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Publishing Language: Chinese | Open Access

Comparative Metabolomics Analysis of Metabolite Characteristics of Three Apple Varieties from Northeast China

Yongtao TIAN1,2 Yan LIU1Yu TENG1,3Xinran WANG1Liya HONG4,5 ( )Wenshu WANG1,2,3 ( )
College of Life and Environmental Sciences, Minzu University of China, Beijing 100081, China
Key Laboratory of Ecology and Environment in Minority Areas (Minzu University of China), National Ethnic Affairs Commission, Beijing 100081, China
Beijing Municipal Engineering Research Center of Food Environment and Public Health, Beijing 100081, China
College of Agronomy, Henan Agricultural University, Zhengzhou 450046, China
School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
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Abstract

In this study, untargeted metabolomics based on ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-QTOF-MS) and multivariate statistics were combined to analyze the differences in metabolite composition in the peel and pulp of three apple varieties from Northeast China (Saiwaihong, K9, and Longfeng) using Red Fuji apples as a control. Our aim was to explore the metabolomic profile and characteristic components of the three varieties. The results showed that a total of 239 metabolites were detected in the peel and pulp of the four varieties, including phenols (48.95%), sugars (15.06%), terpenoids (13.81%), vitamin and fatty acids (11.72%), amino acids (7.11%), and nucleotides (3.35%). For each fruit part, the number and types of metabolites and metabolic pathways in the varieties from Northeast China were similar to those of Red Fuji apples, indicating comparable quality characteristics among the four varieties. Differences were observed in the relative contents of metabolites among the four varieties. Principal component analysis and hierarchical clustering analysis indicated that the peel and pulp were grouped into distinct clusters, with clear separation being found among the different varieties for each fruit part, highlighting compositional differences in the metabolites of the peel and pulp. The number of characteristic differential metabolites (CDMs) in the peel and pulp was follows: 19 and 10 for Saiwaihong vs. Red Fuji, 22 and 16 for K9 vs. Red Fuji, and 31 and 20 for Longfeng vs. Red Fuji, respectively, indicating greater differences in metabolite composition between Longfeng and Red fuji for both fruit parts. When comparing the three Northeast apple varieties, the number of differential metabolites in the peel and pulp was as follows: 22 and 22 for Saiwaihong vs. K9, 21 and 21 for Saiwaihong vs. Longfeng, 31 and 15 for K9 vs. Longfeng, respectively. Phenolic compounds were the major class of CDMs in the peel and pulp of apples among the four varieties. Flavanols such as epicatechin and its oligomer exhibited the highest abundance in Saiwaihong, flavonols such as quercetin glycoside showed the highest abundance in K9, and phenolic acids such as chlorogenic acid and neochlorogenic acid presented the highest abundance in Longfeng. The results of this study provide a scientific reference for the precise development of the three apple varieties from Northeast China and for the cultivation and improvement of apple germplasm resources in China.

CLC number: TS255 Document code: A Article ID: 1002-6630(2025)05-0194-14

References

[1]

ACQUAVIA M, PASCALE R, FOTI L C, et al. Analytical methods for extraction and identification of primary and secondary metabolites of apple (Malus domestica) fruits: a review[J]. Separations, 2021, 8(7): 91. DOI:10.3390/separations8070091.

[2]

KOUTSOS A, TUOHY K M, LOVEGROVE J A. Apples and cardiovascular health: is the gut microbiota a core consideration?[J]. Nutrients, 2015, 7(6): 3959-3998. DOI:10.3390/nu7063959.

[3]

KUMARI N, KUMAR M, RADHA, et al. Exploring apple pectic polysaccharides: extraction, characterization, and biological activities-a comprehensive review[J]. International Journal of Biological Macromolecules, 2024, 255: 128011. DOI:10.1016/j.ijbiomac.2023.128011.

[4]

OYENIHI A B, BELAY Z A, MDITSHWA A, et al. “An apple a day keeps the doctor away”: the potentials of apple bioactive constituents for chronic disease prevention[J]. Journal of Food Science, 2022, 87(6): 2291-2309. DOI:10.1111/1750-3841.16155.

[5]

SUN Y, LU Y H, WANG Z C, et al. Production efficiency and change characteristics of China’s apple industry in terms of planting scale[J]. PLoS ONE, 2021, 16(7): e0254820. DOI:10.1371/journal.pone.0254820.

[10]

LÓPEZ-FERNÁNDEZ O, BOHRER B M, MUNEKATA P E S, et al. Improving oxidative stability of foods with apple-derived polyphenols[J]. Comprehensive Reviews in Food Science and Food Safety, 2022, 21(1): 296-320. DOI:10.1111/1541-4337.12869.

[11]

CUTHBERTSON D, ANDREWS P K, REGANOLD J P, et al. Utility of metabolomics toward assessing the metabolic basis of quality traits in apple fruit with an emphasis on antioxidants[J]. Journal of Agricultural and Food Chemistry, 2012, 60(35): 8552-8560. DOI:10.1021/jf3031088.

[12]

COMMISSO M, BIANCONI M, POLETTI S, et al. Metabolomic profiling and antioxidant activity of fruits representing diverse apple and pear cultivars[J]. Biology, 2021, 10(5): 380. DOI:10.3390/biology10050380.

[13]

DADWAL V, JOSHI R, GUPTA M. Comparative metabolomics of Himalayan crab apple (Malus baccata) with commercially utilized apple (Malus domestica) using UHPLC-QTOF-IMS coupled with multivariate analysis[J]. Food Chemistry, 2023, 402: 134529. DOI:10.1016/j.foodchem.2022.134529.

[14]

ZHANG X, XU J H, XU Z B, et al. Analysis of antioxidant activity and flavonoids metabolites in peel and flesh of red-fleshed apple varieties[J]. Molecules, 2020, 25(8): 1968. DOI:10.3390/molecules25081968.

[19]

LIANG X, ZHU T L, YANG S J, et al. Analysis of phenolic components and related biological activities of 35 apple (Malus pumila Mill.) cultivars[J]. Molecules, 2020, 25(18): 4153. DOI:10.3390/molecules25184153.

[20]

GHASSEMI S, DELANGIZ N, ASGARI L B, et al. Review and future prospects on the mechanisms related to cold stress resistance and tolerance in medicinal plants[J]. Acta Ecologica Sinica, 2021, 41(2): 120-129. DOI:10.1016/j.chnaes.2020.09.006.

[22]

GHATAK A, CHATURVEDI P, WECKWERTH W. Metabolomics in plant stress physiology[J]. Advances in Biochemical Engineering/Biotechnology, 2018, 164: 187-236. DOI:10.1007/10_2017_55.

[23]

PATANÈ G T, PUTAGGIO S, TELLONE E, et al. Catechins and proanthocyanidins involvement in metabolic syndrome[J]. International Journal of Molecular Sciences, 2023, 24(11): 9228. DOI:10.3390/ijms24119228.

[24]

WU H, LUO T, LI Y M, et al. Granny Smith apple procyanidin extract upregulates tight junction protein expression and modulates oxidative stress and inflammation in lipopolysaccharide-induced Caco-2 cells[J]. Food & Function, 2018, 9(6): 3321-3329. DOI:10.1039/c8fo00525g.

[25]

NAKANO N, NISHIYAMA C, TOKURA T, et al. Procyanidin C1 from apple extracts inhibits FcεRI-mediated mast cell activation[J]. International Archives of Allergy and Immunology, 2008, 147(3): 213-221. DOI:10.1159/000142044.

[26]

SHOJI T, MASUMOTO S, MORIICHI N, et al. Procyanidin trimers to pentamers fractionated from apple inhibit melanogenesis in B16 mouse melanoma cells[J]. Journal of Agricultural and Food Chemistry, 2005, 53(15): 6105-6111. DOI:10.1021/jf050418m.

[27]

ZHAO T, LIU D, LIU Y C, et al. Comparisons of procyanidins with different low polymerization degrees on prevention of lipid metabolism in high-fat diet/streptozotocin-induced diabetic mice[J]. Food Research International, 2024, 188: 114508. DOI:10.1016/j.foodres.2024.114508.

[28]

GONÇALVES A C, FALCÃO A, ALVES G, et al. Antioxidant activity of the main phenolics found in red fruits: an in vitro and in silico study[J]. Food Chemistry, 2024, 452: 139459. DOI:10.1016/j.foodchem.2024.139459.

[29]

LEE E H, PARK H J, JUNG H Y, et al. Isoquercitrin isolated from newly bred Green ball apple peel in lipopolysaccharide-stimulated macrophage regulates NF-κB inflammatory pathways and cytokines[J]. 3 Biotech, 2022, 12(4): 100. DOI:10.1007/s13205-022-03118-1.

[30]

YANG J, LIU R H. Synergistic effect of apple extracts and quercetin 3-beta-D-glucoside combination on antiproliferative activity in MCF-7 human breast cancer cells in vitro[J]. Journal of Agricultural and Food Chemistry, 2009, 57(18): 8581-8586. DOI:10.1021/jf8039796.

[31]

MANZANO S, WILLIAMSON G. Polyphenols and phenolic acids from strawberry and apple decrease glucose uptake and transport by human intestinal Caco-2 cells[J]. Molecular Nutrition & Food Research, 2010, 54(12): 1773-1780. DOI:10.1002/mnfr.201000019.

[32]

MIRZA M A, MAHMOOD S, HILLES A R, et al. Quercetin as a therapeutic product: evaluation of its pharmacological action and clinical applications: a review[J]. Pharmaceuticals, 2023, 16(11): 1631. DOI:10.3390/ph16111631.

[33]

WANG H, CHENG J, WANG H L, et al. Protective effect of apple phlorizin on hydrogen peroxide-induced cell damage in HepG2 cells[J]. Journal of Food Biochemistry, 2019, 43(12): e13052. DOI:10.1111/jfbc.13052.

[34]

ZHANG X Y, CHEN J, YI K, et al. Phlorizin ameliorates obesityassociated endotoxemia and insulin resistance in high-fat diet-fed mice by targeting the gut microbiota and intestinal barrier integrity[J]. Gut Microbes, 2020, 12(1): 1-18. DOI:10.1080/19490976.2020.1842990.

[35]

MAKAROVA E, GÓRNAŚ P, KONRADE I, et al. Acute antihyperglycaemic effects of an unripe apple preparation containing phlorizin in healthy volunteers: a preliminary study[J]. Journal of the Science of Food and Agriculture, 2015, 95(3): 560-568. DOI:10.1002/jsfa.6779.

[36]

SINGH A K, SINGLA R K, PANDEY A K. Chlorogenic acid: a dietary phenolic acid with promising pharmacotherapeutic potential[J]. Current Medicinal Chemistry, 2023, 30(34): 3905-3926. DOI:10.2174/0929867329666220816154634.

[37]

NAVEED M, HEJAZI V, ABBAS M, et al. Chlorogenic acid (CGA): a pharmacological review and call for further research[J]. Biomedicine & Pharmacotherapy, 2018, 97: 67-74. DOI:10.1016/j.biopha.2017.10.064.

[38]

TAJIK N, TAJIK M, MACK I, et al. The potential effects of chlorogenic acid, the main phenolic components in coffee, on health: a comprehensive review of the literature[J]. European Journal of Nutrition, 2017, 56(7): 2215-2244. DOI:10.1007/s00394-017-1379-1.

Food Science
Pages 194-207
Cite this article:
TIAN Y, LIU Y, TENG Y, et al. Comparative Metabolomics Analysis of Metabolite Characteristics of Three Apple Varieties from Northeast China. Food Science, 2025, 46(5): 194-207. https://doi.org/10.7506/spkx1002-6630-20240803-018

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Received: 03 August 2024
Published: 15 March 2025
© Beijing Academy of Food Sciences 2025.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

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