Bhumireddy SR, Rocchetti G, Pallerla P, Lucini L, Sripadi P (2021) A combined targeted/untargeted screening based on GC/MS to detect low-molecular-weight compounds in different milk samples of different species and as affected by processing. Int Dairy J 118:105045. https://doi.org/10.1016/j.idairyj.2021.105045

Article  CAS  Google Scholar 

Chahine S, Tong AZ (2019) Effect of climatic conditions on organic acid composition of some wines obtained from different sources. AIMS Agric Food 4:27–40. https://doi.org/10.3934/agrfood.2019.1.27

Article  Google Scholar 

China Pharmacopoeia Commission (2020) Pharmacopoeia of the People’s Republic of China (2020 edition). China Medical Science Press

Deng H, Li X, Wang Y, Ma Q, Zeng Y, Xiang Y, Chen M, Zhang H, Xia H, Liang D, Lv X, Wang J, Deng Q (2023) Organic acid accumulation and associated dynamic changes in enzyme activity and gene expression during fruit development and ripening of common Loquat and its interspecific hybrid. Foods 12. https://doi.org/10.3390/foods12050911

Du S, Hu X, Yang X, Yu W, Wang Z (2022) Genetic diversity and population dynamic of Ziziphus jujuba var. spinosa (Bunge) Hu ex H.F.Chow in Central China. Ecol Evol 12:e9101. https://doi.org/10.1002/ece3.9101

Eckert C, Lutz C, Breitkreutz J, Woertz K (2011) Quality control of oral herbal products by an electronic tongue—Case study on sage lozenges. Sensor Actuat B-Chem 156:204–212. https://doi.org/10.1016/j.snb.2011.04.018

Article  CAS  Google Scholar 

Gao QH, Wu PT, Liu JR, Wu CS, Parry JW, Wang M (2011) Physico-chemical properties and antioxidant capacity of different jujube (Ziziphus jujuba Mill.) cultivars grown in loess plateau of China. Scient Hortic 130:67–70. https://doi.org/10.1016/j.scienta.2011.06.005

Article  CAS  Google Scholar 

Ghazaie SH, Sadeghi K, Sokolova E, Sergeev V (2023) Application of gene expression programming in developing correlations for nuclear desalination economic analysis. Desalination 555:116548. https://doi.org/10.1016/j.desal.2023.116548

Article  CAS  Google Scholar 

Gong L, Xie JB, Luo Y, Qiu ZD, Liu JR, Mei NJ, Chen ZY, Wang FL, Huang Y, Guo J, Cui GH, Zhang YQ, Lai CJ (2023) Research progress of quality control for the seed of Ziziphus jujuba var. spinosa (Bunge) Hu ex H.F.Chow (Suan-Zao-Ren) and its proprietary Chinese medicines. J Ethnopharmacol 307:116204. https://doi.org/10.1016/j.jep.2023.116204

Guo S, Duan JA, Li Y, Wang R, Yan H, Qian D, Tang Y, Su S (2017) Comparison of the bioactive components in two seeds of Ziziphus species by different analytical approaches combined with chemometrics. Front Pharmacol 8:9. https://doi.org/10.3389/fphar.2017.00609

Article  CAS  Google Scholar 

He A, Ma Z, Li Y, Huang C, Yong JWH, Huang J (2023) Spatiotemporal, physiological and transcriptomic dynamics of wild jujube seedlings under saline conditions. Tree Physiol 43:832–850. https://doi.org/10.1093/treephys/tpad001

Article  CAS  PubMed  Google Scholar 

Hua Y, Xu XX, Guo S, Xie H, Yan H, Ma XF, Niu Y, Duan JA (2022) Wild jujube (Ziziphus jujuba var. spinosa): a review of its phytonutrients, health benefits, metabolism, and applications. J Agric Food Chem 70:7871–7886. https://doi.org/10.1021/acs.jafc.2c01905

Article  CAS  PubMed  Google Scholar 

Huang J, Chen X, He A, Ma Z, Gong T, Xu K, Chen R (2021a) Integrative morphological, physiological, proteomics analyses of jujube fruit development provide insights into fruit quality domestication from wild jujube to cultivated jujube. Front Plant Sci 12:773825. https://doi.org/10.3389/fpls.2021.773825

Article  PubMed  PubMed Central  Google Scholar 

Huang XY, Wang CK, Zhao YW, Sun CH, Hu DG (2021b) Mechanisms and regulation of organic acid accumulation in plant vacuoles. Hortic Res 8:227. https://doi.org/10.1038/s41438-021-00702-z

Article  CAS  PubMed  PubMed Central  Google Scholar 

Ikegaya A, Toyoizumi T, Ohba S, Nakajima T, Kawata T, Ito S, Arai E (2019) Effects of distribution of sugars and organic acids on the taste of strawberries. Food Sci Nutr 7:2419–2426. https://doi.org/10.1002/fsn3.1109

Article  CAS  PubMed  PubMed Central  Google Scholar 

Jia D, Xu Z, Chen L, Huang Q, Huang C, Tao J, Qu X, Xu X (2023) Analysis of organic acid metabolism reveals citric acid and malic acid play major roles in determining acid quality during the development of kiwifruit (Actinidia eriantha). J Sci Food Agric 103:6055–6069. https://doi.org/10.1002/jsfa.12678

Article  CAS  PubMed  Google Scholar 

Kang C, Zhang Y, Zhang M, Qi J, Zhao W, Gu J, Guo W, Li Y (2022) Screening of specific quantitative peptides of beef by LC–MS/MS coupled with OPLS-DA. Food Chem 387:132932. https://doi.org/10.1016/j.foodchem.2022.132932

Article  CAS  PubMed  Google Scholar 

Khadivi A, Beigi F (2022) Morphological and chemical characterizations of jujube (Ziziphus jujuba Mill.) to select superior accessions. Food Sci Nutr 10:2213–2223. https://doi.org/10.1002/fsn3.2831

Article  CAS  PubMed  PubMed Central  Google Scholar 

Li H, Wang PP, Lin ZZ, Wang YL, Gui XJ, Fan XH, Dong FY, Zhang PP, Li XL, Liu RX (2023a) Identification of Bletilla striata and related decoction pieces: a data fusion method combining electronic nose, electronic tongue, electronic eye, and high-performance liquid chromatography data. Front Chem 11:1342311. https://doi.org/10.3389/fchem.2023.1342311

Article  CAS  PubMed  Google Scholar 

Li JJ, Liu HB, Yao ZR, Tang ZS, Qian DW, Wang M, Song ZX (2022) Comparison of anti-insomnia mechanism between Ziziphi Spinosae Semen and Ziziphi Spinosae Fructus based on network pharmacology. Mod Chin Med 24:9. https://doi.org/10.13313/j.issn.1673-4890.20210720001

Li W, Zhang YQ, Xie JB, Fang LL, Li C (2023b) Development of bioelectronic tongue and its application in taste measurement. Zhongguo Shipin Xuebao 23:385–394. https://doi.org/10.16429/j.1009-7848.2023.12.038

Li Y, Zhou X, Zhao K, Liu J, Chen G, Zhang Y, Ma J, Sun N, Li X (2024) Cultivation and morphology of jujube (Ziziphus jujuba Mill.) in the Qi river basin of northern China during the Neolithic period. Sci. Rep 14:2305. https://doi.org/10.1038/s41598-024-52260-8

Lima KG, Krause GC, Schuster AD, Catarina AV, Basso BS, De Mesquita FC, Pedrazza L, Marczak ES, Martha BA, Nunes FB, Chiela ECF, Jaeger N, Thomé MP, Haute GV, Dias HB, Donadio MVF, De Oliveira JR (2016) Gallic acid reduces cell growth by induction of apoptosis and reduction of IL-8 in HepG2 cells. Biomed Pharmacol 84:1282–1290. https://doi.org/10.1016/j.biopha.2016.10.048

Article  CAS  Google Scholar 

Lin XM, Zhang CZ, Huang BK (2024) Hepatoprotective action mechanism and quantification of soyasaponin Bb in Abri Herba by HPLC and network pharmacology. J Ethnopharmacol 337:118850. https://doi.org/10.1016/j.jep.2024.118850

Article  CAS  PubMed  Google Scholar 

Liu Y, Zhao XT, Lin TT, Wang Q, Zhang YQ, Xie JB (2022) Molecular mechanisms of polysaccharides from Ziziphus jujuba Mill var. spinosa seeds regulating the bioavailability of spinosin and preventing colitis. Int J Biol Macromol 163:1393–1402. https://doi.org/10.1016/j.ijbiomac.2020.07.229

Article  CAS  Google Scholar 

Liu M, Yang Y, Zhao X, Wang Y, Li M, Wang Y, Tian M, Zhou J (2024) Classification and characterization on sorghums based on HS-GC-IMS combined with OPLS-DA and GA-PLS. Curr Res Food Sci 8:100692. https://doi.org/10.1016/j.crfs.2024.100692

Article  CAS  PubMed  PubMed Central  Google Scholar 

Lu L, Hu Z, Hu X, Li D, Tian S (2022) Electronic tongue and electronic nose for food quality and safety. Food Res Int 162:112214. https://doi.org/10.1016/j.foodres.2022.112214

Article  CAS  PubMed  Google Scholar 

Ma Q, Chen X, Zhang K, Yao D, Yang L, Wang H, Bulemasi S, Huang J, Wang J (2020) Chemical fingerprint analysis for discovering markers and identifying Saussurea involucrata by HPLC coupled with OPLS-DA. J Anal Methods Chem 2020:7560710. https://doi.org/10.1155/2020/7560710

Article  CAS  PubMed  PubMed Central  Google Scholar 

Mahieu B, Qannari EM, Jaillais B (2023) Extension and significance testing of Variable Importance in Projection (VIP) indices in Partial Least Squares regression and Principal Components Analysis. Chemometr Intell Lab Syst 242:104986. https://doi.org/10.1016/j.chemolab.2023.104986

Article  CAS  Google Scholar 

Miao Y, Wang L, Bai F, Zheng S, Yan J, Wei H, Meng Q, Tong H (2024) Evaluation of chongqing Tuo Tea at different grades: an integrated approach by artificial and intelligent sensory, non-volatile, and volatile compounds analysis. Foods 13:865. https://doi.org/10.3390/foods13060865

Article  CAS  PubMed  PubMed Central  Google Scholar 

Mignard P, Beguería S, Giménez R, Font i Forcada C, Reig G, Moreno MÁ, (2022) Effect of genetics and climate on apple sugars and organic acids profiles. Agronomy 12:827. https://doi.org/10.3390/agronomy12040827

Article  CAS  Google Scholar 

Noviana E, Indrayanto G, Rohman A (2022) Advances in fingerprint analysis for standardization and quality control of herbal medicines. Front Pharmacol 13:853023. https://doi.org/10.3389/fphar.2022.853023

Article  CAS  PubMed  PubMed Central  Google Scholar 

Podrażka M, Bączyńska E, Kundys M, Jeleń PS, Witkowska Nery E (2017) Electronic tongue-a tool for all tastes? Biosensors 8:3. https://doi.org/10.3390/bios8010003

Article  CAS