Effect of apoE phenotype on the candidates of redox-IDX-apoE
We evaluated the effect of the apoE phenotype, namely the number of Cys residues per two apoE molecules, on various candidates of redox-IDX-apoE (Table 1). The roxi-apoE concentrations in serum with apoE2/E3 were significantly higher than those with apoE3/E3 or apoE3/E4 (p<0.001), while the oxi-apoE concentrations in serum with apoE3/E4 were significantly lower than those in serum with apoE3/E3 (p<0.001). However, it was not certain whether these differences were due to only the number of Cys residues in apoE since total-apoE concentration itself, although not statistically significant, was different among phenotype groups. Hence, we narrowed down the candidates of redox-IDX-apoE to the redox ratios of apoE, calculated from concentrations of total-, red-, roxi-, and oxi-apoE and assessed the effect of the number of Cys residues in apoE on these ratios. Serum results with apoE2/E4 were excluded from this evaluation because the sample size was small. Roxi/total, roxi/oxi, and [red+roxi]/oxi were clearly proportional to the number of Cys residues in apoE and varied in the order E2/E3>E3/E3>E3/E4 (Fig. 1A, B, C). Roxi/total, roxi/oxi, and [red+roxi]/oxi in the serum with apoE2/E3 were approximately 1.5-fold (p<0.001), 2.5-fold (p<0.001), and 2.2-fold (p<0.001) higher than those in the serum with apoE3/E4, respectively. In contrast, oxi/total, red/roxi, and [red+oxi]/roxi decreased with increasing Cys number of apoE and were varied in the rank order E2/E3<E3/E3< E3/E4 (Fig. 1D, E, F). Oxi/total, red/roxi, and [red+oxi]/roxi in the serum with apoE3/E4 were approximately 1.7-fold (p<0.001), 2.1-fold (p<0.01), and 2.6-fold (p<0.001) higher than those in the serum with apoE2/E3, respectively. Unlike the six ratios, red/total, red/oxi, and red/[roxi + oxi] were not affected by the number of Cys residues in apoE. These three ratios in the serum with apoE3/E3 were significantly higher than those in the serum with other phenotypes (Fig. 1G, H, I). Hence, to avoid the effect of the number of Cys residues in apoE, we conducted the following analysis with a focus on the subjects with apoE3/E3.
Effect of age on the candidates of redox-IDX-apoE
We assessed the effect of age on the candidates of redox-IDX-apoE in the serum with apoE3/E3 according to sex (Table 2). Oxi/total level was significantly increased by aging regardless of sex (r=0.368, p<0.001). In contrast, red/total, red/oxi, and [red + roxi]/oxi levels were significantly decreased with increasing age, regardless of sex (r=-0.246, p<0.001 for red/total; r=-0.358, p<0.001 for red/oxi; r=-0.302, p<0.001 for [red + roxi]/oxi). Red/[roxi + oxi] in males was also significantly decreased with increasing age (r=-0.312, p<0.005), whereas those in females showed a decrease in inclination, but the difference was not statistically significant (r=-0.113). On the other hand, no significant correlation was observed between roxi/total, red/roxi, and [red + oxi]/roxi with age. We then compared each of these three ratios among male and female subjects, which were divided into three groups by age (≤ 40 years, 41-60 years, ≥ 61 years), respectively. No significant differences in roxi/total (Fig. 2A), red/roxi (except for the slight significant difference between the male subjects aged ≤ 40 years and female subjects aged ≥ 61 years (Fig. 2B), and [red + oxi]/roxi (Fig. 2C) were observed between male and female subjects. Based on these results, we selected roxi/total, red/roxi, and [red + oxi]/roxi as the redox-IDX-apoE.
Determination of the factors affecting redox-IDX-apoE
We statistically determined the factors that affect the redox-IDX-apoE. First, we assessed the relationship between each redox-IDX-apoE and each laboratory test result (apoAI, apoAII, HDL-C, LDL-C, non-HDL-C, TG, TG to HDL-C ratio (TG/HDL-C), CRP, and HbA1c) by simple linear regression analysis (Supplemental Table 1). Roxi/total showed positive correlation with HDL-C levels (r=0.236, p<0.001), whereas it showed negative correlations with non-HDL-C levels (r=-0.275, p<0.001), TG levels (r=-0.483, p<0.001), TG/HDL-C (r=-0.384, p<0.001), and HbA1c levels (r=-0.192, p<0.005). Both of red/roxi and [red + oxi]/roxi showed positive correlations with non-HDL-C levels (r=0.247, p<0.001 for red/roxi; r=0.237, p<0.001 for [red + oxi]/roxi), TG levels (r=0.542, p<0.001 for red/roxi; r=0.515, p<0.001 for [red + oxi]/roxi), TG/HDL-C (r=0.447, p<0.001 for red/roxi; r=0.425, p<0.001 for [red + oxi]/roxi), and HbA1c levels (r=0.182, p<0.01 for red/roxi; r=0.183, p<0.01 for [red + oxi]/roxi), whereas it showed negative correlation with HDL-C levels (r=-0.277, p<0.001 for red/roxi; r=-0.256, p<0.001 for [red + oxi]/roxi).
Next, we performed multiple regression analysis with each redox-IDX-apoE as the objective variable and with the factors, narrowed down by the above-mentioned linear regression analysis, as explanatory variables that affected each redox-IDX-apoE. However, non-HDL-C and TG/HDL-C were excluded from this analysis because they showed a linear combination with HDL-C and TG levels. On this analysis, HbA1c and serum TG levels were independently associated with redox-IDX-apoE (Table 3).
Effect of atherosclerosis on redox-IDX-apoE
To investigate the clinical significance and usefulness of roxi/total, red/roxi, and [red + oxi]/roxi as the redox-IDX-apoE, we selected 16 subjects with atherosclerosis combined with type 2 diabetes (56.8 ± 19.6 years) and 38 subjects with normolipidemia and no apparent disease (controls, 54.7 ± 17.0 years) from the above-mentioned 218 subjects with apoE3/E3. We then compared each of these ratios between the subjects with atherosclerosis and controls.
The effects of atherosclerosis on roxi/total, red/roxi, and [red + oxi]/roxi conflicted with the results described in Section 3.3. Red/roxi and [red + oxi]/roxi were 0.6-fold lower (p<0.05) and 0.4-fold lower (p<0.001) in subjects with atherosclerosis than in controls, respectively (Fig. 3A, B). On the other hand, roxi/total tended to be higher in subjects with atherosclerosis than in controls (Fig. 3C), even though serum TG and HbA1c levels in subjects with atherosclerosis were significantly higher than those in controls (p<0.005 for TG; p<0.01 for HbA1c, Supplemental Table 2).