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Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
Published on: August 16, 2020
Detection of PIK3CA Mutations in Breast Cancer Bone Metastases
Manijeh Daneshmand1, Jennifer E L Hanson, Mitra Nabavi
1Centre for Cancer Therapeutics, Ottawa Hospital Research Institute, 501 Smyth Road, Ottawa, Ontario, Canada K1H 8L6.
Abstract:
Background. An important goal of personalized cancer therapy is to tailor specific therapies to the mutational profile of individual patients. However, whole genome sequencing studies have shown that the mutational profiles of cancers evolve over time and often differ between primary and metastatic sites. Activating point mutations in the PIK3CA gene are common in primary breast cancer tumors, but their presence in breast cancer bone metastases has not been assessed previously. Results. Fourteen patients with breast cancer bone metastases were biopsied by three methods: CT-guided bone biopsies; bone marrow trephine biopsies; and bone marrow aspiration. Samples that were positive for cancer cells were obtained from six patients. Three of these patients had detectable PIK3CA mutations in bone marrow cancer cells. Primary tumor samples were available for four of the six patients assessed for PIK3CA status in their bone metastases. For each of these, the PIK3CA mutation status was the same in the primary and metastatic sites. Conclusions. PIK3CA mutations occur frequently in breast cancer bone metastases. The PIK3CA mutation status in bone metastases samples appears to reflect the PIK3CA mutation status in the primary tumour. Breast cancer patients with bone metastases may be candidates for treatment with selective PIK3CA inhibitors.
Insights
PIK3CA mutations are frequent in breast cancer bone metastases and often match the primary tumor. This suggests patients with bone metastases may benefit from PIK3CA inhibitor therapies.
Area of Science:
- Oncology
- Genetics
- Cancer Biology
Background:
- Personalized cancer therapy aims to match treatments to individual patient mutations.
- Cancer mutational profiles evolve and can differ between primary and metastatic sites.
- PIK3CA gene mutations are common in primary breast cancer but unstudied in bone metastases.
Purpose of the Study:
- To assess the prevalence of PIK3CA mutations in breast cancer bone metastases.
- To compare PIK3CA mutation status between primary tumors and bone metastases.
Main Methods:
- Biopsies (CT-guided bone, bone marrow trephine, aspiration) were performed on 14 patients with bone metastases.
- Samples were analyzed for cancer cells and PIK3CA mutation status.
- Primary tumor samples were available for comparison in some patients.
Main Results:
- Cancer cells were obtained from six patients.
- PIK3CA mutations were detected in bone marrow cancer cells of three patients.
- PIK3CA mutation status was consistent between primary tumors and bone metastases in all comparable cases.
Conclusions:
- PIK3CA mutations are common in breast cancer bone metastases.
- The PIK3CA mutation status in bone metastases mirrors that of the primary tumor.
- Patients with breast cancer and bone metastases might be suitable candidates for PIK3CA inhibitor treatments.
