Genome‐Wide Association Studies for Anogenital Distance and Linear Type Traits in Gir Cattle

ABSTRACT Although linear type traits have been under selection in the Dairy Gir cattle for the past three decades, there are few studies exploring genetic architecture for these traits. The aim of this study was to identify candidate genes for anogenital distance and linear type traits in the Gir breed. For this study, the body measures of rump length (cm, RL), ilium width (cm, ILW), hip height (cm, HH), body length (cm, BL), thoracic perimeter (cm, TP) and rump area (cm 2 , RA) along with anogenital distance (cm, AGD) were collected from 604 Gir dairy cows, around 5.69 years old. The pedigree file included 2206 animals, of which 742 were genotyped with different SNP panels and imputed to Illumina BovineHD BeadChip (777 K). Genome‐wide association studies were carried out using the blupf90+ program for all traits and for a phenotypic index created to assist selecting candidate genes. The top 5 windows for the traits and top 10 windows for the index explaining the highest percentage of additive genetic variance were selected for gene search. Biological processes and transcription factors were searched from the genes found. In total, 90 genes were identified for all seven traits, of which 17 were pleiotropic, that is, they were common results for pairs or trios of traits. From that, the candidate genes (chromosome) identified from the phenotypic index were CXCL13 (6), CNOT6L (6), MRPL1 (6), CCSER1 (6), CDH26 (13), DOCK8 (8), ZNG1 (8) and PGM5 (8). For those eight genes, 11 transcription factors and 59 biological processes were identified. In conclusion, BTA6 seems to have a deeper role in linear type traits in the Gir breed. Even though there are few studies confirming the action of those genes on body conformation, all eight candidate genes are recommended for future studies to validate their action on muscle and skeletal development or fat deposition due to their biological process functions, which could be pleiotropically affecting linear traits in cattle.

Authors

Institutions

Publication Details

Journal
Journal of Animal Breeding and Genetics
Published
2026-10-16
DOI
https://doi.org/10.1111/jbg.70083
Primary Topic
Genetic and phenotypic traits in livestock
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Genome‐Wide Association Studies for Anogenital Distance and Linear Type Traits in Gir Cattle

Marcos Vinícius Gualberto Barbosa da Silva, Antônio Fernando Araújo Machado, Fabrício Pilonetto, Renata de Fátima Bretanha Rocha et al.
Journal of Animal Breeding and Genetics
Genetic and phenotypic traits in livestock
article

Genome‐Wide Association Studies for Anogenital Distance and Linear Type Traits in Gir Cattle

Marcos Vinícius Gualberto Barbosa da Silva, Antônio Fernando Araújo Machado, Fabrício Pilonetto, Renata de Fátima Bretanha Rocha, Victor Gomez-León, Domingos Lollobrigida de Souza Netto, José Domingos Guimarães, Fábio Luiz Buranelo Toral, Simone Eliza Facioni Guimarães
article en

Abstract

ABSTRACT Although linear type traits have been under selection in the Dairy Gir cattle for the past three decades, there are few studies exploring genetic architecture for these traits. The aim of this study was to identify candidate genes for anogenital distance and linear type traits in the Gir breed. For this study, the body measures of rump length (cm, RL), ilium width (cm, ILW), hip height (cm, HH), body length (cm, BL), thoracic perimeter (cm, TP) and rump area (cm 2 , RA) along with anogenital distance (cm, AGD) were collected from 604 Gir dairy cows, around 5.69 years old. The pedigree file included 2206 animals, of which 742 were genotyped with different SNP panels and imputed to Illumina BovineHD BeadChip (777 K). Genome‐wide association studies were carried out using the blupf90+ program for all traits and for a phenotypic index created to assist selecting candidate genes. The top 5 windows for the traits and top 10 windows for the index explaining the highest percentage of additive genetic variance were selected for gene search. Biological processes and transcription factors were searched from the genes found. In total, 90 genes were identified for all seven traits, of which 17 were pleiotropic, that is, they were common results for pairs or trios of traits. From that, the candidate genes (chromosome) identified from the phenotypic index were CXCL13 (6), CNOT6L (6), MRPL1 (6), CCSER1 (6), CDH26 (13), DOCK8 (8), ZNG1 (8) and PGM5 (8). For those eight genes, 11 transcription factors and 59 biological processes were identified. In conclusion, BTA6 seems to have a deeper role in linear type traits in the Gir breed. Even though there are few studies confirming the action of those genes on body conformation, all eight candidate genes are recommended for future studies to validate their action on muscle and skeletal development or fat deposition due to their biological process functions, which could be pleiotropically affecting linear traits in cattle.

Journal of Animal Breeding and Genetics
Universidade Federal de Minas Gerais (BR), Universidade Federal de Viçosa (BR), Kansas State University (US), Embrapa Gado de Leite (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Fundação de Amparo à Pesquisa do Estado de Minas Gerais, Instituto Nacional de Ciência e Tecnologia de Ciência Animal
Zero hunger
Openalex Percentile: Top 15%
Genetic and phenotypic traits in livestock
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.