Cargando…

Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer

We validated an 18-gene classifier (GC) initially developed to predict local/regional recurrence after mastectomy in estimating distant metastasis risk. The 18-gene scoring algorithm defines scores as: <21, low risk; ≥21, high risk. Six hundred eighty-three patients with primary operable breast c...

Descripción completa

Detalles Bibliográficos
Autores principales: Cheng, Skye Hung-Chun, Huang, Tzu-Ting, Cheng, Yu-Hao, Tan, Tee Benita Kiat, Horng, Chen-Fang, Wang, Yong Alison, Brian, Nicholas Shannon, Shih, Li-Sun, Yu, Ben-Long
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5590926/
https://www.ncbi.nlm.nih.gov/pubmed/28886126
http://dx.doi.org/10.1371/journal.pone.0184372
_version_ 1783262614851158016
author Cheng, Skye Hung-Chun
Huang, Tzu-Ting
Cheng, Yu-Hao
Tan, Tee Benita Kiat
Horng, Chen-Fang
Wang, Yong Alison
Brian, Nicholas Shannon
Shih, Li-Sun
Yu, Ben-Long
author_facet Cheng, Skye Hung-Chun
Huang, Tzu-Ting
Cheng, Yu-Hao
Tan, Tee Benita Kiat
Horng, Chen-Fang
Wang, Yong Alison
Brian, Nicholas Shannon
Shih, Li-Sun
Yu, Ben-Long
author_sort Cheng, Skye Hung-Chun
collection PubMed
description We validated an 18-gene classifier (GC) initially developed to predict local/regional recurrence after mastectomy in estimating distant metastasis risk. The 18-gene scoring algorithm defines scores as: <21, low risk; ≥21, high risk. Six hundred eighty-three patients with primary operable breast cancer and fresh frozen tumor tissues available were included. The primary outcome was the 5-year probability of freedom from distant metastasis (DMFP). Two external datasets were used to test the predictive accuracy of 18-GC. The 5-year rates of DMFP for patients classified as low-risk (n = 146, 21.7%) and high-risk (n = 537, 78.6%) were 96.2% (95% CI, 91.1%–98.8%) and 80.9% (74.6%–81.9%), respectively (median follow-up interval, 71.8 months). The 5-year rates of DMFP of the low-risk group in stage I (n = 62, 35.6%), stage II (n = 66, 20.1%), and stage III (n = 18, 10.3%) were 100%, 94.2% (78.5%–98.5%), and 90.9% (50.8%–98.7%), respectively. Multivariate analysis revealed that 18-GC is an independent prognostic factor of distant metastasis (adjusted hazard ratio, 5.1; 95% CI, 1.8–14.1; p = 0.0017) for scores of ≥21. External validation showed that the 5-year rate of DMFP in the low- and high-risk patients was 94.1% (82.9%–100%) and 80.3% (70.7%–89.9%, p = 0.06) in a Singapore dataset, and 89.5% (81.9%–94.1%) and 73.6% (67.2%–79.0%, p = 0.0039) in the GEO-GSE20685 dataset, respectively. In conclusion, 18-GC is a viable prognostic biomarker for breast cancer to estimate distant metastasis risk.
format Online
Article
Text
id pubmed-5590926
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-55909262017-09-15 Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer Cheng, Skye Hung-Chun Huang, Tzu-Ting Cheng, Yu-Hao Tan, Tee Benita Kiat Horng, Chen-Fang Wang, Yong Alison Brian, Nicholas Shannon Shih, Li-Sun Yu, Ben-Long PLoS One Research Article We validated an 18-gene classifier (GC) initially developed to predict local/regional recurrence after mastectomy in estimating distant metastasis risk. The 18-gene scoring algorithm defines scores as: <21, low risk; ≥21, high risk. Six hundred eighty-three patients with primary operable breast cancer and fresh frozen tumor tissues available were included. The primary outcome was the 5-year probability of freedom from distant metastasis (DMFP). Two external datasets were used to test the predictive accuracy of 18-GC. The 5-year rates of DMFP for patients classified as low-risk (n = 146, 21.7%) and high-risk (n = 537, 78.6%) were 96.2% (95% CI, 91.1%–98.8%) and 80.9% (74.6%–81.9%), respectively (median follow-up interval, 71.8 months). The 5-year rates of DMFP of the low-risk group in stage I (n = 62, 35.6%), stage II (n = 66, 20.1%), and stage III (n = 18, 10.3%) were 100%, 94.2% (78.5%–98.5%), and 90.9% (50.8%–98.7%), respectively. Multivariate analysis revealed that 18-GC is an independent prognostic factor of distant metastasis (adjusted hazard ratio, 5.1; 95% CI, 1.8–14.1; p = 0.0017) for scores of ≥21. External validation showed that the 5-year rate of DMFP in the low- and high-risk patients was 94.1% (82.9%–100%) and 80.3% (70.7%–89.9%, p = 0.06) in a Singapore dataset, and 89.5% (81.9%–94.1%) and 73.6% (67.2%–79.0%, p = 0.0039) in the GEO-GSE20685 dataset, respectively. In conclusion, 18-GC is a viable prognostic biomarker for breast cancer to estimate distant metastasis risk. Public Library of Science 2017-09-08 /pmc/articles/PMC5590926/ /pubmed/28886126 http://dx.doi.org/10.1371/journal.pone.0184372 Text en © 2017 Cheng 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
Cheng, Skye Hung-Chun
Huang, Tzu-Ting
Cheng, Yu-Hao
Tan, Tee Benita Kiat
Horng, Chen-Fang
Wang, Yong Alison
Brian, Nicholas Shannon
Shih, Li-Sun
Yu, Ben-Long
Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
title Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
title_full Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
title_fullStr Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
title_full_unstemmed Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
title_short Validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
title_sort validation of the 18-gene classifier as a prognostic biomarker of distant metastasis in breast cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5590926/
https://www.ncbi.nlm.nih.gov/pubmed/28886126
http://dx.doi.org/10.1371/journal.pone.0184372
work_keys_str_mv AT chengskyehungchun validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT huangtzuting validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT chengyuhao validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT tanteebenitakiat validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT horngchenfang validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT wangyongalison validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT briannicholasshannon validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT shihlisun validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer
AT yubenlong validationofthe18geneclassifierasaprognosticbiomarkerofdistantmetastasisinbreastcancer