| Literature DB >> 30185190 |
Miso Jang1, Hyunkyung Kim2, Shorry Lea3, Sohee Oh4, Jong Seung Kim5, Bumjo Oh6.
Abstract
BACKGROUND: The aim of the present study is to evaluate the association between BMD and type 2 DM status in middle-aged and elderly men. To investigate a possible correlation, the present study used the BMD dataset of the Korea National Health and Nutrition Examination Survey (KNHANES) from 2008 to 2011.Entities:
Keywords: Bone mineral density; Diabetes mellitus; Dual-energy X-ray absorptiometry; Korea National Health and nutritional examination survey; Osteoporosis; Prediabetic state
Mesh:
Year: 2018 PMID: 30185190 PMCID: PMC6126021 DOI: 10.1186/s12902-018-0290-y
Source DB: PubMed Journal: BMC Endocr Disord ISSN: 1472-6823 Impact factor: 2.763
Fig. 1Flow diagram for identification the study population. A total of 3380 participants were finally included. KNHANES, Korea National Health and Nutritional Examination Survey; BMD, Bone Mass Density
Weighted baseline characteristics of study participants from the KNHANES (2008–2011)
| Men ( | ||||
|---|---|---|---|---|
| Normal | Prediabetes | Diabetes | ||
| Age (years) | 60.46 ± 0.27 | 60.63 ± 0.32 | 61.59 ± 0.41 | 0.03 |
| Weight (kg) | 65.40 ± 0.29 | 68.25 ± 0.40 | 68.97 ± 0.51 | <0.001 |
| Height (cm) | 167.11 ± 0.18 | 167.46 ± 0.24 | 166.72 ± 0.29 | 0.53 |
| BMI (kg/m2) | 23.39 ± 0.09 | 24.29 ± 0.11 | 24.78 ± 0.16 | <0.001 |
| Fat mass (%) ( | 21.74 ± 0.15 | 23.03 ± 0.18 | 23.49 ± 0.25 | <0.001 |
| Low income ( | 484 (11.87) | 246 (5.83) | 217 (5.53) | 0.003 |
| Physical activity | ||||
| low | 429 (25.90) | 259 (23.59) | 159 (24.23) | |
| moderate | 663 (36.97) | 417 (40.40) | 272 (43.13) | |
| high | 608 (37.12) | 360 (36.01) | 211 (32.64) | |
| 1700 | 1036 | 642 | 0.65 | |
| Smoking history | ||||
| never | 305 (18.11) | 191 (16.41) | 101 (14.28) | |
| past | 817 (45.87) | 525 (48.27) | 327 (47.22) | |
| current | 580 (36.02) | 321 (35.33) | 216 (38.50) | |
| 1702 | 1037 | 644 | 0.397 | |
| alcohol consumption (g/day) | 13.42 ± 0.56 | 16.24 ± 0.77 | 15.23 ± 1.14 | 0.043 |
| hypertensiona | 848(44.13) | 705(34.1) | 446(21.7) | <0.001 |
| fasting glucose (mg/dl) | 90.99 ± 0.17 | 107.03 ± 0.27 | 141.38 ± 1.96 | <0.001 |
| fasting insulin (IU/mL) | 8.74 ± 0.13 | 10.40 ± 0.19 | 10.83 ± 0.33 | <0.001 |
| HbA1c ( | 5.45 ± 0.02 | 5.91 ± 0.03 | 7.21 ± 0.07 | <0.001 |
| HOMA-IR ( | 1.95 ± 0.03 | 2.75 ± 0.05 | 3.74 ± 0.12 | <0.001 |
| HOMAbeta ( | 120.59 ± 1.89 | 86.18 ± 1.53 | 58.97 ± 6.70 | <0.001 |
| DM duration (years) | 8.43 ± 0.34 | |||
| total cholesterol (mg/dl) | 186.99 ± 1.09 | 192.80 ± 1.40 | 181.16 ± 2.00 | 0.168 |
| HDL-C (mg/dl) | 45.26 ± 0.36 | 45.72 ± 0.43 | 42.27 ± 0.49 | <0.001 |
| LDL-C (mg/dl) | 111.77 ± 1.15 | 111.11 ± 1.46 | 99.98 ± 2.03 | <0.001 |
| Triglyceride (mg/dl) | 149.80 ± 4.87 | 179.85 ± 5.37 | 194.53 ± 7.85 | <0.001 |
| serum vitamin D (ng/mL) | 21.38 ± 0.29 | 21.17 ± 0.34 | 20.52 ± 0.41 | 0.062 |
aThe data are presented as n (%) or the means ± standard error (SE). n = unweighted; N = the size of Korean population estimated using sample weights; physical activity level = low (<600 MET minutes per week), moderate (≥600-<3000 MET minutes per week), high (≥3000 MET minutes per week); hypertension = diagnosis and current usage of antihypertensive drug or ≥140 mmHg systolic BP, or ≥90 mmHg diastolic BP; HOMA-IR = [fasting plasma glucose] × [fasting insulin] ×0.055/22.5; HOMA-beta = 20 × [fasting plasma insulin / ([fasting plasma glucose] × 0.055-3.5); HbA1c = glycated hemoglobin; LDL-C = low-density lipoprotein cholesterol; HDL-C = high-density lipoprotein cholesterol
bThe prevalence (%) are presented weighted value
Comparison of BMDs (g/cm²) at various measured sites
| Men ( | Normal vs. preDM | Normal vs. DM | PreDM vs. DM | |||
|---|---|---|---|---|---|---|
| Normal | PreDM | DM | ||||
| Crude | ||||||
| lumbar spine ( | 0.928 ± 0.004 | 0.966 ± 0.006 | 0.973 ± 0.008 | <0.001* | <0.001* | 0.478 |
| total hip | 0.924 ± 0.003 | 0.951 ± 0.005 | 0.950 ± 0.006 | <0.001* | <0.001* | 0.872 |
| femoral neck | 0.751 ± 0.003 | 0.768 ± 0.005 | 0.762 ± 0.006 | 0.004* | 0.091 | 0.448 |
| Model 1a | ||||||
| lumbar spine | 0.923 ± 0.001 | 0.962 ± 0.001 | 0.967 ± 0.002 | 0.001* | 0.006* | 0.994 |
| total hip | 0.911 ± 0.002 | 0.940 ± 0.002 | 0.936 ± 0.003 | 0.014* | 0.226 | 0.434 |
| femoral neck | 0.738 ± 0.001 | 0.757 ± 0.002 | 0.749 ± 0.002 | 0.228 | 0.702 | 0.222 |
| Model 2b | ||||||
| lumbar spine | 0.922 ± 0.001 | 0.967 ± 0.002 | 0.969 ± 0.002 | <0.001* | 0.001* | 0.765 |
| total hip | 0.912 ± 0.002 | 0.944 ± 0.002 | 0.939 ± 0.002 | <0.001* | <0.001* | 0.316 |
| femoral neck | 0.738 ± 0.002 | 0.760 ± 0.002 | 0.752 ± 0.003 | 0.046 | 0.034 | 0.707 |
aModel 1: adjusted for age and BMI
bModel 2: adjusted for age, BMI, alcohol consumption, serum vitamin D, smoke status, triglyceride, HDL-cholesterol, total cholesterol, hypertension, physical activity, and HOMA-IR
cThe data are presented as means ± SE. n = unweighted; N = the size of Korean population estimated using sample weights
*P<0.0167 compared to 3 groups by Bonferroni’s correction
Weighted baseline characteristics of the diabetes group based on diabetic duration
| Men ( | |||
|---|---|---|---|
| DM duration ≤ 5 years | DM duration > 5 years | ||
| Age (years) | 60.45 ± 0.60 | 62.79 ± 0.64 | 0.008 |
| Weight (kg) | 70.25 ± 0.90 | 68.06 ± 0.69 | 0.054 |
| Height (cm) | 167.24 ± 0.56 | 166.33 ± 0.43 | 0.199 |
| BMI (kg/m2) | 25.06 ± 0.26 | 24.56 ± 0.21 | 0.132 |
| Fat mass (%) ( | 23.66 ± 0.43 | 23.58 ± 0.37 | 0.879 |
| Low income ( | 79 (26.95%) | 93 (34.15%) | 0.124 |
| Physical activity n, (%)a | |||
| low | 59 (21.82) | 66 (27.29) | |
| moderate | 95 (44.34) | 115 (40.35) | |
| high | 80 (33.84) | 88 (32.38) | |
| 234 | 269 | 0.5099 | |
| Smoker (%) | |||
| never | 45 (18.62) | 40 (12.41) | |
| past | 100 (34.80) | 153 (55.73) | |
| current | 90 (46.58) | 77 (31.86) | |
| 235 | 270 | 0.0005 | |
| alcohol (g/day) | 15.96 ± 1.78 | 12.90 ± 1.61 | 0.204 |
| Hypertension (%)a | 34.98 | 30.29 | 0.201 |
| fasting glucose | 134.42 ± 2.98 | 144.06 ± 3.82 | 0.047 |
| fasting insulin ( | 10.24 ± 0.49 | 10.66 ± 0.45 | 0.528 |
| HbA1c ( | 6.97 ± 0.09 | 7.54 ± 0.11 | <0.001 |
| HOMA-IR ( | 3.39 ± 0.21 | 3.70 ± 0.16 | 0.243 |
| HOMAbeta ( | 67.94 ± 5.39 | 51.60 ± 17.91 | 0.383 |
| total cholesterol (mg/dl) | 175.71 ± 2.79 | 179.53 ± 3.21 | 0.37 |
| HDL-C (mg/dl) | 42.53 ± 0.78 | 41.79 ± 0.76 | 0.498 |
| LDL-C (mg/dl) | 98.73 ± 2.56 | 100.91 ± 2.58 | 0.549 |
| Triglyceride (mg/dl) | 172.25 ± 9.44 | 182.15 ± 9.12 | 0.365 |
| serum vitamin D (ng/mL) | 20.27 ± 0.55 | 20.60 ± 0.59 | 0.69 |
aThe data are presented as n (%) or the means ± standard error (SE). n = unweighted; N = the size of Korean population estimated using sample weights; physical activity level = low (<600 MET minutes per week), moderate (≥600-<3000 MET minutes per week), high (≥3000 MET minutes per week); hypertension = diagnosis and current usage of antihypertensive drug or ≥140 mmHg systolic BP, or ≥90 mmHg diastolic BP; HOMA-IR = [fasting plasma glucose] × [fasting insulin] ×0.055 /22.5; HOMA-beta = 20 × [fasting plasma insulin / ([fasting plasma glucose] × 0.055-3.5); HbA1c = glycated hemoglobin; LDL-C = low-density lipoprotein cholesterol; HDL-C = high-density lipoprotein cholesterol
bThe prevalence (%) are presented weighted value
Comparison of BMDs (g/cm²) at various measured sites based on diabetes duration
| Men ( | |||
|---|---|---|---|
| diabetic duration ≤ 5 years | diabetic duration > 5 years | ||
| Crude | |||
| lumbar spine ( | 0.979 ± 0.013 | 0.977 ± 0.012 | 0.906 |
| total hip | 0.968 ± 0.009 | 0.940 ± 0.008 | 0.026* |
| femoral neck | 0.786 ± 0.009 | 0.746 ± 0.008 | 0.001* |
| Model 1a | |||
| lumbar spine | 0.976 ± 0.002 | 0.976 ± 0.002 | 0.914 |
| total hip | 0.953 ± 0.004 | 0.930 ± 0.003 | 0.258 |
| femoral neck | 0.770 ± 0.004 | 0.735 ± 0.003 | 0.026* |
| Model 2b | |||
| lumbar spine | 0.976 ± 0.003 | 0.977 ± 0.003 | 0.896 |
| total hip | 0.955 ± 0.005 | 0.933 ± 0.004 | 0.337 |
| femoral neck | 0.773 ± 0.004 | 0.738 ± 0.004 | 0.018* |
aModel 1: adjusted for age and BMI
bModel 2: adjusted for age, BMI, alcohol consumption, serum vitamin D, smoke status, triglyceride, HDL-cholesterol, total cholesterol, hypertension, physical activity, and HOMA-IR
cData are presented as means ± SE. n = unweighted; N = the size of Korean population estimated using sample weights.
*Statistically significant (p<0.05) on the basis of the multivariable linear regression test