Evidence map›Paper›PMID 41227399›Full record

ArticleAnimals : an open access journal from MDPI2025

Herd-Level Prevalence of High Fat-to-Protein Ratio and Associated Factors During Early Lactation in Irish Spring-Calving Dairy Herds.

Raffaela Marian, Conor G McAloon, Emmet T Kelly, Catherine I McAloon, Finbar J Mulligan, Luke O'Grady, Marijke Beltman, Eoin G Ryan

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Raffaela MarianSection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0009-0009-4620-4766
Conor G McAloonCentre for Veterinary Epidemiology and Risk Analysis, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0002-4984-4031
Emmet T KellySection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0001-5145-860X
Catherine I McAloonSection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0002-9773-067X
Finbar J MulliganSection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0002-1787-0788
Luke O'GradySection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0003-0035-8259
Marijke BeltmanSection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0002-1598-4845
Eoin G RyanSection of Herd Health and Animal Husbandry, School of Veterinary Medicine, University College Dublin, Belfield, D04 W6F6 Dublin 4, Ireland.ORCID 0000-0003-0694-6086

Funding

University College Dublin 82808-NP
6 · The paper itself

Abstract

High fat-to-protein ratio (FPR) has been used as a proxy measure for negative energy balance (NEB) in dairy herds. This study describes herd-level prevalence of high FPR during early lactation in Irish spring-calving dairy herds and associated risk factors. A retrospective observational study was conducted using 10 years (2014-2023) of national milk recording data from 11,051 unique herds. Median herd-level prevalence of high FPR (>1.4) <30 days in milk (DIM) had a 10-year mean of 14.57% (annual median ranged from 10.81 to 20%), decreasing to 8.10% (annual median ranged from 6.09 to 12.90%) from ≥30 to <60 DIM, with annual variation noted. Multivariable binomial mixed-effects regression models identified factors associated with an increased herd-level prevalence of high FPR including, in the <30 DIM model, months of February and March; genetic predicted transmitting ability (PTA) for Fat kg and an increase in herd percentage of primiparous cows by 10%. In the ≥30 to <60 DIM model, the month of February, a 10% increase in herd percentage of primiparous cows, a 10% increase in herd percentage of parity 4+ cows, and genetic PTA for Fat kg, were associated with increased herd-level prevalence of high FPR. In both models, higher-yielding herds were associated with reduced odds of increased herd-level prevalence of high FPR. These findings suggest that the greatest risk period for high herd-level prevalence of FPR in this system occurs during the spring housing period and shortly after turnout to grass. Higher-yielding herds appeared to have lower risk of NEB and genetic selection for milk Fat kg had an influence on herd-level prevalence of high FPR.

Indexed as

fat-to-protein rationegative energy balanceseasonal calving system

Identifiers

PMID41227399
PMCPMC12607304

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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.