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全基因组重测序揭示了柯乐猪中与胶原蛋白相关的基因。

Whole-genome resequencing reveals collagen-related genes in Kele pigs.

作者信息

Zhang Yu Dan, Yuan Wei, Bi Huan, Yang Xiao, Zhang Yi Yu, Chen Wei

机构信息

Key Laboratory of Animal Genetics, Breeding and Reproduction in the Plateau Mountainous Region, Ministry of Education, Guizhou University, Guiyang, Guizhou Province, China.

Key Laboratory of Animal Genetics, Breeding and Reproduction, Guiyang, Guizhou Province, China.

出版信息

PLoS One. 2024 Dec 31;19(12):e0311417. doi: 10.1371/journal.pone.0311417. eCollection 2024.

Abstract

OBJECTIVE

To verify the accuracy of collagen-specific SNP mutation loci of Kele pigs selected by whole genome resequencing, and to excavate collagen-related genes of Kele pigs, so as to lay a foundation for further molecular selection.

METHODS

Based on whole genome resequencing, candidate genes related to collagen trait of Kele pig were screened for gene annotation. Through KEGG and GO enrichment analysis of differential genes, we selected four genes that may affect collagen trait of collagen pig, namely COL9A1, COL6A5, COL4A3 and COL4A4. Then 14 specific SNP sites were randomly selected from the four genes for sanger sequencing verification, and finally RT-qPCR was used to verify the expression levels of related genes in different tissues of Kele pigs.

RESULTS

Our sequencing results revealed that 241.04 G of clean data, Q30 reached 93.96% and the average coverage depth was 9.04×. After data analysis, the SNP annotation of Kele pigs identified 4,570 high-impact mutation sites that could result in protein function loss, with SNPs primarily distributed in the intronic and exonic regions. There were 132,256 middle-impact mutation sites and 318,150 low-impact mutation sites that could potentially impact protein properties. Additionally, The INDEL annotation results revealed a total of 17,806 high-impact mutation sites that could potentially result in the loss of protein function. There were 4740 medium-impact mutation sites that have the potential to affect protein properties, as well as 19,298 low-impact mutation sites. Furthermore, there were 14,197,763 mutation sites of modification influence degree in the analysis. In addition, through real-time fluorescence quantitative PCR results, we found that the expression levels of collagen-related genes COL9A1 and COL6A5 in skin tissues were higher than those in other tissues, and the expression levels of COL4A4 and COL4A3 in kidney tissues were higher than those in other tissues. The SNP site verification results showed that the 14 SNP mutation sites randomly selected by us were the same as the SNP mutation sites screened by whole genome resequencing.

CONCLUSION

A total of 307 genes related to collagen traits were excavated, including COL9A1, COL6A5, EP300, SOS2 and EPO, etc. It was found that COL9A1 and COL6A5 genes were significantly expressed in the skin tissue of Kele pigs, and COL4A4 and COL4A3 genes were significantly expressed in the kidney tissue of Kele pigs. The mutations of 14 randomly selected loci in the four related genes were consistent with the results of previous whole genome resequencing analysis, indicating that the specific SNP molecular marker information obtained by whole genome resequencing can be used as the basis for analyzing collagen traits of Kele pig. Our results are conducive to further research on collagen trait regulation of Kele pigs and development and utilization of Kele pigs in the future.

摘要

目的

验证通过全基因组重测序筛选出的柯乐猪胶原蛋白特异性SNP突变位点的准确性,挖掘柯乐猪胶原蛋白相关基因,为进一步分子选育奠定基础。

方法

基于全基因组重测序,对柯乐猪胶原蛋白性状相关候选基因进行基因注释。通过对差异基因进行KEGG和GO富集分析,筛选出4个可能影响柯乐猪胶原蛋白性状的基因,即COL9A1、COL6A5、COL4A3和COL4A4。然后从这4个基因中随机选取14个特异性SNP位点进行桑格测序验证,最后采用RT-qPCR验证相关基因在柯乐猪不同组织中的表达水平。

结果

测序结果显示,共获得241.04 G的clean数据,Q30达到93.96%,平均覆盖深度为9.04×。数据分析后,柯乐猪的SNP注释鉴定出4570个可能导致蛋白质功能丧失的高影响突变位点,SNP主要分布在内含子和外显子区域。有132256个中等影响突变位点和318150个可能影响蛋白质特性的低影响突变位点。此外,INDEL注释结果显示共有17806个可能导致蛋白质功能丧失的高影响突变位点。有4740个中等影响突变位点有可能影响蛋白质特性,以及19298个低影响突变位点。此外,分析中有14197763个修饰影响程度的突变位点。另外,通过实时荧光定量PCR结果发现,胶原蛋白相关基因COL9A1和COL6A5在皮肤组织中的表达水平高于其他组织,COL4A4和COL4A3在肾脏组织中的表达水平高于其他组织。SNP位点验证结果表明,我们随机选取的14个SNP突变位点与全基因组重测序筛选出的SNP突变位点一致。

结论

共挖掘出307个与胶原蛋白性状相关的基因,包括COL9A1、COL6A5、EP300、SOS2和EPO等。发现COL9A1和COL6A5基因在柯乐猪皮肤组织中显著表达,COL4A4和COL4A3基因在柯乐猪肾脏组织中显著表达。4个相关基因中随机选取的14个位点的突变与之前全基因组重测序分析结果一致,表明全基因组重测序获得的特异性SNP分子标记信息可作为分析柯乐猪胶原蛋白性状的依据。我们的结果有利于未来对柯乐猪胶原蛋白性状调控的进一步研究以及柯乐猪的开发利用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d767/11687657/d2a96e5d666f/pone.0311417.g001.jpg

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