Tier 3 — preclinical

Important bioactives carnitine and betaine in milk and dairy products: a systematic review based on text mining and topic analysis

Lucia Trapanese, Angela Salzano, Nunzio Antonio Cacciola, Gianluca Neglia, Giovanna Bifulco, Marialuisa Balestrieri, Michael J D Occhio, Giuseppe Campanile
Food science of animal resources 2026 46(1):108

Bibliography

PubMed
PMID 42821148
PubMed Central
PMC13631165
Funding
Reported funding/support: https://doi.org/10.13039/501100003407Ministero dell’Istruzione, dell’Università e della Ricerca2022KH87XSSalzanoAngela Ministero dello Sviluppo EconomicoF/310110/04/X56CampanileGiuseppe
Competing interests
Reported disclosure: Declarations. Competing interests: The authors declare no competing interests.

Study snapshot

DesignSystematic bibliometric review
ModelBibliometric review of human and animal nutrition
Sample179 selected publications from 1965 retrieved records
InterventionCarnitine and betaine research in milk and dairy
DurationSearch literature from 1970 through 2024
EndpointsResearch themes; Dairy composition; Nutrition context

What the study showed, in plain terms

Published in 2026, this source examined food sources, absorption and nutrient metabolism. Design: Systematic bibliometric review. Sample/model: 179 selected publications from 1965 retrieved records. The exposure or intervention was Carnitine and betaine research in milk and dairy. Follow-up or treatment period: Search literature from 1970 through 2024.

The analysis mapped research on ruminant metabolism, infant nutrition and proposed adult-health applications.

Text-mining and topic frequency do not establish clinical efficacy; animal dairy-production studies are mixed with human nutrition literature.

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Continue with Foods High in Betaine: TMG Amounts and Practical Portions

Key findings

  • The analysis mapped research on ruminant metabolism, infant nutrition and proposed adult-health applications.
  • The recorded outcome domains were Research themes; Dairy composition; Nutrition context.
  • The result applies to the tested exposure: Carnitine and betaine research in milk and dairy; Search literature from 1970 through 2024.

What this study can and cannot tell us

  • Text-mining and topic frequency do not establish clinical efficacy; animal dairy-production studies are mixed with human nutrition literature.
  • Cell concentrations, species, disease models and experimental routes cannot be converted directly into an effective or safe oral human regimen.
  • Source basis: Accessible full-text extract plus indexed bibliographic data. Missing method details, funding information or participant denominators are not inferred.

Editorial review

Reviewed by the Biohack Blueprint research team

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