Body mass index predicts risk of complications in lumbar spine surgery based on surgical invasiveness

Olivia J. Bono, Gregory W. Poorman, Norah Foster, Cyrus M. Jalai, Samantha R. Horn, Jonathan Oren, Alexandra Soroceanu, Subaraman Ramachandran, Taylor E. Purvis, Deeptee Jain, Shaleen Vira, Bassel G. Diebo, Breton Line, Daniel M. Sciubba, Themistocles S. Protopsaltis, Aaron J. Buckland, Thomas J. Errico, Virginie Lafage, Shay Bess, Peter G. Passias

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46 Scopus citations


Background Context: Obesity as a comorbidity in spine pathology may increase the risk of complications following surgical treatment. The body mass index (BMI) threshold at which obesity becomes clinically relevant, and the exact nature of that effect, remains poorly understood. Purpose: Identify the BMI that independently predicts risk of postoperative complications following lumbar spine surgery. Study Design/Setting: Retrospective review of the National Surgery Quality Improvement Program (NSQIP) years 2011–2013. Patient Sample: A total of 31,763 patients were undergoing arthrodesis, discectomy, laminectomy, laminoplasty, corpectomy, or osteotomy of the lumbar spine. Outcome Measures: Complication rates. Methods: The patient sample was categorized preoperatively by BMI according to the World Health Organization stratification: underweight (BMI <18.5), normal overweight (BMI 20.0–29.9), obesity class 1 (BMI 30.0–34.9), 2 (BMI 35.0–39.9), and 3 (BMI≥40). Patients were dichotomized based on their position above or below the 75th surgical invasiveness index (SII) percentile cutoff into low-SII and high-SII. Differences in complication rates in BMI groups were analyzed by Bonferroni analysis of variance (ANOVA) method. Multivariate binary logistic regression evaluated relationship between BMI and complication categories in all patients and in high-SII and low-SII surgeries. Results: Controlling for baseline difference in SII, Charlson Comorbidity Index (CCI) score, diabetes, hypertension, and smoking, complications significantly increased at a BMI of 35 kg/m 2 . The odds ratios for any complication (odds ratio [OR] [95% confidence interval {CI}]; obesity 2: 1.218 [1.020–1.455]; obesity 3: 1.742 [1.439–2.110]), infection (obesity 2: 1.335 [1.110–1.605]; obesity 3: 1.685 [1.372–2.069]), and surgical complication (obesity 2: 1.622 [1.250–2.104]; obesity 3: 2.798 [2.154–3.634]) were significantly higher in obesity classes 2 and 3 relative to the normal-overweight cohort (all p<.05). Conclusion: There is a significant increase in complications, specifically infection and surgical complications, in patients with BMI≥35 following lumbar spine surgery, with that rate further increasing with BMI≥40.

Original languageEnglish
Pages (from-to)1204-1210
Number of pages7
JournalSpine Journal
Issue number7
StatePublished - Jul 2018


  • Complications
  • Lumbar
  • Obesity
  • Predictor
  • Risk
  • Spine


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