Skip to main content
Top
Published in: Hernia 2/2017

01-04-2017 | Original Article

Creation of a novel risk score for surgical site infection and occurrence after ventral hernia repair

Authors: K. E. Poruk, C. W. Hicks, J. Trent Magruder, N. Rodriguez-Unda, K. K. Burce, S. C. Azoury, P. Cornell, C. M. Cooney, F. E. Eckhauser

Published in: Hernia | Issue 2/2017

Login to get access

Abstract

Background

Complex ventral hernia repair (VHR) is a common surgical operation but carries a risk of complications from surgical site infections (SSI) and occurrences (SSO). We aimed to create a predictive risk score to identify patients at increased risk for SSO or SSI within 30 days of surgery.

Methods

Data were prospectively collected on all patients undergoing VHR between January 2008 and February 2015 by a single surgeon. Multivariable logistic regression was used to identify independent factors predictive of SSO and SSI. Significant predictors of SSO and SSI were assigned point values based on their odds ratios to create a novel risk score, the Hopkins ventral hernia repair SSO/SSI risk score; predicted and actual rates of outcomes were then compared using weighted regression.

Results

During the study period, 362 patients underwent open VHR. Thirty-day SSO and SSI occurred in 18.5 and 10% of patients, respectively. After risk adjustment, ASA class ≥3 (1 point), operative time ≥4 h (2 points), and the absence of a postoperative wound vacuum dressing (1 point) were predictive of 30-day SSO. Predicted risk of SSO utilizing this scoring system was 9.7, 19.4, 29.1, and 38.8% for 1, 2, 3, and 4 points (AUC = 0.73). For SSI, operative time ≥4 h (1 point) and the lack of a wound vacuum dressing (1 point) were predictive. Predicted risk of SSI based on this scoring system was 12.5% for 1 point and 25% for 2 points (AUC = 0.71). Actual vs. predicted rates of SSO and SSI correlated strongly for risk model with a coefficient of determination (R 2) of 0.92 and 0.91, respectively.

Conclusion

The novel Hopkins ventral hernia repair risk score accurately predicts risk of SSO and SSI after complex VHR. Further studies using a prospective randomized controlled trial will be needed to further validate our findings.
Literature
2.
go back to reference Mingoli A, Puggioni A, Sgarzini G, Luciani G, Corzani F, Ciccarone F, Baldassarre E, Modini C (1999) Incidence of incisional hernia following emergency abdominal surgery. Ital J Gastroenterol Hepatol 31(6):449–453PubMed Mingoli A, Puggioni A, Sgarzini G, Luciani G, Corzani F, Ciccarone F, Baldassarre E, Modini C (1999) Incidence of incisional hernia following emergency abdominal surgery. Ital J Gastroenterol Hepatol 31(6):449–453PubMed
3.
go back to reference Mangram AJ, Horan TC, Pearson ML, Silver LC, Jarvis WR, Hospital Infection Control Practices Advisory Committee (1999) Guideline for prevention of surgical site infection, 1999. Infect Control Hosp Epidemiol 20 (4):250–278; quiz 279–280. doi:10.1086/501620 Mangram AJ, Horan TC, Pearson ML, Silver LC, Jarvis WR, Hospital Infection Control Practices Advisory Committee (1999) Guideline for prevention of surgical site infection, 1999. Infect Control Hosp Epidemiol 20 (4):250–278; quiz 279–280. doi:10.​1086/​501620
4.
go back to reference Ventral Hernia Working G, Breuing K, Butler CE, Ferzoco S, Franz M, Hultman CS, Kilbridge JF, Rosen M, Silverman RP, Vargo D (2010) Incisional ventral hernias: review of the literature and recommendations regarding the grading and technique of repair. Surgery 148(3):544–558. doi:10.1016/j.surg.2010.01.008 CrossRef Ventral Hernia Working G, Breuing K, Butler CE, Ferzoco S, Franz M, Hultman CS, Kilbridge JF, Rosen M, Silverman RP, Vargo D (2010) Incisional ventral hernias: review of the literature and recommendations regarding the grading and technique of repair. Surgery 148(3):544–558. doi:10.​1016/​j.​surg.​2010.​01.​008 CrossRef
8.
go back to reference Soares KC, Baltodano PA, Hicks CW, Cooney CM, Olorundare IO, Cornell P, Burce K, Eckhauser FE (2015) Novel wound management system reduction of surgical site morbidity after ventral hernia repairs: a critical analysis. Am J Surg 209(2):324–332. doi:10.1016/j.amjsurg.2014.06.022 CrossRefPubMed Soares KC, Baltodano PA, Hicks CW, Cooney CM, Olorundare IO, Cornell P, Burce K, Eckhauser FE (2015) Novel wound management system reduction of surgical site morbidity after ventral hernia repairs: a critical analysis. Am J Surg 209(2):324–332. doi:10.​1016/​j.​amjsurg.​2014.​06.​022 CrossRefPubMed
9.
go back to reference Mavros MN, Athanasiou S, Alexiou VG, Mitsikostas PK, Peppas G, Falagas ME (2011) Risk factors for mesh-related infections after hernia repair surgery: a meta-analysis of cohort studies. World J Surg 35(11):2389–2398. doi:10.1007/s00268-011-1266-5 CrossRefPubMed Mavros MN, Athanasiou S, Alexiou VG, Mitsikostas PK, Peppas G, Falagas ME (2011) Risk factors for mesh-related infections after hernia repair surgery: a meta-analysis of cohort studies. World J Surg 35(11):2389–2398. doi:10.​1007/​s00268-011-1266-5 CrossRefPubMed
10.
go back to reference Stremitzer S, Bachleitner-Hofmann T, Gradl B, Gruenbeck M, Bachleitner-Hofmann B, Mittlboeck M, Bergmann M (2010) Mesh graft infection following abdominal hernia repair: risk factor evaluation and strategies of mesh graft preservation. A retrospective analysis of 476 operations. World J Surg 34(7):1702–1709. doi:10.1007/s00268-010-0543-z CrossRefPubMed Stremitzer S, Bachleitner-Hofmann T, Gradl B, Gruenbeck M, Bachleitner-Hofmann B, Mittlboeck M, Bergmann M (2010) Mesh graft infection following abdominal hernia repair: risk factor evaluation and strategies of mesh graft preservation. A retrospective analysis of 476 operations. World J Surg 34(7):1702–1709. doi:10.​1007/​s00268-010-0543-z CrossRefPubMed
11.
go back to reference White TJ, Santos MC, Thompson JS (1998) Factors affecting wound complications in repair of ventral hernias. Am Surg 64(3):276–280PubMed White TJ, Santos MC, Thompson JS (1998) Factors affecting wound complications in repair of ventral hernias. Am Surg 64(3):276–280PubMed
12.
go back to reference Forbes SS, Eskicioglu C, McLeod RS, Okrainec A (2009) Meta-analysis of randomized controlled trials comparing open and laparoscopic ventral and incisional hernia repair with mesh. Br J Surg 96(8):851–858. doi:10.1002/bjs.6668 CrossRefPubMed Forbes SS, Eskicioglu C, McLeod RS, Okrainec A (2009) Meta-analysis of randomized controlled trials comparing open and laparoscopic ventral and incisional hernia repair with mesh. Br J Surg 96(8):851–858. doi:10.​1002/​bjs.​6668 CrossRefPubMed
Metadata
Title
Creation of a novel risk score for surgical site infection and occurrence after ventral hernia repair
Authors
K. E. Poruk
C. W. Hicks
J. Trent Magruder
N. Rodriguez-Unda
K. K. Burce
S. C. Azoury
P. Cornell
C. M. Cooney
F. E. Eckhauser
Publication date
01-04-2017
Publisher
Springer Paris
Published in
Hernia / Issue 2/2017
Print ISSN: 1265-4906
Electronic ISSN: 1248-9204
DOI
https://doi.org/10.1007/s10029-016-1547-x

Other articles of this Issue 2/2017

Hernia 2/2017 Go to the issue