Cargando…

Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues

BACKGROUND: Reference genes are often interchangeably called housekeeping genes due to 1) the essential cellular functions their proteins provide and 2) their constitutive expression across a range of normal and pathophysiological conditions. However, given the proliferative drive of malignant cells...

Descripción completa

Detalles Bibliográficos
Autores principales: Xu, Lai, Luo, Helen, Wang, Rong, Wu, Wells W., Phue, Je-Nie, Shen, Rong-Fong, Juhl, Hartmut, Wu, Leihong, Alterovitz, Wei-lun, Simonyan, Vahan, Pelosof, Lorraine, Rosenberg, Amy S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6693228/
https://www.ncbi.nlm.nih.gov/pubmed/31409279
http://dx.doi.org/10.1186/s12881-019-0867-y
_version_ 1783443671262167040
author Xu, Lai
Luo, Helen
Wang, Rong
Wu, Wells W.
Phue, Je-Nie
Shen, Rong-Fong
Juhl, Hartmut
Wu, Leihong
Alterovitz, Wei-lun
Simonyan, Vahan
Pelosof, Lorraine
Rosenberg, Amy S.
author_facet Xu, Lai
Luo, Helen
Wang, Rong
Wu, Wells W.
Phue, Je-Nie
Shen, Rong-Fong
Juhl, Hartmut
Wu, Leihong
Alterovitz, Wei-lun
Simonyan, Vahan
Pelosof, Lorraine
Rosenberg, Amy S.
author_sort Xu, Lai
collection PubMed
description BACKGROUND: Reference genes are often interchangeably called housekeeping genes due to 1) the essential cellular functions their proteins provide and 2) their constitutive expression across a range of normal and pathophysiological conditions. However, given the proliferative drive of malignant cells, many reference genes such as beta-actin (ACTB) and glyceraldehyde-3-phosphate-dehydrogenase (GAPDH) which play critical roles in cell membrane organization and glycolysis, may be dysregulated in tumors versus their corresponding normal controls METHODS: Because Next Generation Sequencing (NGS) technology has several advantages over hybridization-based technologies, such as independent detection and quantitation of transcription levels, greater sensitivity, and increased dynamic range, we evaluated colorectal cancers (CRC) and their histologically normal tissue counterparts by NGS to evaluate the expression of 21 “classical” reference genes used as normalization standards for PCR based methods. Seventy-nine paired tissue samples of CRC and their patient matched healthy colonic tissues were subjected to NGS analysis of their mRNAs. RESULTS: We affirmed that 17 out of 21 classical reference genes had upregulated expression in tumors compared to normal colonic epithelial tissue and dramatically so in some cases. Indeed, tumors were distinguished from normal controls in both unsupervised hierarchical clustering analyses (HCA) and principal component analyses (PCA). We then identified 42 novel potential reference genes with minimal coefficients of variation (CV) across 79 CRC tumor pairs. Though largely consistently expressed across tumors and normal control tissues, a subset of high stage tumors (HSTs) as well as some normal tissue samples (HSNs) located adjacent to these HSTs demonstrated dysregulated expression, thus identifying a subset of tumors with a potentially distinct and aggressive biological profile. CONCLUSION: While classical CRC reference genes were found to be differentially expressed between tumors and normal controls, novel reference genes, identified via NGS, were more consistently expressed across malignant and normal colonic tissues. Nonetheless, a subset of HST had profound dysregulation of such genes as did many of the histologically normal tissues adjacent to such HSTs, indicating that the HSTs so distinguished may have unique biological properties and that their histologically normal tissues likely harbor a small population of microscopically undetected but metabolically active tumors. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12881-019-0867-y) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-6693228
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-66932282019-08-16 Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues Xu, Lai Luo, Helen Wang, Rong Wu, Wells W. Phue, Je-Nie Shen, Rong-Fong Juhl, Hartmut Wu, Leihong Alterovitz, Wei-lun Simonyan, Vahan Pelosof, Lorraine Rosenberg, Amy S. BMC Med Genet Research Article BACKGROUND: Reference genes are often interchangeably called housekeeping genes due to 1) the essential cellular functions their proteins provide and 2) their constitutive expression across a range of normal and pathophysiological conditions. However, given the proliferative drive of malignant cells, many reference genes such as beta-actin (ACTB) and glyceraldehyde-3-phosphate-dehydrogenase (GAPDH) which play critical roles in cell membrane organization and glycolysis, may be dysregulated in tumors versus their corresponding normal controls METHODS: Because Next Generation Sequencing (NGS) technology has several advantages over hybridization-based technologies, such as independent detection and quantitation of transcription levels, greater sensitivity, and increased dynamic range, we evaluated colorectal cancers (CRC) and their histologically normal tissue counterparts by NGS to evaluate the expression of 21 “classical” reference genes used as normalization standards for PCR based methods. Seventy-nine paired tissue samples of CRC and their patient matched healthy colonic tissues were subjected to NGS analysis of their mRNAs. RESULTS: We affirmed that 17 out of 21 classical reference genes had upregulated expression in tumors compared to normal colonic epithelial tissue and dramatically so in some cases. Indeed, tumors were distinguished from normal controls in both unsupervised hierarchical clustering analyses (HCA) and principal component analyses (PCA). We then identified 42 novel potential reference genes with minimal coefficients of variation (CV) across 79 CRC tumor pairs. Though largely consistently expressed across tumors and normal control tissues, a subset of high stage tumors (HSTs) as well as some normal tissue samples (HSNs) located adjacent to these HSTs demonstrated dysregulated expression, thus identifying a subset of tumors with a potentially distinct and aggressive biological profile. CONCLUSION: While classical CRC reference genes were found to be differentially expressed between tumors and normal controls, novel reference genes, identified via NGS, were more consistently expressed across malignant and normal colonic tissues. Nonetheless, a subset of HST had profound dysregulation of such genes as did many of the histologically normal tissues adjacent to such HSTs, indicating that the HSTs so distinguished may have unique biological properties and that their histologically normal tissues likely harbor a small population of microscopically undetected but metabolically active tumors. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12881-019-0867-y) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-13 /pmc/articles/PMC6693228/ /pubmed/31409279 http://dx.doi.org/10.1186/s12881-019-0867-y Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Xu, Lai
Luo, Helen
Wang, Rong
Wu, Wells W.
Phue, Je-Nie
Shen, Rong-Fong
Juhl, Hartmut
Wu, Leihong
Alterovitz, Wei-lun
Simonyan, Vahan
Pelosof, Lorraine
Rosenberg, Amy S.
Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
title Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
title_full Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
title_fullStr Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
title_full_unstemmed Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
title_short Novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
title_sort novel reference genes in colorectal cancer identify a distinct subset of high stage tumors and their associated histologically normal colonic tissues
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6693228/
https://www.ncbi.nlm.nih.gov/pubmed/31409279
http://dx.doi.org/10.1186/s12881-019-0867-y
work_keys_str_mv AT xulai novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT luohelen novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT wangrong novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT wuwellsw novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT phuejenie novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT shenrongfong novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT juhlhartmut novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT wuleihong novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT alterovitzweilun novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT simonyanvahan novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT pelosoflorraine novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues
AT rosenbergamys novelreferencegenesincolorectalcanceridentifyadistinctsubsetofhighstagetumorsandtheirassociatedhistologicallynormalcolonictissues