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

被引:34
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
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.
引用
收藏
页数:15
相关论文
共 35 条
[1]   Comparisons between different polychemotherapy regimens for early breast cancer: meta-analyses of long-term outcome among 100 000 women in 123 randomised trials [J].
Albain, K. ;
Anderson, S. ;
Arriagada, R. ;
Barlow, W. ;
Bergh, J. ;
Bliss, J. ;
Buyse, M. ;
Cameron, D. ;
Carrasco, E. ;
Clarke, M. ;
Correa, C. ;
Coates, A. ;
Collins, R. ;
Costantino, J. ;
Cutter, D. ;
Cuzick, J. ;
Darby, S. ;
Davidson, N. ;
Davies, C. ;
Davies, K. ;
Delmestri, A. ;
Di Leo, A. ;
Dowsett, M. ;
Elphinstone, P. ;
Evans, V. ;
Ewertz, M. ;
Gelber, R. ;
Gettins, L. ;
Geyer, C. ;
Goldhirsch, A. ;
Godwin, J. ;
Gray, R. ;
Gregory, C. ;
Hayes, D. ;
Hill, C. ;
Ingle, J. ;
Jakesz, R. ;
James, S. ;
Kaufmann, M. ;
Kerr, A. ;
MacKinnon, E. ;
McGale, P. ;
McHugh, T. ;
Norton, L. ;
Ohashi, Y. ;
Paik, S. ;
Pan, H. C. ;
Perez, E. ;
Peto, R. ;
Piccart, M. .
LANCET, 2012, 379 (9814) :432-444
[2]   Age, Breast Cancer Subtype Approximation, and Local Recurrence After Breast-Conserving Therapy [J].
Arvold, Nils D. ;
Taghian, Alphonse G. ;
Niemierko, Andrzej ;
Raad, Rita F. Abi ;
Sreedhara, Meera ;
Nguyen, Paul L. ;
Bellon, Jennifer R. ;
Wong, Julia S. ;
Smith, Barbara L. ;
Harris, Jay R. .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (29) :3885-3891
[3]   Molecular Anatomy of Breast Cancer Stroma and Its Prognostic Value in Estrogen Receptor-Positive and -Negative Cancers [J].
Bianchini, Giampaolo ;
Qi, Yuan ;
Alvarez, Ricardo H. ;
Iwamoto, Takayuki ;
Coutant, Charles ;
Ibrahim, Nuhad K. ;
Valero, Vicente ;
Cristofanilli, Massimo ;
Green, Marjorie C. ;
Radvanyi, Laszlo ;
Hatzis, Christos ;
Hortobagyi, Gabriel N. ;
Andre, Fabrice ;
Gianni, Luca ;
Symmans, W. Fraser ;
Pusztai, Lajos .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (28) :4316-4323
[4]   Effect of Three Decades of Screening Mammography on Breast-Cancer Incidence [J].
Bleyer, Archie ;
Welch, H. Gilbert .
NEW ENGLAND JOURNAL OF MEDICINE, 2012, 367 (21) :1998-2005
[5]   Race, breast cancer subtypes, and survival in the Carolina Breast Cancer Study [J].
Carey, Lisa A. ;
Perou, Charles M. ;
Livasy, Chad A. ;
Dressler, Lynn G. ;
Cowan, David ;
Conway, Kathleen ;
Karaca, Gamze ;
Troester, Melissa A. ;
Tse, Chiu Kit ;
Edmiston, Sharon ;
Deming, Sandra L. ;
Geradts, Joseph ;
Cheang, Maggie C. U. ;
Nielsen, Torsten O. ;
Moorman, Patricia G. ;
Earp, H. Shelton ;
Millikan, Robert C. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2006, 295 (21) :2492-2502
[6]   Genomic prediction of locoregional recurrence after mastectomy in breast cancer [J].
Cheng, Skye H. ;
Horng, Cheng-Fang ;
West, Mike ;
Huang, Erich ;
Pittman, Jennifer ;
Tsou, Mei-Hua ;
Dressman, Holly ;
Chen, Chii-Ming ;
Tsai, Stella Y. ;
Jian, James J. ;
Liu, Mei-Chin ;
Nevins, Joseph R. ;
Huang, Andrew T. .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (28) :4594-4602
[7]   An Eighteen-Gene Classifier Predicts Locoregional Recurrence in Post-Mastectomy Breast Cancer Patients [J].
Cheng, Skye H. ;
Horng, Chen-Fang ;
Huang, Tzu-Ting ;
Huang, Erich S. ;
Tsou, Mei-Hua ;
Shi, Li-Sun ;
Yu, Ben-Long ;
Chen, Chii-Ming ;
Huang, Andrew T. .
EBIOMEDICINE, 2016, 5 :74-81
[8]   High False- Negative Rate of HER2 Quantitative Reverse Transcription Polymerase Chain Reaction of the Oncotype DX Test: An Independent Quality Assurance Study [J].
Dabbs, David J. ;
Klein, Molly E. ;
Mohsin, Syed K. ;
Tubbs, Raymond R. ;
Shuai, Yongli ;
Bhargava, Rohit .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (32) :4279-4285
[9]   Evolving gene/transcript definitions significantly alter the interpretation of GeneChip data [J].
Dai, MH ;
Wang, PL ;
Boyd, AD ;
Kostov, G ;
Athey, B ;
Jones, EG ;
Bunney, WE ;
Myers, RM ;
Speed, TP ;
Akil, H ;
Watson, SJ ;
Meng, F .
NUCLEIC ACIDS RESEARCH, 2005, 33 (20) :e175.1-e175.9
[10]   The EndoPredict score provides prognostic information on late distant metastases in ER+/HER2-breast cancer patients [J].
Dubsky, P. ;
Brase, J. C. ;
Jakesz, R. ;
Rudas, M. ;
Singer, C. F. ;
Greil, R. ;
Dietze, O. ;
Luisser, I. ;
Klug, E. ;
Sedivy, R. ;
Bachner, M. ;
Mayr, D. ;
Schmidt, M. ;
Gehrmann, M. C. ;
Petry, C. ;
Weber, K. E. ;
Fisch, K. ;
Kronenwett, R. ;
Gnant, M. ;
Filipits, M. .
BRITISH JOURNAL OF CANCER, 2013, 109 (12) :2959-2964