ArticleInternational journal of molecular sciences2026
Multi-Omics Analysis of the Effects of
Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
6 authors.
Funding
Abstract
Clutch length is a key determinant of egg production in geese and has a direct impact on breeding efficiency. However, the genetic and molecular mechanisms underlying variation in clutch length remain largely unclear in Zi geese. In this study, we integrated whole-genome resequencing with ovarian transcriptomic and proteomic analyses to identify candidate genes and functional single nucleotide polymorphisms (SNPs) associated with clutch length. A total of 200 female Zi geese were monitored throughout a 230-day laying period, from which 20 individuals with the longest clutch length and 20 with the shortest clutch length were selected for multi-omics analyses. Comparative analyses identified 424 differentially expressed genes and 856 differentially expressed proteins between the two groups. Integration of population-differentiated SNPs, genome-wide association study signals, transcriptomic, and proteomic datasets converged on two key candidate genes,
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