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Updated: Jun 12, 2026

Studying Triple Negative Breast Cancer Using Orthotopic Breast Cancer Model
Published on: March 20, 2020
Geospatial genetic evolution and phenotypic plasticity in triple-negative breast cancer
Ruoxi Hong1, Pin Wu2, Yuyue Qiu1
1Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Spatial multi-omics reveal how genetic changes and retained traits drive triple-negative breast cancer (TNBC) metastasis. An oxidative phosphorylation (OXPHOS) signature predicts poor outcomes and limited immunotherapy response in TNBC patients.
Area of Science:
- Genomics
- Cancer Biology
- Translational Research
Background:
- Triple-negative breast cancer (TNBC) metastasis is complex, with genotype-phenotype interactions poorly understood.
- Spatial heterogeneity within tumors influences metastatic evolution.
- Understanding these dynamics is crucial for developing effective TNBC therapies.
Purpose of the Study:
- To investigate spatial genomic and transcriptomic heterogeneity in TNBC.
- To explore the interplay between genotype and phenotype during TNBC metastasis.
- To identify novel biomarkers for TNBC prognosis and treatment.
Main Methods:
- Developed a pathology-guided geospatial genomic and transcriptomic sequencing workflow (pGeo-G&T-seq).
- Applied pGeo-G&T-seq to primary and metastatic TNBC specimens using laser capture microdissection (LCM).
- Integrated whole-exome, whole-genome, and whole-transcriptome sequencing with independent TNBC datasets.
Main Results:
- Uncovered spatial intratumoral heterogeneity with distinct genomic and transcriptomic patterns.
- Identified an oxidative phosphorylation (OXPHOS)-associated transcriptional state linked to poor prognosis and immunotherapy resistance.
- Observed that genetic ancestry influenced transcriptional stability and that metastatic clones retained phenotypic traits.
Conclusions:
- Genetic evolution and phenotypic retention drive TNBC spatial heterogeneity and metastasis.
- The pGeo-G&T-seq framework facilitates genotype-phenotype coupling analysis in intact tissues.
- The OXPHOS signature may aid TNBC patient stratification and guide future therapeutic strategies.
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