Related Experiment Video
Updated: May 7, 2026

Practical Considerations in Studying Metastatic Lung Colonization in Osteosarcoma Using the Pulmonary Metastasis Assay
Published on: March 12, 2018
Metastatic Trajectories in Non-Small Cell Lung Cancer Guide Local and Systemic Therapies
Jonas Willmann1,2, Edward Christopher Dee3, Lizza E L Hendriks4
1Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY.
Abstract:
Advances in systemic therapy have improved outcomes for metastatic non-small cell lung cancer (NSCLC), yet resistance and progression remain nearly universal. Local therapies such as radiotherapy, surgery, and image-guided ablation can extend disease control in selected patients, but existing classifications-including dynamic models of oligometastatic disease-assign a single state per patient and do not capture lesion-level heterogeneity. We introduce the concept of metastatic trajectories-the spatiotemporal dynamics of response and progression across lesions, organs, and patients-as a framework to characterize intrapatient heterogeneity and inform adaptive treatment strategies. Dimensions of metastatic trajectories include the magnitude and homogeneity of response, mechanisms of resistance, organotropism, and the pattern, site, extent, and pace of progression. This framework shifts the focus from overall disease states to individual lesion behavior over time, enabling reactive strategies based on observed trajectories and anticipatory strategies based on predicted ones. We review the biological foundations of intrapatient heterogeneity-including genomic diversification, nongenetic plasticity, and tumor-microenvironmental adaptation-that drive divergent lesion evolution and treatment response. Emerging biomarkers such as circulating tumor DNA and radiomic signatures, together with integrative genomic and functional imaging approaches, may allow tracking and prediction of trajectory evolution. Standardized reporting parameters are proposed to ensure consistent documentation and facilitate validation across studies. Integrating trajectory-based assessment into clinical practice could refine patient selection for local and systemic therapy, enable biology-informed adaptation of treatment timing and intensity, and provide a foundation for next-generation clinical trials aimed at precision management of metastatic NSCLC.
Insights
Metastatic trajectories offer a new framework for understanding intrapatient heterogeneity in metastatic non-small cell lung cancer (NSCLC). This approach tracks individual lesion behavior over time to guide adaptive, precision treatment strategies.
Area of Science:
- Oncology
- Cancer Biology
- Translational Medicine
Background:
- Systemic therapies have improved outcomes for metastatic non-small cell lung cancer (NSCLC), but resistance and progression are common.
- Current classifications do not capture lesion-level heterogeneity, limiting adaptive treatment strategies.
Purpose of the Study:
- Introduce the concept of "metastatic trajectories" to characterize intrapatient heterogeneity.
- Provide a framework for informing adaptive treatment strategies in metastatic NSCLC.
- Shift focus from overall disease states to individual lesion behavior over time.
Main Methods:
- Define dimensions of metastatic trajectories (response, resistance, organotropism, progression patterns).
- Review biological foundations of intrapatient heterogeneity (genomic diversification, plasticity, tumor microenvironment).
- Discuss emerging biomarkers (ctDNA, radiomics) and imaging for tracking trajectory evolution.
Main Results:
- Metastatic trajectories enable reactive and anticipatory treatment strategies.
- Understanding lesion-level dynamics can refine patient selection for local and systemic therapies.
- Proposed standardized parameters facilitate consistent documentation and validation.
Conclusions:
- Integrating trajectory-based assessment into clinical practice can enable biology-informed treatment adaptation.
- This framework supports next-generation clinical trials for precision management of metastatic NSCLC.
- Metastatic trajectories offer a novel approach to managing complex metastatic disease.
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...
Targeted Cancer Therapies
There are several types of targeted therapies against...
Tumor Progression
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...

