The ASOS Surgical Risk Calculator: development and validation of a tool for identifying African surgical patients at risk of severe postoperative complications

被引:34
|
作者
Kluyts, H-L [1 ]
le Manach, Y. [2 ,3 ,4 ]
Munlemvo, D. M. [5 ]
Madzimbamuto, F. [6 ]
Basenero, A. [7 ]
Coulibaly, Y. [8 ]
Rakotoarison, S.
Gobin, V [9 ]
Samateh, A. L. [10 ]
Chaibou, M. S. [11 ]
Omigbodun, A. O. [12 ]
Amanor-Boadu, S. D. [13 ]
Tumukunde, J. [14 ]
Madiba, T. E. [15 ]
Pearse, R. M. [16 ]
Biccard, B. M. [17 ]
机构
[1] Sefako Makgatho Hlth Sci Univ, Dept Anaesthesiol, Pretoria, Gauteng, South Africa
[2] McMaster Univ, Fac Hlth Sci, Michael DeGroote Sch Med, Dept Anesthesia, Hamilton, ON, Canada
[3] Populat Hlth Res Inst, David Braley Cardiac Vasc & Stroke Res Inst, Perioperat Med & Surg Res Unit, Hamilton, ON, Canada
[4] McMaster Univ, Fac Hlth Sci, Michael DeGroote Sch Med, Dept Clin Epidemiol & Biostat, Hamilton, ON, Canada
[5] Univ Hosp Kinshasa, Kinshasa, DEM REP CONGO
[6] Univ Zimbabwe, Coll Hlth Sci, Dept Anaesthesia & Crit Care Med, Harare, Zimbabwe
[7] Minist Hlth & Social Serv Namibia, Windhoek, Namibia
[8] Fac Med Bamako, Bamako, Mali
[9] Jawaharlal Nehru Hosp, Minist Hlth & Qual Life, Rose Belle, Grand Port, Mauritius
[10] Edward Francis Small Teaching Hosp, Dept Surg, Banjul, Gambia
[11] Natl Hosp Niamey, Dept Anesthesiol Intens Care & Emergency, Niamey, Niger
[12] Univ Ibadan, Coll Med, Dept Obstet & Gynaecol, Ibadan, Oyo State, Nigeria
[13] Univ Coll Hosp, Dept Anaesthesia, Ibadan, Oyo State, Nigeria
[14] Makerere Univ, Kampala, Uganda
[15] Univ KwaZulu Natal, Dept Surg, Durban, Kwazulu Natal, South Africa
[16] Queen Mary Univ London, Intens Care Med, London, England
[17] Univ Cape Town, Fac Hlth Sci, Groote Schuur Hosp, Dept Anaesthesia & Perioperat Med, Observatory, Western Cape, South Africa
基金
英国医学研究理事会;
关键词
mortality; preoperative; risk assessment; risk stratification; surgery; DERIVATION; OUTCOMES; COHORT; SCORE; SORT;
D O I
10.1016/j.bja.2018.08.005
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Background: The African Surgical Outcomes Study (ASOS) showed that surgical patients in Africa have a mortality twice the global average. Existing risk assessment tools are not valid for use in this population because the pattern of risk for poor outcomes differs from high-income countries. The objective of this study was to derive and validate a simple, preoperative risk stratification tool to identify African surgical patients at risk for in-hospital postoperative mortality and severe complications. Methods: ASOS was a 7-day prospective cohort study of adult patients undergoing surgery in Africa. The ASOS Surgical Risk Calculator was constructed with a multivariable logistic regression model for the outcome of in-hospital mortality and severe postoperative complications. The following preoperative risk factors were entered into the model; age, sex, smoking status, ASA physical status, preoperative chronic comorbid conditions, indication for surgery, urgency, severity, and type of surgery. Results: The model was derived from 8799 patients from 168 African hospitals. The composite outcome of severe postoperative complications and death occurred in 423/8799 (4.8%) patients. The ASOS Surgical Risk Calculator includes the following risk factors: age, ASA physical status, indication for surgery, urgency, severity, and type of surgery. The model showed good discrimination with an area under the receiver operating characteristic curve of 0.805 and good calibration with c-statistic corrected for optimism of 0.784. Conclusions: This simple preoperative risk calculator could be used to identify high-risk surgical patients in African hospitals and facilitate increased postoperative surveillance.
引用
收藏
页码:1357 / 1363
页数:7
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