Refinement of Triple-Negative Breast Cancer Molecular Subtypes: Implications for Neoadjuvant Chemotherapy Selection

被引:923
作者
Lehmann, Brian D. [1 ]
Jovanovic, Bojana [2 ]
Chen, Xi [3 ,4 ]
Estrada, Monica V. [5 ]
Johnson, Kimberly N. [1 ]
Shyr, Yu [6 ]
Moses, Harold L. [7 ]
Sanders, Melinda E. [8 ]
Pietenpol, Jennifer A. [1 ,7 ]
机构
[1] Vanderbilt Univ, Dept Biochem, Nashville, TN 37232 USA
[2] Harvard Univ, Dana Farber Canc Inst, Dept Med, Boston, MA 02115 USA
[3] Univ Miami, Miller Sch Med, Dept Publ Hlth Sci, Div Biostat, Miami, FL 33136 USA
[4] Univ Miami, Miller Sch Med, Sylvester Comprehens Canc Ctr, Miami, FL 33136 USA
[5] Vanderbilt Univ, Breast Canc Res Program, Dept Med, 221 Kirkland Hall, Nashville, TN 37235 USA
[6] Vanderbilt Univ, Dept Biostat, Div Canc Biostat, Ctr Quantitat Sci, 221 Kirkland Hall, Nashville, TN 37235 USA
[7] Vanderbilt Univ, Dept Canc Biol, 221 Kirkland Hall, Nashville, TN 37235 USA
[8] Vanderbilt Univ, Dept Pathol Microbiol & Immunol, 221 Kirkland Hall, Nashville, TN 37235 USA
来源
PLOS ONE | 2016年 / 11卷 / 06期
关键词
TUMOR-INFILTRATING LYMPHOCYTES; PATHOLOGICAL COMPLETE RESPONSE; PROGNOSTIC VALUE; SURVIVAL; IDENTIFICATION; IXABEPILONE; EXPRESSION; PACLITAXEL; WOMEN; RATES;
D O I
10.1371/journal.pone.0157368
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
Triple-negative breast cancer (TNBC) is a heterogeneous disease that can be classified into distinct molecular subtypes by gene expression profiling. Considered a difficult-to-treat cancer, a fraction of TNBC patients benefit significantly from neoadjuvant chemotherapy and have far better overall survival. Outside of BRCA1/2 mutation status, biomarkers do not exist to identify patients most likely to respond to current chemotherapy; and, to date, no FDA-approved targeted therapies are available for TNBC patients. Previously, we developed an approach to identify six molecular subtypes TNBC (TNBCtype), with each subtype displaying unique ontologies and differential response to standard-of-care chemotherapy. Given the complexity of the varying histological landscape of tumor specimens, we used histopathological quantification and laser-capture microdissection to determine that transcripts in the previously described immunomodulatory (IM) and mesenchymal stem-like (MSL) subtypes were contributed from infiltrating lymphocytes and tumor-associated stromal cells, respectively. Therefore, we refined TNBC molecular subtypes from six (TNBCtype) into four (TNBCtype-4) tumor-specific subtypes (BL1, BL2, M and LAR) and demonstrate differences in diagnosis age, grade, local and distant disease progression and histopathology. Using five publicly available, neoadjuvant chemotherapy breast cancer gene expression datasets, we retrospectively evaluated chemotherapy response of over 300 TNBC patients from pretreatment biopsies subtyped using either the intrinsic (PAM50) or TNBCtype approaches. Combined analysis of TNBC patients demonstrated that TNBC subtypes significantly differ in response to similar neoadjuvant chemotherapy with 41% of BL1 patients achieving a pathological complete response compared to 18% for BL2 and 29% for LAR with 95% confidence intervals (CIs; [33, 51], [9, 28], [17, 41], respectively). Collectively, we provide pre-clinical data that could inform clinical trials designed to test the hypothesis that improved outcomes can be achieved for TNBC patients, if selection and combination of existing chemotherapies is directed by knowledge of molecular TNBC subtypes.
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页数:22
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