Next Article in Journal
Chemical Composition of Five Lamiaceae Essential Oils and Their Insecticidal and Phytotoxic Activity
Next Article in Special Issue
Unveiling Iso- and Aniso-Hydric Disparities in Grapevine—A Reanalysis by Transcriptome Portrayal Machine Learning
Previous Article in Journal
Comparative Analysis of the Characteristics of Two Hardy Kiwifruit Cultivars (Actinidia arguta cv. Cheongsan and Daebo) Stored at Low Temperatures
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Foliar Co-Applications of Nitrogen and Iron on Vines at Different Developmental Stages Impacts Wine Grape (Vitis vinifera L.) Composition

School of Agriculture, Ningxia University, Yinchuan 750021, China
*
Author to whom correspondence should be addressed.
Plants 2024, 13(16), 2203; https://doi.org/10.3390/plants13162203
Submission received: 29 June 2024 / Revised: 2 August 2024 / Accepted: 8 August 2024 / Published: 9 August 2024

Abstract

:
The co-application of N and Fe can improve wine grape composition and promote the formation of flavor compounds. To understand the effects of foliar co-application of N and Fe on wine grape quality and flavonoid content, urea and EDTA-FE were sprayed at three different developmental stages. Urea and EDTA-Fe were sprayed during the early stage of the expansion period, at the end of the early stage of the expansion period to the late stage of the veraison period, and during the late stage of the veraison period. The results demonstrated that the co-application of urea and EDTA-Fe, particularly N application during the late stage of the veraison period and Fe application during the early stage of the berry expansion period (N3Fe1), significantly improved grape quality. Specifically, the soluble solid content of berries increased by 2.78–19.13%, titratable acidity decreased by 6.67–18.84%, the sugar-acid ratio became more balanced, and yield increased by 13.08–40.71%. Further, there was a significant increase in the relative content of amino acids and flavonoids. In conclusion, the application of Fe and N fertilizers at the pre-expansion and late veraison stages of grapes can significantly improve the quality and yield of berries; ultimately, this establishes a foundation for future improvement in the nutritional value of grapes and wine.

1. Introduction

Grapes (Vitis vinifera L.) are one of the most important fruit crops grown worldwide due to their yield and economic value. In China, grapes hold significant cultural and economic importance, contributing extensively to both domestic consumption and export markets. The quality of grape berries is closely related to the balance between primary and secondary metabolites, which are essential for producing high-quality wines. Primary metabolites, such as glucose and fructose, are the main sugar compounds in grapes. High sugar accumulation in berries enhances the volatility of aromatic compounds, which is crucial for the wine’s flavor profile [1]. The amounts of these metabolites can be influenced by factors such as variety, harvest time, and berry sanitation [2,3]. Secondary metabolites, including tannins, anthocyanins, total phenols, and flavonoids, are primarily distributed in the pericarp and seed coat of grapes [4]. These compounds have antioxidant functions, protecting grapes from ultraviolet radiation and pathogens, and play a significant role in determining the quality of red wine; additionally, these metabolites also play an important role in the quality parameters of red wine [5,6].
Fertilization practices profoundly impact grape quality. The application of fertilizers affects various quality parameters, including berry size, sugar content, acidity, and the concentration of phenolic compounds. Mineral nutrition significantly affects grape yield and quality [7]. Among all nutrients, nitrogen (N) is essential as it forms part of major biological molecules, including chlorophyll, amino acids, nucleic acids, and hormones. These molecules significantly impact the nutritional growth, yield, metabolism, and energy production of grapes [8]. Insufficient N availability due to improper fertilization can hinder shoot growth, reproductive shoot development, and seed setting rate, ultimately affecting the growth, development, and yield of grapevines [9]. Conversely, proper N fertilization can significantly increase leaf N content, dry matter quality, and yield [10].
Iron (Fe) is another crucial micronutrient for grapevines. It acts as a cofactor or component of many enzymes involved in electron transfer and redox reactions [11]. Fe is vital for various physiological processes, such as photosynthesis, respiration, enzyme activation, chlorophyll biosynthesis, carbon and nitrogen assimilation, and phospholipid synthesis [12]. Therefore, Fe fertilization can influence fruit quality factors and yield in many fruit trees [13]. Numerous studies have demonstrated the benefits of foliar Fe spray on vineyard yield and berry sugar content [14]. However, traditional grape cultivation often relies on macronutrient fertilizers, neglecting the importance of micronutrients. Moreover, there is a lack of studies evaluating the variety, application rate, and timing of Fe fertilizers.
The synergetic application of macronutrient and micronutrient fertilizers is an important direction in plant nutrition research. This approach can promote the uptake of nutrient-rich elements in crops, improving crop yield and quality. Specifically, the coordinated application of N and Fe fertilizers, where some N forms interact with Fe uptake, can enhance crop yield and quality and alleviate Fe deficiency symptoms in plants [15,16]. However, the effects of N and Fe fertilization on soluble sugars, total phenols, and the antioxidant capacity of grape berries are not well understood. Additionally, there is a paucity of studies examining the impact of combined N and Fe fertilization at different growth stages on grape berry composition.
This study evaluates the combined effects of N and Fe fertilization on grape berry composition across different growth stages. Unlike previous research that primarily focuses on either macronutrient or micronutrient application, this study integrates the synergetic application of both N and Fe. By doing so, it provides a holistic understanding of how these nutrients interact and influence grape quality parameters such as soluble sugars, total phenols, and antioxidant capacities. Additionally, the study spans multiple developmental stages of grapevines, offering insights into the optimal timing for nutrient application to maximize berry quality and yield. This multifaceted approach not only addresses gaps in current literature but also has practical implications for improving vineyard management practices and enhancing the economic value of wine grapes. The primary aim of this research is to compare the effects of N and Fe co-application at different growth stages on grape physiological growth, berry composition, and flavonoid compounds, providing a foundation for the enhancement of wine grape quality through a comprehensive evaluation of N and Fe interactions across different growth periods.

2. Results

2.1. Effect of Co-Application of N and Fe on Photosynthetic Parameters of Wine Grape Leaves at Different Developmental Stages

As shown in Table 1, there were significant differences in the photosynthetic parameters of grape leaves from different treatments. The Pn content of grape leaves from treatments N1Fe1 and N3Fe1 was significantly higher than that from other treatments, with 13.35–14.2 μmol m−2 s−1 and 122.0–124.5 μmol m−2 s−1, respectively. The Gs content was higher in leaves from N1Fe1, N2Fe1, and N3Fe2 than in other treatments. The Tr of leaves from treatment N1Fe1 was the highest, reaching 3.73 vμmol m−2 s−1, while the Ci and WUE were the highest in leaves from the N3Fe1 treatment, at 332.0 μmol mol−1 and 6.48%, respectively. Overall, except for the interaction between N and Fe in leaf Tr, the application of N or Fe had a significant impact on grape leaf photosynthesis.
Further analysis of grape leaf chlorophyll content between treatment groups (Figure 1) revealed significant differences in chlorophyll a, chlorophyll b, and total chlorophyll. Chlorophyll a content was relatively higher in leaves from Fe1 treatment and reached a maximum value of 1.14 mg g−1 in leaves from treatment N2Fe1. Alternatively, chlorophyll b content was highest at 0.59 mg g−1 in leaves treated with N1Fe2, 11.32–68.75% higher compared to the remaining treatments. Overall, compared to the other treatments, the total chlorophyll content of the leaves of the N2Fe1 treatment was 1.66 mg g−1, which was higher than that of the N1Fe3, N2Fe2, N3Fe2, and N3Fe3, respectively, by 8.17–52.29%, 24.64–28.21%, 23.63–57.24% and 48.29–65.56%, respectively. In addition, the N3Fe2 and N3Fe3 treatments significantly increased the ratio of chlorophyll a to chlorophyll b compared to the other treatments.

2.2. Effect of Co-Application of N and Fe on N and Fe Contents in Leaves and Petioles of Wine Grape at Different Developmental Stages

The N and Fe contents in the leaves of wine grapes were significantly higher than in petioles (Figure 2). The total N content in grape leaves was significantly affected by the interaction between N and Fe fertilizer; the highest content of N was 32.49 g kg−1 in the N1Fe1 treatment, which possessed an average increase of 8.14% compared to the other treatments. Except for the highest total N content in petioles from the N3Fe1 treatment, there were no significant differences observed among the other treatments. Nonetheless, the total Fe content in the leaves and petioles of each treatment was significantly different; the total Fe content in the leaves of each treatment was as follows: N1Fe2 > N1Fe3 > N2Fe2 > N2Fe1 > N2Fe3 > N3Fe1 > N1Fe1 > N3Fe2 > N3Fe3; further, the total Fe content in petioles of each treatment was as follows: N2Fe2 > N1Fe2 > N3Fe3 > N3Fe2 > N1Fe3 = N2Fe1 = N2Fe3 > N1Fe1 > N3Fe1. The ratio of N content in leaves to N content in petioles was significantly higher under the N1Fe1 and N1Fe2 treatments than under the N2Fe2 and N3Fe1 treatments but was not expected to be significantly different from the treatments; however, the ratios of Fe content in leaves to Fe content in petioles varied significantly among the treatments. Overall, the N1Fe2, N1Fe3, and N3Fe1 treatments significantly increased the ratio of Fe content in leaves to Fe content in petioles compared to the other treatments.

2.3. Effect of Co-Application of N and Fe on N and Fe Contents in Leaves and Petioles of Wine Grape at Different Developmental Stages

As shown in Table 2, the effects of N and Fe co-application on the morphological indices of wine grapes were significantly different. The different application periods of N and Fe fertilizers significantly affected berry size, raceme length, and weight of the berries. Applying N and Fe fertilizers in the late stage of the berry veraison period significantly increased berry size, raceme length, and weight of berries. The berry size, raceme length, and berry weight from the N3Fe1 and N3Fe2 treatments were 6.32–40.14%, 19.81–48.77%, 1.52–8.29% higher than the other treatments, respectively. During the later stage of the veraison period, N application significantly increased berry yield and reached the peak value in the N3Fe1 treatment, which was 1.56 kg (yield plant) and 7355 kg ha−2 (yield), which increased by 13.08–40.71% compared to other treatments, followed by N3Fe2, N3Fe3, and N2Fe3.

2.4. Effect of Co-Application of N and Fe on Wine Grape Quality at Different Developmental Stages

The SSC of wine grapes from the N3Fe1 treatment was 2.78 to 19.13% higher than the other treatments (Table 3). The titratable acidity of wine grapes from the N3Fe1 treatment was 6.67 to 18.84% lower than the other treatments. Consequently, the SSC/TAC ratio was highest in all N3Fe1 treatments (50.42), representing an increase of 16.29–40.05% compared to the other treatments. The highest tannin content was observed in the N2Fe3 treatment, with an increase of 1.58–20.24% over other treatments. The N3Fe3 treatment yielded the highest anthocyanin content, with an increase of 16.19–45.05% relative to other treatments. Finally, the highest total phenolic content was found in the N2Fe3 treatment group, with an increase of 1.48–60.64% compared to the alternative treatments.

2.5. Effect of Co-Application of N and Fe on Wine Grape Relative Content of Essential Amino Acids at Different Developmental Stages

The synergistic application of N and Fe at different stages had a highly significant effect on the relative content of amino acids in berries (Table 4), in which the N3Fe1 treatment showed a significantly higher content the content of L-Serine, L-Proline, L-Threonine, L-Aspartic Acid, L-Lysine, L-Histidine, L(+)-Arginine, Glycine, and L-Glutamic acid, and N3Fe2 treatment significantly increased the content of L-methionine, L-phenylalanine, L(+)-Arginine and L-Glutamic acid. In general, N application, Fe application, and the interaction of N and Fe had a significant impact on the contents of L-threonine, L-lysine, L-methionine, L(+)-Arginine, Glycine, and L-Glutamic acid. The changes in N application periods significantly or highly significantly affected the content of various amino acids in the berries, with the highest relative content at N3, followed by N2 and then N1; this indicated that supplemental nitrogen fertilization at the late stage of veraison significantly increased the amino acid content of grape berries.

2.6. Effect of Co-Application of N and Fe on Wine Grape Yield Flavonoids Content at Different Developmental Stages

Following differential flavonoid metabolite analysis of wine grape peel, 33 different flavonoid compounds out of a total of 46 were screened. The differences in the relative flavonoid content in grape peel at different periods of N and Fe co-application are shown in Table 5. There was no significant difference between the concentrations of silibinin, puerarin, rutin, cianidanol, dihydroxybenzoic acid, naringenin, myricetin, morin, daidzin, vitexin, icariin, troxerutin, L-epicatechin, isorhamnetin, genistin and procyanidin B2 in the peel under the conditions of N and Fe co-application at different stages. Nonetheless, N3Fe1 treatment significantly increased the contents of genistein, apigenin, baicalin, hesperetin, hesperidin, protocatechualdehyde, luteolin, diosmin, neohesperin, and artemisinin. N1Fe1 treatment significantly increased the myricitrin, hyperoside, and astragalin contents. Alternatively, N3Fe2 treatment significantly increased the content of quercetin and taxifolin rhamnoside.

3. Discussion

3.1. Physiological Growth of Wine Grape

Plants accumulate dry matter predominantly through photosynthesis; this accumulation can, then, directly affect their growth, yield, and quality [17]. Different soil moisture levels and N and Fe supplies can also affect the photosynthetic capacity, growth, and dry matter accumulation of plants, thus directly affecting their productivity [18]. Many studies have demonstrated the relationship between N fertilizer, Fe fertilizer, and photosynthesis [19,20], and some have established that appropriately delaying the nitrogen application period is conducive to improving the net photosynthetic rate of leaves, delaying leaf senescence, and prolonging photosynthetic time [21]. Additionally, the application of Fe fertilizer affects the stomatal structure of fruit tree leaves, therefore affecting leaf photosynthesis [22]. Overall, the present study demonstrated that co-applications of N and Fe application at different growth stages affected the photosynthetic index of leaves in wine grapes. The most suitable application period of N and Fe fertilizer was the application of N at the later stage of veraison and Fe at the early stage of expansion, aligning with prior studies [23].
Chlorophyll is an important component in plant photosynthesis, and its content can reflect the intensity of photosynthesis in functional plant leaves. Fe deficiency leads to changes in the chloroplast lamellae structure and a decrease in the number of chloroplast bases. In severe cases of Fe deficiency, it also leads to the disintegration of chloroplasts, thereby inhibiting photosynthesis [24]. It was established that, within a certain range, the chlorophyll content and photosynthetic rate of plant leaves are positively correlated with the N content of these leaves; in contrast, N supply imbalance could lead to the decline of photosynthetic capacity [25]. In the present study, the total chlorophyll content was highest when plants were under the treatment of N application from the expansion period to the veraison period and Fe application at the early stage of the expansion period. The results of this Fe treatment strategy corresponded with the understanding that Fe acts as a cofactor or component of various proteins and enzymes that are involved in the electron transfer system and reduction/oxidation reactions [11] and dominates some important physiological processes, such as photosynthesis, respiration, enzyme activation in the early stage of crop reproduction, and growth. In addition, early application of N and Fe may contribute to the initial establishment of photosynthetic mechanisms, whereas late application (N3Fe3) may enhance specific pathways associated with chlorophyll a synthesis more than chlorophyll b. The results of this study suggest that the use of N and Fe at early stages of growth may be more effective than that of chlorophyll b. This may be due to the fact that different growth stages have different nutritional requirements. At later stages of development, plants may prioritize chlorophyll a synthesis, which is more directly involved in the light reactions of photosynthesis. Higher chlorophyll A/b ratios may increase the plant’s ability to utilize available light more efficiently, which is critical during periods of high photosynthetic activity.
This study also found that the content of N and Fe in the leaves was the highest following N and Fe application in the early stage of the expansion period, indicating that the application of key nutrients on the leaf surface at the appropriate time of the growing season can directly or indirectly affect the internal solubility of nutrients. These findings align with a previous study that found that grape plants treated with 1% Fe-EDDHA combined with 1% urea possessed a higher N concentration than that in plants treated with only urea [26]. In addition, the application of N and Fe (N1Fe1) in the early stage of the expansion period significantly increased the ratio of N and Fe content in leaves and petioles, which may be related to the nutrient requirements of the developmental stages of the vine. During the early expansion period, leaf development has a higher demand for nutrients such as N, whereas, during the veraison period, the focus may shift to fruit development, affecting the distribution of nutrients. Therefore, early fertilization, especially with N, may enhance nutrient accumulation in the leaves, while strategic application of Fe may significantly increase Fe levels in the leaves, resulting in improved crop health and yield.

3.2. Quality and Morphology of Wine Grape

Sugars and organic acids are the raw materials required for the synthesis of many other compounds; therefore, the content of these materials strongly affects the corresponding berry quality, thereby determining the taste and flavor of the fruit [27]. Within a certain range, leaves with high N content have been determined to be non-conducive to sugar accumulation in grape berries. Therefore, the proper application of N can improve the sugar content of berries [28]. Alternatively, Fe deficiency can lead to an increase in acid content and a decrease in sugar content in berries [29]. Results from the present study demonstrated that the soluble solid content of grape berries was the highest, and the titratable acidity content was the lowest with treatment of N at the late stage of the veraison period and Fe at the early stage of the expansion period. Overall, this indicated that the absorption and utilization of N and Fe by grapes at different growth stages were different; therefore, the application of N and Fe during the appropriate growth periods can promote an increase in the sugar-to-acid ratio in grape berries.
The tannin and total phenol contents were the highest when grapes were grown under the conditions of N application from the expansion period to the veraison period and Fe application at the later stage of the veraison period. Additionally, the anthocyanin content was the highest under the conditions of N and Fe application both at the later stage of the veraison period. Overall, these results can be attributed to the understanding that tannin and total phenols are affected by the interaction between N and Fe application periods, whereas anthocyanins are primarily affected by the Fe application period. Grapes require a large amount of anthocyanin during the veraison period, and the sugar formed by photosynthesis is an important substance for the synthesis of anthocyanin; therefore, Fe application can improve the efficiency of photosynthesis and promote the synthesis of anthocyanin [30,31]. In the present study, the application of N fertilizer at the later stage of the veraison period significantly increased the berry weight and yield of grape berries; this may be due to the increased nutrient demand of grape berries when they enter the veraison period. Therefore, applying nitrogen fertilizer at the later stage of the veraison period can provide sufficient nutrients for grapes, improve the quality of berries, and promote fruit ripening.

3.3. Amino Acids and Flavonoids of Wine Grape

Applying N fertilizer at the later stage of grape growth can increase the amino acid content in grape berries to meet the demand for N, promote the synthesis of secondary metabolites and aromatic substances, and effectively increase the content of important precursor amino acids of secondary metabolism [32]. Amino acids in wine grapes have been shown to be related to the formation of higher alcohols and esters, and N fertilizer can increase the content of 18 amino acids [33]. The results of the present study demonstrated that the combined application of N and Fe at different stages increases the relative content of essential amino acids in the grape peel. Application of N at different growth stages had a significant or strongly significant effect on the relative content of the 11 amino acids detected in grape peel; additionally, Fe application at these different stages also significantly affected the relative contents of L-Threonine, L-Lysine, L-Methionine, L(+)-Arginine, Glycine, and L-Glutamic acid.
Flavonoids and non-flavonoid phenols are among the most important secondary metabolites in grapes [34]. Flavonoids are the most abundant phenolic substances in grapes and wines and are primarily distributed in the berry peel and seed coat; these components of grapes can resist the damage of ultraviolet rays and pathogens and have several functions, such as antioxidant activity [4]. Álvarez-Fernández et al. [35] found that Fe can improve photosynthetic efficiency, which can then affect the way vines use precursors to synthesize phenolic compounds or other secondary metabolites. Further, the present study demonstrated that the synergistic application of N and Fe at different growth stages affected the flavonoids in grape peel; additionally, the period in which N application occurred had a significant impact on these grape peel flavonoids. Compared with the N application at the early stage of the veraison period, the N application at the late stage of the veraison period can significantly improve the flavonoids in grape peel because the late veraison stage is the most active stage of flavonoid synthesis in grapes; therefore, rapid foliar N supplementation at the correct growth period can effectively improve flavonoids in grapes and wine [34].

4. Materials and Methods

4.1. Cultivation and Experimental Design

The experiment was conducted from April 2022 to October 2022 at Lilan Winery (105°58′20″ E, 38°16′38″ N) in the core area of the wine grape production region of eastern Helan Mountain, China. The trial site is at an altitude of 1129 m, with sufficient light, an average annual temperature of 8.9 °C, an annual sunshine rate of >65%, an average annual precipitation of 190 mm, and a frost-free period of 180 days [30]. The soil type is light, gravelly live soil, and the soil texture is gravelly sandy soil. The grapes analyzed were 8-year-old Cabernet Sauvignon grapes planted in a north-south direction, with a “sloping frame” training system, plant spacing of 0.6 × 3.5 m, and plant density of 4760 plants per hectare. The trial was conducted with 4.5 tons of sheep manure per hectare as the base fertilizer; no chemical fertilizer was applied throughout the trial except for foliar N and Fe fertilization. The irrigation method used was drip irrigation with a fertility irrigation quota of 3000 m3 ha−2. Urea was used for foliar N application, and iron ethylenediaminetetraacetic acid (EDTA-Fe) was used for foliar Fe application.
The chemical characteristics of the soil before the start of the experiment are presented in Table 6. Soil samples from different layers were collected using a soil auger. The following methods were used for analysis: alkaline hydrolysis diffusion for available nitrogen, molybdenum-antimony anti-spectrophotometry for available phosphorus, flame photometry for available potassium, Kjeldahl method for total nitrogen, DTPA extraction-Inductively Coupled Plasma Mass Spectrometry (ICP-MS, LC 1260 MS G6420A, Aglient, Thermofisher, Waltham, MA, USA) for available iron, and strong acid digestion-ICP-MS for total iron [36,37].
The experiment adopted a split-zone design (Table 7), with the N fertilizer application period as the main zone. Three alternative N treatments were utilized at different stages: N1 (N application in the early stage of the expansion period), N2 (N application from the early stage of expansion to the late stage of the veraison period), and N3 (N application at the late stage of the veraison period). The Fe fertilization period was used as a secondary zone. The three corresponding treatments of Fe were as follows: Fe1 (Fe application in the early stage of the expansion period), Fe2 (Fe application from the early stage of expansion to the late stage of the veraison period), and Fe3 (Fe application in the late stage of the veraison period). N fertilizer was applied with a mass concentration of 2.5‰ urea; Fe fertilizer was applied with a mass concentration of 1.5‰ EDTA-Fe. Overall, there was a total of 9 treatments, each with 3 replicates and a total plot area of 567 m2, which were sprayed with an electric sprayer (20 L, backpack-type electric sprayer with a stirring function, Zhunongli); other cultivation measures were maintained as before.

4.2. Photosynthetic Characteristics and N and Fe Contents of Leaves

The photosynthetic characteristics of grape leaves in each treatment, including the net photosynthetic rate (Pn), stomatal conductance (Gs), transpiration rate (Tr), intercellular CO2 concentration (Ci), and water use efficiency (WUE), were measured at 8:00 a.m. on 24 August 2022 using the LI-6800 convenient photosynthetic measurement system (LI-COR, Lincoln, NE, USA). From each treatment group, ten randomly selected leaves of uniform length and height on the same side of each plant were quickly placed in a sampling box with dry ice and brought back to the laboratory to determine chlorophyll a and chlorophyll b content. The chlorophyll a and b were extracted using an 80% acetone solution, and their concentrations were measured using spectrophotometry at specific wavelengths (typically 663 nm for chlorophyll a and 645 nm for chlorophyll b) [38,39].
Leaves and petioles of the plants were collected at the ripening stage of the grapes, killed at 100 °C, and dried at 65 °C until constant weight. The leaves were crushed in a crusher (1500 g, RS-FS1612 crusher, Rongshida, Royalstar, Hefei, China), passed through a 0.25 mm sieve, mixed, and bagged (100 mm × 150 mm transparent sealable bag, Weiyu, Yueqia, Shanghai, China). The total N content of the plants was determined using the H2SO4-H2O2 digestion-Kjeldahl method. The Fe content of the plant samples was determined using a rigorous analytical procedure. Initially, the samples were incinerated in a muffle furnace at 550 °C to ensure complete combustion of organic matter. Subsequently, the residual ash was analyzed using an inductively coupled plasma optical emission spectrometer (ICP-MS, LC 1260 MS G6420A, Aglient, Thermofisher, Waltham, MA, USA) for precise quantification of the Fe content [40,41].

4.3. Berry Quality, Yield, and Amino Acid and Flavonoid Content

Grapes from each plot were harvested during ripening for yield measurement; additionally, the plants were surveyed to obtain the yield per plant, which was converted to yield per hectare in each plot according to the planting density. Specifically, 100 wine grapes were randomly selected from each plot, and their weight was measured using an electronic balance (capacity of 200 g and an accuracy of 0.01 g, TD20002A, LICHEN, Li Chen Bunsey instrument, Shanghai, China); additionally, berries were randomly selected, and their diameters measured using Vernier calipers (BXGYBKC-220779, SYNTEK, Deqing Sheng Taixin, Huzhou, China). Finally, three bunches of grapes were randomly selected from each plot, and their lengths were measured using a measuring tape. The total soluble solids content (SSC), representing the concentration of dissolved sugars, was determined using a handheld refractometer (0–90% BRIX, handheld sugar meter, AIREP, AIREP instrument, Zibo, China), while the reducing sugars were quantified through the process of 3,5-dinitrosalicylic acid titration, and the titratable acidity (Tartaric acid) content (TAC) was determined by NaOH titration [42]. Grape berries were rapidly frozen with liquid nitrogen and then manually ground into powder using a mortar and pestle; 5 g of the powder was extracted with acidified methanol (Methanol acidified with 0.1% hydrochloric acid (v/v)) and then centrifuged three times (MK-20RB high and low-speed cryo-centrifuge, Michael, Michael Technology, Shenzhen, China), followed ultrasonication for 15 min at a frequency of 40 kHz and a temperature of 25 °C, was used to determine tannin, total phenol and anthocyanin content. Tannin content was determined using the Folin–Denis method, which involves reacting tannins with phosphotungstomolybdic acid and measuring the blue color formed at 760 nm using a spectrophotometer. The total phenol content was determined using the Folin–Ciocalteu method, where phenols react with the Folin–Ciocalteu reagent to produce a blue complex that can be quantified spectrophotometrically at 765 nm. The anthocyanin content was determined using the pH differential method, which measures the absorbance of anthocyanins at two different pH levels (typically pH 1.0 and pH 4.5) to account for structural changes and calculates the concentration based on the differential absorbance [43,44,45].
On 25 September 2022, 30 berries were randomly selected from each plot, fifteen of which were used for the determination of amino acids and the other fifteen for the determination of flavonoids. For the determination of amino acids [46], seeds were removed prior to grinding the fruits into powder under liquid N. The seeds were collected into a 50 mL bag. The powder was collected into 50 mL centrifuge tubes and centrifuged at 10,000 rpm for 10 min at the same temperature conditions after soaking in distilled water for 4 h at 4 °C. The berries’ juice was filtered through a 0.45 μm nylon membrane, and 100 μL of the filtered juice was mixed with 50 μL of internal standard solution and 400 μL of 0.1 mol L−1 HCl. The separation column used was the AJS-02 column (4.6 mm × 150 mm, 3 μm) at a temperature of 45 °C. The alternative part, the determination of flavonoids in grape peels, was rapidly frozen in liquid N and vacuum dried (53 L, LCDZF-6050AB vacuum drier, LICHEN, Li Chen Bunsey instrument, Shanghai, China). The dried berries were then ground into powder for 1.5 min at a frequency of 30 Hz using a grinder (MM400 mixer mill, Retsch GmbH, Haan, GER). The powder was extracted using a 70% methanol solution and was mixed six times in a vortex mixer for 30 s each time with a 30-min interval and left overnight at 4 °C. The remaining homogenate was centrifuged (MK-20RB high-low speed refrigerated centrifuge, Michael, Michael Technology, Shenzhen, China) at 12,000 rpm for 10 min, and the supernatant was aspirated and filtered through a 0.22 µm PTFE microporous membrane for ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) analysis using a Xevo TQ-S system (Waters, Milford, MA, USA) [47].

4.4. Statistical Analysis

All data were analyzed using SPSS 19.0 (IBM Co., Armonk, NY, USA). The graph creation and correlation analysis were performed using Origin 2022 (Origin Lab Co., Northampton, MA, USA). The Tukey Honestly Significant Difference (HSD) test was employed to assess variations among all treatments (p ≤ 0.05), while a two-way ANOVA was utilized to elucidate the interaction effects between N and Fe (* p ≤ 0.05; ** p ≤ 0.01; *** p ≤ 0.001; NS nonsignificant differences).

5. Conclusions

In this study, we determined that spraying N and Fe fertilizers at different growth stages affected the berry composition and quality of wine grapes. N application during the late stage of the veraison period and Fe application during the early stage of the berry expansion period significantly improved several parameters, such as increasing the photosynthetic parameters and soluble solid content of grape berries, decreasing the titratable acidity content, balancing the sugar-to-acid ratio, increasing the berry weight and yield, and increasing the relative content of certain amino acids and flavonoid compounds in berries. These results provide an important theoretical basis for local grape quality improvement and wine fermentation; however, the specific amino aci d and flavonoid metabolic pathways in berries during the grape veraison period remains unclear, and the mechanism of the combined effect of N and Fe on berry composition needs to be further established.

Author Contributions

X.F.: Conceptualization (lead); formal analysis (equal); software (lead); writing-original draft (equal); X.C.: Investigation (lead); Y.C.: Data curation (equal); Y.H.: Data curation (equal); Investigation (lead); R.W.: Funding acquisition (lead); Formal analysis (equal); Y.W.: Writing-review and editing (lead). All authors have read and agreed to the published version of the manuscript.

Funding

This study was supported by The Key Research and Development Program of Ningxia (2023BCF01001), this project is funded by the Ministry of Science and Technology, PRC. And the Ningxia Science and Technology Leading Talent Project (2023GKLRLX13), this project is funded by the department of Science and Technology of Ningxia Hui Autonomous Region.

Data Availability Statement

The data supporting the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

We thank our colleagues for their comments regarding this paper, and the journal’s editors and anonymous reviewers for their critical reviews and comments regarding this manuscript.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Ali, K.; Maltese, F.; Choi, Y.H.; Verpoorte, R. Metabolic constituents of grapevine and grape-derived products. Phytochem. Rev. 2010, 9, 357–378. [Google Scholar] [CrossRef]
  2. Dai, Z.W.; Ollat, N.; Gomès, E.; Decroocq, S.; Tandonnet, J.P.; Bordenave, L.; Pieri, P.; Hilbert, G.; Kappel, C.; van Leeuwen, C.; et al. Ecophysiological, genetic, and molecular causes of variation in grape berry weight and composition: A review. Am. J. Enol. Vitic. 2011, 62, 413–425. [Google Scholar] [CrossRef]
  3. Coombe, B.G. Growth Stages of the Grapevine: Adoption of a system for identifying grapevine growth stages. Aust. J. Grape Wine R. 1995, 1, 104–110. [Google Scholar] [CrossRef]
  4. Tian, B.; Harrison, R.; Morton, J.; Jaspers, M. Changes in pathogenesis-related proteins and phenolics in Vitis vinifera L. cv.‘Sauvignon Blanc’grape skin and pulp during ripening. Sci. Hortic. 2019, 243, 78–83. [Google Scholar] [CrossRef]
  5. Daglia, M.; Di Lorenzo, A.; FNabavi, S.; STalas, Z.; MNabavi, S. Polyphenols: Well beyond the antioxidant capacity: Gallic acid and related compounds as neuroprotective agents: You are what you eat! Curr. Pharm. Biotechnol. 2014, 15, 362–372. [Google Scholar] [CrossRef]
  6. Garrido-Bañuelos, G.; Buica, A.; Schückel, J.; Zietsman, A.J.; Willats, W.G.; Moore, J.P.; Du Toit, W.J. Investigating the relationship between grape cell wall polysaccharide composition and the extractability of phenolic compounds into Shiraz wines. Part I: Vintage and ripeness effects. Food Chem. 2019, 278, 36–46. [Google Scholar] [CrossRef]
  7. Keller, M.; Kummer, M.; Vasconcelos, M.C. Reproductive growth of grapevines in response to nitrogen supply and rootstock. Aust. J. Grape Wine R. 2001, 7, 12–18. [Google Scholar] [CrossRef]
  8. Bell, S.-J.; Henschke, P.A. Implications of nitrogen nutrition for grapes, fermentation and wine. Aust. J. Grape Wine Res. 2005, 11, 242–295. [Google Scholar] [CrossRef]
  9. Celette, F.; Findeling, A.; Gary, C. Competition for nitrogen in an unfertilized intercropping system: The case of an association of grapevine and grass cover in a Mediterranean climate. Eur. J. Agron. 2009, 30, 41–51. [Google Scholar] [CrossRef]
  10. Pascual, M.; Villar, J.M.; Rufat, J. Water use efficiency in peach trees over a four-years experiment on the effects of irrigation and nitrogen application. Agr. Water Manag. 2016, 164, 253–266. [Google Scholar] [CrossRef]
  11. Curie, C.; Briat, J.-F. Iron transport and signaling in plants. Annu. Rev. Plant Biol. 2003, 54, 183–206. [Google Scholar] [CrossRef] [PubMed]
  12. Curie, C.; Cassin, G.; Couch, D.; Divol, F.; Higuchi, K.; Le Jean, M.; Misson, J.; Schikora, A.; Czernic, P.; Mari, S. Metal movement within the plant: Contribution of nicotianamine and yellow stripe 1-like transporters. Ann. Bot. 2009, 103, 1–11. [Google Scholar] [CrossRef] [PubMed]
  13. Álvarez-Fernández, A.; Paniagua, P.; Abadía, J.; Abadía, A. Effects of Fe deficiency chlorosis on yield and fruit quality in peach (Prunus persica L. Batsch). J. Agric. Food Chem. 2003, 51, 5738–5744. [Google Scholar] [CrossRef] [PubMed]
  14. Shi, P.; Li, B.; Chen, H.; Song, C.; Meng, J.; Xi, Z.; Zhang, Z. Iron supply affects anthocyanin content and related gene expression in berries of Vitis vinifera cv. Cabernet Sauvignon. Molecules 2017, 22, 283. [Google Scholar] [CrossRef]
  15. Jiménez, S.; Gogorcena, Y.; Hévin, C.; Rombola, A.D.; Ollat, N. Nitrogen nutrition influences some biochemical responses to iron deficiency in tolerant and sensitive genotypes of Vitis. Plant Soil 2007, 290, 343–355. [Google Scholar] [CrossRef]
  16. Clarkson, D.T.; Marschner, H. Mineral nutrition of higher plants. In Annals of Botany, 2nd ed.; Academic Press: London, UK, 1996; Volume 78, pp. 527–528. 889p. [Google Scholar]
  17. Ashraf, U.; Salım, M.N.; Sher, A.; Khan, A.; Pan, S.; Tang, X. Maize growth, yield formation and water-nitrogen usage in response to varied irrigation and nitrogen supply under semi-arid climate. Turk. J. Field Crops 2016, 21, 88–96. [Google Scholar] [CrossRef]
  18. Zhang, S.; Chen, H.; Gao, M.; Gu, C.; Wang, R. Effects of different iron treatments on wine grape berry quality and peel flavonoid contents. Food Sci. Nutr. 2022, 10, 3598–3607. [Google Scholar] [CrossRef]
  19. Fernández, V.; Del Río, V.; Pumariño, L.; Igartua, E.; Abadía, J.; Abadía, A. Foliar fertilization of peach (Prunus persica (L.) Batsch) with different iron formulations: Effects on re-greening, iron concentration and mineral composition in treated and untreated leaf surfaces. Sci. Hortic. 2008, 117, 241–248. [Google Scholar] [CrossRef]
  20. Singh, M.; Singh, V.P.; Prasad, S.M. Responses of photosynthesis, nitrogen and proline metabolism to salinity stress in Solanum lycopersicum under different levels of nitrogen supplementation. Plant Physiol. Biochem. 2016, 109, 72–83. [Google Scholar] [CrossRef]
  21. Ma, Q.; Sun, Q.; Zhang, X.; Li, F.; Ding, Y.; Tao, R.; Zhu, M.; Ding, J.; Li, C.; Guo, W.; et al. Controlled-release nitrogen fertilizer management influences grain yield in winter wheat by regulating flag leaf senescence post-anthesis and grain filling. Food Energy Secur. 2022, 11, e361. [Google Scholar] [CrossRef]
  22. Shi, G.; Sun, L.; Wang, X.; Liu, C. Leaf responses to iron nutrition and low cadmium in peanut: Anatomical properties in relation to gas exchange. Plant Soil 2014, 375, 99–111. [Google Scholar] [CrossRef]
  23. Greer, D.H. Photosynthetic light responses of apple (Malus domestica) leaves in relation to leaf temperature, CO2 and leaf nitrogen on trees grown in orchard conditions. Funct. Plant Biol. 2018, 45, 1149–1161. [Google Scholar] [CrossRef]
  24. James, D. General summary of the second international symposium on iron nutrition and interactions in plants. J. Plant Nutr. 1984, 7, 859–864. [Google Scholar] [CrossRef]
  25. Tanaka, Y.; Takashi, A. Substrate specificity of the granule-bound and chloroplastic starch synthetase. Plant Cell Physiol. 1968, 9, 405–410. [Google Scholar]
  26. Karimi, R.; Koulivand, M.; Ollat, N. Soluble sugars, phenolic acids and antioxidant capacity of grape berries as affected by iron and nitrogen. Acta Physiol. Plant. 2019, 41, 117. [Google Scholar] [CrossRef]
  27. Li, X.L.; Wang, C.R.; Li, X.Y.; Yao, Y.X.; Hao, Y.J. Modifications of Kyoho grape berry quality under long-term NaCl treatment. Food Chem. 2013, 139, 931–937. [Google Scholar] [CrossRef]
  28. Nestby, R.; Lieten, F.; Pivot, D.; Lacroix, C.R.; Tagliavini, M. Influence of mineral nutrients on strawberry fruit quality and their accumulation in plant organs: A review. Int. J. Fruit Sci. 2005, 5, 139–156. [Google Scholar] [CrossRef]
  29. Àlvarez-Fernàndez, A.; Abadía, J.; Abadía, A. Iron Deficiency, Fruit Yield and Fruit Quality. In Iron Nutrition in Plants and Rhizospheric Microorganisms; Barton, L.L., Abadia, J., Eds.; Springer Nature: Dordrecht, The Netherlands, 2006; pp. 85–101. [Google Scholar]
  30. Wang, Y.; Hui, Y.; Sun, Q.; Wang, R. Effect of nitrogen and iron synergistic application on physiological growth, berry quality, and flavonoid content of wine grapes. Hortic. Environ. Biotechnol. 2024, 65, 725–736. [Google Scholar] [CrossRef]
  31. Soong, Y.-Y.; Barlow, P.J. Antioxidant activity and phenolic content of selected fruit seeds. Food Chem. 2004, 88, 411–417. [Google Scholar] [CrossRef]
  32. Cheng, X.; Liang, Y.; Zhang, A.; Wang, P.; He, S.; Zhang, K.; Wang, J.; Fang, Y.; Sun, X. Using foliar nitrogen application during veraison to improve the flavor components of grape and wine. J. Sci. Food Agr. 2021, 101, 1288–1300. [Google Scholar] [CrossRef]
  33. Gutiérrez-Gamboa, G.; Garde-Cerdán, T.; Gonzalo-Diago, A.; Moreno-Simunovic, Y.; Martínez-Gil, A.M. Effect of different foliar nitrogen applications on the must amino acids and glutathione composition in Cabernet Sauvignon vineyard. LWT-Food Sci. Technol. 2017, 75, 147–154. [Google Scholar] [CrossRef]
  34. Cheng, X.; Ma, T.; Wang, P.; Liang, Y.; Zhang, J.; Zhang, A.; Chen, Q.; Li, W.; Ge, Q.; Sun, X.; et al. Foliar nitrogen application from veraison to preharvest improved flavonoids, fatty acids and aliphatic volatiles composition in grapes and wines. Food Res. Int. 2020, 137, 109566. [Google Scholar] [CrossRef] [PubMed]
  35. Álvarez-Fernández, A.; Melgar, J.C.; Abadía, J.; Abadía, A. Effects of moderate and severe iron deficiency chlorosis on fruit yield, appearance and composition in pear (Pyrus communis L.) and peach (Prunus persica (L.) Batsch). Environ. Exp. Bot. 2011, 71, 280–286. [Google Scholar] [CrossRef]
  36. Li, H.; Zhang, Y.; Ding, Z.; Long, S.; Chen, Q.; Zhu, R. Study on the remediation of rare earth contaminated soil with iron salt leaching agent. Geochimica 2024, 53, 110–121. [Google Scholar]
  37. Huang, Q.; Tong, F.; Wang, B.; Du, X.; Fan, G.; Liu, L.; Zhang, M.; Qiu, Y.; Gao, Y. Study on mechanism of manganese modified biochar regulating arsenic occurrence in soil-solution system. Acta Pedol. Sin. 2024, 8, 1–14. [Google Scholar]
  38. Nasar, J.; Wang, G.Y.; Ahmad, S.; Muhammad, I.; Zeeshan, M.; Gitari, H.; Adnan, M.; Fahad, S.; Khalid, M.H.B.; Zhou, X.B.; et al. Nitrogen fertilization coupled with iron foliar application improves the photosynthetic characteristics, photosynthetic nitrogen use efficiency, and the related enzymes of maize crops under different planting patterns. Front. Plant Sci. 2022, 13, 988055. [Google Scholar] [CrossRef] [PubMed]
  39. Liu, H.; Gan, W.; Rengel, Z.; Zhao, P. Effects of zinc fertilizer rate and application method on photosynthetic characteristics and grain yield of summer maize. J. Soil. Sci. Plant Nutr. 2016, 16, 550–562. [Google Scholar] [CrossRef]
  40. Bravdo, B. Effect of mineral nutrition and salinity on grape production and wine quality. Acta Hortic. 2000, 512, 23–30. [Google Scholar] [CrossRef]
  41. Cruz, A.F.; Almeida, G.M.D.; Wadt, P.G.S.; Pires, M.D.C.; Ramos, M.L.G. Seasonal variation of plant mineral nutrition in fruit trees. Braz. Arch. Biol. Technol. 2019, 62, e19180340. [Google Scholar] [CrossRef]
  42. Webb, L.; Whetton, P.; Barlow, E. Climate change and winegrape quality in Australia. Clm Res. 2008, 36, 99–111. [Google Scholar] [CrossRef]
  43. Fortes, G.A.; Naves, S.S.; Godoi, F.F.; Duarte, A.R.; Ferri, P.H.; Santos, S.D.C. Assessment of a maturity index in jabuticaba fruit by the evaluation of phenolic compounds, essential oil components, sugar content and total acidity. Am. J. Food Technol. 2011, 6, 974–984. [Google Scholar] [CrossRef]
  44. Martín, J.F.G.; Sun, D.-W. Ultrasound and electric fields as novel techniques for assisting the wine ageing process: The state-of-the-art research. Trends Food Sci. Technol. 2013, 33, 40–53. [Google Scholar] [CrossRef]
  45. Han, X.; Yao, F.; Wang, Y.; Duan, X.; Wang, Z.; Li, Y.; Xue, T.; Liu, X.; Wang, H.; Li, H. Effects of biodegradable liquid film on cabernet sauvignon (V. vinifera L.) Grape Quality. Agriculture 2022, 12, 604. [Google Scholar] [CrossRef]
  46. Yue, X.F.; Ju, Y.L.; Tang, Z.Z.; Zhao, Y.M.; Jiao, X.L.; Zhang, Z.W. Effects of the severity and timing of basal leaf removal on the amino acids profiles of Sauvignon Blanc grapes and wines. J. Integr. Agr. 2019, 18, 2052–2062. [Google Scholar] [CrossRef]
  47. Xie, S.; Liu, Y.; Chen, H.; Yang, B.; Ge, M.; Zhang, Z. Effects of gibberellin applications before flowering on the phenotype, ripening, and flavonoid compounds of Syrah grape berries. J. Sci. Food Agr. 2022, 102, 6100–6111. [Google Scholar] [CrossRef]
Figure 1. Chlorophyll content in wine grape leaves treated with co-applications of N and Fe. Effect of N and Fe co-application on the chlorophyll of wine grape leaves. Different lowercase letters (abcd) indicate significant differences (p < 0.05).
Figure 1. Chlorophyll content in wine grape leaves treated with co-applications of N and Fe. Effect of N and Fe co-application on the chlorophyll of wine grape leaves. Different lowercase letters (abcd) indicate significant differences (p < 0.05).
Plants 13 02203 g001
Figure 2. Effect of co-application of N, Fe, and leaves/petiole on N and Fe contents in leaves and petioles of wine grapes at different developmental stages. Different lowercase letters indicate significant differences (p < 0.05).
Figure 2. Effect of co-application of N, Fe, and leaves/petiole on N and Fe contents in leaves and petioles of wine grapes at different developmental stages. Different lowercase letters indicate significant differences (p < 0.05).
Plants 13 02203 g002
Table 1. The effect of N and Fe application on photosynthetic parameters of wine grape leaves.
Table 1. The effect of N and Fe application on photosynthetic parameters of wine grape leaves.
TreatmentPn
(μmol m−2 s−1)
Gs
(mmol m−2 s−1)
Tr
(vμmol m−2 s−1)
Ci
(μmol mol−1)
WUE
(%)
N1Fe114.20 a124.5 a3.73 a167.5 e3.81 bc
N1Fe211.5 b89.50 b3.00 bc145.5 f3.84 b
N1Fe38.95 cd82.33 bc3.00 bc180.5 de2.98 bcd
N2Fe19.43 c123.3 a3.37 ab204.5 c2.78 bcd
N2Fe28.1 de76.50 c2.70 c188.0 d2.91 bcd
N2Fe36.87 f84.00 bc2.96 bc226.0 b2.26 d
N3Fe113.35 a122.0 a2.11 d332.0 a6.48 a
N3Fe27.43 ef65.00 d1.76 d179.0 de2.72 cd
N3Fe37.47 ef58.00 d2.11 d133.5 f3.34 bcd
N application**********
Fe application**********
Interaction****NS****
Pn—net photosynthetic rate; Gs—stomatal conductance; Tr—transpiration rate; Ci—intercellular CO2 concentration; WUE—water use efficiency; N1—nitrogen application in the early stage of expansion; N2—nitrogen application in the early stage of expansion to the later stage of veraison; N3—nitrogen application in the later stage of veraison; Fe1—iron application in the early stage of expansion; Fe2—iron application in the early stage of expansion to the later stage of veraison; Fe3—iron application in the later stage of veraison; Different letters indicate significant differences (p < 0.05); NS—no significant differences; **—significant at 1% levels.
Table 2. The effect of N and Fe application on the morphological indices of wine grapes.
Table 2. The effect of N and Fe application on the morphological indices of wine grapes.
TreatmentBerry Size
(mm)
Raceme Length
(cm)
Berries Weight
(g)
Yield Plant
(kg)
Yield
(kg ha−2)
N1Fe110.28 d16.96 ab101.4 c1.15 b5418 b
N1Fe211.44 bcd15.28 b127.4 abc1.19 b5626 b
N1Fe310.47 cd15.77 b127.9 abc1.11 b5227 b
N2Fe111.57 bcd16.21 b110.4 abc1.16 b5462 b
N2Fe213.21 ab13.63 b137.7 ab1.18 b5592 b
N2Fe312.13 bcd15.88 b102.7 bc1.29 ab6080 ab
N3Fe112.53 abc21.29 a143.1 a1.56 a7355 a
N3Fe214.55 a17.74 ab142.5 a1.38 ab6505 ab
N3Fe313.41 ab15.68 b139.7 a1.28 ab6064 ab
N application******NSNS
Fe application*****NSNS
InteractionNSNS*NSNS
N1—nitrogen application in the early stage of expansion; N2—nitrogen application in the early stage of expansion to the later stage of veraison; N3—nitrogen application in the later stage of veraison; Fe1—iron application in the early stage of expansion; Fe2—iron application in the early stage of expansion to the later stage of veraison; Fe3—iron application in the later stage of veraison; Different letters indicate significant differences (p < 0.05); NS—no significant differences; *, **—significant at 5% and 1% levels.
Table 3. The effect of N and Fe co-application on wine grape quality.
Table 3. The effect of N and Fe co-application on wine grape quality.
TreatmentSSC
(%)
TAC
(Tartaric Acid %)
SSC/TAC
(%)
Tannins
(mg g−1)
Anthocyanins
(mg g−1)
Total Phenols
(mg g−1)
N1Fe124.40 ab0.69 a35.07 bc3.92 bc6.64 c9.23 c
N1Fe222.97 ab0.66 a34.81 c3.98 abc9.05 b11.46 ab
N1Fe324.17 ab0.68 a36.53 bc4.23 ab8.76 bc11.36 ab
N2Fe121.80 b0.60 ab36.26 bc4.16 ab8.9 bc10.92 b
N2Fe223.83 ab0.58 ab41.11 b4.19 ab6.49 c9.26 c
N2Fe325.00 ab0.66 a37.83 bc4.23 a8.75 bc12.63 a
N3Fe125.97 a0.52 b50.42 a3.69 cd7.28 bc7.24 d
N3Fe224.13 ab0.68 a35.36 bc3.73 cd9.03 b7.26 d
N3Fe325.27 ab0.6 ab41.92 b3.58 d12.56 a7.68 d
N applicationNS****NS**
Fe applicationNSNSNSNS***
InteractionNSNS*NS***
SSC—soluble solid content; TAC—titratable acidity content; N1—nitrogen application in the early stage of expansion; N2—nitrogen application in the early stage of expansion to the later stage of veraison; N3—nitrogen application in the later stage of veraison; Fe1—iron application in the early stage of expansion; Fe2—iron application in the early stage of expansion to the later stage of veraison; Fe3—iron application in the later stage of veraison; Different letters indicate significant differences (p < 0.05); NS—no significant differences; *, **—significant at 5% and 1% levels.
Table 4. Effect of N and Fe co-application on the relative content of essential amino acids.
Table 4. Effect of N and Fe co-application on the relative content of essential amino acids.
Essential Amino AcidN1Fe1N1Fe2N1Fe3N2Fe1N2Fe2N2Fe3N3Fe1N3Fe2N3Fe3N ApplicationFe ApplicationInteraction
(mg L−1)
L-Serine1.17 e1.15 e2.47 de5.05 bc3.18 cde2.53 de7.57 a6.59 ab3.69 cd**NSNS
L-Proline0.82 e0.73 e2.22 bcd2.91 abc2.45 bcd1.34 de3.57 a3.20 ab1.68 cde*NS**
L-Threonine0.93 c0.82 c2.18 c2.22 c2.33 c2.49 c3.74 a3.53 b2.21 c******
L-Aspartic Acid0.60 c0.62 c1.46 bc1.59 bc1.48 bc2.2 ab3.42 a1.85 bc1.57 bc**NSNS
L-Lysine0.94 f0.51 f3.36 cd4.52 c1.33 ef2.29 de6.65 a4.64 b3.64 c******
L-Methionine0.46 c0.21 c1.53 c1.52 c1.85 c0.89 c2.88 b2.97 a0.79 c*****
L-Histidine1.15 c1.35 c1.52 c1.41 c1.63 c2.87 b3.79 a2.63 b2.59 b**NS**
L-Phenylalanine0.98 c0.77 c2.43 c2.84 bc2.22 c2.25 c4.65 b5.85 a2.07 c*NS**
L(+)-Arginine1.07 b1.57 b1.17 b1.90 b1.75 b1.97 b2.99 a2.77 a2.09 b******
Glycine1.17 c1.40 c2.09 c2.73 c1.49 c1.09 c3.23 a3.07 b1.70 c******
L-Glutamic acid0.92 d1.2 cd1.71 bcd2.33 b0.99 d1.69 bc3.50 a3.55 a1.06 cd*****
N1—nitrogen application in the early stage of expansion; N2—nitrogen application in the early stage of expansion to the later stage of veraison; N3—nitrogen application in the later stage of veraison; Fe1—iron application in the early stage of expansion; Fe2—iron application in the early stage of expansion to the later stage of veraison; Fe3—iron application in the later stage of veraison; Different letters indicate significant differences (p < 0.05); NS—no significant differences; *, **—significant at 5% and 1% levels.
Table 5. N and Fe co-application on flavonoids in wine grape peel.
Table 5. N and Fe co-application on flavonoids in wine grape peel.
FlavonoidsN1Fe1N1Fe2N1Fe3N2Fe1N2Fe2N2Fe3N3Fe1N3Fe2N3Fe3N ApplicationFe ApplicationInteraction
(mg L−1)
Silibinin19.79 a33.30 a51.92 a59.41 a60.83 a65.21 a33.53 a56.93 a67.47 a*NSNS
Puerarin12.86 a21.30 a11.56 a7.91 a12.86 a5.50 a13.14 a26.84 a17.84 aNSNSNS
Quercetin678.7 ab520.2 b525.7 b626.8 b723.3 ab698.3 ab541.8 b997.0 a777.0 ab**NS**
Genistein10.89 ab22.16 ab11.16 ab10.51 b15.70 ab7.36 b58.94 a24.59 ab8.51 bNSNSNS
Apigenin3.44 b4.09 b4.86 b2.73 b2.04 b3.21 b64.98 a4.31 b2.86 b****
Baicalein212.9 a335.1 a285.5 a174.4 a241.8 a231.9 a371.2 a469.2 a260.1 aNSNSNS
Baicalin12.93 b61.76 b16.26 b21.39 b15.92 b21.96 b794.6 a27.98 b12.68 b****
Rutin2704 a4565 a2680 a4138 a1823 a1987 a3534 a3896 a3805 aNSNSNS
hesperetin16.6 b59.00.b33.70 b20.40 b21.30 b17.4 b379.9 a24.00 b5.90 b****
Hesperidin2354 b3487 b3238 b2809 b2373 b2904 b11313 a3657 b2962 b*****
Cianidanol532.3 a808.9 a478.4 a301.0 a113.3 a75.90 a242.7 a509.4 a322.1 aNSNSNS
Protocatechua-ldehyde135.4 ab198.1 ab74.70 b123.8 ab137.5 ab95.00 b415.2 a226.4 ab140.8 ab*NSNS
3,4-Dihydroxy-benzoic acid624.2 a663.3 a545.3 a464.1 a721.4 a543.1 a957.3 a1182.6 a735.4 aNSNSNS
Naringenin16.34 a31.29 a50.60 a33.19 a26.21 a33.71 a63.47 a52.15 a49.41 a*
Luteolin8.60 b14.30 b17.00 b11.20 b8.80 b12.40 b226.4 a17.90 b13.00 b****
Myricetin1488 a1155 a2074 a1775 a1351 a830.0 a1464 a1513 a2192 aNSNSNS
Diosmin3287 ab3900 ab4266 ab3559 ab2847 b4103 ab5491 a4296 ab3888 abNSNSNS
morin137.7 a179.0 a117.8 a96.60 a165.0 a170.9 a219.7 a1145.5 a100.7 aNSNSNS
Neohesperidin4980 b678.0 b643.0 b490.0 b388.0 b505.0 b2541 a721.0 b571 b*****
Myricitrin9170 a7607 b6245 b6391 b6165 b6263 b7238 b7255 b6228 b********
Hyperoside8200 a4403 b3789 b3860 b3784 b3800 b4148 b5005 b4075 b*********
Taxifolin 3-o-rhamnoside160.1 bc105.0 bc91.19 c92.76 c96.74 c153.0 bc81.62 c272.7 a202.5 ab*******
Daidzin28.44 a71.62 a38.91 a39.03 a41.88 a33.84 a28.40 a54.15 a36.40 aNSNSNS
quercitrin2050 b14166 a8784 ab11246 ab5551 ab5264 ab8909 ab7486 ab8891 abNSNS*
Vitexin3.48 a4.84 a5.25 a11.26 a5.41 a12.83 a24.30 a16.28 a5.19 aNSNSNS
artemisinin1660 b1785 b1462 b407.0 b180.0 b493.0 b19882 a490.0 b215.0 b****
astragalin3050 a10741 b5986 b7443 b8353 b5837 b9405 b5948 b6017 b ****
Icariin55.54 a62.60 a56.17 a33.74 a33.63 a101.25 a37.87 a26.14 a34.87 aNSNSNS
Troxerutin64.50 a91.80 a120.2 a114.7 a166.6 a116.9 a222.6 a220.1 a97.20 aNSNSNS
L-Epicatechin71.60 a120.9 a118.8 a220.1 a153.5 a149.1 a127.2 a130.5 a91.70 aNSNSNS
Isorhamnetin749.1 a639.2 a699.6 a541.9 a525.9 a519.8 a851.2 a725.5 a781.3 a*NSNS
Genistin605.0 a910.0 a851.0 a790.0 a721.0 a991.0 a1138 a855.0 a642.0 aNSNSNS
procyanidin B234.65 a44.41 a40.76 a32.28 a23.60 a20.41 a27.51 a55.81 a44.04 aNSNSNS
N1—nitrogen application in the early stage of expansion; N2—nitrogen application in the early stage of expansion to the later stage of veraison; N3—nitrogen application in the later stage of veraison; Fe1—iron application in the early stage of expansion; Fe2—iron application in the early stage of expansion to the later stage of veraison; Fe3—iron application in the later stage of veraison; Different letters indicate significant differences (p < 0.05); NS—no significant differences; *, **, ***—significant at 5%, 1% and 1‰ levels.
Table 6. Physical and chemical properties of vineyard soil.
Table 6. Physical and chemical properties of vineyard soil.
Soil LayerpHOrganic MatterAvailable NAvailable PAvailable KTotal NAvailable FeTotal Fe
(cm) (g kg−1)(mg kg−1)(mg kg−1)(mg kg−1)(g kg−1)(mg kg−1)(mg kg−1)
0–208.326.2633.427.30145.00.584.9016.62
20–408.475.7825.076.9881.110.253.9016.03
40–608.404.8218.677.0772.130.233.4015.12
Table 7. N and Fe fertilizer application time.
Table 7. N and Fe fertilizer application time.
TreatmentN Application PeriodSpecific DateFe Application PeriodSpecific Date
N1Fe1Early stage of expansion period9/6, 18/6, 29/6Early stage of expansion period9/6, 18/6, 29/6
N1Fe2Early stage of expansion period9/6, 18/6, 29/6Expansion period to Veraison period9/7, 16/7, 24/7
N1Fe3Early stage of expansion period9/6, 18/6, 29/6Later stage of Veraison period31/7, 6/8, 13/8
N2Fe1Expansion period to Veraison period9/7, 16/7, 24/7Early stage of expansion period9/6, 18/6, 29/6
N2Fe2Expansion period to Veraison period9/7, 16/7, 24/7Expansion period to Veraison period9/7, 16/7, 24/7
N2Fe3Expansion period to Veraison period9/7, 16/7, 24/7Later stage of Veraison period31/7, 6/8, 13/8
N3Fe1Later stage of Veraison period31/7, 6/8, 13/8Early stage of expansion period9/6, 18/6, 29/6
N3Fe2Later stage of Veraison period31/7, 6/8, 13/8Expansion period to Veraison period9/7, 16/7, 24/7
N3Fe3Later stage of Veraison period31/7, 6/8, 13/8Later stage of Veraison period31/7, 6/8, 13/8
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Fu, X.; Chen, X.; Chen, Y.; Hui, Y.; Wang, R.; Wang, Y. Foliar Co-Applications of Nitrogen and Iron on Vines at Different Developmental Stages Impacts Wine Grape (Vitis vinifera L.) Composition. Plants 2024, 13, 2203. https://doi.org/10.3390/plants13162203

AMA Style

Fu X, Chen X, Chen Y, Hui Y, Wang R, Wang Y. Foliar Co-Applications of Nitrogen and Iron on Vines at Different Developmental Stages Impacts Wine Grape (Vitis vinifera L.) Composition. Plants. 2024; 13(16):2203. https://doi.org/10.3390/plants13162203

Chicago/Turabian Style

Fu, Xiaoke, Xi Chen, Yiwen Chen, Yueran Hui, Rui Wang, and Yaqi Wang. 2024. "Foliar Co-Applications of Nitrogen and Iron on Vines at Different Developmental Stages Impacts Wine Grape (Vitis vinifera L.) Composition" Plants 13, no. 16: 2203. https://doi.org/10.3390/plants13162203

APA Style

Fu, X., Chen, X., Chen, Y., Hui, Y., Wang, R., & Wang, Y. (2024). Foliar Co-Applications of Nitrogen and Iron on Vines at Different Developmental Stages Impacts Wine Grape (Vitis vinifera L.) Composition. Plants, 13(16), 2203. https://doi.org/10.3390/plants13162203

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