Zachary Gala, Mehdi S Lemdani, Dustin Crystal, Jane N Ewing, Robyn B Broach, John P Fischer, Stephen J Kovach
{"title":"Abdominal wall reconstruction in ventral hernia repair: do current models predict surgical site risk?","authors":"Zachary Gala, Mehdi S Lemdani, Dustin Crystal, Jane N Ewing, Robyn B Broach, John P Fischer, Stephen J Kovach","doi":"10.1007/s10029-025-03350-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Complications from ventral hernia repair (VHR) pose a significant healthcare burden. Risk assessment and stratification models are thus incentivized to improve cost-effectiveness and patient outcomes. The Ventral Hernia Risk Score (VHRS) and Ventral Hernia Work Group Classification (VHWG) are metrics that attempt to stratify and predict surgical site infection (SSI) and surgical site occurrence (SSO) risk based on patient characteristics. Our study aims to evaluate these models and assess external validity.</p><p><strong>Methods: </strong>A retrospective review of all VHR procedures between October 2013 - August 2022 performed by the senior authors was conducted. Demographic, comorbidity, perioperative and outcome-related information was collected. Non-SSI and non-SSO cohorts were compared to SSI and SSO cohorts respectively to assess possible significant differences in patient demographics and operative characteristics. The VHRS and VHWG models were applied to each patient to predict risk. The Youden index of the respective Receiver Operating Characteristic (ROC) curves defined optimal score cutoffs for both models. Area under curve (AUC) was reported to assess model prediction quality.</p><p><strong>Results: </strong>A total of 1,414 patients who underwent VHR was identified, of which 175 (12.4%) experienced SSI and 367 (26.0%) SSO. Mean follow-up was 1.72 years [30 days, 13.65 years]. Patient demographics were similar between both non-SSI and SSI as well as non-SSO and SSO cohorts. However, comorbidities including prior non-VHR abdominal surgery (SSI: p < 0.001; SSO: p < 0.001), prior-VHR (SSI: p = 0.001; SSO: p-0.012), and prior mesh infection (p = 0.004) were significant between non-SSI and SSI cohorts as well as non-SSO and SSO cohorts. Operative characteristics including mesh plane (SSI: p = 0.008; SSO: p < 0.001) and adhesiolysis (SSI: p < 0.001; SSO: p < 0.001) were also significant in similar manner. Youden index of VHRS suggested a score of 7 as the optimal cutoff for increased SSI risk and 6 for SSO risk. The AUC was 0.609 for the VHRS-SSI model and 0.5882 for the VHRS-SSO model. VHWG grade of 3 was the optimal cutoff for both SSI and SSO. Model AUC was 0.616 for VHWG-SSI and 0.614 for VHWG-SSO.</p><p><strong>Conclusion: </strong>Our study presents the largest external validation cohort for assessing the VHRS model. The VHRS was not superior toc the VHWG for SSI or SSO prediction. While the VHRS was designed for simplicity and basis in obvious patient or operative characteristics, it fails to appropriately weight pre-operative measures and more holistically evaluate clinical factors. Both models have limited predictability and generalizability in patients undergoing ventral hernia repair.</p>","PeriodicalId":13168,"journal":{"name":"Hernia","volume":"29 1","pages":"210"},"PeriodicalIF":2.4000,"publicationDate":"2025-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hernia","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10029-025-03350-7","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SURGERY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction: Complications from ventral hernia repair (VHR) pose a significant healthcare burden. Risk assessment and stratification models are thus incentivized to improve cost-effectiveness and patient outcomes. The Ventral Hernia Risk Score (VHRS) and Ventral Hernia Work Group Classification (VHWG) are metrics that attempt to stratify and predict surgical site infection (SSI) and surgical site occurrence (SSO) risk based on patient characteristics. Our study aims to evaluate these models and assess external validity.
Methods: A retrospective review of all VHR procedures between October 2013 - August 2022 performed by the senior authors was conducted. Demographic, comorbidity, perioperative and outcome-related information was collected. Non-SSI and non-SSO cohorts were compared to SSI and SSO cohorts respectively to assess possible significant differences in patient demographics and operative characteristics. The VHRS and VHWG models were applied to each patient to predict risk. The Youden index of the respective Receiver Operating Characteristic (ROC) curves defined optimal score cutoffs for both models. Area under curve (AUC) was reported to assess model prediction quality.
Results: A total of 1,414 patients who underwent VHR was identified, of which 175 (12.4%) experienced SSI and 367 (26.0%) SSO. Mean follow-up was 1.72 years [30 days, 13.65 years]. Patient demographics were similar between both non-SSI and SSI as well as non-SSO and SSO cohorts. However, comorbidities including prior non-VHR abdominal surgery (SSI: p < 0.001; SSO: p < 0.001), prior-VHR (SSI: p = 0.001; SSO: p-0.012), and prior mesh infection (p = 0.004) were significant between non-SSI and SSI cohorts as well as non-SSO and SSO cohorts. Operative characteristics including mesh plane (SSI: p = 0.008; SSO: p < 0.001) and adhesiolysis (SSI: p < 0.001; SSO: p < 0.001) were also significant in similar manner. Youden index of VHRS suggested a score of 7 as the optimal cutoff for increased SSI risk and 6 for SSO risk. The AUC was 0.609 for the VHRS-SSI model and 0.5882 for the VHRS-SSO model. VHWG grade of 3 was the optimal cutoff for both SSI and SSO. Model AUC was 0.616 for VHWG-SSI and 0.614 for VHWG-SSO.
Conclusion: Our study presents the largest external validation cohort for assessing the VHRS model. The VHRS was not superior toc the VHWG for SSI or SSO prediction. While the VHRS was designed for simplicity and basis in obvious patient or operative characteristics, it fails to appropriately weight pre-operative measures and more holistically evaluate clinical factors. Both models have limited predictability and generalizability in patients undergoing ventral hernia repair.
期刊介绍:
Hernia was founded in 1997 by Jean P. Chevrel with the purpose of promoting clinical studies and basic research as they apply to groin hernias and the abdominal wall . Since that time, a true revolution in the field of hernia studies has transformed the field from a ”simple” disease to one that is very specialized. While the majority of surgeries for primary inguinal and abdominal wall hernia are performed in hospitals worldwide, complex situations such as multi recurrences, complications, abdominal wall reconstructions and others are being studied and treated in specialist centers. As a result, major institutions and societies are creating specific parameters and criteria to better address the complexities of hernia surgery.
Hernia is a journal written by surgeons who have made abdominal wall surgery their specific field of interest, but we will consider publishing content from any surgeon who wishes to improve the science of this field. The Journal aims to ensure that hernia surgery is safer and easier for surgeons as well as patients, and provides a forum to all surgeons in the exchange of new ideas, results, and important research that is the basis of professional activity.