Evidence map›Paper›PMID 33705394›Full record

ArticlePloS one2021

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

Nathaly Maldonado-Taipe, Dilan S R Patirange, Sandra M Schmöckel, Christian Jung, Nazgol Emrani

Abstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Reference Gene Stability inInternational journal of molecular sciences · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Nathaly Maldonado-TaipePlant Breeding Institute, Christian-Albrechts-University of Kiel, Kiel, Germany.
Dilan S R PatirangePlant Breeding Institute, Christian-Albrechts-University of Kiel, Kiel, Germany.
Sandra M SchmöckelKing Abdullah University of Science and Technology (KAUST), Biological and Environmental Sciences & Engineering Division (BESE), Thuwal, Saudi Arabia.
Christian JungPlant Breeding Institute, Christian-Albrechts-University of Kiel, Kiel, Germany.
Nazgol EmraniPlant Breeding Institute, Christian-Albrechts-University of Kiel, Kiel, Germany.ORCID 0000-0001-5673-3957

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Gene Expression Regulation, PlantAlgorithmsChenopodium quinoaIsocitrate DehydrogenasePlant ProteinsPolypyrimidine Tract-Binding ProteinReal-Time Polymerase Chain ReactionRNA, PlantTranscriptomeIsocitrate DehydrogenasePlant ProteinsPolypyrimidine Tract-Binding ProteinRNA, Plant

Identifiers

PMID33705394
PMCPMC7951847

What Socratic holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.