The melanoma-specific graded prognostic assessment does not adequately discriminate prognosis in a modern population with brain metastases from malignant melanoma
Author(s)
Type
Journal Article
Abstract
background: The melanoma-specific graded prognostic assessment (msGPA) assigns patients with brain metastases from malignant melanoma to 1 of 4 prognostic groups. It was largely derived using clinical data from patients treated in the era that preceded the development of newer therapies such as BRAF, MEK and immune checkpoint inhibitors. Therefore, its current relevance to patients diagnosed with brain metastases from malignant melanoma is unclear. This study is an external validation of the msGPA in two temporally distinct British populations.
methods: Performance of the msGPA was assessed in Cohort I (1997–2008, n=231) and Cohort II (2008–2013, n=162) using Kaplan–Meier methods and Harrell’s c-index of concordance. Cox regression was used to explore additional factors that may have prognostic relevance.
results: The msGPA does not perform well as a prognostic score outside of the derivation cohort, with suboptimal statistical calibration and discrimination, particularly in those patients with an intermediate prognosis. Extra-cerebral metastases, leptomeningeal disease, age and potential use of novel targeted agents after brain metastases are diagnosed, should be incorporated into future prognostic models.
conclusions: An improved prognostic score is required to underpin high-quality randomised controlled trials in an area with a wide disparity in clinical care.
methods: Performance of the msGPA was assessed in Cohort I (1997–2008, n=231) and Cohort II (2008–2013, n=162) using Kaplan–Meier methods and Harrell’s c-index of concordance. Cox regression was used to explore additional factors that may have prognostic relevance.
results: The msGPA does not perform well as a prognostic score outside of the derivation cohort, with suboptimal statistical calibration and discrimination, particularly in those patients with an intermediate prognosis. Extra-cerebral metastases, leptomeningeal disease, age and potential use of novel targeted agents after brain metastases are diagnosed, should be incorporated into future prognostic models.
conclusions: An improved prognostic score is required to underpin high-quality randomised controlled trials in an area with a wide disparity in clinical care.
Date Issued
2015-10-20
Date Acceptance
2015-09-10
Citation
British Journal of Cancer, 2015, 113, pp.1275-1281
ISSN
1532-1827
Publisher
Cancer Research UK
Start Page
1275
End Page
1281
Journal / Book Title
British Journal of Cancer
Volume
113
Copyright Statement
This work is licensed under the Creative
Commons Attribution 4.0 International
License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
Commons Attribution 4.0 International
License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
License URL
Subjects
Science & Technology
Life Sciences & Biomedicine
Oncology
brain metastases
melanoma
radiotherapy
graded prognostic assessment
RECURSIVE PARTITIONING ANALYSIS
OPEN-LABEL
PHASE-2 TRIAL
RADIOSURGERY
SURVIVAL
VALIDATION
INDEX
SCORE
MULTICENTER
VEMURAFENIB
Adolescent
Adult
Aged
Aged, 80 and over
Brain Neoplasms
Female
Humans
Male
Melanoma
Middle Aged
Prognosis
Retrospective Studies
Young Adult
Oncology & Carcinogenesis
1112 Oncology And Carcinogenesis
Publication Status
Published