Pannucci et al developed a model for predicting the risk of venous thromboembolism following ventral hernia repair. This can help to identify a patient who may benefit from more aggressive management. The authors are from the University of Utah and University of Pennsylvania.
Patient selection: open ventral hernia repair
Outcome: 30-day risk for venous thromboembolism
Parameters:
(1) age in years
(2) ASA classification
(3) functional status
(4) CDC wound class
(5) body mass index (BMI, obesity)
(6) SIRS or sepsis
(7) panniculectomy
(8) open hernia repair
(9) inpatient surgery
(10) prolonged operative time
(11) gastrointestinal (GI) procedure
(12) surgery within past 30 days
Parameter |
Finding |
Points |
age in years |
< 45 years |
0 |
|
45 to 65 years |
1 |
|
> 65 years |
2 |
ASA class |
1 or 2 |
0 |
|
3 |
1 |
|
4 or 5 |
2 |
functional status |
independent |
0 |
|
partial or total dependence |
1 |
wound class |
CDC I |
0 |
|
CDC II, III, IV |
1 |
BMI |
< 35 kg per sq m |
0 |
|
>= 35 |
1 |
SIRS or sepsis |
absent |
0 |
|
present |
2 |
panniculectomy |
no |
0 |
|
yes |
1 |
open hernia repair |
no |
0 |
|
yes |
1 |
inpatient surgery |
no |
0 |
|
yes |
4 |
prolonged operative time |
no |
0 |
|
yes |
3 |
GI procedure |
no |
0 |
|
yes |
1 |
recent surgery |
no |
0 |
|
yes |
2 |
total score =
= SUM(points for all 12 parameters)
Interpretation:
• minimum score: 0
• maximum score: 21
• The higher the score the greater the risk of venous thromboembolism.
• Patients with high scores also had higher rates of 30-day morbidity and mortality.
Score |
30-Day Risk VTE |
0 |
0% |
1 to 6 |
0.1 to 0.3% |
7 or 8 |
0.5 to 0.9% |
9 |
1.4% |
10 |
2.1% |
11 |
2.8% |
12 |
3.3% |
13 to 21 |
5% |
Performance:
• The area under the ROC curve is 0.79.
Specialty: Hematology Oncology, Clinical Laboratory