Comparison of the Risk Analysis Index and the modified 5-factor frailty index in predicting 30-day morbidity and mortality after spine surgery

被引:25
|
作者
Bowers, Christian A. [1 ,8 ]
Varela, Samantha [2 ]
Conlon, Matthew [3 ]
Kazim, Syed Faraz [1 ]
Thommen, Rachel [3 ]
Roster, Katie [3 ]
Hall, Daniel E. [4 ,5 ,6 ,7 ]
Schmidt, Meic H. [1 ]
机构
[1] Univ New Mexico Hosp UNMH, Dept Neurosurg, Albuquerque, NM USA
[2] Univ New Mexico, Sch Med, Albuquerque, NM USA
[3] New York Med Coll, Sch Med, Valhalla, NY USA
[4] Univ Pittsburgh, Dept Surg, Sch Med, Pittsburgh, PA USA
[5] Wolff Ctr UPMC, Pittsburgh, PA USA
[6] Vet Affairs Pittsburgh Healthcare Syst, Ctr Hlth Equ Res & Promot, Pittsburgh, PA USA
[7] Vet Affairs Pittsburgh Healthcare Syst, Geriatr Res Educ & Clin Ctr, Pittsburgh, PA USA
[8] Univ New Mexico, Hlth Sci Ctr, Albuquerque, NM 87102 USA
关键词
POSTOPERATIVE COMPLICATIONS; OUTCOMES; IMPACT;
D O I
10.3171/2023.2.SPINE221019
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
OBJECTIVE Frailty's role in preoperative risk assessment in spine surgery has increased in association with the increasing size of the aging population. However, previous frailty assessment tools have significant limitations. The aim of this study was to compare the predictive ability of the Risk Analysis Index (RAI) with the 5-factor modified frailty index (mFI-5) for postoperative spine surgery morbidity and mortality.METHODS Data were collected from the American College of Surgeons National Surgical Quality Improvement Program database for adults > 18 years who underwent spine surgery between 2015 and 2019. Multivariate modeling and receiver operating characteristic curve analysis, including area under the curve/C-statistic calculations, were performed to evaluate the comparative discriminative ability of RAI and mFI-5 on postoperative outcomes. RESULTS In a cohort of 292,225 spine surgery patients, multivariate modeling showed that increasing RAI scores, and not increasing mFI-5 scores, were independent predictors of increased postoperative mortality for the trauma, tumor, and infection subcohorts. In the overall spine cohort, both increasing RAI and increasing mFI-5 scores were associated with increased mortality, but C-statistics indicated that the RAI (C-statistic 0.802 [95% CI 0.800-0.803], p < 0.0001, DeLong test) had superior discrimination compared with the mFI-5 (C-statistic 0.677 [95% CI 0.675-0.679], p < 0.0001, DeLong test). In subgroup analyses, the RAI had superior discriminative ability to mFI-5 for mortality in the trauma and infection groups (p < 0.001 and p = 0.039, respectively).CONCLUSIONS The RAI demonstrates superior discrimination to the mFI-5 for predicting postoperative mortality and morbidity after spine surgery and the RAI maintains conceptual fidelity to the frailty phenotype. Patients with high RAI scores may benefit from knowing the possibility of increased surgical risk with potential spine surgery.
引用
收藏
页码:136 / 145
页数:10
相关论文
共 50 条
  • [31] Commentary: Predicting Postoperative Outcomes in Brain Tumor Patients With a 5-Factor Modified Frailty Index
    Zhang, Michael
    Hayden Gephart, Melanie
    Zygourakis, Corinna C.
    NEUROSURGERY, 2020, 88 (01) : E36 - E38
  • [32] Superior discrimination of the Risk Analysis Index compared with the 5-item modified frailty index in 30-day outcome prediction after anterior cervical discectomy and fusion
    Bowers, Christian A.
    Varela, Samantha
    Naftchi, Alexandria F.
    Kazim, Syed Faraz
    Hall, Daniel E.
    Ng, Christina
    Rawanduzy, Cameron
    Spirollari, Eris
    Vazquez, Sima
    Das, Ankita
    Graifman, Gillian
    Asserson, Derek B.
    Dominguez, Jose F.
    Kinon, Merritt D.
    Schmidt, Meic H.
    JOURNAL OF NEUROSURGERY-SPINE, 2023, 39 (04) : 509 - 519
  • [33] A prognostic index for 30-day mortality after stroke
    Wang, Y
    Lim, LLY
    Levi, C
    Heller, RF
    Fischer, J
    JOURNAL OF CLINICAL EPIDEMIOLOGY, 2001, 54 (08) : 766 - 773
  • [34] The 5-factor modified frailty index predicts health burden following surgery for pituitary adenomas
    Khalafallah, Adham M.
    Shah, Pavan P.
    Huq, Sakibul
    Jimenez, Adrian E.
    Patel, Palak P.
    London, Nyall R., Jr.
    Hamrahian, Amir H.
    Salvatori, Roberto
    Gallia, Gary L.
    Rowan, Nicholas R.
    Mukherjee, Debraj
    PITUITARY, 2020, 23 (06) : 630 - 640
  • [35] Frailty Predicts 30-day mortality following major complications in neurosurgery patients: The risk analysis index has superior discrimination compared to modified frailty index-5 and increasing patient age
    Paiz, Christopher C.
    Owodunni, Oluwafemi P.
    Courville, Evan N.
    Schmidt, Meic
    Alunday, Robert
    Bowers, Christian A.
    WORLD NEUROSURGERY-X, 2024, 23
  • [36] The modified frailty index and 30-day adverse events in oncologic neurosurgery
    Youngerman, Brett E.
    Neugut, Alfred I.
    Yang, Jingyan
    Hershman, Dawn L.
    Wright, Jason D.
    Bruce, Jeffrey N.
    JOURNAL OF NEURO-ONCOLOGY, 2018, 136 (01) : 197 - 206
  • [37] The modified frailty index and 30-day adverse events in oncologic neurosurgery
    Brett E. Youngerman
    Alfred I. Neugut
    Jingyan Yang
    Dawn L. Hershman
    Jason D. Wright
    Jeffrey N. Bruce
    Journal of Neuro-Oncology, 2018, 136 : 197 - 206
  • [38] The 5-factor modified frailty index predicts health burden following surgery for pituitary adenomas
    Adham M. Khalafallah
    Pavan P. Shah
    Sakibul Huq
    Adrian E. Jimenez
    Palak P. Patel
    Nyall R. London
    Amir H. Hamrahian
    Roberto Salvatori
    Gary L. Gallia
    Nicholas R. Rowan
    Debraj Mukherjee
    Pituitary, 2020, 23 : 630 - 640
  • [39] Commentary on "Baseline Frailty Measured by the Risk Analysis Index and 30-Day Mortality After Surgery for Spinal Malignancy: Analysis of a Prospective Registry (2011-2020)"
    Tsuang, Fon-Yih
    NEUROSPINE, 2024, 21 (02) : 414 - 415
  • [40] A modified frailty index to assess morbidity and mortality after lobectomy
    Tsiouris, Athanasios
    Hammoud, Zane T.
    Velanovich, Vic
    Hodari, Arielle
    Borgi, Jamil
    Rubinfeld, Ilan
    JOURNAL OF SURGICAL RESEARCH, 2013, 183 (01) : 40 - 46