Pancreatectomy risk calculator: An ACS-NSQIP resource

HPB

Volumn 12, Issue 7, 2010, Pages 488-497

  Parikh, Purvi ^a   Shiloach, Mira ^b   Cohen, Mark E ^b   Bilimoria, Karl Y ^c   Ko, Clifford Y ^d   Hall, Bruce L ^e   Pitt, Henry A ^a  

^a INDIANA UNIVERSITY   (United States)

^b AMERICAN COLLEGE OF SURGEONS   (United States)

^c NORTHWESTERN UNIVERSITY   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

^e WASHINGTON UNIVERSITY   (United States)

Author keywords

ACS NSQIP; Pancreatectomy; Pancreatic resections; Risk calculator

Indexed keywords

ANTINEOPLASTIC AGENT; NARCOTIC ANALGESIC AGENT; STEROID;

ADULT; AGE DISTRIBUTION; AGED; ANESTHESIST; ARTICLE; BILE DUCT OBSTRUCTION; BLEEDING DISORDER; CALCULATOR; CANCER RADIOTHERAPY; CHRONIC PAIN; CHRONIC PANCREATITIS; CLINICAL ASSESSMENT; CLINICAL TRIAL; DYSPNEA; ENUCLEATION; ERYTHROCYTE TRANSFUSION; FEMALE; FUNCTIONAL STATUS; GENDER; HUMAN; INTRADUCTAL PAPILLARY MUCINOUS TUMOR; ISCHEMIC HEART DISEASE; MAJOR CLINICAL STUDY; MALE; MEDICAL SOCIETY; MORBIDITY; MORTALITY; MUCINOUS CARCINOMA; MULTICENTER STUDY; OBESITY; OUTCOME ASSESSMENT; PANCREAS ADENOCARCINOMA; PANCREAS RESECTION; PANCREATECTOMY RISK CALCULATOR; PANCREATICODUODENECTOMY; POSTOPERATIVE HEMORRHAGE; POSTOPERATIVE PERIOD; PREOPERATIVE EVALUATION; PROSPECTIVE STUDY; RISK ASSESSMENT; RISK FACTOR; SEPSIS; SURGICAL MORTALITY; SURGICAL RISK; TOTAL QUALITY MANAGEMENT;

EID: 77956930483     PISSN: 1365182X     EISSN: 14772574     Source Type: Journal    
DOI: 10.1111/j.1477-2574.2010.00216.x     Document Type: Article

References (38)

1. Zeigler KM, Nakeeb A, Pitt HA, Schmidt CM, Bishop SN, Moreno J et al. (2010) Pancreatic surgery: Evolution of a high volume center. Surgery (in press).
2. Teh SH, Diggs BS, Deveney CW, Sheppard BC. (2009) Patient and hospital characteristics on the variance of perioperative outcomes for pancreatic resection in the United States. Arch Surg 144:713-717.
3. Winter JM, Cameron JL, Campbell KA, Arnold MA, Chang DC, Coleman J et al. (2006) 1423 pancreaticoduodenectomies for pancreatic cancer: A single institution experience. J Gastrointestinal Surg 10:1199-1210.
4. Cameron JL, Riall TS, Coleman J, Belcher KA. (2006) One thousand consecutive pancreaticoduodenectomies. Ann Surg 244:10-15.
5. Vin Y, Sima CS, Getrajdman GI, Brown KT, Covey A, Brennan MF et al. (2008) Management and outcomes of postpancreatectomy fistula, leak and abscess: Results of 908 patients resected at a single institution between 2000 and 2005. J Am Coll Surg 207:490-498.
6. McPhee JT, Hill JS, Whalen GF, Zayaruzny M, Litwin DE, Sullivan ME et al. (2007) Perioperative mortality for pancreatectomy: A national perspective. Ann Surg 246:246-253.
7. Ghaferi AA, Birkmeyer JD, Dimick JB. (2009) Variation in hospital mortality associated with inpatient surgery. New Engl JMed 361:1368-1375.
8. Yeo CJ, Cameron JL, Sohn TA, Lillemoe KD, Pitt HA, Talamini MA et al. (1997) Six hundred fifty consecutive pancreaticoduodenectomies in the 1990s: Pathology, complications, and outcomes. Ann Surg 226:248-257.
9. Buchler MW, Friess H, Muller MW, Wheatley AM, Beger HU. (1995) Randomized trial of duodenum-preserving pancreatic head resection versus pylorus-preserving Whipple in chronic pancreatitis. Am J Surg 169:65-70.
10. Are C, Afuh C, Ravipati L, Sasson A, Ullrich F, Smith L. (2009) Preoperative nomogram to predict risk of perioperative mortality following pancreatic resections for malignancy. J Gastrointest Surg 13:2152-2162.
11. Hill JS, Zhou Z, Simons JP et al. (2010) A simple risk score to predict in-hospital mortality after pancreatic resection for cancer. Ann Surg Onc 17:1802-1807.
12. Khuri SF, Henderson WG, Daley J, Jonasson O, Jones RS, Campbell DA Jr et al. (2008) Successful implementation of the Department of Veterans Affairs National Surgical Quality Improvement Program in the private sector: The Patient Safety in Surgery Study. Ann Surg 248:329-336.
13. Khuri SF, Daley J, Henderson W, Hur K, Demakis J, Aust JB et al. (1998) The Department of Veterans Affairs' NSQIP: The first national, validated, outcome based, risk-adjusted, and peer-controlled program for the measurement and enhancement of the quality of surgical care. National VA Surgical Quality Improvement Program. Ann Surg 228:491-507.
14. Glasgow RE, Jackson HH, Neumayer L, Schifftner TL, Khuri SF, Henderson WG et al. (2007) Pancreatic resection in Veterans Affairs and selected university medical centers: Results of the patient safety in surgery study. J Am Coll Surg 204:1252-1260. (Pubitemid 46819096)
15. Pitt HA, Kilbane M, Strasberg SM, Pawlik TM, Dixon E, Zyromski NJ et al. (2009) ACS-NSQIP has the potential to create an HPB-NSQIP option. HPB (Oxford) 11:405-413.
16. Cohen ME, Bilimora KY, Ko CY, Hall BL. (2009) Development of an American College of Surgeons National Surgery Quality Improvement Program: Morbidity and mortality risk calculator for colorectal surgery. J Am Coll Surg 208:1009-1016.
17. ACS-NSQIP participant use file user's guide. https://acsnsqip.org/puf/ docs/ACS-NSQIP-Participant-User-Data-File-User-Guide.pdf [accessed on 12 April 2010].
18. ACS-NSQIP program specifics: Surgical case inclusion/exclusion overview. http://acsnsqip.org/main/program-case-inclusion-exclusion.asp [accessed on 12 April 2010].
19. ACS-NSQIP program specifics: Surgical clinical nurse reviewer training. http://acsnsqip.org/main/program-nurse-training.asp [accessed on 12 April 2010].
20. ACS-NSQIP program specfics: ACS NSQIP data; participant use data file. http://acsnsqip.org/puf/PufRequestHomepage.aspx [accessed on 12 April 2010].
21. Anderson RP, Jin R, Grunkemeier GL. (2003) Understanding logistic regression analysis in clinical reports: An introduction. Ann Thorac Surg 75:753-757.
22. Firth penalized likelihood approach described at http://support.sas.com/ documentation/cdl/en/statug/63033/HTML/default/statug-logistic- sect026.htm#statug.logistic.logisticdfirth [accessed on 12 April 2010].
23. Kramer AA, Zimmerman JE. (2007) Assessing the calibration of mortality benchmarks in critical care: The Hosmer-Lemeshow test revisited. Crit Care Med 35:2052-2056.
24. Hanley JA, McNeil BJ. (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29-36.
25. Simons JP, Shah SA, Ng SC, Whalen GF, Tseng JF. (2009) National complication rates after pancreatectomy: Beyond mere mortality. J Gastrointest Surg 13:1798-1805.
26. Song JH, Venkatesh SS, Conant EA, Arger PH, Sehgal CM. (2005) Comparative analysis of logistic regression and artificial neural network for computer-aided diagnosis of breast masses. Acad Radiol 12:487-495.
27. Sargent DJ. (2001) Comparison of artificial neural networks with other statistical approaches: Results from medical data sets. Cancer 91:1636-1642.
28. Dreiseitl S, Ohno-Machado L. (2002) Logistic regression and artificial neural network classification models: A methodology review. J Biomed Inform 35:352-359.
29. Yoldas O, Koc M, Karakose N, Kilic M, Tez M. (2008) Prediction of clinical outcomes using artificial neural networks for patients with acute biliary pancreatitis. Pancreas 36:90-92.
30. Lieberman MD, Kilburn H, Lindsey M, Brennan MF. (1995) Relation of perioperative deaths to hospital volume among patients undergoing pancreatic resection for malignancy. Ann Surg 222:638-645.
31. Fong Y, Gonen M, Rubin D, Radzyner M, Brennan MF. (2005) Long term survival is superior after resection for cancers in high-volume centers. Ann Surg 242:540-544.
32. Birkmeyer JD, Siewers AE, Finlayson EV, Stukel TA, Lucas FL, Batista I et al. (2002) Hospital volume and surgical mortality in the United States. N Engl J Med 346:1128-1137.
33. Riall TS, Nealon WH, Goodwin JS, Townsend CM Jr, Freeman JL. (2008) Outcomes following pancreatic resection: Variability among high-volume providers. Surgery 144:133-140.
34. Nathan H, Cameron JL, Choti MA, Schulick RD, Pawlik TM. (2009) The volume-outcomes effect in hepato-pancreato-biliary surgery: Hospital versus surgeon contributions and specificity of the relationship. J AmColl Surg 208:528-538.
35. Meguid RA, Ahuja N, Chang DC. (2008) What constitutes a 'high volume' hospital for pancreatic resection? J Am Coll Surg 206:622-631.
36. Schmidt CM, Powell ES, Yiannoutsos CT, Howard TJ, Wiebke EA, Wiesenauer CA et al. (2004) Pancreaticoduodenectomy: A 20-year experience in 516 patients. Arch Surg 139:718-725; discussion 725-727.
37. Rodríguez JR, Germes SS, Pandharipande PV, Gazelle GS, Thayer SP, Warshaw AL et al. (2006) Implications and cost of pancreatic leak following distal pancreatic resection. Arch Surg 141:361-365.
38. Fahy BN, Frey CF, Ho HS, Beckett L, Bold RJ. (2002) Morbidity, mortality, and technical factors of distal pancreatectomy. Am J Surg 183:237-241