| Literature DB >> 27868359 |
Fumika Shigiyama1, Naoki Kumashiro1, Masahiko Miyagi1, Ryo Iga1, Yuka Kobayashi1, Eiichiro Kanda2,3, Hiroshi Uchino1, Takahisa Hirose1.
Abstract
AIMS/Entities:
Keywords: Endothelial function; Linagliptin; Type 2 diabetes
Mesh:
Substances:
Year: 2016 PMID: 27868359 PMCID: PMC5415473 DOI: 10.1111/jdi.12587
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Flow diagram of patient enrollment in the present study. A total of 96 patients were enrolled in the study and divided at random into three groups (32 patients in each group). A total of 12 patients were excluded from full analysis set (FAS) analysis due to changes in medications (n = 5); no visit to the hospital (n = 1); smoking before flow‐mediated dilation (FMD)/cardio‐ankle vascular index (CAVI) measurement (n = 2); eligibility violation (n = 2); and low‐drug compliance (n = 2). Accordingly, FAS included 29, 26 and 29 patients for the control group, metformin group and linagliptin add‐on group, respectively.
Baseline demographic and clinical characteristics of patients of the three groups
| Control group ( | Metformin group ( | Linagliptin add‐on group ( |
| |
|---|---|---|---|---|
| Age (years) | 62.1 ± 11.4 | 60.3 ± 12.3 | 60.4 ± 9.0 | 0.789 |
| Male | 17 (58.6) | 14 (53.8) | 18 (62.1) | 0.821 |
| Height (cm) | 161.5 ± 8.4 | 161.4 ± 8.0 | 163.4 ± 9.5 | 0.628 |
| Weight (kg) | 64.3 ± 15.2 | 68.2 ± 12.0 | 67.2 ± 13.2 | 0.538 |
| BMI (kg/m2) | 24.8 ± 5.4 | 26.2 ± 4.0 | 25.3 ± 4.4 | 0.482 |
| SBP (mmHg) | 127.0 ± 11.8 | 129.1 ± 13.1 | 130.1 ± 12.3 | 0.620 |
| DBP (mmHg) | 72.9 ± 9.5 | 75.2 ± 8.5 | 79.6 ± 7.9 | 0.015 |
| HbA1c (NGSP%) | 6.9 ± 0.6 | 6.8 ± 0.7 | 6.9 ± 0.6 | 0.859 |
| Drinking | 9 (31.0) | 10 (38.5) | 7 (24.1) | 0.452 |
| Current smoking | 7 (24.1) | 6 (23.1) | 4 (13.8) | 0.748 |
| Medical history | 7 (24.1) | 9 (36) | 7 (24.1) | 0.562 |
| Angina | 2 (6.9) | 0 (0) | 0 (0.0) | 0.327 |
| Myocardial infarction | 1 (3.4) | 1 (4.0) | 0 (0.0) | 0.753 |
| Cerebral infarction | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Cerebral hemorrhage | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Others | 5 (17.2) | 8 (32.0) | 7 (24.1) | 0.453 |
| Complications | ||||
| Macroangiopathy | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Ischemic heart disease | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Cerebrovascular disease | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Arteriosclerosis obliterans | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Microangiopathy | 8 (29.6) | 10 (40) | 9 (32.1) | 0.731 |
| Diabetic retinopathy | 3 (11.1) | 3 (12.0) | 3 (10.7) | 1.000 |
| Diabetic nephropathy | 3 (11.1) | 1 (4.0) | 3 (10.7) | 0.691 |
| Diabetic neuropathy | 5 (18.5) | 6 (24.0) | 4 (14.3) | 0.676 |
| Others | 27 (93.1) | 21 (84.0) | 25 (86.2) | 0.590 |
| Renal disease | 1 (3.4) | 0 (0.0) | 0 (0.0) | 1.000 |
| Liver disease | 3 (10.3) | 3 (12.0) | 3 (10.3) | 1.000 |
| Cerebrovascular disease | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Heart disease | 2 (6.9) | 1 (4.0) | 0 (0.0) | 0.515 |
| Hypertension | 15 (51.7) | 9 (36.0) | 14 (48.3) | 0.532 |
| Dyslipidemia | 22 (75.9) | 13 (52.0) | 16 (55.2) | 0.146 |
| Others | 13 (44.8) | 14 (56.0) | 10 (34.5) | 0.292 |
| Antidiabetic drugs | 29 (100) | 26 (100) | 29 (100) | – |
| Biguanides | 29 (100) | 26 (100) | 29 (100) | – |
| α‐Glucosidase inhibitors | 5 (17.2) | 0 (0.0) | 1 (3.4) | 0.044 |
| Sulfonylureas | 6 (20.7) | 6 (23.1) | 5 (17.2) | 0.942 |
| Glinides | 1 (3.4) | 0 (0.0) | 2 (6.9) | 0.771 |
| Antihypertensive drugs | 13 (44.8) | 9 (34.6) | 13 (44.8) | 0.755 |
| Diuretic drugs | 1 (3.4) | 1 (3.8) | 2 (6.9) | 1.000 |
| Calcium channel blockers | 6 (20.7) | 7 (26.9) | 8 (27.6) | 0.857 |
| ACE inhibitors | 1 (3.4) | 3 (11.5) | 1 (3.4) | 0.435 |
| Angiotensin II receptor blockers | 11 (37.9) | 6 (23.1) | 11 (37.9) | 0.420 |
| Direct renin inhibitor | 0 (0) | 0 (0) | 0 (0) | – |
| β‐Blockers | 1 (3.4) | 1 (3.8) | 2 (6.9) | 1.000 |
| α‐Blockers | 0 (0.0) | 0 (0.0) | 1 (3.4) | 1.000 |
| Others | 1 (3.4) | 1 (3.8) | 0 (0) | 0.759 |
| Lipid‐lowering agents | 16 (55.2) | 11 (42.3) | 14 (48.3) | 0.680 |
| Statins | 10 (34.5) | 9 (34.6) | 9 (31.0) | 1.000 |
| Fibrates | 1 (3.4) | 2 (7.7) | 4 (13.8) | 0.384 |
| Resins | 1 (3.4) | 0 (0.0) | 0 (0.0) | 1.000 |
| Ezetimibe | 1 (3.4) | 1 (3.8) | 0 (0.0) | 0.759 |
| EPA | 4 (13.8) | 1 (3.8) | 2 (6.9) | 0.494 |
| Others | 2 (6.9) | 0 (0.0) | 0 (0.0) | 0.326 |
| Antithrombotic agents | 5 (17.2) | 1 (3.8) | 2 (6.9) | 0.265 |
| Antiplatelet agents | 5 (17.2) | 1 (3.8) | 2 (6.9) | 0.265 |
| Anticoagulants | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Thrombolytic agents | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Others | 0 (0.0) | 0 (0.0) | 0 (0.0) | – |
| Other drugs | 12 (41.4) | 16 (61.5) | 11 (37.9) | 0.178 |
Data are expressed as mean ± standard deviation or number of patients (%). P‐values are results of anova or Kruskal–Wallis test for continuous data, and Fisher's exact test for categorical data; when significant difference was detected, multiple comparisons were applied, the results of which are marked by superscripts as follows: † P < 0.05 versus the control group; ‡ P < 0.05 versus the linagliptin add‐on group. ACE inhibitor, angiotensin‐converting enzyme inhibitor; BMI, body mass index; DBP, diastolic blood pressure; EPA, eicosapentaenoic acid; HbA1c, hemoglobin A1c; NGSP, National Glycohemoglobin Standardization Program; SBP, systolic blood pressure.
Changes in flow‐mediated dilation (%)
| Control group | Metformin group | Linagliptin add‐on group |
| |
|---|---|---|---|---|
| FAS population | ||||
| Baseline | 5.66 ± 2.46 (29) | 5.33 ± 2.41 (26) | 4.93 ± 2.71 (29) | 0.549 |
| Week 16 | 5.60 ± 2.01 (29) | 6.60 ± 2.93 (26) | 6.26 ± 2.71 (29) | 0.344 |
| Change | −0.06 ± 2.75 (29) | 1.27 ± 3.33 (26) | 1.33 ± 3.45 (29) | 0.168 |
|
| 0.909 | 0.130 | 0.047 | |
| Subgroup analysis for FMD change | ||||
| Males | 0.45 ± 2.49 (17) | 0.93 ± 3.18 (14) | 1.58 ± 3.79 (18) | 0.583 |
|
| 0.464 | 0.294 | 0.095 | |
| Females | −0.78 ± 3.04 (12) | 1.67 ± 3.6 (12) | 0.91 ± 2.92 (11) | 0.094 |
|
| 0.392 | 0.233 | 0.326 | |
| Age at baseline <65 years | −0.85 ± 2.68 (13) | 1.51 ± 3.47 (16) | 1.04 ± 3.26 (17) | 0.173 |
|
| 0.277 | 0.159 | 0.207 | |
| Age at baseline ≥65 years | 0.58 ± 2.72 (16) | 0.88 ± 3.22 (10) | 1.73 ± 3.81 (12) | 0.640 |
|
| 0.406 | 0.410 | 0.143 | |
| BMI at baseline <25 kg/m2 | 0.15 ± 3.36 (15) | 1.06 ± 2.5 (14) | 1.51 ± 3.59 (13) | 0.323 |
|
| 0.862 | 0.334 | 0.156 | |
| BMI at baseline ≥25 kg/m2 | −0.08 ± 1.94 (13) | 1.51 ± 4.2 (12) | 0.89 ± 3.59 (14) | 0.627 |
|
| 0.878 | 0.240 | 0.369 | |
| HbA1c at baseline <7% | −0.22 ± 3.17 (17) | 2.03 ± 3.90 (16) | 1.89 ± 2.54 (15) | 0.098 |
|
| 0.781 | 0.056 | 0.012 | |
| HbA1c at baseline ≥7% | −0.15 ± 1.92 (11) | 0.06 ± 1.65 (10) | 0.72 ± 4.23 (14) | 0.946 |
|
| 0.807 | 0.911 | 0.534 | |
| HbA1c change <median | 0.53 ± 1.24 (6) | 1.14 ± 3.76 (15) | 1.63 ± 3.72 (21) | 0.780 |
|
| 0.341 | 0.259 | 0.058 | |
| HbA1c change ≥median | −0.39 ± 2.98 (22) | 1.45 ± 2.81 (11) | 0.54 ± 2.67 (8) | 0.186 |
|
| 0.549 | 0.240 | 0.587 | |
Data are mean ± standard deviation. *P‐value for comparisons among groups. P‐values within groups are results of paired t‐test or Wilcoxon signed‐rank test. P‐values among groups are results of anova or Kruskal–Wallis test applied for comparisons among groups. BMI, body mass index; FAS, full analysis set; FMD, flow‐mediated dilation; HbA1c, hemoglobin A1c.
Changes in parameters of glycemic control
| Parameters | Control group | Metformin group | Linagliptin add‐on group |
|
|---|---|---|---|---|
| HbA1c (%) | ||||
| Baseline | 6.86 ± 0.60 (28) | 6.85 ± 0.70 (26) | 6.93 ± 0.63 (29) | 0.859 |
| Week 16 | 6.98 ± 0.56 (29) | 6.55 ± 0.59 (26) | 6.46 ± 0.50 (29) | 0.001 |
| Change | 0.13 ± 0.40 (28) | −0.29 ± 0.46 (26) | −0.48 ± 0.45 (29) | <0.001 |
|
| 0.097 | 0.004 | <0.001 | |
| Fasting plasma glucose (mg/dL) | ||||
| Baseline | 143.6 ± 28.4 (28) | 149.1 ± 43.5 (26) | 137.9 ± 30.4 (29) | 0.669 |
| Week 16 | 141.6 ± 32.4 (29) | 132.3 ± 27.1 (25) | 119.4 ± 16.9 (29) | 0.007 |
| Change | −2.2 ± 32.2 (28) | −14.6 ± 35.7 (25) | −18.5 ± 25.3 (29) | 0.086 |
|
| 0.724 | 0.078 | <0.001 | |
| C‐peptide (ng/mL) | ||||
| Baseline | 2.1 ± 1.1 (28) | 2.8 ± 2.2 (26) | 2.0 ± 0.9 (29) | 0.338 |
| Week 16 | 1.9 ± 1.0 (29) | 2.5 ± 2.2 (25) | 1.8 ± 0.7 (29) | 0.801 |
| Change | −0.2 ± 0.6 (28) | −0.4 ± 1.0 (25) | −0.2 ± 0.5 (29) | 0.522 |
|
| 0.422 | 0.038 | 0.259 | |
| HOMA‐IR | ||||
| Baseline | 3.16 ± 2.78 (28) | 6.70 ± 13.23 (26) | 2.41 ± 2.07 (29) | 0.288 |
| Week 16 | 2.83 ± 3.32 (29) | 4.97 ± 10.65 (25) | 1.87 ± 1.17 (29) | 0.638 |
| Change | −0.34 ± 2.31 (28) | −1.92 ± 6.46 (25) | −0.54 ± 1.72 (29) | 0.491 |
|
| 0.550 | 0.0496 | 0.101 | |
Data are mean ± standard deviation (n). *P‐value for comparisons among groups. P‐values within groups are results of paired t‐test or Wilcoxon signed‐rank test. P‐values among groups are results of anova or Kruskal–Wallis test. When significant difference was detected, multiple comparisons were applied, the results of which are shown by superscripts as follows: † P < 0.05 versus the control group; ‡ P < 0.05 versus the metformin group; § P < 0.05 versus the linagliptin add‐on group. HbA1c, hemoglobin A1c; HOMA‐IR, Homeostatic Model Assessment of Insulin Resistance.
Results of multiple linear regression analysis for change in flow‐mediated dilation
| Independent variables | Regression coefficient (SE) |
|
|---|---|---|
| Age at baseline (years) | −0.0416 (0.0283) | 0.145 |
| Sex | 1.2295 (0.6053) | 0.046 |
| FMD at baseline (%) | −0.7890 (0.1231) | <0.001 |
| Use of α‐blockers at baseline | −3.8063 (2.5737) | 0.144 |
| Erythrocyte count at baseline (×104/μL) | 0.0065 (0.0074) | 0.388 |
| Leukocyte count at baseline (/μL) | 0.0002 (0.0002) | 0.230 |
| ΔApolipoprotein B (mg/dL) | −0.0507 (0.0246) | 0.043 |
| ΔPlatelet count (×104/μL) | 0.0609 (0.1151) | 0.598 |
| Adjusted | 0.4635 |
Multiple linear regression analysis was carried out with the following parameters as independent variables: age at baseline, sex and variables with P‐values of single regression analysis of <0.1. To avoid the multicollinearity, one variable from correlate variables was selected and the variance inflation factor was calculated. FMD, flow‐mediated dilation; SE, standard error.