Development and validation of a risk calculator for prediction of cardiac risk after surgery

Circulation

Volumn 124, Issue 4, 2011, Pages 381-387

  Gupta, Prateek K ^a   Gupta, Himani ^a   Sundaram, Abhishek ^a   Kaushik, Manu ^b   Fang, Xiang ^b   Miller, Weldon J ^c   Esterbrooks, Dennis J ^b   Hunter, Claire B ^b   Pipinos, Iraklis I ^d   Johanning, Jason M ^d   Lynch, Thomas G ^d   Forse, R Armour ^a   Mohiuddin, Syed M ^b   Mooss, Aryan N ^b  

^a CREIGHTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b CREIGHTON UNIVERSITY   (United States)

^c UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^d UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

Author keywords

assessment; cardiac arrest; myocardial infarction; perioperative period; risk

Indexed keywords

CREATININE;

ADULT; ARTICLE; CALCULATOR; CARDIOVASCULAR RISK; CONTROLLED STUDY; CREATININE BLOOD LEVEL; FEMALE; FUNCTIONAL STATUS; HEART ARREST; HEART INFARCTION; HUMAN; MAJOR CLINICAL STUDY; MALE; MULTICENTER STUDY; MULTIVARIATE LOGISTIC REGRESSION ANALYSIS; PERIOPERATIVE COMPLICATION; POSTOPERATIVE COMPLICATION; PREDICTIVE VALIDITY; PRIORITY JOURNAL; PROSPECTIVE STUDY; RECEIVER OPERATING CHARACTERISTIC; RISK ASSESSMENT; TREATMENT OUTCOME;

ADULT; AGED; ALGORITHMS; FEMALE; HEART ARREST; HUMANS; MALE; MIDDLE AGED; MODELS, CARDIOVASCULAR; MYOCARDIAL INFARCTION; PERIOPERATIVE PERIOD; POSTOPERATIVE COMPLICATIONS; RISK ASSESSMENT; ROC CURVE; SURGICAL PROCEDURES, OPERATIVE;

EID: 79961023734     PISSN: 00097322     EISSN: 15244539     Source Type: Journal    
DOI: 10.1161/CIRCULATIONAHA.110.015701     Document Type: Article

References (27)

1. Goldman L, Caldera DL, Nussbaum SR, Southwick FS, Krogstad D, Murray B, Burke DS, O'Malley TA, Goroll AH, Caplan CH, Nolan J, Carabello B, Slater EE. Multifactorial index of cardiac risk in noncardiac surgical procedures. N Engl J Med. 1977;297:845-850. (Pubitemid 8200494)
2. Ashton CM, Petersen NJ, Wray NP, Kiefe CI, Dunn JK, Wu L, Thomas JM. The incidence of perioperative myocardial infarction in men undergoing noncardiac surgery. Ann Intern Med. 1993;118:504-510. (Pubitemid 23085792)
3. Mangano DT, Browner WS, Hollenberg M, London MJ, Tubau JF, Tateo IM. Association of perioperative myocardial ischemia with cardiac morbidity and mortality in men undergoing noncardiac surgery: the Study of Perioperative Ischemia Research Group. N Engl J Med. 1990;323:1781-1788.
4. Fleisher LA, Eagle KA. Clinical practice: lowering cardiac risk in noncardiac surgery. N Engl J Med. 2001;345:1677-1682. (Pubitemid 33126824)
5. Mangano DT. Perioperative cardiac morbidity. Anesthesiology. 1990;72:153-184. (Pubitemid 20031326)
6. Ford MK, Beattie WS, Wijeysundera DN. Systematic review: prediction of perioperative cardiac complications and mortality by the revised cardiac risk index. Ann Intern Med. 2010;152:26-35.
7. Devereaux PJ, Yang H, Yusuf S, Guyatt G, Leslie K, Villar JC, Xavier D, Chrolavicius S, Greenspan L, Pogue J, Pais P, Liu L, Xu S, Malaga G, Avezum A, Chan M, Montori VM, Jacka M, Choi P. Effects of extendedrelease metoprolol succinate in patients undergoing non-cardiac surgery (POISE trial): a randomised controlled trial. Lancet. 2008;371:1839-1847.
8. Lee TH, Marcantonio ER, Mangione CM, Thomas EJ, Polanczyk CA, Cook EF, Sugarbaker DJ, Donaldson MC, Poss R, Ho KK, Ludwig LE, Pedan A, Goldman L. Derivation and prospective validation of a simple index for prediction of cardiac risk of major noncardiac surgery. Circulation. 1999;100:1043-1049. (Pubitemid 29416229)
9. Detsky AS, Abrams HB, McLaughlin JR, Drucker DJ, Sasson Z, Johnston N, Scott JG, Forbath N, Hilliard JR. Predicting cardiac complications in patients undergoing non-cardiac surgery. J Gen Intern Med. 1986;1:211-219. (Pubitemid 17134458)
10. Davenport DL, Ferraris VA, Hosokawa P, Henderson WG, Khuri SF, Mentzer RM Jr. Multivariable predictors of postoperative cardiac adverse events after general and vascular surgery: results from the Patient Safety in Surgery Study. J Am Coll Surg. 2007;204:1199-1210. (Pubitemid 46819087)
11. Cohen ME, Bilimoria KY, Ko CY, Hall BL. Development of an American College of Surgeons National Surgery Quality Improvement Program: morbidity and mortality risk calculator for colorectal surgery. J Am Coll Surg. 2009;208:1009-1016.
12. Aloia TA. Predicting adverse outcomes after complex cancer surgery. Ann Surg Oncol. 2010;17:2260-2261.
13. ACS NSQIP PUF. http://www.acsnsqip.org/puf/docs/ACS-NSQIP-Participant- User-Data-File-User-Guide.pdf. Accessed March 1, 2009.
14. Khuri SF, Daley J, Henderson W, Barbour G, Lowry P, Irvin G, Gibbs J, Grover F, Hammermeister K, Stremple JF. The National Veterans Administration Surgical Risk Study: risk adjustment for the comparative assessment of the quality of surgical care. J Am Coll Surg. 1995;180:519-531.
15. Khuri SF, Daley J, Henderson W, Hur K, Gibbs JO, Barbour G, Demakis J, Irvin G 3rd, Stremple JF, Grover F, McDonald G, Passaro E Jr, Fabri PJ, Spencer J, Hammermeister K, Aust JB. Risk adjustment of the postoperative mortality rate for the comparative assessment of the quality of surgical care: results of the National Veterans Affairs Surgical Risk Study. J Am Coll Surg. 1997;185:315-327.
16. Saklad M. Grading of patients for surgical procedures. Anesthesiology. 1941;2:281-284.
17. ACS NSQIP Semiannual Report. Chicago, IL: American College of Surgeons; 2008.
18. ACS NSQIP. http://nsqip.healthsoftonline.com/lib/Documents/Ch-4- Variables-Definitions-062810.pdf. Accessed March 21, 2010.
19. Kramer AA, Zimmerman JE. Assessing the calibration of mortality benchmarks in critical care: the Hosmer-Lemeshow test revisited. Crit Care Med. 2007;35:2052-2056. (Pubitemid 47326440)
20. Arozullah AM, Khuri SF, Henderson WG, Daley J. Development and validation of a multifactorial risk index for predicting postoperative pneumonia after major noncardiac surgery. Ann Intern Med. 2001;135:847-857. (Pubitemid 33070681)
21. Arozullah AM, Daley J, Henderson WG, Khuri SF. Multifactorial risk index for predicting postoperative respiratory failure in men after major noncardiac surgery: the National Veterans Administration Surgical Quality Improvement Program. Ann Surg. 2000;232:242-253. (Pubitemid 30616726)
22. Rogers SO Jr, Kilaru RK, Hosokawa P, Henderson WG, Zinner MJ, Khuri SF. Multivariable predictors of postoperative venous thromboembolic events after general and vascular surgery: results from the Patient Safety in Surgery Study. J Am Coll Surg. 2007;204:1211-1221. (Pubitemid 46819093)
23. Gupta PK, Franck C, Miller WJ, Gupta H, Forse RA. Development and validation of a bariatric surgery morbidity risk calculator using the prospective, multicenter NSQIP dataset. J Am Coll Surg. 2011;212:301-309.
24. Wolters U, Wolf T, Stutzer H, Schroder T. ASA classification and perioperative variables as predictors of postoperative outcome. Br J Anaesth. 1996;77:217-222. (Pubitemid 26254509)
25. Ohman EM, Granger CB, Harrington RA, Lee KL. Risk stratification and therapeutic decision making in acute coronary syndromes. JAMA. 2000;284:876-878. (Pubitemid 30643616)
26. Harrell FE Jr, Califf RM, Pryor DB, Lee KL, Rosati RA. Evaluating the yield of medical tests. JAMA. 1982;247:2543-2546. (Pubitemid 12155954)
27. Bertges DJ, Goodney PP, Zhao Y, Schanzer A, Nolan BW, Likosky DS, Eldrup-Jorgensen J, Cronenwett JL. The Vascular Study Group of New England Cardiac Risk Index (VSG-CRI) predicts cardiac complications more accurately than the Revised Cardiac Risk Index in vascular surgery patients. J Vasc Surg. 2010;52:674-683.