Metastatic Trajectories in Non–Small Cell Lung Cancer Guide Local and Systemic Therapies

J Jonas Willmann (Department of Radiation Oncology University Hospital Zurich University of Zurich Zurich Switzerland) E Edward Christopher Dee L Lizza E.L. Hendriks (Department of Pulmonary Diseases, GROW-Research Institute for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands) N Nikolaos M. Dimitriou (Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY) M Mandy Jongbloed (Department of Pulmonary Diseases, GROW-Research Institute for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands) A Adam J. Schoenfeld A Alexander Drilon (Department of Medicine, Memorial Sloan Kettering Cancer Center) K Karuna Ganesh Y Y. Helen Zhang (Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY) J Jill Feldman (Patient Advocate EGFR Resisters Deerfield Illinois USA) R Raphael Werner (Department of Thoracic Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland) I Isabelle Opitz (Department of Thoracic Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland) J Jian Carrot-Zhang N Nikolaus Schultz H Harini Veeraraghavan (Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY) D David R. Jones (MPA-Center for Integrated Nanotechnologies, Los Alamos National Laboratory 2 , Los Alamos, New Mexico 87545,) M Mark Awad C Charles M. Rudin S Sanjay Popat D Dirk De Ruysscher D Daniel R. Gomez (Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY) M Matthias Guckenberger (Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland) P Puneeth Iyengar

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

Volume / Issue Vol. 44, Issue 16
Published June 01, 2026
Pages 1540-1552
ISSN 0732-183X
Publisher Lippincott Williams & Wilkins

Journal Info

Journal of Clinical Oncology

Lippincott Williams & Wilkins

ISSN: 0732-183X Health Sciences

Authors (23)

J

Jonas Willmann

Department of Radiation Oncology University Hospital Zurich University of Zurich Zurich Switzerland

E

Edward Christopher Dee

L

Lizza E.L. Hendriks

Department of Pulmonary Diseases, GROW-Research Institute for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands

N

Nikolaos M. Dimitriou

Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY

M

Mandy Jongbloed

Department of Pulmonary Diseases, GROW-Research Institute for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands

A

Adam J. Schoenfeld

A

Alexander Drilon

Department of Medicine, Memorial Sloan Kettering Cancer Center

K

Karuna Ganesh

Y

Y. Helen Zhang

Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY

J

Jill Feldman

Patient Advocate EGFR Resisters Deerfield Illinois USA

R

Raphael Werner

Department of Thoracic Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland

I

Isabelle Opitz

Department of Thoracic Surgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland

J

Jian Carrot-Zhang

N

Nikolaus Schultz

H

Harini Veeraraghavan

Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY

D

David R. Jones

MPA-Center for Integrated Nanotechnologies, Los Alamos National Laboratory 2 , Los Alamos, New Mexico 87545,

M

Mark Awad

C

Charles M. Rudin

S

Sanjay Popat

D

Dirk De Ruysscher

D

Daniel R. Gomez

Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY

M

Matthias Guckenberger

Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland

P

Puneeth Iyengar