Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783348315372388352 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6097490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT palvevinayak aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT pareekmanisha aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT krishnanneerajam aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT siddappagangotri aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT sureshamritha aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT kuriakosemonia aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT pandabinay aminimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT palvevinayak minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT pareekmanisha minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT krishnanneerajam minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT siddappagangotri minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT sureshamritha minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT kuriakosemonia minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma AT pandabinay minimalsetofinternalcontrolgenesforgeneexpressionstudiesinheadandnecksquamouscellcarcinoma |