Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus

Thorough evaluation of normalization approaches is a fundamental aspect in real-time quantitative RT-PCR experiments to avoid artificial introduced intergroup variations. In our study, we tested three normalization strategies in an experimental data set derived from a toxicological exposure of Scoph...

Full description

Bibliographic Details
Published in:Marine Genomics
Main Authors: Urbatzka, R., Galante-Oliveira, S., Rocha, E., Castro, L. F. C., Cunha, I.
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2013
Subjects:
Online Access:http://hdl.handle.net/10773/24289
https://doi.org/10.1016/j.margen.2013.02.001
id ftria:oai:ria.ua.pt:10773/24289
record_format openpolar
spelling ftria:oai:ria.ua.pt:10773/24289 2023-05-15T18:15:42+02:00 Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus Urbatzka, R. Galante-Oliveira, S. Rocha, E. Castro, L. F. C. Cunha, I. 2013 http://hdl.handle.net/10773/24289 https://doi.org/10.1016/j.margen.2013.02.001 eng eng Elsevier info:eu-repo/grantAgreement/FCT/5876-PPCDTI/68885/PT 1874-7787 http://hdl.handle.net/10773/24289 doi:10.1016/j.margen.2013.02.001 restrictedAccess https://creativecommons.org/licenses/by/4.0/ CC-BY Normalization strategies Peroxisome proliferator-activated receptor agonist Real-time quantitative RT-PCR Reference genes Scophthalmus maximus Teleost fish article 2013 ftria https://doi.org/10.1016/j.margen.2013.02.001 2022-05-25T18:37:05Z Thorough evaluation of normalization approaches is a fundamental aspect in real-time quantitative RT-PCR experiments to avoid artificial introduced intergroup variations. In our study, we tested three normalization strategies in an experimental data set derived from a toxicological exposure of Scophthalmus maximus to the peroxisome proliferator-activated receptor alpha (PPARα) agonist WY-14643. Juvenile turbots were exposed by repeated injections to 5. mg or 50. mg WY-14643/kg, and liver samples were taken at day 1, 7 and 21. Specifically, the mRNA expression of peroxiredoxin 5 (prdx5) was normalized to the cDNA content, to the mRNA expression of single reference genes (b-actin, b-act; elongation factor 1 α, ef1a; glyceraldehyde-3-phosphate dehydrogenase, gapdh; ribosomal protein L8, rpl8; tata-box binding protein, tbp; tubulin beta 2C chain, tubb2c; ubiquitin-conjugating enzyme E2L 3, ub2l3) or to a combination of multiple reference genes using geNorm, BestKeeper or NormFinder algorithms.Four single reference genes ( ef1a, rpl8, tubb2c, tbp) did not show any significant differences between the treatment groups over time, while significant intergroup variations were observed for cDNA content, gapdh, b-act and ub2l3. The normalization of prdx5 to the valid (not altered) single reference genes led to significant up-regulated ( prdx5/. rpl8), not-regulated ( prdx5/. ef1a; prdx5/. tbp) or down-regulated ( prdx5/. tubb2c) mRNA expression pattern. The multiple reference gene approaches resulted in different rankings and combinations of the most stable expressed reference genes (geNorm: ef1a>. rpl8>. b-act; BestKeeper: ub2l3>. gapdh>. ef1a; NormFinder: b-act>. ef1a). However, the normalization with the three multiple reference gene procedures demonstrated consistent expression pattern with a significant up-regulation of prdx5 in response to the higher concentration after 21. days.Concluding, even if not yet established as "gold" standard for expression profiling in environmental toxicology or physiology ... Article in Journal/Newspaper Scophthalmus maximus Repositório Institucional da Universidade de Aveiro (RIA) Marine Genomics 10 17 25
institution Open Polar
collection Repositório Institucional da Universidade de Aveiro (RIA)
op_collection_id ftria
language English
topic Normalization strategies
Peroxisome proliferator-activated receptor agonist
Real-time quantitative RT-PCR
Reference genes
Scophthalmus maximus
Teleost fish
spellingShingle Normalization strategies
Peroxisome proliferator-activated receptor agonist
Real-time quantitative RT-PCR
Reference genes
Scophthalmus maximus
Teleost fish
Urbatzka, R.
Galante-Oliveira, S.
Rocha, E.
Castro, L. F. C.
Cunha, I.
Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus
topic_facet Normalization strategies
Peroxisome proliferator-activated receptor agonist
Real-time quantitative RT-PCR
Reference genes
Scophthalmus maximus
Teleost fish
description Thorough evaluation of normalization approaches is a fundamental aspect in real-time quantitative RT-PCR experiments to avoid artificial introduced intergroup variations. In our study, we tested three normalization strategies in an experimental data set derived from a toxicological exposure of Scophthalmus maximus to the peroxisome proliferator-activated receptor alpha (PPARα) agonist WY-14643. Juvenile turbots were exposed by repeated injections to 5. mg or 50. mg WY-14643/kg, and liver samples were taken at day 1, 7 and 21. Specifically, the mRNA expression of peroxiredoxin 5 (prdx5) was normalized to the cDNA content, to the mRNA expression of single reference genes (b-actin, b-act; elongation factor 1 α, ef1a; glyceraldehyde-3-phosphate dehydrogenase, gapdh; ribosomal protein L8, rpl8; tata-box binding protein, tbp; tubulin beta 2C chain, tubb2c; ubiquitin-conjugating enzyme E2L 3, ub2l3) or to a combination of multiple reference genes using geNorm, BestKeeper or NormFinder algorithms.Four single reference genes ( ef1a, rpl8, tubb2c, tbp) did not show any significant differences between the treatment groups over time, while significant intergroup variations were observed for cDNA content, gapdh, b-act and ub2l3. The normalization of prdx5 to the valid (not altered) single reference genes led to significant up-regulated ( prdx5/. rpl8), not-regulated ( prdx5/. ef1a; prdx5/. tbp) or down-regulated ( prdx5/. tubb2c) mRNA expression pattern. The multiple reference gene approaches resulted in different rankings and combinations of the most stable expressed reference genes (geNorm: ef1a>. rpl8>. b-act; BestKeeper: ub2l3>. gapdh>. ef1a; NormFinder: b-act>. ef1a). However, the normalization with the three multiple reference gene procedures demonstrated consistent expression pattern with a significant up-regulation of prdx5 in response to the higher concentration after 21. days.Concluding, even if not yet established as "gold" standard for expression profiling in environmental toxicology or physiology ...
format Article in Journal/Newspaper
author Urbatzka, R.
Galante-Oliveira, S.
Rocha, E.
Castro, L. F. C.
Cunha, I.
author_facet Urbatzka, R.
Galante-Oliveira, S.
Rocha, E.
Castro, L. F. C.
Cunha, I.
author_sort Urbatzka, R.
title Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus
title_short Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus
title_full Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus
title_fullStr Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus
title_full_unstemmed Normalization strategies for gene expression studies by real-time PCR in a marine fish species, Scophthalmus maximus
title_sort normalization strategies for gene expression studies by real-time pcr in a marine fish species, scophthalmus maximus
publisher Elsevier
publishDate 2013
url http://hdl.handle.net/10773/24289
https://doi.org/10.1016/j.margen.2013.02.001
genre Scophthalmus maximus
genre_facet Scophthalmus maximus
op_relation info:eu-repo/grantAgreement/FCT/5876-PPCDTI/68885/PT
1874-7787
http://hdl.handle.net/10773/24289
doi:10.1016/j.margen.2013.02.001
op_rights restrictedAccess
https://creativecommons.org/licenses/by/4.0/
op_rightsnorm CC-BY
op_doi https://doi.org/10.1016/j.margen.2013.02.001
container_title Marine Genomics
container_volume 10
container_start_page 17
op_container_end_page 25
_version_ 1766188890575601664