Discover Community Create You

Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Identification and Functional Annotation of Genes Related to Bone Stability in Laying Hens Using Random Forests.

Genes - 8 May 2021

Jansen Simon, Baulain Ulrich, Habig Christin, Ramzan Faisal, Schauer Jens, Schmitt Armin Otto, Scholz Armin Manfred, Sharifi Ahmad Reza, Weigend Annett, Weigend Steffen

Abstract excerpt

Skeletal disorders, including fractures and osteoporosis, in laying hens cause major welfare and economic problems. Although genetics have been shown to play a key role in bone integrity, little is yet known about the underlying genetic architecture of the traits. This study aimed to identify genes associated with bone breaking strength and bone mineral density of the tibiotarsus and the humerus in laying hens....

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Avian Proteins
Share to Bone Density

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Share to Chickens

Share to Decision Trees

Share to Genome-Wide Association Study

Share to Polymorphism, Single Nucleotide

Source

Open in PubMed Open full text

Identifiers

PMID: 34066823
DOI: 10.3390/genes12050702
PMCID: PMC8151682

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026. Manifest publication-graph-cohort-2026-09-06.1.

Source receipt: pubmed, retrieved 6 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Identification and Functional Annotation of Genes Related to Bone Stability in Laying Hens Using Random Forests.PMID 34066823Read ↗

Genome-wide association study for bone strength in laying hens.Semantic proximity Read ↗

Genetic architecture of bone quality variation in layer chickens revealed by a genome-wide association study.Semantic proximity Read ↗

A combination of genome-wide association study and selection signature analysis dissects the genetic architecture underlying bone traits in chickens.Semantic proximity Read ↗

Genome-wide association study provides insights into the genetic architecture of bone size and mass in chickens.Semantic proximity Read ↗

Mining Candidate Genes and Identifying Risk Factors for Leg Disease in Broilers: A Mendelian Randomization Study.Semantic proximity Read ↗

Genome-wide association study for bone quality of ducks during the laying period.Semantic proximity Read ↗

Preliminary estimates of genetic parameters for bone geometry, strength, and metabolism traits and their relationship with walking ability in turkeys (Meleagris gallopavo).Semantic proximity Read ↗

Identification of quantitative trait loci associated with bone traits and body weight in an F2 resource population of chickens.Semantic proximity Read ↗

Identification of Age-Specific and Common Key Regulatory Mechanisms Governing Eggshell Strength in Chicken Using Random Forests.Semantic proximity Read ↗

An eQTL in the cystathionine beta synthase gene is linked to osteoporosis in laying hens.Semantic proximity Read ↗

Quantitative Trait Loci for BMD and Bone Strength in an Intercross Between Domestic and Wildtype ChickensSemantic proximity Read ↗

Genome-wide association study identifies SNPs for growth performance and serum indicators in Valgus-varus deformity broilers (Gallus gallus) using ddGBS sequencing.Semantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.