1. Introduction
Tomato (
Solanum lycopersicum L) stands out as one of the most beloved vegetables globally, belonging to the esteemed Solanaceae family. It takes the second spot in vegetable consumption worldwide, trailing only behind potatoes and sweet potatoes. Furthermore, it ranks prominently among canned vegetables, contributing significantly to the economic prosperity of producer nations [
1].
Tomato boasts remarkable culinary adaptability and impressive nutraceutical attributes. This versatile fruit is enjoyed in both its fresh and cooked forms by a vast and diverse array of consumers. With just 30 calories per 100 grams and a low-fat profile, it makes for a health-conscious choice. What sets tomato apart is its abundance of antioxidants and its role as a rich source of essential vitamins (C and E), carotenoids (such as lycopene and β-carotene), and a myriad of other phenolic compounds [
2,
3]. Thanks to its substantial content of bioactive compounds, which remain largely unaffected by the ripening and cooking processes and, in some cases, even become more pronounced, tomato earns its place among functional foods [
4].
In today's health-conscious society, consumers are increasingly drawn to vegetables brimming with these bioactive compounds, renowned for their positive impact on human health. These compounds have been proven to shield cells from oxidative damage and play a preventive role against the onset of degenerative diseases like cancer, cardiovascular diseases, diabetes, Alzheimer’s, and Parkinson’s [
5].
The global surge in tomato production can be attributed more to increased yield rather than mere expansion of the cultivated area, as result of an over use of fertilizers in particular chemical fertilizers. Tomato, that grows more on soil over-fertilized with chemicals, is more subject to pest diseases requiring a major use of pesticides which in turn negatively impact on soil and human health. Crop quality, in terms of nutritional values, is more important than productivity today, thus there is the urgent need to identify sustainable agricultural practices to produce high quality food without affecting its productivity.
Crop quality is regulated by the content of bioactive compounds known as secondary metabolites and by the organoleptic aspects that are affected and balanced by the growing conditions, and in particular, by the type of fertilization used [
6]. Generally, the fertilizers used for crop cultivation are chemical fertilizers for their low cost and fast-growing inducer crop capacity because nutrients are more readily available to plants than organic fertilizers. Previous works demonstrated the effects of different fertilization practice on the quality of diverse crops. Dumas et al. [
7] showed that treatments of crops with chemical fertilizers reduced the quantity of bio-compounds with antioxidant properties. Young et al., evidenced that cabbage, spinach, and pepper contained more antioxidants when cultivated with organic than chemical fertilizers. [
8]. Verma et al. [
9] showed as the application of bioaugmented compost improved antioxidant properties in tomato. Jin et al. [
10] evidenced that the reduction of chemical fertilizers improved the quality of lettuce. Moradzadeh et al., [
11] showed as the combined use of chemical and organic fertilizers ameliorated agro-biochemical attributes of black cumin. Additionally, Akiyama et al. [
12] showed that nutritional values of tomatoes grown with organic fertilizers were higher than those amended with chemical fertilizers.
The growth of tomatoes is notably influenced by the presence of sulfur and sulfur-containing compounds, which serve as vital signaling molecules in normal metabolic processes as well as during periods of stress. An important study by Silva et al. [
13] underscored that the application of sulfur led to an enhancement in tomato yield and fruit production. However, there is a dearth of comprehensive information concerning how sulfur fertilization may impact the quality of tomatoes, particularly in terms of bioactive compounds and their aromatic profiles. Furthermore, no prior research has delved into the effects of sulfur fertilization when combined with organic components on tomato quality.
Given the aforementioned knowledge gap, the objectives of this current study were two-fold:
To assess how the utilization of sulfur bentonite in conjunction with orange residue act as bio-stimulant influencing tomato quality and its antioxidant systems, in comparison to the effects of horse manure and NPK fertilizer.
To explore both the qualitative and quantitative alterations in the volatile compounds associated with tomato aroma induced by SB when compared to horse manure and NPK fertilizer.
2. Results and Discussion
Table 1 reveals that SB and HM-treated tomatoes exhibited notably high levels of total proteins and carbohydrates. Moreover, lycopene and carotenoid content demonstrated a significant lead in tomatoes cultivated with SB, followed by HM, NPK, and CTR treatments (
Table 1). This confluence of heightened proteins and carbohydrates, coupled with the substantial increase in total carotenoids and lycopene in SB-treated tomatoes, bestows upon them an enhanced nutraceutical value. These compounds collectively contribute to the promotion of human health and the prevention of various diseases, making SB-treated tomatoes a particularly healthful choice.
The remarkable surge in biomolecules observed in SB-treated tomatoes aligns seamlessly with the findings of numerous other researchers who have emphasized the pivotal role of sulfur (S) as a key nutrient for crop growth and development. Sulfur is intricately involved in the synthesis of amino acids and proteins, rendering it indispensable for plant vitality. In today's context, it is imperative to note that a substantial proportion of soils, approximately 46%, are deficient in sulfur, and crops can only assimilate a mere fraction of the S compared to nitrogen (N). This underscores the critical importance of sulfur fertilization, as it not only fills this nutrient gap but also enhances the efficiency of nitrogen uptake, thereby maintaining a balanced nutrient profile [
14,
15,
16,
17,
18].
The quality of tomatoes exhibited distinct responses to various fertilizers. The findings, as presented in
Table 1, unequivocally demonstrate that tomatoes treated with SB (sulfur and organic mix) outperformed other treatments, behaving as a biostimulant and significantly elevating the levels of total phenols and total flavonoids. However, it's worth noting that there were no significant differences observed in the vitamin E content among the differently treated tomatoes (
Table 1).
In contrast, a substantial increase in vitamin A and C content was evident in tomatoes cultivated with SB fertilizer. This suggested that the combination of organic and elemental sulfur may offer a more effective nutritional boost compared to sole reliance on either organic or inorganic fertilization. This enhanced nutrient availability is likely attributable to the diverse array of micro and macro nutrients offered by this mix, in contrast to mineral fertilizers that primarily consist of only three major elements: Nitrogen (N), Phosphorus (P), and Potassium (K), and organic fertilizers that may be deficient in sulfur.
Furthermore, when assessing total antioxidant capacity and ABTS levels, tomatoes fertilized with SB displayed the highest values, while DPPH levels were comparable to those of NPK-treated tomatoes, being the lowest among the treatments (
Table 1).
Two recent research articles shed new light on the role of sulfur in the redox system. Sulfur emerges as a fundamental nutrient in the biosynthesis of secondary metabolites renowned for their high nutritional value. It has been convincingly demonstrated that sulfur exerts a positive influence on the accumulation of total phenols and flavonoids, compounds known for their potent antioxidant properties and remarkable nutraceutical value. Our data corroborates the findings of numerous other researchers, underscoring how sulfur fertilization not only augments total phenols and flavonoids in sulfur-loving crops such as garlic [
19], cabbage [
20], onion [
21,
22], and broccoli [
15], but also in other species like artichoke [
23] and tomato [
24].
The literature consistently reports that total phenols and flavonoids possess significant antioxidant, anticancer, and antibacterial attributes. They have demonstrated efficacy as cardioprotective agents, anti-inflammatory substances, immune system boosters, and protective agents against UV radiation, thus exhibiting substantial potential for applications in the pharmaceutical and medical sectors [
25,
26,
27].
The increase in total phenols and total flavonoids justified also the increase in antioxidant activities in SB treated tomato. Pearson coefficient results, evidenced a positive significant correlation between total flavonoids, TAC and at minor extent ABTS, and a negative correlation with DPPH. Total phenols were not significantly correlated with ABTS and TAC, but were negatively correlated with DPPH. In SB treated tomato, the observed increase in carotenoids known for their ability to prevent numerous chronic degenerative diseases through an antioxidant action [
28] confirmed the major involvement of total flavonoids than total phenols as antioxidants. Numerous authors reported results evidencing a correlation between carotenoids and in particular lycopene intake and the slowing down of cancer and cardiac diseases [
29,
30]. Single phenolic acids were differently affected by the diverse fertilizations (
Table 3). No significant differences among the treatments were observed for o-coumaric, 2,5 dihydroxy-benzoic and caffeic acids. Conversely protocatechuic and syringic appeared only in fertilized tomato in respect to control and no differences between the different fertilizations were observed. Trans cinnamic acid was induced only by HM fertilizer, while trans-4-hydroxycinnamic acid was the highest in SB treated tomato (
Table 3). These results suggest that the antioxidant activity found in SB treated tomato could be related mainly and solely to trans-4-hydroxycinnamic acid. Regarding the single flavonoids, (Table 5), SB increased the synthesis of apigenin, tocopherol, vitexin, catechin and naringin in respect to control and to the other fertilizers. A recent manuscript [
31] evidenced the important involvement of flavonoids in inflammatory response highlighting their contribute to pathological pain by promoting plastic changes in the periphery and central nervous system (CNS) which in turn modify the neuronal phenotype and function. In particular, it was well demonstrated that these flavonoids diminished the neutrophil infiltration, had anti-inflammatory effect inhibiting cytokines, and antioxidant activity scavenging hydroxyl (•OH) radicals, additionally they showed also effects comparable to the corticoid prednisolone [
32,
33,
34,
35]. Kopustinshiene et al., evidenced as the quotidian consume of flavonoid-rich foods was able to cause beneficial changes in the gut microbiota, diminishing the risk of cancer and normalizing vital functions at cellular level [
36]. In short, data obtained evidenced SB fertilization increased important phytochemical compounds in tomato enhancing its nutraceutical value. Pearson correlation results between single phenolic acids and antioxidant activities evidenced a strong positive correlation between protocatechuic, syringic, trans-4 hydroxycinnamic acid and ABTS and TAC (
Figure 1). Conversely ferulic acid correlated positively with DPPH. Regarding single flavonoids (
Figure 2) only catechin, naringin, apigenin and at minor extent vitexin positively and significantly correlated with TAC (
Figure 2). ABTS correlated only with catechin, the other flavonoids were negatively or not correlated with ABTS, TAC and DPPH activities. Considering that SB tomato contained the highest amount of trans-4 hydroxycinnamic acid, apigenin, catechin, naringin and vitexin, its antioxidant value may be ascribed to these compounds that are positively and significantly correlated with TAC and ABTS. PCA analysis of primary and secondary metabolites evidenced positive effects of SB on vitamin A, ABTS and total phenols (
Figure 3). HM influenced the synthesis of primary metabolites, TAC, TCAR, VITE and C (
Figure 3). No positive effects were instead observed without fertilizations and in presence of NPK (
Figure 3). PCA confirmed the positive correlation of SB with important single phenolic acids such as syringic, protocatechuic and trans-4-hydroxycinnamic (
Figure 4) with proven beneficial effects on human health for their antioxidant activities as already highlighted by Pearson correlation matrix. Single flavonoid synthesis was also affected by SB and, as reported in
Figure 5, the flavonoids more affected by SB were catechin, apigenin, vitexin and naringin, those that more correlated with the antioxidant activities.
In short, our results evidenced SB was the fertilizer with biotimulant properties, that influenced in a prominent way the quality of tomato fruits increasing bioactive compounds with nutritional value and health benefit.
Regarding the Aroma Profiling, 46 volatile compounds, (
Figure 6), were extrapolated from the chromatographic profiles. The volatile compounds identified in tomato were, primarily aldehydes, alcohols, ketones, esters, organic acids, terpenes and pyrazine compounds. Their relative intensities are shown as a heat map (
Figure 7).
Aldehydes were the main compounds in all samples with large intra-class variations, followed by alcohols, terpenes and ketones. HM treated tomato fruits had the highest concentration of aldehydes. The aromatic fraction of SB treated tomato fruits was characterized by the highest percentage of aldehydes and high concentration of esters and terpenes. Tomato fertilized with NPK were characterized by the highest percentage of aldehydes and high concentration of both alcohols and terpenes. The pyrazine compounds were found only in tomato fruit fertilized with SB and NPK. The SB treated tomato showed the highest percentage of both aldehydes and pyrazine compounds.
The four tomato samples were clearly distinguishable by their differences in the relative intensities of these factors. Tomato fruits treated with HM was the highest out of all samples in 1-Propanol, 2-methyl- and Propanal. Tomato fruits fertilized with SB contained high levels of Hexanal, followed by Acetaldehyde and Propanal known to have ethereal and pungent characteristics. Tomato fruits fertilized with NPK showed relatively higher levels of Propanal, 1-Propanol, 2-methyl-, Acetaldehyde and Ethyl hexanoate than the other treated tomato. Of these volatile compounds, the ethyl hexanoate is associated with fruity note and, it plays a role in the discrimination of NPK sample from the others (
Figure 8). Tomato control showed relatively higher levels of Acetaldehyde, Propanal, Hexanal and Ethyl hexanoate than the others. Of the more than 400 volatile compounds found in ripe tomatoes, only 29 were present at concentrations greater than 1 ng L
-1 or a one part per billion. (ppb) [
37]. Of these, approximately 16 had positive log odour unit values indicating a significant contribution to the tomato's aroma, including cis-3-hexenal, hexanal, 3-methylbutanal, trans-2-hexenal, trans-2-heptenal, 2- phenylacetaldehyde, β-ionone, 1-penten-3-one, β- damascenone, 6-methyl-5-hepten-2-one, cis-3-hexenol, 2- phenylethanol, 3-methylbutanol, 1-nitro-2-phenylethane, 2- isobutylthiazole, and methyl salicylate. Those volatiles that were slightly below the threshold contribute to the aromatic background [
38]. The fingerprint, commonly used to distinguish food samples [
39] showed evident differences between the three differently treated tomato compared to the control. The UFGC profiles, were analyzed by using PCA. In order to reduce the data set measurements consisting of all the peak areas of each analyzed chromatograms the most discriminant peak areas of specific compounds were extrapolated and then treated as an input dataset for PCA analysis [
40]. In
Figure 9 the radar chart evidenced the clear differences between the four samples analyzed. The differences between the chromatographic finger printings fully reflected the differences in the contents of some important components.
Acetaldehyde, (Z)-2-octenal, hexanal, 1-nonanol and butane-2,3-dione were responsible for the fresh and fruity flavor. This compounds also promotes the freshness feeling of the fruit and participates in the formation of the sweet character [
41]. Fruity, green and unripe flavor is related to the ethyl hexanoate and 3-heptanol. The heat map (
Figure 10) showed the differences in the aroma profile of the samples differently treated. C6 volatile compounds, including hexanal, trans-2-hexene, cis-3-hexene and corresponding alcohols, were among the most abundant volatile compounds in tomatoes, giving "green" and "grassy" notes to fruit [
42]. The highest value of hexanal was found in tomato fruits treated with SB. The PCA analysis (
Figure 8) showed The first component discriminated only the samples SB and HM, while NPK and CTR were discriminated by the second ones. SB group was absolutely different from the other groups. Odorous compounds: acetaldehyde (3,56-1-A) and an unknow (10,68-2-A) were characteristics of the HM treated tomato and CTR groups, 3-heptanol (49,70-1-A), ethyl hexanoate (61,40-1-A), (Z)-2-octanal (66,63-1-A), butane-2, 3-dione (38,74-2-A), hexanal (56,36-2-A) and 1-nonanol (90,80-2-A) of the SB group while ethyl hexanoate (61,40-1-A) of NPK group.
In short, the comparison of the odor profiles evidenced that SB treated tomato contained the highest percentage of C6 aldehydes (hexanal) known as ‘green’ compound, that imparts a fresh, green character to tomato aroma,and induces defence gene that increase tolerance against fungi already at a considerably low concentration (Wakai et al. [
43]).
Table 1.
Water content (WC), Dry weight, Fresh weight, Total proteins (TPRO, µg g-1 dw), total carbohydrates (TCARB, mg glucose g-1 dw) total phenols (TPHE, mg tannic acid g-1 dw), total flavonoids (TFLA, mg quercetin 100g-1 dw), total carotenoids (CAR, mg 100g-1 dw), licopene (LIC, mg 100g-1 dw), Total antioxidant capacity (TAC, mg alpha-tocopherol g-1 dw 2,2′-diphenyl-1-picrylhydrazyl radical activity assay (DPPH•, % inhibition) vitamin A (VIT A, mg retinol 100 g-1 dw), vitamin C (VIT C, mg ascorbate 100g-1 dw) vitamin E (VIT E, mg alpha-tocopherol g-1 dw) in lettuce leaves cultivated on Motta soils without fertilizer (control, CTR), with nitrogen:phosporous:potassium (NPK), horse manure (HM) sulphur-bentonite with orange residue (SB), Data are the means ±standard errors of three replicates of three independent experiments (n=36). *Different letters indicate significant differences per p ≤ 0.01.
Table 1.
Water content (WC), Dry weight, Fresh weight, Total proteins (TPRO, µg g-1 dw), total carbohydrates (TCARB, mg glucose g-1 dw) total phenols (TPHE, mg tannic acid g-1 dw), total flavonoids (TFLA, mg quercetin 100g-1 dw), total carotenoids (CAR, mg 100g-1 dw), licopene (LIC, mg 100g-1 dw), Total antioxidant capacity (TAC, mg alpha-tocopherol g-1 dw 2,2′-diphenyl-1-picrylhydrazyl radical activity assay (DPPH•, % inhibition) vitamin A (VIT A, mg retinol 100 g-1 dw), vitamin C (VIT C, mg ascorbate 100g-1 dw) vitamin E (VIT E, mg alpha-tocopherol g-1 dw) in lettuce leaves cultivated on Motta soils without fertilizer (control, CTR), with nitrogen:phosporous:potassium (NPK), horse manure (HM) sulphur-bentonite with orange residue (SB), Data are the means ±standard errors of three replicates of three independent experiments (n=36). *Different letters indicate significant differences per p ≤ 0.01.
|
CTR |
NPK |
HM |
SB |
|
|
|
|
|
WC |
90.7a |
89.2a |
90.7a |
89.7a |
Dry weight |
9.3a |
10.8a |
9.3 |
10.3 |
Fresh weight |
86 b |
95 a |
93 a |
92 a |
TPRO |
1.2 b |
1.3 ab |
1.5 a |
1.7 a |
TCAR |
17 c |
16 c |
21 b |
24 a |
LIC |
14 d |
19 c |
23 b |
26 a |
TCARB |
2.2 b |
2.4 ab |
2.6 a |
2.8 a |
TPHE |
181.8 b |
190.2 b |
125.4 c |
204.7 a |
TFLA |
361.8 d |
389.9 c |
511.3 b |
533.3 a |
VITA |
132.5 b |
137.3 ab |
122.9 c |
180.4 a |
VITC |
33 c |
35 b |
38 b |
44 a |
VITE |
0.125 a |
0.116 a |
0.125 a |
0.124 a |
TAC |
1.83 b |
1.91 b |
2.01 b |
2.25 a |
ABTS |
0.018 |
0.029 |
0.032 |
0.035 |
DPPH % |
43.9 a |
36.6 b |
45.5 a |
37.2 b |
DPPH |
7.7 b |
5.4 c |
8.18 a |
5.5 c |
Table 2.
Pearson correlation (r) between total proteins (TPRO, mg g-1 DW); total carotenoids (TCAR, μg 100 g-1 DW); lycopene (LIC, mg 100 g-1 DW); total carbohydrates (TCARB, mg glucose g-1 DW); total phenols (TPHE, µg GAE * g-1 DW); total flavonoids (TFLA, μg quercetin g-1 DW); vitamin A (VIT A, μg retinol 100 g-1 DW); vitamin C (VIT C, mg ascorbic acid g-1 DW.); vitamin E (VIT E, mg alpha-tocopherol 100 g-1 DW.);total anti-oxidant capacity (TAC, mg α- tocopherol *100 g-1 d.w.); 2,2-diphenyl-1-picrylhydrazyl (DPPH, % inhibition); 1,1-diphenyl-2-picrylhydrazyl (DPPH radical, μM Trolox g-1 d.w.); 2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid, (ABTS) Values in bold are different from 0 with a significance level alpha=0,05.
Table 2.
Pearson correlation (r) between total proteins (TPRO, mg g-1 DW); total carotenoids (TCAR, μg 100 g-1 DW); lycopene (LIC, mg 100 g-1 DW); total carbohydrates (TCARB, mg glucose g-1 DW); total phenols (TPHE, µg GAE * g-1 DW); total flavonoids (TFLA, μg quercetin g-1 DW); vitamin A (VIT A, μg retinol 100 g-1 DW); vitamin C (VIT C, mg ascorbic acid g-1 DW.); vitamin E (VIT E, mg alpha-tocopherol 100 g-1 DW.);total anti-oxidant capacity (TAC, mg α- tocopherol *100 g-1 d.w.); 2,2-diphenyl-1-picrylhydrazyl (DPPH, % inhibition); 1,1-diphenyl-2-picrylhydrazyl (DPPH radical, μM Trolox g-1 d.w.); 2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid, (ABTS) Values in bold are different from 0 with a significance level alpha=0,05.
Variables |
TPRO |
TCAR |
LIC |
TCARB |
TPHE |
TFLA |
VITA |
VITC |
VITE |
TAC |
ABTS |
DPPH % |
DPPH |
TPRO |
1 |
0.956 |
0.969 |
0.990 |
0.044 |
0.961 |
0.700 |
0.987 |
0.293 |
1 |
0.882 |
-0.273 |
-0.273 |
TCAR |
0.956 |
1 |
0.868 |
0.908 |
-0.028 |
0.943 |
0.653 |
0.940 |
0.559 |
0.959 |
0.717 |
-0.049 |
-0.048 |
LIC |
0.969 |
0.868 |
1 |
0.994 |
-0.051 |
0.953 |
0.585 |
0.936 |
0.118 |
0.969 |
0.969 |
-0.315 |
-0.315 |
TCARB |
0.990 |
0.908 |
0.994 |
1 |
0.014 |
0.957 |
0.656 |
0.969 |
0.178 |
0.989 |
0.940 |
-0.323 |
-0.324 |
TPHE |
0.044 |
-0.028 |
-0.051 |
0.014 |
1 |
-0.232 |
0.735 |
0.199 |
-0.355 |
0.020 |
-0.057 |
-0.803 |
-0.801 |
TFLA |
0.961 |
0.943 |
0.953 |
0.957 |
-0.232 |
1 |
0.481 |
0.907 |
0.400 |
0.968 |
0.865 |
-0.034 |
-0.035 |
VITA |
0.700 |
0.653 |
0.585 |
0.656 |
0.735 |
0.481 |
1 |
0.804 |
0.050 |
0.684 |
0.494 |
-0.684 |
-0.683 |
VITC |
0.987 |
0.940 |
0.936 |
0.969 |
0.199 |
0.907 |
0.804 |
1 |
0.255 |
0.984 |
0.843 |
-0.379 |
-0.378 |
VITE |
0.293 |
0.559 |
0.118 |
0.178 |
-0.355 |
0.400 |
0.050 |
0.255 |
1 |
0.309 |
-0.113 |
0.694 |
0.695 |
TAC |
1 |
0.959 |
0.969 |
0.989 |
0.020 |
0.968 |
0.684 |
0.984 |
0.309 |
1 |
0.880 |
-0.250 |
-0.249 |
ABTS |
0.882 |
0.717 |
0.969 |
0.940 |
-0.057 |
0.865 |
0.494 |
0.843 |
-0.113 |
0.880 |
1 |
-0.417 |
-0.418 |
DPPH % |
-0.273 |
-0.049 |
-0.315 |
-0.323 |
-0.803 |
-0.034 |
-0.684 |
-0.379 |
0.694 |
-0.250 |
-0.417 |
1 |
1 |
DPPH |
-0.273 |
-0.048 |
-0.315 |
-0.324 |
-0.801 |
-0.035 |
-0.683 |
-0.378 |
0.695 |
-0.249 |
-0,418 |
1 |
1 |
Table 3.
Single phenolic acids contained in tomato differently cultivated: without fertilizers (Control, CTR) and with nitrogen:phosporous:potassium (NPK), horse manure (HM) sulphur-bentonite with orange residue (SB), Data are the means of three replicates of three independent experiments (n=36). The experimental data are the mean of six replicates. Different letters in the same row indicate significant differences p≤0.05.
Table 3.
Single phenolic acids contained in tomato differently cultivated: without fertilizers (Control, CTR) and with nitrogen:phosporous:potassium (NPK), horse manure (HM) sulphur-bentonite with orange residue (SB), Data are the means of three replicates of three independent experiments (n=36). The experimental data are the mean of six replicates. Different letters in the same row indicate significant differences p≤0.05.
|
CTR |
NPK |
HM |
SB |
|
CTR |
NPK |
HM |
SB |
Phenolic acids |
mg/g SS |
mg/g SS |
mg/g SS |
mg/g SS |
|
|
|
|
|
Gallic |
0.6a
|
0.3b
|
0.3b
|
|
Protocatechuic |
|
0.01a
|
0.02a
|
0.02a
|
Syringic |
|
0.01a
|
0.02a
|
0.02a
|
p-coumaric |
|
|
0.01 |
|
m-coumaric |
4a
|
0.6b
|
nd |
nd |
o-coumaric |
0.06a
|
0.04a
|
0.01a
|
0.05a
|
Trans-cinnamic |
|
|
2.83a
|
|
3-hydroxycinnamic |
|
|
|
|
Trans-4-hydroxycinnamic acid |
0.46c
|
0.3d
|
1.00b
|
1.58a
|
Synaptic acid |
0.02a
|
0.04a
|
0.04a
|
|
2,5 dihydroxy-benzoic acid |
0.03a
|
0.02a
|
0.01a
|
0.02a
|
Caffeic acid |
0.01a
|
0.02a
|
0.01a
|
0.01a
|
Chlorogenic acid |
0.56b
|
0.9a
|
0.1a
|
0.02c
|
Ferulic acid |
0.2b
|
|
0.34a
|
|
Table 4.
Single flavonoids contained in tomato differently cultivated: without fertilizers (Control, CTR) and with nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue (SB), Data are the means of three replicates of three independent experiments (n=36). The experimental data are the mean of six replicates. Different letters in the same row indicate significant differences p≤0.05.
Table 4.
Single flavonoids contained in tomato differently cultivated: without fertilizers (Control, CTR) and with nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue (SB), Data are the means of three replicates of three independent experiments (n=36). The experimental data are the mean of six replicates. Different letters in the same row indicate significant differences p≤0.05.
|
CTR |
NPK |
HM |
SB |
|
mg/g SS |
mg/g SS |
mg/g SS |
mg/g SS |
Flavonoids |
|
|
|
|
Procyanidin 2 |
0.2a
|
0.03b
|
0.03b
|
|
Pelargonidine |
0.05a
|
|
|
|
Cyanidine 3 O-glucoside |
0.15a
|
0.05b
|
0.03b
|
0.02b
|
Catechin |
0.08c
|
0.15b
|
0.3a
|
0.3a
|
Epicatechin |
0.12a
|
0.12a
|
0.03b
|
0.05b
|
Delphinidin |
0.54 a
|
0.52 a
|
0.1b
|
0.1b
|
Myricetin |
1.16a
|
1.42a
|
|
|
Luteolin |
0.04a
|
0.03a
|
0.02a
|
0.03a
|
Punicalagin |
0.07a
|
0.07a
|
|
|
Naringin |
|
|
|
0.02a
|
Quercetin |
0.05a
|
0.01a
|
|
0.02a
|
Kaempferol |
0.08c
|
|
2.1a
|
0.16b
|
Tocopherol |
2.1b
|
1.81c
|
|
2.99a
|
Procyanidin 1 |
|
0.16a
|
|
|
Vicenin 2 |
0.01b
|
0.08b
|
0.3a
|
0.08b
|
Erythrocin |
|
0.05a
|
|
|
Rutin |
0.26c
|
3a
|
0.56b
|
0.02d
|
Table 5.
Summary of discriminant chromatographic peak and their sensory descriptors (1-A: MTX5; 2-A: MTX 1701).
Table 5.
Summary of discriminant chromatographic peak and their sensory descriptors (1-A: MTX5; 2-A: MTX 1701).
Retention times |
Name |
Sensory descriptors |
13.56-1-A |
acetaldehyde |
Aldehydyc;ethereal; fresh; fruity |
49.70-1-A |
3-heptanol |
Green;herbaceous |
61.40-1-A |
ethyl hexanoate |
Anise;apple;banana;berry;fruity;fruity(sweet);green;pineapple;strawberry;sweaty;sweet;unripe;waxy; |
66.63-1-A |
(Z)-2-octenal |
Earthy;fatty;fruity;green;leafy;walnut |
10.68-2-A |
unknown |
|
38.74-2-A |
butane-2,3-dione |
Butter;caramelized;chlorine;creamy;fruity;pineapple;pungent;spirit;strong;sweet |
56.36-2-A |
hexanal |
Aldehydyc;ethereal; fresh; fruity: green; erbaceus |
90.80-2-A |
1-nonanol |
Dusty;fatty;floral;fresh;fruity;green;oily;orange;rose;wet |
Figure 1.
Pearson correlation (r) between single phenolic acids and total anti-oxidant capacity (TAC, mg α- tocopherol *100 g-1 d.w.); 2,2-diphenyl-1-picrylhydrazyl (DPPH, % inhibition); 1,1-diphenyl-2-picrylhydrazyl (DPPH radical, μM Trolox g-1 d.w.); 2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid (ABTS. % inhibition).
Figure 1.
Pearson correlation (r) between single phenolic acids and total anti-oxidant capacity (TAC, mg α- tocopherol *100 g-1 d.w.); 2,2-diphenyl-1-picrylhydrazyl (DPPH, % inhibition); 1,1-diphenyl-2-picrylhydrazyl (DPPH radical, μM Trolox g-1 d.w.); 2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid (ABTS. % inhibition).
Figure 2.
Pearson correlation (r) between single flavonoids, total anti-oxidant capacity (TAC, mg α- tocopherol *100 g-1 d.w.); 2,2-diphenyl-1-picrylhydrazyl (DPPH, % inhibition); 1,1-diphenyl-2-picrylhydrazyl (DPPH radical, μM Trolox g-1 d.w.); 2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid, (ABTS, % inhibition).
Figure 2.
Pearson correlation (r) between single flavonoids, total anti-oxidant capacity (TAC, mg α- tocopherol *100 g-1 d.w.); 2,2-diphenyl-1-picrylhydrazyl (DPPH, % inhibition); 1,1-diphenyl-2-picrylhydrazyl (DPPH radical, μM Trolox g-1 d.w.); 2,2′-azino-bis-3-ethylbenzthiazoline-6-sulphonic acid, (ABTS, % inhibition).
Figure 3.
PCA (principal component analysis) diagram of primary and secondary metabolites in tomato cultivated in soils without fertilizer (CTR)and with different fertilizers nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue (SB).
Figure 3.
PCA (principal component analysis) diagram of primary and secondary metabolites in tomato cultivated in soils without fertilizer (CTR)and with different fertilizers nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue (SB).
Figure 4.
PCA (principal component analysis) diagram of single phenolic acids in tomato cultivated in soils without fertilizer (CTR) and with different fertilizers nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue fertilizers sulphur-bentonite with orange residue (SB).
Figure 4.
PCA (principal component analysis) diagram of single phenolic acids in tomato cultivated in soils without fertilizer (CTR) and with different fertilizers nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue fertilizers sulphur-bentonite with orange residue (SB).
Figure 5.
PCA (principal component analysis) diagram of single flavonoids in tomato cultivated in soils without fertilizer (CTR) and with different fertilizers nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue fertilizers (SB).
Figure 5.
PCA (principal component analysis) diagram of single flavonoids in tomato cultivated in soils without fertilizer (CTR) and with different fertilizers nitrogen:phosporous:potassium (NPK), horse manure (HM) and sulphur-bentonite with orange residue fertilizers (SB).
Figure 6.
Odor maps or fingerprints obtained by UFGC of tomato samples fruits grown in unfertilized soil control (CONT) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur-bentonite with orange residue (SB) and horse manure (HM).
Figure 6.
Odor maps or fingerprints obtained by UFGC of tomato samples fruits grown in unfertilized soil control (CONT) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur-bentonite with orange residue (SB) and horse manure (HM).
Figure 7.
A heat map of tomato samples fruits grown in unfertilized soil control (CTR) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur-bentonite with orange residue (SB) and horse manure (HM) showing area of compounds by UFGC (green color means low peak area and red color is high in peak area, relatively).
Figure 7.
A heat map of tomato samples fruits grown in unfertilized soil control (CTR) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur-bentonite with orange residue (SB) and horse manure (HM) showing area of compounds by UFGC (green color means low peak area and red color is high in peak area, relatively).
Figure 8.
Biplot PCA of tomato samples grown in unfertilized soil control (CTR ) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur bentonite with orange residue (SB), and horse manure (HM ) and discrimination odorous compounds: acetaldehyde (13,56-1-A), 3-heptanol (49,70-1-A), ethyl hexanoate (61,40-1-A), (Z) -2-octanal (66,63-1-A), unknow (10,68-2-A), butane-2, 3-dione (38,74-2-A), hexanal (56,36-2-A) and 1-nonanol (90,80-2-A),.
Figure 8.
Biplot PCA of tomato samples grown in unfertilized soil control (CTR ) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur bentonite with orange residue (SB), and horse manure (HM ) and discrimination odorous compounds: acetaldehyde (13,56-1-A), 3-heptanol (49,70-1-A), ethyl hexanoate (61,40-1-A), (Z) -2-octanal (66,63-1-A), unknow (10,68-2-A), butane-2, 3-dione (38,74-2-A), hexanal (56,36-2-A) and 1-nonanol (90,80-2-A),.
Figure 9.
Radar chart of selected discriminant peak of tomato samples grown in unfertilized soil control (CTR -
) and soils fertilized with nitrogen: phosphorous: potassium (NPK -
), sulphur bentonite with orange residue (SB -
), and horse manure (HM -
) and discrimination odorous compounds: acetaldehyde (13,56-1-A), 3-heptanol (49,70-1-A), ethyl hexanoate (61,40-1-A), (Z) -2-octanal (66,63-1-A), unknow (10,68-2-A), butane-2, 3-dione (38,74-2-A), hexanal (56,36-2-A) and 1-nonanol (90,80-2-A).
Figure 9.
Radar chart of selected discriminant peak of tomato samples grown in unfertilized soil control (CTR -
) and soils fertilized with nitrogen: phosphorous: potassium (NPK -
), sulphur bentonite with orange residue (SB -
), and horse manure (HM -
) and discrimination odorous compounds: acetaldehyde (13,56-1-A), 3-heptanol (49,70-1-A), ethyl hexanoate (61,40-1-A), (Z) -2-octanal (66,63-1-A), unknow (10,68-2-A), butane-2, 3-dione (38,74-2-A), hexanal (56,36-2-A) and 1-nonanol (90,80-2-A).
Figure 10.
A heat map of discriminant chromatographic peak of tomato samples fruits grown in unfertilized soil control (CONT) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur bentonite with orange residue (SB), and horse manure (HM) showing area of compounds by UFGC (green color means low peak area and red color is high in peak area, relatively).
Figure 10.
A heat map of discriminant chromatographic peak of tomato samples fruits grown in unfertilized soil control (CONT) and soils fertilized with nitrogen: phosphorous: potassium (NPK), sulphur bentonite with orange residue (SB), and horse manure (HM) showing area of compounds by UFGC (green color means low peak area and red color is high in peak area, relatively).