McHenry et al reported the Dallas Steatosis Index (DSI) to identify a patient at risk for nonalcoholic fatty liver disease (NAFLD). The authors are from Washington University and University of Texas Southwestern Medical Center.
Patient selection: adult from 18 to 65 years of age (from the Dallas Heart Study)
NAFLD: liver fat >= 5.5%, excluding greater than moderate alcohol intake
Parameters:
(1) sex
(2) age in years
(3) diabetes mellitus
(4) blood glucose in mg/dL
(5) known hypertension
(6) race or ethnicity
(7) serum triglyceride in mg/dL
(8) serum ALT in IU/L
(9) body mass index (BMI) in kg per square meter
Parameter |
Finding |
Points |
sex and age |
age >= 50 and female |
0.316 |
|
other |
0 |
known diabetes |
no |
0.02 * (blood glucose) |
|
yes |
2.4 |
known hypertension |
no |
0 |
|
yes |
0.3 |
race ot ethnicity |
Hispanic, Asian or other |
0.5 |
|
non-Hispanic white or black |
0 |
serum triglycerides |
|
LN(triglycerides) |
ALT |
< 13.5 IU/L |
0 |
|
13.5 to 19.49 IU/L |
0.4 |
|
19.5 to 40 IU/L |
1.1 |
|
> 40 IU/L |
1.5 |
BMI and race |
black and BMI < 25 |
0 |
|
black and BMI 25-27.49 |
-0.2 |
|
black and BMI 27.5-34.9 |
0.8 |
|
black and BMI 35-37.49 |
0.8 |
|
black and BMI >= 37.5 |
1.8 |
|
not black; BMI < 25 |
0 |
|
not black; BMI 25-27.49 |
0.7 |
|
not black; BMI 27.5-34.9 |
1.4 |
|
not black; BMI 35-37.49 |
1.9 |
|
not black; BMI >= 37.5 |
2.6 |
DSI probit =
= SUM(points for all of the parameters) - 9.4
probability of NAFLD =
= 1 / (1 + EXP((-1) * (DSI probit))
Performance:
• The area under the ROC curve is 0.82.
Specialty: Gastroenterology