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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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 |
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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 |
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