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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.

44,648
Papers indexed
959
Ingredients cited ⓘ
5,240
Compounds indexed
627,022
Paper–ingredient links
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1,523 results for "linalool" · Clear filters
2026 gc ms

Zanthoxylum armatum Essential Oil Attenuates MPP<sup>+</sup>-Induced Overexpression of Serine Palmitoyltransferase and Neurotoxicity in SH-SY5Y Cell Culture Model of Parkinson's Disease: Evidence From In Vitro and In Silico Studies.

Parkinson's disease (PD) is characterized by advanced neuronal degeneration, mitochondrial impairment, and aberrant lipid metabolism. Emerging evidence suggests that dysregulated s... Read full abstract on PubMed →

2026 gc ms

Characterisation of volatile compounds and antioxidant properties of Astragalus glycyphyllos leaves and roots extracts isolated by consecutive extraction with supercritical CO<sub>2</sub> and increasing polarity pressurised liquids.

Dried Astragalus glycyphylos L roots and areal parts (leaves, collected at different vegetation phases) were successively extracted with supercritical carbon dioxide (SFE-CO<sub>2<... Read full abstract on PubMed →

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.