Nested Cohort Study to Identify Characteristics That Predict Near-Term Disablement From Lung Cancer Brain Metastases

Andrea L. Cheville, Jeffrey R. Basford, Ian Parney, Ping Yang, Felix E. Diehn

Research output: Contribution to journalArticlepeer-review

3 Scopus citations


Objective To test whether the presence of patient- and imaging-level characteristics (1) are associated with clinically meaningful changes in mobility among patients with late-stage cancer with metastatic brain involvement, and (2) can predict their risk of near-term functional decline. Design Prospective nested cohort study. Setting Quaternary academic medical center. Participants The study population consisted of a nested cohort of the patients with imaging-confirmed brain metastases (n=66) among a larger cohort of patients with late-stage lung cancer (N=311). Interventions Not applicable. Main Outcome Measures Functional evaluations with the Activity Measure for Post-Acute Care Computer Adaptive Test (AM-PAC-CAT) and symptom intensity ratings were collected at monthly intervals for up to 2 years. Results In exploratory univariate models, whole brain radiation therapy (WBRT) and imaging findings of cerebellar or brainstem involvement were associated with large AM-PAC-CAT score declines reflecting worsening mobility (−4.55, SE 1.12; −2.87, SE, 1.0; and −3.14, SE 1.47, respectively). Also in univariate models, participants with new neurologic signs or symptoms at imaging (−2.48; SE .99), new brain metastases (−2.14, SE .99), or new and expanding metastases (−2.64, SE 1.14) declined significantly. Multivariate exploratory mixed logistic models, including WBRT, cerebellar/brainstem location, presence of new and expanding metastases, and worst pain intensity, had excellent predictive capabilities for AM-PAC-CAT score declines of 7.5 and 10 points (C statistics ≥0.8). Conclusions Among patients with lung cancer and brain metastases, cerebellar/brainstem location, new and expanding metastases, and treatment with WBRT may predict severe, near-term mobility losses and indicate a need to consider rehabilitation services.

Original languageEnglish (US)
Pages (from-to)303-311.e1
JournalArchives of Physical Medicine and Rehabilitation
Issue number2
StatePublished - Feb 1 2017


  • Decision support techniques
  • Lung neoplasms
  • Mobility limitation
  • Neoplasm metastasis
  • Radiotherapy
  • Rehabilitation

ASJC Scopus subject areas

  • Physical Therapy, Sports Therapy and Rehabilitation
  • Rehabilitation


Dive into the research topics of 'Nested Cohort Study to Identify Characteristics That Predict Near-Term Disablement From Lung Cancer Brain Metastases'. Together they form a unique fingerprint.

Cite this