# Ionomic exploration of the geographical and geological origins of mountain pasture cow milks in the French Massif central

**Authors:** Camille Martin, Abdelmouhcine Gannoun, Christophe Poix, Laurent Rios, Christian Coelho

PMC · DOI: 10.1016/j.fochx.2026.103501 · Food Chemistry: X · 2026-01-05

## TL;DR

This study used ionomic profiling to determine how the geological and geographical origins of mountain pastures affect the elemental composition of cow milk in the French Massif central.

## Contribution

The study reports the first detection of Pd, Zr, and Nb in cow milk and links geological factors to milk composition via element correlations.

## Key findings

- ICP-MS identified 32 elements in milk with variability linked to geography and geology.
- Elements Pd, Zr, and Nb were detected for the first time in raw cow milk.
- Rb—Te and Sr—Pd correlations indicate geology-driven soil-to-milk transfer processes.

## Abstract

Ionomic profiling was used to characterize the multielemental composition of raw cow milk during mountain pasture in the French Massif central, and to assess its potential as an indicator of geographical and geological origin. Eighteen milk samples were analyzed by ICP-MS from farms in three mountain sectors (Sancy, Cantal, Other), located on volcanic and non-volcanic sites. Of the 61 analyzed elements, 32 were consistently quantified, several of them (Pd, Zr and Nb) being reported for the first time in milk. Multivariate statistical analyses permitted to differentiate geographical provenances and geological conditions based on specific sets of elements. Pearson correlations analyses revealed geology-driven soil-to-milk transfer processes, exemplified by the element pairs - (Rb,Te) and (Sr,Pd), underscoring the influence of terroir on milk composition. Further research should focus on the soil-plant-milk continuum to better understand these geochemical pathways and to support the concept of milk terroir for the PDO cheese sector.

Unlabelled Image

•Ionomic profiling applied to raw cow milks from French mountain pastures•ICP-MS identified 32 elements with geographic and geologic variability.•Elements (Pd, Zr, Nb) reported for the first time in raw cow milk.•Multivariate analysis confirmed the relevance of geological conditions for milk traceability.•Rb—Te and Sr—Pd revealed geology-driven soil-to-milk transfer processes.

Ionomic profiling applied to raw cow milks from French mountain pastures

ICP-MS identified 32 elements with geographic and geologic variability.

Elements (Pd, Zr, Nb) reported for the first time in raw cow milk.

Multivariate analysis confirmed the relevance of geological conditions for milk traceability.

Rb—Te and Sr—Pd revealed geology-driven soil-to-milk transfer processes.

## Linked entities

- **Chemicals:** Pd (PubChem CID 6956), Zr (PubChem CID 23995), Nb (PubChem CID 23936), Rb (PubChem CID 105153), Te (PubChem CID 5460633), Sr (PubChem CID 104798)

## Full-text entities

- **Chemicals:** Nb (MESH:D009556), Sr (MESH:D013324), Zr (MESH:D015040), Rb (MESH:D012413), Pd (MESH:D010165), Te (MESH:D013691)
- **Species:** Bos taurus (bovine, species) [taxon 9913]

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12816871/full.md

## References

46 references — full list in the complete paper: https://tomesphere.com/paper/PMC12816871/full.md

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Source: https://tomesphere.com/paper/PMC12816871