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Nwaiwu CA, Rivera Perla KM, Abel LB, Sears IJ, Barton AT, Peterson RC, Liu YZ, Khatri IS, Sarkar IN, Shah N. Predicting Colonic Neoplasia Surgical Complications: A Machine Learning Approach. Dis Colon Rectum 2024; 67:700-713. [PMID: 38319746 DOI: 10.1097/dcr.0000000000003166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
BACKGROUND A range of statistical approaches have been used to help predict outcomes associated with colectomy. The multifactorial nature of complications suggests that machine learning algorithms may be more accurate in determining postoperative outcomes by detecting nonlinear associations, which are not readily measured by traditional statistics. OBJECTIVE The aim of this study was to investigate the utility of machine learning algorithms to predict complications in patients undergoing colectomy for colonic neoplasia. DESIGN Retrospective analysis using decision tree, random forest, and artificial neural network classifiers to predict postoperative outcomes. SETTINGS National Inpatient Sample database (2003-2017). PATIENTS Adult patients who underwent elective colectomy with anastomosis for neoplasia. MAIN OUTCOME MEASURES Performance was quantified using sensitivity, specificity, accuracy, and area under the receiver operating characteristic curve to predict the incidence of anastomotic leak, prolonged length of stay, and inpatient mortality. RESULTS A total of 14,935 patients (4731 laparoscopic, 10,204 open) were included. They had an average age of 67 ± 12.2 years, and 53% of patients were women. The 3 machine learning models successfully identified patients who developed the measured complications. Although differences between model performances were largely insignificant, the neural network scored highest for most outcomes: predicting anastomotic leak, area under the receiver operating characteristic curve 0.88/0.93 (open/laparoscopic, 95% CI, 0.73-0.92/0.80-0.96); prolonged length of stay, area under the receiver operating characteristic curve 0.84/0.88 (open/laparoscopic, 95% CI, 0.82-0.85/0.85-0.91); and inpatient mortality, area under the receiver operating characteristic curve 0.90/0.92 (open/laparoscopic, 95% CI, 0.85-0.96/0.86-0.98). LIMITATIONS The patients from the National Inpatient Sample database may not be an accurate sample of the population of all patients undergoing colectomy for colonic neoplasia and does not account for specific institutional and patient factors. CONCLUSIONS Machine learning predicted postoperative complications in patients with colonic neoplasia undergoing colectomy with good performance. Although validation using external data and optimization of data quality will be required, these machine learning tools show great promise in assisting surgeons with risk-stratification of perioperative care to improve postoperative outcomes. See Video Abstract . PREDICCIN DE LAS COMPLICACIONES QUIRRGICAS DE LA NEOPLASIA DE COLON UN ENFOQUE DE MODELO DE APRENDIZAJE AUTOMTICO ANTECEDENTES:Se han utilizado una variedad de enfoques estadísticos para ayudar a predecir los resultados asociados con la colectomía. La naturaleza multifactorial de las complicaciones sugiere que los algoritmos de aprendizaje automático pueden ser más precisos en determinar los resultados posoperatorios al detectar asociaciones no lineales, que generalmente no se miden en las estadísticas tradicionales.OBJETIVO:El objetivo de este estudio fue investigar la utilidad de los algoritmos de aprendizaje automático para predecir complicaciones en pacientes sometidos a colectomía por neoplasia de colon.DISEÑO:Análisis retrospectivo utilizando clasificadores de árboles de decisión, bosques aleatorios y redes neuronales artificiales para predecir los resultados posoperatorios.AJUSTE:Base de datos de la Muestra Nacional de Pacientes Hospitalizados (2003-2017).PACIENTES:Pacientes adultos sometidos a colectomía electiva con anastomosis por neoplasia.INTERVENCIONES:N/A.PRINCIPALES MEDIDAS DE RESULTADO:El rendimiento se cuantificó utilizando la sensibilidad, especificidad, precisión y la característica operativa del receptor del área bajo la curva para predecir la incidencia de fuga anastomótica, duración prolongada de la estancia hospitalaria y mortalidad de los pacientes hospitalizados.RESULTADOS:Se incluyeron un total de 14.935 pacientes (4.731 laparoscópicos, 10.204 abiertos). Presentaron una edad promedio de 67 ± 12,2 años y el 53% eran mujeres. Los tres modelos de aprendizaje automático identificaron con éxito a los pacientes que desarrollaron las complicaciones medidas. Aunque las diferencias entre el rendimiento del modelo fueron en gran medida insignificantes, la red neuronal obtuvo la puntuación más alta para la mayoría de los resultados: predicción de fuga anastomótica, característica operativa del receptor del área bajo la curva 0,88/0,93 (abierta/laparoscópica, IC del 95%: 0,73-0,92/0,80-0,96); duración prolongada de la estancia hospitalaria, característica operativa del receptor del área bajo la curva 0,84/0,88 (abierta/laparoscópica, IC del 95%: 0,82-0,85/0,85-0,91); y mortalidad de pacientes hospitalizados, característica operativa del receptor del área bajo la curva 0,90/0,92 (abierto/laparoscópico, IC del 95%: 0,85-0,96/0,86-0,98).LIMITACIONES:Los pacientes de la base de datos de la Muestra Nacional de Pacientes Hospitalizados pueden no ser una muestra precisa de la población de todos los pacientes sometidos a colectomía por neoplasia de colon y no tienen en cuenta factores institucionales y específicos del paciente.CONCLUSIONES:El aprendizaje automático predijo con buen rendimiento las complicaciones postoperatorias en pacientes con neoplasia de colon sometidos a colectomía. Aunque será necesaria la validación mediante datos externos y la optimización de la calidad de los datos, estas herramientas de aprendizaje automático son muy prometedoras para ayudar a los cirujanos con la estratificación de riesgos de la atención perioperatoria para mejorar los resultados posoperatorios. (Traducción-Dr. Fidel Ruiz Healy ).
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Affiliation(s)
- Chibueze A Nwaiwu
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Krissia M Rivera Perla
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Logan B Abel
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Isaac J Sears
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Andrew T Barton
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | | | - Yao Z Liu
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Ishaani S Khatri
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
| | - Indra N Sarkar
- Center for Biomedical Informatics, Brown University, Providence, Rhode Island
- Rhode Island Quality Institute, Providence, Rhode Island
| | - Nishit Shah
- Department of Surgery, Warren Alpert Medical School of Brown University, Rhode Island Hospital, Providence, Rhode Island
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Kondo A, Kumamoto K, Asano E, Feng D, Kobara H, Okano K. Indocyanine green fluorescence imaging during laparoscopic rectal cancer surgery could reduce the incidence of anastomotic leakage: a single institutional retrospective cohort study. World J Surg Oncol 2022; 20:397. [PMID: 36514053 PMCID: PMC9746152 DOI: 10.1186/s12957-022-02856-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 11/24/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND There is insufficient evidence on whether indocyanine green (ICG) fluorescence angiography can reduce the incidence of anastomotic leakage (AL). This retrospective cohort study aimed to evaluate the effect of ICG fluorescence angiography on AL rates in laparoscopic rectal cancer surgery at a single institution. METHODS Patients who underwent laparoscopic low anterior resection or intersphincteric resection with ICG fluorescence angiography (ICG group; n = 73) and patients who underwent a similar surgical procedure for rectal cancer without ICG fluorescence (non-ICG group; n = 114) were enrolled consecutively in this study. ICG fluorescence angiography was performed prior to transection of the proximal colon, and anastomosis was performed with sufficient perfusion using ICG fluorescence imaging. AL incidence was compared between both groups, and the risk factors for AL were analyzed. RESULTS AL occurred in 3 (4.1%) and 14 (12.3%) patients in the ICG and non-ICG groups, respectively. In the ICG group, the median perfusion time from ICG injection was 34 s, and 5 patients (6.8%) required revision of the proximal transection line. None of the patients requiring revision of the proximal transection line developed AL. In univariate analysis, longer operating time (odds ratio: 2.758; 95% confidence interval: 1.023-7.624) and no implementation of ICG fluorescence angiography (odds ratio: 3.266; 95% confidence interval: 1.038-11.793) were significant factors associated with AL incidence, although the creation of a diverting stoma or insertion of a transanal tube was insignificant. CONCLUSION ICG fluorescence angiography was associated with a significant reduction in AL during laparoscopic rectal cancer surgery. Changes in the surgical plan due to ICG fluorescence visibility may help improve the short-term outcomes of patients with rectal cancer.
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Affiliation(s)
- Akihiro Kondo
- grid.258331.e0000 0000 8662 309XDepartment of Gastroenterological Surgery, Faculty of Medicine, Kagawa University, 1750-1 Ikenobe, Miki-Cho, Kita-Gun, Kagawa, 761-0793 Japan
| | - Kensuke Kumamoto
- grid.258331.e0000 0000 8662 309XDepartment of Gastroenterological Surgery, Faculty of Medicine, Kagawa University, 1750-1 Ikenobe, Miki-Cho, Kita-Gun, Kagawa, 761-0793 Japan
| | - Eisuke Asano
- grid.258331.e0000 0000 8662 309XDepartment of Gastroenterological Surgery, Faculty of Medicine, Kagawa University, 1750-1 Ikenobe, Miki-Cho, Kita-Gun, Kagawa, 761-0793 Japan
| | - Dongping Feng
- grid.258331.e0000 0000 8662 309XDepartment of Gastroenterological Surgery, Faculty of Medicine, Kagawa University, 1750-1 Ikenobe, Miki-Cho, Kita-Gun, Kagawa, 761-0793 Japan
| | - Hideki Kobara
- grid.258331.e0000 0000 8662 309XDepartment of Gastroenterology and Neurology, Kagawa University, Miki-Cho, Kagawa, Japan
| | - Keiichi Okano
- grid.258331.e0000 0000 8662 309XDepartment of Gastroenterological Surgery, Faculty of Medicine, Kagawa University, 1750-1 Ikenobe, Miki-Cho, Kita-Gun, Kagawa, 761-0793 Japan
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Selznick S, Levy J, Bogdan RM, Hawel J, Elnahas A, Alkhamesi NA, Schlachta CM. Laparoscopic right colectomies with intracorporeal compared to extracorporeal anastomotic techniques are associated with reduced post-operative incisional hernias. Surg Endosc 2022:10.1007/s00464-022-09585-0. [PMID: 36192658 PMCID: PMC9529334 DOI: 10.1007/s00464-022-09585-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 08/25/2022] [Indexed: 11/17/2022]
Abstract
Background Owing to important differences in surgical technique, laparoscopic right colectomy with intracorporeal (ICA) compared to extracorporeal (ECA) anastomotic technique may result in improved patient outcomes. We aimed to compare both techniques according to incisional hernias and other pertinent perioperative characteristics, post-operative complications, and oncologic quality markers.
Methods All adult patients undergoing laparoscopic right colectomies between 2015 and 2020 at a single institution were included. ICA and ECA techniques were compared based on selected outcomes using univariable and multivariable statistical analyses, as appropriate. Subgroup analyses were restricted to patients with neoplastic indications for surgery and non-urgent operations. Results A total of 517 patients met inclusion criteria, of which 139 (26.9%) underwent ICA and 378 (73.1%) underwent ECA. ICA and ECA patients had similar baseline characteristics. At two years of follow-up, a lower proportion of ICA patients developed a hernia at the extraction incision (1.5% vs. 7.1%, p = 0.02) and ICA was associated with an 80% reduction in extraction incision hernias (aHR 0.20, p = 0.03). These results were stable through subgroup and sensitivity analyses. Median operative time was longer in the ICA group (186 min vs. 135 min, p < 0.001), but the gap in operative time narrowed during the study period. Median length of stay was one calendar day shorter in the ICA group (3 days vs. 4 days, p = 0.007) and ICA was associated with a 13% decrease in the length of stay (aRR 0.87, p = 0.02). The incidence of superficial wound infections, anastomotic leaks and re-interventions was lower in ICA patients, but this difference was not statistically significant. 90-day unscheduled visits, readmissions, and mortalities were similar across both groups, as were oncologic outcomes. Conclusion Laparoscopic right colectomies with intracorporeal anastomoses are associated with a reduction in incisional hernias and shorter hospital lengths of stay without compromising on patient safety or oncologic principles. Graphical abstract ![]()
Supplementary Information The online version contains supplementary material available at 10.1007/s00464-022-09585-0.
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Affiliation(s)
- Sydney Selznick
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada
| | - Jordan Levy
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada
| | - Ruxandra-Maria Bogdan
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada
| | - Jeffrey Hawel
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada
| | - Ahmad Elnahas
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada
| | - Nawar A Alkhamesi
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada
| | - Christopher M Schlachta
- CSTAR (Canadian Surgical Technologies & Advanced Robotics), London Health Science Centre, 339 Windermere Rd, London, ON, N6A 5A5, Canada.
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Ellis CT, Maykel JA. Defining Anastomotic Leak and the Clinical Relevance of Leaks. Clin Colon Rectal Surg 2021; 34:359-365. [PMID: 34853555 DOI: 10.1055/s-0041-1735265] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Surgeons universally dread gastrointestinal anastomotic leaks, yet the precise definition is not widely agreed on despite international consensus guidelines. Likewise, leaks are not uniformly reported which makes comparisons across studies flawed. Leak rates range from 1 to 3% for ileocolonic, 0.5 to 18% for colorectal, and 5 to 19% for coloanal anastomoses. The sequelae of an anastomotic leak vary but generally correlate with the need for a change in clinical management, from minimal changes to the need for reoperation. Short- and long-term outcomes can be life-altering or life-threatening. Temporary or permanent stomas may be necessary and low pelvic anastomotic leaks may affect bowel function. For cancer patients, leaks can delay treatment and negatively affect oncologic outcomes. In Crohn's patients, leaks are associated with higher recurrence rates. In essence, the lack of agreement on the definition of an anastomotic leak inhibits meaningful understand of its epidemiology, prevention, and treatment.
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Affiliation(s)
- Clayton Tyler Ellis
- Division of Colorectal Surgery, Hiram C. Polk, Jr., MD, Department of Surgery, University of Louisville, Louisville, Kentucky
| | - Justin A Maykel
- Division of Colorectal Surgery, Department of Surgery, University of Massachusetts, Worcester, Massachusetts
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5
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Daniel VT, Alavi K, Davids JS, Harnsberger CR, Maykel JA. Defining Anastomotic Leaks After Colorectal Surgery: Results of a National Survey. J Surg Res 2021; 261:242-247. [PMID: 33460969 DOI: 10.1016/j.jss.2020.11.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 09/11/2020] [Accepted: 11/01/2020] [Indexed: 11/18/2022]
Abstract
BACKGROUND Anastomotic leaks are a dreaded complication after colorectal surgery. Although anastomotic leak is often used as a metric to compare patient outcomes, a standard definition does not exist. MATERIALS AND METHODS A web-based survey was developed and distributed to US surgeons. Respondents were queried on the definition of anastomotic leaks using a 5-point Likert scale to rate different scenarios related to colorectal surgery. RESULTS Of potential 2209 respondents, 649 (29%) responded to the survey. The majority of respondents was men (76%) and practiced colon and rectal surgery as their primary specialty (89%). Contrast extravasation at the anastomosis, regardless of timing related to the surgery, is the clinical scenario with greatest consensus (>85%). 50% of surgeons do not believe that an abscess near the anastomosis in an asymptomatic patient defines a leak. CONCLUSIONS These results highlight the pressing need for standardization of the anastomotic leak definition given the implications on outcomes measurement, research trials, and health care reimbursement.
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Affiliation(s)
- Vijaya T Daniel
- Division of Colon and Rectal Surgery, Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Karim Alavi
- Division of Colon and Rectal Surgery, Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Jennifer S Davids
- Division of Colon and Rectal Surgery, Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Cristina R Harnsberger
- Division of Colon and Rectal Surgery, Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts
| | - Justin A Maykel
- Division of Colon and Rectal Surgery, Department of Surgery, University of Massachusetts Medical School, Worcester, Massachusetts.
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Benčurik V, Škrovina M, Martínek L, Bartoš J, Macháčková M, Dosoudil M, Štěpánová E, Přibylová L, Briš R, Vomáčková K. Intraoperative fluorescence angiography and risk factors of anastomotic leakage in mini-invasive low rectal resections. Surg Endosc 2020; 35:5015-5023. [PMID: 32970211 DOI: 10.1007/s00464-020-07982-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 09/14/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND One of the prerequisites for proper healing of the anastomosis after a colorectal resection is adequate blood supply to the connected intestinal segments. It has been proposed that adequate visualization of the blood flow using indocyanine green (ICG) could lead to the reduction in the incidence of anastomotic leakage (AL). The aim of this study was to assess the effectiveness of intraoperative fluorescence angiography (FA) in decreasing the incidence of AL after minimally invasive low anterior resection (LAR) with total mesorectal excision (TME) in rectal cancer patients and to determine predictors of anastomotic leak. METHODS From August 2015 to January 2019, data from 100 patients who underwent mini-invasive TME for rectal cancer using FA with indocyanine green (ICG) were prospectively collected and analyzed. They were compared with retrospectively analyzed data from a historical control group operated by one team of surgeons before the introduction of FA from November 2012 to August 2015 (100 patients). All patients from both groups were operated sequentially in one oncological center in Nový Jičín. RESULTS The incidence of AL was significantly lower in the ICG group (19% vs. 9%, p = 0.042, χ2 test). In fifteen patients in the ICG group (15%), the resection line was moved due to insufficient perfusion. Using Pearson's χ2 test, diabetes (p = 0.036) and application of a transanal drain (NoCoil) (p = 0.032) were identified as other risk factors (RFs) for AL. CONCLUSION The use of ICG to visualize tissue perfusion in low rectal resections for cancer can lead to a reduction of AL.
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Affiliation(s)
- Vladimír Benčurik
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic. .,AGEL Research and Training Institute, Prostejov, Czech Republic.
| | - Matej Škrovina
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic.,Department of Surgery, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic.,AGEL Research and Training Institute, Prostejov, Czech Republic
| | - Lubomír Martínek
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic.,Department of Surgery, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Jiří Bartoš
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic
| | - Mária Macháčková
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic
| | - Michal Dosoudil
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic
| | - Erika Štěpánová
- Department of Surgery, Hospital Novy Jicin, Purkyňova 2138/16, Novy Jicin, 74101, Czech Republic
| | - Lenka Přibylová
- Department of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
| | - Radim Briš
- Department of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, Ostrava, Czech Republic
| | - Katherine Vomáčková
- Department of Surgery, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
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Daniel VT, Alavi K, Davids JS, Sturrock PR, Harnsberger CR, Steele SR, Maykel JA. The utility of the delphi method in defining anastomotic leak following colorectal surgery. Am J Surg 2020; 219:75-79. [DOI: 10.1016/j.amjsurg.2019.05.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 05/09/2019] [Accepted: 05/22/2019] [Indexed: 02/07/2023]
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The significance of intraoperative fluorescence angiography in miniinvasive low rectal resections. Wideochir Inne Tech Maloinwazyjne 2019; 15:43-48. [PMID: 32117485 PMCID: PMC7020717 DOI: 10.5114/wiitm.2019.84851] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 04/09/2019] [Indexed: 12/30/2022] Open
Abstract
Introduction Anastomotic leak is a very serious complication in colorectal surgery. Tissue perfusion of the anastomosis plays an integral role in its multifactorial etiology. Fluorescence angiography using indocyanine green allows visualization of perfusion in real time. Aim To evaluate the effectiveness of intraoperative fluorescence angiography as a tool to decrease the incidence of anastomotic leak after laparoscopic or robotic low resection of the rectum for cancer. Material and methods Intraoperative fluorescence angiography was performed sequentially in 50 patients during low rectal resection for cancer with total mesorectal excision, primary anastomosis and protective ileostomy using laparoscopic or robotic technique. The results were compared to a historical control group of 50 patients with the same procedure without the use of fluorescence angiography. Results The patient sets were comparable in basic demographic and clinical parameters. Intraoperative visualization of perfusion by fluorescence angiography was achieved in all patients without unwanted side-effects. In 6 (12%) patients, the resection line was adjusted based on the fluorescence angiography. The incidence of anastomotic leak was insignificantly lower in the group with fluorescence angiography (18% vs. 10%), which led to significantly shorter hospital stay. Other postoperative complications were comparable between the two groups. Conclusions Fluorescence angiography using indocyanine green is a safe and effective method with the potential of reducing anastomotic leak during minimally invasive low resection of the rectum for cancer.
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Yang Y, Chen B, Xiang L, Guo C. Reduced rate of dehiscence after implementation of a novel technique for creating colonic anastomosis in pediatric patients undergoing intestinal anastomosis in a single institute. Medicine (Baltimore) 2019; 98:e15577. [PMID: 31083235 PMCID: PMC6531251 DOI: 10.1097/md.0000000000015577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
We aimed to investigate the new continuous horizontal mattress anastomosis for pediatric patients who underwent emergency or electively laparotomy.From June 2012 to June 2017, 858 patients undergoing intestinal anastomosis were reviewed retrospectively, including 369 patients with the new continuous horizontal mattress anastomosis and 489 patients with traditional 2 layer interrupted anastomosis, served as control. Propensity score matching was performed to adjust for selected baseline variables. The primary outcome, anastomosis complications and clinical outcomes, including postoperative gastrointestinal function recovery, overall expenditure, and postoperative hospital stay were compared between the 2 groups.Patients with the new manual anastomosis had advantageous postoperative outcomes than those with the traditional 2 layer interrupted anastomosis. A mean of 11.4 minutes was required to construct the new manual single-layer anastomosis versus 18.5 minutes for the traditional anastomosis (P < .001). A reduction trend for postoperative anastomotic complications was indicated in patients receiving horizontal mattress anastomosis (odds ratio [OD] (95% confidence interval [CI]), 0.56 (0.37-0.84); P = .004), including peritonitis or abscess (OD [95% CI], 0.56 (0.32-0.98); P = .026), anastomotic leakage (OD [95% CI], 0.39 [0.12-1.27]; P = .088), and anastomotic strictures (P = .26). Mean length of stay was 10.9 ± 2.9 days for the new manual anastomosis group and 11.3 ± 3.5 days for traditional 2-layer anastomosis patients (P = .12).Beneficial effects of the new manual anastomosis were demonstrated in terms of anastomotic complications, and length of hospital stay in the pediatric patients. Furthermore, it is a novel, feasible and safe method that may simplify the surgical procedure in anastomoses.
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Affiliation(s)
- Yang Yang
- Department of Pediatric General Surgery and Liver Transplantation
| | - Bailin Chen
- Department of Pediatric General Surgery and Liver Transplantation
| | - Li Xiang
- Department of Pediatric General Surgery and Liver Transplantation
- Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital, Chongqing Medical University, Chongqing, P.R. China
| | - Chunbao Guo
- Department of Pediatric General Surgery and Liver Transplantation
- Ministry of Education Key Laboratory of Child Development and Disorders, Children's Hospital, Chongqing Medical University, Chongqing, P.R. China
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MacCallum C, Da Silva N, Gibbs P, Thomson BNJ, Skandarajah A, Hayes I. Accuracy of administrative coding data in colorectal cancer resections and short-term outcomes. ANZ J Surg 2018; 88:876-881. [DOI: 10.1111/ans.14714] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 04/14/2018] [Accepted: 04/23/2018] [Indexed: 12/28/2022]
Affiliation(s)
- Caroline MacCallum
- Colorectal Surgery Unit; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of General Surgical Specialities; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of Surgery; The University of Melbourne; Melbourne Victoria Australia
| | - Nigel Da Silva
- Colorectal Surgery Unit; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of General Surgical Specialities; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of Surgery; The University of Melbourne; Melbourne Victoria Australia
| | - Peter Gibbs
- Walter and Eliza Hall Institute of Medical Research; Melbourne Victoria Australia
- The University of Melbourne; Melbourne Victoria Australia
| | - Benjamin N. J. Thomson
- Department of General Surgical Specialities; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of Surgery; The University of Melbourne; Melbourne Victoria Australia
| | - Anita Skandarajah
- Department of General Surgical Specialities; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of Surgery; The University of Melbourne; Melbourne Victoria Australia
| | - Ian Hayes
- Colorectal Surgery Unit; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of General Surgical Specialities; The Royal Melbourne Hospital; Melbourne Victoria Australia
- Department of Surgery; The University of Melbourne; Melbourne Victoria Australia
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Risk factors for organ space infection after ileal pouch anal anastomosis for chronic ulcerative colitis: An ACS NSQIP analysis. Am J Surg 2018. [PMID: 29534812 DOI: 10.1016/j.amjsurg.2018.02.030] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Organ space infection (OSI) after ileal pouch anal anastomosis (IPAA) is a devastating complication. The aim of this was study was to determine separately risk factors for OSI after total proctocolectomy (TPC) with IPAA and completion proctectomy (CP) with IPAA. METHODS 4049 patients with a diagnosis of chronic ulcerative colitis undergoing TPC with IPAA or CP with IPAA between 2005 and 2015 were identified in the American College of Surgeons National Surgical Quality Improvement Program database. Primary outcome was an OSI within 30 days of surgery. Multivariable analyses were conducted for the development of OSI after each operation. RESULTS For TPC with IPAA, urgent surgery (OR: 2.0, p < 0.01) and obesity (OR: 1.6, p < 0.01) were independent risk factors for OSI. Operation length of 275 + minutes (versus <170 min; OR: 2.2, p = 0.02) was predictive of OSI after CP with IPAA. CONCLUSION Risk factors for OSI differed between the operations. This highlights the importance of the consideration of the physiologic status of the patient when deciding to perform TPC with IPAA or subtotal colectomy with ileostomy initially.
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van Rooijen SJ, Jongen ACHM, Wu ZQ, Ji JF, Slooter GD, Roumen RMH, Bouvy ND. Definition of colorectal anastomotic leakage: A consensus survey among Dutch and Chinese colorectal surgeons. World J Gastroenterol 2017; 23:6172-6180. [PMID: 28970733 PMCID: PMC5597509 DOI: 10.3748/wjg.v23.i33.6172] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Revised: 03/28/2017] [Accepted: 07/24/2017] [Indexed: 02/06/2023] Open
Abstract
AIM To determine the level of consensus on the definition of colorectal anastomotic leakage (CAL) among Dutch and Chinese colorectal surgeons.
METHODS Dutch and Chinese colorectal surgeons were asked to partake in an online questionnaire. Consensus in the online questionnaire was defined as > 80% agreement between respondents on various statements regarding a general definition of CAL, and regarding clinical and radiological diagnosis of the complication.
RESULTS Fifty-nine Dutch and 202 Chinese dedicated colorectal surgeons participated in the online survey. Consensus was found on only one of the proposed elements of a general definition of CAL in both countries: ‘extravasation of contrast medium after rectal enema on a CT scan’. Another two were found relevant according to Dutch surgeons: ‘necrosis of the anastomosis found during reoperation’, and ‘a radiological collection treated with percutaneous drainage’. No consensus was found for all other proposed elements that may be included in a general definition.
CONCLUSION There is no universally accepted definition of CAL in the Netherlands and China. Diagnosis of CAL based on clinical manifestations remains a point of discussion in both countries. Dutch surgeons are more likely to report ‘subclinical’ leaks as CAL, which partly explains the higher reported Dutch CAL rates.
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Affiliation(s)
- Stefanus J van Rooijen
- Department of Surgery, Máxima Medical Center, 5500 MB Veldhoven, The Netherlands
- NUTRIM School of Nutrition and Translational Research in Metabolism, 6200 MD Maastricht, The Netherlands
| | - Audrey CHM Jongen
- Department of Surgery, Maastricht University Medical Center, 6202 AZ Maastricht, The Netherlands
- NUTRIM School of Nutrition and Translational Research in Metabolism, 6200 MD Maastricht, The Netherlands
| | - Zhou-Qiao Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Ward I of Gastrointestinal Cancer Center, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Jia-Fu Ji
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Ward I of Gastrointestinal Cancer Center, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Gerrit D Slooter
- Department of Surgery, Máxima Medical Center, 5500 MB Veldhoven, The Netherlands
| | - Rudi MH Roumen
- Department of Surgery, Máxima Medical Center, 5500 MB Veldhoven, The Netherlands
| | - Nicole D Bouvy
- Department of Surgery, Maastricht University Medical Center, 6202 AZ Maastricht, The Netherlands
- NUTRIM School of Nutrition and Translational Research in Metabolism, 6200 MD Maastricht, The Netherlands
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Abstract
BACKGROUND The occurrence of anastomotic leakage (AL) after sphincter preserving anterior rectal resection in patients with rectal cancer is associated with increased morbidity and mortality. The impact of AL on long-term survival has, however, still not been sufficiently investigated and is currently the subject of controversial discussion. OBJECTIVES The aim of this study was to investigate the impact of AL on long-term survival in patients with Union of International Cancer Control (UICC) (y)0-III stage mid-to-low rectal cancer who underwent sphincter preserving rectal resection. MATERIAL AND METHODS A total of 108 patients with a mid-to-low rectal cancer (UICC stage (y)0-III) who underwent sphincter preserving surgery between January 2003 and October 2010 were identified within the institutional prospective colorectal cancer database. The impact of AL on 5-year overall (OS), cancer specific (CSS) and relapse-free survival (RFS) was investigated. RESULTS The overall leakage rate was 17.6 % (grade A 4.6 %, grade B 4.6 % and grade C 8.3 %). After a median follow-up of 70 months (range 24-123 months), patients with an anastomotic leakage had a significantly decreased 5-year OS (63.6 % versus 87.8 %, p = 0.02), CSS (72.2 % versus 93.5 %, p = 0.02) and RFS rate (61.1 % versus 84.2 %, p = 0.01). In univariable Cox regression analysis AL was associated with an unfavorable OS (hazard ratio HR 3.05, 95 % CI: 1.11-8.39, p = 0.03), CSS (HR 4.21, 95 % CI: 1.13-15.70, p = 0.03) and RFS (HR 3.02, 95 % CI: 1.20-7.58, p = 0.02). CONCLUSION In the study cohort anastomotic leakage after sphincter preserving anterior resection in patients with mid-to-low rectal cancer was associated with a significantly unfavorable impact on overall and oncological survival.
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Damle R, Alavi K. The University Healthsystem Consortium clinical database: An emerging resource in colorectal surgery research. SEMINARS IN COLON AND RECTAL SURGERY 2016. [DOI: 10.1053/j.scrs.2016.01.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Burke LMB, Bashir MR, Gardner CS, Parsee AA, Marin D, Vermess D, Bhattacharya SD, Thacker JK, Jaffe TA. Image-guided percutaneous drainage vs. surgical repair of gastrointestinal anastomotic leaks: is there a difference in hospital course or hospitalization cost? ACTA ACUST UNITED AC 2016; 40:1279-84. [PMID: 25294007 DOI: 10.1007/s00261-014-0265-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE To identify differences in hospital course and hospitalization cost when comparing image-guided percutaneous drainage with surgical repair for gastrointestinal anastomotic leaks. MATERIALS AND METHODS A retrospective IRB-approved search using key words "leak" and/or "anastomotic" was performed on all adult CT reports from 2002 to 2011. CT examinations were reviewed for evidence of a postoperative gastrointestinal leak and assigned a confidence score of 1-5 (1 = no leak, 5 = definite leak). Patients with an average confidence score <4 were excluded. Type of surgery, patient data, method of leak management, number of hospital admissions, length of hospital stay, discharge disposition, number of CT examinations, number of drains, and hospitalization costs were collected. RESULTS One hundred thirty-nine patients had radiographic evidence of a gastrointestinal anastomotic leak (esophageal, gastric, small bowel or colonic). Nine patients were excluded due to low confidence scores. Twenty-seven patients underwent surgical repair (Group A) and 103 were managed entirely with percutaneous image-guided drainage (Group B). There was no significant difference in patient demographics or number of hospital admissions. Patients in Group A had longer median hospital stays compared to Group B (48 vs. 32 days, p = 0.007). The median total hospitalization cost for Group A was more than twice that for Group B ($99,995 vs. $47,838, p = 0.001). Differences in hospital disposition, number of CT examinations, number of drains, and time between original surgery and first CT examination were statistically significant. CONCLUSION Gastrointestinal anastomotic leaks managed by percutaneous drainage are associated with lower hospital cost and shorter hospital stays compared with surgical management.
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Affiliation(s)
- Lauren M B Burke
- Department of Radiology, Duke University Medical Center, Durham, NC, 27710, USA,
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Sigsbee B, Bever CT, Jones LK. Practice improvement requires more than guidelines and quality measures. Neurology 2015; 86:188-93. [DOI: 10.1212/wnl.0000000000002116] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2015] [Accepted: 08/19/2015] [Indexed: 11/15/2022] Open
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Mungo B, Molena D, Stem M, Yang SC, Battafarano RJ, Brock MV, Lidor AO. Does neoadjuvant therapy for esophageal cancer increase postoperative morbidity or mortality? Dis Esophagus 2015; 28:644-51. [PMID: 25059343 PMCID: PMC4324382 DOI: 10.1111/dote.12251] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Neoadjuvant therapy has proven to be effective in the reduction of locoregional recurrence and mortality for esophageal cancer. However, induction treatment has been reported to be associated with increased risk of postoperative complications. We therefore compared outcomes after esophagectomy for esophageal cancer for patients who underwent neoadjuvant therapy and patients treated with surgery alone. Using the American College of Surgeons National Surgical Quality Improvement Program database (2005-2011), we identified 1939 patients who underwent esophagectomy for esophageal cancer. Seven hundred and eight (36.5%) received neoadjuvant therapy, while 1231 (63.5%) received no neoadjuvant therapy within 90 days prior to surgery. Primary outcome was 30-day mortality, and secondary outcomes included overall and serious morbidity, length of stay, and operative time. Patients who underwent neoadjuvant treatment were younger (62.3 vs. 64.7, P < 0.001), were more likely to have experienced recent weight loss (29.4% vs. 15.9%, P < 0.001), and had worse preoperative hematological cell counts (white blood cells <4.5 or >11 × 10(9) /L: 29.3% vs. 15.0%, P < 0.001; hematocrit <36%: 49.7% vs. 30.0%, P < 0.001). On unadjusted analysis, 30-day mortality, overall, and serious morbidity were comparable between the two groups, with the exception of the individual complications of venous thromboembolic events and bleeding transfusion, which were significantly lower in the surgery-only patients (5.71% vs. 8.27%, P = 0.027; 6.89% vs. 10.57%, P = 0.004; respectively). Multivariable and matched analysis confirmed that 30-day mortality, overall, and serious morbidity, as well as prolonged length of stay, were comparable between the two groups of patients. An increasing trend of preoperative neoadjuvant therapy for esophageal cancer was observed through the study years (from 29.0% in 2005-2006 to 44.0% in 2011, P < 0.001). According to our analysis, preoperative neoadjuvant therapy for esophageal cancer does not increase 30-day mortality or the overall risk of postoperative complications after esophagectomy.
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Affiliation(s)
- B. Mungo
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - D. Molena
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - M. Stem
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - S. C. Yang
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - R. J. Battafarano
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - M. V. Brock
- Division of Thoracic Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - A. O. Lidor
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Laparoscopic versus Open Surgery for Colorectal Cancer: A Retrospective Analysis of 163 Patients in a Single Institution. Minim Invasive Surg 2014; 2014:530314. [PMID: 25506425 PMCID: PMC4259079 DOI: 10.1155/2014/530314] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2014] [Revised: 10/27/2014] [Accepted: 10/28/2014] [Indexed: 01/08/2023] Open
Abstract
Background. The present study aimed to compare the clinical outcomes of laparoscopic versus open surgery for colorectal cancers.
Materials and Methods. The medical records from a total of 163 patients who underwent surgery for colorectal cancers were retrospectively
analyzed. Patient's demographic data, operative details and postoperative early outcomes, outpatient follow-up, pathologic results,
and stages of the cancer were reviewed from the database. Results. The patients who underwent laparoscopic
surgery showed significant advantages due to the minimally invasive nature of the surgery compared with those who underwent open
surgery, namely, less blood loss, faster postoperative recovery, and shorter postoperative hospital stay (P < 0.05). However, laparoscopic surgery for colorectal cancer resulted in a longer operative time compared with open surgery (P < 0.05). There were no statistically significant differences between groups for medical complications (P > 0.05). Open surgery resulted in more incisional infections and postoperative ileus compared with laparoscopic surgery (P < 0.05). There were no differences in the pathologic parameters between two groups (P < 0.05). Conclusions. These findings indicated that laparoscopic surgery for colorectal cancer had the clear advantages of a minimally invasive surgery and relative disadvantage with longer surgery time and exhibited similar pathologic parameters compared with open surgery.
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Stey AM, Ko CY, Hall BL, Louie R, Lawson EH, Gibbons MM, Zingmond DS, Russell MM. Are Procedures Codes in Claims Data a Reliable Indicator of Intraoperative Splenic Injury Compared with Clinical Registry Data? J Am Coll Surg 2014; 219:237-44.e1. [DOI: 10.1016/j.jamcollsurg.2014.02.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2013] [Revised: 02/24/2014] [Accepted: 02/25/2014] [Indexed: 11/16/2022]
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Abstract
BACKGROUND Validated risk adjustment programs do not use patient diagnosis as a potential covariate in the evaluation of organ space infections. OBJECTIVE We hypothesized that patient diagnosis is an important risk factor for organ space infection after colorectal resections. DESIGN We conducted a retrospective cohort study abstracting data from the American College of Surgeons National Surgical Quality Improvement Program from January 2005 through December 2009. PATIENTS Patients who underwent 1 of 3 types of colorectal resections (ileocolostomy, partial colectomy, and coloproctostomy) were identified by the use of Current Procedural Terminology codes. We excluded patients with concomitant formation of diverting or end stoma. OUTCOME MEASURES The primary outcome measured was organ space infection. ANALYSIS Validated risk adjustment models were used with the addition of diagnostic codes. RESULTS We identified 52,056 patients who underwent a colorectal resection of whom 1774 patients developed an organ space infection (3.4%) and 894 (50.2%) returned to the operating room for further surgery. For ileocolostomy, operations for endometriosis (OR, 7.8; 95% CI, 1.7-36.6) and intra-abdominal fistula surgery (OR, 3.0; 95% CI, 1.5-6.0) were associated with increased risk of organ space infection. For partial colectomy, operations for intra-abdominal fistula surgery (OR, 2.3; 95% CI, 1.2-4.3), IBD (OR, 2.5; 95% CI, 1.6-3.8), and bowel obstruction (OR, 1.8; 95% CI, 1.2-2.6) were associated with an increased risk of organ space infection. For coloproctostomy, operations for malignant neoplasm (OR, 2.2; 95% CI, 1.1-4.3) and diverticular bleeding (OR, 3.1; 95% CI, 1.1-9.0) were associated with an increased risk of organ space infection. LIMITATIONS This study was limited by the retrospective study design. CONCLUSIONS After adjustment for National Surgical Quality Improvement Program covariates, intra-abdominal fistula, endometriosis, and diverticular bleeding were the diagnoses associated with the highest risk of organ space infection following colorectal resections.
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