Metastatic Trajectories in Non–Small Cell Lung Cancer Guide Local and Systemic Therapies
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.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (23)
Jonas Willmann
Department of Radiation Oncology University Hospital Zurich University of Zurich Zurich Switzerland
Edward Christopher Dee
Lizza E.L. Hendriks
Department of Pulmonary Diseases, GROW-Research Institute for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
Nikolaos M. Dimitriou
Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
Mandy Jongbloed
Department of Pulmonary Diseases, GROW-Research Institute for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands
Adam J. Schoenfeld
Alexander Drilon
Department of Medicine, Memorial Sloan Kettering Cancer Center
Karuna Ganesh
Y. Helen Zhang
Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
Jill Feldman
Patient Advocate EGFR Resisters Deerfield Illinois USA
Raphael Werner
Department of Thoracic Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland
Isabelle Opitz
Department of Thoracic Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland
Jian Carrot-Zhang
Nikolaus Schultz
Harini Veeraraghavan
Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY
David R. Jones
MPA-Center for Integrated Nanotechnologies, Los Alamos National Laboratory 2 , Los Alamos, New Mexico 87545,
Mark Awad
Charles M. Rudin
Sanjay Popat
Dirk De Ruysscher
Daniel R. Gomez
Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
Matthias Guckenberger
Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
Puneeth Iyengar