TABLE 3.
Nutrients significantly associated with fibrosis progression in the validation cohort
| Univariable | Adjusteda | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Variable | β/SD | β/SD/median FIB-4 slope | SE | p | β/SD | β/SD/median FIB-4 slope | SE | p | p Benjamini–Hochberg |
| Diabetes mellitus | 0.006 | 0.184 | 0.001 | <0.0001 | 0.005 | 0.171 | 0.001 | <0.0001 | |
| Nitrate/vitamin K | −0.002 | −0.072 | 0.001 | 0.0001 | −0.002 | −0.069 | 0.001 | 0.0001 | 0.005 |
| Caffeine | −0.002 | −0.067 | 0.001 | 0.0001 | −0.002 | −0.064 | 0.001 | 0.0002 | 0.005 |
| Betaine | −0.002 | −0.069 | 0.001 | 0.0001 | −0.002 | −0.064 | 0.001 | 0.0003 | 0.005 |
| Total amino acids | −0.002 | −0.058 | 0.001 | 0.001 | −0.002 | −0.059 | 0.001 | 0.001 | 0.010 |
| Iron (non-heme) | 0.002 | 0.062 | 0.001 | 0.0004 | 0.002 | 0.049 | 0.001 | 0.006 | 0.052 |
| Beta carotene | −0.001 | −0.037 | 0.001 | 0.037 | −0.001 | −0.042 | 0.001 | 0.018 | 0.129 |
| Total B vitamins | 0.002 | 0.050 | 0.001 | 0.005 | 0.001 | 0.041 | 0.001 | 0.020 | 0.129 |
| Total flavanones | 0.001 | 0.044 | 0.001 | 0.015 | 0.001 | 0.038 | 0.001 | 0.035 | 0.202 |
| Iron (heme) | −0.001 | −0.038 | 0.001 | 0.033 | −0.001 | −0.036 | 0.001 | 0.045 | 0.228 |
Note: Other nutrients suggested by Elastic Net but not validated include total furocoumarin, sucrose, alcohol, matairesinol, potassium, acrylamide, calcium, fructose+glucose, total flavanols, zinc, aspartame, vitamin D, copper, total cis-polyunsaturated fatty acids, AOAC fiber+phytosterols, total isoflavones, vitamin C, phosphorus, starch, manganese, total cis-monounsaturated fatty acids, total anthocyanidins, coumestrol, cholesterol, gluten, lycopene, total flavones, sodium, total tocopherols, total theaflavin and polymers proanthocyanidins, magnesium, alpha carotene, maltose, total saturated+unsaturated+conjugated linoleic fatty acids, vitamin E, and retinol activity equivalents.
Bold value are statistically significant P < 0.05.
Model adjusted for race/ethnicity, BMI class, number of metabolic syndrome risk factors, diabetes mellitus, AUDIT-C baseline, total bilirubin, AST, ALP, and baseline FIB-4.
Abbreviations: AUDIT-C, Alcohol Use Disorders Identification Test; BMI, body mass index; FIB-4, fibrosis-4.