articleJAMA OncologyNov 28, 2016BRONZE OA

Estimating Survival in Patients With Lung Cancer and Brain Metastases

University of Minnesota · Minnesota Oncology · +11 more institutions

PubMed
Indexed incrossrefpubmed

Abstract

Importance

Lung cancer is the leading cause of cancer-related mortality in the United States and worldwide. As systemic therapies improve, patients with lung cancer live longer and thus are at increased risk for brain metastases. Understanding how prognosis varies across this heterogeneous patient population is essential to individualize care and design future clinical trials.

Objective

To update the current Diagnosis-Specific Graded Prognostic Assessment (DS-GPA) for patients with non-small-cell lung cancer (NSCLC) and brain metastases. The DS-GPA is based on data from patients diagnosed between 1985 and 2005, and we set out to update it by incorporating more recently reported gene and molecular alteration data for patients with NSCLC and brain metastases. This new index is called the Lung-molGPA. DESIGN, SETTING, AND PARTICIPANTS: This is a multi-institutional retrospective database analysis of 2186 patients diagnosed between 2006 and 2014 with NSCLC and newly diagnosed brain metastases. The multivariable analyses took place between December 2015 and May 2016, and all prognostic factors were weighted for significance by hazard ratios. Significant factors were included in the updated Lung-molGPA prognostic index. MAIN OUTCOMES AND MEASURES: The main outcome was survival. Multiple Cox regression was used to select and weight prognostic factors in proportion to their hazard ratios. Log rank tests were used to compare adjacent classes and to compare overall survival for adenocarcinoma vs nonadenocarcinoma groups.

Citation impact

655
total citations
FWCI
43.96
Percentile
100%
References
20
Citations per year

Authors

27

Topics & keywords

Keywords
  • Medicine
  • Lung cancer
  • Hazard ratio
  • Internal medicine
  • Oncology
  • Proportional hazards model
  • Brain metastasis
  • Performance status
UN Sustainable Development Goals
  • Good health and well-being
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