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Bruce J, Knight R, Parsons N, Betteridge R, Verdon A, Brown J, Campolier M, Achten J, Costa ML. Wound photography for evaluation of surgical site infection and wound healing after lower limb trauma. Bone Joint J 2021; 103-B:1802-1808. [PMID: 34847717 DOI: 10.1302/0301-620x.103b12.bjj-2021-0447.r1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS Deep surgical site infection (SSI) is common after lower limb fracture. We compared the diagnosis of deep SSI using alternative methods of data collection and examined the agreement of clinical photography and in-person clinical assessment by the Centers for Disease Control and Prevention (CDC) criteria after lower limb fracture surgery. METHODS Data from two large, UK-based multicentre randomized controlled major trauma trials investigating SSI and wound healing after surgical repair of open lower limb fractures that could not be primarily closed (UK WOLLF), and surgical incisions for fractures that were primarily closed (UK WHiST), were examined. Trial interventions were standard wound care management and negative pressure wound therapy after initial surgical debridement. Wound outcomes were collected from 30 days to six weeks. We compared the level of agreement between wound photography and clinical assessment of CDC-defined SSI. We are also assessed the level of agreement between blinded independent assessors of the photographs. RESULTS Rates of CDC-defined deep SSI were 7.6% (35/460) after open fracture and 6.3% (95/1519) after closed incisional repair. Photographs were obtained for 77% and 73% of WOLLF and WHiST cohorts respectively (all participants n = 1,478). Agreement between photographic-SSI and CDC-SSI was fair for open fracture wounds (83%; k = 0.27 (95% confidence interval (CI) 0.14 to 0.42)) and for closed incisional wounds (88%; k = 0.29 (95% CI 0.20 to 0.37)) although the rate of photographically detected deep SSIs was twice as high as CDC-SSI (12% vs 6%). Agreement between different assessors for photographic-SSI (WOLLF 88%, k = 0.63 (95% CI 0.52 to 0.72); WHiST 89%; k = 0.61 (95% CI 0.54 to 0.69)); and wound healing was good (WOLLF 90%; k = 0.80 (95% CI 0.73 to 0.86); WHiST 87%; k = 0.57 (95% CI 0.50 to 0.64)). CONCLUSION Although wound photography was feasible within the research context and inter-rater assessor agreement substantial, digital photographs used in isolation overestimated deep SSI rates, when compared to CDC criteria. Wound photography should not replace clinical assessment in pragmatic trials but may be useful for screening purposes where surgical infection outcomes are paramount. Cite this article: Bone Joint J 2021;103-B(12):1802-1808.
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Affiliation(s)
- Julie Bruce
- Warwick Clinical Trials Unit, Division of Health Sciences, University of Warwick, Coventry, UK
| | - Ruth Knight
- Oxford Clinical Trials Research Unit, Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Nick Parsons
- Statistics and Epidemiology Unit, Warwick Medical School, University of Warwick, Coventry, UK
| | - Ria Betteridge
- Tissue Viability Service, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Amy Verdon
- Tissue Viability Service, University Hospitals Coventry and Warwickshire, Coventry, UK
| | - Julie Brown
- Tissue Viability Service, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Marta Campolier
- Oxford Trauma and Emergency Care, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Juul Achten
- Oxford Trauma and Emergency Care, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Matt L Costa
- Oxford Trauma and Emergency Care, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
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Remote diagnosis of surgical-site infection using a mobile digital intervention: a randomised controlled trial in emergency surgery patients. NPJ Digit Med 2021; 4:160. [PMID: 34795398 PMCID: PMC8602321 DOI: 10.1038/s41746-021-00526-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 09/27/2021] [Indexed: 02/03/2023] Open
Abstract
Surgical site infections (SSI) cause substantial morbidity and pose a burden to acute healthcare services after surgery. We aimed to investigate whether a smartphone-delivered wound assessment tool can expedite diagnosis and treatment of SSI after emergency abdominal surgery. This single-blinded randomised control trial (NCT02704897) enroled adult emergency abdominal surgery patients in two tertiary care hospitals. Patients were randomised (1:1) to routine postoperative care or additional access to a smartphone-delivered wound assessment tool for 30-days postoperatively. Patient-reported SSI symptoms and wound photographs were requested on postoperative days 3, 7, and 15. The primary outcome was time-to-diagnosis of SSI (Centers for Disease Control definition). 492 patients were randomised (smartphone intervention: 223; routine care: 269). There was no significant difference in the 30-day SSI rate between trial arms: 21 (9.4%) in smartphone vs 20 (7.4%, p = 0.513) in routine care. Among the smartphone group, 32.3% (n = 72) did not utilise the tool. There was no significant difference in time-to-diagnosis of SSI for patients receiving the intervention (-2.5 days, 95% CI: -6.6-1.6, p = 0.225). However, patients in the smartphone group had 3.7-times higher odds of diagnosis within 7 postoperative days (95% CI: 1.02-13.51, p = 0.043). The smartphone group had significantly reduced community care attendance (OR: 0.57, 95% CI: 0.34-0.94, p = 0.030), similar hospital attendance (OR: 0.76, 95% CI: 0.28-1.96, p = 0.577), and significantly better experiences in accessing care (OR: 2.02, 95% CI: 1.17-3.53, p = 0.013). Smartphone-delivered wound follow-up is feasible following emergency abdominal surgery. This can facilitate triage to the appropriate level of assessment required, allowing earlier postoperative diagnosis of SSI.
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Ke C, Jin Y, Evans H, Lober B, Qian X, Liu J, Huang S. Prognostics of surgical site infections using dynamic health data. J Biomed Inform 2017; 65:22-33. [DOI: 10.1016/j.jbi.2016.10.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Revised: 09/24/2016] [Accepted: 10/31/2016] [Indexed: 11/16/2022]
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Sanger PC, Simianu VV, Gaskill CE, Armstrong CAL, Hartzler AL, Lordon RJ, Lober WB, Evans HL. Diagnosing Surgical Site Infection Using Wound Photography: A Scenario-Based Study. J Am Coll Surg 2017; 224:8-15.e1. [PMID: 27746223 PMCID: PMC5183503 DOI: 10.1016/j.jamcollsurg.2016.10.027] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 10/03/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Postoperative surgical site infections (SSI) are common and costly. Most occur post discharge, and can result in potentially preventable readmission or unnecessary urgent evaluation. Mobile health approaches incorporating patient-generated wound photos are being implemented in an attempt to optimize triage and management. We assessed how adding wound photos to existing data sources modifies provider decision making. STUDY DESIGN We used a web-based simulation survey using a convenience sample of providers with expertise in surgical infections. Participants viewed a range of scenarios, including surgical history, physical exam, and description of wound appearance. All participants reported SSI diagnosis, diagnostic confidence, and management recommendations (main outcomes) first without, and then with, accompanying wound photos. At each step, participants ranked the most important features contributing to their decision. RESULTS Eighty-three participants completed a median of 5 scenarios (interquartile range 4 to 7). Most participants were physicians in academic surgical specialties (n = 70 [84%]). The addition of photos improved overall diagnostic accuracy from 67% to 76% (p < 0.001), and increased specificity from 77% to 92% (p < 0.001), but did not significantly increase sensitivity (55% to 65%; p = 0.16). Photos increased mean confidence in diagnosis from 5.9 of 10 to 7.4 of 10 (p < 0.001). Overtreatment recommendations decreased from 48% to 16% (p < 0.001), and undertreatment did not change (28% to 23%; p = 0.20) with the addition of photos. CONCLUSIONS The addition of wound photos to existing data as available via chart review and telephone consultation with patients significantly improved diagnostic accuracy and confidence, and prevented proposed overtreatment in scenarios without SSI. Post-discharge mobile health technologies have the potential to facilitate patient-centered care, decrease costs, and improve clinical outcomes.
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Affiliation(s)
- Patrick C Sanger
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA.
| | - Vlad V Simianu
- Department of Surgery, University of Washington, Seattle, WA
| | | | | | - Andrea L Hartzler
- Group Health Research Institute, Group Health Cooperative, Seattle, WA
| | - Ross J Lordon
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA
| | - William B Lober
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA; Department of Biobehavioral Nursing and Health Systems, University of Washington, Seattle, WA
| | - Heather L Evans
- Department of Surgery, University of Washington, Seattle, WA
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Sanger PC, van Ramshorst GH, Mercan E, Huang S, Hartzler AL, Armstrong CAL, Lordon RJ, Lober WB, Evans HL. A Prognostic Model of Surgical Site Infection Using Daily Clinical Wound Assessment. J Am Coll Surg 2016; 223:259-270.e2. [PMID: 27188832 DOI: 10.1016/j.jamcollsurg.2016.04.046] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Revised: 04/12/2016] [Accepted: 04/29/2016] [Indexed: 01/17/2023]
Abstract
BACKGROUND Surgical site infection (SSI) remains a common, costly, and morbid health care-associated infection. Early detection can improve outcomes, yet previous risk models consider only baseline risk factors (BF) not incorporating a proximate and timely data source-the wound itself. We hypothesize that incorporation of daily wound assessment improves the accuracy of SSI identification compared with traditional BF alone. STUDY DESIGN A prospective cohort of 1,000 post open abdominal surgery patients at an academic teaching hospital were examined daily for serial features (SF), for example, wound characteristics and vital signs, in addition to standard BF, for example, wound class. Using supervised machine learning, we trained 3 Naïve Bayes classifiers (BF, SF, and BF+SF) using patient data from 1 to 5 days before diagnosis to classify SSI on the following day. For comparison, we also created a simplified SF model that used logistic regression. Control patients without SSI were matched on 5 similar consecutive postoperative days to avoid confounding by length of stay. Accuracy, sensitivity/specificity, and area under the receiver operating characteristic curve were calculated on a training and hold-out testing set. RESULTS Of 851 patients, 19.4% had inpatient SSIs. Univariate analysis showed differences in C-reactive protein, surgery duration, and contamination, but no differences in American Society of Anesthesiologists scores, diabetes, or emergency surgery. The BF, SF, and BF+SF classifiers had area under the receiver operating characteristic curves of 0.67, 0.76, and 0.76, respectively. The best-performing classifier (SF) had optimal sensitivity of 0.80, specificity of 0.64, positive predictive value of 0.35, and negative predictive value of 0.93. Features most associated with subsequent SSI diagnosis were granulation degree, exudate amount, nasogastric tube presence, and heart rate. CONCLUSIONS Serial features provided moderate positive predictive value and high negative predictive value for early identification of SSI. Addition of baseline risk factors did not improve identification. Features of evolving wound infection are discernable before the day of diagnosis, based primarily on visual inspection.
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Affiliation(s)
- Patrick C Sanger
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA.
| | | | - Ezgi Mercan
- Department of Computer Science, University of Washington, Seattle, WA
| | - Shuai Huang
- Department of Industrial and Systems Engineering, University of Washington, Seattle, WA
| | - Andrea L Hartzler
- Group Health Research Institute, Group Health Cooperative, Seattle, WA
| | | | - Ross J Lordon
- Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA
| | - William B Lober
- Department of Biobehavioral Nursing and Health Systems, and Biomedical Informatics and Medical Education, University of Washington, Seattle, WA
| | - Heather L Evans
- Department of Surgery, University of Washington, Seattle, WA
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Deerenberg EB, Harlaar JJ, Steyerberg EW, Lont HE, van Doorn HC, Heisterkamp J, Wijnhoven BP, Schouten WR, Cense HA, Stockmann HB, Berends FJ, Dijkhuizen FPH, Dwarkasing RS, Jairam AP, van Ramshorst GH, Kleinrensink GJ, Jeekel J, Lange JF. Small bites versus large bites for closure of abdominal midline incisions (STITCH): a double-blind, multicentre, randomised controlled trial. Lancet 2015; 386:1254-1260. [PMID: 26188742 DOI: 10.1016/s0140-6736(15)60459-7] [Citation(s) in RCA: 337] [Impact Index Per Article: 37.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
BACKGROUND Incisional hernia is a frequent complication of midline laparotomy and is associated with high morbidity, decreased quality of life, and high costs. We aimed to compare the large bites suture technique with the small bites technique for fascial closure of midline laparotomy incisions. METHODS We did this prospective, multicentre, double-blind, randomised controlled trial at surgical and gynaecological departments in ten hospitals in the Netherlands. Patients aged 18 years or older who were scheduled to undergo elective abdominal surgery with midline laparotomy were randomly assigned (1:1), via a computer-generated randomisation sequence, to receive small tissue bites of 5 mm every 5 mm or large bites of 1 cm every 1 cm. Randomisation was stratified by centre and between surgeons and residents with a minimisation procedure to ensure balanced allocation. Patients and study investigators were masked to group allocation. The primary outcome was the occurrence of incisional hernia; we postulated a reduced incidence in the small bites group. We analysed patients by intention to treat. This trial is registered at Clinicaltrials.gov, number NCT01132209 and with the Nederlands Trial Register, number NTR2052. FINDINGS Between Oct 20, 2009, and March 12, 2012, we randomly assigned 560 patients to the large bites group (n=284) or the small bites group (n=276). Follow-up ended on Aug 30, 2013; 545 (97%) patients completed follow-up and were included in the primary outcome analysis. Patients in the small bites group had fascial closures sutured with more stitches than those in the large bites group (mean number of stitches 45 [SD 12] vs 25 [10]; p<0·0001), a higher ratio of suture length to wound length (5·0 [1·5] vs 4·3 [1·4]; p<0·0001) and a longer closure time (14 [6] vs 10 [4] min; p<0·0001). At 1 year follow-up, 57 (21%) of 277 patients in the large bites group and 35 (13%) of 268 patients in the small bites group had incisional hernia (p=0·0220, covariate adjusted odds ratio 0·52, 95% CI 0·31-0·87; p=0·0131). Rates of adverse events did not differ significantly between groups. INTERPRETATION Our findings show that the small bites suture technique is more effective than the traditional large bites technique for prevention of incisional hernia in midline incisions and is not associated with a higher rate of adverse events. The small bites technique should become the standard closure technique for midline incisions. FUNDING Erasmus University Medical Center and Ethicon.
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Affiliation(s)
- Eva B Deerenberg
- Department of Surgery, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Joris J Harlaar
- Department of Surgery, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands.
| | - Ewout W Steyerberg
- Department of Public Health, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Harold E Lont
- Department of Surgery, Vlietland Ziekenhuis, Schiedam, Netherlands
| | - Helena C van Doorn
- Department of Gynecology, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Joos Heisterkamp
- Department of Surgery, St Elisabeth Ziekenhuis, Tilburg, Netherlands
| | - Bas Pl Wijnhoven
- Department of Surgery, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Willem R Schouten
- Department of Surgery, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands; Department of Surgery, Havenziekenhuis, Rotterdam, Netherlands
| | - Huib A Cense
- Department of Surgery, Rode Kruis Ziekenhuis, Beverwijk, Netherlands
| | | | - Frits J Berends
- Department of Surgery, Rijnstate Ziekenhuis, Arnhem, Netherlands
| | | | - Roy S Dwarkasing
- Department of Radiology, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - An P Jairam
- Department of Surgery, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | | | - Gert-Jan Kleinrensink
- Department of Neuroscience, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Johannes Jeekel
- Department of Neuroscience, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Johan F Lange
- Department of Surgery, Erasmus University Medical Center Rotterdam, Rotterdam, Netherlands
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Medicare claims can be used to identify US hospitals with higher rates of surgical site infection following vascular surgery. Med Care 2014; 52:918-25. [PMID: 25185638 DOI: 10.1097/mlr.0000000000000212] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Surgical site infections (SSIs) following vascular surgery have high morbidity and costs, and are increasingly tracked as hospital quality measures. OBJECTIVE To assess the ability of Medicare claims to identify US hospitals with high SSI rates after vascular surgery. RESEARCH DESIGN Using claims from fee-for-service Medicare enrollees of age 65 years and older who underwent vascular surgery from 2005 to 2008, we derived hospital rankings using previously validated codes suggestive of SSI, with individual-level adjustment for age, sex, and comorbidities. We then obtained medical records for validation of SSI from hospitals ranked in the best and worst deciles of performance, and used logistic regression to calculate the risk-adjusted odds of developing an SSI in worst-decile versus best-decile hospitals. RESULTS Among 203,023 Medicare patients who underwent vascular surgery at 2512 US hospitals, a patient undergoing surgery in a hospital ranked in the worst-performing decile based on claims had 2.5 times higher odds of developing a chart-confirmed SSI relative to a patient with the same age, sex, and comorbidities in a hospital ranked in the best-performing decile (95% confidence interval, 2.0-3.1). SSI confirmation among patients with claims suggesting infection was similar across deciles, and we found similar findings in analyses limited to deep and organ/space SSIs. We report on diagnosis codes with high sensitivity for identifying deep and organ/space SSI, with one-to-one mapping to ICD-10-CM codes. CONCLUSIONS Claims-based surveillance offers a standardized and objective methodology that can be used to improve SSI surveillance and to validate hospitals' publicly reported data.
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Daams F, Wu Z, Lahaye MJ, Jeekel J, Lange JF. Prediction and diagnosis of colorectal anastomotic leakage: A systematic review of literature. World J Gastrointest Surg 2014; 6:14-26. [PMID: 24600507 PMCID: PMC3942535 DOI: 10.4240/wjgs.v6.i2.14] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 10/30/2013] [Accepted: 01/14/2014] [Indexed: 02/06/2023] Open
Abstract
Although many studies have focused on the preoperative risk factors of anastomotic leakage after colorectal surgery (CAL), postoperative delay in diagnosis is common and harmful. This review provides a systematic overview of all available literature on diagnostic tools used for CAL. A systematic search of literature was undertaken using Medline, Embase, Cochrane and Web-of-Science libraries. Articles were selected when a diagnostic or prediction tool for CAL was described and tested. Two reviewers separately assessed the eligibility and level of evidence of the papers. Sixty-nine articles were selected (clinical methods: 11, laboratory tests: 12, drain fluid analysis: 12, intraoperative techniques: 22, radiology: 16). Clinical scoring leads to early awareness of probability of CAL and reduces delay of diagnosis. C-reactive protein measurement at postoperative day 3-4 is helpful. CAL patients are characterized by elevated cytokine levels in drain fluid in the very early postoperative phase in CAL patients. Intraoperative testing using the air leak test allows intraoperative repair of the anastomosis. Routine contrast enema is not recommended. If CAL is clinically suspected, rectal contrast-computer tomography is recommended by a few studies. In many studies a “no-test” control group was lacking, furthermore no golden standard for CAL is available. These two factors contributed to a relatively low level of evidence in the majority of the papers. This paper provides a systematic overview of literature on the available tools for diagnosing CAL. The study shows that colorectal surgery patients could benefit from some diagnostic interventions that can easily be performed in daily postoperative care.
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Long-term outcome study in patients with abdominal wound dehiscence: a comparative study on quality of life, body image, and incisional hernia. J Gastrointest Surg 2013; 17:1477-84. [PMID: 23715648 DOI: 10.1007/s11605-013-2233-2] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2013] [Accepted: 05/07/2013] [Indexed: 01/31/2023]
Abstract
OBJECTIVE Long-term quality of life and body image of patients with abdominal wound dehiscence were assessed. METHODS Thirty-seven patients with abdominal wound dehiscence from a prospectively followed cohort of 967 patients (2007-2009) were reviewed. Patients completed the Short Form 36 quality of life questionnaire and Body Image Questionnaire and participated in semi-structured telephone interviews. For each patient, four controls were matched by age and gender. Analyses were adjusted for age, gender, comorbidity, and follow-up length. RESULTS Of the 37 patients with abdominal wound dehiscence, 23 were alive after a mean follow-up of 40 months (range 33-49 months). Nineteen patients developed incisional hernias (83 %). Patients with abdominal wound dehiscence reported significantly lower scores for physical and mental component summaries (p = 0.038, p = 0.013), general health (p = 0.003), mental health (p = 0.011), social functioning (p = 0.002), and change (p = 0.034). No differences were found for physical functioning (p = 0.072), role physical (p = 0.361), bodily pain (p = 0.133), vitality (p = 0.150), and role emotional (p = 0.138). Patients with abdominal wound dehiscence reported lower body image scores (median 16.5 vs. 18, p = 0.087), cosmetic scores (median 13 vs. 16, p = 0.047), and total body image scores (median 30 vs. 34, p = 0.042). CONCLUSIONS At long-term follow-up, patients with abdominal wound dehiscence demonstrated a high incidence of incisional hernia, low body image, and low quality of life.
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