 68.03135.11 ± 20.451.86 ± 0.15314.08 ± 36.5354.28 ± 12.51
PHNSNSNS0.53 ± 0.09371.61 ± 29.1896.59 ± 7.023.41 ± 0.22377.23 ± 20.9244.65 ± 8.61
Cherrola F1OF1.99 ± 0.35804.12 ± 16.78289.85 ± 17.22.48 ± 0.19606.24 ± 53.12204.38 ± 28.643.97 ± 0.2579.19 ± 44.2191.08 ± 10.52
PHNSNSNS2.3 ± 0.13611.32 ± 35.5312.25 ± 19.642.01 ± 0.04546.30 ± 64702.61 ± 22.39
Elán F1OFNSNSNS1.13 ± 0.23354.46 ± 24.22175.74 ± 16.241.28 ± 0.31402.81 ± 76.5176.66 ± 8.07
PH0.33 ± 0.04363.24 ± 13.6888.34 ± 3.451.06 ± 0.16401.98 ± 31.41165.25 ± 15.890.84 ± 0.15336.15 ± 24.5223.11 ± 5.47
PrairieOF2.71 ± 0.38565.2 ± 63.33226.21 ± 9.831.39 ± 0.1377.35 ± 52.186.79 ± 15.062.07 ± 0.16324.57 ± 8.04235.53 ± 19.36
SchoonerPHNSNSNS0.97 ± 0.21414.01 ± 16.85161.75 ± 29.111.52 ± 0.17293.64 ± 49.5141.69 ± 13.19
NAIK 3254OF4.40 ± 0.47769.06 ± 74.55306.44 ± 56.871.65 ± 0.4449.21 ± 67.83156.87 ± 13.972.16 ± 0.18423.67 ± 25.95371.30 ± 20.19
PHNSNSNS2.11 ± 0.35365.59 ± 20.77293.04 ± 7.51.27 ± 0.16278.04 ± 10.48176.25 ± 5.51
Unorosso F1OFNSNSNS0.63 ± 0.05340.22 ± 59.45131.15 ± 14.571.41 ± 0.22250.63 ± 44.08136.86 ± 20.85
PH0.51 ± 0.05295.33 ± 16.3664.49 ± 12.910.66 ± 0.14358.35 ± 35.56144.80 ± 22.45NSNSNS
NAIK 3451OF3.16 ± 0.83429.73 ± 36.22183.55 ± 25.081.34 ± 0.29349.95 ± 26.28138.12 ± 17.32.02 ± 0.15338.19 ± 18.74363.11 ± 18.98
PHNSNSNS0.81 ± 0.22339.72 ± 36.63130.11 ± 15.630.91 ± 0.1222.48 ± 23.47185.41 ± 2.27
NAIK 3270OF3.82 ± 0.14398.42 ± 53.33137.61 ± 10.780.83 ± 0.09290.11 ± 27.8596.72 ± 12.811.84 ± 0.07336.13 ± 12.92210.39 ± 17.83
PHNSNSNS0.75±241.88 ± 32.2376.80 ± 19.080.91 ± 0.03303.47 ± 11.7152.46 ± 0.36
Mokka F1OF3.02 ± 0.30395.71 ± 1.89177.97±1.42±339.36 ± 53.18130.47 ± 26.112.23 ± 0.27348.14 ± 29.67347.15 ± 2.19
PHNSNSNS0.53±330.40 ± 58.62153.80 ± 19.170.79 ± 0.11352.72 ± 32.9150.77 ± 4.6
Table 4. Pearson correlation analysis among bioactive components, resistance level, fielding technology fruit size, and type of tomato. ** Correlation is significant at the 0.01 level (2-tailed). * Correlation is significant at the 0.05 level (2-tailed).
Table 4. Pearson correlation analysis among bioactive components, resistance level, fielding technology fruit size, and type of tomato. ** Correlation is significant at the 0.01 level (2-tailed). * Correlation is significant at the 0.05 level (2-tailed).
Correlations 2014–2016
A-TocopherolG-TocopherolDPPHTotal PolyphenolLycopeneB-CaroteneVitamin CResistanceTechnologySizeType
a-tocopherol1
g-tocopherol0.580 **1
DPPH0.455 **0.339 **1
polyfenol0.469 **0.557 **0.541 **1
lycopene−0.349 **−0.457 **−0.362 **−0.355 **1
b-carotene−0.113−0.161 *−0.0400.1090.477 **1
vitamin C−0.0350.0980.330 **0.365 **0.0560.158 *1
resistance0.0260.1570.0830.302 **0.0320.422 **0.162 *1
technology0.397 **0.1160.479 **0.383 **−0.259 **0.0190.157−0.0061
size−0.101−0.209 *−0.184 *−0.319 **−0.146−0.314 **−0.365 **−0.591 **0.0471
type−0.200 *−0.0580.0530.175 *−0.360 **0.1040.0300.197 *0.0690.1211
Table 5. Basic information on the analyzed tomato samples. Resistance against: V = Verticillium dahlia, F0 = Fusarium oxysporum f.sp. Lycopersici race 0; F1 = Fusarium oxysporum f.sp. Lycopersici race 1; Pt = Pseudomonas syringae pv. Tomato; Tm = ToMV, TMV, N = Meloidogyne sp.; C5 = Fulvia fulva (=Cladosporium fulvum).
Table 5. Basic information on the analyzed tomato samples. Resistance against: V = Verticillium dahlia, F0 = Fusarium oxysporum f.sp. Lycopersici race 0; F1 = Fusarium oxysporum f.sp. Lycopersici race 1; Pt = Pseudomonas syringae pv. Tomato; Tm = ToMV, TMV, N = Meloidogyne sp.; C5 = Fulvia fulva (=Cladosporium fulvum).
GenotypeTypeSize of Fruit (g)Resistance
Elán F1fresh market90–100-
Cherrola F1fresh market15–20V, F0
NAIK parent line/NAIK 114fresh market120–140V, F0, F1, Tm, C5, N
NAIK 1122fresh market110–130V, F0, F1, Tm, C5, N
Prairie Schooner (gene bank)fresh market20–23V, F0
NAIK 3254industrial20–22V, F0
Aragon F1industrial70–80V, F0, F1, Pt, N
NAIK parent line/NAIK 352industrial60–65V, F0, F1, Pt, N
Unorosso F1industrial60–70V, F0
NAIK 3355industrial70–80V, F0, F1, Pt, N
NAIK 3451industrial70–80V, F0, F1, Pt, N
NAIK 3270industrial70–80V, F0, F1, Pt, N
NAIK 3992industrial60–65V, F0, F1, Pt, N
Mokka F1industrial75–80V, F0, F1, Pt, N
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Schmidt-Szantner, B.; Berki, M.; Lengyel-Kónya, É.; Milotay, P.; Molnár-Mondovics, Á.; Daood, H.G.; Tömösközi-Farkas, R. Investigation of Bioactive Components in New Resistant Hungarian Tomato Hybrids. Plants 2022, 11, 3408. https://doi.org/10.3390/plants11233408

AMA Style

Schmidt-Szantner B, Berki M, Lengyel-Kónya É, Milotay P, Molnár-Mondovics Á, Daood HG, Tömösközi-Farkas R. Investigation of Bioactive Components in New Resistant Hungarian Tomato Hybrids. Plants. 2022; 11(23):3408. https://doi.org/10.3390/plants11233408

Chicago/Turabian Style

Schmidt-Szantner, Barbara, Mária Berki, Éva Lengyel-Kónya, Péter Milotay, Ágnes Molnár-Mondovics, Hussein G. Daood, and Rita Tömösközi-Farkas. 2022. "Investigation of Bioactive Components in New Resistant Hungarian Tomato Hybrids" Plants 11, no. 23: 3408. https://doi.org/10.3390/plants11233408

APA Style

Schmidt-Szantner, B., Berki, M., Lengyel-Kónya, É., Milotay, P., Molnár-Mondovics, Á., Daood, H. G., & Tömösközi-Farkas, R. (2022). Investigation of Bioactive Components in New Resistant Hungarian Tomato Hybrids. Plants, 11(23), 3408. https://doi.org/10.3390/plants11233408

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop