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

被引:37
作者
Conlon, Matthew [1 ]
Thommen, Rachel [1 ]
Kazim, Syed Faraz [2 ]
Dicpinigaitis, Alis J. [1 ]
Schmidt, Meic H. [2 ]
McKee, Rohini G. [3 ]
Bowers, Christian A. [2 ]
机构
[1] New York Med Coll, Sch Med, Valhalla, NY 10595 USA
[2] Univ New Mexico Hosp UNMH, Dept Neurosurg, Albuquerque, NM USA
[3] Univ New Mexico Hosp UNMH, Dept Surg, Albuquerque, NM USA
关键词
Risk Analysis Index-administrative; Risk Analysis Index-revised; Modified frailty index; Spinal trauma; Frailty; AMERICAN-COLLEGE; CORD; COMPLICATIONS; SURGERY; AGE; VALIDATION; MORTALITY; SURVIVAL; IMPACT; DEATH;
D O I
10.14245/ns.2244326.163
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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 severely 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), extended 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 superior to RAI-A in predicting postoperative mortality and morbidity in TSI patients. RAIbased frailty indices can be used in preoperative risk assessment of spinal trauma patients.
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页码:1039 / +
页数:17
相关论文
共 40 条
[1]   Impact of Frailty on Outcomes Following Spine Surgery: A Prospective Cohort Analysis of 668 Patients [J].
Agarwal, Nitin ;
Goldschmidt, Ezequiel ;
Taylor, Tavis ;
Roy, Souvik ;
Dunn, Stefanie C. Altieri ;
Bilderback, Andrew ;
Friedlander, Robert M. ;
Kanter, Adam S. ;
Okonkwo, David O. ;
Gerszten, Peter C. ;
Hamilton, D. Kojo ;
Hall, Daniel E. .
NEUROSURGERY, 2021, 88 (03) :552-557
[2]   Effect of older age on treatment decisions and outcomes among patients with traumatic spinal cord injury [J].
Ahn, Henry ;
Bailey, Christopher S. ;
Rivers, Carly S. ;
Noonan, Vanessa K. ;
Tsai, Eve C. ;
Fourney, Daryl R. ;
Attabib, Najmedden ;
Kwon, Brian K. ;
Christie, Sean D. ;
Fehlings, Michael G. ;
Finkelstein, Joel ;
Hurlbert, R. John ;
Townson, Andrea ;
Parent, Stefan ;
Drew, Brian ;
Chen, Jason ;
Dvorak, Marcel F. .
CANADIAN MEDICAL ASSOCIATION JOURNAL, 2015, 187 (12) :873-880
[3]   Traumatic spinal cord injury [J].
Ahuja, Christopher S. ;
Wilson, Jefferson R. ;
Nori, Satoshi ;
Kotter, Mark R. N. ;
Druschel, Claudia ;
Curt, Armin ;
Fehlings, Michael G. .
NATURE REVIEWS DISEASE PRIMERS, 2017, 3
[4]   Modified Frailty Index (mFI) predicts 30-day complications after microsurgical breast reconstruction [J].
Ali, Barkat ;
Choi, EunHo E. ;
Barlas, Venus ;
Petersen, Timothy R. ;
Morrell, Nathan T. ;
McKee, Rohini G. .
JOURNAL OF PLASTIC SURGERY AND HAND SURGERY, 2022, 56 (04) :229-235
[5]  
[Anonymous], 2016, J Spinal Cord Med, V39, P243, DOI 10.1080/10790268.2016.1160676
[6]   Recalibration and External Validation of the Risk Analysis Index A Surgical Frailty Assessment Tool [J].
Arya, Shipra ;
Varley, Patrick ;
Youk, Ada ;
Borrebach, Jeffrey D. ;
Perez, Sebastian ;
Massarweh, Nader N. ;
Johanning, Jason M. ;
Hall, Daniel E. .
ANNALS OF SURGERY, 2020, 272 (06) :996-1005
[7]   Frailty increases the risk of 30-day mortality, morbidity, and failure to rescue after elective abdominal aortic aneurysm repair independent of age and comorbidities [J].
Arya, Shipra ;
Kim, Sung In ;
Duwayri, Yazan ;
Brewster, Luke P. ;
Veeraswamy, Ravi ;
Salam, Atef ;
Dodson, Thomas F. .
JOURNAL OF VASCULAR SURGERY, 2015, 61 (02) :324-331
[8]   Effect of Frailty on Outcome after Traumatic Spinal Cord Injury [J].
Banaszek, Dan ;
Inglis, Tom ;
Marion, Travis E. ;
Charest-Morin, Raphaele ;
Moskven, Eryck ;
Rivers, Carly S. ;
Kurban, Dilnur ;
Flexman, Alana M. ;
Ailon, Tamir ;
Dea, Nicolas ;
Kwon, Brian K. ;
Paquette, Scott ;
Fisher, Charles G. ;
Dvorak, Marcel F. ;
Street, John T. .
JOURNAL OF NEUROTRAUMA, 2020, 37 (06) :839-845
[9]   Change in Frailty and Risk of Death in Older Persons [J].
Buchman, A. S. ;
Wilson, R. S. ;
Bienias, J. L. ;
Bennett, D. A. .
EXPERIMENTAL AGING RESEARCH, 2009, 35 (01) :61-82
[10]   Frailty adversely affects outcomes of patients undergoing spine surgery: a systematic review [J].
Chan, Vivien ;
Wilson, Jamie R. F. ;
Ravinsky, Robert ;
Badhiwala, Jetan H. ;
Jiang, Fan ;
Anderson, Melanie ;
Yee, Albert ;
Wilson, Jefferson R. ;
Fehlings, Michael G. .
SPINE JOURNAL, 2021, 21 (06) :988-1000