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

被引:33
作者
Cheng, Skye Hung-Chun [1 ,2 ]
Huang, Tzu-Ting [2 ]
Cheng, Yu-Hao [3 ]
Tan, Tee Benita Kiat [4 ,5 ,6 ]
Horng, Chen-Fang [2 ]
Wang, Yong Alison [7 ,8 ]
Brian, Nicholas Shannon [6 ]
Shih, Li-Sun [9 ]
Yu, Ben-Long [10 ]
机构
[1] Koo Fdn, Sun Yat Sen Canc Ctr, Dept Radiat Oncol, Taipei, Taiwan
[2] Koo Fdn, Sun Yat Sen Canc Ctr, Dept Res, Taipei, Taiwan
[3] Cathy Gen Hosp, Dept Med, Taipei, Taiwan
[4] Natl Canc Ctr Singapore, Singapore, Singapore
[5] Singapore Gen Hosp, Dept Gen Surg, Singapore, Singapore
[6] Natl Univ Singapore, Duke NUS Grad Med Sch, Singapore, Singapore
[7] Koo Fdn, Sun Yat Sen Canc Ctr, Dept Med, Taipei, Taiwan
[8] Natl Yang Ming Univ, Sch Med, Taipei, Taiwan
[9] Koo Fdn, Sun Yat Sen Canc Ctr, Dept Lab & Pathol, Taipei, Taiwan
[10] Koo Fdn, Sun Yat Sen Canc Ctr, Dept Surg, Taipei, Taiwan
来源
PLOS ONE | 2017年 / 12卷 / 09期
关键词
LOCOREGIONAL RECURRENCE; ADJUVANT CHEMOTHERAPY; PREDICTION; PATTERNS; THERAPY; TUMORS; TRIAL; RISK;
D O I
10.1371/journal.pone.0184372
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:15
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