We evaluate therapy-induced molecular heterogeneity in longitudinal samples from high-risk, hormone-receptor positive/HER2-negative breast cancer patients with residual tumor after neoadjuvant chemotherapy from the Penelope-B trial (NCT01864746; EudraCT 2013-001040-62). Intrinsic subtypes are prognostic in pre-therapeutic (Tx) samples (n = 629, p < 0.0001) and post-Tx residual tumors (n = 782, p < 0.0001). After neoadjuvant chemotherapy, a shift of intrinsic subtypes is observed from pre-Tx luminal (Lum) B to post-Tx LumA, with reverse transition back to LumB in metastases. In a combined analysis of 540 paired pre-Tx and post-Tx samples, we identify five adaptive clusters (AC-1-5) based on transcriptomic changes before and after neoadjuvant chemotherapy. These AC-subtypes are prognostic beyond classical intrinsic subtyping, categorizing patients into groups with excellent prognosis (AC-1 and AC-2), poor prognosis (AC-3 and AC-4), and very poor prognosis (AC-5, enriched for basal-like subtype). Our analysis provides a basis for an extended molecular classification of breast cancer patients and improved identification of high-risk patient populations.
- Denkert, C.
- Rachakonda, S.
- Karn, T.
- Weber, K.
- Martin, M.
- Marmé, F.
- Untch, M.
- Bonnefoi, H.
- Kim, S. B.
- Seiler, S.
- Bear, H. D.
- Witkiewicz, A. K.
- Im, S. A.
- DeMichele, A.
- Pehl, A.
- Van't Veer, L.
- McCarthy, N.
- Stiewe, T.
- Jank, P.
- Gelmon, K. A.
- García-Sáenz, J. A.
- Westhoff, C. C.
- Kelly, C. M.
- Reimer, T.
- Felder, B.
- Olivé, M. M.
- Knudsen, E. S.
- Turner, N.
- Rojo, F.
- Schmitt, W. D.
- Fasching, P. A.
- Teply-Szymanski, J.
- Zhang, Z.
- Toi, M.
- Rugo, H. S.
- Gnant, M.
- Makris, A.
- Holtschmidt, J.
- Nekljudova, V.
- Loibl, S.
Keywords
- Humans
- Female
- *Breast Neoplasms/genetics/pathology/drug therapy/classification
- *Neoadjuvant Therapy/methods
- Prognosis
- Biomarkers, Tumor/genetics/metabolism
- Genetic Heterogeneity
- Transcriptome
- Receptor, ErbB-2/metabolism/genetics
- Middle Aged
- Gene Expression Regulation, Neoplastic
- Gene Expression Profiling/methods
- breast cancer
- molecular profiling
- neoadjuvant therapy
- therapy-induced heterogeneity