H. Muller et al., Serum cholesterol predictive equations with special emphasis on trans and saturated fatty acids. An analysis from designed controlled studies, LIPIDS, 36(8), 2001, pp. 783-791
The effects of dietary trans fatty acids on serum total and low density lip
oprotein (LDL) cholesterol have been evaluated by incorporating trans fatty
acids into predictive equations and comparing their effects with the effec
ts of the individual saturated fatty acids 12:0, 14:0, and 16:0. Trans fatt
y acids from partially hydrogenated soybean oil (TRANS V) and fish oil (TRA
NS F) were included in previously published equations by constrained regres
sion analysis, allowing slight adjustments of existing coefficients. Prior
knowledge about the signs and ordering of the regression coefficients was e
xplicitly incorporated into the regression modeling by adding lower and upp
er bounds to the coefficients. The amounts of oleic acid (18:1) and polyuns
aturated fatty acids (18:2, 18:3) were not sufficiently varied in the studi
es, and the respective regression coefficients were therefore set equal to
those found by Yu et al. [Yu, S., Derr, J., Etherton, T.D., and Kris-Ethert
on, P.M. (1995) Plasma Cholesterol-Predictive Equations Demonstrate That St
earic Acid Is Neutral and Monounsaturated Fatty Acids Are Hypocholesterolem
ic, Am. J. Clin. Nutr. 61, 1129-1139]. Stearic acid (18:0), considered to b
e neutral, was not included in the equations. The regression analyses were
based on results from four controlled dietary studies with a total of 95 pa
rticipants and including 10 diets differing in fatty acid composition and w
ith 30-38% of energy (E%) as fat. The analyses resulted in the following eq
uations, where the change in cholesterol is expressed in mmol/L and the cha
nge in intake of fatty acids is expressed in E%: A Total cholesterol = 0.01
Delta (12:0) + 0.12 Delta (14:0) + 0.05 7 Delta (16:0) + 0.039 Delta (TRAN
S F) + 0.031 Delta (TRANS V) - 0.0044 Delta (18:1) - 0.017 Delta (18:2,18:3
) and Delta LDL cholesterol = 0.01 Delta (12:0) + 0.071 Delta (14:0) + 0.04
7 Delta (16:0) + 0.043 Delta (TRANS F) + 0.025 Delta (TRANS V) - 0.0044 Del
ta (18:1) - 0.017 Delta (18:2,18:3). The regression analyses confirm previo
us findings that 14:0 is the most hypercholesterolemic fatty acid and indic
ate that trans fatty acids are less hypercholesterolemic than the saturated
fatty acids 14:0 and 16:0. TRANS F may be slightly more hypercholesterolem
ic than TRANS V or there may be other hypercholesterolemic fatty acids in p
artially hydrogenated fish oil than those included in the equations. The te
st set used for validation consisted of 22 data points from seven recently
published dietary studies. The equation for total cholesterol showed good p
rediction ability with a correlation coefficient of 0.981 between observed
and predicted values. The equation has been used by the Norwegian food indu
stry in reformulating margarines into more healthful products with reduced
content of cholesterol-raising fatty acids.