| Literature DB >> 30136403 |
Kiyohiko Takahashi1, Kyu Yong Cho1, Akinobu Nakamura1, Aika Miya2, Arina Miyoshi1, Chiho Yamamoto3, Hiroshi Nomoto1, Hirokatsu Niwa4, Kiyohito Takahashi5, Naoki Manda6, Yoshio Kurihara7, Shin Aoki8, Yoichi M Ito9, Tatsuya Atsumi1, Hideaki Miyoshi1,10.
Abstract
AIMS/Entities:
Keywords: Glycated hemoglobin; Sodium-glucose cotransporter 2 inhibitor; Sulfonylurea
Mesh:
Substances:
Year: 2018 PMID: 30136403 PMCID: PMC6400155 DOI: 10.1111/jdi.12913
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Study protocol flow diagram. Participants were allocated to one of two groups according to the objective clinical judgment of clinician. All patients added ipragliflozin and either decreased the dose of glimepiride (to 0.5 mg/day) or gliclazide (to 20 mg/day; Low‐dose group) or discontinued sulfonylurea (Discontinuation group).
Differences in clinical characteristics between the group that discontinued sulfonylurea and the group that maintained sulfonylurea, but at the lowest dose, before and after propensity matching
| Before propensity matching |
| After propensity matching |
| |||
|---|---|---|---|---|---|---|
| Discontinuation group ( | Low‐dose group ( | Discontinuation group ( | Low‐dose group ( | |||
| Age (years) | 56.0 ± 9.7 | 59.4 ± 8.9 | <0.05 | 58.7 ± 8.5 | 59.0 ± 8.7 | 0.84 |
| Male/female ( | 76/30 | 68/26 | 0.92 | 41/17 | 40/18 | 0.84 |
| Duration of diabetes (years) | ||||||
| 0–4 (%) | 11.4 | 12.2 | 0.49 | 10.5 | 16.4 | 0.46 |
| 5–9 (%) | 31.4 | 23.3 | 38.6 | 25.5 | ||
| 10–14 (%) | 25.7 | 34.4 | 19.3 | 20.0 | ||
| 15+ (%) | 31.4 | 30.0 | 31.6 | 38.2 | ||
| Duration of sulfonylurea (years) | ||||||
| 0–4 (%) | 33.0 | 26.3 | 0.38 | 30.9 | 30.4 | 0.98 |
| 5–9 (%) | 27.8 | 36.8 | 34.6 | 34.8 | ||
| 10–14 (%) | 22.7 | 26.3 | 21.8 | 19.6 | ||
| ≥15 (%) | 16.5 | 10.5 | 12.7 | 15.2 | ||
| Smoking status | ||||||
| Never smoked (%) | 43.4 | 38.7 | 0.76 | 44.8 | 40.4 | 0.69 |
| Former smoker (%) | 24.5 | 24.7 | 25.9 | 22.8 | ||
| Current smoker (%) | 32.1 | 36.6 | 29.3 | 36.8 | ||
| Alcohol drinking status | ||||||
| Non‐current drinker (%) | 70.8 | 64.9 | 0.38 | 52.9 | 47.1 | 0.45 |
| Current drinker (%) | 29.3 | 35.1 | 45.7 | 54.4 | ||
| Bodyweight (kg) | 79.6 ± 16.4 | 76.0 ± 14.6 | 0.10 | 75.2 ± 12.0 | 75.5 ± 14.3 | 0.91 |
| BMI (kg/m2) | 29.1 ± 5.0 | 27.9 ± 4.5 | 0.08 | 27.7 ± 4.0 | 27.7 ± 4.3 | 0.98 |
| Waist circumference (cm) | 97.6 ± 11.0 | 95.1 ± 10.3 | 0.09 | 94.5 ± 8.0 | 94.5 ± 10.4 | 0.97 |
| SBP (mmHg) | 132.6 ± 14.5 | 134.9 ± 15.9 | 0.30 | 132.5 ± 12.9 | 135.1 ± 17.8 | 0.38 |
| DBP (mmHg) | 80.5 ± 11.6 | 79.0 ± 10.7 | 0.37 | 80.1 ± 9.2 | 79.9 ± 11.7 | 0.91 |
| FPG (mmol/L) | 8.2 ± 1.8 | 8.8 ± 2.3 | 0.06 | 8.4 ± 1.9 | 8.3 ± 1.9 | 0.87 |
| FPG (mg/dL) | 148.4 ± 33.2 | 158.1 ± 41.0 | 0.06 | 151.1 ± 35.0 | 150.0 ± 35.0 | 0.87 |
| HbA1c (%) | 7.51 ± 0.57 | 7.62 ± 0.52 | 0.17 | 7.60 ± 0.60 | 7.54 ± 0.49 | 0.53 |
| Insulin (μU/mL) | 10.1 ± 10.9 | 12.5 ± 13.7 | 0.23 | 10.3 ± 13.0 | 8.7 ± 7.8 | 0.48 |
| HOMA‐IR | 3.8 ± 4.7 | 5.8 ± 7.7 | 0.06 | 4.1 ± 5.6 | 3.6 ± 4.6 | 0.67 |
| HOMA‐β | 48.1 ± 49.6 | 45.7 ± 47.3 | 0.77 | 45.7 ± 53.3 | 38.7 ± 36.3 | 0.47 |
| UA (mg/dL) | 5.6 ± 1.3 | 5.4 ± 1.2 | 0.23 | 5.6 ± 1.3 | 5.3 ± 1.2 | 0.15 |
| AST (U/L) | 30.5 ± 14.7 | 30.9 ± 18.9 | 0.89 | 29.6 ± 13.5 | 26.8 ± 11.7 | 0.25 |
| ALT (U/L) | 38.7 ± 24.9 | 40.4 ± 30.7 | 0.67 | 37.7 ± 22.5 | 34.5 ± 22.1 | 0.44 |
| γ‐GTP (U/L) | 60.7 ± 64.9 | 46.6 ± 37.0 | 0.07 | 55.9 ± 58.6 | 49.8 ± 43.4 | 0.52 |
| Ht (%) | 43.4 ± 4.2 | 44.2 ± 4.3 | 0.18 | 43.6 ± 4.6 | 43.8 ± 4.6 | 0.82 |
| ACR (mg/g creatinine) | 91.7 ± 290.9 | 99.3 ± 247.2 | 0.85 | 74.0 ± 170.3 | 124.1 ± 305.6 | 0.28 |
| eGFR (mL/min/1.73 m2) | 80.8 ± 17.7 | 75.4 ± 19.1 | <0.05 | 79.0 ± 16.4 | 74.4 ± 17.6 | 0.14 |
| TG (mg/dL) | 139.8 ± 85.8 | 152.3 ± 90.6 | 0.32 | 138.5 ± 86.1 | 136.0 ± 80.8 | 0.87 |
| T‐Cho (mg/dL) | 180.3 ± 29.5 | 179.5 ± 32.7 | 0.85 | 174.1 ± 24.8 | 178.8 ± 29.6 | 0.38 |
| HDL‐C (mg/dL) | 52.4 ± 14.9 | 48.5 ± 11.1 | <0.05 | 50.4 ± 13.5 | 51.9 ± 11.2 | 0.51 |
| LDL (mg/dL) | 100.1 ± 28.0 | 101.1 ± 31.0 | 0.82 | 96.2 ± 21.0 | 100.4 ± 26.0 | 0.36 |
| Non‐HDL‐C (mg/dL) | 128.0 ± 29.8 | 131.2 ± 31.6 | 0.47 | 123.4 ± 24.9 | 127.0 ± 27.2 | 0.48 |
| Sulfonylurea dose (mg/day) | 1.3 ± 0.5 | 1.5 ± 0.8 | 0.06 | 1.3 ± 0.6 | 1.5 ± 0.9 | 0.32 |
| Glimepiride ( | 102 | 79 | 55 | 49 | ||
| Gliclazide ( | 4 | 15 | 3 | 9 | ||
| Glibenclamide ( | 0 | 0 | 0 | 0 | ||
| Antidiabetic medicine | ||||||
| Biguanide ( | 88 | 77 | 49 | 46 | ||
| DPP‐4 inhibitor ( | 84 | 77 | 32 | 47 | ||
| Thiazolidinedione ( | 24 | 14 | 9 | 9 | ||
| Alpha‐glucosidase inhibitor ( | 18 | 11 | 11 | 6 | ||
| Glinide ( | 0 | 0 | 0 | 0 | ||
| Insulin ( | 15 | 11 | 8 | 7 | ||
| GLP‐1 receptor agonist ( | 3 | 3 | 3 | 1 | ||
Values are shown as mean ± standard deviation, n or %. γ‐GTP, γ‐glutamyl transpeptidase; ACR, albumin/creatinine ratio; ALT, alanine aminotransferase; AST, aspartate aminotransferase; BMI, body mass index; DBP, diastolic blood pressure; Discontinuation group, the group that discontinued sulfonylurea; DPP‐4 inhibitor, dipeptidyl peptidase‐4 inhibitor; eGFR, estimated glomerular filtration rate; FPG, fasting plasma glucose; GLP‐1 receptor agonist, glucagon‐like peptide‐1 receptor agonist; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; HOMA‐β, homeostasis model assessment of β‐cell function; HOMA‐IR, homeostasis model assessment of insulin resistance; Ht, hematocrit; LDL, low‐density lipoprotein cholesterol; Low‐dose, the group that maintained sulfonylurea, but at the lowest dose; SBP, systolic blood pressure; T‐Cho, total cholesterol; TG, triglyceride; UA, uric acid.
Figure 2Proportion of patients with non‐exacerbation of glycated hemoglobin (HbA1c) in the group that discontinued sulfonylurea (Discontinuation group) compared with the group that maintained sulfonylurea, but at the lowest dose (Low‐dose group).
Comparison of the effects on other parameters evaluated in both groups before and after propensity matching
| Before propensity matching |
| After propensity matching |
| |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Discontinuation group ( | Low‐dose group ( | Discontinuation group ( | Low‐dose group ( | |||||||
| Baseline | End‐point | Baseline | End‐point | Baseline | End‐point | Baseline | End‐point | |||
| Bodyweight (kg) | 79.6 ± 16.4 | 75.1 ± 16.4** | 76.0 ± 14.6 | 73.4 ± 14.2** | <0.01 | 75.2 ± 12.0 | 70.8 ± 12.2** | 75.5 ± 14.3 | 72.6 ± 14.0** | <0.01 |
| BMI (kg/m2) | 29.1 ± 5.0 | 27.5 ± 5.1** | 27.9 ± 4.5 | 26.9 ± 4.3** | <0.01 | 27.7 ± 4.0 | 26.1 ± 4.0** | 27.7 ± 4.3 | 26.6 ± 4.1** | <0.01 |
| Waist circumference (cm) | 97.6 ± 11.0 | 93.8 ± 11.1** | 95.1 ± 10.3 | 91.9 ± 10.0** | 0.24 | 94.5 ± 8.0 | 90.1 ± 7.8** | 94.5 ± 10.4 | 91.7 ± 10.1** | 0.63 |
| SBP (mmHg) | 132.6 ± 14.5 | 126.8 ± 14.3** | 134.9 ± 15.9 | 130.9 ± 14.7* | 0.27 | 132.5 ± 12.9 | 125.9 ± 15.9** | 135.1 ± 17.8 | 131.8 ± 14.4 | 0.25 |
| DBP (mmHg) | 80.5 ± 11.6 | 75.8 ± 9.6** | 79.0 ± 10.7 | 78.0 ± 10.4 | <0.05 | 80.1 ± 9.2 | 75.2 ± 10.1** | 79.9 ± 11.7 | 77.9 ± 10.6 | 0.11 |
| FPG (mmol/L) | 8.2 ± 1.8 | 7.7 ± 1.7** | 8.8 ± 2.3 | 7.6 ± 1.5** | 0.05 | 8.4 ± 1.9 | 8.0 ± 1.9 | 8.3 ± 1.9 | 7.6 ± 1.3** | 0.21 |
| FPG (mg/dL) | 148.4 ± 33.2 | 138.8 ± 31.2** | 158.1 ± 41.0 | 137.5 ± 26.8** | 0.05 | 151.1 ± 35.0 | 143.3 ± 34.5 | 150.0 ± 35.0 | 135.9 ± 22.8** | 0.21 |
| HbA1c (%) | 7.51 ± 0.57 | 7.55 ± 0.62 | 7.62 ± 0.52 | 7.21 ± 0.59** | <0.01 | 7.60 ± 0.60 | 7.66 ± 0.65 | 7.54 ± 0.49 | 7.21 ± 0.51** | <0.01 |
| Insulin (μU/mL) | 10.1 ± 10.9 | 6.5 ± 4.9** | 12.5 ± 13.7 | 7.4 ± 5.9** | <0.05 | 10.3 ± 13.0 | 5.8 ± 3.6* | 8.7 ± 7.8 | 6.5 ± 6.0** | 0.83 |
| HOMA‐IR | 3.8 ± 4.7 | 2.3 ± 2.0** | 5.8 ± 7.7 | 2.5 ± 2.3** | <0.01 | 4.1 ± 5.6 | 2.1 ± 1.9 | 3.6 ± 4.6 | 2.3 ± 2.3* | 0.31 |
| HOMA‐β | 48.1 ± 49.6 | 35.2 ± 32.7* | 45.7 ± 47.3 | 40.0 ± 32.2 | 0.63 | 45.7 ± 53.3 | 28.2 ± 17.2* | 38.7 ± 36.3 | 32.1 ± 24.9 | 0.56 |
| UA (mg/dL) | 5.6 ± 1.3 | 5.1 ± 1.2** | 5.4 ± 1.2 | 5.1 ± 1.1** | 0.07 | 5.6 ± 1.3 | 5.2 ± 1.2** | 5.3 ± 1.2 | 5.0 ± 1.2** | 0.16 |
| AST (U/L) | 30.5 ± 14.7 | 24.0 ± 13.0** | 30.9 ± 18.9 | 25.8 ± 12.3** | 0.29 | 29.6 ± 13.5 | 22.3 ± 8.9** | 26.8 ± 11.7 | 23.7 ± 10.1** | <0.05 |
| ALT (U/L) | 38.7 ± 24.9 | 27.4 ± 19.3** | 40.4 ± 30.7 | 31.3 ± 21.4** | 0.48 | 37.7 ± 22.5 | 26.0 ± 16.2** | 34.5 ± 22.1 | 26.8 ± 16.5** | 0.16 |
| γ‐GTP (U/L) | 60.7 ± 64.9 | 44.1 ± 44.9** | 46.6 ± 37.0 | 39.3 ± 36.0** | <0.05 | 55.9 ± 58.6 | 38.6 ± 41.2** | 49.8 ± 43.4 | 41.4 ± 41.9** | 0.05 |
| Ht (%) | 43.4 ± 4.2 | 44.9 ± 4.9** | 44.2 ± 4.3 | 46.5 ± 3.9** | 0.14 | 43.6 ± 4.6 | 45.5 ± 5.4** | 43.8 ± 4.6 | 46.2 ± 4.1** | 0.25 |
| ACR (mg/g creatinine) | 91.7 ± 290.9 | 83.0 ± 330.6 | 99.3 ± 247.2 | 69.7 ± 132.3* | 0.46 | 74.0 ± 170.3 | 45.0 ± 80.6 | 124.1 ± 305.6 | 73.8 ± 148.1* | 0.50 |
| eGFR (mL/min/1.73 m2) | 80.8 ± 17.7 | 83.1 ± 17.9* | 75.4 ± 19.1 | 74.7 ± 19.2 | 0.10 | 79.0 ± 16.4 | 81.3 ± 17.7* | 74.4 ± 17.6 | 75.0 ± 18.0 | 0.27 |
| TG (mg/dL) | 139.8 ± 85.8 | 131.3 ± 69.3 | 152.3 ± 90.6 | 142.5 ± 95.2 | 0.83 | 138.5 ± 86.1 | 133.3 ± 68.2 | 136.0 ± 80.8 | 131.3 ± 89.5 | 0.95 |
| T‐Cho (mg/dL) | 180.3 ± 29.5 | 184.4 ± 30.2 | 179.5 ± 32.7 | 181.4 ± 34.2 | 0.74 | 174.1 ± 24.8 | 182.6 ± 29.3 | 178.8 ± 29.6 | 182.5 ± 33.3 | 0.63 |
| HDL‐C (mg/dL) | 52.4 ± 14.9 | 56.0 ± 15.0** | 48.5 ± 11.1 | 52.9 ± 13.8** | 0.26 | 50.4 ± 13.5 | 54.3 ± 14.2** | 51.9 ± 11.2 | 56.6 ± 14.4** | 0.54 |
| LDL (mg/dL) | 100.1 ± 28.0 | 101.9 ± 26.3 | 101.1 ± 31.0 | 100.2 ± 29.3 | 0.45 | 96.2 ± 21.0 | 101.4 ± 23.8 | 100.4 ± 26.0 | 100.1 ± 26.6 | 0.39 |
| Non‐HDL (mg/dL) | 128.0 ± 29.8 | 128.1 ± 30.3 | 131.2 ± 31.6 | 128.9 ± 33.4 | 0.37 | 123.4 ± 24.9 | 127.9 ± 28.6 | 127.0 ± 27.2 | 126.5 ± 32.5 | 0.35 |
Values are mean ± standard deviation. P‐values: mean changes from baseline to the end of the study between the discontinuation group and the low‐dose group. *P < 0.05 and **P < 0.01 between baseline and the end of the study. γ‐GTP, γ‐glutamyl transpeptidase; ACR, albumin/creatinine ratio; ALT, alanine aminotransferase; AST, aspartate aminotransferase; BMI, body mass index; DBP, diastolic blood pressure; Discontinuation group, the group that discontinued sulfonylurea; eGFR, estimated glomerular filtration TG, triglyceride; FPG, fasting plasma glucose; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; HOMA‐β, homeostasis model assessment of beta cell function; HOMA‐IR, homeostasis model assessment of insulin resistance; Ht, hematocrit; LDL, low‐density lipoprotein cholesterol; Low‐dose, the group that maintained sulfonylurea, but at the lowest dose; SBP, systolic blood pressure; T‐Cho, total cholesterol; UA, uric acid.
Logistic regression analysis to identify independent factors associated with non‐exacerbation of glycated hemoglobin in the group that discontinued sulfonylurea
| OR | 95% CI |
| |
|---|---|---|---|
| HDL‐C (mg/dL) | 0.90 | 0.84‐0.97 | <0.01 |
| Sulfonylurea dose (mg/day) | 0.09 | 0.01‐0.72 | <0.01 |
| Age (years) | 0.83 | 0.70‐0.99 | <0.01 |
| BMI (kg/m2) | 1.06 | 0.80‐1.34 | 0.69 |
| HbA1c (%) | 1.16 | 0.25‐5.35 | 0.85 |
R 2 = 0.3558. Logistic regression was adjusted for age, body mass index (BMI), glycated hemoglobin (HbA1c), high‐density lipoprotein cholesterol (HDL‐C) and sulfonylurea dose. 95% CI, 95% confidence interval; OR, odds ratio.
Cut‐off values of the independent factors associated with non‐exacerbation of glycated hemoglobin in the group that discontinued sulfonylurea
| Cut‐off value | AUC | Sensitivity (%) | Specificity (%) | |
|---|---|---|---|---|
| HDL‐C (mg/dL) | 48.0 | 0.78 | 63.6 | 85.7 |
| Sulfonylurea dose (mg/day) | 1.0 | 0.64 | 57.2 | 70.5 |
| Age (years) | 62.0 | 0.70 | 64.3 | 70.5 |
AUC, area under the receiver operating curve; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol.
Figure 3High‐density lipoprotein cholesterol (HDL‐C) as an independent factor associated with non‐exacerbation of glycated hemoglobin in the group that discontinued sulfonylurea. (a) Receiver operating characteristic (ROC) curves for the cut‐off value of HDL‐C to identify non‐exacerbation of glycated hemoglobin. (b) Relationship between HDL‐C and body mass index (BMI; r = −0.27, P < 0.05) in the group that discontinued sulfonylurea.
Treatment‐emergent adverse events
| Discontinuation group ( | Low‐dose group ( | Total ( | |
|---|---|---|---|
| Hypoglycemia | 7 (6.6) | 10 (10.6) | 17 (8.5) |
| Any adverse event | 4 (3.8) | 2 (2.1) | 6 (3.0) |
| Pruritus | 3 (2.8) | 1 (1.1) | 4 (2.0) |
| Pollakiuria | 2 (1.9) | 1 (1.1) | 3 (1.5) |
| Worsening of diabetes | 1 (0.9) | 1 (1.1) | 2 (1.0) |
| Rash | 1 (0.9) | 1 (1.1) | 2 (1.0) |
| Hunger sensation | 2 (2.1) | 2 (1.0) | |
| Fracture | 1 (0.9) | 1 (1.1) | 2 (1.0) |
| Genital infection | 1 (0.9) | 1 (0.5) | |
| Dehydration | 1 (1.1) | 1 (0.5) | |
| Palpitation | 1 (0.9) | 1 (0.5) | |
| Anacatesthesia | 1 (0.9) | 1 (0.5) |
Values are n (%) of patients. Discontinuation group, the group that discontinued sulfonylurea; Low‐dose, the group that maintained sulfonylurea, but at the lowest dose.