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    Investigating the correlation between phenotype, cecal microbiome, and serum metabolome in laying ducks with different shell strength

    Investigating the correlation between phenotype, cecal microbiome, and serum metabolome in laying ducks with different shell strength by Hanxue Sun, Zhengyu Hu, Ziqing Li, Xihuai Xiong, Tiantian Gu, Wenwu Xu, Li Chen, Yong Tian, Guoqin Li, Tao Zeng, Lizhi Lu, Fangxiong Shi

    Published 2025-10-01

    Eggshell quality plays a critical role in the poultry industry, influencing both biological and economic outcomes. However, the factors determining eggshell strength in egg-laying ducks remain poorly understood. This study sought to explore phenotypic variations, gut microbiota composition, and seru...

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