TY - JOUR
T1 - Expression Stability Analysis of Candidate References for Normalization of RT-qPCR Data Using RefSeeker R package
AU - Petersen, Patrick H D
AU - Lopacinska-Jørgensen, Joanna
AU - Høgdall, Claus K
AU - Høgdall, Estrid V
N1 - ©Copyright : © 2023 The Authors; This is an open access article under the CC BY-NC license.
PY - 2023/9/5
Y1 - 2023/9/5
N2 - 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.
AB - 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.
KW - Coding and non-coding RNA expression
KW - Expression stability
KW - Normalization
KW - R package
KW - RefFinder
KW - RT-qPCR
UR - http://www.scopus.com/inward/record.url?scp=85171547948&partnerID=8YFLogxK
U2 - 10.21769/BioProtoc.4801
DO - 10.21769/BioProtoc.4801
M3 - Journal article
C2 - 37719076
SN - 2331-8325
VL - 13
JO - Bio-protocol
JF - Bio-protocol
IS - 17
M1 - e4801
ER -