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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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2025 gc ms

Dataset on phytochemical profiling of <i>Moringa oleifera</i> leaves ethanolic extract using spectrophotometry UV-Vis, TLC, FTIR, and GCMS: Neuroregenerative potential, IC₅₀ determination, and proliferation assay evaluation.

<i>Moringa oleifera,</i> also referred to as the drumstick tree, is a rapidly growing, drought-tolerant species originally found in South Asia. It is highly regarded for its leaves... Read full abstract on PubMed →

PMID: 41334508 DOI: 10.1016/j.dib.2025.112256 Full text on PMC
2025 gc ms

&lt;i&gt;Hyssopus cuspidatus Boriss&lt;/i&gt; Volatile Extract (SXC): A Dual-Action Antioxidant and Antifungal Agent Targeting &lt;i&gt;Candida albicans&lt;/i&gt; Pathogenicity and Vulvovaginal Candidiasis via Host Oxidative Stress Modulation and Fungal Metabolic Reprogramming.

<h4>Background and purpose</h4>Vulvovaginal candidiasis (VVC), caused by <i>Candida albicans</i> (<i>C. albicans</i>), is exacerbated by oxidative stress and uncontrolled inflammat... Read full abstract on PubMed →

PMID: 41008953 DOI: 10.3390/antiox14091046 Full text on PMC

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.