An ingredient co-occurrence network gives insight into e-liquid flavor complexity

Jeroen L A Pennings1, Ina M Hellmich1,2, Sanne Boesveldt2

  • 1Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands.

Tobacco Induced Diseases
|January 11, 2024
PubMed
Summary

E-liquid flavors often combine specific ingredients, with network analysis revealing distinct ingredient clusters based on chemical structure and flavor profiles. Understanding these combinations is crucial for regulating e-cigarette product appeal.

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