

Acta Veterinaria et Zootechnica Sinica ›› 2025, Vol. 56 ›› Issue (9): 4379-4392.doi: 10.11843/j.issn.0366-6964.2025.09.021
• Animal Genetics and Breeding • Previous Articles Next Articles
					
													LI Jiapeng(
), LIU Qing, SUN Jiayu, MA Zefang, CUI Kai*(
)
												  
						
						
						
					
				
Received:2025-02-11
															
							
															
							
															
							
																	Online:2025-09-23
															
							
																	Published:2025-09-30
															
						Contact:
								CUI Kai   
																	E-mail:2379698676@qq.com;qdndcuikai@163.com
																					CLC Number:
LI Jiapeng, LIU Qing, SUN Jiayu, MA Zefang, CUI Kai. Screening of Key Genes for Coat Color Formation in Silver Fox Based on Transcriptome and Proteome Analyses[J]. Acta Veterinaria et Zootechnica Sinica, 2025, 56(9): 4379-4392.
Table 1
Primers information"
| 基因 Gene  |  上游引物(5'→3') Forward primer  |  下游引物(5'→3') Reverse primer  |  退火温度/℃ Annealing temperature  |  片段大小/bp Product length  |  
| TYRP1 | TCTGGCCTCCAGTTACCAACG | AGCAGCAACTACCGCTATGGT | 60 | 131 | 
| TYR | GGTACCGGGATCTGCCAATGA | AGGATTCCCGGTTGTGTCCAA | 60 | 146 | 
| PMEL | TCTGGCAATGGTCAGCACTCA | TAGCCAGCAACACCAGCAAGA | 60 | 98 | 
| MLANA | GGTCACCAGCACAGCAAACTG | TTCTCATAGGGAGGTGGTGCAT | 60 | 80 | 
| LEF1 | AGCGAATGTCGTAGCTGAGTG | GCTGTCTTTCCTTCCGTGCTA | 60 | 131 | 
| GAPDH | GTGACACCCACTCTTCCACCT | GGAGGCCATGTGGACCATGA | 60 | 242 | 
Table 2
Results of transcriptome sequencing data quality assessment"
| 样品 Sample  |  原始读数/bp Raw reads  |  质控后读数/bp Clean reads  |  错误率/% Error rate  |  %≥Q20 | %≥Q30 | GC/% | 总比对率/% Total mapping  |  
| YS-1 | 46 470 886 | 44 310 616 | 0.03 | 97.48 | 93.39 | 48.41 | 88.94 | 
| YS-2 | 43 981 300 | 43 098 938 | 0.03 | 97.41 | 93.14 | 47.96 | 90.93 | 
| YS-3 | 43 499 072 | 42 923 648 | 0.03 | 97.40 | 93.00 | 48.07 | 92.28 | 
| YS-4 | 44 479 798 | 43 842 718 | 0.03 | 97.55 | 93.37 | 47.84 | 91.81 | 
| CS-1 | 43 101 594 | 42 518 100 | 0.03 | 97.27 | 92.73 | 47.71 | 92.31 | 
| CS-2 | 50 271 118 | 49 3445 90 | 0.03 | 97.47 | 93.21 | 47.49 | 87.01 | 
| CS-3 | 43 156 360 | 42 4830 92 | 0.03 | 97.34 | 92.92 | 47.85 | 93.04 | 
| CS-4 | 43 144 354 | 42 4230 88 | 0.03 | 97.24 | 92.63 | 47.45 | 92.35 | 
Fig. 1
Results of transcriptome analysis of silver fox and red fox A. PCA analysis of the two sample groups: YS represents the silver black fox group, and CS represents the red fox group; B. Volcano plot of DEGs in the YS group vs. CS group; C. Clustered heatmap of DEGs: the x-axis indicates sample names, and the y-axis indicates DEGs. Different colors represent different gene expression levels, where red indicates highly expressed genes and blue indicates lowly expressed genes"
														Fig. 2
Results of GO functional and KEGG pathway enrichment analysis of DEGs A.GO functional enrichment analysis of DEGs: the x-axis represents the number of genes, and the y-axis represents GO categories; B.KEGG pathway enrichment analysis of DEGs: the x-axis represents the enrichment factor, and the y-axis represents pathways"
														Table 3
GO enrichment results of DEGs related to coat color formation"
| GO ID | GO注释GO annotation | P值 P value  |  差异表达基因DEGs | 
| GO: 0042438 | 黑色素生物合成过程 melanin biosynthetic process  |  0.002 04 | TYRP1、NRAS、EDNRB、TYR、MFSD12、CTNS、OPN3、OCA2、KITLG、TCF7、EP300、ADCY4、ADCY7、PMEL、LEF1、WNT7B、ADCY5 | 
| GO: 0006582 | 黑色素代谢过程 melanin metabolic process  |  0.003 08 | TYR、MFSD12、CTNS、OPN3、OCA2、APPL1 | 
| GO: 0048023 | 黑色素生物合成过程的正调控 positive regulation of melanin biosynthetic process  |  0.008 76 | TYRP1、OPN3、APPL1 | 
| GO: 0048022 | 黑色素生物合成过程的负调控 negative regulation of melanin biosynthetic process  |  0.041 59 | MFSD12、OPN3 | 
| GO: 0042470 | 黑色素体 melanosome  |  0.050 00 | MLANA、PMEL、ANXA6、MFSD12、CTNS、BACE2、OCA2、APOE | 
Table 4
KEGG pathway enrichment analysis results of DEGs related to coat color formation"
| 通路ID Pathway ID | 通路名称Pathway name | P值P value | 差异表达基因DEGs | 
| vvp04916 | 黑色素合成 Melanogenesis  |  0.022 23 | NRAS、EDNRB、KITLG、ADCY7、ADCY4、WNT7B、EP300、TCF7、LEF1、ADCY5 | 
| vvp04024 | cAMP信号通路 cAMP signaling pathway  |  0.007 26 | ADCY7、EP300、ADCY5、ASIP、ADCY4、MC1R、EDNRB | 
| vvp04310 | Wnt信号通路 Wnt signaling pathway  |  0.020 08 | LEF1、TCF7、WNT7B、EP300 | 
| vvp04010 | MAPK信号通路 MAPK signaling pathway  |  0.008 27 | NRAS、KITLG、EDNRB、FLT4 | 
| vvp04151 | PI3K-Akt信号通路 PI3K-Akt signaling pathway  |  0.006 91 | NRAS、KITLG、FLT4、THBS3 | 
Fig. 4
Proteomics analysis results A. Volcano plot of DEPs in YS vs. CS groups; B.Clustering heatmap of DEPs: x-axis represents sample names, y-axis represents DEPs. Different colors indicate protein expression levels, with darker colors showing higher expression and lighter colors showing lower expression"
														Fig. 5
Results of GO and KEGG enrichment analysis of DEPs A.GO enrichment analysis of DEPs: the x-axis represents the number of proteins, and the y-axis indicates GO categories; B.KEGG pathway enrichment analysis of DEPs: the x-axis represents the negative logarithm of the statistical significance of protein expression levels, and the y-axis shows pathway. The size of the circles indicates the number of genes enriched in the respective pathways, and different colors represent the enrichment factor"
														Table 5
KEGG pathways related to coat color formation"
| 通路ID Pathway ID | 通路名称Pathway name | 差异表达基因DEGs | 差异表达蛋白质DEPs | 
| vvp04916 | 黑色素合成 Melanogenesis  |  NRAS、EDNRB、KITLG、ADCY5、ADCY7、ADCY4、WNT7B、EP300、TCF7、LEF1 | HRNS、NRAS、TYRP1 | 
| vvp04024 | cAMP信号通路 cAMP signaling pathway  |  ADCY7、EP300、ADCY5、ASIP、ADCY4、MC1R、EDNRB | AKT2、ERBB3 | 
| vvp04310 | Wnt信号通路 Wnt signaling pathway  |  LEF1、TCF7、WNT7B、EP300 | GSK3B | 
| vvp04010 | MAPK信号通路 MAPK signaling pathway  |  NRAS、KITLG、EDNRB、FLT4 | AKT2、HRAS、NRAS、GSK3B、ERBB3 | 
| vvp04151 | PI3K-Akt信号通路 PI3K-Akt signaling pathway  |  NRAS、KITLG、FLT4、THBS3 | NRAS、AKT2、HRAS | 
Fig. 6
Results of NRAS and HRAS protein expression assays A.Western blot. B.Comparison of Western blot and proteomic analysis results: x-axis represents proteins, y-axis (left, bar chart) shows relative expression levels of NRAS and HRAS measured by Western blot, and y-axis (right, line graph) shows expression levels measured by proteomic analysis"
														Table 6
Overlapping DEGs and DEPs with consistent expression trends"
| 象限 Quadrant  |  基因Gene | P值P value | 转录组Transcriptome | 蛋白质组Proteome | |||
| log2FC | Regulation | log2FC | Regulation | ||||
| 3 | NRAS | 0.001 7 | -1.047 8 | DOWN | -0.297 3 | DOWN | |
| KRT84 | 0.015 9 | -4.806 3 | DOWN | -0.557 4 | DOWN | ||
| 7 | DYNC1 | 0.000 2 | 1.364 6 | UP | 0.274 4 | UP | |
| EEPD1 | 0.000 6 | 1.898 7 | UP | 0.318 5 | UP | ||
| UPP1 | 0.000 6 | 1.053 5 | UP | 0.315 1 | UP | ||
| CD200 | 0.000 9 | 1.088 5 | UP | 0.386 8 | UP | ||
| RBM47 | 0.001 0 | 1.183 9 | UP | 1.881 5 | UP | ||
| FGB | 0.005 7 | 2.058 5 | UP | 0.405 4 | UP | ||
| FGG | 0.006 0 | 1.188 8 | UP | 0.379 5 | UP | ||
| LCLAT1 | 0.018 7 | 1.009 6 | UP | 0.678 9 | UP | ||
| TYRP1 | 0.028 6 | 2.454 2 | UP | 0.359 7 | UP | ||
| CSRP3 | 0.033 0 | 3.395 8 | UP | 0.455 0 | UP | ||
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