Skip to main content
Food Chemistry: X logoLink to Food Chemistry: X
editorial
. 2024 Dec 6;25:102071. doi: 10.1016/j.fochx.2024.102071

Progress in flavor research in food: Flavor chemistry in food quality, safety, and sensory properties

Jeehye Sung a, Scott Frost b, Joon Hyuk Suh c,
PMCID: PMC11699343  PMID: 39758073

1. Introduction

Flavor is a critical quality attribute in food and is a primary driver for consumer acceptance and food purchasing decisions. The development of flavor in food is a complex process, involving numerous chemical molecules, including volatiles, non-volatiles and high-molecular weight compounds (Ohloff et al., 1985). The sensation of flavor results from simultaneous stimulation of our chemical senses, mainly odor and taste, triggered by these chemicals originally present in raw food material or generated during food processing and storage. Traditional flavor research focused on identifying key odor-active and taste-active chemicals in food, which are less than a few hundred compounds (Dunkel et al., 2014). Advances in analytical techniques and artificial intelligence (AI), which can handle large datasets, have led recent flavor research toward a more systemic assessment of flavor-related chemicals. This includes the measurement of compounds that are tasteless and odorless but impact flavor perception (e.g., flavor enhancers) and compounds that interact with other molecules to modify flavor profile (Cai et al., 2024; Kuroda, 2024; Ronningen et al., 2018). Studies on flavor precursors and flavor synthetic pathways have also increasingly been introduced in fresh fruits and vegetables, as well as processed food products (Diez-Simon et al., 2019; Xu et al., 2023; Zhu et al., 2019). With these trends, a new omics subdiscipline named ‘flavoromics’ was born in 2008 and has addressed various challenges in food flavor research (Cai et al., 2024). Flavoromics combines analytical chemistry, sensory evaluation, and data science to comprehensively understand the relationships between chemical compositions and flavor traits in food. To characterize a wide range of compounds, including unknown molecules that might affect flavor formation and regulation, flavoromics often employs untargeted chemical analysis using analytical techniques such as gas chromatography–ion mobility spectrometry (GC–IMS), gas chromatography–mass spectrometry (GC–MS) and liquid chromatography–high-resolution mass spectrometry (LC–HRMS) (Castañeda et al., 2024; Wei et al., 2023). A similar term, sensomics, uses a combination of sensory evaluation and instrumental analysis, like flavoromics, while sensomics concentrates on the identification and quantification of aroma-active compounds at the molecular level, which is assisted by experiments such as aroma extract dilution analysis (AEDA) and aroma recombination and omission (Han et al., 2024; Steinhaus & Schieberle, 2007). Multi-omics, the integration of more than one omics approach (e.g., metabolomics with transcriptomics), is another emerging trend to understand in-depth biochemical mechanisms and regulatory processes behind the flavor phenotypes of food across different biological layers (Habibi et al., 2024).

In this special issue, a total of 71 articles regarding the modern flavor chemistry of food were collected between June 2023 and April 2024.

2. Articles published in this issue

2.1. Flavor chemistry in raw agricultural commodities

Sugars and organic acids are significant chemical components in fresh fruits, contributing to their balanced sweetness and sourness. The total soluble solids to titratable acidity (TSS/TA) ratio is commonly used to assess the flavor quality and ripeness of fruits (Li et al., 2016). However, efforts have been made to measure individual sugars and organic acids for a better understanding of fruit flavor, because each compound may have a different taste activity value (TAV), and their contents and ratios vary among fruits. Sugars, acids, and their proportions and distribution were examined in a cherry species (Prunus pseudocerasus) by high-performance liquid chromatography–ultraviolet/refractive index detection (HPLC–UV/RID) (Zhou et al., 2023). With the support of sensory evaluation and the TSS/TA ratio, key indicators of cherry flavor, including glucose, fructose, and maltose were identified, and new cherry grading criteria were proposed. Liu, Song, et al. (2024) explored alterations in flavor-related compounds in yellow and white-fleshed loquats (Eriobotrya japonica) using HPLC–UV/RID and LC–MS-based metabolomics approach. Differentially accumulated metabolites, including sugars and organic acids (e.g., malic acid), were found in loquats of different colors and at different development stages.

Interestingly, one collected article used a targeted metabolomics strategy, and reported the identification of ethyl vanillin, a ‘synthetic’ vanilla flavoring compound, in strawberry (Fragaria × ananassa) (Song et al., 2023). It was the first time that ethyl vanillin had been observed in natural food. The presence of ethyl vanillin in strawberry was thoroughly confirmed by multiple analytical techniques including GC–MS/MS, LC–HRMS and LC–MS/MS with the use of isotope-labeled ethyl vanillin and a global metabolite library (NIST). The same research group published another article regarding the discovery of a novel bitter-masking compound in allspice (Pimenta dioica) using sensory-guided isolation (An et al., 2024). The structures of the isolated molecules were determined by nuclear magnetic resonance (NMR) and LC–HRMS, and one molecule exhibited promising bitter masking activity against quinine, as determined by sensory evaluation. Molecular docking analysis indicated that the compound could act as an antagonist of one of the bitter receptors, TAS2R14.

In addition to the above topics, the flavor qualities of buckwheat (Fagopyrum spp.) (Li, Wei, et al., 2024), pear (Pyrus spp.) (Zhang, Bai, et al., 2024), wampee (Clausena lansium) (Zhao et al., 2023), vanilla beans (Vanilla planifolia) (Yeh et al., 2024) and pepper seeds (Capsicum annuum) (Chen et al., 2024) were assessed by characterizing flavor-related compounds using gas chromatography with flame ionization detection (GC–FID), GC–MS, GC–IMS, HPLC–UV/RID and/or LC–MS/MS, followed by multivariate statistical analysis. One study employed widely targeted metabolomics and annotated nearly 1000 metabolites in pear (Zhang, Bai, et al., 2024). The relationship between metabolites and sensory attributes was uncovered through statistical correlation network analysis, and key sensory-related metabolites in pear were identified based on gene significance and module memberships. Another study examined flavor precursors and downstream aroma volatiles in pepper seeds, demonstrating that certain fatty acids and amino acids were highly correlated with the formation of pepper aroma (Chen et al., 2024).

2.2. Flavor chemistry in processed foods

Fifty-five out of the 71 articles in this special issue studied flavor chemistry in processed food products, including marinated and stewed beef (Liu, Deng, et al., 2024; Li et al., 2024), cooked pork (Cheng et al., 2023), sausages (Shao et al., 2024; Sui et al., 2024; Wang, Sui, Liu, et al., 2023), chicken soup (Wang, Wu, et al., 2024), porridge (Liu, Wang, et al., 2024; Wang, Chen, et al., 2024), plant-based meat (Nam et al., 2024), sauerkraut (Wang, Liu, et al., 2024; Wang, Sui, Lu, et al., 2023), coffee (Hong et al., 2024), yogurt (Fan et al., 2024), tea (Li et al., 2023; Liu, Huang, et al., 2024; Long et al., 2024; Ma et al., 2024; Ouyang et al., 2024; Qingyang et al., 2024; Xu et al., 2024; Yan et al., 2024; Zhao et al., 2024), wine (Chen et al., 2023; Gao et al., 2024; Jiang et al., 2024; Qin et al., 2024; Wang, Yin, Shao, et al., 2023; Xi et al., 2024; Zhang, Liu, et al., 2024), soda (Barba et al., 2024), a fruit by-product (Luo et al., 2024), and processed oil (Jeong et al., 2024; Lee et al., 2024; Lin et al., 2024; Zhang, Chen, et al., 2024).

For solid processed foods, key odorants associated with the warmed-over flavor of stewed beef after refrigeration and reheating were characterized using a sensomics approach, which combined sensory evaluation with GC–IMS/MS analysis (Liu, Deng, et al., 2024). Shao et al. (2024) explored the effect of different starter cultures on the microbial communities and flavor compounds of fermented sausages using 16S rRNA gene sequencing and chemical analysis, demonstrating that a mixed starter (L. plantarum CQ01107 with S. simulans CD207) enhanced the flavor of fermented sausages by generating a high level of umami taste-related compounds. With growing attention on plant-based foods, one study utilized a soybean by-product as an additive for the production of plant-based patties and assessed the quality of the patties via physicochemical measurements and GC–MS analysis (Nam et al., 2024). The developed patties showed increased water-holding capacity, improved texture profiles and lower levels of undesirable flavor volatiles (e.g., benzaldehyde, nonanal, 2-heptanone) compared to control patties without the soybean by-product. Luo et al. (2024) introduced a novel fermented food using a pineapple by-product and whey protein. The effect of fermentation on the product quality was clarified by measuring changes in carbohydrate and amino acid profiles, organoleptic properties, and the microbial community of the product.

For liquid processed foods, the influence of roasting conditions on the physicochemical properties and flavor quality of coffee (Coffea arabica) was assessed by analyzing caffeine, chlorogenic acid, total flavonoid content, antioxidant capacity, flavor, and flavor compounds using various instruments such as HPLC–UV, electronic tongue, electronic nose, and GC–MS-olfactometry (GC–MS-O) (Hong et al., 2024). Ouyang et al. (2024) employed untargeted volatile analysis using two-dimensional gas chromatography-olfactometry–quadrupole-time-of-flight mass spectrometry (GC × GC-O–QTOF-MS) to exhaustively characterize the odorants of black tea from different provinces in China. A total of 190 volatiles were identified in the tea, and among them, 23 compounds were confirmed as key odorants contributing to the distinct aromas of black tea in different regions. In another study, the aroma profiles of Italian wines were determined by GC–IMS during spontaneous and inoculated fermentation processes, demonstrating that spontaneous fermentation effectively enhanced the aroma characteristics of wine, with increased levels of corresponding volatiles, showing its aging potential (Wang, Yin, Shao, et al., 2023). Barba et al. (2024) examined the effect of sugar alcohols on the release of aroma compounds in soda beverages using GC–MS and NMR, which may help guide the use of sugar alcohols and aroma volatiles in the formulation of sugar-free or reduced-sugar beverages. Additionally, a new sample preparation technique, called dispersive liquid-liquid microextraction, was introduced and applied to the determination of toxic α-dicarbonyl compounds, such as glyoxal and methylglyoxal, in sesame oil, which has potential for use in the quality and safety control of oil (Lee et al., 2024).

2.3. Application of multi-omics in food flavor

Several studies in this issue utilized multi-omics strategies to support and confirm their hypotheses across different biological layers in food products, such as tea (Li et al., 2023; Liu, Huang, et al., 2024), cheese (Xue et al., 2024) and fermented foods (Liang et al., 2023). An integrated metabolomics-transcriptomics approach was employed in oolong tea research, revealing dynamic changes in metabolites and flavor formation during tea manufacturing process (Li et al., 2023). Differentially expressed metabolites and genes were associated, and central metabolic pathways and network (sugar, amino acid and flavonoid metabolism) altered during different tea processing steps were identified. Another study examined variations in metabolite profiles and bacterial communities in Liupao tea during tea processing using a joint metabolomic and metagenomic analysis (Liu, Huang, et al., 2024). The two omics datasets were correlated, and the results indicated that metabolic changes in Liupao tea were not primarily derived from bacterial activities, but rather from other processing conditions, such as high temperature and humidity. A combination of metabolomics and metagenomics was also used in yak cheese (Xue et al., 2024), and fermented dairy and vegetable products (Liang et al., 2023) to elucidate the fundamental mechanisms behind the flavor formation of these products in different contexts.

3. Concluding remarks

Chemicals in food are the end products of cellular signaling processes in raw foods or products generated during processing and storage in processed foods. These chemicals directly reflect food phenotypes, such as flavor, which is linked to food quality, safety and sensory properties. This special issue presents recent advances in the flavor chemistry of food and introduces the most up-to-date technologies and approaches for food flavor research. However, challenges remain in the field, as flavor is a complex trait influenced by numerous compounds, their levels, compositions, interactions and reactions. Future advancements in analytical techniques, along with the application of AI technologies such as machine learning and deep learning algorithms, are expected to enhance the measurement and assessment of food flavor from large and complex datasets across various research topics. Finally, the guest editors sincerely thank the authors, reviewers, editors, editorial office, and all those who contributed to this special issue.

Declaration of competing interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

References

  1. An J.-P., Liu X., Wang Y. Discovery of bitter masking compounds from allspice (Pimenta dioica) using sensory guided isolation. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101426. [DOI] [PMC free article] [PubMed] [Google Scholar]
  2. Barba C., Angós I., Maté J.I., Cornejo A. Effects of polyols at low concentration on the release of sweet aroma compounds in model soda beverages. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101440. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Cai D., Li X., Liu H., Wen L., Qu D. Machine learning and flavoromics-based research strategies for determining the characteristic flavor of food: A review. Trends in Food Science & Technology. 2024;154 doi: 10.1016/j.tifs.2024.104794. [DOI] [Google Scholar]
  4. Castañeda F.N., Pellegrino Vidal R.B., Aspromonte J. Untargeted chromatographic methods coupled with chemometric strategies for the analysis of food and related samples. TrAC Trends in Analytical Chemistry. 2024;173 doi: 10.1016/j.trac.2024.117650. [DOI] [Google Scholar]
  5. Chen Y., Qi J., Yang H., Lei X., Jiang J., Song Y.…Liu Y.-L. Fungal dynamic during apricot wine spontaneous fermentation and aromatic characteristics of Pichia kudriavzevii for potential as starter. Food Chemistry: X. 2023;19 doi: 10.1016/j.fochx.2023.100862. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Chen Y., Zhang X., Liu X., Liu Y., Hou A., Wang Y.…Xiao Y. Discrimination and characterization of volatile organic compounds and nutritional values of three varieties of chopped pepper seeds. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101150. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Cheng L., Li X., Tian Y., Wang Q., Li X., An F.…Huang Q. Mechanisms of cooking methods on flavor formation of Tibetan pork. Food Chemistry: X. 2023;19 doi: 10.1016/j.fochx.2023.100873. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Diez-Simon C., Mumm R., Hall R.D. Mass spectrometry-based metabolomics of volatiles as a new tool for understanding aroma and flavour chemistry in processed food products. Metabolomics. 2019;15(3):41. doi: 10.1007/s11306-019-1493-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Dunkel A., Steinhaus M., Kotthoff M., Nowak B., Krautwurst D., Schieberle P., Hofmann T. Nature’s chemical signatures in human olfaction: A foodborne perspective for future biotechnology. Angewandte Chemie International Edition. 2014;53(28):7124–7143. doi: 10.1002/anie.201309508. [DOI] [PubMed] [Google Scholar]
  10. Fan X., Zhang A., Zhang T., Tu M., Du Q., Ling N.…Pan D. Effects of Semen Ziziphi Spinosae extract and binary probiotics co-fermentation on the quality of yogurt and their underlying molecular mechanisms. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101191. [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Gao F., Guan L., Zeng G., Hao X., Li H., Wang H. Preliminary characterization of chemical and sensory attributes for grapes and wines of different cultivars from the Weibei plateau region in China. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2023.101091. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Habibi F., Boakye D.A., Chang Y., Casorzo G., Hallman L.M., Madison M.…Liu T. Molecular mechanisms underlying postharvest physiology and metabolism of fruit and vegetables through multi-omics technologies. Scientia Horticulturae. 2024;324 doi: 10.1016/j.scienta.2023.112562. [DOI] [Google Scholar]
  13. Han H., Zhang Z., Yang Z., Blank I., Zhong F., Wang B.…Zeng H. A comparative study to determine the key aroma components of yogurt aroma types based on sensomics and flavoromics. Food Chemistry. 2024;460 doi: 10.1016/j.foodchem.2024.140618. [DOI] [PubMed] [Google Scholar]
  14. Hong S.J., Boo C.G., Yoon S., Jeong H., Jo S.M., Youn M.Y.…Shin E.-C. Impact of roasting conditions on physicochemical, taste, volatile, and odor-active compound profiles of Coffea arabica L. (cv. Yellow Bourbon) using electronic sensors and GC–MS-O using a multivariate approach. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101119. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Jeong H., Yoon S., Jo S.M., Hong S.J., Ban Y., Park H.…Shin E.-C. Chemosensory of hemp seed oil extracted with hemp seed (Cannabis sativa L.) roasted under various conditions using electronic sensors and GC–MS/Olfactometry. Food Chemistry. 2024;X, 21 doi: 10.1016/j.fochx.2024.101226. [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Jiang J., Yin R., Xie Y., Ma X., Cui M., Chen Y.…Gao F. Effects of cofermentation of Saccharomyces cerevisiae and different lactic acid bacteria on the organic acid content, soluble sugar content, biogenic amines, phenol content, antioxidant activity and aroma of prune wine. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101502. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Kuroda M. In: Kokumi substance as an enhancer of koku: Biochemistry, physiology, and food science. Kuroda M., editor. Springer Nature Singapore; Singapore: 2024. Biochemical studies on kokumi γ-glutamyl peptides; pp. 25–32. [Google Scholar]
  18. Lee J., Nam T.G., Choi H.-K., Jang H.W. Determination of toxic α-dicarbonyl compounds in sesame oils using dispersive liquid–liquid microextraction coupled with gas chromatography–mass spectrometry. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101302. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Li C., Lin J., Hu Q., Sun Y., Wu L. An integrated metabolomic and transcriptomic analysis reveals the dynamic changes of key metabolites and flavor formation over Tieguanyin oolong tea production. Food Chemistry: X. 2023;20 doi: 10.1016/j.fochx.2023.100952. [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Li H., Chen J., Zhang Y., Jiang Y., Sun D., Piao C.…Li G. Evaluation of the flavor profiles of Yanbian-style sauced beef from differently treated raw beef samples. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101505. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Li J.-L., Sun D.-W., Cheng J.-H. Recent advances in nondestructive analytical techniques for determining the total soluble solids in fruits: A review. Comprehensive Reviews in Food Science and Food Safety. 2016;15(5):897–911. doi: 10.1111/1541-4337.12217. [DOI] [PubMed] [Google Scholar]
  22. Li Y., Wei J., Zhu S., Zhou X., Zhou Y., Wang M. Analysis of characteristic aromas of buckwheat with different germplasm using gas chromatography–mass spectrometry combined with chemometrics and multivariate statistical analysis. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101475. [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Liang T., Jiang T., Liang Z., Zhang N., Dong B., Wu Q., Gu B. Carbohydrate-active enzyme profiles of Lactiplantibacillus plantarum strain 84-3 contribute to flavor formation in fermented dairy and vegetable products. Food Chemistry: X. 2023;20 doi: 10.1016/j.fochx.2023.101036. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Lin L.-Y., Chen C.-W., Chen H.-C., Chen T.-L., Yang K.-M. Developing the procedure-enhanced model of ginger-infused sesame oil based on its flavor and functional properties. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101227. [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Liu H., Huang Y., Liu Z., Pang Y., Yang C., Li M.…Nie J. Determination of the variations in the metabolic profiles and bacterial communities during traditional craftsmanship Liupao tea processing. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101516. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Liu J., Deng S., Wang J., Huang F., Han D., Xu Y.…Blecker C. Comparison and elucidation of the changes in the key odorants of precooked stewed beef during cooking-refrigeration-reheating. Food Chemistry: X. 2024;23 doi: 10.1016/j.fochx.2024.101654. [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Liu X., Song L., Xue B., Chi Z., Wang Y., Wen S.…Jing D. Organic acid and sugar components accumulation and flavor associated metabolites dynamic changes in yellow- and white-fleshed seedless loquats (Eriobotrya japonica) Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2023.101046. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Liu X., Wang S., Pan M., Tian A., Chen K., Qu W.…Ma A. Effect of cooking methods on volatile compounds and texture properties in millet porridge. Food Chemistry: X. 2024;23 doi: 10.1016/j.fochx.2024.101652. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Long P., Su S., Han Z., Granato D., Hu W., Ke J., Zhang L. The effects of tea plant age on the color, taste, and chemical characteristics of Yunnan Congou black tea by multi-spectral omics insight. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101190. [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Luo J.-W., Xiao S., Suo H., Wang B., Cai Y.-X., Wang J.-H. Dynamics of nutrients, sensory quality and microbial communities and their interactions during co-fermentation of pineapple by-products and whey protein. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101254. [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. Ma Y.-Y., Wang J.-Q., Gao Y., Cao Q.-Q., Wang F., Chen J.-X.…Xu Y.-Q. Effect of the type of brewing water on the sensory and physicochemical properties of light-scented and strong-scented Tieguanyin oolong teas. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2023.101099. [DOI] [PMC free article] [PubMed] [Google Scholar]
  32. Nam J.-K., Lee J.Y., Jang H.W. Quality characteristics and volatile compounds of plant-based patties supplemented with biji powder. Food Chemistry: X. 2024;23 doi: 10.1016/j.fochx.2024.101576. [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Ohloff G., Flament I., Pickenhagen W. Flavor chemistry. Food Reviews International. 1985;1(1):99–148. doi: 10.1080/87559128509540767. [DOI] [Google Scholar]
  34. Ouyang J., Jiang R., Chen H., Liu Q., Yi X., Wen S.…Huang J. Characterization of key odorants in ‘Baimaocha’ black teas from different regions. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101303. [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Qin Y., Xu H., Sun J., Cheng X., Lei J., Lian W.…Chen Y. Succession of microbiota and its influence on the dynamics of volatile compounds in the semi-artificial inoculation fermentation of mulberry wine. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101223. [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Qingyang W., Ziwei Z., Jihang H., Suhui Z., Shuling R., Xiaochun L.…Yun S. Analysis of aroma precursors in Jinmudan fresh tea leaves and dynamic change of fatty acid volatile during black tea processing. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101155. [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. Ronningen I., Miller M., Xia Y., Peterson D.G. Identification and validation of sensory-active compounds from data-driven research: A flavoromics approach. Journal of Agricultural and Food Chemistry. 2018;66(10):2473–2479. doi: 10.1021/acs.jafc.7b00093. [DOI] [PubMed] [Google Scholar]
  38. Shao X., Wang H., Song X., Xu N., Sun J., Xu X. Effects of different mixed starter cultures on microbial communities, taste and aroma compounds of traditional Chinese fermented sausages. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101225. [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Song X., Porter M.E., Whitaker V.M., Lee S., Wang Y. Identification of ethyl vanillin in strawberry (Fragaria × ananassa) using a targeted metabolomics strategy: From artificial to natural. Food Chemistry: X. 2023;20 doi: 10.1016/j.fochx.2023.100944. [DOI] [PMC free article] [PubMed] [Google Scholar]
  40. Steinhaus P., Schieberle P. Characterization of the key aroma compounds in soy sauce using approaches of molecular sensory science. Journal of Agricultural and Food Chemistry. 2007;55(15):6262–6269. doi: 10.1021/jf0709092. [DOI] [PubMed] [Google Scholar]
  41. Sui Y., Liu J., Lu J., Gao Y., Badar I.H., Li X.-A.…Qin L. Coinoculation of autochthonous starter cultures: A strategy to improve the flavor characteristics and inhibit biogenic amines of Harbin dry sausage. Food Chemistry: X. 2024;23 doi: 10.1016/j.fochx.2024.101655. [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Wang H., Sui Y., Liu J., Kong B., Li H., Qin L., Chen Q. Analysis and comparison of the quality and flavour of traditional and conventional dry sausages collected from Northeast China. Food Chemistry: X. 2023;20 doi: 10.1016/j.fochx.2023.100979. [DOI] [PMC free article] [PubMed] [Google Scholar]
  43. Wang H., Wu B., Zhang J., Liu Y., Zhang M., Chen L.…Cao C. Bamboo shoots improve the nutritional and sensory quality, and change flavor composition of chicken soup. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101140. [DOI] [PMC free article] [PubMed] [Google Scholar]
  44. Wang J., Liu X., Liu J., Sui Y., Yu W., Kong B., Chen Q. Improving the bacterial community, flavor, and safety properties of northeastern sauerkraut by inoculating autochthonous Levilactobacillus brevis. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101408. [DOI] [PMC free article] [PubMed] [Google Scholar]
  45. Wang J., Sui Y., Lu J., Dong Z., Liu H., Kong B., Chen Q. Exploring potential correlations between bacterial communities, organic acids, and volatile metabolites of traditional fermented sauerkraut collected from different regions of Heilongjiang province in Northeast China. Food Chemistry: X. 2023;19 doi: 10.1016/j.fochx.2023.100840. [DOI] [PMC free article] [PubMed] [Google Scholar]
  46. Wang L., Yin H., Shao X., Zhang Z., Zhong X., Wei R.…Li H. Improving the aging aroma profiles of Italian Riesling and Petit Verdot wines: Impact of spontaneous and inoculated fermentation processes. Food Chemistry: X. 2023;20 doi: 10.1016/j.fochx.2023.100978. [DOI] [PMC free article] [PubMed] [Google Scholar]
  47. Wang S., Chen K., Tian A., Pan M., Liu X., Qu L.…Ma A. Effect of cooking methods on volatile compounds and texture properties in maize porridge. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101515. [DOI] [PMC free article] [PubMed] [Google Scholar]
  48. Wei G., Dan M., Zhao G., Wang D. Recent advances in chromatography-mass spectrometry and electronic nose technology in food flavor analysis and detection. Food Chemistry. 2023;405 doi: 10.1016/j.foodchem.2022.134814. [DOI] [PubMed] [Google Scholar]
  49. Xi C., Zhang J., Zhang F., Liu D., Cheng W., Gao F., Wang P. Effect of postharvest grape dehydration on chemical composition, antioxidant activity and sensory characeteristics of Marselan wines. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101503. [DOI] [PMC free article] [PubMed] [Google Scholar]
  50. Xu J., Zhang Y., Hu C., Yu B., Wan C., Chen B.…Chen H. The flavor substances changes in Fuliang green tea during storage monitoring by GC–MS and GC-IMS. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2023.101047. [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Xu L., Zang E., Sun S., Li M. Main flavor compounds and molecular regulation mechanisms in fruits and vegetables. Critical Reviews in Food Science and Nutrition. 2023;63(33):11859–11879. doi: 10.1080/10408398.2022.2097195. [DOI] [PubMed] [Google Scholar]
  52. Xue B., Li G., Xun X., Huang Q., Wang S. Multi-omics revealed the formation mechanism of characteristic volatiles in Tibetan yak cheese induced by different altitudes. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2024.101120. [DOI] [PMC free article] [PubMed] [Google Scholar]
  53. Yan X., Tian Y., Zhao F., Wang R., Zhou H., Zhang N.…Zhang C. Analysis of the key aroma components of Pu'er tea by synergistic fermentation with three beneficial microorganisms. Food Chemistry: X. 2024;21 doi: 10.1016/j.fochx.2023.101048. [DOI] [PMC free article] [PubMed] [Google Scholar]
  54. Yeh C.-H., Chou C.-Y., Yang K.-M., Wu C.-S., Chu L.-P., Hsu Y.-L., Chen H.-C. Effects of storage time and temperature on the aroma quality and color of vanilla beans (Vanilla planifolia) from Taiwan. Food Chemistry: X. 2024;24 doi: 10.1016/j.fochx.2024.101761. [DOI] [PMC free article] [PubMed] [Google Scholar]
  55. Zhang B., Liu D., Liu H., Shen J., Zhang J., He L.…Shi K. Impact of indigenous Oenococcus oeni and Lactiplantibacillus plantarum species co-culture on cabernet sauvignon wine malolactic fermentation: Kinetic parameters, color and aroma. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101369. [DOI] [PMC free article] [PubMed] [Google Scholar]
  56. Zhang L., Chen J., Guo X., Cao Y., Qu G., Li Q.…Yu X. Microwave pretreatment effects on the aroma precursors, sensory characteristics and flavor profiles of fragrant rapeseed oil. Food Chemistry: X. 2024;22 doi: 10.1016/j.fochx.2024.101381. [DOI] [PMC free article] [PubMed] [Google Scholar]
  57. Zhang W., Bai B., Du H., Hao Q., Zhang L., Chen Z.…Abd El-Aty A.M. Co-expression of metabolites and sensory attributes through weighted correlation network analysis to explore flavor-contributing factors in various Pyrus spp. cultivars. Food Chemistry. 2024;X, 21 doi: 10.1016/j.fochx.2024.101189. [DOI] [PMC free article] [PubMed] [Google Scholar]
  58. Zhao C., Liu X., Tian H., Li Z. Integrated characterization of arabica coffee husk tea using flavoromics, targeted screening, and in silico approaches. Food Chemistry: X. 2024;23 doi: 10.1016/j.fochx.2024.101556. [DOI] [PMC free article] [PubMed] [Google Scholar]
  59. Zhao Z., Hao Y., Liu Y., Shi Y., Lin X., Wang L.…Li J. Comprehensive evaluation of aroma and taste properties of different parts from the wampee fruit. Food Chemistry: X. 2023;19 doi: 10.1016/j.fochx.2023.100835. [DOI] [PMC free article] [PubMed] [Google Scholar]
  60. Zhou J., Yang S., Ma Y., Liu Z., Tu H., Wang H.…Wang X. Soluble sugar and organic acid composition and flavor evaluation of Chinese cherry fruits. Food Chemistry: X. 2023;20 doi: 10.1016/j.fochx.2023.100953. [DOI] [PMC free article] [PubMed] [Google Scholar]
  61. Zhu G., Gou J., Klee H., Huang S. Next-gen approaches to flavor-related metabolism. Annual Review of Plant Biology. 2019;70:187–212. doi: 10.1146/annurev-arplant-050718-100353. [DOI] [PubMed] [Google Scholar]

Articles from Food Chemistry: X are provided here courtesy of Elsevier

RESOURCES