The development and validation of risk-stratification models for short-term outcomes following contaminated complex abdominal wall reconstruction

Hernia. 2020 Jun;24(3):449-458. doi: 10.1007/s10029-019-02120-6. Epub 2020 Feb 10.

Abstract

Background: Short-term outcomes for patients undergoing contaminated complex abdominal wall reconstruction (CCAWR), including risk stratification, have not been studied in sufficiently high numbers. This study aims to develop and validate risk-stratification models for Clavien-Dindo (CD) grade ≥ 3 complications in patients undergoing CCAWR.

Methods: A consecutive cohort of patients who underwent CCAWR in two European national intestinal failure centers, from January 2004 to December 2015, was identified. Data were collected retrospectively for short-term outcomes and used to develop risk models using logistic regression. A further cohort, from January 2016 to December 2017, was used to validate the models.

Results: The development cohort consisted of 272 procedures performed in 254 patients. The validation cohort consisted of 114 patients. The cohorts were comparable in baseline demographics (mean age 58.0 vs 58.1; sex 58.8% male vs 54.4%, respectively). A multi-variate model including the presence of intestinal failure (p < 0.01) and operative time (p < 0.01) demonstrated good discrimination and calibration on validation. Models for wound and intra-abdominal complications were also developed, including pre-operative immunosuppression (p = 0.05), intestinal failure (p = 0.02), increasing operative time (p = 0.04), increasing number of anastomoses (p = 0.01) and the number of previous abdominal operations (p = 0.02). While these models showed reasonable ability to discriminate patients on internal assessment, they were not found to be accurate on external validation.

Conclusion: Acceptable short-term outcomes after CCAWR are demonstrated. A robust model for the prediction of CD ≥ grade 3 complications has been developed and validated. This model is available online at www.smbari.co.uk/smjconv2.

Keywords: Abdominal wall reconstruction; Contaminated; Risk stratification.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Abdominal Wall / surgery*
  • Abdominal Wound Closure Techniques / adverse effects
  • Adult
  • Aged
  • Female
  • Hernia, Ventral / complications
  • Hernia, Ventral / surgery*
  • Herniorrhaphy* / adverse effects
  • Herniorrhaphy* / methods
  • Humans
  • Male
  • Middle Aged
  • Models, Biological
  • Models, Statistical*
  • Plastic Surgery Procedures / adverse effects
  • Plastic Surgery Procedures / methods
  • Postoperative Complications / classification
  • Postoperative Complications / etiology
  • Retrospective Studies
  • Risk Assessment* / methods
  • Risk Factors
  • Severity of Illness Index
  • Surgical Wound Infection / etiology
  • Surgical Wound* / classification
  • Surgical Wound* / complications
  • Surgical Wound* / surgery
  • Time Factors
  • Treatment Outcome
  • Wounds and Injuries / classification
  • Wounds and Injuries / surgery