Marshall L Jacobs1, Sean M O'Brien2, Jeffrey P Jacobs3, Constantine Mavroudis4, Francois Lacour-Gayet5, Sara K Pasquali6, Karl Welke7, Christian Pizarro8, Felix Tsai9, David R Clarke10. 1. Department of Pediatric and Congenital Heart Surgery, Cleveland Clinic, Cleveland, Ohio. Electronic address: marshall.jacobs@comcast.net. 2. Department of Biostatistics, Duke University School of Medicine and Duke Clinical Research Institute, Duke University Medical Center, Durham, NC. 3. The Congenital Heart Institute of Florida, All Children's Hospital and Children's Hospital of Tampa, Cardiac Surgical Associates of Florida, University of South Florida College of Medicine, St Petersburg and Tampa, Fla. 4. Congenital Heart Institute, Florida Hospital for Children, Orlando, Fla. 5. Pediatric Cardiac Surgery Department, Montefiore Children's Hospital, Montefiore Medical Center, New York, NY. 6. Department of Pediatrics, Duke University School of Medicine and Duke Clinical Research Institute, Duke University Medical Center, Durham, NC. 7. Cardiothoracic Surgery, Seattle Children's Hospital, Seattle, Wash. 8. Nemours Cardiac Center, Wilmington, Del. 9. Cardiac Surgery, Children's Hospital of the King's Daughters, Norfolk, Va. 10. Department of Cardiothoracic Surgery, The Children's Hospital, Aurora, Colo.
Abstract
OBJECTIVE: Congenital heart surgery outcomes analysis requires reliable methods of estimating the risk of adverse outcomes. Contemporary methods focus primarily on mortality or rely on expert opinion to estimate morbidity associated with different procedures. We created an objective, empirically based index that reflects statistically estimated risk of morbidity by procedure. METHODS: Morbidity risk was estimated using data from 62,851 operations in the Society of Thoracic Surgeons Congenital Heart Surgery Database (2002-2008). Model-based estimates with 95% Bayesian credible intervals were calculated for each procedure's average risk of major complications and average postoperative length of stay. These 2 measures were combined into a composite morbidity score. A total of 140 procedures were assigned scores ranging from 0.1 to 5.0 and sorted into 5 relatively homogeneous categories. RESULTS: Model-estimated risk of major complications ranged from 1.0% for simple procedures to 38.2% for truncus arteriosus with interrupted aortic arch repair. Procedure-specific estimates of average postoperative length of stay ranged from 2.9 days for simple procedures to 42.6 days for a combined atrial switch and Rastelli operation. Spearman rank correlation between raw rates of major complication and average postoperative length of stay was 0.82 in procedures with n greater than 200. Rate of major complications ranged from 3.2% in category 1 to 30.0% in category 5. Aggregate average postoperative length of stay ranged from 6.3 days in category 1 to 34.0 days in category 5. CONCLUSIONS: Complication rates and postoperative length of stay provide related but not redundant information about morbidity. The Morbidity Scores and Categories provide an objective assessment of risk associated with operations for congenital heart disease, which should facilitate comparison of outcomes across cohorts with differing case mixes.
OBJECTIVE: Congenital heart surgery outcomes analysis requires reliable methods of estimating the risk of adverse outcomes. Contemporary methods focus primarily on mortality or rely on expert opinion to estimate morbidity associated with different procedures. We created an objective, empirically based index that reflects statistically estimated risk of morbidity by procedure. METHODS: Morbidity risk was estimated using data from 62,851 operations in the Society of Thoracic Surgeons Congenital Heart Surgery Database (2002-2008). Model-based estimates with 95% Bayesian credible intervals were calculated for each procedure's average risk of major complications and average postoperative length of stay. These 2 measures were combined into a composite morbidity score. A total of 140 procedures were assigned scores ranging from 0.1 to 5.0 and sorted into 5 relatively homogeneous categories. RESULTS: Model-estimated risk of major complications ranged from 1.0% for simple procedures to 38.2% for truncus arteriosus with interrupted aortic arch repair. Procedure-specific estimates of average postoperative length of stay ranged from 2.9 days for simple procedures to 42.6 days for a combined atrial switch and Rastelli operation. Spearman rank correlation between raw rates of major complication and average postoperative length of stay was 0.82 in procedures with n greater than 200. Rate of major complications ranged from 3.2% in category 1 to 30.0% in category 5. Aggregate average postoperative length of stay ranged from 6.3 days in category 1 to 34.0 days in category 5. CONCLUSIONS: Complication rates and postoperative length of stay provide related but not redundant information about morbidity. The Morbidity Scores and Categories provide an objective assessment of risk associated with operations for congenital heart disease, which should facilitate comparison of outcomes across cohorts with differing case mixes.
Authors: Jeffrey Phillip Jacobs; Constantine Mavroudis; Marshall Lewis Jacobs; Bohdan Maruszewski; Christo I Tchervenkov; François G Lacour-Gayet; David Robinson Clarke; Thomas Yeh; Henry L Walters; Hiromi Kurosawa; Giovanni Stellin; Tjark Ebels; Martin J Elliott Journal: Ann Thorac Surg Date: 2006-05 Impact factor: 4.330
Authors: F Lacour-Gayet; D Clarke; J Jacobs; J Comas; S Daebritz; W Daenen; W Gaynor; L Hamilton; M Jacobs; B Maruszsewski; M Pozzi; T Spray; G Stellin; C Tchervenkov; C Mavroudis And Journal: Eur J Cardiothorac Surg Date: 2004-06 Impact factor: 4.191
Authors: Ignacio Ferreira-González; Gaietà Permanyer-Miralda; Jason W Busse; Dianne M Bryant; Victor M Montori; Pablo Alonso-Coello; Stephen D Walter; Gordon H Guyatt Journal: J Clin Epidemiol Date: 2007-02-23 Impact factor: 6.437
Authors: Sara K Pasquali; Jennifer S Li; Danielle S Burstein; Shubin Sheng; Sean M O'Brien; Marshall L Jacobs; Robert D B Jaquiss; Eric D Peterson; J William Gaynor; Jeffrey P Jacobs Journal: Pediatrics Date: 2012-01-09 Impact factor: 7.124
Authors: Jeffrey H Silber; Patrick S Romano; Amy K Rosen; Yanli Wang; Orit Even-Shoshan; Kevin G Volpp Journal: Med Care Date: 2007-10 Impact factor: 2.983
Authors: Marshall Lewis Jacobs; Jeffrey Phillip Jacobs; Rodney C G Franklin; Constantine Mavroudis; Francois Lacour-Gayet; Christo I Tchervenkov; Hal Walters; Emile A Bacha; David Robinson Clarke; J William Gaynor; Thomas L Spray; Giovanni Stellin; Tjark Ebels; Bohdan Maruszewski; Zdzislaw Tobota; Hiromi Kurosawa; Martin Elliott Journal: Cardiol Young Date: 2008-12 Impact factor: 1.093
Authors: Constantine Mavroudis; Constantine D Mavroudis; Jeffrey P Jacobs; Allison Siegel; Sara K Pasquali; Kevin D Hill; Marshall L Jacobs Journal: Ann Thorac Surg Date: 2014-03-27 Impact factor: 4.330
Authors: Brett R Anderson; Amelia S Wallace; Kevin D Hill; Brian C Gulack; Roland Matsouaka; Jeffrey P Jacobs; Emile A Bacha; Sherry A Glied; Marshall L Jacobs Journal: Circ Cardiovasc Qual Outcomes Date: 2017-07
Authors: Tara Karamlou; David Overman; Kevin D Hill; Amelia Wallace; Sara K Pasquali; Jeffrey P Jacobs; Marshall L Jacobs; Christopher A Caldarone Journal: J Thorac Cardiovasc Surg Date: 2014-08-14 Impact factor: 5.209
Authors: Jeffrey Phillip Jacobs; Sean M O'Brien; Sara K Pasquali; Sunghee Kim; J William Gaynor; Christo Ivanov Tchervenkov; Tara Karamlou; Karl F Welke; Francois Lacour-Gayet; Constantine Mavroudis; John E Mayer; Richard A Jonas; Fred H Edwards; Frederick L Grover; David M Shahian; Marshall Lewis Jacobs Journal: Ann Thorac Surg Date: 2014-09-26 Impact factor: 4.330
Authors: Sara K Pasquali; Marshall L Jacobs; Xia He; Samir S Shah; Eric D Peterson; Matthew Hall; J William Gaynor; Kevin D Hill; John E Mayer; Jeffrey P Jacobs; Jennifer S Li Journal: Pediatrics Date: 2014-02-24 Impact factor: 7.124
Authors: Dylan Thibault; Amelia S Wallace; Marshall L Jacobs; Christoph P Hornik; John M Costello; Gregory F Fleming; Jeffrey P Jacobs; Robert D B Jaquiss; Bryan H Goldstein; Reid C Chamberlain; Kevin D Hill Journal: Circ Cardiovasc Interv Date: 2019-06-04 Impact factor: 6.546
Authors: Michael L O'Byrne; Laura Mercer-Rosa; Huaqing Zhao; Xuemei Zhang; Wei Yang; Amy Cassedy; Mark A Fogel; Jack Rychik; Ronn E Tanel; Bradley S Marino; Stephen Paridon; Elizabeth Goldmuntz Journal: Am Heart J Date: 2013-07-16 Impact factor: 4.749
Authors: James D St Louis; Upinder Jodhka; Jeffrey P Jacobs; Xia He; Kevin D Hill; Sara K Pasquali; Marshall L Jacobs Journal: J Thorac Cardiovasc Surg Date: 2014-07-21 Impact factor: 5.209
Authors: David K Werho; Sara K Pasquali; Sunkyung Yu; Janet Donohue; Gail M Annich; Ravi R Thiagarajan; Jennifer C Hirsch-Romano; Michael Gaies Journal: Ann Thorac Surg Date: 2015-08-20 Impact factor: 4.330