{"title":"Identification of Most Stably Expressed Internal Control Genes for Normalization of Target Gene Expression in Buffalo Skin Tissue.","authors":"Ankita Gurao, Anurag Kumar, Namita Kumari, Rashi Vasisth, Manishi Mukesh, Vikas Vohra, Sanjay Kumar, Naresh Kumar, Ranjit Singh Kataria","doi":"10.1002/em.70038","DOIUrl":null,"url":null,"abstract":"<p><p>Water buffalo (Bubalus bubalis) skin exhibits unique morphological and physiological adaptations compared to other domestic bovines to enhance thermoregulation facilitated by abundant dermal melanin. Melanin synthesis and distribution, governed by the melanogenesis pathway and associated genes underpin coat color phenotypes and determine thermotolerance. The molecular mechanisms regulating pigmentation in buffalo skin remain underexplored as well as the reliable internal control genes (ICGs) for qPCR normalization. This study addresses the critical gap by systematically evaluating a panel of nine candidate reference genes for their expression stability in skin tissues from contrastingly pigmented buffaloes, jet-black Murrah and Nili Ravi (CC1) versus extensively white-spotted Nili Ravi (CC2). From the application of comprehensive statistical algorithms (deltaC<sub>q</sub>, NormFinder, geNorm, BestKeeper), the combination of GAPDH, EEF1A1, and RPS23 emerged as the most stable reference gene set for normalization. Validation using key melanogenesis genes (KIT and TYR) confirmed that normalization with this trio yields consistent and biologically relevant expression profiles, with KIT robustly downregulated in white versus black skin. The recommended reference gene combination ensures robust normalization in gene expression profiling of melanogenesis-related genes in buffalo skin tissue.</p>","PeriodicalId":11791,"journal":{"name":"Environmental and Molecular Mutagenesis","volume":" ","pages":"e70038"},"PeriodicalIF":2.7000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental and Molecular Mutagenesis","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1002/em.70038","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/11/6 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Water buffalo (Bubalus bubalis) skin exhibits unique morphological and physiological adaptations compared to other domestic bovines to enhance thermoregulation facilitated by abundant dermal melanin. Melanin synthesis and distribution, governed by the melanogenesis pathway and associated genes underpin coat color phenotypes and determine thermotolerance. The molecular mechanisms regulating pigmentation in buffalo skin remain underexplored as well as the reliable internal control genes (ICGs) for qPCR normalization. This study addresses the critical gap by systematically evaluating a panel of nine candidate reference genes for their expression stability in skin tissues from contrastingly pigmented buffaloes, jet-black Murrah and Nili Ravi (CC1) versus extensively white-spotted Nili Ravi (CC2). From the application of comprehensive statistical algorithms (deltaCq, NormFinder, geNorm, BestKeeper), the combination of GAPDH, EEF1A1, and RPS23 emerged as the most stable reference gene set for normalization. Validation using key melanogenesis genes (KIT and TYR) confirmed that normalization with this trio yields consistent and biologically relevant expression profiles, with KIT robustly downregulated in white versus black skin. The recommended reference gene combination ensures robust normalization in gene expression profiling of melanogenesis-related genes in buffalo skin tissue.
与其他家畜相比,水牛(Bubalus bubalis)的皮肤表现出独特的形态和生理适应性,通过丰富的真皮黑色素促进了体温调节。黑色素的合成和分布受黑色素形成途径和相关基因的控制,这些基因是毛色表型和耐热性的基础。水牛皮肤色素沉着的分子调控机制以及qPCR归一化的可靠内控基因(ICGs)仍未得到充分研究。本研究通过系统地评估9个候选内参基因在不同色素水牛皮肤组织中的表达稳定性,解决了这一关键空白,这些内参基因分别来自黑色Murrah和Nili Ravi (CC1)和广泛白色斑点的Nili Ravi (CC2)。从综合统计算法(deltaCq、NormFinder、geNorm、BestKeeper)的应用来看,GAPDH、EEF1A1和RPS23的组合是最稳定的归一化参考基因集。使用关键黑色素形成基因(KIT和TYR)验证证实,这三个基因的正常化产生一致的和生物学相关的表达谱,KIT在白色皮肤和黑色皮肤中显著下调。推荐的参考基因组合确保了水牛皮肤组织中黑色素生成相关基因的基因表达谱的稳健正常化。
期刊介绍:
Environmental and Molecular Mutagenesis publishes original research manuscripts, reviews and commentaries on topics related to six general areas, with an emphasis on subject matter most suited for the readership of EMM as outlined below. The journal is intended for investigators in fields such as molecular biology, biochemistry, microbiology, genetics and epigenetics, genomics and epigenomics, cancer research, neurobiology, heritable mutation, radiation biology, toxicology, and molecular & environmental epidemiology.