Tiret et al studied patients having complications within 24 hours of a surgical procedure requiring anesthesia.
Patient selection:
(1) age over 40 years
(2) noncardiac surgery
Parameters used in step-up logistic regression:
(1) age of the patient
(2) ASA classification score
(3) emergency vs elective procedure
(4) major vs minor procedure
ASA Classification |
Score |
---|---|
normal, healthy |
1 |
mild systemic disease |
2 |
severe systemic disease |
3 |
incapacitating systemic disease |
4 |
moribund |
5 |
Major procedures:
(1) neurosurgery
(2) major intraperitoneal
(3) intrathoracic
(4) aortic
(5) major orthopedic
Parameter |
Finding |
Value |
---|---|---|
age of the patient in years |
|
age |
emergency surgical procedure |
no |
0 |
|
yes |
1 |
major surgical procedure |
no |
0 |
|
yes |
1 |
ASA classification score |
|
score |
risk score =
= 1000 * ((0.015 * (age in years)) + (0.7 * (value for emergency surgery)) + (1.079 * (value for major procedure)) + (1.121 * (ASA score)))
where:
• The regression coefficients are the combined subset values from Table II, page 951.
Interpretation:
• minimum score: 1,736 (age 41, ASA class 1, nonemergency, not major procedure)
• maximum score: around 8,880, depending on age
• The risk of complications increases as the risk score increases.
• Complications occurring with scores under 2,000 were most often due to errors in anesthesia or the rare occurrence of anaphylaxis to the anesthetic agent.
Cutoff Score |
Sensitivity |
Specificity |
Positive Predictive Value |
Percent of Patients |
---|---|---|---|---|
3,000 |
88% |
58% |
1% |
42% |
3,500 |
77% |
79% |
2% |
21% |
4,000 |
73% |
81% |
3% |
19% |
4,500 |
58% |
92% |
4% |
9% |
5,500 |
42% |
97% |
9% |
3% |
from Table IV, page 952
In the implementation I have used < 3,000 as low risk; > 5,000 as high risk; and 3,000-5,000 as intermediate risk groups.
Purpose: To determine the risk for complications within 24 hours after surgery and anesthesia using the equation of Tiret et al.
Specialty: Anesthesiology
Objective: risk factors, severity, prognosis, stage
ICD-10: Z48,