Background: The morbidity of pancreatoduodenectomy remains high and the mortality may be significantly increased in high-risk patients. However, a method to predict post-operative adverse outcomes based on readily available clinical data has not been available. Therefore, the objective was to create a 'Pancreatectomy Risk Calculator' using the American College of Surgeons-National Surgical Quality Improvement Program (ACS-NSQIP) database. Methods: The 2005-2008 ACS-NSQIP data on 7571 patients undergoing proximal (n = 4621), distal (n = 2552) or total pancreatectomy (n = 177) as well as enucleation (n = 221) were analysed. Pre-operative variables (n = 31) were assessed for prediction of post-operative mortality, serious morbidity and overall morbidity using a logistic regression model. Statistically significant variables were ranked and weighted to create a common set of predictors for risk models for all three outcomes. Results: Twenty pre-operative variables were statistically significant predictors of post-operative mortality (2.5%), serious morbidity (21%) or overall morbidity (32%). Ten out of 20 significant pre-operative variables were employed to produce the three mortality and morbidity risk models. The risk factors included age, gender, obesity, sepsis, functional status, American Society of Anesthesiologists (ASA) class, coronary heart disease, dyspnoea, bleeding disorder and extent of surgery. Conclusion: The ACS-NSQIP 'Pancreatectomy Risk Calculator' employs 10 easily assessable clinical parameters to assist patients and surgeons in making an informed decision regarding the risks and benefits of undergoing pancreatic resection. A risk calculator based on this prototype will become available in the future as on online ACS-NSQIP resource.
机构:
Univ Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Univ Nebraska Med Ctr, Dept Surg, Div Surg Oncol, Eppley Canc Ctr, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Are, Chandrakanth
Afuh, Chantal
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机构:
Univ Nebraska, Coll Med, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Afuh, Chantal
Ravipati, Lavanya
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h-index: 0
机构:
Univ Nebraska Med Ctr, Dept Pathol, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Ravipati, Lavanya
Sasson, Aaron
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h-index: 0
机构:
Univ Nebraska Med Ctr, Dept Surg, Div Surg Oncol, Eppley Canc Ctr, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Sasson, Aaron
Ullrich, Fred
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h-index: 0
机构:
Univ Nebraska Med Ctr, Coll Publ Hlth, Dept Biostat, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Ullrich, Fred
Smith, Lynette
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h-index: 0
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Univ Nebraska Med Ctr, Coll Publ Hlth, Dept Biostat, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
机构:
Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USADept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Birkmeyer, JD
Siewers, AE
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机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Siewers, AE
Finlayson, EVA
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h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Finlayson, EVA
Stukel, TA
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h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Stukel, TA
Lucas, FL
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h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Lucas, FL
Batista, I
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h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Batista, I
Welch, HG
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h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Welch, HG
Wennberg, DE
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h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
机构:
Northwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Cohen, Mark E.
Bilimoria, Karl Y.
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机构:
Northwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Northwestern Univ, Dept Surg, Feinberg Sch Med, Chicago, IL 60611 USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Bilimoria, Karl Y.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Univ Calif Los Angeles, Los Angeles, CA USA
VA Greater Angeles Healthcare Syst, Los Angeles, CA USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Ko, Clifford Y.
Hall, Bruce Lee
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, John Cochran Vet Affairs Med Ctr, St Louis, MO USA
Washington Univ, Sch Med, St Louis, MO USA
Washington Univ, Barnes Jewish Hosp, Ctr Hlth Policy, St Louis, MO USA
Washington Univ, John M Olin Sch Business, St Louis, MO 63130 USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
机构:
Univ Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Univ Nebraska Med Ctr, Dept Surg, Div Surg Oncol, Eppley Canc Ctr, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Are, Chandrakanth
Afuh, Chantal
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska, Coll Med, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Afuh, Chantal
Ravipati, Lavanya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska Med Ctr, Dept Pathol, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Ravipati, Lavanya
Sasson, Aaron
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska Med Ctr, Dept Surg, Div Surg Oncol, Eppley Canc Ctr, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Sasson, Aaron
Ullrich, Fred
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska Med Ctr, Coll Publ Hlth, Dept Biostat, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
Ullrich, Fred
Smith, Lynette
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nebraska Med Ctr, Coll Publ Hlth, Dept Biostat, Omaha, NE 68198 USAUniv Nebraska Med Ctr, Dept Surg Genet Cell Biol & Anat, Div Surg Oncol, Omaha, NE 68198 USA
机构:
Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USADept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Birkmeyer, JD
Siewers, AE
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Siewers, AE
Finlayson, EVA
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Finlayson, EVA
Stukel, TA
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Stukel, TA
Lucas, FL
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Lucas, FL
Batista, I
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Batista, I
Welch, HG
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
Welch, HG
Wennberg, DE
论文数: 0引用数: 0
h-index: 0
机构:Dept Vet Affairs Med Ctr, Vet Affairs Outcomes Grp 111B, White River Jct, VT 05009 USA
机构:
Northwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Cohen, Mark E.
Bilimoria, Karl Y.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Northwestern Univ, Dept Surg, Feinberg Sch Med, Chicago, IL 60611 USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Bilimoria, Karl Y.
Ko, Clifford Y.
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Univ Calif Los Angeles, Los Angeles, CA USA
VA Greater Angeles Healthcare Syst, Los Angeles, CA USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA
Ko, Clifford Y.
Hall, Bruce Lee
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, John Cochran Vet Affairs Med Ctr, St Louis, MO USA
Washington Univ, Sch Med, St Louis, MO USA
Washington Univ, Barnes Jewish Hosp, Ctr Hlth Policy, St Louis, MO USA
Washington Univ, John M Olin Sch Business, St Louis, MO 63130 USANorthwestern Univ, Amer Coll Surg, Div Res & Optimal Patient Care, Chicago, IL 60611 USA