WANG Sipu, ZHU Dan, NIU Guangcai, et al. Changes of Main Components and Antioxidant Activity of Black Chokeberry Jiaosu in Natural Fermentation[J]. Science and Technology of Food Industry, 2023, 44(15): 93−100. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022090192.
Citation: WANG Sipu, ZHU Dan, NIU Guangcai, et al. Changes of Main Components and Antioxidant Activity of Black Chokeberry Jiaosu in Natural Fermentation[J]. Science and Technology of Food Industry, 2023, 44(15): 93−100. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2022090192.

Changes of Main Components and Antioxidant Activity of Black Chokeberry Jiaosu in Natural Fermentation

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  • Received Date: September 18, 2022
  • Available Online: June 17, 2023
  • In order to explore the change rules of main components and antioxidant activity in the natural fermentation process of black chokeberry Jiaosu, the natural fermentation was carried out under 28 ℃ airtight container for 90 days. During the fermentation process, the physicochemical indexes and bioactive substances including reducing sugar, total soluble solids (TSS), alcohol, total acid, total polyphenols, total flavonoids, anthocyanins and superoxide dismutase (SOD) in fermentation broth were estimated. DPPH free radical, ABTS+ free radical, hydroxyl free radical scavenging capacity, total antioxidant capacity and total reducing power were used to comprehensively evaluate its antioxidant activity in vitro, Pearson's correlation analysis was also performed to further clarify the correlation between main components and antioxidant activity. The results showed that the contents of reducing sugar, TSS, total acids and anthocyanins in black chokeberry Jiaosu showed a continuous decreasing trend during natural fermentation, the alcoholic content continued to increase and gradually stabilized, while the contents of total polyphenols, total flavonoids and SOD enzyme activity increased first and then decreased. The highest values of total polyphenols, total flavonoids and SOD enzyme activity were 4.99 mg/mL, 269.68 mg/L and 5151.80 U/mL, respectively. The antioxidant activity of the Jiaosu after fermentation showed a peak-shaped change, which was significantly higher than that of unfermented sample (P<0.05). The maximum values of its scavenging rate for DPPH radical, ABTS+ radical and hydroxyl radical, total antioxidant capacity and total reducing power were 65.78%, 85.06%, 94.22%, 750.48 U/mL and 1.014, respectively. The results of correlation analysis showed that alcohol content, total polyphenols, total flavonoids and SOD were significantly positively correlated with antioxidant activity (P<0.05), while reducing sugars, TSS and total acids were significantly negatively correlated with antioxidant activity (P<0.05). The results of this experiment provide a theoretical basis for improving the product quality and industrial production of black chokeberry Jiaosu.
  • [1]
    SIDOR A, GRAMZA-MICHALOWSKA A. Black chokeberry Aronia melanocarpa L.—A qualitative composition, phenolic profile and antioxidant potential[J]. Molecules,2019,24(20):3710−3710. doi: 10.3390/molecules24203710
    [2]
    THI N, HWANG E S. Effects of black chokeberry extracts on metastasis and cell-cycle arrest in SK-Hep1 human liver cancer cell line[J]. Asian Pacific Journal of Tropical Biomedicine,2018,8(6):285−291. doi: 10.4103/2221-1691.235313
    [3]
    DENEV P, ČIZ M, KRATCHANOVA M, et al. Black chokeberry (Aronia melanocarpa) polyphenols reveal different antioxidant, antimicrobial and neutrophil-modulating activities[J]. Food Chemistry,2019,284(30):108−117.
    [4]
    BIJAK M, SALUK J, ANTOSIK A, et al. Aronia melanocarpa as a protector against nitration of fibrinogen[J]. International Journal of Biological Macromolecules,2013,55:264−268. doi: 10.1016/j.ijbiomac.2013.01.019
    [5]
    GAJIC D, SAKSIDA T, KOPTIVICA I, et al. Chokeberry (Aronia melanocarpa) fruit extract modulates immune response in vivo and in vitro[J]. Journal of Functional Foods,2020,66(1):1−12.
    [6]
    VALCHEVA-KUZMANOVA S, KUZMANOV K, TANCHEVA S, et al. Hypoglycemic and hypolipidemic effects of Aronia melanocarpa fruit juice in streptozotocin-induced diabetic rats[J]. Methods and Findings in Experimental and Clinical Pharmacology,2007,29(2):1295−1300.
    [7]
    YANG J, GAO J, YU W C, et al. The effects and mechanism of Aronia melanocarpa Elliot anthocyanins on hepatic fibrosis[J]. Journal of Functional Foods,2020,68(1):1−3.
    [8]
    DASKALOVA E, DELCHEV S, PEEVA Y, et al. Antiatherogenic and cardioprotective effects of black chokeberry (Aronia melanocarpa) juice in aging rats[J]. Evidence-based Complementary and Alternative Medicine (eCAM),2015,58(1):1−10.
    [9]
    KULLING S E, RAWEL H M. Chokeberry (Aronia melanocarpa)-A review on the characteristic components and potential health effects[J]. Planta Medica,2008,74(10):1625−1634.
    [10]
    KARDUM N, TAKIC M, ŠAVIKIN K, et al. Effects of polyphenol-rich chokeberry juice on cellular antioxidant enzymes and membrane lipid status in healthy women[J]. Journal of Functional Foods,2014,9:89−97. doi: 10.1016/j.jff.2014.04.019
    [11]
    FANG S, JIN Z, XU Y, et al. Chinese bayberry Jiaosu fermentation-changes of mycobiota composition and antioxidant properties[J]. International Journal of Food Engineering,2021,17(6):455−463.
    [12]
    薛淑龙, 范昊安, 陈小伟, 等. 竹叶酵素发酵过程中代谢产物及抗氧化活性的变化[J]. 现代食品科技,2019,35(5):228−235, 174. [XUE S L, FAN H A, CHEN X W, et al. Study on the changes of material metabolism and antioxidant activity of bamboo leaf Jiaosu during the fermentation process[J]. Modern Food Science and Technology,2019,35(5):228−235, 174. doi: 10.13982/j.mfst.1673-9078.2019.5.032

    XUE S L, FAN H A, CHEN X W, et al. Study on the changes of material metabolism and antioxidant activity of bamboo leaf Jiaosu during the fermentation process[J]. Modern Food Science and Technology, 2019, 35(5): 228-235, 174. doi: 10.13982/j.mfst.1673-9078.2019.5.032
    [13]
    刘玉梅, 张家俊, 吴浪. 复合酶协同超声波法提取香椿老叶总黄酮工艺研究[J]. 现代食品科技,2019,35(11):223−230. [LIU Y M, ZHANG J J, WU L. Extraction of total flavonoids from Toona sinensis old leaves by complex enzymolysis assisted with ultrasounds[J]. Modern Food Science and Technology,2019,35(11):223−230.

    LIU Y M, ZHANG J J, WU L. Extraction of total flavonoids from Toona sinensis old leaves by complex enzymolysis assisted with ultrasounds[J]. Modern Food Science and Technology, 2019, 35(11): 223-230.
    [14]
    高庆超, 常应九, 马蓉, 等. 黑果枸杞酵素发酵前后主要成分分析及其体外抗氧化活性研究[J]. 食品与发酵工业,2020,46(5):275−283. [GAO Q C, CHANG Y J, MA R, et al. Analysis of main components and antioxidant activity in vitro for Lycium ruthenicum Murr. Jiaosu before and after fermentation[J]. Food and Fermentation Industries,2020,46(5):275−283.

    GAO Q C, CHANG Y J, MA R, et al. Analysis of main components and antioxidant activity in vitro for Lycium ruthenicum Murr. Jiaosu before and after fermentation[J]. Food and Fermentation Industries, 2020, 46(5): 275-283.
    [15]
    王明瑞, 侯彦喜, 张亚丹. 3, 5-二硝基水杨酸法测定发酵液中多糖含量[J]. 现代食品,2020,6(4):216−222. [WANG M R, HOU Y X, ZHANG Y D. Determination of polysaccharide content in fermentation broth by 3, 5-Dinitrosalicylic acid method[J]. Modern Food,2020,6(4):216−222.

    WANG M R, HOU Y X, ZHANG Y D. Determination of polysaccharide content in fermentation broth by 3, 5-Dinitrosalicylic acid method[J]. Modern Food, 2020, 6(4): 216-222.
    [16]
    严红光, 李丽, 杨芩, 等. 蓝莓叶多酚及抗氧化研究[J]. 食品科技,2018,43(10):285−288. [YAN H G, LI L, YANG Q, et al. Phenolic compounds and antioxidant activity of blueberry leaf[J]. Food Science and Technology,2018,43(10):285−288. doi: 10.13684/j.cnki.spkj.2018.10.048

    YAN H G, LI L, YANG Q, et al. Phenolic compounds and antioxidant activity of blueberry leaf[J]. Food Science and Technology, 2018, 43(10): 285-288. doi: 10.13684/j.cnki.spkj.2018.10.048
    [17]
    陈宇, 黄晓丹, 林素英, 等. 枇杷酒中总黄酮的测定[J]. 莆田学院学报,2010,17(5):28−31. [CHEN Y, HUANG X D, LIN S Y, et al. Determination of total flavonoids content in loquat wine[J]. Journal of Putian University,2010,17(5):28−31. doi: 10.3969/j.issn.1672-4143.2010.05.008

    CHEN Y, HUANG X D, LIN S Y, et al. Determination of total flavonoids content in loquat wine[J]. Journal of Putian University, 2010, 17(5): 28-31. doi: 10.3969/j.issn.1672-4143.2010.05.008
    [18]
    张荣菲, 王绍云. 贵州黔东南蓝莓中花青素的提取与含量测定[J]. 中国食品添加剂,2016,27(11):190−194. [ZHANG R F, WANG S Y. Study on extraction and determination of anthocyanins from blueberry of Qiandongnan, Guizhou Province[J]. China Food Additives,2016,27(11):190−194. doi: 10.3969/j.issn.1006-2513.2016.11.022

    ZHANG R F, WANG S Y. Study on extraction and determination of anthocyanins from blueberry of Qiandongnan, Guizhou province[J]. China Food Additives, 2016, 27(11): 190-194. doi: 10.3969/j.issn.1006-2513.2016.11.022
    [19]
    樊秋元, 朱丹, 牛广财, 等. 黑加仑酵素发酵工艺优化及其体外抗氧化性能[J]. 食品工业,2020,41(1):132−137. [FAN Q Y, ZHU D, NIU G C, et al. Optimization of fermentation process of blackcurrant Jiaosu and antioxidant activity in vitro[J]. The Food Industry,2020,41(1):132−137.

    FAN Q Y, ZHU D, NIU G C, et al. Optimization of fermentation process of blackcurrant jiaosu and antioxidant activity in vitro[J]. The Food Industry, 2020, 41(1): 132-137.
    [20]
    张琪, 朱丹, 牛广财, 等. 沙棘果酒发酵动力学及其抗氧化活性[J]. 食品与发酵工业,2019,45(15):53−58. [ZHANG Q, ZHU D, NIU G C, et al. Fermentation kinetics and antioxidant activity of sea buckthorn wine[J]. Food and Fermentation Industries,2019,45(15):53−58.

    ZHANG Q, ZHU D, NIU G C, et al. Fermentation kinetics and antioxidant activity of sea buckthorn wine[J]. Food and Fermentation Industries, 2019, 45(15): 53-58.
    [21]
    宋艺君, 郭涛, 刘世军, 等. 响应面法优化黄精-大枣果酒发酵工艺及其抗氧化活性[J]. 食品工业科技,2021,42(1):156−161. [SONG Y J, GUO T, LIU S J, et al. Optimization of fermentation process and antioxidant activity of Polygonati rhizoma-Jujubae fructus fruit wine by response surface methodology[J]. Science and Technology of Food Industry,2021,42(1):156−161. doi: 10.13386/j.issn1002-0306.2020030175

    SONG Y J, GUO T, LIU S J, et al. Optimization of fermentation process and antioxidant activity of Polygonati rhizoma-Jujubae fructus fruit wine by response surface methodology[J]. Science and Technology of Food Industry, 2021, 42(1): 156-161. doi: 10.13386/j.issn1002-0306.2020030175
    [22]
    李昱鼎. 竹茶酒发酵工艺优化及抗氧化特性研究[D]. 福州: 福建农林大学, 2013.

    LI Y D. Study on fermentation technique of bamboo-tea wine and its antioxidant activities[D]. Fuzhou: Fujian Agriculture and Forestry University, 2013.
    [23]
    姚沛琳, 蒋家璇, 武进雨, 等. 无花果酵素自然发酵过程中代谢产物与抗氧化活性的相关性研究[J]. 天然产物研究与开发,2022,34(3):427−435. [YAO P L, JIANG J X, WU J Y, et al. Study on the relationship of metabolites and antioxidant activity during natural fermentation of fig enzyme[J]. Natural Product Research and Development,2022,34(3):427−435. doi: 10.16333/j.1001-6880.2022.3.010

    YAO P L, JIANG J X, WU J Y, et al. Study on the relationship of metabolites and antioxidant activity during natural fermentation of fig enzyme[J]. Natural Product Research and Development, 2022, 34(3): 427-435. doi: 10.16333/j.1001-6880.2022.3.010
    [24]
    孟金明, 樊爱萍, 和川琦, 等. 芒果、胡萝卜复合果酒发酵过程中理化成分和香气物质的变化[J]. 食品工业科技,2020,41(12):7−13. [MENG J M, FAN A P, HE C Q, et al. Dynamic changes of physicochemical and aroma components in the fermentation process of mango-carrot compound fruit wine[J]. Science and Technology of Food Industry,2020,41(12):7−13.

    MENG J M, FAN A P, HE C Q, et al. Dynamic changes of physicochemical and aroma components in the fermentation process of mango-carrot compound fruit wine[J]. Science and Technology of Food Industry, 2020, 41(12): 7-13.
    [25]
    徐文, 袁辛锐, 唐智, 等. 桂圆果酒的陈酿研究[J]. 中国酿造,2021,40(11):76−81. [XU W, YUAN X R, TANG Z, et al. Ageing of longan fruit wine[J]. China Brewing,2021,40(11):76−81. doi: 10.11882/j.issn.0254-5071.2021.11.014

    XU W, YUAN X R, TANG Z, et al. Ageing of longan fruit wine[J]. China Brewing, 2021, 40(11): 76-81. doi: 10.11882/j.issn.0254-5071.2021.11.014
    [26]
    张巧, 陈春喜, 陈振林, 等. 大果山楂酵素发酵过程中组分及抗氧化性研究[J]. 食品研究与开发,2018,39(22):15−19. [ZHANG Q, CHEN C X, CHEN Z L, et al. Research of compositions and antioxidant activity during natural fermentation of Malus domeri (Bois) Chev. enzyme drink[J]. Food Research and Development,2018,39(22):15−19. doi: 10.3969/j.issn.1005-6521.2018.22.003

    ZHANG Q, CHEN C X, CHEN Z L, et al. Research of compositions and antioxidant activity during natural fermentation of Malus domeri(Bois) Chev. enzyme drink[J]. Food Research and Development, 2018, 39(22): 15-19. doi: 10.3969/j.issn.1005-6521.2018.22.003
    [27]
    曾竟蓝, 马胤鹏, 秦丹, 等. 柑橘酒发酵过程中总黄酮、柠檬苦素和诺米林含量变化[J]. 中国酿造,2019,38(4):80−83. [ZENG J L, MA Y P, QIN D, et al. Changes of total flavonoids, limonin and nomilin contents in the fermentation of citrus wine[J]. China Brewing,2019,38(4):80−83. doi: 10.11882/j.issn.0254-5071.2019.04.016

    ZENG J L, MA Y P, QIN D, et al. Changes of total flavonoids, limonin and nomilin contents in the fermentation of citrus wine[J]. China Brewing, 2019, 38(4): 80-83. doi: 10.11882/j.issn.0254-5071.2019.04.016
    [28]
    韦仕静. 桑葚酵素发酵工艺及花青素生物转化的研究[D]. 广州: 华南理工大学, 2018.

    WEI S J. The Research on fermentation process of mulberry Jiaosu and biotransformation of anthocyanins[D]. Guangzhou: South China University of Technology, 2018.
    [29]
    宋爱伟, 毕红, 陈亚军, 等. 苹果青枣酵素发酵过程中生物学特性和抗氧化活性研究[J]. 合肥师范学院学报,2021,39(6):25−29. [SONG A W, BI H, CHEN Y J, et al. Study on the biological characteristics and antioxidant activity of apple and green jujube Jiaosu during fermentation process[J]. Journal of Hefei Normal University,2021,39(6):25−29. doi: 10.3969/j.issn.1674-2273.2021.06.008

    SONG A W, BI H, CHEN Y J, et al. Study on the biological characteristics and antioxidant activity of apple and green jujube jiaosu during fermentation process[J]. Journal of Hefei Normal University, 2021, 39(6): 25-29. doi: 10.3969/j.issn.1674-2273.2021.06.008
    [30]
    贾丽丽, 冀利, 孙曙光, 等. 冬枣酵素发酵过程中生物学特性和抗氧化活性研究[J]. 食品与发酵科技,2014,50(4):30−33. [JIA L L, JI L, SUN S G, et al. Study on biological property and antioxidant activity of winter-jujube ferment during fermentation process[J]. Food and Fermentation Technology,2014,50(4):30−33.

    JIA L L, JI L, SUN S G, et al. Study on biological property and antioxidant activity of winter-jujube ferment during fermentation process[J]. Food and Fermentation Technology, 2014, 50(4): 30-33.
    [31]
    秦宇蒙, 王艳丽, 周笑犁, 等. 番茄酵素自然发酵过程中主要功效酶的变化[J]. 食品工业科技,2022,43(20):60−66. [QIN Y M, WANG Y L, ZHOU X L, et al. Changes of main functional enzymes during natural fermentation of tomato enzymes[J]. Science and Technology of Food Industry,2022,43(20):60−66. doi: 10.13386/j.issn1002-0306.2021120185

    QIN Y M, WANG Y L, ZHOU X L, et al. Changes of main functional enzymes during natural fermentation of tomato enzymes[J]. Science and Technology of Food Industry, 2022, 43(20): 60-66. doi: 10.13386/j.issn1002-0306.2021120185
    [32]
    李杰, 赵声兰, 陈朝银. 核桃青皮果蔬酵素的成分组成及体外抗氧化活性研究[J]. 食品工业科技,2016,37(10):117−122. [LI J, ZHAO S L, CHEN C Y. Chemical composition and in vitro antioxidant properties of walnut green husk fruit and vegetable compound ferment[J]. Science and Technology of Food Industry,2016,37(10):117−122. doi: 10.13386/j.issn1002-0306.2016.10.014

    LI J, ZHAO S L, CHEN C Y. Chemical composition and in vitro antioxidant properties of walnut green husk fruit and vegetable compound ferment[J]. Science and Technology of Food Industry, 2016, 37(10): 117-122. doi: 10.13386/j.issn1002-0306.2016.10.014
    [33]
    高庆超, 常应九, 马蓉, 等. 黑果枸杞酵素自然发酵过程中微生物群落的动态变化[J]. 食品与发酵工业,2019,45(13):126−133. [GAO Q C, CHANG Y J, MA R, et al. Dynamic changes in microbial community during natural fermentation of Lycium ruthenicum Murr. enzymes[J]. Food and Fermentation Industries,2019,45(13):126−133. doi: 10.13995/j.cnki.11-1802/ts.020333

    GAO Q C, CHANG Y J, MA R, et al. Dynamic changes in microbial community during natural fermentation of Lycium Ruthenicum Murr. enzymes[J]. Food and Fermentation Industries, 2019, 45(13): 126-133. doi: 10.13995/j.cnki.11-1802/ts.020333
    [34]
    周偏, 蔡坤, 梁丛颖, 等. 诺丽酵素在自然发酵过程中体外抗氧化活性变化及品质研究[J]. 中国酿造,2018,37(1):92−96. [ZHOU P, CAI K, LIANG C Y, et al. Changes of in vitro antioxidant activity of Morinda citrifolia ferment during natural fermentation process and quality analysis[J]. China Brewing,2018,37(1):92−96. doi: 10.11882/j.issn.0254-5071.2018.01.020

    ZHOU P, CAI K, LIANG C Y, et al. Changes of in vitro antioxidant activity of Morinda citrifolia ferment during natural fermentation process and quality analysis[J]. China Brewing, 2018, 37(1): 92-96. doi: 10.11882/j.issn.0254-5071.2018.01.020
    [35]
    朱倩, 杨松, 伍玉菡, 等. 乳杆菌发酵对生姜副产物蒸馏液活性成分及抗氧化活性的影响[J]. 食品与发酵工业,2022,48(24):131−138. [ZHU Q, YANG S, WU Y H, et al. Effects of Lactobacillus fermentation on active components and antioxidant activities of distillate of ginger by-product[J]. Food and Fermentation Industries,2022,48(24):131−138. doi: 10.13995/j.cnki.11-1802/ts.031170

    ZHU Q, YANG S, WU Y H, et al. Effects of Lactobacillus fermentation on active components and antioxidant activities of distillate of ginger by-product[J]. Food and Fermentation Industries, 2022, 48(24): 131-138. . doi: 10.13995/j.cnki.11-1802/ts.031170
    [36]
    苏龙, 庄明川, 陆孔泳, 等. 芒果木瓜天然酵素抗氧化性能分析[J]. 湖北农业科学,2017,56(7):1312−1314. [SU L, ZHUANG M C, LU K Y, et al. Analysis on antioxidant properties of mango and pawpaw ferment[J]. Hubei Agricultural Sciences,2017,56(7):1312−1314. doi: 10.14088/j.cnki.issn0439-8114.2017.07.029

    SU L, ZHUANG M C, LU K Y, et al. Analysis on antioxidant properties of mango and pawpaw ferment[J]. Hubei Agricultural Sciences, 2017, 56(7): 1312-1314. doi: 10.14088/j.cnki.issn0439-8114.2017.07.029
    [37]
    唐敏, 刘刚, 王雪力, 等. 桑葚酵素复合与自然发酵的功效成分、感官评价与抗氧化活性比较[J]. 四川师范大学学报(自然科学版),2022,45(1):73−78. [TANG M, LIU G, WANG X L, et al. Comparison of functional components, sensory evaluation and antioxidant activity by multi microorganism fermentation in mulberry enzymes with those by natural fermentation[J]. Journal of Sichuan Normal University(Natural Science),2022,45(1):73−78. doi: 10.3969/j.issn.1001-8395.2022.01.011

    TANG M, LIU G, WANG X L, et al. Comparison of functional components, sensory evaluation and antioxidant activity by multi microorganism fermentation in mulberry enzymes with those by natural fermentation[J]. Journal of Sichuan Normal University(Natural Science), 2022, 45(1): 73-78. doi: 10.3969/j.issn.1001-8395.2022.01.011
    [38]
    魏雪琴, 武燕蓉, 庞杰. 四种红枣酵素品质对比研究[J]. 中国调味品,2021,46(11):52−56. [WEI X Q, WU Y R, PANG J. Comparative study on the quality of four jujube enzymes[J]. China Condiment,2021,46(11):52−56. doi: 10.3969/j.issn.1000-9973.2021.11.010

    WEI X Q, WU Y R, PANG J. Comparative study on the quality of four jujube enzymes[J]. China Condiment, 2021, 46(11): 52-56. doi: 10.3969/j.issn.1000-9973.2021.11.010
    [39]
    张海燕, 康三江, 袁晶, 等. 苹果酵素自然发酵过程中生物活性物质的变化[J]. 中国酿造,2021,40(3):111−114. [ZHANG H Y, KANG S J, YUAN J, et al. Changes of bioactive compounds of apple Jiaosu during natural fermentation[J]. China Brewing,2021,40(3):111−114. doi: 10.11882/j.issn.0254-5071.2021.03.020

    ZHANG H Y, KANG S J, YUAN J, et al. Changes of bioactive compounds of apple Jiaosu during natural fermentation[J]. China Brewing, 2021, 40(3): 111-114. doi: 10.11882/j.issn.0254-5071.2021.03.020
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