| Literature DB >> 29862667 |
Sumito Sunagawa1, Takashi Shirakura2, Noboru Hokama1, Chisayo Kozuka1,3, Masato Yonamine1, Toyotaka Namba1, Satoko Morishima1, Sawako Nakachi1, Yukiko Nishi1, Tomomi Ikema1, Shiki Okamoto1, Chieko Matsui2, Naoki Hase2, Mizuho Tamura2, Michio Shimabukuro4, Hiroaki Masuzaki1.
Abstract
AIMS/Entities:
Keywords: Insulin resistance; Uric acid; Xanthine oxidase
Mesh:
Substances:
Year: 2018 PMID: 29862667 PMCID: PMC6319612 DOI: 10.1111/jdi.12870
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Clinical characteristics of the study participants
|
| 50 (24:26) |
| Age (years) | 55 ± 14 (22–79) |
| BMI (kg/m2) | 29.5 ± 6.2 (16.1–53.5) |
| HbA1c (%) | 7.8 ± 1.7 (5.4–12.3) |
| FPG (mg/dL) | 132 ± 34 (77–241) |
| FIRI (μIU/mL) | 11.1 ± 6.9 (1.8–34.2) |
| HOMA‐IR | 3.4 ± 2.1 (0.66–9.71) |
| γ‐GTP (IU/L) | 42 ± 29 (10–161) |
| Cre (mg/dL) | 0.7 ± 0.2 (0.4–1.2) |
| eGFR (mL/min/1.73 m2) | 85 ± 23 (40–138) |
| TG (mg/dL) | 172 ± 81 (59–417) |
| HDL‐C (mg/dL) | 45 ± 11 (23–73) |
| LDL‐C (mg/dL) | 108 ± 33 (41–168) |
| UA, women + men (mg/dL) | 5.8 ± 1.5 (2.4–9.2) |
| UA, women (mg/dL) | 5.6 ± 1.7 (2.8–9.2) |
| UA, men (mg/dL) | 6.0 ± 1.3 (2.4–7.9) |
| ln AST (IU/L) | 3.1 ± 0.50 |
| ln ALT (IU/L) | 3.3 ± 0.62 |
| ln XO activity, women + men (pmol IXP/min/mL) | −0.54 ± 1.1 |
| ln XO activity, women (pmol IXP/min/mL) | −0.40 ± 1.2 |
| ln XO activity, men (pmol IXP/min/mL) | −0.67 ± 1.0 |
Data are expressed as mean ± standard deviation (range) for normally distributed values and median (range) for non‐normally distributed values. ALT, aspartate aminotransferase; AST, alanine aminotransferase; BMI, body mass index; Cre, creatinine; eGFR, estimated glomerular filtration rate; FIRI, fasting immunoreactive insulin; FPG, fasting plasma glucose; γ‐GTP, γ‐glutamyltransferase; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; HOMA‐IR, homeostatic model assessment for insulin resistance; IRI, immunoreactive insulin; IXP, isoxanthopterin; LDL‐C, low‐density lipoprotein cholesterol; ln, natural logarithm; TG, triglyceride; UA, uric acid; XO, xanthine oxidase.
Figure 1Distribution of the values of plasma xanthine oxidase (XO) activity and serum uric acid (UA) in patients with type 2 diabetes mellitus and metabolic syndrome. “UA/mean of UA” indicates the ratio of serum UA value vs the mean of serum UA value. “XO activity/mean of XO activity” indicates the ratio of plasma XO activity value vs the mean of plasma XO activity value. Small bars in each column show the respective range of standard deviations.
Figure 2The value of plasma xanthine oxidase (XO) activity did not show apparent diurnal variation and was not altered by meals or aerobic mild exercise in lean patients without diabetes. (a) In lean patients without diabetes, plasma XO activity was measured at the point of 08.00, 15.00 and 23.00 hours, and 08.00 hours in the next day (n = 5). (b) In patients now being treated with insulin or oral drugs for hyperuricemia, plasma XO activities were measured before/after breakfast and before/after lunch (large graph, n = 5), as well as before/after ~1 h of mild aerobic exercise in another group (small graph, n = 5). Data are expressed as mean ± standard error of the mean, and were analyzed by Wilcoxon signed‐rank tests. BB, before breakfast; AB, after breakfast; BL, before lunch; AL, after lunch; BE, before exercise; AE, after exercise; IXP, isoxanthopterin.
Figure 3Serum uric acid (UA) level did not correlate with (a) plasma xanthine oxidase activity (XOA), (b) immunoreactive insulin (IRI) and (c) homeostatic model assessment for insulin resistance (HOMA‐IR) in patients with type 2 diabetes mellitus and metabolic syndrome. Data were analyzed by Spearman's rank correlation coefficients. ln, natural logarithm.
Figure 4Plasma xanthine oxidase activity (XOA) showed positive correlations with indices of insulin resistance in patients with type 2 diabetes mellitus and metabolic syndrome. Data were analyzed by Spearman's rank correlation coefficients. BMI, body mass index; FPG, fasting plasma glucose; HbA1c, glycated hemoglobin; HOMA‐IR, homeostatic model assessment for insulin resistance; IRI, immunoreactive insulin; ln, natural logarithm.
Figure 5Correlations between natural logarithm (ln) plasma xanthine oxidase activity (XOA) and indices of liver dysfunction or parameters closely related to circulating uric acid level in patients with type 2 diabetes mellitus and metabolic syndrome. Data were analyzed by Spearman's rank correlation coefficients. AST, alanine aminotransferase; ALT, aspartate aminotransferase; CRE, creatinine; eGFR, estimated glomerular filtration rate; G‐GTP, ?‐glutamyltransferase; ln, natural logarithm.
Figure 6Correlations between natural logarithm (ln) plasma xanthine oxidase (XO) activity and (a) ln adiponectin or (b) ln high‐sensitivity C‐reactive protein (hs‐CRP) in patients with type 2 diabetes mellitus and metabolic syndrome. Data were analyzed by Spearman's rank correlation coefficients.
Multiple regression analysis with natural logarithm xanthine oxidase activity as a dependent variable and metabolic parameters as explanatory variables
| Model 1 | Model 2 | Model 3 | ||||
|---|---|---|---|---|---|---|
| Adjusted | Adjusted | Adjusted | ||||
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|
|
| ||||
| β |
| β |
| β |
| |
| Sex | −0.051 | 0.582 | −0.046 | 0.613 | −0.163 | 0.281 |
| Age | 0.045 | 0.662 | 0.043 | 0.677 | −0.009 | 0.575 |
| BMI | 0.180 | 0.052 | 0.185 | 0.045 | 0.297 | 0.056 |
| HbA1c | 0.108 | 0.212 | 0.080 | 0.375 | −0.014 | 0.921 |
| UA | 0.071 | 0.416 | 0.066 | 0.451 | 0.050 | 0.736 |
| eGFR | 0.036 | 0.694 | 0.037 | 0.690 | −0.021 | 0.893 |
| ln AST | 0.188 | 0.314 | 0.171 | 0.371 | ||
| ln ALT | 0.614 | 0.001 | 0.628 | 0.001 | ||
| FIRI | 0.106 | 0.284 | ||||
| HOMA‐IR | 0.105 | 0.276 | 0.469 | 0.002 | ||
Multiple linear regression analysis with natural logarithm (ln) xanthine oxidase activity as a dependent variable, and sex (female = 1, male = 0), age, body mass index (BMI), glycated hemoglobin (HbA1c), uric acid (UA), estimated glomerular filtration rate (eGFR), ln alanine aminotransferase (AST), ln aspartate aminotransferase (ALT), fasting immunoreactive insulin (FIRI) and homeostatic model assessment for insulin resistance (HOMA‐IR) as explanatory variables was carried out by using the least squares estimation. In all the models developed (model 1, 2 and 3), plasma xanthine oxidase activity was included as a dependent variable, and sex, age, BMI, HbA1c, UA and eGFR as common explanatory variables. We then carried out analyses by using ln AST, ln ALT, and FIRI as independent variables (model 1), and ln AST, ln ALT and HOMA‐IR as independent variables (model 2), as well as HOMA‐IR as an independent variable (model 3). β, standard partial regression coefficient.