Evidence map›Paper›PMID 40715427›Full record

ArticleScientific reports2025

Stress detection/assement in dairy cows by the determination of cortisol in hair by near-infrared (NIR), mid-infrared (MIR) and Raman spectroscopy.

Octave S Christophe, Clément Grelet, Huzaïfa Simon, Julie Leblois, Vincent Baeten, Frédéric Dehareng

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Octave S ChristopheWalloon Agricultural Research Center (CRA-W), Chaussée de Namur, 24, 5030, Gembloux, Belgium. o.christophe@cra.wallonie.be.
Clément GreletWalloon Agricultural Research Center (CRA-W), Chaussée de Namur, 24, 5030, Gembloux, Belgium.
Huzaïfa SimonWalloon Agricultural Research Center (CRA-W), Chaussée de Namur, 24, 5030, Gembloux, Belgium.
Julie LebloisElevéo asbl, AWE groupe, rue des Champs Elysées, 4, 5590, Ciney, Belgium.
Vincent BaetenWalloon Agricultural Research Center (CRA-W), Chaussée de Namur, 24, 5030, Gembloux, Belgium.
Frédéric DeharengWalloon Agricultural Research Center (CRA-W), Chaussée de Namur, 24, 5030, Gembloux, Belgium.

Funding

Interreg North-West Europe NWE730
6 · The paper itself

Abstract

Chronic stress in dairy cows could adversely affect their emotional well-being, immune function, reproductive capability and milk yield. Effective measurement and assessment of chronic stress in herds is crucial for maintaining welfare and addressing issues. Hair cortisol concentration is a promising biomarker of chronic stress that is typically measured using enzyme linked immunosorbent assay (ELISA), which is reliable but costly and time-consuming. This study explores the potential of three vibrational spectroscopic techniques near-infrared (NIR), mid-infrared (MIR), and Raman spectroscopy to predict cortisol content in dairy cow hair samples as a more efficient alternative. 134 hair samples from 30 cows were analysed using bench-top spectrometers to obtain NIR, MIR and Raman spectra. Hair cortisol levels, determined by ELISA, ranged from 8.3 to 91.5 pg/mg, with an average of 27.1 pg/mg. The partial least squares (PLS) model yielded R

Indexed as

HairHydrocortisoneSpectrum Analysis, RamanStress, PhysiologicalAnimalsBiomarkersCattleDairyingFemaleSpectroscopy, Near-InfraredBiomarkersHydrocortisone

Identifiers

PMID40715427
PMCPMC12297377

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.