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A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma

Selection of the right reference gene(s) is crucial in the analysis and interpretation of gene expression data. The aim of the present study was to discover and validate a minimal set of internal control genes in head and neck tumor studies. We analyzed data from multiple sources (in house whole-gen...

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Autores principales: Palve, Vinayak, Pareek, Manisha, Krishnan, Neeraja M., Siddappa, Gangotri, Suresh, Amritha, Kuriakose, Moni A., Panda, Binay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097490/
https://www.ncbi.nlm.nih.gov/pubmed/30128175
http://dx.doi.org/10.7717/peerj.5207
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author Palve, Vinayak
Pareek, Manisha
Krishnan, Neeraja M.
Siddappa, Gangotri
Suresh, Amritha
Kuriakose, Moni A.
Panda, Binay
author_facet Palve, Vinayak
Pareek, Manisha
Krishnan, Neeraja M.
Siddappa, Gangotri
Suresh, Amritha
Kuriakose, Moni A.
Panda, Binay
author_sort Palve, Vinayak
collection PubMed
description Selection of the right reference gene(s) is crucial in the analysis and interpretation of gene expression data. The aim of the present study was to discover and validate a minimal set of internal control genes in head and neck tumor studies. We analyzed data from multiple sources (in house whole-genome gene expression microarrays, previously published quantitative real-time PCR (qPCR) data and RNA-seq data from TCGA) to come up with a list of 18 genes (discovery set) that had the lowest variance, a high level of expression across tumors, and their matched normal samples. The genes in the discovery set were ranked using four different algorithms (BestKeeper, geNorm, NormFinder, and comparative delta Ct) and a web-based comparative tool, RefFinder, for their stability and variance in expression across tissues. Finally, we validated their expression using qPCR in an additional set of tumor:matched normal samples that resulted in five genes (RPL30, RPL27, PSMC5, MTCH1, and OAZ1), out of which RPL30 and RPL27 were most stable and were abundantly expressed across the tissues. Our data suggest that RPL30 or RPL27 in combination with either PSMC5 or MTCH1 or OAZ1 can be used as a minimal set of control genes in head and neck tumor gene expression studies.
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spelling pubmed-60974902018-08-20 A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma Palve, Vinayak Pareek, Manisha Krishnan, Neeraja M. Siddappa, Gangotri Suresh, Amritha Kuriakose, Moni A. Panda, Binay PeerJ Genomics Selection of the right reference gene(s) is crucial in the analysis and interpretation of gene expression data. The aim of the present study was to discover and validate a minimal set of internal control genes in head and neck tumor studies. We analyzed data from multiple sources (in house whole-genome gene expression microarrays, previously published quantitative real-time PCR (qPCR) data and RNA-seq data from TCGA) to come up with a list of 18 genes (discovery set) that had the lowest variance, a high level of expression across tumors, and their matched normal samples. The genes in the discovery set were ranked using four different algorithms (BestKeeper, geNorm, NormFinder, and comparative delta Ct) and a web-based comparative tool, RefFinder, for their stability and variance in expression across tissues. Finally, we validated their expression using qPCR in an additional set of tumor:matched normal samples that resulted in five genes (RPL30, RPL27, PSMC5, MTCH1, and OAZ1), out of which RPL30 and RPL27 were most stable and were abundantly expressed across the tissues. Our data suggest that RPL30 or RPL27 in combination with either PSMC5 or MTCH1 or OAZ1 can be used as a minimal set of control genes in head and neck tumor gene expression studies. PeerJ Inc. 2018-08-14 /pmc/articles/PMC6097490/ /pubmed/30128175 http://dx.doi.org/10.7717/peerj.5207 Text en © 2018 Palve et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Genomics
Palve, Vinayak
Pareek, Manisha
Krishnan, Neeraja M.
Siddappa, Gangotri
Suresh, Amritha
Kuriakose, Moni A.
Panda, Binay
A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
title A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
title_full A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
title_fullStr A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
title_full_unstemmed A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
title_short A minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
title_sort minimal set of internal control genes for gene expression studies in head and neck squamous cell carcinoma
topic Genomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097490/
https://www.ncbi.nlm.nih.gov/pubmed/30128175
http://dx.doi.org/10.7717/peerj.5207
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