Discriminatory Value of the Risk Analysis Index Versus the 5-Factor Modified Frailty Index for Major Outcome Measures in Degenerative Cervical Myelopathy

Study DesignObservational Retrospective Cohort Study.ObjectivesTo compare the discriminatory abilities of the Revised Risk Analysis Index (RAI-Rev) and the 5-Factor Modified Frailty Index (mFI-5) to predict major postoperative outcomes in DCM patients overall, and by anterior (ADF) or posterior (PDF) approaches for decompression and fusion.MethodsThe American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for DCM patients undergoing ADF or PDF from 2015-2020. Logistic regression and Receiver Operating Characteristic analysis were used to compare the predictive and discriminatory value of mFI-5 and RAI-Rev for 30-day outcomes.Results18,138 DCM patients were included (median age: 61 years). Both RAI-Rev and mFI-5 predicted 30-day outcomes; however, increasing frailty as measured by RAI-Rev demonstrated greater odds ratios. RAI-rev demonstrated superior discrimination for non-fatal adverse outcomes, notably non-home discharge (NHD) [C-statistic 0.72 (95% CI 0.71-0.73, <i>P</i> < 0.001)], and for all non-fatal measures except major complications (<i>P</i> < 0.05). Sub-analysis by approach showed frailty had greater predictive accuracy for adverse outcomes in ADF compared to PDF.ConclusionsThe RAI-Rev demonstrated superior discrimination predicting non-fatal outcomes following DCM when compared to the mFI-5, with equivalent mortality prediction. Further, frailty plays a stronger role in predicting mortality and morbidity in ADF compared to frailty's impact on predicting outcomes with PDF. This finding demonstrates the utility of the RAI-Rev in preoperative risk stratification with an increasingly frail patient population and provides initial evidence for selecting posterior approaches for DCM patients as frailty increases.

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Publication Details

Journal
Global Spine Journal
Published
2025-04-29
DOI
https://doi.org/10.1177/21925682251339101
Citations
3
Primary Topic
Spinal Fractures and Fixation Techniques
Type
article
Field-Weighted Citation Impact
6.02
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article

Discriminatory Value of the Risk Analysis Index Versus the 5-Factor Modified Frailty Index for Major Outcome Measures in Degenerative Cervical Myelopathy

Michael M. Covell, William T. DiCiurcio, Christian A. Bowers, Meic H. Schmidt et al.
3 citations
Global Spine Journal
Spinal Fractures and Fixation Techniques
6.02
article

Discriminatory Value of the Risk Analysis Index Versus the 5-Factor Modified Frailty Index for Major Outcome Measures in Degenerative Cervical Myelopathy

Michael M. Covell, William T. DiCiurcio, Christian A. Bowers, Meic H. Schmidt, Sina Zoghi, Johnny B. Delashaw, Marc Moisi, Nithin K. Gupta, Stefan T. Prvulovic, Chase Smitterberg
article en
3 citations

Abstract

Study DesignObservational Retrospective Cohort Study.ObjectivesTo compare the discriminatory abilities of the Revised Risk Analysis Index (RAI-Rev) and the 5-Factor Modified Frailty Index (mFI-5) to predict major postoperative outcomes in DCM patients overall, and by anterior (ADF) or posterior (PDF) approaches for decompression and fusion.MethodsThe American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for DCM patients undergoing ADF or PDF from 2015-2020. Logistic regression and Receiver Operating Characteristic analysis were used to compare the predictive and discriminatory value of mFI-5 and RAI-Rev for 30-day outcomes.Results18,138 DCM patients were included (median age: 61 years). Both RAI-Rev and mFI-5 predicted 30-day outcomes; however, increasing frailty as measured by RAI-Rev demonstrated greater odds ratios. RAI-rev demonstrated superior discrimination for non-fatal adverse outcomes, notably non-home discharge (NHD) [C-statistic 0.72 (95% CI 0.71-0.73, <i>P</i> < 0.001)], and for all non-fatal measures except major complications (<i>P</i> < 0.05). Sub-analysis by approach showed frailty had greater predictive accuracy for adverse outcomes in ADF compared to PDF.ConclusionsThe RAI-Rev demonstrated superior discrimination predicting non-fatal outcomes following DCM when compared to the mFI-5, with equivalent mortality prediction. Further, frailty plays a stronger role in predicting mortality and morbidity in ADF compared to frailty's impact on predicting outcomes with PDF. This finding demonstrates the utility of the RAI-Rev in preoperative risk stratification with an increasingly frail patient population and provides initial evidence for selecting posterior approaches for DCM patients as frailty increases.

Global Spine JournalVol. 16(1)
Campbell University (US), Maine Medical Center (US), Georgetown University (US), Shiraz University of Medical Sciences (IR), Thomas Jefferson University Hospital (US), Hurley Medical Center (US), Jefferson College of Health Sciences (US), University of Michigan–Flint (US), Jefferson County Department of Health (US), Maine Medical Center (US), Nature Inspires Creativity Engineers Lab, Michigan State University (US)
Reduced inequalities
Openalex Percentile: Top 4%
Spinal Fractures and Fixation Techniques
6.02
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