Mandarin fish is an important freshwater economic fish in China, and the genome of mandarin fish population may have specific selection signatures after long-term selection, and studying these selection signatures is one of the important strategies for screening functional genes. In this study, the whole genome was resequenced from five mandarin fish populations (HLJ, HN, AH, FJ, and BJ), and a total of high-quality SNPs with 1659,318 single nucleotide polymorphisms were obtained, and the genetic differentiation index and nucleotide polymorphism ratio between populations were used to detect the selected genomic regions. The results showed that all individuals were divided into two branches, with the HLJ population forming an independent cluster, and the HN, AH, FJ, and BJ populations clustering together. Selection signal analysis on the HLJ mandarin fish population and other mandarin fish populations using the FST and π HLJ/other methods. Finally, we identified 26 important candidate genes based on the enrichment pathways related to fat traits such as Glycerolipid metabolism, acyl-CoA oxidase activity, Wnt signaling pathway, and Notch signaling pathway, including notch3, pla2g12a and acox1. This study explores the genetic diversity and genetic structure of mandarin fish from a whole-genome perspective, identifies candidate genes related to fat traits, and provides references for the protection and utilization of mandarin fish genetic resources.
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