| Literature DB >> 31970099 |
Abstract
BACKGROUND: The incident of chronic kidney disease (CKD) of metabolically healthy obesity (MHO) has not been consistently determined.Entities:
Keywords: Chronic kidney disease; Metabolic syndrome; Metabolically healthy obesity; Obesity; Risk
Year: 2019 PMID: 31970099 PMCID: PMC6961180
Source DB: PubMed Journal: Iran J Public Health ISSN: 2251-6085 Impact factor: 1.429
Baseline clinical and biochemical characteristics of study subjects according to metabolic health and obesity
| Number of person-years | 2,4771.5 | 4,036.5 | 11,138 | 10,049 | |
| Number of incident CKD | 615 | 205 | 266 | 465 | |
| Incidence rate(per 10,000 person-years) | 248 | 508 | 239 | 463 | <0.001 |
| Age(years) (Mean±SD) | 51.1±8.9 | 56.3±8.6 | 49.6±7.8 | 53.6±8.4 | <0.001 |
| Male (%) | 48.0 | 56.7 | 53.8 | 56.9 | <0.001 |
| Household income/month, in won (more than 2,000 USD, %)[ | 37.9 | 27.0 | 44.7 | 32.6 | <0.001 |
| Education (%) | <0.001 | ||||
| Elementary | 28.0 | 47.6 | 25.8 | 42.1 | |
| Middle | 23.2 | 20.4 | 24.7 | 22.1 | |
| High | 34.5 | 20.9 | 32.4 | 24.3 | |
| University | 14.3 | 11.0 | 17.1 | 11.6 | |
| Marital Status (%) | <0.001 | ||||
| Single | 1.6 | 0.9 | 0.9 | 1.2 | |
| Married | 90.6 | 85.3 | 91.0 | 87.2 | |
| Widowed/divorced/separated | 7.9 | 13.7 | 8.1 | 11.6 | |
| BMI(kg/m2) (Mean±SD) | 22.3±1.9 | 23.2±1.5 | 26.9±1.8 | 27.9±2.3 | <0.001 |
| Waist circumference(cm) | 77.0±6.5 | 83.2±6.6 | 85.5±6.4 | 91.8±6.1 | <0.001 |
| History of CVD (%) | 1.9 | 3.3 | 2.1 | 3.5 | <0.001 |
| Total alcohol(g/day) | 10.0±22.6 | 9.1±22.2 | 9.8±21.1 | 9.7±23.0 | 0.754 |
| Smoking(pack/year) | 10.3±16.3 | 10.5±17.5 | 7.9±14.5 | 8.9±15.5 | <0.001 |
| Physical activity(MET/week) | 9760.6±6423.0 | 10078.3±7030.1 | 9056.3±5773.5 | 9537.9±6473.7 | <0.001 |
| Systolic BP(mmHg) | 116.0±16.8 | 132.1±17.6 | 117.2±15.6 | 132.0±17.5 | <0.001 |
| Diastolic BP(mmHg) | 76.7±10.6 | 85.8±10.6 | 78.6±10.5 | 87.2±10.4 | <0.001 |
| eGFR(mL/min/1.73m2) | 94.1±13.0 | 91.5±12.1 | 92.9±13.7 | 91.0±12.8 | <0.001 |
| Fasting blood glucose(mg/dl) | 83.3±15.0 | 95.5±35.2 | 84.8±16.9 | 94.1±24.7 | <0.001 |
| Triglycerides(mg/dl) | 129.3±76.9 | 224.2±112.0 | 141.2±77.5 | 224.7±128.7 | <0.001 |
| HDL cholesterol(mg/dl) | 53.2±12.3 | 43.5±9.3 | 50.2±11.2 | 43.5±8.6 | <0.001 |
| LDL cholesterol(mg/dl) | 115.0±33.0 | 113.7±36.4 | 125.2±32.9 | 121.2±36.4 | <0.001 |
| HOMA-IR((uU/ml, mg/dl) | 24.7±21.1 | 34.1±27.0 | 29.9±17.5 | 40.1±26.1 | <0.001 |
| ALT(IU/L) | 24.7±20.3 | 30.1±31.3 | 29.1±39.1 | 34.0±22.3 | <0.001 |
| AST(IU/L) | 29.0±16.7 | 31.4±23.7 | 29.1±20.8 | 31.0±14.0 | <0.001 |
| CRP(mg/dl) | 0.2±0.5 | 0.3±0.9 | 0.2±0.4 | 0.3±0.3 | <0.001 |
| GTP(IU/L) | 31.8±69.4 | 48.6±106.0 | 31.4±38.0 | 41.5±50.0 | <0.001 |
| Uric acid(mg/dl) | 45.3±21.3 | 41.4±20.1 | 47.1±22.6 | 45.5±20.7 | <0.001 |
Note. Data are expressed as percentage (number) or Mean±SD 1) $1 USD≒1000 won, BMI: body mass index, CVD history: chronic heart failure, coronary artery disease, myocardial infarction, cerebrovascular accident, 3)MET: metabolic equivalent of task, alcohol intake by alcohol(g/month) = frequency (times/month × amount of cup/time × alcohol g/cup, Total alcohol consumption (g/day) = [alcohol intake by alcohol(g/month) / 30, alcohol g/cup (g) × amount /cup (cc) × Ethanol gravity (0.7893) × alcohol degree (%) /100, HDL-C: high density lipoprotein cholesterol, HOMA-IR: homeostatic model assessment-insulin resistance, ALT: alanine aminotransferase, AST: aspartate aminotransferase, CRP: C-reactive protein, GTP: gamma-glutamyltransferase
Fig. 1:CKD-free survival determination according to Metabolic Health and Obesity
Hazard ratios for the development of incident CKD according to Obesity, ATP-III components, metabolic health and Metabolic Health and Obesity status
| Obesity | |||
| Non-obese (BMI<25) | 1.0 (ref.) | 1.0 (ref.) | 1.0 (ref.) |
| Obese(BM≥25) | 1.27 (1.15–1.40) | 1.17 (1.06–1.30) | 1.22 (1.06–1.42) |
| BMI | |||
| Normal(18.5–22.9) | 1.0 (ref.) | 1.0 (ref.) | 1.0 (ref.) |
| Under(>18.5) | 0.68 (0.45–1.04) | 0.65 (0.42–0.99) | 0.48 (0.25–0.91) |
| Overweight(23–24.9) | 1.16 (1.01–1.33) | 1.10 (0.95–1.27) | 1.06 (0.87–1.30) |
| Obese(≥25) | 1.34 (1.19–1.52) | 1.21 (1.07–1.37) | 1.24 (1.03–1.48) |
| NCEP-ATP III Components | |||
| WC | 1.32 (1.19–1.46) | 1.27 (1.14–1.41) | 1.10 (0.95–1.28) |
| TG | 1.14 (1.28–1.56) | 1.44 (1.30–1.60) | 1.33 (1.15–1.54) |
| HDL-C | 1.31 (1.17–1.46) | 1.32 (1.18–1.48) | 1.15 (0.98–1.34) |
| FPG or on medication | 1.33 (1.17–1.51) | 1.33 (1.17–1.52) | 1.36 (1.14–1.63) |
| BP or on medication | 1.24 (1.18–1.38) | 1.30 (1.17–1.45) | 1.10 (0.90–1.36) |
| Number of NCEP ATP-III components | |||
| 0 | 1.0 (ref.) | 1.0 (ref.) | 1.0 (ref.) |
| 1 | 1.12 (0.93–1.36) | 1.13 (0.93–1.37) | 0.93 (0.70–1.24) |
| 2 | 1.46 (1.22–1.75) | 1.38 (1.14–1.67) | 1.08 (0.82–1.42) |
| 3 | 1.61 (1.33–1.95) | 1.65 (1.36–2.01) | 1.32 (0.99–1.75) |
| 4 | 1.97 (1.61–2.41) | 2.00 (1.63–2.46) | 1.44 (1.05–1.97) |
| 5 | 2.37 (1.78–3.15) | 2.35 (1.75–3.15) | 1.79 (1.18–2.70) |
| Metabolic health | |||
| Metabolically health | 1.0 (ref.) | 1.0 (ref.) | 1.0 (ref.) |
| Metabolically unhealthy | 1.45 (1.30–1.60) | 1.51 (1.36–1.68) | 1.36 (1.17–1.60) |
| Metabolic Health and Obesity status | |||
| MHNW | 1.0 (ref.) | 1.0 (ref.) | 1.0 (ref.) |
| MHO | 1.10 (0.95–1.26) | 0.97 (0.83–1.12) | 1.13 (0.92–1.41) |
| MANW | 1.34 (1.14–1.57) | 1.41 (1.20–1.66) | 1.31 (1.05–1.64) |
| MAO | 1.56 (1.38–1.76) | 1.53 (1.35–1.74) | 1.49 (1.23–1.79) |
Abbreviations: NCEP ATP-III, National Cholesterol Education Program Adult Treatment Panel-III; BMI, body mass index; BP, blood pressure; CKD, chronic kidney disease; FPG, fasting plasma glucose or on medication; HDLC, high density lipoprotein cholesterol; ref, reference; TG, triglyceride
Model 1 was adjusted for age, sex, and income
Model 2 was adjusted for the variables in model 1, plus baseline glomerular filtration rate (GFR), drinking, smoking, physical activity, history of cardiovascular disease (CVD)
Model 3 was adjusted for the variables in model 2, plus alanine aminotransferase (ALT), Aspartate aminotransferase (AST), uric acid, C-reactive protein (CRP), gamma-glutamyltransferase (GTP), systolic blood pressure