Evidence map›Paper›PMID 36479243›Full record

ArticleFrontiers in genetics2022

Single-step genomic BLUP with many metafounders.

Andrei A Kudinov, Minna Koivula, Gert P Aamand, Ismo Strandén, Esa A Mäntysaari

Abstract read
In one paragraph

Article in Frontiers in genetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Use of Cluster Analysis for Identifying Metafounders.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026
    Article
  3. Genomic Evaluation in Nellore Cattle for Reproductive Traits: Multiple Ways to Account for Missing Pedigrees.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2026
    Article
  4. Article
  5. Strategies for genomic predictions of an indicine multi-breed population using single-step GBLUP.Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie · 2025
    Article
  6. Article
  7. Definition of metafounders based on population structure analysis.Genetics, selection, evolution : GSE · 2024
    Article
  8. 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

5 authors.

Andrei A KudinovNatural Resources Institute Finland (Luke), Jokioinen, Finland.
Minna KoivulaNatural Resources Institute Finland (Luke), Jokioinen, Finland.
Gert P AamandNordic Cattle Genetic Evaluation, Aarhus, Denmark.
Ismo StrandénNatural Resources Institute Finland (Luke), Jokioinen, Finland.
Esa A MäntysaariNatural Resources Institute Finland (Luke), Jokioinen, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-step genomic BLUP (ssGBLUP) model for routine genomic prediction of breeding values is developed intensively for many dairy cattle populations. Compatibility between the genomic (

Indexed as

co-variance functionfinncattlegenetic groupsgenomic evaluationred dairy cattle

Identifiers

PMID36479243
PMCPMC9721289

What OpenQuestion holds

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LicenceCC BY
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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.