| Literature DB >> 29660782 |
Takashi Sasaki1, Masahiro Sugawara2, Masahiro Fukuda3.
Abstract
AIMS/Entities:
Keywords: Dual-energy X-ray absorption; Skeletal muscle; Visceral fat
Mesh:
Substances:
Year: 2018 PMID: 29660782 PMCID: PMC6319483 DOI: 10.1111/jdi.12851
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Demographics (efficacy analysis set)
| Age (years) | 53.5 ± 8.04 |
| Body height (cm) | 167 ± 8.54 |
| Duration of disease (years) | 5.70 ± 4.74 |
| Sex | |
| Male ( | 27 |
| Female ( | 10 |
| Medications | |
| Absent ( | 9 |
| Present ( | 28 |
| No. patients by concomitant medication | |
| Only sulfonylurea | 1 |
| Only biguanide | 6 |
| Only dipeptidyl peptidase‐4 inhibitor | 8 |
| Sulfonylurea + biguanide | 3 |
| Biguanide + dipeptidyl peptidase‐4 inhibitor | 7 |
| Sulfonylurea + biguanide + dipeptidyl peptidase‐4 inhibitor | 2 |
| Biguanide + other | 1 |
| Diabetic complications | |
| Absent ( | 27 |
| Present ( | 10 |
| No. patients by diabetic complication | |
| Diabetic nephropathy | 5 |
| Diabetic neuropathy | 1 |
| Diabetic retinopathy | 6 |
| Coexisting diseases | |
| Absent ( | 15 |
| Present ( | 22 |
| No. patients by coexisting disease (some counted multiple times) | |
| Hypertension | 16 |
| Ischemic heart disease | 1 |
| Dyslipidemia | 17 |
| Hepatic steatosis | 4 |
Data are shown as mean ± standard deviation. †Biguanide + sodium–glucose cotransporter 2 inhibitor + mitiglinide and voglibose. ‡Phase of diabetic nephropathy: four patients in phases 1 or 2, one patient in phase 3, no patients in phases 4 or 5. §Phase of diabetic retinopathy: three patients with simple retinopathy, one patient with pre‐proliferative retinopathy, no patient with proliferative retinopathy and two patients in an unknown phase.
Changes in the clinical parameters
|
| Baseline | Change from the baseline | |||||
|---|---|---|---|---|---|---|---|
| Week 24 | Week 52 | ||||||
| Glycemic control | FPG (mmol/L) | 37 | 9.47 ± 2.47 | −1.54 ± 1.58 |
| −1.86 ± 1.70 |
|
| HbA1c (%) | 37 | 7.74 ± 0.731 | −0.514 ± 0.658 |
| −0.549 ± 0.570 |
| |
| F‐IRI (pmol/L) | 37 | 117 ± 110 | −35.8 ± 86.0 |
| −36.1 ± 71.7 |
| |
| F‐CPR (nmol/L) | 37 | 0.777 ± 0.492 | −0.124 ± 0.361 |
| −0.159 ± 0.346 |
| |
| Serum lipids | HDL‐C (mmol/L) | 37 | 1.37 ± 0.381 | 0.0657 ± 0.272 | 0.0839 ± 0.254 |
| |
| TG (mmol/L) | 37 | 2.25 ± 2.25 | −0.314 ± 2.37 |
| −0.597 ± 2.01 |
| |
| LDL‐C (mmol/L) | 37 | 3.19 ± 0.768 | 0.121 ± 0.649 | 0.161 ± 0.670 | |||
| FFA (μmol/L) | 37 | 602 ± 194 | 73.8 ± 268 | 64.3 ± 314 | |||
| Blood ketones | Acetoacetate (μmol/L) | 37 | 36.5 ± 30.7 | 45.1 ± 112 |
| 50.2 ± 104 |
|
| β‐hydroxybutyrate (μmol/L) | 37 | 74.7 ± 78.9 | 124 ± 373 |
| 137 ± 338 |
| |
| pressure/pulse rate | SBP (mmHg) | 37 | 134 ± 13.7 | −2.19 ± 11.3 | −2.16 ± 13.2 | ||
| DBP (mmHg) | 37 | 82.1 ± 10.9 | −2.59 ± 10.0 | −3.49 ± 9.70 |
| ||
| Pulse (beat/min) | 37 | 76.5 ± 11.2 | 0.486 ± 11.0 | 0.595 ± 8.62 | |||
| Hematology | RBC (×1012/L) | 37 | 4.92 ± 0.400 | 0.200 ± 0.215 |
| 0.265 ± 0.259 |
|
| Hemoglobin (g/L) | 37 | 148 ± 13.9 | 4.11 ± 7.91 |
| 6.32 ± 7.19 |
| |
| Hematocrit (L/L) | 37 | 0.441 ± 0.0396 | 0.0189 ± 0.0234 |
| 0.0235 ± 0.0227 |
| |
| Biochemistry | BUN (mmol/L) | 37 | 4.52 ± 1.20 | 0.540 ± 0.936 |
| 0.521 ± 0.935 |
|
| Creatinine (μmol/L) | 37 | 64.0 ± 17.0 | 0.0478 ± 5.77 | −0.239 ± 5.64 | |||
| eGFR (mL/min/1.73 m2) | 37 | 86.9 ± 21.2 | −0.462 ± 9.10 | −0.481 ± 8.92 | |||
| AST (U/L) | 37 | 28.6 ± 11.6 | −4.14 ± 7.88 |
| −3.73 ± 8.61 |
| |
| ALT (U/L) | 37 | 36.6 ± 18.8 | −9.14 ± 13.3 |
| −7.65 ± 15.8 |
| |
| Adiponectin (mg/L) | 37 | 5.74 ± 1.97 | 0.446 ± 1.34 |
| 0.151 ± 1.24 | ||
| Urinalysis | Urine albumin corrected by creatinine (mg/g Cr) | 37 | 85.8 ± 193 | −25.4 ± 111 |
| −13.0 ± 67.9 | |
| Albumin excretion (g/24 h) | 20 | 0.106 ± 0.283 | −0.0396 ± 0.105 |
| 0.0122 ± 0.116 | ||
| Urine output (L/24 h) | 20 | 1.71 ± 1.04 | 0.430 ± 0.949 |
| 0.751 ± 1.68 |
| |
| Urine glucose excretion (mmol/24 h) | 20 | 120 ± 161 | 402 ± 258 |
| 426 ± 273 |
| |
†Baseline n = 22. For each clinical parameter, the baseline value and the mean changes from the baseline are presented with standard deviations. The change at each time‐point was compared with the baseline value using the Wilcoxon signed‐rank test and a significant difference is marked with ***P < 0.001, **P < 0.01 or *P < 0.05. ALT, alanine aminotransferase; AST, aspartate aminotransferase; BUN, blood urea nitrogen; DBP, diastolic blood pressure; F‐CPR: fasting plasma C‐peptide immunoreactivity; eGFR, estimated glomerular filtration rate; FFA, free fatty acid; F‐IRI: fasting plasma insulin; FPG: fasting plasma glucose; HDL‐C, high‐density lipoprotein cholesterol; LDL‐C, low‐density lipoprotein cholesterol; RBC, red blood cells; SBP, systolic blood pressure; TG, triglyceride; Urine albumin, result obtained with morning urine and corrected by creatinine; Urine output, 24‐h pooled urine (1/50 proportional sampling).
Figure 1Changes in the bodyweight, body mass index and abdominal circumference. Mean changes from the baseline (bodyweight 78.6 ± 13.3 kg, BMI 28.0 ± 3.4, abdominal circumference 94.4 ± 9.0 cm) are presented with standard deviations. The change at each time‐point was compared with the baseline value, using the Wilcoxon signed‐rank test, and a significant difference is marked with ***P < 0.001, **P < 0.01 or *P < 0.05. The change at week 24 was also compared with that at week 52 using the Wilcoxon signed‐rank test, and an insignificant difference is marked with NS (not significant).
Figure 2Changes in the body components. Mean changes from the baseline (total fat mass 23.5 ± 5.9 kg, lean mass 53.1 ± 10.4 kg, skeletal muscle mass index 7.74 ± 1.23 kg/m2, visceral fat area 161.6 ± 52.9 cm2, subcutaneous fat area 214.7 ± 84.5 cm2) are presented with standard deviations. In the graph of total fat mass + lean mass, the means of the total fat mass are shaded in gray and the means of the lean mass are shaded in light gray. The total fat mass and lean mass data were derived from DXA measurements, visceral fat area and subcutaneous area data were determined from abdominal computed tomography images, and skeletal muscle mass index data were calculated from dual‐energy X‐ray absorptiometry measurements. The change at each time‐point was compared with the baseline value using the Wilcoxon signed‐rank test, and a significant difference is marked with ***P < 0.001, **P < 0.01, or *P < 0.05. The change at week 24 was also compared with that at week 52 using the Wilcoxon signed‐rank test and an insignificant difference is marked with NS (not significant).
Changes in the body components
| Baseline | Week 24 | Week 52 | |
|---|---|---|---|
| Bodyweight (kg) | |||
| Observed value | 78.6 (74.1 to 83.0) | 76.0 (71.5 to 80.4) | 75.5 (71.1 to 79.8) |
| Difference from the baseline | – | −2.63 (−3.51 to −1.75) | −3.13 (−4.15 to −2.11) |
| BMI (kg/m2) | |||
| Observed value | 28.0 (26.9 to 29.1) | 27.1 (25.9 to 28.2) | 26.9 (25.8 to 28.0) |
| Difference from the baseline | – | −0.946 (−1.26 to −0.629) | −1.11 (−1.46 to −0.753) |
| Abdominal circumference (cm) | |||
| Observed value | 94.4 (91.4 to 97.4) | 92.4 (89.3 to 95.6) | 92.2 (89.0 to 95.3) |
| Difference from the baseline | – | −1.93 (−2.96 to −0.910) | −2.21 (−3.27 to −1.15) |
| Total fat mass (kg) | |||
| Observed value | 23.5 (21.5 to 25.5) | 21.2 (19.4 to 23.1) | 21.2 (19.4 to 23.0) |
| Difference from the baseline | – | −1.97 (−2.66 to −1.28) | −1.96 (−2.84 to −1.09) |
| Lean mass (kg) | |||
| Observed value | 53.1 (49.6 to 56.6) | 52.1 (48.6 to 55.6) | 51.9 (48.3 to 55.5) |
| Difference from the baseline | – | −0.798 (−1.36 to −0.236) | −0.992 (−1.50 to −0.486) |
| Bone mineral content (g) | |||
| Observed value | 2,446 (2,274 to 2,617) | 2,415 (2,245 to 2,584) | 2,419 (2,250 to 2,588) |
| Difference from the baseline | – | −15.3 (−31.9 to 1.28) | −11.4 (−28.5 to 5.73) |
| Skeletal muscle mass index (kg/m2) | |||
| Observed value | 7.74 (7.32 to 8.16) | 7.59 (7.18 to 8.00) | 7.53 (7.10 to 7.96) |
| Difference from the baseline | – | −0.113 (−0.261 to 0.0351) | −0.155 (−0.287 to −0.0237) |
| Visceral fat area (cm2) | |||
| Observed value | 162 (144 to 179) | 150 (133 to 167) | 151 (131 to 170) |
| Difference from the baseline | – | −11.2 (−22.3 to −0.132) | −9.59 (−20.6 to 1.38) |
| Subcutaneous fat area (cm2) | |||
| Observed value | 215 (187 to 243) | 204 (173 to 235) | 200 (173 to 228) |
| Difference from the baseline | – | −17.3 (−32.8 to −1.75) | −18.1 (−27.3 to −8.87) |
Data presented as mean (95% confidence interval): not applicable, n for each measurement. Refer to Table S8. ***P < 0.001, **P < 0.01 or *P < 0.05.
Correlation of the change in the (a) total fat mass during treatment with the clinical parameters, (b) Correlation of the change in the visceral fat area during treatment with the clinical parameters
| Correlation with the change in the total fat mass (Spearman's rank‐order correlation analysis) | |||||||
|---|---|---|---|---|---|---|---|
| Week 24 | Week 52 | ||||||
|
| Correlation coefficient |
|
| Correlation coefficient |
| ||
| (a) | |||||||
| Bodyweight (kg) | 36 | 0.287 | 0.089 | 36 |
|
| |
| Abdominal circumference (cm) | 36 |
|
| 36 |
|
| |
| BMI (kg/m2) | 36 |
|
| 36 |
|
| |
| Glucose metabolism | FPG (mmol/L) | 36 | −0.0287 | 0.868 | 36 | 0.264 | 0.120 |
| HbA1c (%) | 36 | 0.0459 | 0.791 | 36 | 0.0966 | 0.577 | |
| F‐IRI (pmol/L) | 36 | −0.0646 | 0.710 | 36 | 0.130 | 0.453 | |
| F‐CPR (nmol/L) | 36 | 0.133 | 0.440 | 36 | 0.268 | 0.114 | |
| Body component | Lean mass (kg) | 36 | −0.153 | 0.374 | 36 | −0.0891 | 0.608 |
| SMI (kg/m2) | 36 | −0.252 | 0.139 | 36 | 0.0831 | 0.632 | |
| Visceral fat area (cm2) | 31 | 0.121 | 0.520 | 34 | 0.218 | 0.217 | |
| Subcutaneous fat area (cm2) | 31 |
|
| 34 |
|
| |
| HDL‐C (mmol/L) | 36 | −0.200 | 0.245 | 36 | −0.149 | 0.388 | |
| TG (mmol/L) | 36 | −0.209 | 0.223 | 36 | 0.00103 | 0.995 | |
| FFA (μmol/L) | 36 |
|
| 36 | 0.222 | 0.195 | |
| Acetoacetate (μmol/L) | 36 |
|
| 36 | 0.0897 | 0.605 | |
| β‐hydroxybutyrate (μmol/L) | 36 |
|
| 36 | 0.100 | 0.563 | |
| Urine glucose excretion (mmol/24 h) | 19 | −0.0842 | 0.735 | 19 | 0.140 | 0.572 | |
The correlation of the change from the baseline in the (a) total fat mass (dual‐energy X‐ray absorptiometry) or (b) visceral fat area (determined from computed tomography image) at each time‐point with the changes in each clinical parameter was evaluated using Spearman's rank‐order correlation. ***P < 0.001, **P < 0.01 or *P < 0.05. Significant difference at P < 0.05. Data with significant difference are shown in bold. F‐CPR, fasting plasma C‐peptide immunoreactivity; FFA, free fatty acid; F‐IRI, fasting plasma insulin; FPG, fasting plasma glucose; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; SMI, skeletal muscle mass index; TG, triglyceride.
Correlation of the change in the (a) total fat mass during treatment with the clinical parameters at the baseline, (b) visceral fat area during treatment with the clinical parameters at the baseline
| Baseline value | Correlation with the change in the total fat mass (Spearman's rank‐order correlation analysis) | ||||||
|---|---|---|---|---|---|---|---|
| Change at week 24 | Change at week 52 | ||||||
|
| Correlation coefficient |
|
| Correlation coefficient |
| ||
| (a) | |||||||
| Bodyweight (kg) | 36 | 0.0555 | 0.750 | 36 | −0.0915 | 0.598 | |
| Abdominal circumference (cm) | 36 | 0.0417 | 0.810 | 36 | −0.131 | 0.449 | |
| BMI (kg/m2) | 36 | −0.113 | 0.514 | 36 | −0.153 | 0.376 | |
| Glucose metabolism | FPG (mmol/L) | 36 | −0.000644 | 0.997 | 36 | −0.116 | 0.504 |
| HbA1c (%) | 36 | −0.235 | 0.169 | 36 | −0.217 | 0.204 | |
| F‐IRI (pmol/L) | 36 | −0.143 | 0.408 | 36 | −0.0435 | 0.802 | |
| F‐CPR (nmol/L) | 36 | −0.241 | 0.158 | 36 | −0.101 | 0.562 | |
| Body component | Total fat mass (kg) | 36 | −0.325 | 0.053 | 36 | − |
|
| Lean mass (kg) | 36 | 0.156 | 0.366 | 36 | 0.00180 | 0.991 | |
| Fat/lean ratio | 36 | − |
| 36 | −0.315 | 0.061 | |
| SMI (kg/m2) | 36 | 0.131 | 0.450 | 36 | −0.0716 | 0.680 | |
| Visceral fat area (cm2) | 36 | 0.170 | 0.323 | 36 | 0.238 | 0.162 | |
| Subcutaneous fat area (cm2) | 36 | −0.178 | 0.300 | 36 | − |
| |
| HDL‐C (mmol/L) | 36 | 0.220 | 0.198 | 36 | 0.254 | 0.136 | |
| TG (mmol/L) | 36 | 0.287 | 0.090 | 36 | 0.0395 | 0.820 | |
| FFA (μmol/L) | 36 | 0.0667 | 0.701 | 36 | 0.0189 | 0.913 | |
| Acetoacetate (μmol/L) | 36 | 0.0463 | 0.789 | 36 | 0.0117 | 0.946 | |
| β‐hydroxybutyrate (μmol/L) | 36 | −0.0669 | 0.700 | 36 | −0.0422 | 0.808 | |
| Urine glucose excretion (mmol/24 h) | 21 | −0.174 | 0.455 | 21 | − |
| |
To investigate the baseline clinical parameters that correlate with the change in the total fat mass or visceral fat area, the change from the baseline in the (a) total fat mass or (b) visceral fat area at week 24 and week 52 was evaluated for the correlation with the baseline value of each clinical parameter, using Spearman's rank‐order correlation. ***P < 0.001, **P < 0.01 or *P < 0.05. Significant difference at P < 0.05. Data with significant difference are shown in bold. BMI, body mass index; F‐CPR, fasting plasma C‐peptide immunoreactivity; F‐CPR, fasting plasma C‐peptide immunoreactivity; FFA, free fatty acid; F‐IRI, fasting plasma insulin; FPG, fasting plasma glucose; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; SMI, skeletal muscle mass index; TG, triglyceride.
Figure 3Correlation of the individual changes in the visceral fat area with the visceral fat area at the baseline. The changes in the visceral fat area at week 24 in individual patients showed a significant negative correlation with the respective visceral fat area levels at the baseline (r = −0.457, P = 0.0085). In particular, the visceral fat area at week 24 was decreased in all the patients in whom the baseline visceral fat area was ≥187 cm2.