| Literature DB >> 33034138 |
Yuya Itano1,2, Hiroshi Sobajima2, Norimi Ohashi2, Taiga Shibata2, Atsushi Fujiya2, Takanobu Nagata3, Masahiko Ando4, Takahiro Imaizumi4, Yoko Kubo5, Takaya Ozeki1, Takayuki Katsuno1,6, Sawako Kato1, Yoshinari Yasuda1, Shoichi Maruyama1.
Abstract
AIMS/Entities:
Keywords: Diabetes mellitus; Glycosuria; Renal insufficiency
Mesh:
Year: 2020 PMID: 33034138 PMCID: PMC8169355 DOI: 10.1111/jdi.13428
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Flowchart of number of eligible patients after screening. DM, diabetes mellitus; eGFR, estimated glomerular filtration rate.
Baseline characteristics of participants categorized into two groups using urinary glucose level of 5 g/day as the cut‐off point
| Variable | All | Glucose <5 g | Glucose ≥5 g |
|
|---|---|---|---|---|
|
| 1,172 | 775 | 397 | |
| Age (years) | 64 (57–70) | 65 (58–71) | 61 (53–68) | <0.001 |
| Height (cm) | 159 (152–166) | 157 (151–164) | 162 (155–168) | <0.001 |
| Weight (kg) | 60 (53–68) | 59 (52–67) | 63 (55–71) | <0.001 |
| BMI (kg/m2) | 23.9 (21.7–26.5) | 23.8 (21.5–26.3) | 24.2 (21.9–26.8) | 0.035 |
| Duration of diabetes (years) | 10.6 (6.2–17.1) | 10.4 (5.8–17.1) | 11.2 (6.9–17.0) | 0.273 |
| Systolic blood pressure (mmHg) | 131 (120.0–143.5) | 131 (120–140) | 130 (119–142) | 0.350 |
| Diastolic blood pressure (mmHg) | 72 (64–80) | 71 (64–79) | 74 (66–82) | <0.001 |
| Creatinine (mg/mL) | 0.7 (0.59–0.83) | 0.7 (0.59–0.85) | 0.7 (0.58–0.81) | 0.003 |
| eGFR, mL/min (1.73 m2) | 76.7 (65.9–89.9) | 74.1 (63.0–85.9) | 82.4 (71.2–97.5) | <0.001 |
| HbA1c (mmol/L) | 54 (49–62) | 52 (46–57) | 63 (56–68) | <0.001 |
| HbA1c (%) | 7.1 (6.6–7.8) | 6.9 (6.4–7.4) | 7.9 (7.3–8.4) | <0.001 |
| Total cholesterol (mg/dL) | 198 (175–220) | 197 (175–221) | 200 (176–219) | 0.631 |
| Triglycerides (mg/dL) | 99 (72–143.5) | 99 (71–136) | 99 (73–156) | 0.001 |
| HDL cholesterol (mg/dL) | 51 (43–62) | 51 (43–60) | 51 (43–63) | 0.090 |
| LDL cholesterol (mg/dL) | 120 (100.5–140) | 121 (101–142) | 117 (99–138) | 0.098 |
| Albuminuria (mg/day) | 12.3 (6.5–30.4) | 11.5 (6.3–27.8) | 15.2 (6.9– 35.3) | 0.468 |
| Urine volume (L/day) | 1.6 (1.4–2.1) | 1.6 (1.3–2.0) | 1.7 (1.5–2.1) | <0.001 |
| Glycosuria (g/day) | 1.98 (0.30–8.66) | 0.58 (0.12–1.92) | 14.4 (8.55–25.82) | <0.001 |
| Male sex | 617 (52.65) | 355 (45.81) | 262 (65.99) | <0.001 |
| Comorbidities | ||||
| Type 2 diabetes | 1,057 (90.2) | 716 (92.4) | 341 (85.89) | <0.001 |
| Hypertension | 742 (63.31) | 495 (63.87) | 247 (62.22) | 0.578 |
| Retinopathy | 469 (40.02) | 288 (37.16) | 181 (45.59) | 0.005 |
| Use of drugs | ||||
| Oral hypoglycemic agents | 785 (66.98) | 513 (66.19) | 272 (68.51) | 0.424 |
| Insulin | 400 (34.13) | 238 (30.71) | 162 (40.81) | 0.001 |
| Renin–angiotensin–aldosterone system blockers | 590 (50.34) | 394 (50.84) | 196 (49.37) | 0.634 |
| Calcium channel blockers | 446 (38.05) | 308 (39.74) | 138 (34.76) | 0.096 |
| Diuretic | 133 (11.35) | 95 (12.26) | 38 (9.57) | 0.170 |
| Statins | 427 (36.43) | 293 (37.81) | 134 (33.75) | 0.172 |
Continuous data are presented as the median (25th–75th percentile), whereas categorical data are presented as absolute numbers (%). Between‐group differences in baseline characteristics were evaluated using unpaired Student’s t‐test for continuous variables, and unpaired χ2‐test for categorical variables.
BMI, body mass index; eGFR, estimated glomerular filtration rate; HbA1c, glycated hemoglobin; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein.
Values with P < 0.05 were considered to be statistically significant.
Figure 2Hazard ratio of 30% estimated glomerular filtration rate (eGFR) decline from baseline for each group divided into sextiles (S1–S6). Error bar indicates 95% confidence interval of each hazard ratio. The reference group was S1.
Association of baseline variables with 30% decline in estimated glomerular filtration rate from baseline
| Variable | Univariate | Multivariate | ||
|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| |
| Age (years) | 1.05 (1.02–1.07) | <0.001 | 1.04 (1.01–1.06) | 0.002 |
| BMI (kg/m2) | 1.06 (1.01–1.11) | 0.013 | 1.04 (0.99–1.10) | 0.111 |
| Duration of diabetes (years) | 1.03 (1.01–1.05) | 0.006 | 1.01 (0.98–1.03) | 0.539 |
| Hypertension | 2.28 (1.48–3.52) | <0.001 | 1.24 (0.78–1.98) | 0.354 |
| Baseline eGFR, mL/min (1.73 m2) | 0.98 (0.98–0.99) | 0.010 | 1.01 (0.99–1.02) | 0.374 |
| Total cholesterol (10 mg/dL) | 1.01 (0.96–1.07) | 0.592 | 1.03 (0.98–1.08) | 0.294 |
| Albuminuria (mg/day) | 3.09 (2.33–4.10) | <0.001 | 2.82 (2.09–3.81) | <0.001 |
| Urinary glucose level ≥5 g/day | 0.75 (0.50–1.11) | 0.156 | 0.58 (0.35–0.96) | 0.034 |
| Female sex | 1.41 (0.99–2.04) | 0.056 | 1.15 (0.78–1.73) | 0.471 |
| HbA1c (%) | 1.02 (0.99–1.03) | 0.051 | 1.02 (1.00–1.04) | 0.031 |
The univariate and multivariate Cox proportional hazards models were carried out after adjustment for baseline variables of age, body mass index (BMI), duration of diabetes, presence of hypertension, estimated glomerular filtration rate (eGFR), total cholesterol, albuminuria, urinary glucose level, sex and glycated hemoglobin (HbA1c) level.
CI, confidence interval; HR, hazard ratio.
Values with P < 0.05 were considered to be statistically significant.
Figure 3Forest plot with subgroups representing hazard ratio for estimated glomerular filtration rate (eGFR) decline on they‐axis, and 95% confidence interval on thex‐axis. Comparisons between the subgroups were carried out by the Cox proportional hazards model adjusted for baseline variables of age, body mass index (BMI), duration of diabetes, presence of hypertension, estimated glomerular filtration rate (eGFR), total cholesterol, albuminuria, urinary glucose, sex and glycated hemoglobin (HbA1c) level. UACR, urine albumin‐to‐creatinine ratio.
Association between baseline variables, including interaction terms between higher urinary glucose levels and body mass index <25, male sex, and duration of diabetes ≥10 years, with 30% decline in estimated glomerular filtration rate from baseline
| Variable | HR (95% CI) |
|
|---|---|---|
| Age (years) | 1.04 (1.02–1.07) | <0.001 |
| Hypertension | 1.31 (0.82–2.10) | 0.243 |
| Baseline eGFR, mL/min (1.73 m2) | 1.00 (0.99–1.01) | 0.443 |
| Total cholesterol (10 mg/dL) | 1.00 (0.99–1.01) | 0.279 |
| Albuminuria (mg/day) | 3.00 (2.21–4.07) | <0.001 |
| Urinary glucose level ≥5 g/day | 3.28 (1.44–7.45) | 0.005 |
| Male (sex) | 1.18 (0.75–1.86) | 0.451 |
| Interaction term between urinary glucose level ≥5 g/day and male sex | 0.33 (0.14–0.74) | 0.007 |
| BMI <25 kg/m2 | 0.84 (0.55–1.31) | 0.454 |
| Interaction term between urinary glucose level ≥5 g/day and BMI <25 kg/m2 | 0.52 (0.23–1.19) | 0.126 |
| Duration of diabetes ≥10 years | 1.47 (0.90–2.37) | 0.116 |
| Interaction term between urinary glucose level ≥5 g/day and duration of diabetes ≥10 years | 0.25 (0.11–0.58) | 0.001 |
| HbA1c (%) | 1.02 (0.99–1.04) | 0.056 |
The multivariate Cox proportional hazards model was carried out after adjustment for baseline variables of age, body mass index (BMI), duration of diabetes, presence of hypertension, estimated glomerular filtration rate (eGFR), total cholesterol, albuminuria, urinary glucose, sex, glycated hemoglobin (HbA1c) level, and the interaction terms between high glycosuria (≥5 g/day) and sex, BMI, and duration of diabetes.
CI, confidence interval; HR, hazard ratio.
Values with P < 0.05 were considered to be statistically significant.
Figure 4The vertical dashed line represents the commonly used cut‐off value of glycated hemoglobin (HbA1c; 7%). The horizontal line at the hazard ratio of 1 denotes the equivalence of the effect of urinary glucose levels; thus, an effect function parallel to the horizontal line indicates no interaction. For the outcome, values of HbA1c where the hazard ratios are beneath this line indicate that lower levels of urinary glucose are more beneficial. The multivariable Cox proportional hazards model was adjusted for age, sex, body mass index, duration of diabetes, estimated glomerular filtration rate, total cholesterol, log‐transformed urinary albumin and hypertension.