-
The TSS contents presented no significant difference between the MH and HPP group, ranging from 14.27% to 14.60% (Table 1). Glucose and fructose were detected in all samples, and these values were not significantly different between groups. The pH values ranged from 3.45 to 3.84. The HPP-treated juice had significantly higher pH values compared with fresh juice and MH-treated juice. Three organic acids including tartaric acid, malic acid and critic acid were detected in spine grape juice (Table 1). The critic acid contents were no significantly different among the MH, HPP and fresh groups. No detectable changes were found for the tartaric acid and malic acid between the MH and the fresh juice, but a 38% decrease of tartaric acid and a 25% decrease of malic acid were found in HPP-treated samples. The color parameters are presented in Table 1. The MH had the highest lightness (L) and redness (a) values, which were significantly greater compared with HPP and fresh groups, indicating the MH-treated juice had lighter and redder color.
Table 1. The traditional index of MH- and HPP-processed NFC spine grape juice.
Variety TC ZQ Processing method Fresh MH HPP Fresh MH HPP pH 3.45 ± 0.02a 3.45 ± 0.04a 3.60 ± 0.03b 3.71 ± 0.03b 3.57 ± 0.04c 3.84 ± 0.03a TSS (%) 14.60 ± 0.10a 14.43 ± 0.06a 14.50 ± 0.10a 14.27 ± 0.38a 14.57 ± 0.15a 14.27 ± 0.12a Glucose (g/L) 71.59 ± 2.03a 70.43 ± 4.76a 68.14 ± 2.83a 71.66 ± 1.69a 68.85 ± 2.32a 68.86 ± 1.71a Fructose (g/L) 72.79 ± 2.36a 71.07 ± 3.23a 71.90 ± 2.56a 74.17 ± 2.93a 70.07 ± 2.53a 70.21 ± 1.87a Tartaric acid (mg/L) 4,822.08 ± 285.58a 4,925.37 ± 380.44a 2,810.97 ± 50.57b 4,262.18 ± 141.90a 4,446.3 ± 438.02a 2,791.82 ± 231.73b Malic acid (mg/L) 472.13 ± 20.71a 456.06 ± 5.99a 343.91 ± 30.30b 668.52 ± 12.53a 536.71 ± 31.26b 498.85 ± 19.84c Critic acid (mg/L) 128.07 ± 2.72a 125.07 ± 2.29a 126.05 ± 2.07a 212.59 ± 2.76a 217.04 ± 3.51a 211.67 ± 2.04a TPC (mg/L) 593.42 ± 29.22c 983.12 ± 58.29a 671.82 ± 14.00b 611.68 ± 25.68c 1031.53 ± 58.94a 726.75 ± 24.23b TAC (mg/L) 156.87 ± 4.91b 299.77 ± 4.59a 179.92 ± 6.01b 115.74 ± 10.81b 269.08 ± 6.63a 134.40 ± 5.01b L 25.64 ± 0.6c 28.75 ± 0.66a 26.59 ± 0.46b 24.36 ± 0.21c 29.27 ± 1.02a 27.56 ± 0.61b a 6.03 ± 0.23b 9.57 ± 0.42a 6.34 ± 0.75b 3.98 ± 0.14c 8.28 ± 0.18b 4.24 ± 0.27b b −2.46 ± 0.17b −2.30 ± 0.14b −1.94 ± 0.08a −2.47 ± 0.09a −2.34 ± 0.13a −2.28 ± 0.13a The targeted phytochemical compounds of MH- and HPP- processed NFC spine grape
-
Grape as a prevalent and global consumed fruits contains multiple phytochemicals, such as flavonoids, phenolic acids, and stilbenes, all of which are strong antioxidants[10]. A total of 26 phytochemical compounds were identified in NFC spine grape juice and the detailed information is shown in Supplemental Table S1. The rates of change in the 26 phytochemical compounds are shown in Fig. 1a−e.
Figure 1.
The increase or decrease rates of phytochemical compounds (compared with fresh group) in MH-and HPP-processed NFC spine grape juice. (a) Anthocyanins, (b) Flavonols, (c) Flavan-3-ols, (d) Phenolic acids, (e) Stilbenes. # indicate compounds only detected in the MH group.
Anthocyanin is a water-soluble pigment, which has a pivotal role for grape juice color. The TAC in spine grape juice after different treatments is shown in Table 1, ranging from 115.74 to 299.77 mg/L. Compared with fresh juice, the TAC in MH and HPP spine grape juice increased by about 100% and 15%, respectively. The peak areas of individual anthocyanins were registered and the percent of area variation of anthocyanins in MH- and HPP-treated juice compared with the fresh juice are shown in Fig. 1a. The change of individual anthocyanins content after HPP treatment was different. The contents of peonidin and malvidin glycosides showed an increase of 9%−48%, while pelargonidin and petunidin derivates decreased by 17%−24% compared with the fresh juice. In the MH group, the relative contents of all identified individual anthocyanins were increased, especially for malvidin-3-O-glucoside, malvidin-3,5-di-O-glucoside, and peonidin-3,5-di-O-glucoside, increasing by 120%−600%.
In addition to being a good source of anthocyanins, grapes and their products are also rich in other polyphenols[13]. The TPC of the spine grape juice that underwent MH processing increased by 50%, while that of the HPP juice increased by 16% (Table 1). Based on the targeted LC-MS metabolite analysis, six kinds of flavonols, five kinds of flavan-3-ols, six kinds of phenolic acids, resveratrol and piceid were detected in spine grape juice. Flavanols and Flavan-3-ol are the major flavonoid subgroups in grape, possessing multi-beneficial health effects in humans[14]. The six kinds of flavonols including quercetin, isorhamnetin and its derivatives were detected in all samples (Fig. 1b). The contents of isorhamnetin, isorhamnetin-3-O-galactoside, quercetin-3-O-glucuronide, and quercetin-3-O-rhamnoside in MH and HPP groups were higher than that of the fresh group. The contents of quercetin-3-O-glucuronide and quercetin-3-O-rhamnoside were enhanced by more than 200% after MH processing. The quercetin in HPP juice and dihydroquercetin in MH juices showed 33% and 10% decreases, respectively. Flavan-3-ols mainly existed in grape seed and peel[15]. The five kinds of flavan-3-ols, including three monomers (epigallocatechin, epicatechin, and catechin) and two dimers (procyanidin B1 and procyanidin B2) were identified. The flava-3-ols content was stable after HPP treatment, whereas MH-treated juice had notable higher catechin, procyanidin B1 and procyanidin B2 contents.
Phenolic acids are predominant phenolic substances in grape juice. They are involved in the browning reactions, served as precursors of volatile phenols, and have antimicrobial and antioxidant activity[7]. As shown in Fig. 1d, both MH- and HPP-processed caused a slight reduction of p-coumaric acid and benzoic acid, together with an increase of gallic acid. The contents of syringic acid, ferulic acid and caffeic acid showed a distinct variation with the different processing method. Compared with fresh juice, the amounts of ferulic acid and caffeic acid in the MH group increased up to 100%, whereas decreased by 3% and 36% in the HPP group.
Grapes and its products are the main sources of bioactive stilbenes in diet[10]. The resveratrol and piceid were detected in spine grape juice (Fig. 1e). The contents of resveratrol in MH and HPP groups respectively enhanced by 229% and 37% compared with fresh juice.
Untargeted metabolomics of MH- and HPP- processed NFC spine grape juice
An overview of metabolomics data
-
The total ion chromatograms for QC samples demonstrated dataset collection was stable (Supplemental Fig. S2), consequently serving in further investigations. Overall, 1,655 raw MS1 features were collected after filtering data according to the value of DR (> 80) and RSD (< 30). Three groups shared 1,255 compounds. The 388 compounds were only found in MH (Fig. 2a). Principal component analysis (PCA) was conducted to identify variations across all three groups (MH, HPP, and fresh), as shown in Fig. 2b. The PC1 and PC2 explained 42% and 28% of the total variance, respectively. The MH group was separated, while the fresh and HPP groups gathered together. The content level of metabolites in three groups was visualized by heatmap (Fig. 2c). MH-treated samples branch off in the dendrogram. The second group was the HPP-treated samples together with fresh samples.
Figure 2.
Multivariate analysis based on metabolomics data. (a) Venn plot for MS1 feature quantities in MH, HPP, and fresh, (b) PCA score plot, (c) Heatmap, (d) OPLS-DA model.
Putative annotation of differential compounds in MH and HPP
-
To find differential compounds between MH-treated and HPP-treated spine grape juice, an OPLS-DA model was built (Fig. 2d). Clear separation of MH and HPP groups was observed in the horizontal direction. Features having VIP > 1 were screened. Meanwhile, the fold change between the two groups of samples and the p-value were carried out. The differential compounds were finally selected depending upon VIP > 1, fold change > 2, and p < 0.05. Specifically, 11 differential compounds were annotated, including nine phenolic compounds and two peptides (Table 2).
Table 2. The putative annotated markers of MH- and HPP-processed NFC spine grape juice.
ID Metabolites Formula Adduct type Rt (min) Average m/z Reference m/z ppm p-value log2Fold change Being identified in targeted analysis log2Fold change (in storage) 14109 Malvidin-3,5-O-diglucoside C29H34O17 [M+H]+ 3.798 655.1869 655.1869 0.00 0.012 1.8 √ > 1.0 10725 Malvidin-3-O-glucoside C23H25O12 [M]+ 5.766 493.1338 493.1335 0.57 0.012 2.6 √ > 1.0 10254 Quercetin-3-O-glucuronide C21H18O13 [M+H]+ 6.829 479.0808 479.082 −2.54 0.00 2.2 √ < 1.0 9283 Quercitrin-3-O-rhamnoside C21H20O11 [M+H]+ 7.707 449.1088 449.10779 2.15 0.00 1.2 √ > 1.0 1216 Caffeic acid C9H8O4 [M+H]+ 3.373 181.0494 181.0495 −0.61 0.00 2.0 √ > 1.0 1560 Ferulic acid C10H10O4 [M+H]+ 4.708 195.06523 195.0643 4.76 0.00 1.3 √ < 1.0 4046 Catechin C15H14O6 [M+H]+ 4.061 291.086 291.086 −0.10 0.00 3.9 √ > 1.0 12875 Procyanidin B1 C30H26O12 [M+H]+ 3.530 579.159 579.1497 0.38 − − √ > 1.0 12873 Procyanidin B2 C30H26O12 [M+H]+ 4.515 579.1506 579.1497 0.16 − − √ > 1.0 7503 Glu-Val-Phe C19H27N3O6 [M+H]+ 5.265 394.1969 394.1971 −0.61 0.015 3.1 × > 1.0 7954 Leu-Leu-Tyr C21H33N3O5 [M+H]+ 6.293 408.2488 408.2493 −1.35 − − × > 1.0 Procyanidin B1, procyanidin B2 and Leu-Leu-Tyr only detected in the MH group. As shown in Fig. 3a−i, the contents of malvidin-3-O-glucoside, malvidin-3,5-di-O-glucoside, quercitrin-3-O-rhamnoside, quercetin-3-O-glucuronide, catechin, caffeic acid, ferulic acid, procyanidin B1 and procyanidin B2 in MH-treated grape juice were significantly higher than that of HPP-treated juice, which were consistent with the results of targeted phytochemical compounds analysis. Unexpectedly, there are two tripeptides were identified (Fig. 3j−k). The contents of Leu-Leu-Tyr and Glu-Val-Phe in the MH groups were also significantly higher than that of those in the HPP.
Figure 3.
The putative annotated markers between MH- and HPP-processed NFC spine grape juice. The left are the box-plots, and the right are the chemical structures of individual biomarkers. (a) Malvidin-3-O-glucoside, (b) Malvidin-3,5-di-O-glucoside, (c) Quercetin-3-O-glucuronide, (d) Quercitrin-3-O-rhamnoside, (e) Ferulic acid, (f) Caffeic acid, (g) Catechin, (h) Procyanidin B1, (i) Procyanidin B2, (j) Glu-Val-Phe, (k) Leu-Leu-Tyr. Procyanidin B1, procyanidin B2 and Leu-Leu-Tyr only detected in the MH group.
Change of the annotated markers during storage
-
In commercial practice, the juice ingredient was frozen quickly after HPP or MP processing, and it is usually thawed and temporarily stored at 4 °C before further new-style tea processing. Therefore, the change of the 11 compounds was further monitored.
The contents of malvidin-3-O-glucoside and malvidin-3,5-di-O-glucoside in MH-treated spine grape juice were higher than that of HPP-treated juice during the whole storage , but each anthocyanin showed different degradation behavior in MH and HPP (Fig. 4a−b). During storage, the contents of malvidin-3-O-glucoside and malvidin-3,5-di-O-glucoside in MH decreased significantly with prolonged storage time. However, there were no significant change for malvidin-3-O-glucoside in HPP during storage. The malvidin-3,5-di-O-glucoside content increased slightly at day 7, and then decreased significantly in HPP. The change of other phenolic markers at different storage periods is depicted in Fig. 4c−i. The catechin content remained constant during the 21 d of storage, whereas relatively irregular fluctuations were observed for other phenolic compounds. Similar to the results for the malvidin-3,5-di-O-glucoside, the upward trend of ferulic acid was observed on the 7th day in the HPP. The change of peptide content is presented in Fig. 4j−k. As the storage time prolonged, Glu-Val-Phe and Leu-Leu-Tyr contents have been gradually increased regardless of processing methods. Since grape contains proteolytic enzymes, which degrade endogenous proteins and polypeptides, producing peptides[16]. The residual enzymes after processing might attributed to the increase contents of Glu-Val-Phe and Leu-Leu-Tyr during storage.
Figure 4.
Changes of annotated markers during storage. (a) Malvidin-3-O-glucoside, (b) Malvidin-3,5-di-O-glucoside, (c) Quercetin-3-O-glucuronide, (d) Quercitrin-3-O-rhamnoside, (e) Ferulic acid, (f) Caffeic acid, (g) Catechin, (h) Procyanidin B1, (i) Procyanidin B2, (j) Glu-Val-Phe, (k) Leu-Leu-Tyr. The solid and dotted lines represent different grape varieties. Different letters indicated significant difference between storage day.
The fold change of annotated markers between the MH and HPP group at different storage times was calculated and shown in Table 2. Except for quercitrin-3-O-rhamnoside and ferulic acid, the fold change of the other nine markers were higher than 2 throughout the entire storage, indicating that those markers can still differentiate MH- and HPP-processed NFC spine grape juice even during storage. Additionally, the linear equations were built from the correlation of annotated markers versus storage period (Supplemental Table S2). The R2 values of Glu-Val-Phe were greater than 60% regardless of variety and treatment, indicating that the Glu-Val-Phe has the potential to be a monitoring marker for quality change of spine grape juice during storage.
-
The treatments of MH and HPP showed different effects on the physicochemical characters and phytochemical compound profiles of NFC spine grape juice based on metabolomics. The metabolites profile of HPP-processed juice was similar to the fresh juice, whereas MH-processed juice promoted more phytochemical compounds release. Eleven annotated markers differed significantly between MH and HPP groups, including nine kinds of phenolics and two kinds of peptides, and these components were significantly higher after MH treatment. An upward trend of malvidin-3,5-di-O-glucosid and ferulic acid was observed at earlier storage, following a decrease. The continuous rising content of Glu-Val-Phe indicated the potential to serve as juice quality monitoring markers during storage. The outcome of this study could provide new insights into the effects of processing on individual phytochemical changes and act as a guide for commercial application in the production of spine grape NFC juice as a color-rich ingredient to make new style tea drinks. However, the fate of compounds in juices and tea mixtures, such as the effects of bound and free anthocyanins on contribution to color and bioavailability need further exploration.
-
About this article
Cite this article
Yang S, Mi L, Wang K, Wang X, Wu J, et al. 2023. Comparative metabolomics analysis in the clean label ingredient of NFC spine grape juice processed by mild heating vs high pressure processing. Food Innovation and Advances 2(2):95−105 doi: 10.48130/FIA-2023-0011
Comparative metabolomics analysis in the clean label ingredient of NFC spine grape juice processed by mild heating vs high pressure processing
- Received: 15 January 2023
- Accepted: 15 February 2023
- Published online: 04 May 2023
Abstract: Not from concentrate (NFC) fruit juice is the crucial clean label ingredient for new-style tea-making due to its pleasant color and fresh aroma. Here, we compared the effects of mild heating (MH) and high pressure processing (HPP) on physicochemical characters and phytochemicals in NFC spine grape juice based on metabolomics analysis. Similar compound profiles were observed between HPP-treated and fresh juices. The richer phytochemical compounds comprised malvidin-3-O-glucoside, malvidin-3,5-di-O-glucoside, quercetin-3-O-rhamnoside, quercetin-3-O-glucuronide, catechin, caffeic acid, ferulic acid, procyanidin B1, procyanidin B2 were obtained after MH treatment. Nine marker phenolics and two marker tripeptides (i.e., Glu-Val-Phe and Leu-Leu-Tyr) were identified to differentiate MH from HPP treatment, of which higher contents occurred in the MH group. Storage time experiments showed that the Glu-Val-Phe could serve as potential markers for monitoring storage of spine grape juice. These results provide new insights into the effects of processing on individual phytochemical changes and the guide for commercial application of production of spine grape NFC juice.
-
Key words:
- Spine grape juice /
- HPP /
- MH /
- Metabolomics /
- Anthocyanins