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Updated: May 7, 2026

Optimization of a Multiplex RNA-based Expression Assay Using Breast Cancer Archival Material
Published on: August 1, 2018
MMP14 and DDR2 are potential molecular markers for metastatic triple-negative breast cancer
Rabeah Al-Temaimi1, Rasheed Ahmad2, Fahd Al-Mulla2
1Human Genetics Unit, Department of Pathology, College of Medicine, Kuwait University, P.O.Box 24923, 13110, Jabriya, Kuwait. Rabeah.altemaimi@ku.edu.kw.
Abstract:
Triple-negative breast cancer (TNBC) is one of the most aggressive and rapidly invasive breast cancer types. TNBC's potential to metastasize is greater than other types of breast cancer, and current research aims at finding distinct molecular targets that may serve as potential targeted therapeutics. Here, we utilized TNBC tissue microarrays to determine the protein expression of seven matrix metalloproteinases (MMPs) and Discoidin domain receptor 2 (DDR2) in metastatic and non-metastatic TNBC to identify potential targets for immunotherapy. We found MMP1 expression inversely correlated with tumor grade, whereas MMP2, 3, 12, and 13 expression directly correlated with tumor grade (p < 0.05). Metastatic TNBC correlated with the expression of DDR2 (r = 0.231, p = 0.043), MMP11 (r = 0.272, p = 0.017), and MMP14 (r = 0.426, p < 0.001). Multi-marker models were tested for their potential to predict metastatic TNBC from non-metastatic TNBC. An all-marker model had a significant classification potential (odd ratio (OR) 23.44 (95%CI: 6.06-73.1), p < 0.0001), whereas a 3-marker model that included DDR2, MMP2, and MMP14 had similar significant classification (OR 19.4 (5.1-60.4), p < 0.0001). Moreover, model performance metrics were comparable for the two models. Therefore, we propose MMP14 and DDR2 as potential molecular markers for the detection of metastatic TNBC. In addition, further research on the efficacy of targeted dual immunotherapies against MMP14 and DDR2 in TNBC is warranted.
Insights
Triple-negative breast cancer (TNBC) is aggressive. Researchers identified Discoidin domain receptor 2 (DDR2) and MMP14 as key protein markers that can help detect metastatic TNBC, paving the way for new immunotherapies.
Area of Science:
- Oncology
- Molecular Biology
- Immunotherapy
Background:
- Triple-negative breast cancer (TNBC) is an aggressive cancer subtype with high metastatic potential.
- Current research focuses on identifying distinct molecular targets for effective targeted therapeutics.
- Understanding the molecular landscape of TNBC is crucial for developing novel treatment strategies.
Purpose of the Study:
- To investigate the protein expression of matrix metalloproteinases (MMPs) and Discoidin domain receptor 2 (DDR2) in metastatic and non-metastatic TNBC.
- To identify potential molecular targets for immunotherapy in TNBC.
- To evaluate the potential of these markers in predicting TNBC metastasis.
Main Methods:
- Utilized TNBC tissue microarrays for protein expression analysis.
- Correlated the expression of MMPs (MMP1, MMP2, MMP3, MMP11, MMP12, MMP13, MMP14) and DDR2 with tumor grade and metastatic status.
- Developed multi-marker models to predict metastatic TNBC from non-metastatic TNBC.
Main Results:
- MMP1 expression inversely correlated with tumor grade, while MMP2, 3, 12, and 13 expression directly correlated with tumor grade.
- Metastatic TNBC showed significant correlation with the expression of DDR2, MMP11, and MMP14.
- A 3-marker model (DDR2, MMP2, MMP14) and an all-marker model demonstrated significant potential in classifying metastatic TNBC.
Conclusions:
- MMP14 and DDR2 are proposed as potential molecular markers for detecting metastatic TNBC.
- The findings support further investigation into targeted dual immunotherapies against MMP14 and DDR2 for TNBC treatment.
- Identifying these markers could lead to improved diagnostic and therapeutic strategies for TNBC.
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