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Updated: Jan 30, 2026

Studying Triple Negative Breast Cancer Using Orthotopic Breast Cancer Model
Published on: March 20, 2020
CCNE1 amplification is associated with poor prognosis in patients with triple negative breast cancer
Zi-Ming Zhao1, Susan E Yost2, Katherine E Hutchinson3
1The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
Background:
Triple negative breast cancer (TNBC) is aggressive with limited treatment options upon recurrence. Molecular discordance between primary and metastatic TNBC has been observed, but the degree of biological heterogeneity has not been fully explored. Furthermore, genomic evolution through treatment is poorly understood. In this study, we aim to characterize the genomic changes between paired primary and metastatic TNBCs through transcriptomic and genomic profiling, and to identify genomic alterations which may contribute to chemotherapy resistance.
Methods:
Genomic alterations and mRNA expression of 10 paired primary and metastatic TNBCs were determined through targeted sequencing, microarray analysis, and RNA sequencing. Commonly mutated genes, as well as differentially expressed and co-expressed genes were identified. We further explored the clinical relevance of differentially expressed genes between primary and metastatic tumors to patient survival using large public datasets.
Results:
Through gene expression profiling, we observed a shift in TNBC subtype classifications between primary and metastatic TNBCs. A panel of eight cancer driver genes (CCNE1, TPX2, ELF3, FANCL, JAK2, GSK3B, CEP76, and SYK) were differentially expressed in recurrent TNBCs, and were also overexpressed in TCGA and METABRIC. CCNE1 and TPX2 were co-overexpressed in TNBCs. DNA mutation profiling showed that multiple mutations occurred in genes comprising a number of potentially targetable pathways including PI3K/AKT/mTOR, RAS/MAPK, cell cycle, and growth factor receptor signaling, reaffirming the wide heterogeneity of mechanisms driving TNBC. CCNE1 amplification was associated with poor overall survival in patients with metastatic TNBC.
Conclusions:
CCNE1 amplification may confer resistance to chemotherapy and is associated with poor overall survival in TNBC.
Insights
Genomic analysis of recurrent triple-negative breast cancer (TNBC) reveals significant molecular changes and identifies CCNE1 amplification as a potential driver of chemotherapy resistance and poor survival.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- Triple-negative breast cancer (TNBC) presents significant challenges due to its aggressive nature and limited treatment options upon recurrence.
- Understanding the molecular heterogeneity and genomic evolution of TNBC during treatment is crucial for developing effective therapeutic strategies.
Purpose of the Study:
- To characterize genomic and transcriptomic alterations between paired primary and metastatic TNBC.
- To identify genomic changes associated with chemotherapy resistance in recurrent TNBC.
Main Methods:
- Paired primary and metastatic TNBC samples underwent targeted sequencing, microarray analysis, and RNA sequencing.
- Gene expression profiling identified differentially expressed and co-expressed genes.
- Analysis of public datasets explored the clinical relevance of identified gene expression changes.
Main Results:
- Gene expression profiling indicated shifts in TNBC subtype classifications between primary and metastatic tumors.
- Eight cancer driver genes, including CCNE1 and TPX2, showed differential expression in recurrent TNBC.
- Mutational profiling revealed diverse alterations in key signaling pathways, highlighting TNBC's heterogeneity.
- CCNE1 amplification correlated with poor overall survival in metastatic TNBC patients.
Conclusions:
- CCNE1 amplification is implicated as a potential mechanism conferring chemotherapy resistance in TNBC.
- CCNE1 amplification serves as a prognostic marker associated with unfavorable overall survival in TNBC.
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