Related Experiment Video
Updated: Nov 30, 2025

Profiling Sensitivity to Targeted Therapies in EGFR-Mutant NSCLC Patient-Derived Organoids
Published on: November 22, 2021
Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug
Paul T Winnard1, Farhad Vesuna1, Sankar Muthukumar1
1Division of Cancer Imaging Research, The Russell H Morgan Department of Radiology and Radiological Sciences, The Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America.
Background:
Monitoring and treating metastatic progression remains a formidable task due, in part, to an inability to monitor specific differential molecular adaptations that allow the cancer to thrive within different tissue types. Hence, to develop optimal treatment strategies for metastatic disease, an important consideration is the divergence of the metastatic cancer growing in visceral organs from the primary tumor. We had previously reported the establishment of isogenic human metastatic breast cancer cell lines that are representative of the common metastatic sites observed in breast cancer patients.
Methods:
Here we have used proteomic, RNAseq, and metabolomic analyses of these isogenic cell lines to systematically identify differences and commonalities in pathway networks and examine the effect on the sensitivity to breast cancer therapeutic agents.
Results:
Proteomic analyses indicated that dissemination of cells from the primary tumor sites to visceral organs resulted in cell lines that adapted to growth at each new site by, in part, acquiring protein pathways characteristic of the organ of growth. RNAseq and metabolomics analyses further confirmed the divergences, which resulted in differential efficacies to commonly used FDA approved chemotherapeutic drugs. This model system has provided data that indicates that organ-specific growth of malignant lesions is a selective adaptation and growth process.
Conclusions:
The insights provided by these analyses indicate that the rationale of targeted treatment of metastatic disease may benefit from a consideration that the biology of metastases has diverged from the primary tumor biology and using primary tumor traits as the basis for treatment may not be ideal to design treatment strategies.
Insights
Cancer metastases adapt to new organ environments, diverging from primary tumors. This organ-specific adaptation impacts treatment efficacy, suggesting personalized strategies are needed for metastatic breast cancer.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Metastatic progression is challenging to monitor due to molecular adaptations in different tissues.
- Understanding cancer divergence from primary tumors is crucial for effective metastatic disease treatment.
- Established isogenic human metastatic breast cancer cell lines represent common metastatic sites.
Purpose of the Study:
- To systematically identify molecular differences and commonalities in metastatic breast cancer cell lines.
- To examine how these divergences affect sensitivity to breast cancer therapeutics.
- To investigate organ-specific adaptations in metastatic cancer growth.
Main Methods:
- Proteomic, RNAseq, and metabolomic analyses were performed on isogenic cell lines.
- Comparative pathway network analysis was conducted.
- Sensitivity to FDA-approved chemotherapeutic drugs was assessed.
Main Results:
- Proteomic analysis revealed organ-specific pathway acquisition for growth in visceral organs.
- RNAseq and metabolomics confirmed molecular divergences.
- These divergences led to differential efficacies of common chemotherapeutic drugs.
Conclusions:
- Organ-specific growth of metastatic lesions is a selective adaptation process.
- Metastatic cancer biology diverges significantly from primary tumor biology.
- Targeted treatment strategies may need to consider metastatic divergence, not just primary tumor traits.
Related Concept Videos
Metastasis
Epithelial-to-Mesenchymal Transition
The epithelial-to-mesenchymal transition or EMT is a developmental process commonly observed in wound healing, embryogenesis, and cancer metastasis. EMT is induced by transforming growth factor-beta (TGF-β) or receptor tyrosine kinase (RTK) ligands, which further...
Treatment Resistant Cancers

