| Literature DB >> 30077183 |
Jun Murai1,2, Hitoshi Nishizawa3, Akihito Otsuka2, Shiro Fukuda1, Yoshimitsu Tanaka1, Hirofumi Nagao1, Yasuna Sakai2, Masahide Suzuki2, Shinji Yokota2, Hidetoshi Tada4, Mayumi Doi5, Yuya Fujishima1, Shunbun Kita1,6, Tohru Funahashi1, Norikazu Maeda1,7, Tadashi Nakamura2, Iichiro Shimomura1.
Abstract
BACKGROUND: Although obesity-related type 2 diabetes mellitus (T2DM) and sarcopenia in the elderly have been increasing worldwide, the associations among visceral fat accumulation, skeletal muscle indices (mass, strength, and quality) and cardiovascular diseases in T2DM remain poorly investigated.Entities:
Keywords: Cardiovascular disease; Grip strength; Motor nerve conduction velocity; Muscle quality; Sarcopenia; Skeletal muscle index; Type 2 diabetes; Visceral fat accumulation
Mesh:
Year: 2018 PMID: 30077183 PMCID: PMC6076400 DOI: 10.1186/s12933-018-0755-3
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Simple regression analyses of the factors associated with muscle quality
| Simple linear regression model | ||
|---|---|---|
| r | ||
| Age (years) | − 0.185 |
|
| Duration of diabetes (years) | − 0.191 |
|
| BMI (kg/m2) | − 0.350 | |
| eVFA (cm2) | − 0.266 | |
| Systolic BP (mmHg) | − 0.062 | 0.407 |
| Diastolic BP (mmHg) | 0.085 | 0.255 |
| HbA1c (%) | 0.103 | 0.173 |
| Serum C-peptide (ng/ml) | − 0.126 | 0.091 |
| ALT (U/l) | 0.062 | 0.404 |
| UA (mg/dl) | − 0.002 | 0.981 |
| eGFR (ml/min) | 0.245 |
|
| HDL-C (mg/dl) | 0.129 | 0.081 |
| TG (mg/dl) | 0.120 | 0.105 |
| LDL-C (mg/dl) | 0.204 |
|
| hs-CRP (mg/dl) | − 0.097 | 0.205 |
| Adiponectin (μg/ml) | − 0.071 | 0.341 |
| BNP (pg/ml) | 0.088 | 0.242 |
| CCA max IMT (mm) | − 0.159 |
|
| PWV (m/s) | − 0.196 |
|
| MCV (m/s) | 0.303 | |
Multiple regression analysis of the factors associated with muscle quality
| Multiple regression model | ||
|---|---|---|
| Std β | ||
| Age (years) | − 0.048 | 0.599 |
| Sex | 0.405 | |
| Duration of diabetes (years) | − 0.094 | 0.270 |
| eVFA (cm2) | − 0.348 | |
| eGFR (ml/min) | − 0.085 | 0.320 |
| LDL-C (mg/dl) | 0.081 | 0.270 |
| CCA max IMT (mm) | − 0.116 | 0.120 |
| PWV (m/s) | − 0.127 | 0.140 |
| MCV (m/s) | 0.301 | |
Clinical features of type 2 diabetic patients with visceral fat accumulation and low muscle quality
| Visceral fat accumulation (−) group | Visceral fat accumulation (+) group | |||||
|---|---|---|---|---|---|---|
| Muscle quality | Muscle quality | |||||
| High group | Low group | High group | Low group | |||
| n (males/females) | 36 (25/11) | 18 (8/10) | 0.087a | 56 (46/10) | 73 (47/26) |
|
| Age (years) | 65.5 ± 11.4 | 74.3 ± 7.7 | 0.005 | 61.4 ± 13.3 | 64.4 ± 12.5 | 0.192 |
| Duration of diabetes (years) | 5 (0–30) | 20 (8–29) | 0.344 | 5 (1–13) | 12 (6–21) |
|
| BMI (kg/m2) | 20.0 ± 2.4 | 21.5 ± 2.7 |
| 26.5 ± 3.8 | 27.9 ± 4.0 |
|
| WC (cm) | 79.3 ± 6.7 | 83.3 ± 8.5 | 0.066 | 97.8 ± 10.3 | 100.5 ± 10.5 | 0.125 |
| eVFA (cm2) | 63.3 ± 21.7 | 75.1 ± 21.5 | 0.067 | 164.8 ± 39.7 | 168.9 ± 40.0 | 0.565 |
| Grip strength (kg) | 24.8 ± 7.7 | 13.4 ± 5.4 | 30.9 ± 8.0 | 20.0 ± 7.8 | ||
| Skeletal mass index (kg/m2) | 6.3 ± 0.9 | 6.0 ± 0.9 | 0.213 | 7.4 ± 0.9 | 7.4 ± 1.2 | 0.945 |
| Systolic BP (mmHg) | 131.7 ± 24.1 | 140.0 ± 22.2 | 0.224 | 130.2 ± 15.3 | 130.9 ± 18.6 | 0.831 |
| Diastolic BP (mmHg) | 77.0 ± 11.5 | 72.9 ± 9.4 | 0.196 | 77.8 ± 11.0 | 76.0 ± 13.4 | 0.414 |
| HbA1c (%) | 9.6 ± 2.2 | 10.1 ± 3.5 | 0.605 | 9.9 ± 1.9 | 9.2 ± 1.7 |
|
| Serum C-peptide (ng/ml) | 1.2 ± 0.8 | 1.9 ± 1.8 | 0.058 | 2.0 ± 1.4 | 1.9 ± 1.2 | 0.679 |
| ALT (U/l) | 29.2 ± 37.6 | 21.1 ± 12.8 | 0.380 | 35.2 ± 26.3 | 31.5 ± 33.8 | 0.580 |
| UA (mg/dl) | 4.5 ± 1.6 | 5.0 ± 1.6 | 0.355 | 5.6 ± 1.3 | 5.4 ± 1.6 | 0.394 |
| eGFR (ml/min) | 76.8 ± 31.9 | 57.0 ± 26.5 |
| 72.9 ± 26.0 | 61.1 ± 26.6 |
|
| HDL-C (mg/dl) | 57.3 ± 23.1 | 47.9 ± 17.4 | 0.135 | 45.0 ± 13.3 | 41.1 ± 12.5 | 0.090 |
| TG (mg/dl) | 123 (82–173) | 116 (82–167) | 0.890 | 187 (127–267) | 152 (113–213) | 0.077 |
| LDL-C (mg/dl) | 101.7 ± 33.9 | 91.1 ± 38.5 | 0.306 | 119.4 ± 38.3 | 102.7 ± 34.4 |
|
| hs-CRP (mg/dl) | 0.1 (0.0–0.2) | 0.2 (0.1–0.6) | 0.153 | 0.1 (0.1–0.4) | 0.1 (0.1–0.4) | 0.301 |
| Adiponectin (μg/ml) | 11.3 (7.3–16.9) | 8.2 (6.5–15.7) | 0.878 | 5.3 (3.7–8.2) | 6.6 (4.8–10.6) |
|
| BNP (pg/ml) | 22.4 (15.0–59.5) | 28.0 (15.1–49.9) | 0.302 | 10.7 (4.9–21.7) | 16.4 (8.1–29.8) | 0.726 |
| CCA max IMT (mm) | 0.8 ± 0.4 | 1.3 ± 0.8 |
| 0.9 ± 0.4 | 0.9 ± 0.4 | 0.505 |
| PWV (m/s) | 1791 ± 463 | 2051 ± 370 | 0.054 | 1744 ± 329 | 1814 ± 358 | 0.262 |
| MCV (m/s) | 50.2 ± 3.7 | 48.3 ± 4.1 | 0.100 | 50.8 ± 3.9 | 48.5 ± 4.9 |
|
| Hypertension | 58% | 72% | 0.382a | 64% | 75% | 0.180a |
| Hyperuricemia | 17% | 17% | 1.000a | 30% | 30% | 1.000a |
| Dyslipidemia | 72% | 89% | 0.298a | 91% | 89% | 0.775a |
| Fatty liver | 33% | 28% | 0.764a | 76% (41/54) | 65% (47/72) | 0.241a |
| Cardiovascular disease | 33% | 61% | 0.080a | 18% | 41% |
|
Data are expressed as mean ± SD, or median (interquartile range), or frequency % (number of subjects). Unpaired t test was used between low muscle quality group vs high muscle quality group
aFisher’s exact test (low muscle quality group vs high muscle quality group)
Association of low muscle quality for cardiovascular disease in type 2 diabetic patients
| Odds ratio | ||
|---|---|---|
| All | ||
| Not adjusted | 2.61 (1.40–4.97) |
|
| Sex adjusted | 2.40 (1.27–4.62) |
|
| Age adjusted | 2.42 (1.28–4.66) |
|
| Sex, age adjusted | 2.28 (1.20–4.42) |
|
| eVFA < 100 cm2 | ||
| Not adjusted | 3.14 (0.99–10.61) | 0.052 |
| Sex adjusted | 3.39 (1.03–12.27) |
|
| Age adjusted | 2.43 (0.70–8.81) | 0.162 |
| Sex, age adjusted | 2.64 (0.74–10.05) | 0.134 |
| eVFA ≥ 100 cm2 | ||
| Not adjusted | 3.21 (1.44–7.64) |
|
| Sex adjusted | 2.83 (1.24–6.83) |
|
| Age adjusted | 3.05 (1.36–7.31) |
|
| Sex, age adjusted | 2.72 (1.19–6.61) |
|
Clinical characteristics of study subjects
| n (males/females) | 183 (126/57) |
| Age (years) | 64.7 ± 12.6 |
| Duration of diabetes (years) | 9 (3–21) |
| BMI (kg/m2) | 25.3 ± 4.7 |
| WC (cm) | 93.8 ± 12.9 |
| Males | 93.1 ± 13.0 |
| Females | 95.2 ± 12.8 |
| eVFA (cm2) | 137.7 ± 57.8 |
| Males | 145.2 ± 60.0 |
| Females | 121.0 ± 49.2 |
| Grip strength (kg) | 23.5 ± 9.5 |
| Males | 27.5 ± 8.1 |
| Females | 14.8 ± 6.1 |
| Skeletal mass index (kg/m2) | 7.1 ± 1.2 |
| Males | 7.5 ± 1.0 |
| Females | 6.1 ± 1.1 |
| Systolic BP (mmHg) | 131.7 ± 19.3 |
| Diastolic BP (mmHg) | 76.4 ± 12.0 |
| HbA1c (%) | 9.5 ± 2.1 |
| Serum C-peptide (ng/ml) | 1.8 ± 1.3 |
| ALT (U/l) | 31.2 ± 31.1 |
| UA (mg/dl) | 5.3 ± 1.6 |
| eGFR (ml/min) | 67.3 ± 28.3 |
| HDL-C (mg/dl) | 46.1 ± 16.8 |
| TG (mg/dl) | 148 (105–217) |
| LDL-C (mg/dl) | 106.5 ± 36.8 |
| hs-CRP (mg/dl) | 0.12 (0.06–0.35) |
| Adiponectin (μg/ml) | 7.3 (4.6–11.3) |
| BNP (pg/ml) | 15.7 (7.7–35.3) |
| CCA max IMT (mm) | 0.9 ± 0.5 |
| PWV (m/s) | 1810 ± 379 |
| MCV (m/s) | 49.5 ± 4.4 |
| Hypertension | 68% |
| Hyperuricemia | 26% |
| Dyslipidemia | 86% |
| Fatty liver | 58% (105/180) |
| Cardiovascular disease | 34% |
Data are presented as mean ± SD, or median (interquartile range), or frequency % (number of subjects)
BMI body mass index, WC waist circumference, eVFA estimated visceral fat area, BP blood pressure, ALT alanine transaminase, UA uric acid, eGFR estimated glomerular filtration rate, HDL-C HDL cholesterol, TG triglyceride, LDL-C LDL cholesterol, hs-CRP high sensitive C-reactive protein, BNP brain natriuretic peptide, CCA common carotid artery, IMT intima-media thickness, PWV pulse wave velocity, MCV motor nerve conduction velocity
Fig. 1Visceral fat accumulation and prevalence of sarcopenia, low skeletal muscle mass, and weak grip strength. The subjects were divided into two groups: visceral fat accumulation (−) group and visceral fat accumulation (+) group. Visceral fat accumulation was defined as eVFA ≥ 100 cm2. p value by Fischer’s exact test. SMI skeletal muscle index = appendicular skeletal muscle mass/height2 (kg/m2). Definition of sarcopenia, low skeletal muscle mass and weak grip strength are described in “Methods” section. NS not significant
Fig. 2Visceral fat accumulation and muscle quality (grip strength/arm skeletal muscle mass). The subjects were divided into two groups: visceral fat accumulation (−) group and visceral fat accumulation (+) group. Visceral fat accumulation was defined as estimated visceral fat area ≥ 100 cm2. Muscle quality was defined as muscle strength divided by skeletal muscle mass [grip strength (kg)/arm muscle mass (kg)]. p value by unpaired t test