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A predictive model of perioperative myocardial infarction following elective spine surgery.

Publication ,  Journal Article
Passias, PG; Pierce, KE; Alas, H; Bortz, C; Brown, AE; Vasquez-Montes, D; Oh, C; Wang, E; Jain, D; O'Connell, BK; Raad, M; Diebo, BG ...
Published in: J Clin Neurosci
January 2022

Myocardial infarction (MI), and its predictive factors, has been an understudied complication following spine operations. The objective was to assess the risk factors for perioperative MI in elective spine surgery patients as a retrospective case control study. Elective spine surgery patients with a perioperative MI were isolated in the NSQIP. The relationship between MI and non-MI spine patients was assessed using chi-squared and independent samples t-tests. Univariate/multivariate analyses assessed predictive factors of MI. Logistic regression with stepwise model selection was employed to create a model to predict MI occurrence. The study included 196,523 elective spine surgery patients (57.1 yrs, 48%F, 30.4 kg/m2), and 436 patients with acute MI (Spine-MI). Incidence of MI did not change from 2010 to 2016 (0.2%-0.3%, p = 0.298). Spine-MI patients underwent more fusions than patients without MI (73.6% vs 58.4%, p < 0.001), with an average of 1.03 levels fused. Spine-MI patients also had significantly more SPO (5.0% vs 1.8%, p < 0.001) and 3CO (0.9% vs 0.2%, p < 0.001), but less decompression-only procedures (26.4% vs 41.6%, p < 0.001). Spine-MI underwent more revisions (5.3% vs 2.9%, p = 0.003), had greater invasiveness scores (3.41 vs 2.73, p < 0.001) and longer operative times (211.6 vs 147.3 min, p < 0.001). Mortality rate for Spine-MI patients was 4.6% versus 0.05% (p < 0.001). Multivariate modeling for Spine-MI predictors yielded an AUC of 83.7%, and included history of diabetes, cardiac arrest and PVD, past blood transfusion, dialysis-dependence, low preoperative platelet count, superficial SSI and days from operation to discharge. A model with good predictive capacity for MI after spine surgery now exists and can aid in risk-stratification of patients, consequently improving preoperative patient counseling and optimization in the peri-operative period.

Duke Scholars

Published In

J Clin Neurosci

DOI

EISSN

1532-2653

Publication Date

January 2022

Volume

95

Start / End Page

112 / 117

Location

Scotland

Related Subject Headings

  • Spine
  • Risk Factors
  • Retrospective Studies
  • Postoperative Complications
  • Neurology & Neurosurgery
  • Myocardial Infarction
  • Humans
  • Elective Surgical Procedures
  • Case-Control Studies
  • 5202 Biological psychology
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Passias, P. G., Pierce, K. E., Alas, H., Bortz, C., Brown, A. E., Vasquez-Montes, D., … Gerling, M. C. (2022). A predictive model of perioperative myocardial infarction following elective spine surgery. J Clin Neurosci, 95, 112–117. https://doi.org/10.1016/j.jocn.2021.11.032
Passias, Peter G., Katherine E. Pierce, Haddy Alas, Cole Bortz, Avery E. Brown, Dennis Vasquez-Montes, Cheongeun Oh, et al. “A predictive model of perioperative myocardial infarction following elective spine surgery.J Clin Neurosci 95 (January 2022): 112–17. https://doi.org/10.1016/j.jocn.2021.11.032.
Passias PG, Pierce KE, Alas H, Bortz C, Brown AE, Vasquez-Montes D, et al. A predictive model of perioperative myocardial infarction following elective spine surgery. J Clin Neurosci. 2022 Jan;95:112–7.
Passias, Peter G., et al. “A predictive model of perioperative myocardial infarction following elective spine surgery.J Clin Neurosci, vol. 95, Jan. 2022, pp. 112–17. Pubmed, doi:10.1016/j.jocn.2021.11.032.
Passias PG, Pierce KE, Alas H, Bortz C, Brown AE, Vasquez-Montes D, Oh C, Wang E, Jain D, O’Connell BK, Raad M, Diebo BG, Soroceanu A, Gerling MC. A predictive model of perioperative myocardial infarction following elective spine surgery. J Clin Neurosci. 2022 Jan;95:112–117.
Journal cover image

Published In

J Clin Neurosci

DOI

EISSN

1532-2653

Publication Date

January 2022

Volume

95

Start / End Page

112 / 117

Location

Scotland

Related Subject Headings

  • Spine
  • Risk Factors
  • Retrospective Studies
  • Postoperative Complications
  • Neurology & Neurosurgery
  • Myocardial Infarction
  • Humans
  • Elective Surgical Procedures
  • Case-Control Studies
  • 5202 Biological psychology