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Updated: Nov 27, 2025

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Comprehensive molecular profiling broadens treatment options for breast cancer patients
Hitomi Kawaji1, Makoto Kubo1, Nami Yamashita2
1Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.
Abstract:
Precision oncology with next generation sequencing (NGS) using tumor tissue with or without blood has begun in Japan. Tumor molecular profiling tests are available, including the OncoGuide™ NCC Oncopanel System and FoundationOne® CDx (F1CDx). Our purpose was to identify potentially actionable genetic alterations in breast cancer with this comprehensive tumor profiling test. We enrolled 115 patients with pathologically diagnosed advanced or metastatic breast cancer. Comprehensive tumor genomic profiling, microsatellite instability, and tumor mutational burden (TMB) were determined using F1CDx. Testing was successful in 109/115 cases (94.8%). Clinically actionable alterations were identified in 76% of advanced breast cancer patients. The most frequent short variants were in TP53 (48.6%), PIK3CA (38.5%), GATA3 (11.0%), PTEN (11.0%), and BRCA1 (10.1%), and structural variants were in ERBB2 (24.8%), MYC (21.1%), RAD21 (21.1%), CCND1 (11.9%), FGF19 (10.1%), and PTEN (10.1%). Regarding human epidermal growth factor receptor (HER)2 status, 106/109 samples (97.2%) were concordant between F1CDx and HER2 testing with immunohistochemistry/fluorescence in situ hybridization. However, ERBB2 amplification was newly detected in four samples and ERBB2 mutations were detected in five HER2-negative breast cancer samples. Oncogenic BRCA mutations were found in three samples with F1CDx among 27 germline testing-negative samples. The mean TMB in all samples was 6.28 mut/Mb and tended to be higher in luminal B and triple-negative breast cancer (mean = 8.1 and 5.9 mut/Mb, respectively) compared with other subtypes. In conclusion, we established a system for precision oncology and obtained preliminary data with NGS as the first step. The information in this clinical sequencing panel will help guide the development of new treatments for breast cancer patients.
Insights
Precision oncology in Japan now uses next-generation sequencing (NGS) for advanced breast cancer. This comprehensive tumor profiling identified actionable genetic alterations in 76% of patients, guiding future treatment development.
Area of Science:
- Oncology
- Genomics
- Precision Medicine
Background:
- Precision oncology is advancing in Japan, utilizing next-generation sequencing (NGS) for tumor molecular profiling.
- Tumor molecular profiling tests, such as FoundationOne® CDx (F1CDx), are becoming available.
Purpose of the Study:
- To identify potentially actionable genetic alterations in advanced or metastatic breast cancer using comprehensive tumor profiling.
- To evaluate the utility of NGS-based comprehensive tumor profiling in a Japanese breast cancer cohort.
Main Methods:
- 115 patients with advanced/metastatic breast cancer underwent comprehensive tumor genomic profiling using F1CDx.
- Microsatellite instability and tumor mutational burden (TMB) were also determined.
- Testing success rate was 94.8% (109/115 cases).
Main Results:
- Clinically actionable alterations were found in 76% of patients.
- Frequent short variants included TP53 (48.6%) and PIK3CA (38.5%).
- Frequent structural variants included ERBB2 (24.8%) and MYC (21.1%).
- High concordance (97.2%) was observed for HER2 status between F1CDx and conventional testing.
- New ERBB2 alterations were detected in HER2-negative samples, and oncogenic BRCA mutations were identified.
Conclusions:
- A system for precision oncology using NGS was established in Japan.
- Preliminary data from comprehensive tumor profiling provides insights for guiding new breast cancer treatments.
- NGS-based profiling can uncover actionable alterations, including in HER2-negative and germline testing-negative cases.
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