TY - JOUR
T1 - Risk Analysis Index and Its Recalibrated Version Predict Postoperative Outcomes Better Than 5-Factor Modified Frailty Index in Traumatic Spinal Injury
AU - Conlon, Matthew
AU - Thommen, Rachel
AU - Kazim, Syed Faraz
AU - Dicpinigaitis, Alis J.
AU - Schmidt, Meic H.
AU - McKee, Rohini G.
AU - Bowers, Christian A.
N1 - Publisher Copyright:
© 2022 by the Korean Spinal Neurosurgery Society.
PY - 2022/12
Y1 - 2022/12
N2 - 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.
AB - 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.
KW - Frailty
KW - Modified frailty index
KW - Risk Analysis Index-administrative
KW - Risk Analysis Index-revised
KW - Spinal trauma
UR - http://www.scopus.com/inward/record.url?scp=85145227539&partnerID=8YFLogxK
U2 - 10.14245/ns.2244326.163
DO - 10.14245/ns.2244326.163
M3 - Article
AN - SCOPUS:85145227539
SN - 2586-6583
VL - 19
SP - 1039
EP - 1048
JO - Neurospine
JF - Neurospine
IS - 4
ER -