Cargando…
Expression Stability Analysis of Candidate References for Normalization of RT-qPCR Data Using RefSeeker R package
When performing expression analysis either for coding RNA (e.g., mRNA) or non-coding RNA (e.g., miRNA), reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) is a widely used method. To normalize these data, one or more stable endogenous references must be identified. RefF...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Bio-Protocol
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501918/ https://www.ncbi.nlm.nih.gov/pubmed/37719076 http://dx.doi.org/10.21769/BioProtoc.4801 |
_version_ | 1785106210147532800 |
---|---|
author | Petersen, Patrick H.D. Lopacinska-Jørgensen, Joanna Høgdall, Claus K. Høgdall, Estrid V. |
author_facet | Petersen, Patrick H.D. Lopacinska-Jørgensen, Joanna Høgdall, Claus K. Høgdall, Estrid V. |
author_sort | Petersen, Patrick H.D. |
collection | PubMed |
description | When performing expression analysis either for coding RNA (e.g., mRNA) or non-coding RNA (e.g., miRNA), reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) is a widely used method. To normalize these data, one or more stable endogenous references must be identified. RefFinder is an online web-based tool using four almost universally used algorithms for assessing candidate endogenous references—delta-Ct, BestKeeper, geNorm, and Normfinder. However, the online interface is presently cumbersome and time consuming. We developed an R package, RefSeeker, which performs easy and straightforward RefFinder analysis by enabling raw data import and calculation of stability from each of the algorithms and provides data output tools to create graphs and tables. This protocol uses RefSeeker R package for fast and simple RefFinder stability analysis. Key features Perform stability analysis using five algorithms: Normfinder, geNorm, delta-Ct, BestKeeper, and RefFinder. Identification of endogenous references for normalization of RT-qPCR data. Create publication-ready graphs and tables output. Step-by-step guide dialog window for novice R users. |
format | Online Article Text |
id | pubmed-10501918 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Bio-Protocol |
record_format | MEDLINE/PubMed |
spelling | pubmed-105019182023-09-16 Expression Stability Analysis of Candidate References for Normalization of RT-qPCR Data Using RefSeeker R package Petersen, Patrick H.D. Lopacinska-Jørgensen, Joanna Høgdall, Claus K. Høgdall, Estrid V. Bio Protoc Methods Article When performing expression analysis either for coding RNA (e.g., mRNA) or non-coding RNA (e.g., miRNA), reverse transcription quantitative real-time polymerase chain reaction (RT-qPCR) is a widely used method. To normalize these data, one or more stable endogenous references must be identified. RefFinder is an online web-based tool using four almost universally used algorithms for assessing candidate endogenous references—delta-Ct, BestKeeper, geNorm, and Normfinder. However, the online interface is presently cumbersome and time consuming. We developed an R package, RefSeeker, which performs easy and straightforward RefFinder analysis by enabling raw data import and calculation of stability from each of the algorithms and provides data output tools to create graphs and tables. This protocol uses RefSeeker R package for fast and simple RefFinder stability analysis. Key features Perform stability analysis using five algorithms: Normfinder, geNorm, delta-Ct, BestKeeper, and RefFinder. Identification of endogenous references for normalization of RT-qPCR data. Create publication-ready graphs and tables output. Step-by-step guide dialog window for novice R users. Bio-Protocol 2023-09-05 /pmc/articles/PMC10501918/ /pubmed/37719076 http://dx.doi.org/10.21769/BioProtoc.4801 Text en ©Copyright : © 2023 The Authors; This is an open access article under the CC BY-NC license https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the CC BY-NC license ( https://creativecommons.org/licenses/by-nc/4.0/). |
spellingShingle | Methods Article Petersen, Patrick H.D. Lopacinska-Jørgensen, Joanna Høgdall, Claus K. Høgdall, Estrid V. Expression Stability Analysis of Candidate References for Normalization of RT-qPCR Data Using RefSeeker R package |
title | Expression Stability Analysis of Candidate References for
Normalization of RT-qPCR Data Using RefSeeker R package |
title_full | Expression Stability Analysis of Candidate References for
Normalization of RT-qPCR Data Using RefSeeker R package |
title_fullStr | Expression Stability Analysis of Candidate References for
Normalization of RT-qPCR Data Using RefSeeker R package |
title_full_unstemmed | Expression Stability Analysis of Candidate References for
Normalization of RT-qPCR Data Using RefSeeker R package |
title_short | Expression Stability Analysis of Candidate References for
Normalization of RT-qPCR Data Using RefSeeker R package |
title_sort | expression stability analysis of candidate references for
normalization of rt-qpcr data using refseeker r package |
topic | Methods Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501918/ https://www.ncbi.nlm.nih.gov/pubmed/37719076 http://dx.doi.org/10.21769/BioProtoc.4801 |
work_keys_str_mv | AT petersenpatrickhd expressionstabilityanalysisofcandidatereferencesfornormalizationofrtqpcrdatausingrefseekerrpackage AT lopacinskajørgensenjoanna expressionstabilityanalysisofcandidatereferencesfornormalizationofrtqpcrdatausingrefseekerrpackage AT høgdallclausk expressionstabilityanalysisofcandidatereferencesfornormalizationofrtqpcrdatausingrefseekerrpackage AT høgdallestridv expressionstabilityanalysisofcandidatereferencesfornormalizationofrtqpcrdatausingrefseekerrpackage |