Weber developed a model for predicting if a patient undergoing surgery for a head and neck cancer will require transfusion. The author is from the University of Texas M.D. Anderson Cancer Center.
TPRA = transfusion prediction and risk assessment model
Patient selection: age from 18 to 74 years
Parameters:
(1) stage of tumor
(2) type of surgery planned
(3) preoperative hemoglobin
No. |
Tumor Stage |
Surgery Planned |
Preoperative Hemoglobin |
Transfusion Rate |
---|---|---|---|---|
1 |
not T3/T4 |
no flap |
normal hemoglobin |
0.02 |
2 |
not T3/T4 |
no flap |
below normal Hgb |
0.09 |
3 |
not T3/T4 |
flap |
normal hemoglobin |
0.13 |
4 |
not T3/T4 |
flap |
below normal Hgb |
0.46 |
5 |
T3/T4 |
no flap |
normal hemoglobin |
0.04 |
6 |
T3/T4 |
no flap |
below normal Hgb |
0.18 |
7 |
T3/T4 |
flap |
normal hemoglobin |
0.25 |
8 |
T3/T4 |
flap |
below normal Hgb |
0.65 |
after Figure 2, Weber (1995), page 13
where:
• The lower limit for hemoglobin in the study was 14 g/dL for males and 12 g/dL for females.
• The lower limit for reference range for hemoglobin in g/dL by age (Tietz, page 314) are:
age |
Male |
Female |
---|---|---|
18 - 44 years |
13.2 |
11.7 |
45 - 64 years |
13.1 |
11.7 |
65 - 74 years |
12.6 |
11.7 |
Preoperative Planning
No. |
Transfusion Needs |
---|---|
1 |
transfusion unlikely (consider clot and hold) |
2 |
perform a type and screen |
3 |
perform a type and screen |
4 |
expect transfusion; perform type and crossmatch |
5 |
transfusion unlikely (consider clot and hold) |
6 |
perform a type and screen |
7 |
expect transfusion; perform type and crossmatch |
8 |
expect transfusion; perform type and crossmatch |
Prepare for Transfusion:
(1) Options: preoperative autologous blood donation and/or crossmatch
(2) If the preoperative hemoglobin is >= 11 g/dL, then autologous donation may be sufficient.
(3) If the preoperative hemoglobin is < 11 g/dL, then the patient may not be a candidate for autologous donation. A type and crossmatch is usually necessary.
Alternative Equation
Parameters:
(1) preoperative hemoglobin
(2) cancer T stage
(3) flap used or not
Parameter |
Finding |
Points |
---|---|---|
preoperative hemoglobin |
normal or above |
0 |
|
below normal |
1 |
cancer stage |
T1 or T2 |
0 |
|
T3 or T4 |
1 |
flap |
not used |
0 |
|
used |
1 |
X =
= (1.71 * (points for hemoglobin)) + (0.775 * (points for stage)) + (2.12 * (points for flap)) – 3.909
probability of transfusion =
= 1 / (1 + EXP((-1) * X))
If the risk of transfusion is low, then no blood bank orders are indicated.
If the risk of transfusion is 5 to 19%, then a type and screen is indicated.
If the risk of transfusion is >= 20% then blood should be available (either type and crossmatch or preoperative autologous blood donation).
Purpose: To predict the need for transfusion in patients having surgery for cancer of the head and neck based on preoperative findings.
Specialty: Clinical Laboratory, Surgery, general, Anesthesiology, Emergency Medicine, Critical Care
Objective: severity, prognosis, stage, complications, options, selection
ICD-10: C00-C14, C47.0, C49.0, C76.0, C77.0, C79.3, C80,