D. Wysocka, P. Sobiech, Magdalena Herudzińska, Mateusz Sachajko, C. Pareek
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Methods: Based on the RNA-seq experimental data, we investigated the candidate genes ( SOD1, SOD2, SOD3, GPx2, GPx3, GPx5, GPx6, GPx7, GPx8, BDH1, FN1, ACSL3 , HMGCL, HMGCS2, BDH2, ACSL6 , ACAT2, IDH3B, ACAT1, HMGCS1, ACSL4 , ACSL1 , PC, CPT1A, OXCT1 and ACSL5 respectively) expressions in liver and pituitary gland tissues of Polish HF and Polish Red cattle. The RNA-seq experimental design comprised of young bulls aged between 6 to 12 months were investigated. For each breed, six liver and six pituitary gland tissues were sequenced using Next-seq 500 illumina platform. The RNA-seq expression data were normalized by the reads per kilobase of exon per million reads mapped (RPKM) method. Results: By comparing the RNA-seq data of liver and pituitary gland tissues, the investigated candidate genes were highly expressed in the hepatic tissues than to pituitary gland in investigated cattle breeds. However, by comparing the Polish HF and Polish Red cattle breeds, results revealed a similar trend of gene expression profiling of all investigated candidate genes for both metabolic tissues. In case of hepatic gene expression profiling, the SOD1, FN1, HMGCL, HMGCS2, ACAT2, ACAT1, HMGCS1, ACSL1 and ACSL5 were highly expressed (FPKM values of >40), followed by SOD2, GPX3, IDH3B, PC and BDH2 as moderately expressed (FPKM values: >10 to 40), followed by SOD2, GPX8, IDH3B, ACAT1, ACSL4 and PC as moderately expressed (FPKM values: >10 to <40), and averagely expressed SOD3, GPX3,GPX5, GPX6, GPX7, GPX2, BDH1, BDH2, ACSL3 , ACSL6 , CPT1A, OXCT1, FN1, HMGCL, HMGCS2, ACAT2, ACAT1, HMGCS1, ACSL1 and ACSL5 respectively, in Polish HF and Polish Red breeds. Conclusions: Based on this presented results on hepatic and pituitary gland gene expression, a further research plan is an essential pre-requisite to validate the identified candidate genes. Study indicated the understanding the genetic factors that predispose metabolic disorders in cattle would benefit the dairy industry as a whole by providing producers, breeding services, and veterinarians a tool to forecast a cow’s susceptibility to metabolic disorders.","PeriodicalId":402923,"journal":{"name":"Translational Research in Veterinary Science","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Investigation of candidate genes for metabolic disorders expressed in liver and pituitary gland by comparing the RNA-seq data of Polish-HF and Polish-Red cattle\",\"authors\":\"D. Wysocka, P. Sobiech, Magdalena Herudzińska, Mateusz Sachajko, C. 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Methods: Based on the RNA-seq experimental data, we investigated the candidate genes ( SOD1, SOD2, SOD3, GPx2, GPx3, GPx5, GPx6, GPx7, GPx8, BDH1, FN1, ACSL3 , HMGCL, HMGCS2, BDH2, ACSL6 , ACAT2, IDH3B, ACAT1, HMGCS1, ACSL4 , ACSL1 , PC, CPT1A, OXCT1 and ACSL5 respectively) expressions in liver and pituitary gland tissues of Polish HF and Polish Red cattle. The RNA-seq experimental design comprised of young bulls aged between 6 to 12 months were investigated. For each breed, six liver and six pituitary gland tissues were sequenced using Next-seq 500 illumina platform. The RNA-seq expression data were normalized by the reads per kilobase of exon per million reads mapped (RPKM) method. Results: By comparing the RNA-seq data of liver and pituitary gland tissues, the investigated candidate genes were highly expressed in the hepatic tissues than to pituitary gland in investigated cattle breeds. However, by comparing the Polish HF and Polish Red cattle breeds, results revealed a similar trend of gene expression profiling of all investigated candidate genes for both metabolic tissues. In case of hepatic gene expression profiling, the SOD1, FN1, HMGCL, HMGCS2, ACAT2, ACAT1, HMGCS1, ACSL1 and ACSL5 were highly expressed (FPKM values of >40), followed by SOD2, GPX3, IDH3B, PC and BDH2 as moderately expressed (FPKM values: >10 to 40), followed by SOD2, GPX8, IDH3B, ACAT1, ACSL4 and PC as moderately expressed (FPKM values: >10 to <40), and averagely expressed SOD3, GPX3,GPX5, GPX6, GPX7, GPX2, BDH1, BDH2, ACSL3 , ACSL6 , CPT1A, OXCT1, FN1, HMGCL, HMGCS2, ACAT2, ACAT1, HMGCS1, ACSL1 and ACSL5 respectively, in Polish HF and Polish Red breeds. Conclusions: Based on this presented results on hepatic and pituitary gland gene expression, a further research plan is an essential pre-requisite to validate the identified candidate genes. 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引用次数: 2
摘要
背景:代谢紊乱是奶牛的主要健康问题,特别是对高产奶牛。值得强调的是,代谢性疾病具有非常复杂的病因和发病机制,这些疾病对肝脏和脑垂体基因表达及机体氧化平衡的影响尚不完全清楚。本研究旨在确定和预测波兰HF和波兰红牛在维持氧化平衡、负氮平衡和酮症过程中肝脏和脑垂体潜在候选基因的表达。方法:基于RNA-seq实验数据,研究波兰HF和波兰红牛肝脏和垂体组织中候选基因(SOD1、SOD2、SOD3、GPx2、GPx3、GPx5、GPx6、GPx7、GPx8、BDH1、FN1、ACSL3、HMGCL、HMGCS2、BDH2、ACSL6、ACAT2、IDH3B、ACAT1、HMGCS1、ACSL4、ACSL1、PC、CPT1A、OXCT1和ACSL5)的表达情况。研究了6 ~ 12月龄公牛的RNA-seq实验设计。使用Next-seq 500 illumina平台对每个品种的6个肝脏和6个垂体组织进行测序。RNA-seq表达数据通过外显子每千碱基的reads per million reads mapped (RPKM)方法进行归一化。结果:通过比较肝脏和垂体组织的RNA-seq数据,在所研究的牛品种中,候选基因在肝组织中的表达比在垂体中的表达高。然而,通过比较波兰HF牛和波兰红牛品种,结果显示两种代谢组织的所有候选基因的基因表达谱趋势相似。在肝脏基因表达谱中,SOD1、FN1、HMGCL、HMGCS2、ACAT2、ACAT1、HMGCS1、ACSL1、ACSL5高表达(FPKM值>40),其次是SOD2、GPX3、IDH3B、PC、BDH2中等表达(FPKM值>10 ~ 40),其次是SOD2、GPX8、IDH3B、ACAT1、ACSL4、PC中等表达(FPKM值:>10 ~ <40),平均表达SOD3、GPX3、GPX5、GPX6、GPX7、GPX2、BDH1、BDH2、ACSL3、ACSL6、CPT1A、OXCT1、FN1、HMGCL、HMGCS2、ACAT2、ACAT1、HMGCS1、ACSL1和ACSL5。结论:基于肝脏和脑垂体基因表达的结果,进一步的研究计划是验证所鉴定的候选基因的必要前提。研究表明,了解易导致牛代谢紊乱的遗传因素将有利于整个乳制品行业,为生产者、育种服务和兽医提供预测牛对代谢紊乱易感性的工具。
Investigation of candidate genes for metabolic disorders expressed in liver and pituitary gland by comparing the RNA-seq data of Polish-HF and Polish-Red cattle
Background: Metabolic disorder is a major health problem in dairy cattle, particularly to high milk producing dairy cattle. It is worthily emphasized that metabolic diseases have a very complex etiology and pathogenesis, and the impact of these diseases on hepatic and pituitary gland gene expression and organism oxidative balance is not fully described. The presented study was aimed to determine and predict the hepatic and pituitary gland expression of potential candidate genes in context to maintenance of oxidative balance, negative nitrogen balance, as well as ketosis in Polish HF and Polish Red cattle. Methods: Based on the RNA-seq experimental data, we investigated the candidate genes ( SOD1, SOD2, SOD3, GPx2, GPx3, GPx5, GPx6, GPx7, GPx8, BDH1, FN1, ACSL3 , HMGCL, HMGCS2, BDH2, ACSL6 , ACAT2, IDH3B, ACAT1, HMGCS1, ACSL4 , ACSL1 , PC, CPT1A, OXCT1 and ACSL5 respectively) expressions in liver and pituitary gland tissues of Polish HF and Polish Red cattle. The RNA-seq experimental design comprised of young bulls aged between 6 to 12 months were investigated. For each breed, six liver and six pituitary gland tissues were sequenced using Next-seq 500 illumina platform. The RNA-seq expression data were normalized by the reads per kilobase of exon per million reads mapped (RPKM) method. Results: By comparing the RNA-seq data of liver and pituitary gland tissues, the investigated candidate genes were highly expressed in the hepatic tissues than to pituitary gland in investigated cattle breeds. However, by comparing the Polish HF and Polish Red cattle breeds, results revealed a similar trend of gene expression profiling of all investigated candidate genes for both metabolic tissues. In case of hepatic gene expression profiling, the SOD1, FN1, HMGCL, HMGCS2, ACAT2, ACAT1, HMGCS1, ACSL1 and ACSL5 were highly expressed (FPKM values of >40), followed by SOD2, GPX3, IDH3B, PC and BDH2 as moderately expressed (FPKM values: >10 to 40), followed by SOD2, GPX8, IDH3B, ACAT1, ACSL4 and PC as moderately expressed (FPKM values: >10 to <40), and averagely expressed SOD3, GPX3,GPX5, GPX6, GPX7, GPX2, BDH1, BDH2, ACSL3 , ACSL6 , CPT1A, OXCT1, FN1, HMGCL, HMGCS2, ACAT2, ACAT1, HMGCS1, ACSL1 and ACSL5 respectively, in Polish HF and Polish Red breeds. Conclusions: Based on this presented results on hepatic and pituitary gland gene expression, a further research plan is an essential pre-requisite to validate the identified candidate genes. Study indicated the understanding the genetic factors that predispose metabolic disorders in cattle would benefit the dairy industry as a whole by providing producers, breeding services, and veterinarians a tool to forecast a cow’s susceptibility to metabolic disorders.