Selection and Validation of the Most Suitable Reference Genes for Quantitative Real-Time PCR Normalization in Salvia rosmarinus under In Vitro Conditions

被引:3
|
作者
Bharati, Rohit [1 ]
Sen, Madhab Kumar [2 ]
Kumar, Ram [3 ]
Gupta, Aayushi [4 ]
Sur, Vishma Pratap [5 ]
Melnikovova, Ingrid [1 ]
Fernandez-Cusimamani, Eloy [1 ]
机构
[1] Czech Univ Life Sci Prague, Fac Trop AgriSci, Dept Crop Sci & Agroforestry, Kamycka 129, Prague 16500 6, Czech Republic
[2] Czech Univ Life Sci Prague, Fac Agrobiol Food & Nat Resources, Dept Agroecol & Crop Prod, Kamycka 129, Prague 165006, Czech Republic
[3] Czech Univ Life Sci Prague, Fac Agrobiol Food & Nat Resources, Dept Plant Protect, Kamycka 129, Prague 165006, Czech Republic
[4] Czech Univ Life Sci Prague, Fac Agrobiol Food & Nat Resources, Dept Bot & Plant Physiol, Kamycka 129, Prague 165006, Czech Republic
[5] Czech Acad Sci, Lab Reprod Biol, BIOCEV, Inst Biotechnol, Prumyslova 595, Vestec 25250, Czech Republic
来源
PLANTS-BASEL | 2022年 / 11卷 / 21期
关键词
housekeeping genes; plant tissue culture; nanoparticle; real-time PCR; rosemary; secondary metabolite; reference genes; SECONDARY METABOLITES; HOUSEKEEPING GENES; PLANT;
D O I
10.3390/plants11212878
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Salvia rosmarinus L. (rosemary) is known to have a wide range of pharmacological effects including antidiabetic, anticarcinogenic, and antitumorigenic properties owing to its secondary metabolites. Studies aiming to elevate these metabolites have utilized various elicitors and stresses under in vitro conditions, although underlying molecular mechanisms remain unexplored. Gene expression studies using RT-qPCR might provide valuable information regarding how plant and plant cells interact and perceive various treatments and elicitors. However, despite being able to calculate accurate fold changes, the accuracy of the RT-qPCR data highly depends on the expression of reference genes. To the best of our knowledge, there is no information available on the stable reference genes in rosemary under in vitro conditions. Thus, in this paper, we assessed the stability of seven commonly used reference genes under different elicitor and stress conditions using RT-qPCR. Thereafter, the five most commonly used software and algorithms (comparative Delta Ct, BestKeeper, NormFinder, geNorm, and RefFinder) were used to rank the candidates based on their expression stabilities. In conclusion, we recommend using a combination of F1-ATPase, ATP synthase and ACCase to normalize the gene expression experiments in rosemary under in vitro conditions. The selected reference genes were verified using 4-coumarate-CoA ligase, a pharmacologically important gene, whose expression might alter under nanoparticle treatment. Additionally, reference genes for several plant tissues, elicitors, and stresses are also proposed. The conclusions obtained from this current study will accelerate the future molecular work in S. rosmarinus and other related species.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Selection and validation of garlic reference genes for quantitative real-time PCR normalization
    Liu, Min
    Wu, Zhen
    Jiang, Fangling
    PLANT CELL TISSUE AND ORGAN CULTURE, 2015, 122 (02) : 435 - 444
  • [2] Selection of Suitable Reference Genes for Quantitative Real-Time PCR Normalization in Human Stem Cell Research
    Ayanoglu, Fatma Betul
    Elcin, Ayse Eser
    Elcin, Yasar Murat
    CELL BIOLOGY AND TRANSLATIONAL MEDICINE, VOL 4: STEM CELLS AND CELL BASED STRATEGIES IN REGENERATION, 2018, 1119 : 151 - 168
  • [3] Selection and validation of reference genes for quantitative real-time PCR in Rosmarinus officinalis L. in various tissues and under elicitation
    Aminfar, Zahra
    Rabiei, Babak
    Tohidfar, Masoud
    Mirjalili, Mohammad Hossein
    BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY, 2019, 20
  • [4] Selection and validation of garlic reference genes for quantitative real-time PCR normalization
    Min Liu
    Zhen Wu
    Fangling Jiang
    Plant Cell, Tissue and Organ Culture (PCTOC), 2015, 122 : 435 - 444
  • [5] Selection of suitable reference genes for quantitive real-time PCR normalization in Miscanthus lutarioriparia
    Cheng, Teng
    Zhu, Fenglin
    Sheng, Jiajing
    Zhao, Lingling
    Zhou, Fasong
    Hu, Zhongli
    Diao, Ying
    Jin, Surong
    MOLECULAR BIOLOGY REPORTS, 2019, 46 (04) : 4545 - 4553
  • [6] Selection and validation of reference genes for the normalization of quantitative real-time PCR in different muscle tissues of rabbits
    Ni, Mengke
    Li, Zhichao
    Li, Jing
    He, Hui
    Wang, Yaling
    Jiang, Yixuan
    Wang, Xianwei
    Li, Zhuanjian
    Li, Ming
    Xu, Huifen
    BMC ZOOLOGY, 2022, 7 (01)
  • [7] Selection of Suitable Reference Genes for Quantitative Real-time PCR in Sapium sebiferum
    Chen, Xue
    Mao, Yingji
    Huang, Shengwei
    Ni, Jun
    Lu, Weili
    Hou, Jinyan
    Wang, Muting
    Zhao, Weiwei
    Li, Minghao
    Wang, Qiaojian
    Wu, Lifang
    FRONTIERS IN PLANT SCIENCE, 2017, 8
  • [8] Selection and validation of appropriate reference genes for quantitative real-time PCR analysis in Salvia hispanica
    Gopalam, Rahul
    Rupwate, Sunny D.
    Tumaney, Ajay W.
    PLOS ONE, 2017, 12 (11):
  • [9] Systematic selection and validation of suitable reference genes for quantitative real-time PCR normalization studies of gene expression in Nitraria tangutorum
    Wang, Bo
    Duan, Huirong
    Chong, Peifang
    Su, Shiping
    Shan, Lishan
    Yi, Dan
    Wang, Lirong
    Li, Yi
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [10] Identification and validation of Aeluropus littoralis reference genes for Quantitative Real-Time PCR Normalization
    Hashemi, Seyyed Hamidreza
    Nematzadeh, Ghorbanali
    Ahmadian, Gholamreza
    Yamchi, Ahad
    Kuhlmann, Markus
    JOURNAL OF BIOLOGICAL RESEARCH-THESSALONIKI, 2016, 23