Mathematical methods for prediction of complications in early period after coronary artery bypass grafting under cardiopulmonary bypass

Semenova A.S.; Agapov V.V.; Prelatov V.A.; Zhukov A.V.

doi:https://doi.org/

Semenova A.S.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Agapov V.V.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Prelatov V.A.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Zhukov A.V.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Mathematical methods for prediction of complications in early period after coronary artery bypass grafting under cardiopulmonary bypass

Authors:

Semenova A.S., Agapov V.V., Prelatov V.A., Zhukov A.V.

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Journal: Russian Journal of Cardiology and Cardiovascular Surgery. 2013;6(5): 22‑26

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To cite this article:

Semenova AS, Agapov VV, Prelatov VA, Zhukov AV. Mathematical methods for prediction of complications in early period after coronary artery bypass grafting under cardiopulmonary bypass. Russian Journal of Cardiology and Cardiovascular Surgery. 2013;6(5):22‑26. (In Russ.)

Подписка 2026 Кардиология и сердечно-сосудистая хирургия (Russian Journal of Cardiology and Cardiovascular Surgery)

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Abstract:

Mathematical modeling system is proposed for prediction of early postoperative organ failure after coronary artery bypass grafting. Discriminant function allowing rather accurately (AUC=0,847; p=0,016) to predict early postoperative complications was worked out basing on routine clinical and laboratory values.

Keywords:

coronary artery bypass grafting

complications

prediction

mathematical model

discriminant analysis.

Authors:

Semenova A.S.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Agapov V.V.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Prelatov V.A.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

Zhukov A.V.

GUZ "Oblastnoĭ kardiokhirurgicheskiĭ tsentr" Ministerstva zdravookhraneniia Saratovskoĭ oblasti

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References:

Babaev M.A. Sindrom poliorgannoi nedostatochnosti posle serdechno-sosudistykh operatsii v usloviyakh iskusstvennogo krovoobrashcheniya: Avtoref. dis. … d-ra med. nauk. M 2011.
Bokeriya L.A., Gudkova R.G. Serdechno-sosudistaya khirurgiya - 2010. M: NTsSSKh im. A.N. Bakuleva RAMN 2011.
Rebrova O.Yu. Statisticheskii analiz meditsinskikh dannykh. Primenenie paketa prikladnykh programm. M: MediaSfera 2003.
Archbold R.A., Curzen N.P. Off-pump coronary artery bypass graft surgery: the incidence of postoperative atrial fibrillation. Heart 2003; 89: 1134-1137.
Giedrius V., Sarunas K., Alge L. Comparison of various score systems for risk stratification in heart surgery. Medicina 2003; 39: 8: 739-744.
Hammon J.W., Edmunds L.H. Extracorporeal circulation: organ damage. In: Cohn L.H., Edmunds L.H. (eds). Cardiac surgery in the adult. 2nd ed. New York: McGraw-Hill Medical Pub 2003; 361-388.
Knipp S.C., Matatko N., Wilhelm H. et al. Evaluation of brain injury after coronary artery bypass grafting. A prospective study using neuropsychological assessment and diffusion-weighted magnetic resonance imaging. Eur J Cardiothorac Surg 2004; 25: 791-800.
Machado M.N., Miranda R.C., Takakura I.T. et al. Acute kidney injury after on-pump coronary artery bypass graft surgery. Arq Bras Cardiol 2009; 93: 3: 247-252.
Miyata H., Motomura N., Murakami A. et al. Effect of benchmarking projects on outcomes of coronary artery bypass graft surgery: Challenges and prospects regarding the quality improvement initiative. J Thorac Cardiovasc Surg 2012; 143: 6: 1364-1369.
Nashef S.A., Roques F., Michel P. et al. European system for cardiac operative risk evaluation (EuroSCORE). Eur J Cardiothoracic Surg 1999; 16: 1: 9-13.
Rodrigues A.J., Evora P.R., Basseto S. et al. Risk factors for acute renal failure after heart surgery. Rev Bras Cir Cardiovasc 2009; 24: 4: 441-446.
Shahzad D.R. Pump or no pump for coronary artery bypass. Tex Heart Inst J 2005; 32: 489-501.
Stallwood M.I., Grayson A.D., Mills K. et al. Acute renal failure in coronary artery bypass surgery: independent effect of cardiopulmonary bypass. Ann Thorac Surg 2004; 77: 3: 968-972.
Wesselink R.M., de Boer A., Morshius W.J. et al. Cardio-pumonary-bypass time has important independent influence on mortality and morbidity. Eur J Cardiothorac Surg 1997; 11: 6: 1141-1145.
Wongcharoen W., Jai-Aue S., Phrommintikul A. et al. Effects of curcuminoids on frequency of acute myocardial infarction after coronary artery bypass grafting. Am J Cardiol 2012; 110: 1: 40-44.
Zangrillo A., Landoni G., Sparicio D. et al. Predictors of atrial fibrillation after off-pump coronary artery bypass graft surgery. J Cardiothorac Vasc Anesth 2004; 18: 704-708.