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Genomic Selection for Cashmere Traits in Inner Mongolian Cashmere Goats Using Random Forest, Gradient Boosting Decision Tree, Extreme Gradient Boosting and Light Gradient Boosting Machine Methods. [PDF]

Animals (Basel)
In recent years, Machine Learning (ML) has garnered increasing attention for its applications in genomic prediction. ML effectively processes high-dimensional genomic data and establishes nonlinear models.
Liu J, Yan X, Li W, Xue SH, Wang Z, Su R.   +5 more
europepmc   +3 more sources

Effect of melatonin administration to lactating cashmere goats on milk production of dams and on hair follicle development in their offspring

Animal, 2020
Melatonin treatment in adult cashmere goats can increase cashmere yield and improve cashmere fibre quality by inducing cashmere growth during cashmere non-growth period, of which time cashmere goats are in the mid and late stages of lactation.
Wei Zhang
exaly   +3 more sources

Stepwise Method and Factor Scoring in Multiple Regression Analysis of Cashmere Production in Liaoning Cashmere Goats

Animals, 2022
Liaoning cashmere goat is a well-known local cashmere goat breed in China and even in the world. It is famous for producing cashmere with superior quality and high yield.
Meng Yang, Xuesong Shan
exaly   +3 more sources

Genetic Signatures of Selection for Cashmere Traits in Chinese Goats

Animals, 2020
Inner Mongolia and Liaoning cashmere goats in China are well-known for their cashmere quality and yield. Thus, they are great models for identifying genomic regions associated with cashmere traits.
Meilin Jin, Zengkui Lu, Kai Quan
exaly   +3 more sources

Whole-genome selection signatures identified candidate genes associated with cashmere traits in Inner Mongolia cashmere goats. [PDF]

Anim Biosci
Objective Inner Mongolia cashmere goats are superior indigenous breeds developed through long-term natural selection and systematic artificial selection, which have experienced a certain intensity of selection pressure during the breeding process ...
Rong Y, Ao X, Han M, Xia Q, Shang F, Lv Q, Wang Z, Su R, Zhao Y, Zhang Y, Wang R.   +10 more
europepmc   +2 more sources

Genomic Selection for Economic Traits in Inner Mongolia Cashmere Goats by Integrating GWAS Prior Information. [PDF]

Vet Sci
The accuracy of genomic selection has a significant impact on the selection of superior individuals in livestock. Studies have reported that integrating GWAS information can improve the accuracy of genomic prediction.
Xi H, Xu Q, Yao H, Shen Z, Zhou B, Lv Q, Li J, Wang R, Zhang Y, Su R, Wang Z.   +10 more
europepmc   +2 more sources

An Integrated Analysis of Cashmere Fineness lncRNAs in Cashmere Goats [PDF]

Genes, 2019
Animal growth and development are regulated by long non-coding RNAs (lncRNAs). However, the functions of lncRNAs in regulating cashmere fineness are poorly understood. To identify the key lncRNAs that are related to cashmere fineness in skin, we have collected skin samples of Liaoning cashmere goats (LCG) and Inner Mongolia cashmere goats (MCG) in the ...
Yuanyuan Zheng
exaly   +3 more sources

Comparative analysis of skin transcriptome reveals differences of cashmere fineness in different body parts of Inner Mongolia cashmere goats. [PDF]

Anim Biosci
Objective The growth and development of secondary hair follicles primarily determine the economic value of cashmere traits, significantly influencing the quality of cashmere fineness.
Zhou B, Xi H, Yu Y, Li J, Su R, Lv Q, Zhang Y, Wang R, Wang Z.   +8 more
europepmc   +2 more sources

Integrated transcriptomic and proteomic analysis reveals molecular mechanisms of melatonin-regulated hair follicle growth in cashmere goats and comparative insights across goat breeds. [PDF]

BMC Genomics
Background Cashmere goats are prized for their high-quality fibers, which are soft, fine, strong, and exhibit remarkable elasticity and luster. Cashmere growth occurs in secondary hair follicles and follows a distinct, periodic cycle. This study seeks to
Xie L, Li C, Tian J, Fu S, Su R, Feng C, Chen M.   +6 more
europepmc   +2 more sources

Transcriptome analysis reveals the key long non-coding RNAs and genes related to cashmere shedding in goats. [PDF]

Anim Biosci
Objective The cashmere goat is renowned for the exceptional quality of cashmere fibers. The shedding of cashmere is closely related to the production processes in cashmere goats, but its molecular regulatory mechanism is not fully understood.
Fan Y, Gong T, Feng S, Zhang H, Wang R, Hu M, Zhang Q, Hui T, Shen J, Xu R, Zhu Y, Bai M, Wang Z, Bai W.   +13 more
europepmc   +2 more sources