Literature DB >> 33705394

Validation of suitable genes for normalization of diurnal gene expression studies in Chenopodium quinoa.

Nathaly Maldonado-Taipe1, Dilan S R Patirange1, Sandra M Schmöckel2,3, Christian Jung1, Nazgol Emrani1.   

Abstract

Quinoa depicts high nutritional quality and abiotic stress resistance, attracting strong interest in the last years. To unravel the function of candidate genes for agronomically relevant traits, studying their transcriptional activities by RT-qPCR is an important experimental approach. The accuracy of such experiments strongly depends on precise data normalization. To date, validation of potential candidate genes for normalization of diurnal expression studies has not been performed in C. quinoa. We selected eight candidate genes based on transcriptome data and literature survey, including conventionally used reference genes. We used three statistical algorithms (BestKeeper, geNorm and NormFinder) to test their stability and added further validation by a simulation-based strategy. We demonstrated that using different reference genes, including those top ranked by stability, causes significant differences among the resulting diurnal expression patterns. Our results show that isocitrate dehydrogenase enzyme (IDH-A) and polypyrimidine tract-binding protein (PTB) are suitable genes to normalize diurnal expression data of two different quinoa accessions. Moreover, we validated our reference genes by normalizing two known diurnally regulated genes, BTC1 and BBX19. The validated reference genes obtained in this study will improve the accuracy of RT-qPCR data normalization and facilitate gene expression studies in quinoa.

Entities:  

Year:  2021        PMID: 33705394      PMCID: PMC7951847          DOI: 10.1371/journal.pone.0233821

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  33 in total

1.  Housekeeping genes as internal standards: use and limits.

Authors:  O Thellin; W Zorzi; B Lakaye; B De Borman; B Coumans; G Hennen; T Grisar; A Igout; E Heinen
Journal:  J Biotechnol       Date:  1999-10-08       Impact factor: 3.307

2.  The genome of Chenopodium quinoa.

Authors:  David E Jarvis; Yung Shwen Ho; Damien J Lightfoot; Sandra M Schmöckel; Bo Li; Theo J A Borm; Hajime Ohyanagi; Katsuhiko Mineta; Craig T Michell; Noha Saber; Najeh M Kharbatia; Ryan R Rupper; Aaron R Sharp; Nadine Dally; Berin A Boughton; Yong H Woo; Ge Gao; Elio G W M Schijlen; Xiujie Guo; Afaque A Momin; Sónia Negrão; Salim Al-Babili; Christoph Gehring; Ute Roessner; Christian Jung; Kevin Murphy; Stefan T Arold; Takashi Gojobori; C Gerard van der Linden; Eibertus N van Loo; Eric N Jellen; Peter J Maughan; Mark Tester
Journal:  Nature       Date:  2017-02-08       Impact factor: 49.962

3.  Study of some physicochemical and functional properties of quinoa (chenopodium quinoa willd) protein isolates.

Authors:  Lilian E Abugoch; Nalda Romero; Cristián A Tapia; Jorge Silva; Mónica Rivera
Journal:  J Agric Food Chem       Date:  2008-05-20       Impact factor: 5.279

Review 4.  The Importance of the Circadian Clock in Regulating Plant Metabolism.

Authors:  Jin A Kim; Hyun-Soon Kim; Seo-Hwa Choi; Ji-Young Jang; Mi-Jeong Jeong; Soo In Lee
Journal:  Int J Mol Sci       Date:  2017-12-11       Impact factor: 5.923

5.  Selection and Validation of Novel RT-qPCR Reference Genes under Hormonal Stimuli and in Different Tissues of Santalum album.

Authors:  Haifeng Yan; Yueya Zhang; Yuping Xiong; Qingwei Chen; Hanzhi Liang; Meiyun Niu; Beiyi Guo; Mingzhi Li; Xinhua Zhang; Yuan Li; Jaime A Teixeira da Silva; Guohua Ma
Journal:  Sci Rep       Date:  2018-11-30       Impact factor: 4.379

6.  Kingdom-wide comparison reveals the evolution of diurnal gene expression in Archaeplastida.

Authors:  Camilla Ferrari; Sebastian Proost; Marcin Janowski; Jörg Becker; Zoran Nikoloski; Debashish Bhattacharya; Dana Price; Takayuki Tohge; Arren Bar-Even; Alisdair Fernie; Mark Stitt; Marek Mutwil
Journal:  Nat Commun       Date:  2019-02-13       Impact factor: 14.919

7.  Chenopodium ficifolium flowers under long days without upregulation of FLOWERING LOCUS T (FT) homologs.

Authors:  Helena Štorchová; Helena Hubáčková; Oushadee A J Abeyawardana; Jana Walterová; Zuzana Vondráková; Kateřina Eliášová; Bohumil Mandák
Journal:  Planta       Date:  2019-10-04       Impact factor: 4.116

8.  Validation of potential reference genes for qPCR in maize across abiotic stresses, hormone treatments, and tissue types.

Authors:  Yueai Lin; Chenlu Zhang; Hai Lan; Shibin Gao; Hailan Liu; Jian Liu; Moju Cao; Guangtang Pan; Tingzhao Rong; Suzhi Zhang
Journal:  PLoS One       Date:  2014-05-08       Impact factor: 3.240

9.  Selection of reference genes for diurnal and developmental time-course real-time PCR expression analyses in lettuce.

Authors:  Tiziana Sgamma; Judith Pape; Andrea Massiah; Stephen Jackson
Journal:  Plant Methods       Date:  2016-03-22       Impact factor: 4.993

10.  Two CONSTANS-LIKE genes jointly control flowering time in beet.

Authors:  Nadine Dally; Maike Eckel; Alfred Batschauer; Nadine Höft; Christian Jung
Journal:  Sci Rep       Date:  2018-10-31       Impact factor: 4.379

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