ArticleBMC genomics2015
Genome-wide association study revealed a promising region and candidate genes for eggshell quality in an F2 resource population.
Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed, 48 citations in OpenAlex.
- A Genome-Wide Association Study Exploring the Genetic Architecture of Eggshell Quality in Chinese Wenshang Barred Chickens.Animals : an open access journal from MDPI · 2026Article
- Genetic Parameters of Egg Quality Traits and Albumen Density in White Leghorn Chickens.Animals : an open access journal from MDPI · 2026Article
- Associations of Candidate Gene Polymorphisms with Egg Production and Egg Quality Traits in Atak-S Laying Hens.International journal of molecular sciences · 2025Article
- Genome-Wide Egg Hunt: Unhiding Candidate Genes for Egg Component Traits in Layers of an FAnimals : an open access journal from MDPI · 2025Article
- Genetic Basis of Egg Production in Baicheng-You Chickens: A Genome-Wide Association Study.Animals : an open access journal from MDPI · 2025Article
- Multi-omics reveals key cell types and gene families regulating eggshell strength in chicken uteri.Zoological research · 2025Article
- Advances in Genomics and Postgenomics in Poultry Science: Current Achievements and Future Directions.International journal of molecular sciences · 2025Review
- Genome-wide analyses reveal intricate genetic mechanisms underlying egg production efficiency in chickens.Journal of animal science and biotechnology · 2025Article
- Association analysis of production traits of Japanese quail (Coturnix japonica) using restriction-site associated DNA sequencing.Scientific reports · 2023Article
- The genomic characteristics affect phenotypic diversity from the perspective of genetic improvement of economic traits.iScience · 2023Article
- Genome-Wide Association Study of Egg-Laying Traits and Egg Quality in LingKun Chickens.Frontiers in veterinary science · 2022Article
- Genetic variations for the eggshell crystal structure revealed by genome-wide association study in chickens.BMC genomics · 2021Article
- Genomic signatures of drift and selection driven by predation and human pressure in an insular lizard.Scientific reports · 2021Article
- Population analysis of the Korean native duck using whole-genome sequencing data.BMC genomics · 2020Article
- Deciphering the mode of action and position of genetic variants impacting on egg number in broiler breeders.BMC genomics · 2020Article
- Accuracy of genomic prediction of shell quality in a White Leghorn line.Poultry science · 2020Article
- Identification of potential genomic regions and candidate genes for egg albumen quality by a genome-wide association study.Archives animal breeding · 2019Article
- Article
- Genetic variations for egg quality of chickens at late laying period revealed by genome-wide association study.Scientific reports · 2018Article
- Annotating long intergenic non-coding RNAs under artificial selection during chicken domestication.BMC evolutionary biology · 2017Article
Corrections and comments
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Authors and funding
10 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEggshell is subject to quality loss with aging process of laying hens, and damaged eggshells result in economic losses of eggs. However, the genetic architecture underlying the dynamic eggshell quality remains elusive. Here, we measured eggshell quality traits, including eggshell weight (ESW), eggshell thickness (EST) and eggshell strength (ESS) at 11 time points from onset of laying to 72 weeks of age and conducted comprehensive genome-wide association studies (GWAS) in 1534 F2 hens derived from reciprocal crosses between White Leghorn (WL) and Dongxiang chickens (DX).
resultsESWs at all ages exhibited moderate SNP-based heritability estimates (0.30 ~ 0.46), while the estimates for EST (0.21 ~ 0.31) and ESS (0.20 ~ 0.27) were relatively low. Eleven independent univariate genome-wide screens for each trait totally identified 1059, 1026 and 1356 significant associations with ESW, EST and ESS, respectively. Most significant loci were in a region spanning from 57.3 to 71.4 Mb of chromosome 1 (GGA1), which together account for 8.4 ~ 16.5% of the phenotypic variance for ESW from 32 to 72 weeks of age, 4.1 ~ 6.9% and 2.95 ~ 16.1% for EST and ESS from 40 to 72 weeks of age. According to linkage disequilibrium (LD) and conditional analysis, the significant SNPs in this region were in extremely strong linkage disequilibrium status. Ultimately, two missense SNPs in GGA1 and one in GGA4 were considered as promising loci on three independent genes including ITPR2, PIK3C2G, and NCAPG. The homozygotes of advantageously effective alleles on PIK3C2G and ITPR2 possessed the best eggshell quality and could partly counteract the negative effect of aging process. NCAPG had certain effect on eggshell quality for young hens.
conclusionsIdentification of the promising region as well as potential candidate genes will greatly advance our understanding of the genetic basis underlying dynamic eggshell quality and has the practical significance in breeding program for the improvement of eggshell quality, especially at the later part of laying cycle.
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