Peer-Reviewed Research Database
The science behind the engine
Every compound-food link in CompKitchen comes from a peer-reviewed source. Search 38,144 flavor-relevant papers — part of a 44,648-paper indexed corpus — on aroma compounds, odor thresholds, GC-MS analyses, and sensory studies that power the pairing engine.
From the CompKitchen team
Original research
Featured
Preprint · Zenodo · CC BY 4.0
Unsupervised Recovery of Food Taxonomy from Volatile Compound Profiles: A UMAP Analysis of 450 Ingredients
Without supervision or human-coded labels, a UMAP projection of 7,464 volatile compounds across 450 ingredients reproduces conventional food categories — and surfaces cross-category molecular bridges that traditional culinary intuition misses.
Johnson, M. C. (2026). Zenodo. DOI: 10.5281/zenodo.19719459
More original analyses in queue — Rychlik integration writeup and per-compound OAV audits.
2025
gc ms
Carbonyl compounds generated through lipid peroxidation and Maillard-type reactions are relevant markers of food quality and safety due to their potential toxicity and prevalence i...
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2025
Food research international (Ottawa, Ont.)
gc ms
To explore the effect of oleic acid, linoleic acid, and linolenic acid on "glucose-glutathione" Maillard reaction initial stage and meaty flavor compounds formation pathways, gluta...
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2025
other
Cutting and steaming of purple-fleshed sweet potato (PFSP) tubers into segments improves cooking efficiency, but more contact with the air steam increases the loss of bioactive com...
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2025
Drug and chemical toxicology
other
5-hydroxymethyl-2-furfural (5-HMF) is a by-product of Maillard reaction and widely exists in food and environment, which may lead to lung cancer. However, the relevant mechanism is...
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2025
other
Aim: Baijiu adulteration has always been a hot spot of social concern, especially high-temperature Daqu Baijiu, because of its better flavor quality and high value, it faces a chal...
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2025
Food chemistry
gc ms
To ensure the aroma and flavour quality of dried herbs, it is essential to understand flavour reactions that occur during complex drying mechanisms. This study investigated aroma f...
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2025
gc ms
Caramelization is the heat-induced transformation of sugars, leading to the formation of characteristic caramel flavours and colours. Furanic compounds such as 5-hydroxymethyl-2-fu...
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2025
other
The development of plant-based meat substitutes is imperative for reducing animal fat intake and promoting dietary diversification. However, the flavor profiles of these products f...
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PMID: 39796406
DOI: 10.3390/foods14010116
Full text on PMC
2025
Food chemistry
aeda
Glutathione (GSH) is an important precursor of meat flavor. This study aimed to evaluate the effect of GSH-curing on the flavor of cooked chicken. GSH-cured chicken with different...
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2025
other
Buckwheat honey is known for its high antioxidant activity, yet the compounds responsible for this effect have not been fully identified. This study used LC-MS-based untargeted met...
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2025
Foods (Basel, Switzerland)
other
Frying food can provide an attractive flavor relatively quickly; however, it inevitably produces some safety risks during high-temperature processing, with potentially adverse huma...
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PMID: 41097482
DOI: 10.3390/foods14193313
Full text on PMC
2025
Journal of agricultural and food chemistry
other
Black garlic, a product obtained from fresh garlic (Allium sativum L.) under specific temperature and humidity conditions, has garnered significant scientific attention due to its...
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2025
Food research international (Ottawa, Ont.)
aroma analysis
Meat flavor production faces challenges of flavor instability from volatile Maillard reaction products (MRPs) and off-flavors from excessive high-temperature lipid oxidation (>140...
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2025
aroma analysis
Thermal oxidation of phospholipids and triglycerides is a major source of beef aroma compounds. In this study, phosphatidylcholine (PC) and triglyceride (TG) were isolated and puri...
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2025
aroma analysis
Fatty acids (FAs) in lipids are important precursors for the formation of meat aroma compounds. However, the specific roles of individual FAs and related reactions in beef aroma fo...
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2025
gc ms
Kokumi peptides, such as glutathione (GSH), activate the calcium-sensing receptor (CaSR) in taste buds, evoking distinct sensory attributes. Foods containing GSH-derived Maillard r...
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2025
sensory panel
Plant-based meat analogs (PBMAs) have attracted attention owing to their various advantages, however, their taste limits their application, requiring improvement of the umami and s...
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2025
aroma analysis
Enzymatic hydrolysis can enhance the flavor of aquatic products. Nevertheless, the strong fishy odor restricts its utilization in culinary applications. This study is centered on e...
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PMID: 40002004
DOI: 10.3390/foods14040560
Full text on PMC
2025
aeda
Dried sweet potato (SP) produced using the inverse steaming process gradually turns deep brown and develops a rich aroma during storage. Investigating these changes and exploring t...
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2025
gc ms
The Maillard reaction (MR) between sugars and amino acids, peptides, or proteins is understood to occur gradually during the production and aging of sparkling wines, where it contr...
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All paper metadata — titles, authors, journals, years, DOIs — is public bibliographic information. Abstract snippets shown are truncated to fewer than 200 characters and link to the original source on PubMed or the publisher. We never reproduce full text.
Sources: PubMed (US National Library of Medicine), Semantic Scholar, Europe PMC, CORE. Papers are selected by targeted search queries for each ingredient and compound in our database.