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
  • [41] Identification and validation of suitable reference genes for quantitative real-time PCR gene expression analysis in pregnant human myometrium
    Arrowsmith, Sarah
    MOLECULAR BIOLOGY REPORTS, 2021, 48 (01) : 413 - 423
  • [42] Validation of Reference Genes for Quantitative Real-Time PCR in Laodelphax striatellus
    He Xiu-ting
    Liu Cheng-cheng
    Li Zhao-qun
    Zhang Zan
    Li Guo-qing
    Li Fei
    Dong Shuang-lin
    JOURNAL OF INTEGRATIVE AGRICULTURE, 2014, 13 (04) : 811 - 818
  • [43] Evaluation of reference genes for quantitative real-time PCR normalization in cotton bollworm Helicoverpa armigera
    Chandra, G. Sharath
    Asokan, R.
    Manamohan, M.
    Kumar, N. K. Krishna
    Sita, T.
    MOLECULAR BIOLOGY, 2014, 48 (06) : 813 - 822
  • [44] Selection and validation of reference genes for quantitative real-time PCR in the green microalgae Tetraselmis chui
    Torres, Sonia
    Lama, Carmen
    Mantecon, Lalia
    Flemetakis, Emmanouil
    Infante, Carlos
    PLOS ONE, 2021, 16 (01):
  • [45] Systematic selection and validation of appropriate reference genes for gene expression studies by quantitative real-time PCR in pear
    Xu, Yuanyuan
    Li, Hui
    Li, Xiaogang
    Lin, Jing
    Wang, Zhonghua
    Yang, Qingsong
    Chang, Youhong
    ACTA PHYSIOLOGIAE PLANTARUM, 2015, 37 (02)
  • [46] Selection and Validation of Reference Genes for Quantitative Real-Time PCR Analysis in Cockroach Parasitoid Tetrastichus hagenowii (Ratzeburg)
    Dong, Renke
    Cao, Fengming
    Yu, Jincong
    Yuan, Yuan
    Wang, Jiahui
    Li, Zining
    Zhu, Chunxue
    Li, Sheng
    Li, Na
    INSECTS, 2024, 15 (09)
  • [47] Evaluation of putative reference genes for quantitative real-time PCR normalization in Lilium regale during development and under stress
    Liu, Qiang
    Wei, Chi
    Zhang, Ming-Fang
    Jia, Gui-Xia
    PEERJ, 2016, 4
  • [48] Selection and validation of reference genes for quantitative real-time PCR analysis under different experimental conditions in the leafminer Liriomyza trifolii (Diptera: Agromyzidae)
    Chang, Ya-Wen
    Chen, Jing-Yun
    Lu, Ming-Xing
    Gao, Yuan
    Tian, Zi-Hua
    Gong, Wei-Rong
    Zhu, Wei
    Du, Yu-Zhou
    PLOS ONE, 2017, 12 (07):
  • [49] Validation of reference genes for real-time quantitative PCR in Brachiaria grass under salt stress
    Silva, Flaive Loyze Baldassarini
    dos Santos, Tiago Benedito
    Figueiredo, Mayara de Oliveira Vidotto
    Cacefo, Viviane
    Vieira, Luiz Gonzaga Esteves
    Ribas, Alessandra Ferreira
    PLANT GENE, 2021, 27
  • [50] Evaluation and Validation of Reference Genes for Normalization of Quantitative Real-Time PCR Based Gene Expression Studies in Peanut
    Reddy, Dumbala Srinivas
    Bhatnagar-Mathur, Pooja
    Cindhuri, Katamreddy Sri
    Sharma, Kiran K.
    PLOS ONE, 2013, 8 (10):