Literature DB >> 34333545

An optimized protocol for stepwise optimization of real-time RT-PCR analysis.

Fangzhou Zhao1,2, Nathan A Maren2,3, Pawel Z Kosentka2, Ying-Yu Liao4, Hongyan Lu2,5, James R Duduit2, Debao Huang2, Hamid Ashrafi2, Tuanjie Zhao1, Alejandra I Huerta4, Thomas G Ranney3, Wusheng Liu6.   

Abstract

Computational tool-assisted primer design for real-time reverse transcription (RT) PCR (qPCR) analysis largely ignores the sequence similarities between sequences of homologous genes in a plant genome. It can lead to false confidence in the quality of the designed primers, which sometimes results in skipping the optimization steps for qPCR. However, the optimization of qPCR parameters plays an essential role in the efficiency, specificity, and sensitivity of each gene's primers. Here, we proposed an optimized approach to sequentially optimizing primer sequences, annealing temperatures, primer concentrations, and cDNA concentration range for each reference (and target) gene. Our approach started with a sequence-specific primer design that should be based on the single-nucleotide polymorphisms (SNPs) present in all the homologous sequences for each of the reference (and target) genes under study. By combining the efficiency calibrated and standard curve methods with the 2-ΔΔCt method, the standard cDNA concentration curve with a logarithmic scale was obtained for each primer pair for each gene. As a result, an R2 ≥ 0.9999 and the efficiency (E) = 100 ± 5% should be achieved for the best primer pair of each gene, which serve as the prerequisite for using the 2-ΔΔCt method for data analysis. We applied our newly developed approach to identify the best reference genes in different tissues and at various inflorescence developmental stages of Tripidium ravennae, an ornamental and biomass grass, and validated their utility under varying abiotic stress conditions. We also applied this approach to test the expression stability of six reference genes in soybean under biotic stress treatment with Xanthomonas axonopodis pv. glycines (Xag). Thus, these case studies demonstrated the effectiveness of our optimized protocol for qPCR analysis.
© 2021. The Author(s).

Entities:  

Year:  2021        PMID: 34333545     DOI: 10.1038/s41438-021-00616-w

Source DB:  PubMed          Journal:  Hortic Res        ISSN: 2052-7276            Impact factor:   6.793


  50 in total

1.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.

Authors:  K J Livak; T D Schmittgen
Journal:  Methods       Date:  2001-12       Impact factor: 3.608

2.  Analyzing real-time PCR data by the comparative C(T) method.

Authors:  Thomas D Schmittgen; Kenneth J Livak
Journal:  Nat Protoc       Date:  2008       Impact factor: 13.491

Review 3.  Normalization of qRT-PCR data: the necessity of adopting a systematic, experimental conditions-specific, validation of references.

Authors:  Stéphanie Guénin; Mélanie Mauriat; Jérôme Pelloux; Olivier Van Wuytswinkel; Catherine Bellini; Laurent Gutierrez
Journal:  J Exp Bot       Date:  2009       Impact factor: 6.992

4.  Letter: D-penicillamine and haemolytic anaemia.

Authors:  W H Lyle
Journal:  Lancet       Date:  1976-02-21       Impact factor: 79.321

5.  MRPrimerW2: an enhanced tool for rapid design of valid high-quality primers with multiple search modes for qPCR experiments.

Authors:  Hajin Jeon; Jeongmin Bae; Sang-Hyun Hwang; Kyu-Young Whang; Hyun-Seob Lee; Hyerin Kim; Min-Soo Kim
Journal:  Nucleic Acids Res       Date:  2019-07-02       Impact factor: 16.971

6.  MRPrimerW: a tool for rapid design of valid high-quality primers for multiple target qPCR experiments.

Authors:  Hyerin Kim; NaNa Kang; KyuHyeon An; JaeHyung Koo; Min-Soo Kim
Journal:  Nucleic Acids Res       Date:  2016-05-06       Impact factor: 16.971

7.  PrimerBank: a resource of human and mouse PCR primer pairs for gene expression detection and quantification.

Authors:  Athanasia Spandidos; Xiaowei Wang; Huajun Wang; Brian Seed
Journal:  Nucleic Acids Res       Date:  2009-11-11       Impact factor: 16.971

8.  Primer3Plus, an enhanced web interface to Primer3.

Authors:  Andreas Untergasser; Harm Nijveen; Xiangyu Rao; Ton Bisseling; René Geurts; Jack A M Leunissen
Journal:  Nucleic Acids Res       Date:  2007-05-07       Impact factor: 16.971

9.  qPrimerDB: a thermodynamics-based gene-specific qPCR primer database for 147 organisms.

Authors:  Kun Lu; Tian Li; Jian He; Wei Chang; Rui Zhang; Miao Liu; Mengna Yu; Yonghai Fan; Jinqi Ma; Wei Sun; Cunmin Qu; Liezhao Liu; Nannan Li; Ying Liang; Rui Wang; Wei Qian; Zhanglin Tang; Xinfu Xu; Bo Lei; Kai Zhang; Jiana Li
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

10.  Oli2go: an automated multiplex oligonucleotide design tool.

Authors:  Michaela Hendling; Stephan Pabinger; Konrad Peters; Noa Wolff; Rick Conzemius; Ivan Barišic
Journal:  Nucleic Acids Res       Date:  2018-07-02       Impact factor: 16.971

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  6 in total

1.  Coordinated transcriptional regulation of the carotenoid biosynthesis contributes to fruit lycopene content in high-lycopene tomato genotypes.

Authors:  James R Duduit; Pawel Z Kosentka; Morgan A Miller; Barbara Blanco-Ulate; Marcello S Lenucci; Dilip R Panthee; Penelope Perkins-Veazie; Wusheng Liu
Journal:  Hortic Res       Date:  2022-06-01       Impact factor: 7.291

2.  RT-qPCR Detection of SARS-CoV-2: No Need for a Dedicated Reverse Transcription Step.

Authors:  Stephen A Bustin; Gregory L Shipley; Sara Kirvell; Reinhold Mueller; Tania Nolan
Journal:  Int J Mol Sci       Date:  2022-01-24       Impact factor: 5.923

3.  Identification of Novel Genomic Regions for Bacterial Leaf Pustule (BLP) Resistance in Soybean (Glycine max L.) via Integrating Linkage Mapping and Association Analysis.

Authors:  Fangzhou Zhao; Wei Cheng; Yanan Wang; Xuewen Gao; Debao Huang; Jiejie Kong; Augustine Antwi-Boasiako; Lingyi Zheng; Wenliang Yan; Fangguo Chang; Keke Kong; Ying-Yu Liao; Alejandra I Huerta; Wusheng Liu; Mengchen Zhang; Tuanjie Zhao
Journal:  Int J Mol Sci       Date:  2022-02-14       Impact factor: 5.923

4.  Integrated mRNA and Small RNA Sequencing Reveals a microRNA Regulatory Network Associated with Starch Biosynthesis in Lotus (Nelumbo nucifera Gaertn.) Rhizomes.

Authors:  Yamei Zhu; Shuping Zhao; Kangming Deng; Peng Wu; Kai Feng; Liangjun Li
Journal:  Int J Mol Sci       Date:  2022-07-09       Impact factor: 6.208

5.  Lilium pumilum stress-responsive NAC transcription factor LpNAC17 enhances salt stress tolerance in tobacco.

Authors:  Yiping Wang; Ying Cui; Bin Liu; Ying Wang; Shaoying Sun; Jingwen Wang; Mengmeng Tan; Hao Yan; Yanni Zhang
Journal:  Front Plant Sci       Date:  2022-09-02       Impact factor: 6.627

6.  Effects of Lactiplantibacillus plantarum 19-2 on immunomodulatory function and gut microbiota in mice.

Authors:  Xiaoran Wang; Jilang Tang; Shixia Zhang; Nuannuan Zhang
Journal:  Front Microbiol       Date:  2022-08-04       Impact factor: 6.064

  6 in total

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