| Literature DB >> 29507611 |
Hiroki Nakajima1, Sadanori Okada1, Takako Mohri1, Eiichiro Kanda2,3, Naoyuki Inaba4, Yoko Hirasawa5, Hiroaki Seino6, Hisamoto Kuroda7, Toru Hiyoshi8, Tetsuji Niiya9, Hitoshi Ishii1.
Abstract
BACKGROUND: The benefits of sodium glucose cotransporters 2 (SGLT2) inhibitors in patients with type 2 diabetes mellitus include plasma glucose control, reduction in body weight and blood pressure, and low risk of hypoglycemia, although they may also cause genitourinary infections, polyuria, or volume depletion. It is not clear whether dapagliflozin, an SGLT2 inhibitor, improves treatment satisfaction among patients in a comprehensive way despite the negative side effects. This study assessed the effect of dapagliflozin on glycosylated hemoglobin (HbA1c), body weight, and treatment satisfaction in overweight patients with type 2 diabetes mellitus treated with oral hypoglycemic agents.Entities:
Keywords: Body weight; Dapagliflozin; Oral Hypoglycemic Agent-Questionnaire; Oral hypoglycemic agent; Patient reported outcome; Quality of life; SGLT2 inhibitors; Sodium glucose cotransporters 2 inhibitors; Treatment satisfaction; Type 2 diabetes mellitus
Year: 2018 PMID: 29507611 PMCID: PMC5831584 DOI: 10.1186/s13098-018-0313-x
Source DB: PubMed Journal: Diabetol Metab Syndr ISSN: 1758-5996 Impact factor: 3.320
Fig. 1Flowchart (FAS, full analysis set; OHA-Q, oral hypoglycemic agent questionnaire)
Baseline patient characteristics
| Variable | Values |
|---|---|
| Age (years) | 51.1 ± 9.4 |
| Sex | |
| Male | 123 (65.4) |
| Female | 65 (34.6) |
| Duration of diabetes (years) | 7.3 ± 4.9 |
| Body weight (kg) | 82.5 ± 14.6 |
| BMI (kg/m2) | 30.0 ± 4.4 |
| Systolic blood pressure (mmHg) | 132.3 ± 14.1 |
| Diastolic blood pressure (mmHg) | 80.6 ± 11.9 |
| HbA1c (NGSP, %) | 7.8 ± 0.7 |
| HbA1c (mmol/mol) | 62.1 ± 7.5 |
| Fasting plasma glucose (mg/dl) | 156.2 ± 39.6 |
| Current smokers | 50 (26.7) |
| Drinking | 89 (47.3) |
| eGFR (ml/min/1.73 m2) | |
| 90 ≤ | 65 (37.6) |
| 60 ≤, < 90 | 92 (53.2) |
| 45 ≤, < 60 | 15 (8.7) |
| < 45 | 1 (0.6) |
| Complications | |
| Diabetic retinopathy | 22 (11.8) |
| Simple | 13 (7.0) |
| Pre-proliferative | 3 (1.6) |
| Proliferative | 6 (3.2) |
| Diabetic nephropathy | 53 (28.2) |
| Diabetic neuropathy | 20 (10.6) |
| Macrovascular complications | 0 (0.0) |
| Kidney disease | 5 (2.7) |
| Liver disease | 51 (27.1) |
| Hypertension | 108 (57.4) |
| Dyslipidemia | 125 (66.5) |
| Oral hypoglycemic agents | 185 (98.4) |
| Sulphonylureas | 68 (36.2) |
| Biguanides | 137 (72.9) |
| α-Glucosidase inhibitors | 27 (14.4) |
| Glinides | 7 (3.7) |
| DPP-4 inhibitors | 129 (68.6) |
| Thiazolidinediones | 31 (16.5) |
| Antihypertensive agents | 102 (54.3) |
| Antidyslipidemic agents | 96 (51.1) |
| Antithrombotic agents | 6 (3.2) |
Data are shown as mean ± SD or as the number of patients (%)
HbA1c glycosylated hemoglobin, DPP-4 dipeptidyl peptidase-4
Factor analysis
| Items | Factor loading | ||
|---|---|---|---|
| Factor 1 | Factor 2 | Factor 3 | |
| 1. Missed dose |
| − 0.166 | 0.149 |
| 2. Difficulty swallowing |
| 0.272 | 0.161 |
| 3. Carrying and preparing for taking the agent |
| 0.034 | 0.158 |
| 4. People around the patient |
| − 0.015 | 0.218 |
| 5. Following the meal schedule |
| 0.058 | − 0.145 |
| 6. Interval between taking the agent and a meal |
| − 0.034 | − 0.140 |
| 7. Compliance with treatment schedule |
| 0.008 | − 0.088 |
| 8. Number of doses |
| 0.048 | 0.119 |
| 9. Taking the agent at a place other than home |
| 0.101 | 0.187 |
| 10. Desire to continue the treatment | 0.213 | − 0.044 |
|
| 11. Rumbling stomach | 0.297 |
| 0.031 |
| 12. Diarrhea | 0.142 |
| 0.014 |
| 13. Constipation | − 0.066 |
| − 0.078 |
| 14. Increase in body weight | − 0.159 |
| 0.109 |
| 15. Tendency to become hungry easily | 0.068 |
| 0.104 |
| 16. Nausea | 0.110 |
| − 0.040 |
| 17. Bodily swelling | 0.041 |
| − 0.103 |
| 18. Hypoglycemia | − 0.070 |
| 0.187 |
| 19. Frequent urination | 0.117 |
| 0.172 |
| 20. Thirst | 0.116 |
| 0.170 |
| 21. Discomfort with urination or genital pruritus | − 0.031 |
| 0.030 |
| 22. Glycemic control | − 0.133 | 0.105 |
|
| 23. Satisfaction with the current agent | 0.128 | 0.035 |
|
The principal factor method with three-factor promax rotation was applied; n = 188; Values of factor loadings attributed subscale are shown in italics
Cronbach’s α
| No. of items | Cronbach’s α coefficient | |
|---|---|---|
| Subscale 1: Treatment convenience | 9 | 0.87 |
| Subscale 2: Somatic symptom | 11 | 0.79 |
| Subscale 3: Satisfaction | 3 | 0.67 |
| Total | 23 | 0.88 |
n = 188
Scores of OHA-Q ver. 2
| Items | Baseline | Week 14 | Change | P value |
|---|---|---|---|---|
| 1. Missed dose | 2.05 ± 0.77 | 2.21 ± 0.73 | 0.16 ± 0.65 | < 0.001 |
| 2. Difficulty swallowing | 2.62 ± 0.59 | 2.71 ± 0.54 | 0.09 ± 0.55 | 0.026 |
| 3. Carrying and preparing for taking the agent | 2.29 ± 0.78 | 2.22 ± 0.83 | − 0.07 ± 0.73 | 0.20 |
| 4. People around the patient | 2.31 ± 0.85 | 2.31 ± 0.82 | 0.00 ± 0.60 | 1.00 |
| 5. Following the meal schedule | 1.81 ± 0.92 | 1.81 ± 0.92 | − 0.01 ± 0.79 | 0.93 |
| 6. Interval between taking the agent and a meal | 1.77 ± 0.94 | 1.75 ± 0.90 | − 0.02 ± 0.88 | 0.80 |
| 7. Compliance with treatment schedule | 1.90 ± 0.92 | 1.87 ± 0.89 | − 0.03 ± 0.80 | 0.59 |
| 8. Number of doses | 2.23 ± 0.77 | 2.36 ± 0.71 | 0.13 ± 0.73 | 0.018 |
| 9. Taking the agent at a place other than home | 2.10 ± 0.75 | 2.23 ± 0.73 | 0.13 ± 0.75 | 0.016 |
| 10. Desire to continue the treatment | 1.77 ± 0.81 | 1.89 ± 0.84 | 0.12 ± 0.85 | 0.06 |
| 11. Rumbling stomach | 1.95 ± 0.86 | 2.04 ± 0.87 | 0.09 ± 0.93 | 0.19 |
| 12. Diarrhea | 2.08 ± 0.85 | 2.29 ± 0.85 | 0.21 ± 0.94 | 0.003 |
| 13. Constipation | 2.05 ± 0.87 | 2.00 ± 0.99 | − 0.05 ± 0.86 | 0.40 |
| 14. Increase in body weight | 0.86 ± 0.91 | 1.48 ± 1.04 | 0.62 ± 1.01 | < 0.001 |
| 15. Tendency to become hungry easily | 1.73 ± 0.83 | 1.74 ± 0.82 | 0.02 ± 0.82 | 0.79 |
| 16. Nausea | 1.89 ± 0.95 | 2.13 ± 0.85 | 0.24 ± 0.87 | < 0.001 |
| 17. Bodily swelling | 1.83 ± 0.93 | 2.13 ± 0.85 | 0.30 ± 0.82 | < 0.001 |
| 18. Hypoglycemia | 2.00 ± 0.78 | 2.11 ± 0.75 | 0.11 ± 0.74 | 0.040 |
| 19. Frequent urination | 1.78 ± 0.84 | 1.57 ± 0.89 | − 0.20 ± 0.94 | 0.004 |
| 20. Thirst | 1.74 ± 0.79 | 1.66 ± 0.83 | − 0.07 ± 0.86 | 0.24 |
| 21. Discomfort with urination or genital pruritus | 2.22 ± 0.83 | 2.19 ± 0.82 | − 0.03 ± 0.89 | 0.62 |
| 22. Glycemic control | 1.43 ± 0.81 | 1.80 ± 0.71 | 0.37 ± 0.80 | < 0.001 |
| 23. Satisfaction with the current agent | 1.88 ± 0.68 | 2.10 ± 0.58 | 0.21 ± 0.70 | < 0.001 |
| Subscale 1: Treatment convenience | 19.09 ± 4.78 | 19.48 ± 4.97 | 0.39 ± 3.02 | 0.08 |
| Subscale 2: Somatic symptom | 20.14 ± 5.28 | 21.36 ± 5.42 | 1.22 ± 4.41 | < 0.001 |
| Subscale 3: Satisfaction | 5.09 ± 1.77 | 5.78 ± 1.67 | 0.70 ± 1.72 | < 0.001 |
| Total | 44.31 ± 9.43 | 46.62 ± 9.83 | 2.31 ± 6.60 | < 0.001 |
Data are shown as mean ± SD; n = 188; subscale 1: treatment convenience (score range 0–27); subscale 2: somatic symptom (score range 0–33); subscale 3: satisfaction (score range 0–9); total (score range 0–69)
OHA-Q Oral Hypoglycemic Agent-Questionnaire
Correlations between changes in HbA1c, body weight, and OHA-Q ver. 2 scores
| Variable 1 | Variable 2 |
| Correlation coefficient | |
|---|---|---|---|---|
| HbA1c change | Subscale 1 score change | 178 | 0.07 | 0.37 |
| Subscale 2 score change | 178 | 0.05 | 0.54 | |
| Subscale 3 score change | 178 | − 0.19 | 0.011 | |
| Total score change | 178 | 0.01 | 0.89 | |
| Body weight change | Subscale 1 score change | 160 | − 0.07 | 0.36 |
| Subscale 2 score change | 160 | − 0.12 | 0.14 | |
| Subscale 3 score change | 160 | − 0.22 | 0.005 | |
| Total score change | 160 | − 0.17 | 0.035 |
All of the variable 2 entries are scores of OHA-Q ver. 2; correlation coefficients and P values are the Spearman’s rank correlation coefficient; subscale 1: treatment convenience; subscale 2: somatic symptom; subscale 3: satisfaction
HbA1c glycosylated hemoglobin, OHA-Q Oral Hypoglycemic Agent-Questionnaire
Clinical parameters
| Parameters | Baseline | Week 14 | Change | |
|---|---|---|---|---|
| HbA1c (NGSP, %) | 7.8 ± 0.7 (184) | 7.3 ± 0.8 (181) | − 0.6 ± 0.7 (178) | < 0.001 |
| HbA1c (mmol/mol) | 62.1 ± 7.5 (184) | 55.9 ± 8.7 (181) | − 6.2 ± 7.5 (178) | < 0.001 |
| Fasting plasma glucose (mg/dl) | 156.2 ± 39.6 (136) | 137.2 ± 29.9 (147) | − 18.5 ± 39.5 (126) | < 0.001 |
| Body weight (kg) | 82.5 ± 14.6 (175) | 80.7 ± 14.8 (173) | − 2.3 ± 2.8 (160) | < 0.001 |
| BMI (kg/m2) | 30.0 ± 4.4 (175) | 29.3 ± 4.4 (172) | − 0.8 ± 1.0 (160) | < 0.001 |
| Abdominal circumference (cm) | 100.0 ± 11.6 (184) | 98.3 ± 11.1 (178) | − 1.7 ± 4.5 (175) | < 0.001 |
| Body fat percentage (%) | 33.5 ± 7.7 (172) | 33.7 ± 7.9 (172) | − 0.4 ± 2.4 (156) | 0.06 |
| Body fat (kg) | 27.8 ± 8.8 (172) | 27.4 ± 9.1 (171) | − 1.0 ± 2.7 (156) | < 0.001 |
| Lean body mass (kg) | 54.8 ± 10.9 (172) | 53.3 ± 10.8 (171) | − 1.3 ± 2.3 (156) | < 0.001 |
| Muscle mass (kg) | 51.8 ± 10.4 (172) | 50.5 ± 10.3 (172) | − 1.2 ± 2.2 (156) | < 0.001 |
| Body water (kg) | 36.7 ± 6.3 (172) | 35.8 ± 6.4 (172) | − 0.8 ± 1.9 (156) | < 0.001 |
| Bone mass (kg) | 3.0 ± 0.5 (172) | 2.9 ± 0.5 (171) | − 0.1 ± 0.2 (156) | < 0.001 |
| Basal metabolic rate (kcal) | 1585.8 ± 296.2 (172) | 1543.2 ± 292.4 (171) | − 41.5 ± 73.0 (156) | < 0.001 |
| TC (mg/dl) | 184.9 ± 33.1 (146) | 185.9 ± 32.0 (158) | − 0.1 ± 24.9 (141) | 0.94 |
| HDL-C (mg/dl) | 47.1 ± 11.1 (166) | 47.9 ± 10.9 (169) | 0.9 ± 6.3 (158) | 0.08 |
| LDL-C (mg/dl) | 108.3 ± 29.8 (129) | 108.5 ± 27.1 (141) | − 1.1 ± 22.0 (118) | 0.59 |
| TG (mg/dl) | 135.0 [99.0, 178.0] (133) | 127.0 [93.0, 174.0] (145) | 0.0 [− 30.0, 21.0] (123) | 0.35 |
| AST (IU/l) | 32.5 ± 18.4 (171) | 27.4 ± 14.0 (167) | − 5.1 ± 12.9 (160) | < 0.001 |
| ALT (IU/l) | 46.0 ± 30.4 (171) | 37.6 ± 26.2 (167) | − 8.4 ± 19.2 (161) | < 0.001 |
| γGTP (IU/l) | 43.0 [29.0, 69.0] (157) | 33.0 [24.0, 56.0] (153) | − 6.0 [− 18.0, 0.0] (147) | < 0.001 |
| Serum creatinine (mg/dl) | 0.72 ± 0.19 (173) | 0.75 ± 0.20 (168) | 0.02 ± 0.09 (162) | 0.001 |
| Uric acid (mg/dl) | 5.5 ± 1.5 (169) | 5.1 ± 1.3 (174) | − 0.4 ± 0.8(162) | < 0.001 |
| Amylase (IU/l) | 62.2 ± 33.0 (116) | 66.6 ± 33.8 (120) | 3.3 ± 16.4 (104) | 0.040 |
| RBC (× 104/μl) | 487.0 ± 47.5 (160) | 509.5 ± 45.6 (161) | 23.0 ± 25.3 (151) | < 0.001 |
| WBC (/μl) | 7211.7 ± 1760.1 (160) | 7174.3 ± 1856.8 (161) | 27.5 ± 1369.5 (151) | 0.81 |
| Hemoglobin (g/dl) | 14.5 ± 1.6 (160) | 15.1 ± 1.6 (161) | 0.6 ± 0.8 (151) | < 0.001 |
| Hematocrit (%) | 43.5 ± 4.2 (160) | 45.8 ± 4.5 (161) | 2.4 ± 2.6 (151) | < 0.001 |
| Platelet (× 104/μl) | 24.3 ± 6.5 (160) | 24.4 ± 6.4 (161) | 0.1 ± 3.2 (151) | 0.76 |
| Urinary albumin/Cr (mg/g Cr) | 14.9 [7.8, 32.4] (105) | 16.0 [7.7, 34.5] (110) | 0.3 [− 5.5, 7.0] (85) | 0.64 |
| Urinary albumin (mg/l) | 16.6 [4.6, 47.6] (50) | 13.3 [7.0, 39.6] (60) | − 2.2 [− 12.4, 0.7] (41) | 0.07 |
| Urinary creatinine (mg/dl) | 129.0 ± 73.7 (48) | 89.8 ± 47.3 (63) | − 33.2 ± 76.3 (42) | 0.007 |
| Systolic blood pressure (mmHg) | 132.3 ± 14.1 (183) | 129.8 ± 14.5 (181) | − 2.7 ± 13.7 (178) | 0.011 |
| Diastolic blood pressure (mmHg) | 80.6 ± 11.9 (183) | 79.0 ± 12.2 (181) | − 1.6 ± 10.4 (178) | 0.047 |
Data are shown as mean ± SD (n) with P values by one-sample t-test, or median [Q1, Q3] (n) with P values by Wilcoxon signed-rank test
HbA1c glycosylated hemoglobin, NGSP national glycohemoglobin standardization program, BMI body mass index, TC total cholesterol, HDL-C high density lipoprotein cholesterol, LDL-C low density lipoprotein cholesterol, TG triglyceride, AST aspartate aminotransferase, ALT alanine aminotransferase, γGTP γ-glutamyl transpeptidase, RBC red blood cells, WBC white blood cells