Risk Analysis Index and Its Recalibrated Version Predict Postoperative Outcomes Better Than 5-Factor Modified Frailty Index in Traumatic Spinal Injury

Matthew Conlon, Rachel Thommen, Syed Faraz Kazim, Alis J. Dicpinigaitis, Meic H. Schmidt, Rohini G. McKee, Christian A. Bowers

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

Objective: To assess the discriminative ability of the Risk Analysis Index-administrative (RAI-A) and its recalibrated version (RAI-Rev), compared to the 5-factor modified frailty index (mFI-5), in predicting postoperative outcomes in patients undergoing surgical intervention for traumatic spine injuries (TSIs). Methods: The Current Procedural Terminology (CPT) and International Classification of Disease-9 (ICD-9) and ICD-10 codes were used to identify patients ≥ 18 years who underwent surgical intervention for TSI from National Surgical Quality Improvement Program (ACS-NSQIP) database 2015–2019 (n = 6,571). Multivariate analysis and receiver operating characteristic (ROC) curve analysis were conducted to evaluate the comparative discriminative ability of RAI-Rev, RAI-A, and mFI-5 for 30-day postoperative outcomes. Results: Multivariate regression analysis showed that with all 3 frailty scores, increasing frailty tiers resulted in worse postoperative outcomes, and patients identified as frail and severe-ly frail using RAI-Rev and RAI-A had the highest odds of poor outcomes. In the ROC curve/ C-statistics analysis for prediction of 30-day mortality and morbidity, both RAI-Rev and RAI-A outperformed mFI-5, and for many outcomes, RAI-Rev showed better discriminative performance compared to RAI-A, including mortality (p = 0.0043, DeLong test), ex-tended length of stay (p = 0.0042), readmission (p < 0.0001), reoperation (p = 0.0175), and nonhome discharge (p < 0.0001). Conclusion: Both RAI-Rev and RAI-A performed better than mFI-5, and RAI-Rev was su-perior to RAI-A in predicting postoperative mortality and morbidity in TSI patients. RAI-based frailty indices can be used in preoperative risk assessment of spinal trauma patients.

Original languageEnglish
Pages (from-to)1039-1048
Number of pages10
JournalNeurospine
Volume19
Issue number4
DOIs
StatePublished - Dec 2022
Externally publishedYes

Keywords

  • Frailty
  • Modified frailty index
  • Risk Analysis Index-administrative
  • Risk Analysis Index-revised
  • Spinal trauma

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