{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T18:30:09Z","timestamp":1772649009908,"version":"3.50.1"},"reference-count":122,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T00:00:00Z","timestamp":1772582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Vicerrectorado de Investigaci\u00f3n\u2014Universidad Nacional Toribio Rodr\u00edguez de Mendoza de Amazonas"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Molecules"],"abstract":"<jats:p>This review synthesizes recent evidence on the generation and behavior of volatile biomarkers throughout the main postharvest stages of coffee, highlighting their potential for technological standardization. During harvest, aldehydes, furans, and lactones reflect ripeness and the presence of physiological defects, thereby influencing the formation of other volatile groups in subsequent stages. During pulping and fermentation, the metabolism of yeasts and lactic and acetic acid bacteria produces alcohols, acids, and esters (such as 2-phenylethanol, ethyl acetate, and methyl phenylacetate), which function as biomarkers of proper mucilage management and a balanced initial fermentation. In drying, the evolution of aldehydes derived from lipid oxidation and the retention of aromatic esters provide insights into dehydration kinetics and the stability of green coffee against oxidation. Finally, during roasting, volatile pyrazines, furans, thiols, and phenols integrate the entire postharvest history of the bean and enable inferences about roast degree, thermal overexposure, and final aroma development. Overall, the volatile biomarkers described here provide a robust chemical basis for objective monitoring of the postharvest process and the differentiation of coffee lots, although further studies are needed to define critical ranges by origin and processing system, standardize analytical methodologies, and quantitatively link these compounds to commercial quality parameters.<\/jats:p>","DOI":"10.3390\/molecules31050853","type":"journal-article","created":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T16:17:31Z","timestamp":1772641051000},"page":"853","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Tracking Aromatic Volatile Biomarkers Through Coffee Bean Postharvest Stages"],"prefix":"10.3390","volume":"31","author":[{"given":"Alexa J.","family":"Pajuelo-Mu\u00f1oz","sequence":"first","affiliation":[{"name":"Instituto de Investigaci\u00f3n, Innovaci\u00f3n y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingenier\u00eda y Ciencias Agrarias, Universidad Nacional Toribio Rodr\u00edguez de Mendoza de Amazonas, Calle Higos Urco 342-350-356, Chachapoyas 01001, Peru"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6518-0979","authenticated-orcid":false,"given":"Ilse S.","family":"Cayo-Colca","sequence":"additional","affiliation":[{"name":"Facultad de Ingenier\u00eda Zootecnista, Biotecnolog\u00eda, Agronegocios y Ciencia de Datos, Universidad Nacional Toribio Rodr\u00edguez de Mendoza de Amazonas, Calle Higos Urco 342-350-356, Chachapoyas 01001, Peru"}]},{"given":"Carlos","family":"Granda-Wong","sequence":"additional","affiliation":[{"name":"Department of Plant Pathology and Agricultural Engineering, Universidad Nacional de Piura, Campus Universitario, Urb. Miraflores s\/n, Piura 20008, Peru"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4549-3297","authenticated-orcid":false,"given":"Renan Campos","family":"Chist\u00e9","sequence":"additional","affiliation":[{"name":"Faculdade de Farm\u00e1cia, Campus Belo Horizonte, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4322-8980","authenticated-orcid":false,"given":"Efra\u00edn M.","family":"Castro-Alayo","sequence":"additional","affiliation":[{"name":"Instituto de Investigaci\u00f3n, Innovaci\u00f3n y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingenier\u00eda y Ciencias Agrarias, Universidad Nacional Toribio Rodr\u00edguez de Mendoza de Amazonas, Calle Higos Urco 342-350-356, Chachapoyas 01001, Peru"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3033-6440","authenticated-orcid":false,"given":"C\u00e9sar R.","family":"Balc\u00e1zar-Zumaeta","sequence":"additional","affiliation":[{"name":"Instituto de Investigaci\u00f3n, Innovaci\u00f3n y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingenier\u00eda y Ciencias Agrarias, Universidad Nacional Toribio Rodr\u00edguez de Mendoza de Amazonas, Calle Higos Urco 342-350-356, Chachapoyas 01001, Peru"}]}],"member":"1968","published-online":{"date-parts":[[2026,3,4]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"104411","DOI":"10.1016\/j.tifs.2024.104411","article-title":"Coffee: A Comprehensive Overview of Origin, Market, and the Quality Process","volume":"146","author":"Freitas","year":"2024","journal-title":"Trends Food Sci. Technol."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Melese, Y.Y., and Kolech, S.A. (2021). Coffee (Coffea arabica L.): Methods, Objectives, and Future Strategies of Breeding in Ethiopia\u2014Review. Sustainability, 13.","DOI":"10.3390\/su131910814"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"114346","DOI":"10.1016\/j.foodres.2024.114346","article-title":"Effects of Geographical Origin and Post-Harvesting Processing on the Bioactive Compounds and Sensory Quality of Brazilian Specialty Coffee Beans","volume":"186","author":"Tieghi","year":"2024","journal-title":"Food Res. Int."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"105027","DOI":"10.1016\/j.jfca.2022.105027","article-title":"Shade and Postharvest Processing Effects on Arabica Coffee Quality and Biochemical Composition in Lowland and Midland Coffee-Growing Areas of Southwestern Ethiopia","volume":"115","author":"Worku","year":"2023","journal-title":"J. Food Compos. Anal."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"106846","DOI":"10.1016\/j.jfca.2024.106846","article-title":"The Role of Volatile and Non-Volatile Compounds as Quality Indicators and Marker Candidates in Coffee: A Systematic Review","volume":"137","author":"Ayseli","year":"2025","journal-title":"J. Food Compos. Anal."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1016\/j.foodres.2018.03.077","article-title":"Variability of Single Bean Coffee Volatile Compounds of Arabica and Robusta Roasted Coffees Analysed by SPME-GC-MS","volume":"108","author":"Caporaso","year":"2018","journal-title":"Food Res. Int."},{"key":"ref_7","first-page":"2846","article-title":"Evaluaci\u00f3n Sensorial y de Compuestos Vol\u00e1tiles Arom\u00e1ticos Del Caf\u00e9 (Coffea ar\u00e1bica var. Caturra Chiroso) de Tres Or\u00edgenes Geogr\u00e1ficos de Antioquia","volume":"24","year":"2022","journal-title":"CTA"},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Iwasa, K., Seta, H., Matsuo, Y., and Nakahara, K. (2021). Evaluation of 3-Methylbutanoic Acid Methyl Ester as a Factor Influencing Flavor Cleanness in Arabica Specialty Coffee. Appl. Sci., 11.","DOI":"10.3390\/app11125413"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"107712","DOI":"10.1016\/j.jfca.2025.107712","article-title":"Molecular Sensory Insights into Odor Activity and Formation Pathway of Volatile Compounds across Roasting Degrees in Coffee Beans","volume":"145","author":"Yuan","year":"2025","journal-title":"J. Food Compos. 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J. Food Microbiol."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"116896","DOI":"10.1016\/j.foodres.2025.116896","article-title":"Impact of Harvest Seasons on the Volatile and Non-Volatile Chemical Composition of Conilon Coffee","volume":"218","author":"Schaffel","year":"2025","journal-title":"Food Res. Int."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"113317","DOI":"10.1016\/j.lwt.2022.113317","article-title":"Identification of Changes in the Volatile Compounds of Robusta Coffee Beans during Drying Based on HS-SPME\/GC-MS and E-Nose Analyses with the Aid of Chemometrics","volume":"161","author":"Zhang","year":"2022","journal-title":"LWT"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"104161","DOI":"10.1016\/j.fm.2022.104161","article-title":"Wet Fermentation of Coffea canephora by Lactic Acid Bacteria and Yeasts Using the Self-Induced Anaerobic Fermentation (SIAF) Method Enhances the Coffee Quality","volume":"110","author":"Cassimiro","year":"2023","journal-title":"Food Microbiol."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"5912","DOI":"10.1111\/ijfs.17381","article-title":"Coffee Fermentation as a Tool for Quality Improvement: An Integrative Review and Bibliometric Analysis","volume":"59","author":"Silva","year":"2024","journal-title":"Int. J. Food Sci. Technol."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"143586","DOI":"10.1016\/j.foodchem.2025.143586","article-title":"Comprehensive Evaluation of Volatile Compounds and Sensory Profiles of Coffee throughout the Roasting Process","volume":"478","author":"Debona","year":"2025","journal-title":"Food Chem."},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Obando, A.M., and Figueroa, J.G. (2024). Effect of Roasting Level on the Development of Key Aroma-Active Compounds in Coffee. Molecules, 29.","DOI":"10.3390\/molecules29194723"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"31","DOI":"10.31545\/intagr\/176300","article-title":"Effect of the Roasting Level on the Content of Bioactive and Aromatic Compoundsin Arabica Coffee Beans","volume":"38","author":"Rusinek","year":"2023","journal-title":"Int. Agrophys."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"2408","DOI":"10.1002\/fsn3.2849","article-title":"Impact of Roasting on the Phenolic and Volatile Compounds in Coffee Beans","volume":"10","author":"Wu","year":"2022","journal-title":"Food Sci. Nutr."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Chen, X., Wu, P., Wang, S., Sun, J., and Chen, H. (2025). Identification of Key Aroma-Active Compounds in Commercial Coffee Using GC-O\/AEDA and OAV Analysis. Foods, 14.","DOI":"10.3390\/foods14183192"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"106879","DOI":"10.1016\/j.foodcont.2019.106879","article-title":"Characterization of Volatile Carbonyl Compounds in Defective Green Coffee Beans Using a Fan Assisted Extraction Process","volume":"108","author":"Santos","year":"2020","journal-title":"Food Control"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"143169","DOI":"10.1016\/j.foodchem.2025.143169","article-title":"Effect of Roasting on Chemical Composition of Coffee","volume":"477","author":"Alcantara","year":"2025","journal-title":"Food Chem."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1111\/ijfs.16261","article-title":"Effects of Postharvest Processing on Aroma Formation in Roasted Coffee\u2014A Review","volume":"58","author":"Cao","year":"2023","journal-title":"Int. J. Food Sci. Tech."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.foodchem.2018.08.061","article-title":"Exploring the Impacts of Postharvest Processing on the Aroma Formation of Coffee Beans\u2014A Review","volume":"272","author":"Medeiros","year":"2019","journal-title":"Food Chem."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1016\/j.phytochem.2013.01.005","article-title":"Functional Characterization of Three Coffea arabica L. Monoterpene Synthases: Insights into the Enzymatic Machinery of Coffee Aroma","volume":"89","author":"Lonzarich","year":"2013","journal-title":"Phytochemistry"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Marie, L., Breitler, J.-C., Bamogo, P.K.A., Bordeaux, M., Lacombe, S., Rios, M., Lebrun, M., Boulanger, R., Lefort, E., and Nakamura, S. (2024). Combined Sensory, Volatilome and Transcriptome Analyses Identify a Limonene Terpene Synthase as a Major Contributor to the Characteristic Aroma of a Coffea arabica L. Specialty Coffee. BMC Plant Biol., 24.","DOI":"10.1186\/s12870-024-04890-3"},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Martinez, S.J., Bressani, A.P.P., Dias, D.R., Sim\u00e3o, J.B.P., and Schwan, R.F. (2019). Effect of Bacterial and Yeast Starters on the Formation of Volatile and Organic Acid Compounds in Coffee Beans and Selection of Flavors Markers Precursors During Wet Fermentation. Front. Microbiol., 10.","DOI":"10.3389\/fmicb.2019.01287"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"2125","DOI":"10.1007\/s00217-022-04035-6","article-title":"Glycosidically Bound Volatile Profiles of Green and Roasted Coffee Beans and Aromatic Potential of the Spent Coffee Ground","volume":"248","author":"Haure","year":"2022","journal-title":"Eur. Food Res. Technol."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.fshw.2015.04.001","article-title":"Tea Aroma Formation","volume":"4","author":"Ho","year":"2015","journal-title":"Food Sci. Human Wellness"},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Vezzulli, F., Lambri, M., and Bertuzzi, T. (2023). Volatile Compounds in Green and Roasted Arabica Specialty Coffee: Discrimination of Origins, Post-Harvesting Processes, and Roasting Level. Foods, 12.","DOI":"10.3390\/foods12030489"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"128008","DOI":"10.1016\/j.foodchem.2020.128008","article-title":"Furfuryl Alcohol Is a Precursor for Furfurylthiol in Coffee","volume":"337","author":"Cerny","year":"2021","journal-title":"Food Chem."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"133749","DOI":"10.1016\/j.foodchem.2022.133749","article-title":"Interactive Effect of Post-Harvest Processing Method, Roasting Degree, and Brewing Method on Coffee Metabolite Profiles","volume":"397","author":"Kim","year":"2022","journal-title":"Food Chem."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"128304","DOI":"10.1016\/j.foodchem.2020.128304","article-title":"Impacts of Quaker Beans over Sensory Characteristics and Volatile Composition of Specialty Natural Coffees","volume":"342","author":"Rabelo","year":"2021","journal-title":"Food Chem."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"109546","DOI":"10.1016\/j.foodres.2020.109546","article-title":"Effect of Roasting Speed on the Volatile Composition of Coffees with Different Cup Quality","volume":"137","author":"Toci","year":"2020","journal-title":"Food Res. Int."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1","DOI":"10.38141\/10779\/0536","article-title":"Mediverdes\u00ae: Un M\u00e9todo Para Medir La Calidad de La Recolecci\u00f3n Del Caf\u00e9 En El Campo","volume":"536","author":"Guerrero","year":"2022","journal-title":"AVT"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"e20220277","DOI":"10.1590\/1678-992x-2022-0277","article-title":"Agronomic Practices toward Coffee Sustainability. A Review","volume":"81","author":"Martinez","year":"2024","journal-title":"Sci. Agric."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1007\/s11119-020-09751-1","article-title":"Methodology for Selective Coffee Harvesting in Management Zones of Yield and Maturation","volume":"22","author":"Kazama","year":"2021","journal-title":"Precis. Agric."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"111852","DOI":"10.1016\/j.postharvbio.2022.111852","article-title":"Impact of Post-Harvest Treatments on Physicochemical and Sensory Characteristics of Coffee Beans in Huila, Colombia","volume":"187","author":"Gentile","year":"2022","journal-title":"Postharvest Biol. Technol."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.ejbt.2024.04.001","article-title":"Impact of Immature Coffee Fruits and Water Addition during Spontaneous Fermentation Process: Chemical Composition and Sensory Profile","volume":"69","author":"Ferreira","year":"2024","journal-title":"Electron. J. Biotechnol."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"102183","DOI":"10.1016\/j.jspr.2023.102183","article-title":"Effect of Storage Conditions on the Chemical and Sensory Quality of Pulped Natural Coffee","volume":"104","author":"Matias","year":"2023","journal-title":"J. Stored Prod. Res."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"138608","DOI":"10.1016\/j.foodchem.2024.138608","article-title":"Fermentation of Coffee Fruit with Sequential Inoculation of Lactiplantibacillus plantarum and Saccharomyces cerevisiae: Effects on Volatile Composition and Sensory Characteristics","volume":"444","author":"Rabelo","year":"2024","journal-title":"Food Chem."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"4665","DOI":"10.1021\/acs.jafc.2c08263","article-title":"Unlocking the Aromatic Potential of Native Coffee Yeasts: From Isolation to a Biovolatile Platform","volume":"71","author":"Zhang","year":"2023","journal-title":"J. Agric. Food Chem."},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Dippong, T., Dan, M., Kovacs, M.H., Kovacs, E.D., Levei, E.A., and Cadar, O. (2022). Analysis of Volatile Compounds, Composition, and Thermal Behavior of Coffee Beans According to Variety and Roasting Intensity. Foods, 11.","DOI":"10.3390\/foods11193146"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"2849","DOI":"10.1002\/jsfa.8114","article-title":"Influence of Growing Altitude, Shade and Harvest Period on Quality and Biochemical Composition of Ethiopian Specialty Coffee","volume":"97","author":"Tolessa","year":"2017","journal-title":"J. Sci. Food Agric."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"109714","DOI":"10.1016\/j.foodcont.2023.109714","article-title":"Impact of Coffee Species, Post-Harvesting Treatments and Roasting Conditions on Coffee Quality and Safety Related Compounds","volume":"149","author":"Acquaticci","year":"2023","journal-title":"Food Control"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"105415","DOI":"10.1016\/j.compag.2020.105415","article-title":"Dynamic Behavior of Coffee Tree Branches during Mechanical Harvest","volume":"173","author":"Silva","year":"2020","journal-title":"Comput. Electron. Agric."},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Yu, Y., Cao, Y., Lai, Q., Zhao, Q., Sun, Z., Zhou, S., and Song, D. (2023). Design and Operation Parameters of Vibrating Harvester for Coffea arabica L. Agriculture, 13.","DOI":"10.3390\/agriculture13030700"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"7138","DOI":"10.1021\/jf800999a","article-title":"Roasting Effects on Formation Mechanisms of Coffee Brew Melanoidins","volume":"56","author":"Bekedam","year":"2008","journal-title":"J. Agric. Food Chem."},{"key":"ref_53","doi-asserted-by":"crossref","unstructured":"Zakidou, P., Plati, F., Matsakidou, A., Varka, E.-M., Blekas, G., and Paraskevopoulou, A. (2021). Single Origin Coffee Aroma: From Optimized Flavor Protocols and Coffee Customization to Instrumental Volatile Characterization and Chemometrics. Molecules, 26.","DOI":"10.3390\/molecules26154609"},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"113189","DOI":"10.1016\/j.foodres.2023.113189","article-title":"Use of Microencapsulated Starter Cultures by Spray Drying in Coffee under Self-Induced Anaerobiosis Fermentation (SIAF)","volume":"172","author":"Martins","year":"2023","journal-title":"Food Res. Int."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1590\/1983-21252016v29n319rc","article-title":"Mechanical Harvesting of Coffee in High Slope","volume":"29","author":"Santinato","year":"2016","journal-title":"Rev. Caatinga"},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"102218","DOI":"10.1016\/j.fbio.2022.102218","article-title":"Influence of Anaerobic Fermentation and Yeast Inoculation on the Viability, Chemical Composition, and Quality of Coffee","volume":"51","author":"Jimenez","year":"2023","journal-title":"Food Biosci."},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Lee, B.-H., Huang, C.-H., Liu, T.-Y., Liou, J.-S., Hou, C.-Y., and Hsu, W.-H. (2023). Microbial Diversity of Anaerobic-Fermented Coffee and Potential for Inhibiting Ochratoxin-Produced Aspergillus Niger. Foods, 12.","DOI":"10.3390\/foods12152967"},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"100253","DOI":"10.1016\/j.afres.2022.100253","article-title":"Coffee Fermentation: Expedition from Traditional to Controlled Process and Perspectives for Industrialization","volume":"3","author":"Elhalis","year":"2023","journal-title":"Appl. Food Res."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"114245","DOI":"10.1016\/j.lwt.2022.114245","article-title":"Effect of Method of Processing Specialty Coffee Beans (Natural, Washed, Honey, Fermentation, Maceration) on Bioactive and Volatile Compounds","volume":"172","author":"Tauchen","year":"2022","journal-title":"LWT"},{"key":"ref_60","doi-asserted-by":"crossref","unstructured":"Elhalis, H., Cox, J., Frank, D., and Zhao, J. (2021). Microbiological and Chemical Characteristics of Wet Coffee Fermentation Inoculated With Hansinaspora uvarum and Pichia kudriavzevii and Their Impact on Coffee Sensory Quality. Front. Microbiol., 12.","DOI":"10.3389\/fmicb.2021.713969"},{"key":"ref_61","doi-asserted-by":"crossref","unstructured":"Shen, X., Wang, Q., Wang, H., Fang, G., Li, Y., Zhang, J., and Liu, K. (2024). Microbial Characteristics and Functions in Coffee Fermentation: A Review. Fermentation, 11.","DOI":"10.3390\/fermentation11010005"},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Abreu, D.J.M.d., Nadaleti, D.H.S., Andrade, R.P., Santos, T.L.d., Tavares, D.G., Botelho, C.E., Resende, M.L.V.d., and Duarte, W.F. (2025). Kluyveromyces lactis and Saccharomyces cerevisiae for Fermentation of Four Different Coffee Varieties. Foods, 14.","DOI":"10.3390\/foods14010111"},{"key":"ref_63","doi-asserted-by":"crossref","unstructured":"Han, D., Yang, Y., Guo, Z., Dai, S., Jiang, M., Zhu, Y., Wang, Y., Yu, Z., Wang, K., and Rong, C. (2024). A Review on the Interaction of Acetic Acid Bacteria and Microbes in Food Fermentation: A Microbial Ecology Perspective. Foods, 13.","DOI":"10.3390\/foods13162534"},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"116860","DOI":"10.1016\/j.lwt.2024.116860","article-title":"Influence of Native Coffee Yeast Fermentation on Phenolic Content, Organic Acids, and Volatile Compounds in Cascara","volume":"210","author":"Qin","year":"2024","journal-title":"LWT"},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"136332","DOI":"10.1016\/j.foodchem.2023.136332","article-title":"Comparative Studies of Fermented Coffee Fruits Post-Treatments on Chemical and Sensory Properties of Roasted Beans in Yunnan, China","volume":"423","author":"Wang","year":"2023","journal-title":"Food Chem."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"100388","DOI":"10.1016\/j.foohum.2024.100388","article-title":"Evaluation of Physicochemical Properties, Bioactive Compounds, and Antioxidant Activity in Traditional and Decaffeinated Coffee Blends from the Cerrado Mineiro Region in Brazil","volume":"3","author":"Costa","year":"2024","journal-title":"Food Humanit."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"113632","DOI":"10.1016\/j.foodres.2023.113632","article-title":"Natural Fermentation with Delayed Inoculation of the Yeast Torulaspora delbrueckii: Impact on the Chemical Composition and Sensory Profile of Natural Coffee","volume":"174","author":"Rocha","year":"2023","journal-title":"Food Res. Int."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"113800","DOI":"10.1016\/j.foodres.2023.113800","article-title":"Evaluation of Spontaneous Fermentation Impact on the Physicochemical Properties and Sensory Profile of Green and Roasted Arabica Coffee by Digital Technologies","volume":"176","author":"Wu","year":"2024","journal-title":"Food Res. Int."},{"key":"ref_69","doi-asserted-by":"crossref","unstructured":"Tan, Y., Wu, H., Shi, L., Barrow, C., Dunshea, F.R., and Suleria, H.A.R. (2023). Impacts of Fermentation on the Phenolic Composition, Antioxidant Potential, and Volatile Compounds Profile of Commercially Roasted Coffee Beans. Fermentation, 9.","DOI":"10.3390\/fermentation9100918"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"103149","DOI":"10.1016\/j.fochx.2025.103149","article-title":"Dynamic Changes of Volatile Compounds during Coffee-Grounds Beer Fermentation with Different Yeast Strains: An Integrated HS-SPME-GC\/MS, Electronic Tongue and Electronic Nose Analysis","volume":"31","author":"Yang","year":"2025","journal-title":"Food Chem. X"},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/j.foodres.2013.06.006","article-title":"Roasting Process Affects Differently the Bioactive Compounds and the Antioxidant Activity of Arabica and Robusta Coffees","volume":"61","author":"Vignoli","year":"2014","journal-title":"Food Res. Int."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"101373","DOI":"10.1016\/j.fbio.2021.101373","article-title":"Effect of Processing on Bioaccessibility and Bioavailability of Bioactive Compounds in Coffee Beans","volume":"46","author":"Wu","year":"2022","journal-title":"Food Biosci."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"e19580","DOI":"10.1016\/j.heliyon.2023.e19580","article-title":"Impact of Different Roasting Conditions on the Chemical Composition, Antioxidant Activities, and Color of Coffea canephora and Coffea arabica L. Samples","volume":"9","author":"Freitas","year":"2023","journal-title":"Heliyon"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"3133","DOI":"10.1016\/j.sjbs.2022.03.025","article-title":"A Study of Chemical Composition, Antioxidants, and Volatile Compounds in Roasted Arabic Coffee","volume":"29","author":"Alamri","year":"2022","journal-title":"Saudi J. Biol. Sci."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.foodres.2014.03.045","article-title":"Contribution of Volatile Compounds to the Antioxidant Capacity of Coffee","volume":"61","author":"Ludwig","year":"2014","journal-title":"Food Res. Int."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"144079","DOI":"10.1016\/j.foodchem.2025.144079","article-title":"Characterization and Discrimination of Volatile Compounds in Roasted Arabica Coffee Beans from Different Origins by Combining GC-TOFMS, GC-IMS, and GC-E-Nose","volume":"481","author":"Shi","year":"2025","journal-title":"Food Chem."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"739","DOI":"10.1002\/rcm.8095","article-title":"Quantification of Volatile Compounds Released by Roasted Coffee by Selected Ion Flow Tube Mass Spectrometry","volume":"32","author":"Dryahina","year":"2018","journal-title":"Rapid Comm. Mass. Spectrom."},{"key":"ref_78","doi-asserted-by":"crossref","unstructured":"Heo, J., Adhikari, K., Choi, K.S., and Lee, J. (2020). Analysis of Caffeine, Chlorogenic Acid, Trigonelline, and Volatile Compounds in Cold Brew Coffee Using High-Performance Liquid Chromatography and Solid-Phase Microextraction\u2014Gas Chromatography-Mass Spectrometry. Foods, 9.","DOI":"10.3390\/foods9121746"},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"113791","DOI":"10.1016\/j.foodres.2023.113791","article-title":"Influence of Maturation and Roasting on the Quality and Chemical Composition of New Conilon Coffee Cultivar by Chemometrics","volume":"176","author":"Fronza","year":"2024","journal-title":"Food Res. Int."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.ifset.2017.07.009","article-title":"Effect of Reversed Coffee Grinding and Roasting Process on Physicochemical Properties Including Volatile Compound Profiles","volume":"44","author":"Lee","year":"2017","journal-title":"Innov. Food Sci. Emerg. Technol."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"109014","DOI":"10.1016\/j.foodcont.2022.109014","article-title":"Fan Assisted Extraction and HPLC-DAD-MS\/MS Identification of Volatile Carbonyl Compounds as Chemical Descriptors of Healthy and Defective Roasted Coffee Beans","volume":"138","author":"Teixeira","year":"2022","journal-title":"Food Control"},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"112700","DOI":"10.1016\/j.foodres.2023.112700","article-title":"Exploring Correlations between Green Coffee Bean Components and Thermal contaminants in Roasted Coffee Beans","volume":"167","author":"Dong","year":"2023","journal-title":"Food Res. Int."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"e05508","DOI":"10.1016\/j.heliyon.2020.e05508","article-title":"Thermostability of Bioactive Compounds during Roasting Process of Coffee Beans","volume":"6","author":"Mehaya","year":"2020","journal-title":"Heliyon"},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"6120","DOI":"10.1002\/fsn3.1904","article-title":"Effects of Coffee Roasting Technologies on Cup Quality and Bioactive Compounds of Specialty Coffee Beans","volume":"8","author":"Bolka","year":"2020","journal-title":"Food Sci. Nutr."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1080\/03601234.2020.1724660","article-title":"The Effect of Roasting on the Total Polyphenols and Antioxidant Activity of Coffee","volume":"55","author":"Belej","year":"2020","journal-title":"J. Environ. Sci. Health Part B"},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"409","DOI":"10.17306\/J.AFS.2016.4.39","article-title":"Effect of Roasting Degree on the Antioxidant Activity of Different Arabica Coffee Quality Classes","volume":"15","year":"2016","journal-title":"Acta Sci. Pol. Technol. Aliment."},{"key":"ref_87","first-page":"31","article-title":"Efecto de La Tosti\u00f3n Del Caf\u00e9 (Coffea arabica L. Var. Castillo) Sobre El Perfil de Taza, Contenido de Compuestos Antioxidantes y La Actividad Antioxidante","volume":"29","author":"Ormaza","year":"2018","journal-title":"Inf. Technol."},{"key":"ref_88","doi-asserted-by":"crossref","unstructured":"Herdt, D., Teumer, T., Keck, S.P., Kunz, T., Schiwek, V., K\u00fchnemuth, S., Methner, F.-J., and R\u00e4dle, M. (2024). Quantitative Analysis of Chlorogenic Acid during Coffee Roasting via Raman Spectroscopy. Chemosensors, 12.","DOI":"10.3390\/chemosensors12060106"},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"12123","DOI":"10.1021\/jf403846g","article-title":"Quantitative Studies on Roast Kinetics for Bioactives in Coffee","volume":"61","author":"Lang","year":"2013","journal-title":"J. Agric. Food Chem."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"1125","DOI":"10.1111\/1750-3841.14102","article-title":"The Impact of the Roast Levels of Coffee Extracts on Their Potential Anticancer Activities","volume":"83","author":"Mojica","year":"2018","journal-title":"J. Food Sci."},{"key":"ref_91","unstructured":"Ilze, L., and Kruma, Z. (2019, January 2\u20133). Influence of the Roasting Process on Bioactive Compounds and Aroma Profile in Specialty Coffee: A Review. Proceedings of the 13th Baltic Conference on Food Science and Technology, Jelgava, Latvia."},{"key":"ref_92","first-page":"20","article-title":"Cafe\u00edna, compuestos fen\u00f3licos y actividad antioxidante en granos de caf\u00e9 org\u00e1nico (Coffea arabica, var. Caturra) sometidos a tres tiempos de tostado, Nirgua, estado Yaracuy, Venezuela","volume":"34","year":"2022","journal-title":"Saber"},{"key":"ref_93","first-page":"139","article-title":"The Effect of Roasting Degrees on Bioactive Compounds Levels in Coffea Arabica and Their Associations with Glycated Hemoglobin Levels and Kidney Function in Diabetic Rats","volume":"14","author":"Tamimi","year":"2024","journal-title":"J. Appl. Pharm. Sci."},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"115338","DOI":"10.1016\/j.lwt.2023.115338","article-title":"Effects of Chlorogenic Acid on the Formations of Furan, Acrylamide, \u03b1-Dicarbonyls and Volatile Compounds in Canned Coffee Model Systems","volume":"188","author":"Park","year":"2023","journal-title":"LWT"},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1016\/j.foodres.2014.07.044","article-title":"Determination of Volatile Thiols in Roasted Coffee by Derivatization and Liquid Chromatography\u2013High Resolution Mass Spectrometric Analysis","volume":"64","author":"Vichi","year":"2014","journal-title":"Food Res. Int."},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"126754","DOI":"10.1016\/j.foodchem.2020.126754","article-title":"Enhancement of Coffee Brew Aroma through Control of the Aroma Staling Pathway of 2-Furfurylthiol","volume":"322","author":"Sun","year":"2020","journal-title":"Food Chem."},{"key":"ref_97","doi-asserted-by":"crossref","unstructured":"Marek, G., Dobrza\u0144ski, B., Oniszczuk, T., Combrzy\u0144ski, M., \u0106wik\u0142a, D., and Rusinek, R. (2020). Detection and Differentiation of Volatile Compound Profiles in Roasted Coffee Arabica Beans from Different Countries Using an Electronic Nose and GC-MS. Sensors, 20.","DOI":"10.3390\/s20072124"},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"100294","DOI":"10.1016\/j.fochx.2022.100294","article-title":"Comprehensive Analysis of Quality Characteristics in Main Commercial Coffee Varieties and Wild Arabica in Kenya","volume":"14","author":"Ogutu","year":"2022","journal-title":"Food Chem. X"},{"key":"ref_99","doi-asserted-by":"crossref","unstructured":"Mestanza, M., Mori-Culqui, P.L., and Chavez, S.G. (2023). Changes of Polyphenols and Antioxidants of Arabica Coffee Varieties during Roasting. Front. Nutr., 10.","DOI":"10.3389\/fnut.2023.1078701"},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"103395","DOI":"10.1016\/j.fbio.2023.103395","article-title":"HS-SPME-GC-MS Combined with Metabolomic Approach to Discriminate volatile Compounds of Brazilian Coffee from Different Geographic Origins","volume":"56","author":"Sanson","year":"2023","journal-title":"Food Biosci."},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1007\/s12161-025-02957-x","article-title":"Development of an Integrated HS-SPME\/GC\u2013MS and a Chemometric Method for the Classification of Specialty Arabica Coffee Beans","volume":"19","author":"Giannetti","year":"2026","journal-title":"Food Anal. Methods"},{"key":"ref_102","doi-asserted-by":"crossref","first-page":"132971","DOI":"10.1016\/j.foodchem.2022.132971","article-title":"Recent Advances in Analytical Strategies for Coffee Volatile Studies: Opportunities and Challenges","volume":"388","author":"Pua","year":"2022","journal-title":"Food Chem."},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"2511","DOI":"10.1007\/s00216-022-04457-x","article-title":"Unraveling the Impact of the Capsule Material on the Aroma of Brewed Coffee by Headspace Analysis Using a HiSorb Probe Followed by Reverse Fill\/Flush Flow Modulation GC\u00d7GC-MS","volume":"415","author":"Eggermont","year":"2023","journal-title":"Anal. Bioanal. Chem."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"2591","DOI":"10.1007\/s00217-022-04072-1","article-title":"Development and Evaluation of an Automated Solvent-Assisted Flavour Evaporation (aSAFE)","volume":"248","author":"Schlumpberger","year":"2022","journal-title":"Eur. Food Res. Technol."},{"key":"ref_105","doi-asserted-by":"crossref","unstructured":"Berger, R.G. (2007). Gas Chromatography\u2014Olfactometry of Aroma Compounds. Flavours and Fragrances, Springer.","DOI":"10.1007\/978-3-540-49339-6"},{"key":"ref_106","doi-asserted-by":"crossref","first-page":"104207","DOI":"10.1016\/j.fbio.2024.104207","article-title":"Characterisation of Differential Aroma Markers in Roasted Coffee Powder Samples by GC\u00d7GC- TOF- MS and Multivariate Statistical Analysis","volume":"59","author":"Cai","year":"2024","journal-title":"Food Biosci."},{"key":"ref_107","doi-asserted-by":"crossref","unstructured":"Fang, X., Chen, Y., Gao, J., Run, Z., Chen, H., Shi, R., Li, Y., Zhang, H., and Liu, Y. (2023). Application of GC\u2013TOF\/MS and GC\u00d7GC\u2013TOF\/MS to Discriminate Coffee Products in Three States (Bean, Powder, and Brew). Foods, 12.","DOI":"10.3390\/foods12163123"},{"key":"ref_108","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1016\/j.ijms.2016.02.015","article-title":"Extraction Kinetics of Coffee Aroma Compounds Using a Semi-Automatic Machine: On-Line Analysis by PTR-ToF-MS","volume":"401","author":"Wellinger","year":"2016","journal-title":"Int. J. Mass Spectrom."},{"key":"ref_109","doi-asserted-by":"crossref","first-page":"2531","DOI":"10.1007\/s00216-011-5401-9","article-title":"Online Monitoring of Coffee Roasting by Proton Transfer Reaction Time-of-Flight Mass Spectrometry (PTR-ToF-MS): Towards a Real-Time Process Control for a Consistent Roast Profile","volume":"402","author":"Wieland","year":"2012","journal-title":"Anal. Bioanal. Chem."},{"key":"ref_110","first-page":"e20240083","article-title":"Influence of Fermentation Time and Inoculation of Starter Culture on the Chemical Composition of Fermented Natural Coffee Followed by Depulping","volume":"96","author":"Salvio","year":"2024","journal-title":"An. Acad. Bras. Cienc."},{"key":"ref_111","doi-asserted-by":"crossref","unstructured":"Shen, X., Wang, Q., Zheng, T., Yuan, B., Yin, Z., Liu, K., and Yuan, W. (2024). Effect of Fermentation Duration on the Chemical Compounds of Coffea Arabica from Ultra Performance Liquid Chromatography\u2013Triple Quadrupole Mass Spectrometry and Gas Chromatography\u2013Mass Spectrometry Analysis During the Washed Processing. Fermentation, 10.","DOI":"10.3390\/fermentation10110560"},{"key":"ref_112","first-page":"100365","article-title":"Review on Food Quality Assessment Using Machine Learning and Electronic Nose System","volume":"14","author":"Anwar","year":"2023","journal-title":"Biosens. Bioelectron. X"},{"key":"ref_113","doi-asserted-by":"crossref","unstructured":"Gonzalez Viejo, C., Tongson, E., and Fuentes, S. (2021). Integrating a Low-Cost Electronic Nose and Machine Learning Modelling to Assess Coffee Aroma Profile and Intensity. Sensors, 21.","DOI":"10.3390\/s21062016"},{"key":"ref_114","doi-asserted-by":"crossref","first-page":"2137","DOI":"10.1007\/s00217-023-04281-2","article-title":"Predicting Indonesian Coffee Origins Using Untargeted SPME\u2212GCMS\u2014Based Volatile Compounds Fingerprinting and Machine Learning Approaches","volume":"249","author":"Aurum","year":"2023","journal-title":"Eur. Food Res. Technol."},{"key":"ref_115","doi-asserted-by":"crossref","first-page":"113771","DOI":"10.1016\/j.microc.2025.113771","article-title":"SPME-GC\u2013MS and Chemometrics for Coffee Characterization, Classification and Authentication","volume":"213","author":"Moret","year":"2025","journal-title":"Microchem. J."},{"key":"ref_116","doi-asserted-by":"crossref","first-page":"8002","DOI":"10.1007\/s11694-024-02782-6","article-title":"Recent Progress in Food Quality Control through Flavor Analysis Using Gas Chromatography\u2013Ion Mobility Spectrometry","volume":"18","author":"Lv","year":"2024","journal-title":"Food Meas."},{"key":"ref_117","doi-asserted-by":"crossref","first-page":"461937","DOI":"10.1016\/j.chroma.2021.461937","article-title":"Usage Considerations for Headspace-Gas Chromatography-Ion Mobility Spectrometry as a Suitable Technique for Qualitative Analysis in a Routine Lab","volume":"1640","author":"Saavedra","year":"2021","journal-title":"J. Chromatogr. A"},{"key":"ref_118","doi-asserted-by":"crossref","first-page":"340039","DOI":"10.1016\/j.aca.2022.340039","article-title":"Insights of Ion Mobility Spectrometry and Its Application on Food Safety and Authenticity: A Review","volume":"1222","author":"Blokland","year":"2022","journal-title":"Anal. Chim. Acta"},{"key":"ref_119","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/s00217-023-04381-z","article-title":"Electronic Nose and Its Application in the Food Industry: A Review","volume":"250","author":"Wang","year":"2024","journal-title":"Eur. Food Res. Technol."},{"key":"ref_120","doi-asserted-by":"crossref","unstructured":"Rudnitskaya, A. (2018). Calibration Update and Drift Correction for Electronic Noses and Tongues. Front. Chem., 6.","DOI":"10.3389\/fchem.2018.00433"},{"key":"ref_121","doi-asserted-by":"crossref","first-page":"e2022077","DOI":"10.1590\/1981-6723.07722","article-title":"Variability of Volatile Compound Profiles during Two Coffee Fermentation Times in Northern Peru Using SPME-GC\/MS","volume":"26","author":"Perez","year":"2023","journal-title":"Braz. J. Food Technol."},{"key":"ref_122","doi-asserted-by":"crossref","first-page":"115717","DOI":"10.1016\/j.lwt.2023.115717","article-title":"Characterization of the Volatile flavour Compounds in Yunnan Arabica Coffee Prepared by Different Primary Processing Methods Using HS-SPME\/GC-MS and HS-GC-IMS","volume":"192","author":"Zhai","year":"2024","journal-title":"LWT"}],"container-title":["Molecules"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1420-3049\/31\/5\/853\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T16:23:12Z","timestamp":1772641392000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1420-3049\/31\/5\/853"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,4]]},"references-count":122,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2026,3]]}},"alternative-id":["molecules31050853"],"URL":"https:\/\/doi.org\/10.3390\/molecules31050853","relation":{},"ISSN":["1420-3049"],"issn-type":[{"value":"1420-3049","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,3,4]]}}}