Traditional Prostate Cancer Risk Assessment Scales Do Not Predict Outcomes from Brain Metastases: A Population-Based Predictive Nomogram
Liliana R. Ladner, Srijan Adhikari, Abhishek S. Bhutada, Joshua A. Cuoco, Vaibhav M. Patel, John J. Entwistle, Cara M. Rogers, Eric A. Marvin

TL;DR
This study finds that traditional prostate cancer risk tools don't predict brain metastasis outcomes, and develops a new survival prediction model based on factors like race, tumor size, and treatment.
Contribution
A novel nomogram is developed to predict survival in prostate cancer brain metastases, independent of traditional prostate cancer risk metrics.
Findings
Median overall survival for brain metastases from prostate cancer is 15 months.
Hispanic patients and those with smaller tumors or no additional metastases had better survival.
Traditional prostate cancer metrics like Gleason and ISUP grading are not predictive of survival in brain metastases.
Abstract
Brain metastases from systemic cancer are the most common tumors of the central nervous system. For prostate metastases to the brain, the clinical progression is poorly understood. This retrospective study aims to elucidate clinical risk factors associated with overall survival (OS; months post-diagnosis) in prostate metastases to the brain, and then develop a nomogram to aid in clinical decision making for this vulnerable population. We identified several factors associated with survival, including race, tumor size, and the presence of additional metastases. This study should serve as a clinical framework for prognostication in metastatic prostate cancer to the brain. Brain metastases are an uncommon yet life-limiting manifestation of prostate cancer. However, there is limited insight into the natural progression, therapeutics, and patient outcomes for prostate cancer once…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBrain Metastases and Treatment · Prostate Cancer Treatment and Research · Lung Cancer Research Studies
