Can we predict postoperative complications in elderly Chinese patients with hip fractures using the surgical risk calculator?

被引:14
|
作者
Wang, Xiao [1 ]
Zhao, Bin Jiang [1 ]
Su, Yue [1 ]
机构
[1] Capital Med Univ, Beijing Shijitan Hosp, Dept Anesthesiol, Beijing, Peoples R China
来源
关键词
hip fracture; femoral head fracture; elder age; surgical risk calculator; ACS-NSQIP; TOTAL JOINT ARTHROPLASTY; AMERICAN-COLLEGE; VENOUS THROMBOEMBOLISM; 30-DAY COMPLICATIONS; SURGEONS; KNEE; RECONSTRUCTION; MORTALITY; OUTCOMES; HEALTH;
D O I
10.2147/CIA.S142748
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Purpose: Hip fractures are associated with poor prognosis in elderly patients partly due to the high rate of postoperative complications. This study was aimed to investigate whether the surgical risk calculator is suitable for predicting postoperative complications in elderly Chinese patients with hip fractures. Methods: The incidence of postoperative complications among 410 elderly patients with hip fractures was predicted by the surgical risk calculator and then compared with the actual value. The risk calculator model was evaluated using the following three metrics: Hosmer-Lemeshow test for the goodness-of-fit of the model, receiver operating characteristic curve (ROC) (also referred as C-statistic) for the predictive specificity and sensitivity, and the Brier's score test for predictive accuracy. Results: Preoperative risk factors including gender, age, preoperative functional status, American Society of Anesthesiologists grade, hypertension, dyspnea, dialysis, previous cardiovascular history, and cerebrovascular disease were positively correlated with the incidence of postoperative complications in elderly patients with hip fractures. The predicted complication incidence rate was well matched with the actual complication rate by Hosmer-Lemeshow test. The model had high sensitivity and specificity for predicting the mortality rate of these patients with a C-statistic index of 0.931 (95% CI [0.883, 0.980]). The surgical calculator model had an accuracy of 90% for predicting the reoperation rate (Brier's score,0.01). Conclusions: The surgical risk calculator could be useful for predicting mortality and reoperation in elderly patients with hip fracture. Patients and surgeons may use this simple calculator to better manage the preoperative risks.
引用
收藏
页码:1515 / 1520
页数:6
相关论文
共 50 条
  • [31] The impact of postoperative complications on the recovery of elderly surgical patients
    Mehdi Tahiri
    Tarifin Sikder
    Geva Maimon
    Debby Teasdale
    Fadi Hamadani
    Nadia Sourial
    Liane S. Feldman
    Jack Guralnick
    Shanon A. Fraser
    Sebastian Demyttenaere
    Simon Bergman
    Surgical Endoscopy, 2016, 30 : 1762 - 1770
  • [32] The impact of postoperative complications on the recovery of elderly surgical patients
    Tahiri, Mehdi
    Sikder, Tarifin
    Maimon, Geva
    Teasdale, Debby
    Hamadani, Fadi
    Sourial, Nadia
    Feldman, Liane S.
    Guralnick, Jack
    Fraser, Shanon A.
    Demyttenaere, Sebastian
    Bergman, Simon
    SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES, 2016, 30 (05): : 1762 - 1770
  • [33] Machine learning (ML) in RCU-operated patients: Can we predict postoperative complications?
    Sofo, L.
    Caprino, P.
    Potenza, A. E.
    Sacchetti, F.
    Schena, C. A.
    JOURNAL OF CROHNS & COLITIS, 2018, 12 : S455 - S455
  • [34] Risk factors analysis and nomogram construction for postoperative pulmonary infection in elderly patients with hip fractures
    Jingbiao Huang
    Heng’an Ge
    Xiaoping Zhu
    Chao Xue
    Qihang Su
    Xujuan Chen
    Biao Cheng
    Aging Clinical and Experimental Research, 2023, 35 : 1891 - 1899
  • [35] Risk factors analysis and nomogram construction for postoperative pulmonary infection in elderly patients with hip fractures
    Huang, Jingbiao
    Ge, Heng'an
    Zhu, Xiaoping
    Xue, Chao
    Su, Qihang
    Chen, Xujuan
    Cheng, Biao
    AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2023, 35 (09) : 1891 - 1899
  • [36] The risk factors for mortality in elderly patients with hip fractures: postoperative one-year results
    Ozturk, A.
    Ozkan, Y.
    Akgoz, S.
    Yalcyn, N.
    Ozdemir, R. M.
    Aykut, S.
    SINGAPORE MEDICAL JOURNAL, 2010, 51 (02) : 137 - 143
  • [37] Evaluation of a 30-day-mortality risk calculator for patients undergoing surgical fixation of fragility hip fractures
    Pelrine, Eliza R.
    Dunne, Patrick J.
    Burke, John
    Mahon, Harrison S.
    Hoggard, Max
    Novicoff, Wendy
    Yarboro, Seth R.
    INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED, 2023, 54 (08):
  • [38] Complications following surgical treatment of ankle fractures in the elderly: can they be avoided?
    Welzel, Lukas
    Omar, Mohamed
    Mueller, Christian Walter
    ORTHOPEDIC REVIEWS, 2024, 16
  • [39] Algorithms can accurately predict risk for major postoperative complications using preoperative data
    Rosenthal, Martin
    Korenkevych, Dmytro
    Baslanti, Tezcan Ozrazgat
    Webel, Alexandra
    Glerum, Alexandra
    Momcilovic, Petar
    Pardalos, Panos
    Bihorac, Azra
    CRITICAL CARE MEDICINE, 2013, 41 (12)
  • [40] Development and validation of a risk prediction model for severe postoperative complications in elderly patients with hip fracture
    Wei, Zhihui
    Jiang, Lian
    Zhang, Minghua
    Chen, Xiao
    PLOS ONE, 2024, 19 (11):