Jeffrey Phillip Jacobs1, Sean M O'Brien2, Sara K Pasquali3, Sunghee Kim2, J William Gaynor4, Christo Ivanov Tchervenkov5, Tara Karamlou6, Karl F Welke7, Francois Lacour-Gayet8, Constantine Mavroudis9, John E Mayer10, Richard A Jonas11, Fred H Edwards12, Frederick L Grover13, David M Shahian14, Marshall Lewis Jacobs9. 1. Johns Hopkins All Children's Heart Institute, Saint Petersburg, Florida; Division of Cardiac Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland. Electronic address: jeffjacobs@msn.com. 2. Duke Clinical Research Institute, Duke University School of Medicine, Durham, North Carolina. 3. Department of Pediatrics and Communicable Diseases, C. S. Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan. 4. Children's Hospital of Philadelphia, Philadelphia, Pennsylvania. 5. Division of Pediatric Cardiac Surgery, Benioff Children's Hospital, University of California San Francisco, San Francisco, California. 6. Montreal Children's Hospital, McGill University, Montreal, Quebec, Canada. 7. Children's Hospital of Illinois, Peoria, Illinois. 8. Royal Brompton Hospital, London, United Kingdom. 9. Division of Cardiac Surgery, Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland. 10. Children's Hospital Boston, Harvard University Medical School, Boston, Massachusetts. 11. Children's National Heart Institute, Children's National Medical Center, Washington, DC. 12. Shands Jacksonville, University of Florida, College of Medicine-Jacksonville, Jacksonville, Florida. 13. University of Colorado Denver, School of Medicine, Aurora, Colorado. 14. Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Abstract
BACKGROUND: The most common forms of risk adjustment for pediatric and congenital heart surgery used today are based mainly on the estimated risk of mortality of the primary procedure of the operation. The goals of this analysis were to assess the association of patient-specific preoperative factors with mortality and to determine which of these preoperative factors to include in future pediatric and congenital cardiac surgical risk models. METHODS: All index cardiac operations in The Society of Thoracic Surgeons Congenital Heart Surgery Database (STS-CHSD) during 2010 through 2012 were eligible for inclusion. Patients weighing less than 2.5 kg undergoing patent ductus arteriosus closure were excluded. Centers with more than 10% missing data and patients with missing data for discharge mortality or other key variables were excluded. Rates of discharge mortality for patients with or without specific preoperative factors were assessed across age groups and were compared using Fisher's exact test. RESULTS: In all, 25,476 operations were included (overall discharge mortality 3.7%, n=943). The prevalence of common preoperative factors and their associations with discharge mortality were determined. Associations of the following preoperative factors with discharge mortality were all highly significant (p<0.0001) for neonates, infants, and children: mechanical circulatory support, renal dysfunction, shock, and mechanical ventilation. CONCLUSIONS: Current STS-CHSD risk adjustment is based on estimated risk of mortality of the primary procedure of the operation as well as age, weight, and prematurity. The inclusion of additional patient-specific preoperative factors in risk models for pediatric and congenital cardiac surgery could lead to increased precision in predicting risk of operative mortality and comparison of observed to expected outcomes.
BACKGROUND: The most common forms of risk adjustment for pediatric and congenital heart surgery used today are based mainly on the estimated risk of mortality of the primary procedure of the operation. The goals of this analysis were to assess the association of patient-specific preoperative factors with mortality and to determine which of these preoperative factors to include in future pediatric and congenital cardiac surgical risk models. METHODS: All index cardiac operations in The Society of Thoracic Surgeons Congenital Heart Surgery Database (STS-CHSD) during 2010 through 2012 were eligible for inclusion. Patients weighing less than 2.5 kg undergoing patent ductus arteriosus closure were excluded. Centers with more than 10% missing data and patients with missing data for discharge mortality or other key variables were excluded. Rates of discharge mortality for patients with or without specific preoperative factors were assessed across age groups and were compared using Fisher's exact test. RESULTS: In all, 25,476 operations were included (overall discharge mortality 3.7%, n=943). The prevalence of common preoperative factors and their associations with discharge mortality were determined. Associations of the following preoperative factors with discharge mortality were all highly significant (p<0.0001) for neonates, infants, and children: mechanical circulatory support, renal dysfunction, shock, and mechanical ventilation. CONCLUSIONS: Current STS-CHSD risk adjustment is based on estimated risk of mortality of the primary procedure of the operation as well as age, weight, and prematurity. The inclusion of additional patient-specific preoperative factors in risk models for pediatric and congenital cardiac surgery could lead to increased precision in predicting risk of operative mortality and comparison of observed to expected outcomes.
Authors: Jeffrey Phillip Jacobs; Francois G Lacour-Gayet; Marshall Lewis Jacobs; David Robinson Clarke; Christo I Tchervenkov; J William Gaynor; Thomas L Spray; Bohdan Maruszewski; Giovanni Stellin; Jay Gould; Rachel S Dokholyan; Eric D Peterson; Martin J Elliott; Constantine Mavroudis Journal: Ann Thorac Surg Date: 2005-05 Impact factor: 4.330
Authors: Rachel S Dokholyan; Lawrence H Muhlbaier; John M Falletta; Jeffrey P Jacobs; David Shahian; Constance K Haan; Eric D Peterson Journal: Am Heart J Date: 2009-06 Impact factor: 4.749
Authors: Jeffrey Phillip Jacobs; Marshall Lewis Jacobs; Erle H Austin; Constantine Mavroudis; Sara K Pasquali; Francois G Lacour-Gayet; Christo I Tchervenkov; Hal Walters; Emile A Bacha; Pedro J Del Nido; Charles D Fraser; J William Gaynor; Jennifer C Hirsch; David L S Morales; Kamal K Pourmoghadam; James S Tweddell; Richard L Prager; John E Mayer Journal: World J Pediatr Congenit Heart Surg Date: 2012-01-01
Authors: Jeffrey Phillip Jacobs; Sean M O'Brien; Sara K Pasquali; Marshall Lewis Jacobs; Francois G Lacour-Gayet; Christo I Tchervenkov; Erle H Austin; Christian Pizarro; Kamal K Pourmoghadam; Frank G Scholl; Karl F Welke; Constantine Mavroudis Journal: Ann Thorac Surg Date: 2011-12 Impact factor: 4.330
Authors: David M Shahian; Fred H Edwards; Jeffrey P Jacobs; Richard L Prager; Sharon-Lise T Normand; Cynthia M Shewan; Sean M O'Brien; Eric D Peterson; Frederick L Grover Journal: Ann Thorac Surg Date: 2011-09 Impact factor: 4.330
Authors: David M Shahian; Fred H Edwards; Jeffrey P Jacobs; Richard L Prager; Sharon-Lise T Normand; Cynthia M Shewan; Sean M O'Brien; Eric D Peterson; Frederick L Grover Journal: Ann Thorac Surg Date: 2011-09 Impact factor: 4.330
Authors: Jeffrey Phillip Jacobs; Sean M O'Brien; Sara K Pasquali; Marshall Lewis Jacobs; François G Lacour-Gayet; Christo I Tchervenkov; Erle H Austin; Christian Pizarro; Kamal K Pourmoghadam; Frank G Scholl; Karl F Welke; J William Gaynor; David R Clarke; John E Mayer; Constantine Mavroudis Journal: Ann Thorac Surg Date: 2012-06-15 Impact factor: 4.330
Authors: Sean M O'Brien; David R Clarke; Jeffrey P Jacobs; Marshall L Jacobs; Francois G Lacour-Gayet; Christian Pizarro; Karl F Welke; Bohdan Maruszewski; Zdzislaw Tobota; Weldon J Miller; Leslie Hamilton; Eric D Peterson; Constantine Mavroudis; Fred H Edwards Journal: J Thorac Cardiovasc Surg Date: 2009-11 Impact factor: 5.209
Authors: Marshall L Jacobs; Sean M O'Brien; Jeffrey P Jacobs; Constantine Mavroudis; Francois Lacour-Gayet; Sara K Pasquali; Karl Welke; Christian Pizarro; Felix Tsai; David R Clarke Journal: J Thorac Cardiovasc Surg Date: 2012-07-24 Impact factor: 5.209
Authors: David R Clarke; Linda S Breen; Marshall L Jacobs; Rodney C G Franklin; Zdzislaw Tobota; Bohdan Maruszewski; Jeffrey P Jacobs Journal: Cardiol Young Date: 2008-12 Impact factor: 1.093
Authors: Logan G Spector; Jeremiah S Menk; Jessica H Knight; Courtney McCracken; Amanda S Thomas; Jeffrey M Vinocur; Matthew E Oster; James D St Louis; James H Moller; Lazaros Kochilas Journal: J Am Coll Cardiol Date: 2018-05-29 Impact factor: 24.094
Authors: Marcela Silva Oliveira; Fabio Carmona; Walter V A Vicente; Paulo H Manso; Karina M Mata; Mara Rúbia Celes; Erica C Campos; Simone G Ramos Journal: Pediatr Cardiol Date: 2017-02-18 Impact factor: 1.655
Authors: Michael D Quartermain; Kevin D Hill; David J Goldberg; Jeffrey P Jacobs; Marshall L Jacobs; Sara K Pasquali; George R Verghese; Amelia S Wallace; Ross M Ungerleider Journal: Pediatr Cardiol Date: 2018-10-19 Impact factor: 1.655
Authors: Jeffrey P Jacobs; Sean M O'Brien; Sara K Pasquali; J William Gaynor; John E Mayer; Tara Karamlou; Karl F Welke; Giovanni Filardo; Jane M Han; Sunghee Kim; James A Quintessenza; Christian Pizarro; Christo I Tchervenkov; Francois Lacour-Gayet; Constantine Mavroudis; Carl L Backer; Erle H Austin; Charles D Fraser; James S Tweddell; Richard A Jonas; Fred H Edwards; Frederick L Grover; Richard L Prager; David M Shahian; Marshall L Jacobs Journal: Ann Thorac Surg Date: 2015-08-03 Impact factor: 4.330
Authors: Sara K Pasquali; Marshall L Jacobs; Sean M O'Brien; Xia He; J William Gaynor; Michael G Gaies; Eric D Peterson; Jennifer C Hirsch-Romano; John E Mayer; Jeffrey P Jacobs Journal: Ann Thorac Surg Date: 2015-08-03 Impact factor: 4.330
Authors: Sean M O'Brien; Jeffrey P Jacobs; Sara K Pasquali; J William Gaynor; Tara Karamlou; Karl F Welke; Giovanni Filardo; Jane M Han; Sunghee Kim; David M Shahian; Marshall L Jacobs Journal: Ann Thorac Surg Date: 2015-08-03 Impact factor: 4.330
Authors: Elizabeth C Ciociola; Karan R Kumar; Kanecia O Zimmerman; Elizabeth J Thompson; Melissa Harward; Laura N Sullivan; Joseph W Turek; Christoph P Hornik Journal: Cardiol Young Date: 2019-11-27 Impact factor: 1.093
Authors: John T Berger; Richard Holubkov; Ron Reeder; David L Wessel; Kathleen Meert; Robert A Berg; Michael J Bell; Robert Tamburro; J Michael Dean; Murray M Pollack Journal: J Thorac Cardiovasc Surg Date: 2017-02-10 Impact factor: 5.209