External Validation of PathFx 3.0 Model on a Single-Centre Portuguese Population

Purpose PathFx 3.0 (Jonathan A. Forsberg, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Rikard Wedin, Karolinska Institutet, Stockholm, Sweden) is a prognostic model designed to predict survival in patients with bone metastatic disease. While it has been widely validated, concerns remain regarding its application across different healthcare systems. This study aimed to externally validate the performance of PathFx 3.0 in a Portuguese cohort. Methods A retrospective cohort of patients who underwent surgery for skeletal metastases between January 2018 and April 2023 was analysed. Survival probabilities at one, three, six, 12 and 24 months were generated for each patient. Performance was assessed using the area under the receiver operating characteristic curve (AUC-ROC) with 95% confidence intervals, Brier scores and calibration. Results A total of 49 patients were included, with a median follow-up of 19 months (interquartile range (IQR) 5-35). Observed survival was 89.8% at one month, 81.6% at three months, 69.4% at six months, 65.3% at 12 months and 42.9% at 24 months. Discrimination was poor at one month (area under the curve (AUC) 0.495) but improved in subsequent time periods, with AUC values of 0.760 at three months, 0.773 at six months, 0.791 at 12 months and 0.752 at 24 months. Brier scores ranged from 0.172 to 0.246. Calibration analysis showed good agreement between predicted and observed outcomes, except in the early post-operative period. Conclusion PathFx 3.0 demonstrated good performance in the studied population. While early survival prediction remains limited, the model provides valuable prognostic support for operative decision-making in patients with metastatic bone disease in later time periods. Continued external validation in larger, multicentric Portuguese cohorts is warranted.

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Publication Details

Journal
Cureus
Published
2026-02-25
DOI
https://doi.org/10.7759/cureus.104218
Primary Topic
Heart Rate Variability and Autonomic Control
Type
article
Field-Weighted Citation Impact
0.00
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article

External Validation of PathFx 3.0 Model on a Single-Centre Portuguese Population

Jorge Rebola, Joana M. Correia, Pedro Rasteiro, João Nobrega et al.
Cureus
Heart Rate Variability and Autonomic Control
article

External Validation of PathFx 3.0 Model on a Single-Centre Portuguese Population

Jorge Rebola, Joana M. Correia, Pedro Rasteiro, João Nobrega, Renata Vaz, Carlos Pedrosa, João Rosado, Sofia Miguel, José Portela, Vera Vaz
article en

Abstract

Purpose PathFx 3.0 (Jonathan A. Forsberg, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Rikard Wedin, Karolinska Institutet, Stockholm, Sweden) is a prognostic model designed to predict survival in patients with bone metastatic disease. While it has been widely validated, concerns remain regarding its application across different healthcare systems. This study aimed to externally validate the performance of PathFx 3.0 in a Portuguese cohort. Methods A retrospective cohort of patients who underwent surgery for skeletal metastases between January 2018 and April 2023 was analysed. Survival probabilities at one, three, six, 12 and 24 months were generated for each patient. Performance was assessed using the area under the receiver operating characteristic curve (AUC-ROC) with 95% confidence intervals, Brier scores and calibration. Results A total of 49 patients were included, with a median follow-up of 19 months (interquartile range (IQR) 5-35). Observed survival was 89.8% at one month, 81.6% at three months, 69.4% at six months, 65.3% at 12 months and 42.9% at 24 months. Discrimination was poor at one month (area under the curve (AUC) 0.495) but improved in subsequent time periods, with AUC values of 0.760 at three months, 0.773 at six months, 0.791 at 12 months and 0.752 at 24 months. Brier scores ranged from 0.172 to 0.246. Calibration analysis showed good agreement between predicted and observed outcomes, except in the early post-operative period. Conclusion PathFx 3.0 demonstrated good performance in the studied population. While early survival prediction remains limited, the model provides valuable prognostic support for operative decision-making in patients with metastatic bone disease in later time periods. Continued external validation in larger, multicentric Portuguese cohorts is warranted.

CureusVol. 18(2)
Administração Regional de Saúde de Lisboa e Vale do Tejo (PT)
Reduced inequalities
Openalex Percentile: Top 48%
Heart Rate Variability and Autonomic Control
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