Deep learning model utilizing clinical data alone outperforms image-based model for hernia recurrence following abdominal wall reconstruction with long-term follow up.

BACKGROUND: Deep learning models (DLMs) using preoperative computed tomography (CT) imaging have shown promise in predicting outcomes following abdominal wall reconstruction (AWR), including component separation, wound complications, and pulmonary failure. This study aimed to apply these methods in predicting hernia recurrence and to evaluate if incorporating additional clinical data would improve the DLM's predictive ability. METHODS: Patients were identified from a prospectively maintained single-institution database. Those who underwent AWR with available preoperative CTs were included, and those with < 18 months of follow up were excluded. Patients were separated into a training (80%) set and a testing (20%) set. A DLM was trained on the images only, and another DLM was trained on demographics only: age, sex, BMI, diabetes, and history of tobacco use. A mixed-value DLM incorporated data from both. The DLMs were evaluated by the area under the curve (AUC) in predicting recurrence. RESULTS: The models evaluated data from 190 AWR patients with a 14.7% recurrence rate after an average follow up of more than 7 years (mean ± SD: 86 ± 39 months; median [Q1, Q3]: 85.4 [56.1, 113.1]). Patients had a mean age of 57.5 ± 12.3 years and were majority (65.8%) female with a BMI of 34.2 ± 7.9 kg/m2. There were 28.9% with diabetes and 16.8% with a history of tobacco use. The AUCs for the imaging DLM, clinical DLM, and combined DLM were 0.500, 0.667, and 0.604, respectively. CONCLUSIONS: The clinical-only DLM outperformed both the image-only DLM and the mixed-value DLM in predicting recurrence. While all three models were poorly predictive of recurrence, the clinical-only DLM was the most predictive. These findings may indicate that imaging characteristics are not as useful for predicting recurrence as they have been for other AWR outcomes. Further research should focus on understanding the imaging characteristics that are identified by these DLMs and expanding the demographic information incorporated in the clinical-only DLM to further enhance the predictive ability of this model.

Using impedance planimetry to define the end of a peroral endoscopic myotomy.

INTRODUCTION: Peroral endoscopic myotomy (POEM) is a minimally invasive endoscopic option for management of achalasia. Adequate distal myotomy is necessary for relief of symptoms, but when too long may also increase risk of reflux. The objective of this study is to evaluate clinical outcomes after POEM and final length of gastric myotomy using impedance planimetry (EndoFLIP). METHODS: A retrospective review of 34 consecutive patients undergoing POEM with EndoFLIP were included. EndoFLIP measurements, including esophagogastric junction distensibility index (DI), minimum diameter (Dmin), and cross-sectional area (CSA) were recorded at 30- and 40-mL balloon-fill pre- and post- myotomy. The myotomy was considered complete when DI ≥ 3.4 mm2/mmHg. Postoperative Eckardt score (ES) was determined at initial postoperative visit and most recent follow-up. Linear and logistic regression were used to evaluate the association between gastric myotomy length and post-myotomy EndoFLIP measurements on postoperative ES and GERD. Wilcoxon rank-sum test was used to compare gastric myotomy lengths and EndoFLIP parameters in relation to clinical success and development of GERD, and paired t-test to compare EndoFLIP measurements and ES pre- and post-myotomy. RESULTS: Final length of gastric myotomy measured 1 cm in 1 (2.9%), 1.5 cm in 11 (32.4%), 2.0 cm in 19 (55.9%), and 2.5 cm in 3 (8.8%) patients. Mean preoperative ES was 6.6 ± 2.2. All patients achieved ES < 3 postoperatively, which was maintained in 88.5% of patients at a median of 7.5 months of follow-up. Gastric myotomy length and post-myotomy EndoFLIP values were not associated with postoperative Eckardt scores or GERD. DISCUSSION: Early and late symptom relief was achieved in 100 and 88.5% of patients, respectively, at a gastric myotomy length of 1-2.5 cm. Using EndoFLIP to define a completed myotomy at DI of 3.4 mm2/mmHg yielded variable lengths of gastric myotomy.

Early warning: End-tidal carbon dioxide is associated with central venous oxygenation under continuous cardiorespiratory monitoring in a porcine model of hemorrhagic shock and resuscitation.

BACKGROUND: End-tidal carbon dioxide (ETCO2) has previously shown promise as a predictor of shock severity and mortality in trauma. ETCO2 monitoring is non-invasive, real-time, and readily available in prehospital settings, but the temporal relationship of ETCO2 to systemic oxygen transport has not been thoroughly investigated in the context of hemorrhagic shock. METHODS: A validated porcine model of hemorrhagic shock and resuscitation was used in male Yorkshire swine (N â€‹= â€‹7). Both ETCO2 and central venous oxygenation (SCVO2) were monitored and recorded continuously in addition to other traditional hemodynamic variables. RESULTS: Linear regression analysis showed that ETCO2 was associated with ScvO2 both throughout the experiment (ߠ​= â€‹1.783, 95% confidence interval (CI) [1.552-2.014], p â€‹< â€‹0.001) and during the period of most rapid hemorrhage (ߠ​= â€‹4.896, 95% CI [2.416-7.377], p â€‹< â€‹0.001) when there was a marked decrease in ETCO2. CONCLUSIONS: ETCO2 and ScvO2 were closely associated during rapid hemorrhage and continued to be temporally associated throughout shock and resuscitation.

Prospective, international analysis of quality of life outcomes in recurrent versus primary ventral hernia repairs.

BACKGROUND: Quality of life (QOL) has become a key outcome measure following ventral hernia repair (VHR), but recurrent and primary VHR have not been compared in this context previously. METHODS: The International Hernia Mesh Registry (2008-2019) was used to identify patients with QOL data scored by the Carolinas Comfort Scale preoperatively and postoperatively at 1 year. RESULTS: Repairs were performed in 227 recurrent and 1,122 primary VHs. Recurrent patients had a higher BMI, larger defects, and were more likely to have preoperative pain, but other comorbidities were equal. Recurrence rates at 1 year were equivalent. Recurrent patients had a greater improvement in pain (-6.3 ± 10.2 vs -4.3 ± 8.3,p = 0.002) and movement limitation (-5.5 ± 10.0 vs -3.2 ± 7.2,p < 0.001) compared to primary patients, but they had increased postoperative mesh sensation (4.6 ± 7.7 vs 2.7 ± 5.5,p < 0.001). CONCLUSIONS: Recurrent VHRs led to improved pain and movement limitation, but increased mesh sensation. These findings may be useful for preoperative counseling in the elective setting.

Defining surgical risk in octogenarians undergoing paraesophageal hernia repair.

BACKGROUND: With an aging population, the utility of surgery in elderly patients, particularly octogenarians, is of increasing interest. The goal of this study was to analyze outcomes of octogenarians versus non-octogenarians undergoing paraesophageal hernia repair (PEHR). METHODS: The Nationwide Readmission Database was queried for patients > 18 years old who underwent PEHR from 2016 to 2018. Exclusion criteria included a diagnosis of gastrointestinal malignancy or a concurrent bariatric procedure. Patients ≥ 80 were compared to those 18-79 years old using standard statistical methods, and subgroup analyses of elective and non-elective PEHRs were performed. RESULTS: From 2016 to 2018, 46,450 patients were identified with 5425 (11.7%) octogenarians and 41,025 (88.3%) non-octogenarians. Octogenarians were more likely to have a non-elective operation (46.3% vs 18.2%, p < 0.001), and those undergoing non-elective PEHR had a higher mortality (5.5% vs 1.2%, p < 0.001). Outcomes were improved with elective PEHR, but octogenarians still had higher mortality (1.3% vs 0.2%, p < 0.001), longer LOS (3[2, 5] vs 2[1, 3] days, p < 0.001), and higher readmission rates within 30 days (11.1% vs 6.5%, p < 0.001) compared to non-octogenarian elective patients. Multivariable logistic regression showed that being an octogenarian was not independently predictive of mortality (odds ratio (OR) 1.373[95% confidence interval 0.962-1.959], p = 0.081), but a non-elective operation was (OR 3.180[2.492-4.057], p < 0.001). Being an octogenarian was a risk factor for readmission within 30 days (OR 1.512[1.348-1.697], p < 0.001). CONCLUSIONS: Octogenarians represented a substantial proportion of patients undergoing PEHR and were more likely to undergo a non-elective operation. Being an octogenarian was not an independent predictor of perioperative mortality, but a non-elective operation was. Octogenarians' morbidity and mortality was reduced in elective procedures but was still higher than non-octogenarians. Elective PEHR in octogenarians is reasonable but should involve a thorough risk-benefit analysis.

Impact of COVID-19 on volume of elective and nonelective ventral hernia repair.

BACKGROUND: The significant decrease in elective surgery during the COVID-19 pandemic prompted fears that there would be an increase in emergency or urgent operations for certain disease states. The impact of COVID-19 on ventral hernia repair is unknown. This study aimed to compare volumes of elective and nonelective ventral hernia repairs performed pre-COVID-19 with those performed during the COVID-19 pandemic. METHODS: An analysis of a prospective database from 8 hospitals capturing patient admissions with the International Classification of Diseases, Tenth Revision Procedure Coding System for ventral hernia repair from January 2017 through June 2021 were included. During, COVID-19 was defined as on or after March 2020. RESULTS: Comparing 3,558 ventral hernia repairs pre-COVID-19 with 1,228 during COVID-19, there was a significant decrease in the mean number of elective ventral hernia repairs per month during COVID-19 (pre-COVID-19: 61 ± 5 vs during COVID-19 19: 39 ± 11; P < .001), and this persisted after excluding the initial 3-month COVID-19 surge (61 ± 5 vs 42 ± 9; P < .001). There were fewer nonelective cases during the initial 3-month COVID-19 surge (32 ± 9 vs 24 ± 4; P = .031), but, excluding the initial surge, there was no difference in nonelective volume (32 ± 9 vs 33 ± 8; P = .560). During COVID-19, patients had lower rates of congestive heart failure (elective: 9.0% vs 6.6%; P = .0047; nonelective: 17.7% vs 11.6%; P < .001) and chronic obstructive pulmonary disease (elective: 13.7% vs 10.2%; P = .017; nonelective: 17.9% vs 12.0%; P < .001) and underwent fewer component separations (10.2% vs 6.4%; P ≤ .001). Intensive care unit admissions decreased for elective ventral hernia repairs (7.7% vs 5.0%; P = .016). Length of stay, cost, and readmission were similar between groups. CONCLUSION: Elective ventral hernia repair volume decreased during COVID-19 whereas nonelective ventral hernia repairs transiently decreased before returning to baseline. During COVID-19, patients appeared to be lower risk and less complex. The possible impact of the more complex patients delaying surgery is yet to be seen.

Open preperitoneal ventral hernia repair: Prospective observational study of quality improvement outcomes over 18 years and 1,842 patients.

BACKGROUND: This study aimed to describe progressive evidence-based changes in perioperative management of open preperitoneal ventral hernia repair and subsequent surgical outcomes and to analyze factors that affect recurrence and wound complications. METHODS: Prospective, tertiary hernia center data (2004-2021) were examined for patients undergoing midline open preperitoneal ventral hernia repair with mesh. "Early" (2004-2012) and "Recent" (2013-2021) groups were based on surgery date. RESULTS: Comparison of Early (n = 675) versus Recent (n = 1,167) groups showed that Recent patients were, on average, older (56.9 ± 12.6 vs 58.7 ± 12.1 years; P < .001) with a lower body mass index (33.5 ± 8.3 vs 32.0 ± 6.8 kg/m2; P = .003) and a higher number of comorbidities (3.6 ± 2.2 vs 5.2 ± 2.6; P < .001). Recent patients had higher proportions of prior failed ventral hernia repair (46.5% vs 60.8%; P < .001), larger hernia defects (199.7 ± 232.8 vs 214.4 ± 170.5 cm2; P < .001), more Center for Disease Control class 3 or 4 wounds (11.3% vs 18.6%; P < .001), and more component separations (22.5% vs 45.7%; P < .001). Hernia recurrence decreased over time (7.1% vs 2.4%; P < .001), as did wound complication rates (26.7% vs 13.2%; P < .001). Comparing respective multivariable analyses (Early versus Recent), wound complications were associated with panniculectomy (odds ratio [95% confidence interval]: 2.9 [1.9-4.5], P < .001 vs 2.1 [1.4-3.3], P < .01), contaminated wounds (2.1 [1.1-3.7], P = .02 vs 1.8 [1.1-3.1], P = .02), anterior component separation technique (1.8 [1.1-2.9], P = .02 vs 3.2[1.9-5.3], P < .01), and operative time (per minute: 1.01 [1.008-1.015], P < .01 vs 1.004 [1.001-1.007], P < .01). Diabetes (2.6 [1.7-4.0], P < .01) and tobacco (1.8 [1.1-2.9], P = .02) were only significant in the early group. In both groups, recurrence was associated with wound complication (8.9 [4.1-20.1], P < .01 vs 3.4 [1.3-8.2]. P < .01) and recurrent hernias (4.9 [2.3-11.5], P < .01 vs 2.1 [1.1-4.2], P = .036). CONCLUSION: Despite significant increased patient complexity over time, detecting and implementing best practices as determined by recurring data analysis of a center's outcomes has significantly improved patient care results.

Observational study of complex abdominal wall reconstruction using porcine dermal matrix: How have outcomes changed over 14 years?

BACKGROUND: Our center has adopted many evidence-based practices to improve outcomes for complex abdominal wall reconstruction with porcine dermal matrix. This study analyzed outcomes over time using porcine dermal matrix in complex abdominal wall reconstruction. METHODS: Prospective, tertiary hernia center data was examined for patients undergoing complex abdominal wall reconstruction with porcine dermal matrix. Early (2008-2014) and Recent (2015-2021) cohorts were defined by dividing the study interval in half. Multivariable analyses of wound complications and recurrence were performed. RESULTS: Comparing 117 Early vs 245 Recent patients, both groups had high rates of previously repaired hernias (76.1% vs 67.4%; P = .110), Centers for Disease Control and Prevention class 3 or 4 wounds (76.0% vs 66.6%; P = .002), and very large hernia defects (320 ± 317 vs 282 ± 164 cm2; P = .640). Recent patients had higher rates of preoperative botulinum injection (0% vs 21.2%; P < .001), posterior component separation (15.4% vs 35.5%; P < .001), and delayed primary closure (23.1% vs 38.8%; P < .001), but lower rates of concurrent panniculectomy (32.3% vs 27.8%; P = .027) and similar anterior component separation (29.1% vs 18.2%; P = .060). Most mesh was placed preperitoneal (74.4% vs 93.3%; P < .001). Recent patients had less inlay (9.4% vs 2.1%; P < .01) and other mesh locations as fascial closure rate increased (88.0% vs 95.5%; P < .001). Over time, there was a decrease in wound complications (42.1% vs 14.3%; P < .001), length of stay (median [interquartile range]:8 [6-13] vs 7 [6-9]; P = .003), and 30-day readmissions (32.7% vs 10.3%; P < .001). Hernia recurrence decreased (10.3% vs 3.7%; P = .016) with mean follow-up of 2.8 ± 3.2 and 1.7 ± 1.7 years, respectively. Respective multivariable models(odds ratio, 95% confidence interval) demonstrated an increased risk of wound complications with diabetes (2.65, 1.16-5.98; P = .020), panniculectomy (2.63, 1.21-5.73; P = .014), and anterior component separation (5.1, 1.98-12.9; P < .001), with recurrence risk increased by wound complication (3.8, 1.4-2-7.62; P = .032). CONCLUSION: Porcine dermal matrix in complex abdominal wall reconstruction performs well with low recurrence rates. Internal assessment and implementation of evidence-based practices improved outcomes such as length of stay, wound complications, and recurrence rate.

Impact of race and ethnicity on rates of emergent ventral hernia repair (VHR): has anything changed?

BACKGROUND: Non-white patients have been shown to have higher rates of emergent VHR, though no study to date has characterized these disparities over time. METHODS: National Surgical Quality Improvement Program (NSQIP) database was queried for VHR patients between 2008 and 2019. White, black, and hispanic patients were included for analysis. Older (2008-2011) versus New (2016-2019) time-periods were compared. The primary outcome was emergent VHR proportion. Multivariable analysis identified predictors of emergent VHR, then patients in each time-period were propensity matched (PSM) to control for confounders. RESULTS: The 665,809 VHRs between 2008 and 2019 consisted of 69.2% white, 9.7% black, and 8.1% hispanic patients. Emergent VHR rates were higher (all p < 0.001) for black (6.8%) and hispanic (5.6%) patients compared to White (4.1%). Emergent VHR rates between white vs black and white vs hispanic for both old (4.6% vs 7.4% and 4.6% vs 7.4%) and new (3.6% vs 5.8% and 3.6% vs 5.1%) groups demonstrated lower rates in White patients (all p < 0.001). Ratios of emergent VHR rates over time (old to new) remained similar (black:white 1.61-1.61; hispanic:white 1.43-1.42). Multivariable analysis showed older age, higher BMI, smoking, female sex, and increasing ASA class increased odds for emergent VHR. Comparison of PSM-groups (white-PSM vs black-PSM and white-PSM vs hispanic-PSM) for both old (5.0% vs 7.0% and 3.6% vs 6.3%) and new (3.2% vs 4.8% and 3.8% vs 5.5%) time-periods showed lower emergent VHR rates in white patients (all p < 0.001). Ratios of emergent VHR rates over time increased for black patients and decreased for Hispanic patients (black:white:1.4 to 1.5, and hispanic:white:1.75 to 1.45). CONCLUSION: Black and Hispanic patients have higher rates of emergent VHR compared to White patients, and this has not improved over time. After PSM to control for confounding variables, disparities in emergent VHR rates have increased for Black patients and decreased for Hispanic patients.

Outcomes of biologic versus synthetic mesh in CDC class 3 and 4 open abdominal wall reconstruction.

INTRODUCTION: Abdominal wall reconstruction (AWR) in a contaminated field is associated with an increased risk of wound complications, infection, and reoperation. The best method of repair and mesh choice in these operations have generated marked controversy. Our aim was to compare outcomes of patients who underwent AWR with biologic versus synthetic mesh in CDC class 3 and 4 wounds. METHODS: A prospective, single-institution database was queried for AWR using biologic or synthetic mesh in CDC Class 3 and 4 wounds. Hernia recurrence and complications were measured. Multivariable logistic regression was performed to identify factors predicting both. RESULTS: In total, 386 patients with contaminated wounds underwent AWR, 335 with biologic and 51 with synthetic mesh. Groups were similar in age, sex, BMI, and rate of diabetes. Biologic mesh patients had larger hernia defects (298 ± 233cm2 vs. 208 ± 155cm2; p = 0.004) and a higher rate of recurrent hernias (72.2% vs 47.1%; p < 0.001), comorbidities(5.8 ± 2.7 vs. 4.2 ± 2.4, p < 0.01), and a nearly fivefold increase in Class 4 wounds (47.8% vs. 9.8%, p < 0.001), while fascial closure trended to being less common (90.7% vs 96.1%; p = 0.078). Hernia recurrence was comparable between biologic and synthetic mesh (10.4% vs. 17.6%, p = 0.132). Wound complication rates were similar (36.1% vs. 33.3%, p = 0.699), but synthetic mesh had higher rates of mesh infection (1.2% vs 11.8%; p < 0.001) and infection-related resection (0% vs 7.8%, p < 0.001), with 66% of those synthetic mesh infections requiring excision. On logistic regression, wound complications (OR 5.96 [CI 1.60-22.17]; p = 0.008) and bridging mesh (OR 13.10 [CI 2.71-63.42];p = 0.030) predicted of hernia recurrence (p < 0.05), while synthetic mesh (OR 18.6 [CI 2.35-260.4] p = 0.012) and wound complications (OR 20.6 [CI 3.15-417.7] p = 0.008) predicted mesh infection. CONCLUSIONS: Wound complications in AWR with CDC class 3 and 4 wounds significantly increased mesh infection and hernia recurrence; failure to achieve fascial closure also increased hernia recurrence. Use of synthetic versus biologic mesh increased the mesh infection rate by 18.6 times.