| Literature DB >> 30344194 |
Ryoma Michishita1,2, Takuro Matsuda2,3, Shotaro Kawakami4, Satoshi Tanaka4, Akira Kiyonaga2, Hiroaki Tanaka2,4, Natsumi Morito5,6, Yasuki Higaki2,4.
Abstract
BACKGROUND: This study investigated the relationship between long-term body weight gain after maturity and the incidence of chronic kidney disease (CKD).Entities:
Keywords: current body weight; health checkup; incidence of CKD; long-term body weight gain
Mesh:
Year: 2018 PMID: 30344194 PMCID: PMC6522393 DOI: 10.2188/jea.JE20170304
Source DB: PubMed Journal: J Epidemiol ISSN: 0917-5040 Impact factor: 3.211
Figure 1. A flow-chart of the participants associated with the present study.
The basal characteristics in participants with and without a body weight gain of ≥10 kg since 20 years of age
| All ( | Body weight gain of ≥10 kg since 20 years of age | |||
| Yes ( | No ( | |||
| eGFR, ml/min/1.73 m2 | 77.0 (10.3) | 76.4 (11.5) | 77.2 (9.8) | 0.531 |
| Classifications of CKD grade | ||||
| G1: eGFR ≥90 mL/min/1.73 m2, | 29 (9.6) | 8 (9.0) | 21 (9.8) | 0.824 |
| G2: eGFR 60–89 mL/min/1.73 m2, | 274 (90.4) | 81 (91.0) | 193 (90.2) | |
| Serum creatinine, mg/dL | 0.84 (0.09) | 0.85 (1.00) | 0.84 (0.09) | 0.391 |
| Age, years | 52.2 (6.7) | 52.2 (5.9) | 52.2 (7.0) | 0.976 |
| Body weight, kg | 67.6 (9.3) | 72.0 (8.2) | 65.7 (9.2) | <0.0001 |
| BMI, kg/m2 | 23.4 (2.8) | 24.9 (2.3) | 22.7 (2.7) | <0.0001 |
| Waist circumference, cm | 83.5 (7.6) | 87.8 (5.7) | 81.8 (7.6) | <0.0001 |
| SBP, mm Hg | 126.8 (15.4) | 131.1 (13.6) | 125.0 (15.8) | 0.002 |
| DBP, mm Hg | 83.0 (10.4) | 86.6 (10.0) | 81.5 (10.2) | <0.0001 |
| LDL-C, mg/dL | 118.4 (25.2) | 127.3 (26.6) | 114.7 (23.6) | <0.0001 |
| HDL-C, mg/dL | 58.2 (13.3) | 52.8 (10.9) | 60.4 (13.6) | <0.0001 |
| Triglyceride, mg/dL | 115.0 (69.9) | 148.9 (81.8) | 100.9 (58.9) | <0.0001 |
| Fasting plasma glucose, mg/dL | 100.5 (18.1) | 103.8 (22.9) | 99.1 (15.6) | 0.042 |
| HbA1c, NGSP values; % | 5.6 (0.7) | 5.7 (1.0) | 5.6 (0.5) | 0.048 |
| Smoking habit, yes/no; | 63 (20.8)/240 (79.2) | 22 (24.7)/67 (75.3) | 41 (19.2)/173 (80.8) | 0.277 |
| Drinking habit, yes/no; | 232 (76.6)/71 (23.4) | 70 (78.7)/19 (21.3) | 162 (75.7)/52 (24.3) | 0.581 |
| Hypertension, yes/no; | 93 (30.7)/210 (69.3) | 35 (39.3)/54 (60.7) | 58 (27.1)/156 (72.9) | 0.036 |
| Dyslipidemia, yes/no; | 122 (40.3)/181 (59.7) | 53 (59.6)/36 (40.4) | 69 (32.2)/145 (67.8) | <0.0001 |
| Hyperglycemia, yes/no; | 50 (16.5)/253 (83.5) | 19 (21.3)/70 (78.9) | 31 (14.5)/183 (85.5) | 0.114 |
| Metabolic syndrome, yes/no; | 42 (13.9)/261 (86.1) | 24 (27.0)/65 (73.0) | 18 (8.4)/196 (91.6) | <0.0001 |
| Anti-hypertensive drugs, yes/no; | 43 (14.2)/260 (85.8) | 15 (16.9)/74 (83.1) | 28 (13.1)/186 (86.9) | 0.392 |
| Anti-hyperlipidemic agents, yes/no; | 25 (8.3)/278 (91.7) | 9 (10.1)/80 (89.9) | 16 (7.5)/198 (92.5) | 0.448 |
| Hypoglycemic drugs, yes/no; | 7 (2.3)/296 (97.7) | 2 (2.2)/87 (97.8) | 5 (2.3)/209 (97.7) | 0.962 |
The data are presented as the mean value (standard deviation) and the number of subjects.
The classifications of CKD grade were defined according to the definition of the Japanese Society of Nephrology. CKD, chronic kidney disease; eGFR, estimated-glomerular filtration rate; BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; LDL-C, low-density lipoprotein cholesterol; HDL-C, high-density lipoprotein cholesterol; HbA1c, hemoglobin A1c; NGSP, national glycohemoglobin standardization program.
The participants’ long-term body weight gain after maturity was determined based on their responses to the following questionnaire item: a body weight gain of ≥10 kg since 20 years of age (yes or no). Metabolic syndrome was defined according to the metabolic syndrome diagnostic criteria of the Japanese Society for Internal Medicine.[24],[25]
The basal characteristics in participants with and without the progression of CKD
| Progressed CKD ( | Did not progress CKD ( | ||
| eGFR, mL/min/1.73 m2 | 66.8 (5.3) | 78.2 (10.1) | <0.0001 |
| Classifications of CKD grade | |||
| G1: eGFR ≥90 ml/min/1.73 m2, | 0 (0) | 29 (10.7) | 0.052 |
| G2: eGFR 60–89 mL/min/1.73 m2, | 32 (100) | 242 (89.3) | |
| Serum creatinine, mg/dL | 0.93 (0.06) | 0.83 (0.09) | <0.0001 |
| Age, years | 54.6 (6.5) | 51.9 (6.7) | 0.030 |
| Body weight, kg | 67.7 (9.0) | 67.5 (9.4) | 0.902 |
| BMI, kg/m2 | 23.3 (2.7) | 23.4 (2.8) | 0.921 |
| Body weight gain of ≥10 kg since 20 years of age, yes/no; | 15 (46.9)/17 (53.1) | 74 (27.3)/197 (72.7) | 0.022 |
| Waist circumference, cm | 84.6 (7.2) | 83.4 (7.6) | 0.379 |
| SBP, mm Hg | 133.7 (15.2) | 126.0 (15.2) | 0.007 |
| DBP, mm Hg | 86.6 (9.4) | 82.6 (10.5) | 0.038 |
| LDL-C, mg/dL | 119.4 (25.3) | 118.3 (25.1) | 0.819 |
| HDL-C, mg/dL | 53.7 (11.0) | 58.7 (13.5) | 0.043 |
| Triglyceride, mg/dL | 132.0 (124.0) | 113.0 (60.4) | 0.145 |
| Fasting plasma glucose, mg/dL | 107.1 (30.1) | 99.7 (16.1) | 0.030 |
| HbA1c, NGSP values; % | 5.9 (0.9) | 5.6 (0.7) | 0.031 |
| Smoking habit, yes/no; | 5 (15.6)/27 (84.4) | 58 (21.4)/213 (78.6) | 0.446 |
| Drinking habit, yes/no; | 21 (65.6)/11 (34.4) | 211 (77.9)/60 (22.1) | 0.122 |
| Hypertension, yes/no; | 15 (46.9)/17 (53.1) | 78 (28.8)/193 (71.2) | 0.032 |
| Dyslipidemia, yes/no; | 17 (53.1)/15 (46.9) | 105 (38.7)/166 (61.3) | 0.117 |
| Hyperglycemia, yes/no; | 10 (31.3)/22 (68.8) | 40 (14.8)/231 (85.2) | 0.006 |
| Metabolic syndrome, yes/no; | 6 (18.8)/26 (81.2) | 36 (13.3)/235 (86.7) | 0.327 |
| Anti-hypertensive drugs, yes/no; | 9 (28.1)/23 (71.9) | 34 (12.5)/237 (87.5) | 0.017 |
| Anti-hyperlipidemic agents, yes/no; | 7 (21.9)/25 (78.1) | 18 (6.6)/253 (93.4) | 0.003 |
| Hypoglycemic drugs, yes/no; | 2 (6.3)/30 (93.7) | 5 (1.8)/266 (98.2) | 0.117 |
The data are presented as the mean value (standard deviation) and the number of participants.
The abbreviations are the same as those in Table 1.
Figure 2. The cumulative incidence of CKD after 6 years follow-up period in participants with and without a body weight gain of ≥10 kg since 20 years of age (A) and current overweight (BMI at baseline ≥25 kg/m2, [B]). CKD, chronic kidney disease; BMI, body mass index.
Figure 3. The cumulative incidence of CKD after 6 years follow-up period based on the combination of presence/absence of overweight participants with and without a body weight gain of ≥10 kg since 20 years of age. CKD, chronic kidney disease.
The influence of the combination of presence/absence of current body weight with and without the long-term body weight gain after maturity on the incidence of CKD
| Total | Developed CKD | Univariable model | Multivariable model | |||||
| (Model 1) | (Model 2) | (Model 3) | ||||||
| Hazard ratio (95% CI) | Hazard ratio (95% CI) | Hazard ratio (95% CI) | ||||||
| Normal body weight participants (BMI at baseline <25 kg/m2) | ||||||||
| Body weight gain of ≥10 kg since 20 years of age | ||||||||
| No | 177 | 14 (7.8) | 1.00 (Ref.) | — | 1.00 (Ref.) | — | 1.00 (Ref.) | — |
| Yes | 47 | 9 (19.1) | 2.57 (1.11–5.93) | 0.027 | 2.65 (1.12–6.23) | 0.026 | 2.47 (1.02–6.01) | 0.045 |
| Overweight participants (BMI at baseline ≥25 kg/m2) | ||||||||
| Body weight gain of ≥10 kg since 20 years of age | ||||||||
| No | 37 | 3 (8.1) | 1.03 (0.30–3.60) | 0.956 | 0.95 (0.26–3.42) | 0.935 | 0.96 (0.23–4.14) | 0.961 |
| Yes | 42 | 6 (15.0) | 1.92 (0.74–5.01) | 0.179 | 2.16 (0.78–6.02) | 0.140 | 2.27 (0.63–8.11) | 0.208 |
BMI, body mass index; CI, confidence interval; CKD, chronic kidney disease.
The data are presented as the hazard ratio (95% confidence interval [CI]).
In this analysis, the normal body weight and overweight with and without a body weight gain of ≥10 kg since 20 years of age at baseline was a dependent variable and the incidence of CKD was an independent variable. In the multivariate model, age, eGFR levels, presence of metabolic syndrome (metabolic syndrome diagnostic criteria of the Japanese Society for Internal Medicine[24],[25]), and smoking and drinking habits at baseline were entered as adjusted factors (Model 2). In another model, BMI, the presence of hypertension (resting SBP ≥140 mm Hg and/or DBP ≥90 mm Hg and/or taking anti-hypertensive drugs), dyslipidemia (LDL-C ≥140 mg/dl and/or HDL-C <40 mg/dl and/or triglycerides ≥150 mg/dl and/or taking anti-hyperlipidemic agents), and hyperglycemia (fasting plasma glucose ≥110 mg/dl and/or HbA1c [NGSP values] ≥6.5% and/or taking hypoglycemic drugs) were entered as an adjusted factor instead of the presence of metabolic syndrome at baseline (Model 3).
The abbreviations are the same as those in Table 1.