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
  • [21] Assessment of Morbidity and Mortality After Esophagectomy Using a Modified Frailty Index
    Hodari, Arielle
    Hammoud, Zane T.
    Borgi, Jamil F.
    Tsiouris, Athanasios
    Rubinfeld, Ilan S.
    ANNALS OF THORACIC SURGERY, 2013, 96 (04) : 1240 - 1245
  • [22] Predicting postoperative complications following mastectomy in the elderly: Evidence for the 5-factor frailty index
    Dammeyer, Kristen
    Alfonso, Allyson R.
    Diep, Gustave K.
    Kantar, Rami S.
    Berman, Zoe P.
    Daar, David A.
    Ramly, Elie P.
    Sosin, Michael
    Ceradini, Daniel J.
    BREAST JOURNAL, 2021, 27 (06) : 509 - 513
  • [23] A modified frailty index predicts complication, readmission, and 30-day mortality following the revision total hip arthroplasty
    Momtaz, David
    Okpara, Shawn
    Martinez, Armando
    Cushing, Tucker
    Ghali, Abdullah
    Gonuguntla, Rishi
    Kotzur, Travis
    Duruewuru, Anthony
    Harris, Madison
    Seifi, Ali
    Harrington, Melvyn
    ARTHROPLASTY, 2024, 6 (01)
  • [24] Risk Analysis Index and Its Recalibrated Version Predict Postoperative Outcomes Better Than 5-Factor Modified Frailty Index in Traumatic Spinal Injury
    Conlon, Matthew
    Thommen, Rachel
    Kazim, Syed Faraz
    Dicpinigaitis, Alis J.
    Schmidt, Meic H.
    McKee, Rohini G.
    Bowers, Christian A.
    NEUROSPINE, 2022, 19 (04) : 1039 - +
  • [25] The Charlson Comorbidity Index Score as a Predictor of 30-Day Mortality After Hip Fracture Surgery
    Kirkland, Lisa L.
    Kashiwagi, Deanne T.
    Burton, M. Caroline
    Cha, Stephen
    Varkey, Prathibha
    AMERICAN JOURNAL OF MEDICAL QUALITY, 2011, 26 (06) : 461 - 467
  • [26] Geriatric Nutritional Risk Index and 30-Day Postoperative Mortality in Geriatric Burn Patients
    Yu, Jihion
    Park, Jun-Young
    Kim, Chan-Sik
    Lee, Bong Jae
    Seo, Hyungseok
    Park, Jong Bum
    Seo, Young Joo
    Kim, Young-Kug
    JOURNAL OF SURGICAL RESEARCH, 2024, 301 : 610 - 617
  • [27] Racial disparity in the 30-day morbidity and mortality after surgery for endometrial cancer
    Mahdi, Haider
    Lockhart, David
    Moslemi-Kebria, Mehdi
    Rose, Peter G.
    GYNECOLOGIC ONCOLOGY, 2014, 134 (03) : 510 - 515
  • [28] Editorial on predicting postoperative complications following mastectomy in the elderly: Evidence for the 5-factor frailty index
    Patel, Sameer A.
    Baltodano, Pablo A.
    BREAST JOURNAL, 2021, 27 (06) : 507 - 508
  • [29] The Impact of Obesity on the 30-Day Morbidity and Mortality After Surgery for Endometrial Cancer
    Mandi, Haider
    Jernigan, Amelia M.
    Aljebori, Qataralnada
    Lockhart, David
    Moslemi-Kebria, Mehdi
    JOURNAL OF MINIMALLY INVASIVE GYNECOLOGY, 2015, 22 (01) : 94 - 102
  • [30] The Impact of Obesity on the 30-day Morbidity and Mortality After Surgery for Ovarian Cancer
    Mahdi, Haider
    Alhassani, Ahmed A.
    Lockhart, David
    Al-Fatlawi, Hussain
    Wiechert, Andrew
    INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER, 2016, 26 (02) : 276 - 281