Effectiveness of Radiofrequency Ablation in the Treatment of Painful Osseous Metastases: A Correlation Meta-Analysis with Machine Learning Cluster Identification

J Vasc Interv Radiol. 2020 Nov;31(11):1753-1762. doi: 10.1016/j.jvir.2020.08.002. Epub 2020 Oct 1.

Abstract

A systematic review and meta-analysis of pain response after radiofrequency (RF) ablation over time for osseous metastases was conducted in 2019. Analysis used a random-effects model with GOSH plots and meta-regression. Fourteen studies comprising 426 patients, most with recalcitrant pain, were identified. Median pain reduction after RF ablation was 67% over median follow-up of 24 weeks (R2 = -.66, 95% confidence interval -0.76 to -0.55, I2 = 71.24%, fail-safe N = 875) with 44% pain reduction within 1 week. A low-heterogeneity subgroup was identified with median pain reduction after RF ablation of 70% over 12 weeks (R2 = -.75, 95% confidence interval -0.80 to -0.70, I2 = 2.66%, fail-safe N = 910). Addition of cementoplasty after RF ablation did not significantly affect pain scores. Primary tumor type and tumor size did not significantly affect pain scores. A particular, positive association between pain after RF ablation and axial tumors was identified, implying possible increased palliative effects for RF ablation on axial over appendicular lesions. RF ablation is a useful palliative therapy for osseous metastases, particularly in patients with recalcitrant pain.

Publication types

  • Meta-Analysis
  • Systematic Review

MeSH terms

  • Adult
  • Aged
  • Bone Neoplasms / complications
  • Bone Neoplasms / mortality
  • Bone Neoplasms / secondary
  • Bone Neoplasms / surgery*
  • Cementoplasty
  • Cluster Analysis
  • Female
  • Humans
  • Machine Learning*
  • Male
  • Middle Aged
  • Pain / diagnosis
  • Pain / etiology
  • Pain / mortality
  • Pain / prevention & control*
  • Pain Measurement
  • Palliative Care*
  • Quality of Life
  • Radiofrequency Ablation* / adverse effects
  • Radiofrequency Ablation* / mortality
  • Time Factors
  • Treatment Outcome