Evidence map›Paper›PMID 41553842›Full record

ArticleGenetics and molecular biology2026

Gene expression analysis for feed efficiency trait in liver tissue of lactating Girolando cows.

Daniele Ribeiro de Lima Reis Faza, Mariana Magalhães Campos, Thierry Ribeiro Tomich, Fernanda Samarini Machado, Luiz Gustavo Ribeiro Pereira, Robert Domingues, Ana Luiza Franco, Marta Fonseca Martins, João Cláudio do Carmo Panetto, Marcos Vinicius Gualberto Barbosa da Silva and 2 more

Abstract read
In one paragraph

Article in Genetics and molecular biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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

12 authors.

Daniele Ribeiro de Lima Reis FazaEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-5155-7736
Mariana Magalhães CamposEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0001-5332-6010
Thierry Ribeiro TomichEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-8788-5715
Fernanda Samarini MachadoEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-7380-4961
Luiz Gustavo Ribeiro PereiraEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0001-7166-5817
Robert DominguesEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-4692-8635
Ana Luiza FrancoEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0003-4129-6760
Marta Fonseca MartinsEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-4260-5329
João Cláudio do Carmo PanettoEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-9198-9728
Marcos Vinicius Gualberto Barbosa da SilvaEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0001-5449-1413
Wanessa Araújo CarvalhoEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-1346-5240
Marco Antonio MachadoEmbrapa Gado de Leite, Juiz de Fora, MG, Brazil.ORCID http://orcid.org/0000-0002-5868-851X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The selection of high feed efficiency (FE) animals impacts sustainability and profitability of beef and dairy cattle production systems. An approach to investigate the mechanisms of FE involves analyzing gene expression profile in liver. This study used residual feed intake as a metric of FE to select 10 Gir x Holstein crossbred cows (Girolando F1) divided into high (HE) and low (LE) FE groups. Hepatic biopsies were used for differential gene expression investigation using RNA-seq analyses which revealed 20,787 known genes mapped accordingly to the bovine reference genome. The comparison of HE and LE revealed 149 significantly differentially expressed genes (DEG), 41 up-regulated, and 108 down-regulated in the LE group. Among DEG, some stood out as potential candidate genes, including DLK1, CACNG4, SLC2A12, SLC26A4, DUOX2, and DUOXA2. Functional enrichment analyses showed pathways that potentially influence FE, such as the negative regulation of leukocyte migration, regulation of calcium channel activity, negative regulation of cell migration and adhesion, extracellular matrix (ECM) organization, and thyroid hormone synthesis. ECM composition and immune system roles were also highlighted. These results could help understanding the mechanisms related to FE in dairy cattle and the development of selection strategies to improve this trait.

Identifiers

PMID41553842
PMCPMC12814931

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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.