| Literature DB >> 29877283 |
Yuya Tsurutani1, Kosuke Inoue1, Chiho Sugisawa1, Jun Saito1, Masao Omura1, Tetsuo Nishikawa1.
Abstract
Objective To clarify the associations between serum omega-6 (n-6) and omega-3 (n-3) polyunsaturated fatty acid (PUFA) levels and obesity-related metabolic abnormalities in patients with type 2 diabetes. Methods and Materials Data from 225 Japanese patients with type 2 diabetes were cross-sectionally analyzed. The serum levels of n-6 PUFAs [dihomo-γ-linolenic acid (DGLA) and arachidonic acid (AA)] and n-3 PUFAs (eicosapentaenoic acid and docosahexaenoic acid) were measured, and the estimated Δ-5 desaturase (D5D) activity was calculated based on the AA to DGLA ratio. The associations between the composition of PUFAs and obesity-related parameters, including the body mass index (BMI), waist circumference, alanine amino transferase (ALT) level, homeostatic model assessment of insulin resistance (HOMA-IR), and body fat percentage, as measured by a bioelectrical impedance analysis, were analyzed. Results Among the PUFAs, the DGLA level had the strongest correlations with BMI (p<0.001), waist circumference (p<0.001), ALT level (p<0.001), HOMA-IR (p<0.001), and body fat percentage (p<0.01). AA was positively correlated and D5D was negatively correlated with several obesity-related parameters, while n-3 PUFAs did not have a constant correlation. A multivariate regression analysis revealed that the DGLA level was an independent determinant for HOMA-IR (β=0.195, p=0.0066) after adjusting for sex, age, BMI, and the ALT, triglyceride, and HbA1c levels. Conclusion A high serum DGLA level was associated with obesity, body fat accumulation, a high ALT level, and insulin resistance in patients with type 2 diabetes. The measurement of the serum PUFA levels may be useful for evaluating metabolic abnormalities and estimating the dietary habits of patients.Entities:
Keywords: dihomo-γ-linolenic acid; insulin resistance; obesity; polyunsaturated fatty acid; type 2 diabetes
Mesh:
Substances:
Year: 2018 PMID: 29877283 PMCID: PMC6232036 DOI: 10.2169/internalmedicine.0816-18
Source DB: PubMed Journal: Intern Med ISSN: 0918-2918 Impact factor: 1.271
The Clinical Characteristics of the Patients.
| Sex (male/female) | 165/60 |
| Age (years) | 63 (49-72) |
| Duration of diabetes (years) | 6 (0-13) |
| BMI (kg/m2) | 25.7 (22.8-28.8) |
| Waist circumference (cm) | 92.0 (87.0-100.0) |
| HbA1c (%) | 9.8 (8.4-11.2) |
| ALT (IU/L) | 25.0 (18.0-39.0) |
| Total-cholesterol (mg/dL) | 163 (145-189.5) |
| HDL-cholesterol (mg/dL) | 43 (37-50.5) |
| TGL (mg/dL) | 121 (96-156) |
| Non-HDL-cholesterol (mg/dL) | 121 (100.5-145.5) |
| eGFR (mL/min/1.73m2) | 77.8 (67.3-89.3) |
| HOMA-IR | 2.10 (1.24-3.44) |
| DGLA (μg/mL) | 36.3 (28.2-47.4) |
| AA (μg/mL) | 190.5 (157.0-235.3) |
| EPA (μg/mL) | 55.0 (34.5-75.7) |
| DHA (μg/mL) | 133.7 (106.5-171.5) |
| EPA/AA | 0.29 (0.17-0.43) |
| Estimated D5D | 5.0 (4.2-6.7) |
| Body fat percentage (%) | 31.7 (22.3-37.9) |
| Skeletal mass index | 7.2 (6.7-7.9) |
| Current smoking, n (%) | 69 (30.7%) |
| Habitual drinking, n (%) | 122 (47.8%) |
| History of cerebrovascular disease, n (%) | 30 (13.3%) |
| Number of glucose-lowering agents used | 1 (1-3) |
| Taking lipid-lowering agents, n (%) | 89 (39.5%) |
| Taking antihypertensive agents, n (%) | 108 (46.7%) |
Data are given as medians (interquartile range). BMI: body mass index, HbA1c: glycated hemoglobin, ALT: alanine amino transferase, HDL: high-density lipoprotein, TGL: triglycerides, eGFR: estimated glomerular filtration rate, HOMA-IR: homeostatic model assessment of insulin resistance, DGLA: dihomo-γ-linolenic acid, AA: arachidonic acid, EPA: eicosapentaenoic acid, DHA: docosahexaenoic acid, D5D: Δ-5 desaturase
The Correlations of Serum PUFAs.
| DGLA | AA | EPA | DHA | EPA/AA | Estimated D5D | |
|---|---|---|---|---|---|---|
| DGLA | - | 0.446*** | -0.101 | 0.099 | -0.300*** | -0.681*** |
| AA | - | 0.164* | 0.305*** | -0.262*** | 0.293*** | |
| EPA | - | 0.810*** | 0.892*** | 0.250*** | ||
| DHA | - | 0.645*** | 0.143* | |||
| EPA/AA | - | 0.128 | ||||
| Estimated D5D | - |
Spearman correlation coefficient (ρ) were used to evaluate correlations between variables. *p<0.05, **p<0.01, ***p<0.001. PUFAs: polyunsaturated fatty acids, DGLA: dihomo-γ-linolenic acid, AA: arachidonic acid, EPA: eicosapentaenoic acid, DHA: docosahexaenoic acid, D5D: Δ-5 desaturase
Correlations between PUFA Levels and Clinical Parameters.
| DGLA | AA | EPA | DHA | EPA/AA | Estimated D5D | |
|---|---|---|---|---|---|---|
| BMI | 0.316*** | 0.217** | -0.159* | -0.074 | -0.246*** | -0.166* |
| Age | -0.260*** | -0.328*** | 0.324*** | 0.253*** | 0.454*** | 0.033 |
| Waist circumference | 0.227*** | 0.165* | -0.088 | -0.003 | -0.152* | -0.109 |
| ALT level | 0.270*** | 0.150* | -0.078 | 0.008 | -0.147* | -0.178** |
| TGL | 0.362*** | 0.270*** | -0.044 | 0.234*** | -0.169* | -0.151* |
| HbA1c level | -0.114 | 0.047 | -0.136* | -0.135 | -0.157* | 0.125 |
| HOMA-IR | 0.367*** | 0.169* | -0.012 | 0.064 | -0.097 | -0.255*** |
| Body fat percentage | 0.315** | 0.208 | -0.101 | 0.013 | -0.188 | -0.182 |
| Skeletal mass index | 0.031 | 0.100 | -0.229* | -0.272* | -0.274* | 0.030 |
Spearman correlation coefficient (ρ) were used to evaluate correlations between variables. *p<0.05, **p<0.01, ***p<0.001. FUFA: polyunsaturated fatty acid, BMI: body mass index, ALT: alanine amino transferase, TGL: triglyceride, HbA1c: glycated hemoglobin, HOMA-IR: homeostatic model assessment of insulin resistance, DGLA: dihomo-γ-linolenic acid, AA: arachidonic acid, EPA: eicosapentaenoic acid, DHA: docosahexaenoic acid, D5D: Δ-5 desaturase
Multivariate Associations of Clinical Variables with Body Mass Index.
| Measure | Body mass index | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Multivariate model | ||||||||||||||
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | ||||||||||
| β | p | β | p | β | p | β | p | β | p | |||||
| Sex (female) | -0.006 | 0.92 | -0.004 | 0.95 | 0.020 | 0.75 | 0.009 | 0.88 | 0.013 | 0.83 | ||||
| Age | -0.407 | <0.0001 | -0.397 | <0.0001 | -0.433 | <0.0001 | -0.416 | <0.0001 | -0.443 | <0.0001 | ||||
| Current smoking (yes) | -0.078 | 0.20 | -0.060 | 0.32 | -0.069 | 0.26 | -0.071 | 0.25 | -0.074 | 0.23 | ||||
| Habitual drinking (yes) | -0.088 | 0.14 | -0.104 | 0.062 | -0.101 | 0.10 | -0.101 | 0.10 | -0.092 | 0.13 | ||||
| HbA1c | -0.131 | 0.028 | -0.153 | 0.0094 | -0.161 | 0.0074 | -0.164 | 0.0062 | -0.146 | 0.015 | ||||
| TGL | 0.114 | 0.076 | 0.123 | 0.050 | 0.167 | 0.0063 | 0.162 | 0.0080 | 0.158 | 0.010 | ||||
| DGLA | 0.153 | 0.022 | ||||||||||||
| AA | 0.148 | 0.025 | ||||||||||||
| EPA | -0.033 | 0.60 | ||||||||||||
| EPA/AA ratio | -0.066 | 0.31 | ||||||||||||
| Estimated D5D | -0.062 | 0.31 | ||||||||||||
| R2 | 0.275 | 0.273 | 0.258 | 0.260 | 0.260 | |||||||||
| p | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | |||||||||
ρ: Spearman correlation coefficient, β: standard partial regression coefficient. HbA1c: glycated hemoglobin, TGL: triglyceride, DGLA: dihomo-γ-linolenic acid, AA: arachidonic acid, EPA: eicosapentaenoic acid, D5D: Δ-5 desaturase
Univariate and Multivariate Associations of Clinical Variables with HOMA-IR.
| Measure | HOMA-IR | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Univariate model | Multivariate model | ||||||||||
| Model 1 | Model 2 | Model 3 | |||||||||
| β | p | β | p | β | p | β | p | ||||
| Sex (female) | 0.087 | 0.1935 | 0.100 | 0.14 | 0.107 | 0.11 | |||||
| Age | -0.092 | 0.270 | 0.163 | 0.0615 | 0.155 | 0.09 | 0.136 | 0.12 | |||
| BMI | 0.349 | <0.0001 | 0.217 | 0.0033 | 0.223 | 0.0032 | 0.234 | 0.0016 | |||
| eGFR | 0.079 | 0.290 | 0.034 | 0.67 | 0.045 | 0.58 | 0.049 | 0.535 | |||
| ALT | 0.448 | <0.0001 | 0.334 | <0.0001 | 0.352 | <0.0001 | 0.342 | <0.0001 | |||
| TGL | 0.235 | 0.0013 | 0.112 | 0.10 | 0.154 | 0.03 | 0.158 | 0.02 | |||
| HbA1c | -0.099 | 0.18 | -0.001 | 0.98 | -0.030 | 0.66 | -0.001 | 0.99 | |||
| DGLA | 0.349 | <0.0001 | 0.195 | 0.0066 | |||||||
| AA | 0.221 | 0.0026 | 0.065 | 0.38 | |||||||
| Estimated D5D | -0.216 | 0.0032 | -0.147 | 0.024 | |||||||
| R2 | - | 0.3219 | 0.296 | 0.313 | |||||||
| p | - | <0.0001 | <0.0001 | <0.0001 | |||||||
ρ: Spearman correlation coefficient, β: standard partial regression coefficient. HOMA-IR: homeostatic model assessment of insulin resistance, BMI: body mass index, eGFR: estimated glomerular filtration rate, ALT: alanine amino transferase, TGL: triglyceride, HbA1c: glycated hemoglobin, DGLA: dihomo-γ-linolenic acid, AA: arachidonic acid, D5D: Δ-5 desaturase