Evidence map›Paper›PMID 41307292›Full record

ArticleJournal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie2026

Genetic Parameter Estimation for Plasma Biomarkers Associated With Energy Reserves During Critical Physiological Stages in Sheep.

Agnes Nyamiel, Andres Legarra, Didier Marcon, Christian Durand, Sébastien Douls, Gaetan Bonnafe, Anne Tesnière, Eliel González-García, Dominique Hazard

Abstract read
In one paragraph

Article in Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie, 2026. 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. Genetic Parameter Estimation for Plasma Biomarkers Associated With Energy Reserves During Critical Physiological Stages in Sheep.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026
    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

9 authors.

Agnes NyamielUMR1388 GENPHYSE, Université de Toulouse, INRAE, ENVT, Castanet-Tolosan, France.ORCID https://orcid.org/0009-0003-9050-683X
Andres LegarraCouncil on Dairy Cattle Breeding, Bowie, Maryland, USA.ORCID https://orcid.org/0000-0001-8893-7620
Didier MarconUE0332 Experimental Unit P3R, La Sapinière, INRAE, Osmoy, France.
Christian DurandUE321 Experimental Unit La Fage, INRAE, Saint-Jean-et-Saint-Paul, France.
Sébastien DoulsUE321 Experimental Unit La Fage, INRAE, Saint-Jean-et-Saint-Paul, France.
Gaetan BonnafeUE321 Experimental Unit La Fage, INRAE, Saint-Jean-et-Saint-Paul, France.
Anne TesnièreSELMET, INRAE, CIRAD, Institut Agro Montpellier, Univ Montpellier, Montpellier, France.
Eliel González-GarcíaSELMET, INRAE, CIRAD, Institut Agro Montpellier, Univ Montpellier, Montpellier, France.ORCID https://orcid.org/0000-0001-9232-1941
Dominique HazardUMR1388 GENPHYSE, Université de Toulouse, INRAE, ENVT, Castanet-Tolosan, France.ORCID https://orcid.org/0000-0002-3908-8260

Funding

European Union's Horizon 2020 (iSAGE) 679302
6 · The paper itself

Abstract

The ability of ruminants to mobilise and restore body reserves (BR) over time, referred to as BR dynamics, is currently considered an interesting biological component to be included in breeding programs targeting enhanced BR resilience. However, genetic studies of proxies for BR levels and BRD remain scarce, particularly in small ruminants. The aim of this study was to estimate the genetic parameters for key plasma biomarker concentrations in sheep at critical physiological stages (PhySt i.e., mating; mid-pregnancy, before-lambing, after-lambing, and weaning), and their changes over time. Non-esterified fatty acids (NEFA), β-hydroxybutyrate (BHB), triiodothyronine (T3) and insulin (INS) were monitored at those PhySt in successive production cycles. A total of 659 productive Romane ewes were phenotyped for one (n = 252, multiparous) or two (n = 407, primiparous and multiparous) cycles. BR mobilisation was observed from the second half of pregnancy and during suckling while BR accretion was more evident from weaning until the next mid-pregnancy. Considering biomarkers concentrations as repeated measurements through the whole production cycle, heritability estimates were 0.07, 0.09, 0.15, and 0.10 for NEFA, BHB, T3, and INS, respectively. Heritability estimates for plasma biomarkers at key PhySt ranged from 0.08 to 0.16 for NEFA, 0.07 to 0.12 for BHB, 0.09 to 0.18 for T3, and 0.04 to 0.15 for INS. Heritability estimates for biomarker changes over time ranged from 0.01 to 0.23. Genetic correlation estimates between different PhySt were positive for each plasma biomarker and ranged from 0.19 to 0.87 for NEFA, from 0.50 to 0.89 for BHB, from 0.54 to 0.95 for T3 and from 0.34 to 0.90 for INS. Most genetic correlation estimates between biomarkers at a given PhySt were generally low to moderate (r

Indexed as

BiomarkersEnergy Metabolism3-Hydroxybutyric AcidAnimalsFatty Acids, NonesterifiedFemaleInsulinPregnancySheepTriiodothyronine3-Hydroxybutyric AcidBiomarkersFatty Acids, NonesterifiedInsulinTriiodothyronineanimal adaptationinsulinnon‐esterified fatty acidsplasma biomarkerstriiodothyronineβ‐Hydroxybutyrate

Identifiers

PMID41307292
PMCPMC13054124

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.