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Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle

Despite recent advances in molecular profiling of colorectal cancer (CRC), as of yet this has not translated into an unbiased molecular liquid biopsy profile which can accurately screen for early CRC. In this study we depict the profile of early stage CRC as well as for advanced adenomas (AA) by com...

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Autores principales: Moshayoff, Vardit, Faktor, Ouriel, Laghi, Luigi, Celesti, Giuseppe, Peretz, Tamar, Keret, Dan, Cohen, Dana, Israeli, Eran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4956030/
https://www.ncbi.nlm.nih.gov/pubmed/27441409
http://dx.doi.org/10.1371/journal.pone.0159522
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author Moshayoff, Vardit
Faktor, Ouriel
Laghi, Luigi
Celesti, Giuseppe
Peretz, Tamar
Keret, Dan
Cohen, Dana
Israeli, Eran
author_facet Moshayoff, Vardit
Faktor, Ouriel
Laghi, Luigi
Celesti, Giuseppe
Peretz, Tamar
Keret, Dan
Cohen, Dana
Israeli, Eran
author_sort Moshayoff, Vardit
collection PubMed
description Despite recent advances in molecular profiling of colorectal cancer (CRC), as of yet this has not translated into an unbiased molecular liquid biopsy profile which can accurately screen for early CRC. In this study we depict the profile of early stage CRC as well as for advanced adenomas (AA) by combination of current molecular knowledge with microarray technology, using efficient circulating free plasma RNA purification from blood and RNA amplification technologies. We joined literature search with Affymetrix gene chip experimental procedure to draw the circulating free plasma RNA profile of colorectal cancer disease reflected in blood. The RNA panel was tested by two datasets comparing patients with CRC with healthy subjects and patients with AA to healthy subjects. For the CRC patient cohort (28 CRC cases vs. 41 healthy controls), the ROC analysis of the selected biomarker panel generated a sensitivity of 75% and a specificity of 93% for the detection of CRC using 8-gene classification model. For the AA patient cohort (28 subjects vs. 46 healthy controls), a sensitivity of 60% and a specificity of 87% were calculated using a 2-gene classification model. We have identified a panel of 8 plasma RNA markers as a preliminary panel for CRC detection and subset markers suitable for AA detection. Subjected to extensive clinical validation we suggest that this panel represents a feasible approach and a potential strategy for noninvasive early diagnosis, as a first-line screening test for asymptomatic, average-risk population before colonoscopy.
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spelling pubmed-49560302016-08-08 Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle Moshayoff, Vardit Faktor, Ouriel Laghi, Luigi Celesti, Giuseppe Peretz, Tamar Keret, Dan Cohen, Dana Israeli, Eran PLoS One Research Article Despite recent advances in molecular profiling of colorectal cancer (CRC), as of yet this has not translated into an unbiased molecular liquid biopsy profile which can accurately screen for early CRC. In this study we depict the profile of early stage CRC as well as for advanced adenomas (AA) by combination of current molecular knowledge with microarray technology, using efficient circulating free plasma RNA purification from blood and RNA amplification technologies. We joined literature search with Affymetrix gene chip experimental procedure to draw the circulating free plasma RNA profile of colorectal cancer disease reflected in blood. The RNA panel was tested by two datasets comparing patients with CRC with healthy subjects and patients with AA to healthy subjects. For the CRC patient cohort (28 CRC cases vs. 41 healthy controls), the ROC analysis of the selected biomarker panel generated a sensitivity of 75% and a specificity of 93% for the detection of CRC using 8-gene classification model. For the AA patient cohort (28 subjects vs. 46 healthy controls), a sensitivity of 60% and a specificity of 87% were calculated using a 2-gene classification model. We have identified a panel of 8 plasma RNA markers as a preliminary panel for CRC detection and subset markers suitable for AA detection. Subjected to extensive clinical validation we suggest that this panel represents a feasible approach and a potential strategy for noninvasive early diagnosis, as a first-line screening test for asymptomatic, average-risk population before colonoscopy. Public Library of Science 2016-07-21 /pmc/articles/PMC4956030/ /pubmed/27441409 http://dx.doi.org/10.1371/journal.pone.0159522 Text en © 2016 Moshayoff 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, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Moshayoff, Vardit
Faktor, Ouriel
Laghi, Luigi
Celesti, Giuseppe
Peretz, Tamar
Keret, Dan
Cohen, Dana
Israeli, Eran
Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle
title Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle
title_full Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle
title_fullStr Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle
title_full_unstemmed Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle
title_short Feasibility of Unbiased RNA Profiling of Colorectal Tumors: A Proof of Principle
title_sort feasibility of unbiased rna profiling of colorectal tumors: a proof of principle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4956030/
https://www.ncbi.nlm.nih.gov/pubmed/27441409
http://dx.doi.org/10.1371/journal.pone.0159522
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