TY - JOUR
T1 - Nested Cohort Study to Identify Characteristics That Predict Near-Term Disablement From Lung Cancer Brain Metastases
AU - Cheville, Andrea L.
AU - Basford, Jeffrey R.
AU - Parney, Ian
AU - Yang, Ping
AU - Diehn, Felix E.
N1 - Publisher Copyright:
© 2016 American Congress of Rehabilitation Medicine
PY - 2017/2/1
Y1 - 2017/2/1
N2 - 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.
AB - 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.
KW - Decision support techniques
KW - Lung neoplasms
KW - Mobility limitation
KW - Neoplasm metastasis
KW - Radiotherapy
KW - Rehabilitation
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U2 - 10.1016/j.apmr.2016.08.473
DO - 10.1016/j.apmr.2016.08.473
M3 - Article
C2 - 27666158
AN - SCOPUS:85008162858
SN - 0003-9993
VL - 98
SP - 303-311.e1
JO - Archives of Physical Medicine and Rehabilitation
JF - Archives of Physical Medicine and Rehabilitation
IS - 2
ER -