Evidence map›Paper›PMID 39985752›Full record

ArticleJournal of animal science2025

Breed-specific heterosis for growth and carcass traits in 18 U.S. cattle breeds.

Bailey N Engle, Richard Mark Thallman, Warren M Snelling, Tommy L Wheeler, Steven D Shackelford, David Andy King, Larry A Kuehn

Abstract read
In one paragraph

Article in Journal of animal science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

7 authors.

Bailey N EngleUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.ORCID 0000-0003-2360-1012
Richard Mark ThallmanUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.
Warren M SnellingUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.
Tommy L WheelerUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.
Steven D ShackelfordUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.
David Andy KingUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.
Larry A KuehnUSDA, ARS, U.S. Meat Animal Research Center, Clay Center, NE, USA.ORCID 0000-0002-7573-5365

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heterosis, or hybrid vigor, is traditionally defined as the advantage of crossbred progeny relative to the average performance of their purebred parents. This advantage is due to increased heterozygosity in these crosses, which increases phenotypic expression in traits influenced by non-additive gene action. These heterosis effects may vary depending on the breed of animals in the original cross; however, breed-specific estimates are difficult to obtain because of a lack of contemporary comparisons among crossbred and purebred cattle. The Germplasm Evaluation Program at the U.S. Meat Animal Research Center was designed to evaluate 18 of the most highly utilized beef breeds in the United States and enable contemporary comparisons among purebreds and their crosses. Therefore, the primary objective of this study was to quantify the differences in breed-specific heterosis for growth and carcass traits in these 18 U.S. beef breeds. Specific traits analyzed were direct and maternal birth weight, direct and maternal 205d adjusted weaning weight, 365 d postweaning gain, marbling score, ribeye area, backfat thickness, and carcass weight. Specific heterosis effects were estimated using 2 different models: 1) a biological-group heterosis model where heterosis was estimated for crosses between British, Continental, and Brahman as breed groups, and 2) an average breed heterosis model where heterosis was estimated as the regression on average predicted breed heterozygosity arising from mating each of the 18 breeds to a randomly chosen animal in the population. Each model also included a random breed-specific cross-effect for each pair of breeds. Biological-group heterosis, or the expected deviations from a purebred mean between all crosses of British, Brahman, and Continental groups, was found for all traits (P < 0.0001), except marbling. The greatest increases in calf performance were estimated for crosses containing Brahman, especially for growth traits and maternal ability. Average breed-specific heterosis was also significant (P < 0.05) under the second model for all traits except marbling and maternal birth weight. Again, the greatest increase in calf performance across a majority of traits was found to be the result of crosses with Brahman. These estimates may be used by breeders to make more informed crossbreeding decisions and to tailor their choice of breeds to their specific production environment and breeding objectives.

Indexed as

Body CompositionHybrid VigorAnimalsBreedingCattleFemaleMaleUnited Statesbeef cattlecarcassgrowthheterosis

Identifiers

PMID39985752
PMCPMC11956688

What Socratic holds

Textmetadata
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 Socratic graph.