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Article

Comparative Evaluation of Tomato Hybrids and Inbred Lines for Fruit Quality Traits

by
Ilias D. Avdikos
1,*,
Rafail Tagiakas
1,
Pavlos Tsouvaltzis
2,
Ioannis Mylonas
3,
Ioannis N. Xynias
4 and
Athanasios G. Mavromatis
1
1
Laboratory of Genetics and Plant Breeding, School of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
2
Laboratory of Vegetable Crops, School of Agriculture, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
3
Institute of Plant Breeding and Genetic Resources, Hellenic Agricultural Organization–“Demeter”, 57001 Thessaloniki, Greece
4
School of Agricultural Sciences, University of Western Macedonia, Terma Kontopoulou, 53100 Florina, Greece
*
Author to whom correspondence should be addressed.
Agronomy 2021, 11(3), 609; https://doi.org/10.3390/agronomy11030609
Submission received: 13 February 2021 / Revised: 9 March 2021 / Accepted: 19 March 2021 / Published: 23 March 2021
(This article belongs to the Special Issue Genetic Improvement of Vegetable Crops)

Abstract

:
Tomato is one of the most consumed fruit vegetables globally and is a high dietary source of minerals, fiber, carotenoids, and vitamin C. The tomato is also well known for its nutraceutical chemical content which strengthens human immune systems and is protective against infectious and degenerative diseases. For this reason, there has been recent emphasis on breeding new tomato cultivars with nutraceutical value. Most of the modern tomato cultivars are F1 hybrids, and many of the characteristics associated with fruit quality have additive gene action; so, in theory, inbred vigor could reach hybrid vigor. A sum of 20 recombinant lines was released from the commercial single-cross hybrids Iron, Sahara, Formula, and Elpida, through a breeding process. Those recombinant lines were evaluated during spring–summer 2015 under organic farming conditions in a randomized complete block design (RCBD) experimental design with three replications. A sum of eleven qualitative characteristics of the fruit was recorded on an individual plant basis. Results from this study indicated that the simultaneous selection of individual tomato plants, both in terms of their high yield and desired fruit quality characteristics, can lead to highly productive recombinant lines with integrated quality characteristics. So, inbred vigor can reach and even surpass hybrid vigor. The response to selection for all characteristics evaluated shows additive gene action of all characteristics measured. These recombinant lines can fulfill this role as alternatives to hybrid cultivars and those that possess high nutritional values to function as functional-protective food.

1. Introduction

Tomato (Solanum lycopersicum L.) is one of the most economically important vegetable crops, being widely grown and appreciated for its organoleptic and nutritional properties. Its cultivation covers 4.76 million hectares with an annual production of 182 million tons [1]. The tomato is one of the most consumed vegetables globally and is a high dietary source of minerals (potassium, magnesium, phosphorus), fibers, carotenoids, and vitamin C [2]. Many nutraceutical compounds produced by tomato are protective against infectious [3,4] and degenerative human diseases, such as cardiovascular diseases [5] or certain cancers [6,7] and strengthen our immune system [8]. For this reason, there has been recent emphasis on breeding new tomato cultivars with high nutraceutical value.
The cultivated tomato is a self-pollinated species, and its mating system determines the choice of the suitable breeding method for the improvement of quality traits. In the past, tomato cultivars were inbred lines produced through the selection process of populations after several selfing generations [9]. Nevertheless, most of the modern cultivars are F1 hybrids, produced by crossing two complementary inbred lines. F1 hybrids are utilized since they drive benefit from heterosis for several traits and protect breeders’ innovations. Generally, modern tomato hybrids are uniform and highly productive. They originate from a reduced gene pool, and are bred for a few traits of major interest for the fresh market or and processing industries. However, this often results in the absence of those fruit quality traits important to consumers, such as flavor [10].
Heterosis or hybrid vigor is a widely documented phenomenon in tomato and is manifested as an improved performance of F1 hybrids over both parents. More than 50%–60% of tomato heterotic performance studies focused on heterosis for yield and yield components [11]. This percentage was approximately stable even though tomato breeders’ efforts have strongly focused on nutritional value, safety and sensory quality of a food product, tolerance to abiotic stress, etc. during the last two decades. Based on these reports and numerous other studies, it seems that heterosis in tomato was observed for many quantitative traits, almost all of them being of breeding interest. Heterosis has been found for characteristics related to fruit quality, for instance, pericarp thickness [12,13,14,15], total soluble solids, and dry matter content [12,13,14,16,17,18,19,20], lycopene and β-carotene content in fruits [21,22,23,24], and number of locules per fruit [25].
As mentioned previously, a significant number of tomato genetic studies and breeding programs in recent years emphasized improving fruit nutritional value, and sensory and market quality. This entailed determining the genetic basis of several characteristics related to these traits. Lycopene content was found to have dominant gene action [13], total soluble solids additive [26], β-carotene content additive and non-additive [13,27], pericarp thickness and dry matter content additive [28,29,30,31], number of locules per fruit non-additive and additive [32,33,34], fruit shape additive and non-additive [34,35], and fruit width and length additive [36].
In self-fertilized crops like tomato, where additive genetic variation predominates, it is always feasible to fix and transgress heterosis. The most significant advantage from emphasizing selection for inbred instead of hybrid vigor is the constant and efficient exploitation of additive genetic variation responsible for genetic advances through selection. Fasoula and Fasoula [37] pointed out that in such cultivars as tomato, inbred vigor could be superior to hybrid vigor. Thus, this work aims to compare hybrid vigor with inbred vigor in terms of tomato’s fruit quality characteristics. Based on previous research, many of the characteristics associated with tomato fruit quality have additive gene action; so in theory, inbred vigor could be similar to hybrid vigor.

2. Materials and Methods

2.1. Plant Material

The commercial tomato F1 single-cross hybrids ‘Iron’, ‘Sahara’, ‘Formula’, and ‘Elpida’ were used as the genetic source materials. The above cultivars (cvrs.) cover 20% (cvrs. ‘Iron’ and ‘Sahara’) and 50% (cvrs. ‘Formula’ and ‘Elpida’) of the total tomato cropping area in Greece [38]. The traditional cultivar ‘Makedonia’, one of the most popular tomato inbred lines in Greece, was used as control. ‘Makedonia’ is a cultivar developed at the Agricultural Research Center of Northern Greece (ARCNG), by using the pure line breeding method of a local tomato population. This important indeterminate cultivar has been widely used in the traditional farming and low-input cropping systems. It is characterized by preferable physicochemical and sensory properties with attractive and tasty fresh fruits.

2.2. Methodology

Mass selection of the hybrids ‘Iron’ and ‘Sahara’ was applied for two generations to produce F3 segregating generations, and this was followed by recurrent selection to produce HS5 recombinant lines. These lines were produced after pollination of selected plants by a mixture of pollen from the previous cycle’s selected plants. Pollen donors were those plants that combined the desired performance in terms of yield components and fruit quality characteristics [39]. Finally, four recombinant half sib tomato lines, two from each of the two parental hybrids were selected.
Two commercial tomato hybrids that resemble ‘Sahara’ and ‘Iron’ in F2 generation inbreeding depression were determined from 20 commercial tomato hybrids. ‘Formula’ and ‘Elpida’ hybrids were selected for continuing the breeding process. Pedigree selection under low plant density was applied for two seasons to these two hybrids, in a honeycomb design. This was followed by pedigree selection and evaluation of progenies at recommended plant density conditions using a randomized complete block design (RCBD) (Figure 1). At the end of all pedigree processes (F5), a sum of sixteen recombinant lines, eight from each hybrid, were selected based on all the desirable characteristics, including earliness, productivity, and fruit quality traits.

2.3. Selection and Assessment Procedure

A sum of 20 recombinant lines obtained from the commercial single-cross hybrids Iron, Sahara, Formula, and Elpida, were evaluated. The experiment was performed under organic farming conditions, during spring–summer 2015, in a non-heated greenhouse at the farm of the ARCNG, Thermi–Thessaloniki (40°32 N lat., 22°59 E long., 3 m alt.). The experimental plant material was prepared conventionally. Uniform seedlings were hand-transplanted on 15 April 2015, at a density of 2 plants/m2. The high wire one-stem training system was used. The greenhouse was shaded in June, July, and August. A randomized complete block design (RCBD) experimental design was used, with three replications, with each experimental unit consisting of ten plants. Organic (low input) cropping practices were followed (manure, field rotation with legumes, soil mulching using a biodegradable film, and no chemical applications). Composted poultry manure, 3 t ha−1 (dry weight) was used as the primary nutrient source. All observations were taken on an individual plant basis, and for each entry, qualitative characteristics of the fruit were determined.

2.4. Traits Evaluated

Two red ripe stage fruits were harvested (the first and second fruit of the second cluster of each plant), and their nutritional composition was evaluated in the laboratory of vegetable crops at the farm of Aristotle University of Thessaloniki. The total solids were determined on blended samples of two sections of each fruit after oven drying at 70 °C. The total soluble solids (TSS) were determined with the use of an Atago PR-100 hand refractometer on the juice taken from each sample. The other fruit sections of each sample were frozen. These samples were later thawed and mixed in a blender. The blended material was used for determination of ascorbic acid, total soluble phenols, total carotenoids, and lycopene content, as well as total antioxidant capacity.
For the extraction of ascorbic acid, 25 g of blended tomato fruit material was homogenized with 50 mL of 1% oxalic acid solution and filtered through Whatman No 1 filter paper. Ascorbic acid content was measured in the filtrate using a RQflex reflectrometer (Merck, Darmstadt, Germany).
For the determination of total soluble phenols and total antioxidant capacity, 5 g of the blended material was homogenized with 25 mL of 80% methanol, centrifuged at 5000× g for 20 min and filtered through Whatman No 1 filter paper. Total soluble phenols were determined in the supernatant following the method of Scalbert et al. [40], using gallic acid for the standard curve. The results are expressed as μg gallic acid equivalents (GAE) per g fresh weight.
Total antioxidant capacity was determined following the method of Brand-Willams et al. [41]. In particular, 200 μL of the supernatant was added to 2800 μL 100 μΜ 2,2-diphenyl-1-picrylhydrazyl (DPPH) solution in 95% methanol in a test tube, vortexed and kept in darkness for 1 h at room temperature. The absorbance was measured at 517 nm in a spectrophotometer and ascorbic acid was used for the standard curve. The radical scavenging capacity of DPPH, representing the total antioxidant capacity, was expressed as mg ascorbic acid equivalents (AEAC) per 100 g fresh weight.
The extraction and the determination of total carotenoids, β-carotene and lycopene content were performed according to Lichtenthaler and Wellburn [42] and D’Souza et al. [43]. For the extraction of carotenoids, 1 g of blended material was mixed with 15 mL of 80% acetone, vortexed, centrifuged at 14,000 rpm for 10 min at 20 °C and the supernatant filtered through Whatman No 1 in 25 mL volumetric vials. Another 10 mL of 80% acetone was added to the residue, and samples were shaken at 150 rpm for 10 min. The samples were filtered again and added to the previous filtrates. The vials were filled with 80% acetone and the absorbance of the filtrates was measured in a spectrophotometer at 470, 662, and 645 nm for the determination of total carotenoids and at 450 and 503 nm for β-carotene and lycopene. Total and individual carotenoid contents are expressed as μg/g f.w.
The thickness of fruit pericarp (mm), the size of the peduncle inside the fruit (mm), the number of fruit locules, and the intensity of the internal color of fruit at maturity (1:weak, 5:strong) were also determined.

2.5. Statistical Analyses

A randomized complete block design (RCBD) with three replications was used. Data were subjected to analysis of variance (ANOVA), with genotypes as fixed factor and blocks as random, and Scott–Knott cluster test at 5% probability and significance level [44]. The correlations between the characteristics were performed using the Pearson correlation coefficient (rp) and were determined for significance level a = 0.01. All statistical analyses were performed using the SPSS software package (ver. 18, SPSS Inc., Chicago, IL, USA).

3. Results

Five recombinant lines originating from the ‘Formula’ hybrid had an inbred vigor up to 25% for TSS content. ‘Formula’ F5-1 recombinant line also outperformed the parental hybrid (Table 1). The recombinant lines of ‘Elpida’, had lower TSS content compared to the original hybrid by 9% to 25%. Both ‘Iron’ and ‘Sahara’ recombinant lines did not differ from their respective hybrids in TSS. ‘Iron’ HS6-3 and ‘Sahara’ HS6-2 lines showed a small amount of inbred vigor (2% and 3%, respectively) compared to their hybrids. The domestic inbred cultivar ‘Makedonia’ showed one of the highest TSS values in this characteristic with 6.37 °Brix. However, ‘Formula’ F5-1 reached 6.50 °Brix, having the best performance of all entries (Table 1).
All recombinant inbred lines derived from ‘Formula’ hybrid had similar or better total solids content than the original F1 hybrid. Three lines, ‘Formula’ F5-6, ‘Formula’ F5-7, and ‘Formula’ F5-8 had total solid contents that indicated inbred vigor of 14%, 17%, and 12%, respectively. In comparison, recombinant lines originating from ‘Elpida’ hybrid had an inbreeding depression between 11% to 21% for total solids, while recombinant lines ‘Iron’ HS6-3 and ‘Sahara’ HS6-2, exceeded the parental hybrid by 6% and 16%, respectively. The domestic cultivar ‘Makedonia’ had the highest total solids values, although there were four recombinant lines along with ‘Elpida’ hybrid, that did not differ from this cultivar.
All tomato genetic material evaluated did not differ for β-carotene concentration in fruit. Recombinant lines, ‘Formula’ F5-3, ‘Formula’ F5-6, ‘Formula’ F5-7, and ‘Sahara’ HS6-2 exceeded their parental hybrids by 2%, 15%, 11%, and 1%, respectively (Table 2). The domestic cultivar ‘Makedonia’ had the best performance with 15.57 μg/g f.w. In addition, recombinant lines ‘Elpida’ F1 hybrid, ‘Elpida’ F5-6, and ‘Elpida’ F5-5, also revealed high β-carotene contents of 12.45, 12.37, and 12.35 μg/g f.w., respectively.
For fruit carotenoid content, the recombinant lines ‘Formula’ F5-7 and ‘Formula’ F5-8 had 39.13 and 39.04 μg/g f.w., respectively), which was similar to the parental hybrid (Table 2). Similarly, three recombinant ‘Elpida’ lines, ‘Elpida’ F5-3, ‘Elpida’ F5-5, and ‘Elpida’ F5-6, did not differ (p < 0.05) from ‘Elpida’ F1 hybrid for total carotenoids. The two recombinant lines of ‘Iron’ did not differ from the hybrid with ‘Iron’ HS6-2, having a small inbred vigor of 3%. In ‘Sahara’ and its recombinant lines, ‘Sahara’ HS6-2 possessed a non-significant inbred vigor of 13%. ‘Formula’ and ‘Elpida’ hybrids as well as recombinant lines, ‘Elpida’ F5-3, ‘Elpida’ F5-5, and ‘Sahara’ HS6-2, had higher carotenoid contents than the domestic cultivar ‘Makedonia’ (41.75 μg/g f.w.) in fruit carotenoids (Table 2).
All tomato hybrids and recombinant lines did not differ for fruit lycopene content. However, the recombinant lines of both ‘Formula’ and ‘Elpida’ had inbreeding depressions ranging from 4% to 45% compared to the parental hybrids. ‘Iron’ HS6-2 and ‘Sahara’ HS6-2 showed an inbred vigor of 6% and 21%, respectively, compared to their parental hybrids. The domestic cultivar ‘Makedonia’ had one of the lowest lycopene contents of 17.91 μg/g f.w., while recombinant line ‘Sahara’ HS6-2 had the highest of 27.44 μg/g f.w.
For fruit phenols content, all recombinant ‘Formula’ lines showed an increased inbred vigor of 7% to 73% (Table 3). The recombinant line ‘Elpida’ F5-4 was similar to the parental hybrid, while ‘Elpida’ F5-1 and ‘Elpida’ F5-6 exceeded the hybrids’ values by 5% to 10%. In ‘Iron’, the recombinant lines exhibited a small inbreeding depression from 5%-19%, while ‘Sahara’ HS6-2 showed an inbred vigor increase of 5%. The domestic variety ‘Makedonia’ had the greatest fruit phenols content at 0.29 μg/g f.w.
Regarding tomato fruit total antioxidant content, four recombinant lines of ‘Formula’ showed an inbred vigor ranging from 4% to 37% (Table 3). The ‘Formula’ F5-1 line had 27.44 mg Asc/100 g f.w., which was greater than the parental hybrid and all other recombinant lines. Although six recombinant lines of ‘Elpida’ had vigor increases up to 15%, all were similar to the parental hybrid. Compared with the parental hybrid the recombinant line ‘Iron’ HS6-2 had a 10% inbreeding depression while line ‘Iron’ HS6-3 had similar inbred vigor. For ‘Sahara’ recombinant lines, ‘Sahara’ HS6-1 had a slight inbreeding depression of 18%, while ‘Sahara’ HS6-2 had a 9% inbred vigor. The domestic variety ‘Makedonia’ had the highest antioxidant content with 28.13 mg Asc/100 g f.w.
For pericarp thickness, the lines originating from ‘Formula’ did not differ. However, the recombinant line ‘Elpida’ F5-4 had higher pericarp thickness (10.27 mm) than all other genetic ‘Elpida’ materials, including the parental hybrid. In comparison, the recombinant line ‘Elpida’ F5-3 had a thinner pericarp than other ‘Elpida’ genetic materials, at 7.28 mm. The recombinant lines derived from ‘Iron’ and ‘Sahara’ hybrids did not differ in pericarp thickness from their original hybrids. In addition, ‘Makedonia’ had the lowest values for this characteristic.
For the undesirable feature of peduncle size inside the fruit, most recombinant ‘Formula’ lines had higher values than the hybrid, while the recombinant lines of ‘Elpida’ and ‘Iron’ tended to have lower values (Table 4). The recombinant line ‘Sahara’ HS6-2 exhibited a smaller peduncle size inside the fruit (1.43 cm) than the parental hybrid (1.53 cm) (Table 4).
For the number of fruit locules, most recombinant lines exhibited inbreeding depression (Table 5). However, three lines were exceptions having increased vigor from their parental hybrids, ‘Formula’ F5-3, ‘Elpida’ F5-3, and ‘Sahara’ HS6-1, at 3%, 8%, and 14%, respectively.
For the intensity of the internal red color in fruit at maturity, most of the recombinant lines of ‘Formula’ showed vigor improvement, which reached 84% in line ‘Formula’ F5-8. The recombinant lines ‘Elpida’ F5-3 and ‘Elpida’ F5-7 had a slight improvement in inbred vigor at 11% and 4%, respectively, compared to the parental hybrid. The two recombinant ‘Iron’ lines exhibited slight inbreeding depression of 14% and 19%. Finally, the recombinant line ‘Sahara’ HS6-2 had a slight inbred vigor increase of 10% for internal fruit color.

4. Discussion

Tomato is a ‘protective food’ since it is rich in minerals, vitamins, antioxidants, and organic acids [46,47]. Beside contributing nutritive elements, color, and flavor to the diet, tomato fruit also has many nutraceutical benefits [48]. Moreover, as a valuable source of antioxidants, or chemo-protective compounds, it is often termed a ‘functional food’ [49]. The antioxidant potential of tomato results from a mixture of antioxidant biomolecules, including lycopene and phenols [50]. Although breeding efforts in tomato started more than 200 years ago [51], it was not until the 1950s that breeding programs released multipurpose cultivars that fulfilled several needs like productivity, tolerances to abiotic stresses, broad adaptability to different environments, and early fruit maturity. Following market requirements, traditional breeding programs focused their attention on these external features in combinations with higher yields and disease resistance, ignoring other important aspects such as flavor or functional characteristics. Over the last few decades, flavor has been a focus in breeding programs due to consumers’ continuous complaints about the loss of traditional organoleptic characteristics in vegetables [52]. Nowadays, consumers are aware of food products’ functional characteristics, and more consumers choose foods based on improved health characteristics. The nutrition importance of tomato in human diets indicates a need to develop cultivars rich in vitamins, nutrients, and antioxidants, besides fruit yield [53].
Since the 1980s, the emphasis of new cultivar development has focused on the production of F1 hybrids [54]. Replacement of inbred lines with hybrids has remarkably increased yield. Thus, the phenomenon of heterosis for yield components and quality traits have been extensively studied. A prerequisite for improvement through heterosis breeding is the knowledge of its extent for yield and quality component characters. Many researchers claim that the use of hybrids in tomato is more due to protection of breeders’ research investment than the benefits of heterosis per se [55,56]. Avdikos et al. [45] produced elite inbred recombinant lines that surpassed hybrids in productivity.
The total soluble solids content of tomato fruit is a crucial trait, because it affects the final product flavor and consistency, and determines the final yield after processing. Kumar et al. [57] found that the heterobeltiotic effects of total tomato soluble solids were 32.68%. Comparable results have also been reported by Singh et al. [36], Kumari and Sharma [58], and Graca et al. [59]. In this study, several recombinant lines of ‘Formula’, ‘Iron’ and ‘Sahara’ tomato surpassed their corresponding hybrids, with inbred vigor ranging from 2% to 25%. For total solids, a characteristic found to have a high correlation with total soluble solids (r = 0.71), the recombinant lines had similar behavior having inbred vigor up to 17%.
Tomato is consumed year-round and characterized only by moderate nutritional value. However, it is an essential source of carotenoids, which are protective against infection [3,4] and degenerative diseases such as cardiovascular diseases [5] or certain cancers [6,7]. Breeding has targeted tomato fruit color, which is a basic fruit quality objective, demanded by markets. This trait is conferred by carotenoid pigments (mainly lycopene and carotene) and reflects significant antioxidant properties. Fruit color improvement has indirectly led to improved tomato functional and nutritional value. This situation explains why breeding for improved carotenoid content is far more advanced than any other bioactive compounds. Kumar et al. [60] found heterosis for total carotenoids content of 29.53%. In our study, two recombinant lines, one of ‘Iron’ and another of ‘Sahara’, showed inbred vigor of 3% and 13% from their corresponding hybrids for carotenoid content. For β-carotene, four recombinant lines, three originating from ‘Formula’ and one from ‘Sahara’ had inbred vigor ranging from 2% to 15%.
Lycopene is responsible for red color in the tomato fruit, and deep, uniformly red-colored tomato fruits are preferred for both processing and table purposes. Moreover, lycopene is an antioxidant characterized by immuno-stimulatory properties and protects cells against oxidative damage, thereby preventing or reducing the risk of several cancers [61] and cardiovascular disease [62]. Many researchers have reported heterosis in terms of lycopene content in tomato fruit, including Garg et al. [63] (heterosis 134%), Kumar et al. [60] (heterosis 26%), and Kumar et al. [64] (heterosis 60%). As shown in this study, two recombinant lines, one for each ‘Iron’ and ‘Sahara’, had inbred vigor up to 21% for lycopene content.
Kumar et al. [60] found that the heterosis level for phenolic compounds reached 39%. In this experiment, almost all hybrids produced recombinant lines with high inbred vigor levels that reached up to 73%. Tomato antioxidants include vitamins such as ascorbic acid and tocopherols, phenolic compounds such as flavonoids, and carotenoids such as beta-carotene, a precursor of vitamin A, as well as lycopene, which is responsible for the red color of the fruit [65,66,67,68,69]. Kumar et al. [60] found 10.42% heterosis for total antioxidants in tomato fruit. In this experiment, 12 recombinant lines derived from tomato hybrids exhibited inbred vigor up to 37%.
Pericarp thickness in tomato fruit is desirable because it imparts firmness, making fruits suitable for canning, better storage, and long-distance transportation [70,71,72]. Heterosis for pericarp thickness has been described by Patil and Patil [12], Daskaloff et al. [13], and Dod and Kale [14], and for fruit firmness by Wang et al. [73], Resende et al. [74], and Atanassova et al. [75]. Kumar et al. [64] found heterosis of 57% for pericarp thickness. In this experiment, eight recombinant lines provided inbred vigor up to 22%, compared with their respective original hybrids. As for the undesirable characteristic of peduncle size inside the fruit, seven recombinant lines had inbred vigor up to 33%, while all the others showed inbreeding depression that reached 45%.
For tomato fruit quality, reduction of locule number is desirable and a negative estimate of heterosis is valuable. Thus, heterosis breeding can be exploited very well to reduce the number of locules per fruit. These results agree with Kulkarni [76], Prashanth [77], and Duhan et al. [78]. Singh et al. [36] found heterosis of 25% as for locule number. In our study, four recombinant lines possessed inbred vigor up to 14%, while the inbreeding depression of all others reached 34%.
Fruit color is one of the most important fruit quality traits, both in processing and in fresh market tomatoes [79]. Customers prefer tomatoes with intense red color inside the fruit, which indicates for them a high quality. Six recombinant lines of ‘Formula’, two from ‘Elpida’ and one from ‘Sahara’ had higher values than their original hybrid for this trait.
Tomato landraces often have superior fruit quality traits compared to hybrids [80,81,82]. ‘Makedonia’ is a dynamic Greek domestic cultivar [45] and it was used as a control for fruit quality evaluations in this study. Although this cultivar had the highest amount of total solids, β-carotene, phenols, and antioxidants, hybrid recombinant lines were better than ‘Makedonia’ for other fruit quality characteristics, indicating that the recombinant lines had excellent fruit quality.
Pure line cultivars in autogamous crops, such as tomato, carry a very low load of deleterious genes. Continuous selfing and natural or artificial selection in these cultivars has allowed homozygosity to exploit favorable additive gene action, accompanied by simultaneous gradual removal of deleterious genes. Predominance of pure lines in this group is attributed to the increased amount of the gene product due to additive homoallelic complementation, leading to the so-called inbred vigor [37,83]. As shown from our results, after applying plant breeding methodologies and selecting plants that meet high levels of fruit quality, it is possible to create recombinant lines that show inbred vigor and are equal or even better than the original hybrids. In this study the use of pedigree selection, with honeycomb design, in the first segregating generations of tomato hybrids, was a crucial factor in creating elite inbred recombinant lines. Similar results presented by Fisher [84,85] concluded that there should be new attempts to validate this methodology. The response to selection of the recombinant tomato lines indicates that the characteristics, total soluble content, total solids, β-carotene, carotenoids, lycopene, phenols, antioxidants, pericarp thickness, size of peduncle inside the fruit, locule number, and internal color of fruits in maturity have additive gene action.

5. Conclusions

Tomato pure lines with inbred vigor that can achieve or even exceed hybrid vigor in fruit quality characteristics could be created using the appropriate breeding methodology. The honeycomb design applied in this study simultaneously with pedigree selection at the first segregating generations improved selection effectiveness and ultimately produced elite inbred recombinant lines. In tomato, a self-pollinated species with a high load of additive genes, it is possible for inbred vigor to reach and even surpass hybrid vigor. The simultaneous selection of individual plants, both in terms of their high yield and the desired fruit quality characteristics, led to highly productive recombinant lines with integrated quality characteristics. The response to selection for all characteristics evaluated shows the additive gene action for all characteristics measured.
The prevailing tendency in the market is to produce products that meet consumers’ high demands regarding their high quality and superior nutritional value. These recombinant lines of tomato presented in this study can fulfill this role as alternatives to hybrid cultivars, and possess high nutritional values to act as a functional-protective food.

Author Contributions

Conceptualization, I.D.A. and A.G.M.; data curation, I.D.A., R.T., P.T., I.M., I.N.X. and A.G.M.; formal analysis, I.D.A. and I.M.; investigation, I.D.A., R.T., P.T., I.M., I.N.X. and A.G.M.; methodology, I.D.A., P.T. and A.G.M.; project administration, I.D.A. and A.G.M.; resources, A.G.M.; supervision, I.D.A. and A.G.M.; validation, I.D.A., P.T. and A.G.M..; visualization, I.D.A.; supervision, I.D.A. 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.

Acknowledgments

We thank Panagiotis Kalaitzis and Fokion Papathanasiou for their assistance with the initial literature review, their comments and suggestions.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Esposito, S.; Cardi, T.; Campanelli, G.; Sestili, S.; Díez, M.J.; Soler, S.; Prohens, J.; Tripodi, P. ddRAD sequencing-based genotyping for population structure analysis in cultivated tomato provides new insights into the genomic diversity of Mediterranean ‘da serbo’ type long shelf-life germplasm. Hortic. Res. 2020, 7, 134. [Google Scholar] [CrossRef]
  2. Bramley, P.M. Is lycopene beneficial to human health? Phytochemistry 2000, 54, 233–236. [Google Scholar] [CrossRef]
  3. Ross, D.A. Vitamin A and public health: Challenges for the next decade. Proc. Nutr. Soc. 1998, 57, 159–165. [Google Scholar] [CrossRef] [Green Version]
  4. Tee, E.; Lee, C.Y. Carotenoids and retinoids in human nutrition. Crit. Rev. Food Sci. Nutr. 1992, 31, 103–163. [Google Scholar] [CrossRef] [PubMed]
  5. Marchioli, R.; Schweiger, C.; Levantesi, G.; Tavazzi, L.; Valagussa, F. Antioxidant vitamins and prevention of cardiovascular disease: Epidemiological and clinical trial data. Lipids 2001, 36, 53–63. [Google Scholar] [CrossRef] [PubMed]
  6. Byers, T.; Guerrero, N. Epidemiologic evidence for vitamin C and vitamin E in cancer prevention. Am. J. Clin. Nutr. 1995, 62, 1385–1392. [Google Scholar] [CrossRef]
  7. O’Toole, P.; Lombard, M. Vitamin C and gastric cancer: Supplements for some or fruit for all? Gut 1996, 39, 345–347. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  8. Cappetta, E.; Andolfo, G.; Di Matteo, A.; Barone, A.; Frusciante, L.; Ercolano, M.R. Accelerating Tomato Breeding by Exploiting Genomic Selection Approaches. Plants 2020, 9, 1236. [Google Scholar] [CrossRef]
  9. Causse, M.; Damidaux, R.; Rousselle, P. Traditional and Enhanced Breeding for Quality Traits in Tomato. In Genetic Improvement of Solanaceous, 1st ed.; Razdan, M.K., Mattoo, A.K., Eds.; CRC Press: Boca Raton, FL, USA, 2006; Volume 2, pp. 153–192. [Google Scholar] [CrossRef]
  10. Klee, H.J.; Tieman, D.M. The genetics of fruit flavour preferences. Nat. Rev. Genet. 2018, 19, 347–356. [Google Scholar] [CrossRef] [PubMed]
  11. Atanassova, B.; Georgiev, H. Expression of Heterosis by Hybridization. In Genetic Improvement of Solanaceous, 1st ed.; Razdan, M.K., Mattoo, A.K., Eds.; CRC Press: Boca Raton, FL, USA, 2006; Volume 2, pp. 113–151. [Google Scholar] [CrossRef]
  12. Patil, A.A.; Patil, S.S. Heterosis for some quality attributes in tomato. J. Maharashtra Agric. Univ. 1988, 13, 241. [Google Scholar]
  13. Daskaloff, C.; Konstantinova, M.; Molle, E.; Baralieva, D. Genetic Studies on Tomato Quality, 1st ed.; Bulgarian Academy of Sciences Press: Sofia, Bulgaria, 1990. [Google Scholar]
  14. Dod, V.N.; Kale, P.B. Heterosis for certain quality traits in tomato (Lycopersicon esculentum Mill.). Crop Res. 1992, 5, 302–308. [Google Scholar]
  15. Savita, T.; Singh, J.P. Heterosis for quality traits in tomato. Asian J. Plant Sci. Res. 2015, 5, 27–32. [Google Scholar]
  16. Yadav, E.D.; Kale, P.N.; Wavhal, K.N. Genetic analysis of fruit dry matter in tomato. Vegetable Sci. 1988, 15, 49–54. [Google Scholar]
  17. Shrivastava, A.K. Heterosis and inbreeding depression for acidity, total soluble solids, reducing sugar and dry matter content in tomato (Lycopersicon esculentum Mill.). Adv. Plant Sci. 1998, 11, 105–110. [Google Scholar]
  18. Mageswari, K.; Natarajan, S. Studies on heterosis for yield and quality in tomato (Lycopersicon esculentum Mill.). South Ind. Hortic. 1999, 47, 216–217. [Google Scholar]
  19. Tiwari, A.; Lal, G. Studies on heterosis for quantitative and Qualitative characters in tomato (Lycopersicon esculentum Mill.). Prog. Hortic. 2004, 36, 122–127. [Google Scholar]
  20. Kumar, M.S.; Pal, A.K.; Singh, A.K. Studies on Heterosis and Inbreeding Depression for Quality Traits and Yield in Tomato (Solanum lycopersicum L.). Int. J. Curr. Microbiol. Appl. Sci. 2018, 7, 3682–3691. [Google Scholar] [CrossRef]
  21. Chen, Q.S.; Zhao, Y.W. Study on genetical effects on four characteristics of tomato. J. Jiangsu Agric. Coll. 1990, 11, 33–38. [Google Scholar]
  22. Amaral, A.T., Jr.; Casali, V.W.D.; Finger, F.L.; Daher, F.R. Heterosis in tomato for content of carotenoids with medicinal end-use. SOB Inf. 1997, 1, 20. [Google Scholar]
  23. Kumar, R.; Mishra, N.K.; Singh, J.; Rai, G.K.; Verma, A.; Rai, M. Studies on yield and quality traits in tomato (Solanum lycopersicum L.). Veg. Sci. 2006, 33, 126–132. [Google Scholar]
  24. Kumar, P.; Paliwal, A. Heterosis breeding for quality improvement in hybrids to be developed specifically for garhwal hills in tomato (Lycopersicon esculentum Mill.). Int. J. Sci. Res. 2016, 5, 356–359. [Google Scholar]
  25. Kurian, A.; Peter, K.V.; Rajan, S. Heterosis for yield components and fruit characters in tomato. J. Trop. Agric. 2001, 39, 5–8. [Google Scholar]
  26. Hidayatullah; Jatol, S.A.; Ghafoor, A.; Mahmood, T. Path coefficient analysis of yield components in tomato (Lycopersicon esculentum). Pak. J. Bot. 2008, 4, 627–635. [Google Scholar]
  27. Adalid, A.M.; Roselló, S.; Valcárcel, M.; Nuez, F.; Adalid-Martínez, A.M. Analysis of the genetic control of β-carotene and l-ascorbic acid accumulation in an orange-brownish wild cherry tomato accession. Euphytica 2011, 184, 251–263. [Google Scholar] [CrossRef]
  28. Dobhal, V.K.; Kohli, U.K.; Mehta, D. Genetic analysis of fruit firmness and related traits in tomato. J. Hill Res. 1999, 12, 31–33. [Google Scholar]
  29. Rai, N.; Syamal, M.M.; Joshi, A.K.; Ghosh, P.K. Diallel analysis for pericarp thickness and storability in tomato Lycopersicon esculentum Mill.). Ann. Agric. Res. 1997, 18, 71–75. [Google Scholar]
  30. Shrivastava, A.K. Combining ability analysis for total soluble solids, reducing sugars, dry matter content and seeds weight in tomato. (Lycopersicon esculentum Mill.). Adv. Plant Sci. 1998, 11, 17–22. [Google Scholar]
  31. Hosamani, R.M. Biometrical and Transformation Studies in Tomato (Solanum lycopersicum L.). Ph.D. Thesis, University of Agricultural Sciences, Dharwad, Karnataka, India, 2010. [Google Scholar]
  32. Dhaliwal, M.S.; Singh, S.; Cheema, D.S. Estimating combining ability effects of the genetic male sterile lines of tomato for their use in hybrid breeding. J. Genet. Breed. 2000, 54, 199–205. [Google Scholar]
  33. Mana, M.; Paul, A. Studies on genetic variability and characters association of fruit quality parameters in tomato. Hortic. Flora. Res. Spect. 2012, 1, 110–116. [Google Scholar]
  34. El-Gabry, M.; Solieman, T.; Abido, A. Combining ability and heritability of some tomato (Solanum lycopersicum L.) cultivars. Sci. Hortic. 2014, 167, 153–157. [Google Scholar] [CrossRef]
  35. Garg, N.; Cheema, D.S.; Dhatt, A.S. Utilization ofrin, nor, andalcAlleles to Extend Tomato Fruit Availability. Int. J. Veg. Sci. 2008, 14, 41–54. [Google Scholar] [CrossRef]
  36. Singh, A.; Gautam, J.P.S.; Upadhyay, M.; Joshi, A. Heterosis for yield and quality characters in tomato. Crop Res. 2005, 29, 285–287. [Google Scholar]
  37. Fasoula, V.A.; Fasoula, D.A. Principles underlying genetic improvement for high and stable crop yield potential. Field Crop. Res. 2002, 75, 191–209. [Google Scholar] [CrossRef]
  38. Koutsika-Sotiriou, M.S.; Traka-Mavrona, E.A.; Evgenidis, G.L. Assessment of tomato source breeding material through mating designs. J. Agric. Sci. 2007, 146, 301–310. [Google Scholar] [CrossRef]
  39. Avdikos, I.D.; Tsivelika, N.; Gallidou, A.; Koutsika-Sotiriou, M.; Traka-Mavrona, E. Exploitation of heterosis through recurrent selection scheme applied in segregating generations of a tomato breeding program. Sci. Hortic. 2011, 130, 701–707. [Google Scholar] [CrossRef]
  40. Scalbert, A.; Monties, B.; Janin, G. Tannins in wood: Comparison of different estimation methods. J. Agric. Food Chem. 1989, 37, 1324–1329. [Google Scholar] [CrossRef]
  41. Brand-Williams, W.; Cuvelier, M.; Berset, C. Use of a free radical method to evaluate antioxidant activity. LWT 1995, 28, 25–30. [Google Scholar] [CrossRef]
  42. Lichtenthaler, H.K.; Wellburn, A.R. Determinations of total carotenoids and chlorophylls a and b of leaf extracts in different solvents. Biochem. Soc. Trans. 1983, 11, 591–592. [Google Scholar] [CrossRef] [Green Version]
  43. D’Souza, M.C.; Singha, S.; Ingle, M. Lycopene Concentration of Tomato Fruit can be Estimated from Chromaticity Values. HortScience 1992, 27, 465–466. [Google Scholar] [CrossRef] [Green Version]
  44. Scott, A.J.; Knott, M. A Cluster Analysis Method for Grouping Means in the Analysis of Variance. Biomtrics 1974, 30, 507. [Google Scholar] [CrossRef] [Green Version]
  45. Avdikos, I.D.; Tagiakas, R.; Mylonas, I.; Xynias, I.N.; Mavromatis, A.G. Assessment of Tomato Recombinant Lines in Conventional and Organic Farming Systems for Productivity and Fruit Quality Traits. Agronomy 2021, 11, 129. [Google Scholar] [CrossRef]
  46. Kumar, R.; Srivastava, K.; Singh, N.P.; Vasistha, N.K.; Singh, R.K.; Singh, M.K. Combining Ability Analysis for Yield and Quality Traits in Tomato (Solanum lycopersicum L.). J. Agric. Sci. 2013, 5, 213. [Google Scholar] [CrossRef]
  47. Dagade, S.B.; Dhaduk, L.K.; Hariprasanna, K.; Mehata, D.R.; Bhatt, V.M.; Barad, A.V. Parent offspring relations of nutritional quality traits in 8 9 8 partial diallel cross of fresh tomatoes. Int. J. Appl. Biol. Pharm. 2015, 6, 45–55. [Google Scholar]
  48. Ray, S.; Saha, R.; Raychaudhuri, U.; Chakraborty, R. Different quality characteristics of tomato (Solanum lycopersicum L.) as a fortifying ingredient in food products: A review. Tech. Sci. 2016, 19, 199–213. [Google Scholar]
  49. Ranieri, A.; Giuntini, D.; Lercari, B.; Soldatini, G.F. Light influence on antioxidant properties of tomato fruits. Prog. Nutr. 2004, 6, 44–49. [Google Scholar]
  50. Kaur, C.; George, B.; Deepa, N.; Singh, B.; Kapoor, H.C. Antioxidant status of fresh and processed tomato—A review. J. Food Sci. Technol. 2004, 41, 479–486. [Google Scholar]
  51. Foolad, M.R. Genome Mapping and Molecular Breeding of Tomato. Int. J. Plant Genom. 2007, 2007, 1–52. [Google Scholar] [CrossRef] [Green Version]
  52. Bruhn, C.M.; Feldman, N.; Garlitz, C.; Harwood, J.; Ivans, E.; Marshall, M.; Riley, A.; Thurber, D.; Williamson, E. Consumer perceptions of quality: Apricots, cantaloupes, peaches, pears, strawberries, and tomatoes. J. Food Qual. 1991, 14, 187–195. [Google Scholar] [CrossRef]
  53. Martí, R.; Roselló, S.; Cebolla-Cornejo, J. Tomato as a Source of Carotenoids and Polyphenols Targeted to Cancer Prevention. Cancers 2016, 8, 58. [Google Scholar] [CrossRef] [PubMed]
  54. Grandillo, S.; Zamir, D.; Tanksley, S.D. Genetic improvement of processing tomatoes: A 20 years perspective. Euphytica 1999, 110, 85–97. [Google Scholar] [CrossRef]
  55. Georgiev, H. Heterosis in tomato breeding. In Genetic Improvement of Tomato; Kalloo, G., Ed.; Springer: Berlin, Germany, 1991; pp. 83–98. [Google Scholar] [CrossRef]
  56. Scott, W.; Angell, F.F. Tomato. In Hybrid Cultivar Development; Banga, S.S., Banga, S.K., Eds.; Narosa: New Delhi, India, 1998; pp. 451–475. [Google Scholar]
  57. Kumar, R.; Sharma, H.R.; Kumar, M. Heterosis for post harvest and nutritional quality traits in tomato (Solanum lycopersicum L.). J. Appl. Nat. Sci. 2016, 8, 1987–1991. [Google Scholar] [CrossRef] [Green Version]
  58. Kumari, S.; Sharma, M.K. Exploitation of heterosis for yield and its contributing traits in tomato, Solanum lycopersicum L. Int. J. Farm Sci. 2011, 1, 45–55. [Google Scholar]
  59. Graça, A.J.; Júnior, A.T.A.; Rodrigues, R.; Gonçalves, L.S.; Sudré, C.P.; Vivas, M.; Melo, P.C.; Nunes, G.H.; Silva, K.J.; Costa, G.G.; et al. Heterosis and combining ability of dual-purpose tomato hybrids developed to meet family farmers’ needs in Brazil and Mozambique. Hortic. Bras. 2015, 33, 339–344. [Google Scholar] [CrossRef] [Green Version]
  60. Kumar, P.; Choudhary, R.; Jat, B.L. Heterosis breeding in tomato for yield and quality contributing trait. Asian J. Bio Sci. 2017, 12, 259–279. [Google Scholar] [CrossRef]
  61. Chauhan, K.; Sharma, S.; Agarwal, N.; Chauhan, B. Lycopene of tomato fame: Its role in health and disease. Int. J. Pharm. Sci. Rev. Res. 2011, 10, 99–115. [Google Scholar]
  62. Agarwal, S.; Rao, A.V. Tomato lycopene and its role in human health and chronic diseases. Can. Med. Assoc. J. 2000, 163, 739–744. [Google Scholar]
  63. Garg, N.; Cheema, D.S. Assessment of fruit quality attributes of tomato hybrids involving ripening mutants under high temperature conditions. Sci. Hortic. 2011, 131, 29–38. [Google Scholar] [CrossRef]
  64. Kumar, R.; Srivastava, K.; Kumar, V.; Saroj, S.K.; Sharma, S.K.; Singh, R.K. Heterosis analysis in tomato (Solanum lycopersicum L.) for Lycopene, TSS, titrable acidity and Ascorbic acid. Electron. J. Plant Breed. 2019, 10, 1547. [Google Scholar] [CrossRef]
  65. Moco, S.; Bino, R.J.; Vorst, O.; Verhoeven, H.A.; De Groot, J.; Van Beek, T.A.; Vervoort, J.; De Vos, C.R. A Liquid Chromatography-Mass Spectrometry-Based Metabolome Database for Tomato. Plant Physiol. 2006, 141, 1205–1218. [Google Scholar] [CrossRef] [Green Version]
  66. Borguini, R.G.; Torres, E.A.F.D.S. Tomatoes and Tomato Products as Dietary Sources of Antioxidants. Food Rev. Int. 2009, 25, 313–325. [Google Scholar] [CrossRef]
  67. Kotíková, Z.; Hejtmánková, A.; Lachman, J. Determination of the Influence of Variety and Level of Maturity on the Content and Development of Carotenoids in Tomatoes. Czech J. Food Sci. 2009, 27, S200–S203. [Google Scholar] [CrossRef] [Green Version]
  68. Vallverdú-Queralt, A.; Medina-Remón, A.; Martínez-Huélamo, M.; Jáuregui, O.; Andres-Lacueva, C.; Lamuela-Raventos, R.M. Phenolic Profile and Hydrophilic Antioxidant Capacity as Chemotaxonomic Markers of Tomato Varieties. J. Agric. Food Chem. 2011, 59, 3994–4001. [Google Scholar] [CrossRef] [PubMed]
  69. Capel, C.; Del Carmen, A.F.; Alba, J.M.; Lima-Silva, V.; Hernández-Gras, F.; Salinas, M.; Boronat, A.; Angosto, T.; Botella, M.A.; Fernandez-Muñoz, R.; et al. Wide-genome QTL mapping of fruit quality traits in a tomato RIL population derived from the wild-relative species Solanum pimpinellifolium L. Theor. Appl. Genet. 2015, 128, 2019–2035. [Google Scholar] [CrossRef]
  70. Singh, B.; Kalloo, G.; Pandita, M.L. Combining ability for quality characters in tomato. J. Res. Haryana Agric. Univ. 1980, 10, 179–182. [Google Scholar]
  71. Gonzalez, M.C. Path coefficient analysis of the relation between fruit weight and various morphological characters in a group of tomato varieties. Cult. Trop. 1985, 7, 22–28. [Google Scholar]
  72. Kalloo, G. Vegetable Breeding; CRC Press: Boca Raton, FL, USA, 1988; Volume I, p. 239. [Google Scholar]
  73. Wang, F.; Jingfu, L.; Guiying, L. A study on inheritance and correlation of fruit firmness in tomato. Acta Hortic. 1995, 402, 253–258. [Google Scholar] [CrossRef]
  74. Resende, L.V.; Maluf, W.R.; Gomes, L.A.A.; Da Mota, F.M.F.; Resende, J.T.V. Diallel analysis of fruit firmness of cultivars and lines of tomatoes (Lycopersicon esculentum Mill.). Ciênc Agrotec. 1999, 23, 12–18. [Google Scholar]
  75. Atanassova, B.; Balacheva, E.; Molle, E.; Georgiev, H. Genetic study on the prolonged fruits longevity in tomato (Lycopersicon esculentum Mill.). In Proceedings of the XV Meeting of the Eucarpia Tomato Working Group, Bari, Italy, 20–24 September 2005. [Google Scholar]
  76. Kulkarni, G.P. Investigations on Bacterial Wilt Resistance in Tomato. Ph.D. Thesis, University of Agricultural Science, Dharwad, Karnataka, India, 2003. [Google Scholar]
  77. Prashanth, H. Heterosis and Combining Ability Analysis for Higher Lycopene Content in Tomato. Master’s Thesis, University of Agricultural Science, Dharwad, Karnataka, India, 2004. [Google Scholar]
  78. Duhan, D.; Partap, P.S.; Rana, M.K.; Basawana, K.S. Study of heterosis for growth and yield characters in tomato. Haryana J. Hortic. Sci. 2005, 34, 366–370. [Google Scholar]
  79. Fridman, E.; Pleban, T.; Zamir, D. A recombination hotspot delimits a wild-species quantitative trait locus for tomato sugar content to 484 bp within an invertase gene. Proc. Natl. Acad. Sci. USA 2000, 97, 4718–4723. [Google Scholar] [CrossRef] [Green Version]
  80. Acciarri, N.; Sabatini, E.; Ciriaci, T.; Rotino, L.G.; Valentino, D.; Tamietti, G. The presence of genes for resistance against Verticillium dahliae in Italian tomato landraces. Eur. J. Hortic. Sci. 2010, 75, 8–14. [Google Scholar]
  81. Digilio, M.C.; Corrado, G.; Sasso, R.; Coppola, V.; Iodice, L.; Pasquariello, M.; Bossi, S.; Maffei, M.E.; Coppola, M.; Pennacchio, F.; et al. Molecular and chemical mechanisms involved in aphid resistance in cultivated tomato. New Phytol. 2010, 187, 1089–1101. [Google Scholar] [CrossRef]
  82. Andreakis, N.; Giordano, I.; Pentangelo, A.; Fogliano, V.; Graziani, G.; Monti, L.M.; Rao, R. DNA Fingerprinting and Quality Traits of Corbarino Cherry-like Tomato Landraces. J. Agric. Food Chem. 2004, 52, 3366–3371. [Google Scholar] [CrossRef]
  83. Fasoula, D.A.; Fasoula, V.A. Bridging the productivity gap between maize inbreds and hybrids by replacing gene and genome dichotomization with gene and genome integration. Maydica 2005, 50, 49–61. [Google Scholar]
  84. Fischer, R.; Ramos, O.M.; Monasterio, I.O.; Sayre, K. Yield response to plant density, row spacing and raised beds in low latitude spring wheat with ample soil resources: An update. Field Crop. Res. 2019, 232, 95–105. [Google Scholar] [CrossRef]
  85. Fischer, R. Breeding wheat for increased potential yield: Contrasting ideas from Donald and Fasoulas, and the case for early generation selection under nil competition. Field Crop. Res. 2020, 252, 107782. [Google Scholar] [CrossRef]
Figure 1. Breeding process applied for the production of new recombinant lines.
Figure 1. Breeding process applied for the production of new recombinant lines.
Agronomy 11 00609 g001
Table 1. Average fruit values for total soluble solids (°Brix) and total solids (%), and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines [45].
Table 1. Average fruit values for total soluble solids (°Brix) and total solids (%), and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines [45].
EntryTotal Soluble Solids (°Brix)Total Solids (%)
x ¯ Inb. Vig/Dep (%) x ¯ Inb. Vig/Dep (%)
Formula F15.20 c *1005.68 c100
Formula F5-16.50 a1256.22 b110
Formula F5-24.77 d925.84 b103
Formula F5-35.50 c1066.17 b109
Formula F5-44.77 d925.37 c95
Formula F5-54.87 d945.58 c98
Formula F5-65.48 c1056.45 a114
Formula F5-75.67 c1096.66 a117
Formula F5-85.38 c1036.34 a112
Elpida F15.92 b1006.72 a100
Elpida F5-15.07 d865.83 b87
Elpida F5-24.97 d845.95 b89
Elpida F5-34.42 e755.34 c79
Elpida F5-44.64 d785.84 b87
Elpida F5-55.27 c895.95 b89
Elpida F5-65.40 c915.98 b89
Elpida F5-75.24 c895.94 b88
Elpida F5-85.38 c915.99 b89
Iron F15.63 c1006.21 b100
Iron HS6-25.47 c976.05 b97
Iron HS6-35.77 c1026.56 a106
Sahara F14.31 e1005.21 c100
Sahara HS6-13.90 e904.58 d88
Sahara HS6-24.45 e1036.04 b116
Makedonia6.37 a6.96 a
* Entries with the same letter within a column indicate no significant difference, according to Scott–Knott cluster test (α = 0.05).
Table 2. Average fruit β-carotene (μg/g f.w.), total carotenoids (μg/g f.w.), and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
Table 2. Average fruit β-carotene (μg/g f.w.), total carotenoids (μg/g f.w.), and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
Entryβ-Carotene (μg/g f.w.)Carotenoids (μg/g f.w.)
x ¯ Inb. Vig/Dep (%) x ¯ Inb. Vig/Dep (%)
Formula F110.18 a *10043.44 a100
Formula F5-110.04 a9937.35 b86
Formula F5-28.21 a8127.34 b63
Formula F5-310.42 a10233.16 b76
Formula F5-47.76 a7633.73 b78
Formula F5-58.19 a8033.08 b76
Formula F5-611.73 a11535.52 b82
Formula F5-711.27 a11139.13 a90
Formula F5-89.62 a9439.04 a90
Elpida F112.45 a10047.51 a100
Elpida F5-18.04 a6534.33 b72
Elpida F5-29.31 a7533.52 b71
Elpida F5-310.13 a8145.21 a95
Elpida F5-410.26 a8233.15 b70
Elpida F5-512.35 a9943.31 a91
Elpida F5-612.37 a9941.26 a87
Elpida F5-710.59 a8533.53 b71
Elpida F5-89.06 a7327.86 b59
Iron F110.37 a10034.43 b100
Iron HS6-210.39 a10035.49 b103
Iron HS6-38.88 a8630.06 b87
Sahara F111.11 a10040.78 a100
Sahara HS6-110.94 a9837.55 b92
Sahara HS6-211.21 a10146.01 a113
Makedonia15.57 a41.75 a
* Entries with the same letter within a column indicate no significant difference, according to Scott–Knott cluster test (α = 0.05).
Table 3. Average fruit lycopene (μg/g f.w.), phenols (μg/g f.w.), antioxidants (μg Asc/100g f.w.) and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
Table 3. Average fruit lycopene (μg/g f.w.), phenols (μg/g f.w.), antioxidants (μg Asc/100g f.w.) and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
EntryLycopene (μg/g f.w.)Phenols (μg/g f.w.)Antioxidants (mg Asc/100 g f.w.)
x ¯ Inb. Vig/Dep (%) x ¯ Inb. Vig/Dep (%) x ¯ Inb. Vig/Dep (%)
Formula F126.63 a *1000.153 p10020.06 b100
Formula F5-122.11 a830.257 b17327.44 a137
Formula F5-215.12 a570.213 d14020.77 b104
Formula F5-319.93 a750.173 m11319.09 b95
Formula F5-419.16 a720.160 o10721.01 b105
Formula F5-518.61 a700.180 k12019.87 b99
Formula F5-620.48 a770.173 m11317.98 b90
Formula F5-722.81 a860.197 g13317.00 b85
Formula F5-821.88 a820.193 h12721.44 b107
Elpida F127.25 a1000.197 g10019.51 b100
Elpida F5-119.31 a710.207 e10521.59 b111
Elpida F5-218.51 a680.177 l9019.54 b100
Elpida F5-326.21 a960.167 n8518.69 b96
Elpida F5-418.15 a670.203 f10022.11 b113
Elpida F5-526.00 a950.183 j9019.90 b102
Elpida F5-623.00 a840.223 c11019.31 b99
Elpida F5-718.18 a670.177 l9022.50 b115
Elpida F5-815.04 a550.187 i9522.16 b114
Iron F119.26 a1000.207 e10022.07 b100
Iron HS6-220.43 a1060.173 m8119.83 b90
Iron HS6-317.29 a900.200 g9522.01 b100
Sahara F122.62 a1000.193 h10023.34 b100
Sahara HS6-121.08 a930.183 j9519.22 b82
Sahara HS6-227.44 a1210.203 f10525.49 a109
Makedonia17.91 a0.290 a28.13 a
* Entries with the same letter within a column indicate no significant difference, according to Scott–Knott cluster test (α = 0.05).
Table 4. Average fruit pericarp thickness, size of peduncle inside the fruit (mm), and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
Table 4. Average fruit pericarp thickness, size of peduncle inside the fruit (mm), and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
EntryPericarp Thickness (mm)Peduncle Size inside the Fruit (mm)
x ¯ Inb. Vig/Dep (%) x ¯ Inb. Vig/Dep (%)
Formula F17.20 c *1001.46 b100
Formula F5-17.00 c971.48 b102
Formula F5-27.42 c1031.66 a113
Formula F5-37.50 c1041.62 a111
Formula F5-47.17 c1001.95 a133
Formula F5-56.56 c911.85 a127
Formula F5-66.87 c951.49 b102
Formula F5-76.28 c871.28 b88
Formula F5-86.50 c900.97 c66
Elpida F18.40 b1001.89 a100
Elpida F5-18.03 b961.56 a82
Elpida F5-28.56 b1021.62 a86
Elpida F5-37.28 c871.60 a85
Elpida F5-410.27 a1221.85 a98
Elpida F5-59.02 b1071.72 a91
Elpida F5-68.73 b1041.49 b79
Elpida F5-78.33 b991.03 c55
Elpida F5-88.00 b951.08 c57
Iron F18.28 b1001.87 a100
Iron HS6-28.00 b971.77 a94
Iron HS6-37.44 c901.38 b74
Sahara F16.79 c1001.71 a100
Sahara HS6-16.28 c921.79 a104
Sahara HS6-26.83 c1011.43 b84
Makedonia5.72 c1.17 c
* Entries with the same letter within a column indicate no significant difference, according to Scott–Knott cluster test (α = 0.05).
Table 5. Average number of locules in fruit, internal fruit color intensity at maturity, and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
Table 5. Average number of locules in fruit, internal fruit color intensity at maturity, and inbred vigor/depression (% of corresponding hybrid), for tomato hybrids and recombinant inbred lines.
EntryNumber of LoculesInternal Colour of Fruit at Maturity (1:Weak, 5:Strong)
x ¯ Inb. Vig/Dep (%) x ¯ Inb. Vig/Dep (%)
Formula F15.40 a *1002.03 c100
Formula F5-14.83 a903.00 a148
Formula F5-23.55 b662.28 b112
Formula F5-35.58 a1031.54 c76
Formula F5-43.67 b681.75 c86
Formula F5-54.42 b822.60 b128
Formula F5-64.53 b842.60 b128
Formula F5-75.02 a932.63 b129
Formula F5-84.50 b833.75 a184
Elpida F13.92 b1003.13 a100
Elpida F5-13.83 b982.97 a95
Elpida F5-23.42 b872.06 c66
Elpida F5-34.22 b1083.46 a111
Elpida F5-43.42 b871.77 c57
Elpida F5-53.32 b851.79 a57
Elpida F5-63.83 b982.43 b78
Elpida F5-73.72 b953.26 a104
Elpida F5-83.83 b982.83 a91
Iron F14.72 a1002.95 a100
Iron HS6-24.40 b932.40 b81
Iron HS6-34.39 b932.54 b86
Sahara F15.17 a1003.17 a100
Sahara HS6-15.89 a1141.67 c53
Sahara HS6-25.17 a1003.50 a110
Makedonia5.22 a3.46 a
* Entries with the same letter within a column indicate no significant difference, according to Scott–Knott cluster test (α = 0.05).
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MDPI and ACS Style

Avdikos, I.D.; Tagiakas, R.; Tsouvaltzis, P.; Mylonas, I.; Xynias, I.N.; Mavromatis, A.G. Comparative Evaluation of Tomato Hybrids and Inbred Lines for Fruit Quality Traits. Agronomy 2021, 11, 609. https://doi.org/10.3390/agronomy11030609

AMA Style

Avdikos ID, Tagiakas R, Tsouvaltzis P, Mylonas I, Xynias IN, Mavromatis AG. Comparative Evaluation of Tomato Hybrids and Inbred Lines for Fruit Quality Traits. Agronomy. 2021; 11(3):609. https://doi.org/10.3390/agronomy11030609

Chicago/Turabian Style

Avdikos, Ilias D., Rafail Tagiakas, Pavlos Tsouvaltzis, Ioannis Mylonas, Ioannis N. Xynias, and Athanasios G. Mavromatis. 2021. "Comparative Evaluation of Tomato Hybrids and Inbred Lines for Fruit Quality Traits" Agronomy 11, no. 3: 609. https://doi.org/10.3390/agronomy11030609

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