Cargando…
Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma
BACKGROUND: One in 4 patients with lymph node-negative, invasive colorectal carcinoma (CRC) develops recurrent disease after undergoing curative surgery, and most die of advanced disease. Predicting which patients will develop a recurrence is a significantly growing, unmet medical need. METHODS: Arc...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wiley Subscription Services, Inc., A Wiley Company
2012
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3532613/ https://www.ncbi.nlm.nih.gov/pubmed/22605513 http://dx.doi.org/10.1002/cncr.27628 |
_version_ | 1782254327264444416 |
---|---|
author | Lenehan, Peter F Boardman, Lisa A Riegert-Johnson, Douglas De Petris, Giovanni Fry, David W Ohrnberger, Jeanne Heyman, Eugene R Gerard, Brigitte Almal, Arpit A Worzel, William P |
author_facet | Lenehan, Peter F Boardman, Lisa A Riegert-Johnson, Douglas De Petris, Giovanni Fry, David W Ohrnberger, Jeanne Heyman, Eugene R Gerard, Brigitte Almal, Arpit A Worzel, William P |
author_sort | Lenehan, Peter F |
collection | PubMed |
description | BACKGROUND: One in 4 patients with lymph node-negative, invasive colorectal carcinoma (CRC) develops recurrent disease after undergoing curative surgery, and most die of advanced disease. Predicting which patients will develop a recurrence is a significantly growing, unmet medical need. METHODS: Archival formalin-fixed, paraffin-embedded (FFPE) primary adenocarcinoma tissues obtained at surgery were retrieved from 74 patients with CRC (15 with stage I disease and 59 with stage II disease) for Training/Test Sets. In addition, FFPE tissues were retrieved from 49 patients with stage I CRC and 215 patients with stage II colon cancer for an External Validation (EV) Set (n = 264) from 18 hospitals in 4 countries. No patients had received neoadjuvant/adjuvant therapy. Proprietary genetic programming analysis of expression profiles for 225 prespecified tumor genes was used to create a 36-month recurrence risk signature. RESULTS: Using reverse transcriptase-polymerase chain reaction, a 5-gene rule correctly classified 62 of 92 recurrent patients and 87 of 172 nonrecurrent patients in the EV Set (sensitivity, 0.67; specificity, 0.51). “High-risk” patients had a greater probability of 36-month recurrence (42%) than “low-risk” patients (26%; hazard ratio, 1.80; 95% confidence interval, 1.19-2.71; P = .007; Cox regression) independent of T-classification, the number of lymph nodes examined, histologic grade/subtype, anatomic location, age, sex, or race. The rule outperformed (P = .021) current National Comprehensive Cancer Network Guidelines (hazard ratio, 0.897). The same rule also differentiated the risk of recurrence (hazard ratio, 1.63; P = .031) in a subset of patients from the EV Set who had stage I/II colon cancer only (n = 251). CONCLUSIONS: To the authors' knowledge, the 5-gene rule (OncoDefender-CRC) is the first molecular prognostic that has been validated in both stage I CRC and stage II colon cancer. It outperforms standard clinicopathologic prognostic criteria and obviates the need to retrieve ≥12 lymph nodes for accurate prognostication. It identifies those patients most likely to develop recurrent disease within 3 years after curative surgery and, thus, those most likely to benefit from adjuvant treatment. Cancer 2012. © 2012 American Cancer Society. |
format | Online Article Text |
id | pubmed-3532613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Wiley Subscription Services, Inc., A Wiley Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-35326132013-01-09 Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma Lenehan, Peter F Boardman, Lisa A Riegert-Johnson, Douglas De Petris, Giovanni Fry, David W Ohrnberger, Jeanne Heyman, Eugene R Gerard, Brigitte Almal, Arpit A Worzel, William P Cancer Original Articles BACKGROUND: One in 4 patients with lymph node-negative, invasive colorectal carcinoma (CRC) develops recurrent disease after undergoing curative surgery, and most die of advanced disease. Predicting which patients will develop a recurrence is a significantly growing, unmet medical need. METHODS: Archival formalin-fixed, paraffin-embedded (FFPE) primary adenocarcinoma tissues obtained at surgery were retrieved from 74 patients with CRC (15 with stage I disease and 59 with stage II disease) for Training/Test Sets. In addition, FFPE tissues were retrieved from 49 patients with stage I CRC and 215 patients with stage II colon cancer for an External Validation (EV) Set (n = 264) from 18 hospitals in 4 countries. No patients had received neoadjuvant/adjuvant therapy. Proprietary genetic programming analysis of expression profiles for 225 prespecified tumor genes was used to create a 36-month recurrence risk signature. RESULTS: Using reverse transcriptase-polymerase chain reaction, a 5-gene rule correctly classified 62 of 92 recurrent patients and 87 of 172 nonrecurrent patients in the EV Set (sensitivity, 0.67; specificity, 0.51). “High-risk” patients had a greater probability of 36-month recurrence (42%) than “low-risk” patients (26%; hazard ratio, 1.80; 95% confidence interval, 1.19-2.71; P = .007; Cox regression) independent of T-classification, the number of lymph nodes examined, histologic grade/subtype, anatomic location, age, sex, or race. The rule outperformed (P = .021) current National Comprehensive Cancer Network Guidelines (hazard ratio, 0.897). The same rule also differentiated the risk of recurrence (hazard ratio, 1.63; P = .031) in a subset of patients from the EV Set who had stage I/II colon cancer only (n = 251). CONCLUSIONS: To the authors' knowledge, the 5-gene rule (OncoDefender-CRC) is the first molecular prognostic that has been validated in both stage I CRC and stage II colon cancer. It outperforms standard clinicopathologic prognostic criteria and obviates the need to retrieve ≥12 lymph nodes for accurate prognostication. It identifies those patients most likely to develop recurrent disease within 3 years after curative surgery and, thus, those most likely to benefit from adjuvant treatment. Cancer 2012. © 2012 American Cancer Society. Wiley Subscription Services, Inc., A Wiley Company 2012-11-01 2012-05-17 /pmc/articles/PMC3532613/ /pubmed/22605513 http://dx.doi.org/10.1002/cncr.27628 Text en Copyright © 2012 American Cancer Society http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation. |
spellingShingle | Original Articles Lenehan, Peter F Boardman, Lisa A Riegert-Johnson, Douglas De Petris, Giovanni Fry, David W Ohrnberger, Jeanne Heyman, Eugene R Gerard, Brigitte Almal, Arpit A Worzel, William P Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
title | Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
title_full | Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
title_fullStr | Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
title_full_unstemmed | Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
title_short | Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
title_sort | generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3532613/ https://www.ncbi.nlm.nih.gov/pubmed/22605513 http://dx.doi.org/10.1002/cncr.27628 |
work_keys_str_mv | AT lenehanpeterf generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT boardmanlisaa generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT riegertjohnsondouglas generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT depetrisgiovanni generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT frydavidw generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT ohrnbergerjeanne generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT heymaneugener generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT gerardbrigitte generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT almalarpita generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma AT worzelwilliamp generationandexternalvalidationofatumorderived5geneprognosticsignatureforrecurrenceoflymphnodenegativeinvasivecolorectalcarcinoma |