| Literature DB >> 29068148 |
Chisato Kusunoki-Tsuji1, Shin-Ichi Araki1, Shinji Kume1, Masami Chin-Kanasaki1, Norihisa Osawa1, Katsutaro Morino1, Osamu Sekine1, Satoshi Ugi1, Atsunori Kashiwagi2, Hiroshi Maegawa1.
Abstract
AIMS/Entities:
Keywords: Annual medical expenditure; Medication; Obesity
Mesh:
Year: 2017 PMID: 29068148 PMCID: PMC6031508 DOI: 10.1111/jdi.12766
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Clinical characteristics of all patients and of two subgroups stratified by obesity status
| Variable | All | BMI (kg/m2) |
| |
|---|---|---|---|---|
| <25 | ≥25 | |||
|
| 402 | 237 | 165 | |
| Male (%) | 66.2 | 66.7 | 60.6 | NS |
| Age (years) | 66 ± 11 | 68 ± 9 | 63 ± 12 | <0.001 |
| BMI (kg/m2) | 24.7 ± 4.1 | 22.1 ± 2.0 | 28.4 ± 3.4 | <0.001 |
| Known diabetes duration (years) | 17 ± 10 | 17 ± 10 | 15 ± 10 | <0.05 |
| Waist circumference (cm) | 89 ± 11 | 83 ± 8 | 98 ± 9 | <0.001 |
| HbA1c (%) | 7.3 ± 1.0 | 7.2 ± 0.9 | 7.5 ± 1.1 | 0.001 |
| Total cholesterol (mg/dL) | 191 ± 32 | 191 ± 31 | 191 ± 33 | NS |
| HDL cholesterol (mg/dL) | 54 (44–61) | 56 (47–66) | 52 (43–62) | <0.001 |
| Triglycerides (mg/dL) | 93 (69–144) | 96 (70–147) | 112 (81–155) | 0.01 |
| LDL cholesterol (mg/dL) | 104 ± 26 | 103 ± 26 | 107 ± 26 | NS |
| Systolic BP (mmHg) | 136 ± 17 | 135 ± 18 | 137 ± 17 | NS |
| Diastolic BP (mmHg) | 74 ± 11 | 73 ± 11 | 75 ± 12 | <0.05 |
| Hypertension (%) | 75.1 | 70.5 | 81.8 | 0.01 |
| Retinopathy (%) | 20.6 | 20.3 | 21.2 | NS |
| Urinary albumin‐to‐creatinine ratio (mg/g Cr) | 11 (5–27) | 10 (6–23) | 12 (5–28) | NS |
| Albuminuria (%) | 22.5 | 21.9 | 23.4 | NS |
| eGFR (mL/min per 1.73 m2) | 74 ± 23 | 73 ± 22 | 74 ± 25 | NS |
| Current smoking (%) | 17.4 | 17.7 | 17.0 | NS |
| Past history of CVD (%) | 19.4 | 20.7 | 17.6 | NS |
| Hospitalization ( | 54 | 31 | 23 | NS |
| Outpatient visits (times per year) | 9.0 ± 3.6 | 8.7 ± 3.5 | 9.4 ± 3.8 | NS |
Data are expressed as mean ± standard deviation for normally distributed continuous variables or medians (interquartile range) for skewed continuous variables. Obesity categorized by body mass index (BMI) ≥ 25 kg/m2. †Differences between the two subgroups were compared using a χ2‐test for categorical variables, Student's t‐test for normally distributed continuous variables and the Mann–Whitney U‐test for skewed continuous variables. BP, blood pressure; Cr, creatinine; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; HbA1c, hemoglobin A1c; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; NS, not significant.
Annual medical expenditures of all patients and of two subgroups stratified by obesity status
| Variable | All | Body mass index (kg/m2) |
| |
|---|---|---|---|---|
| <25 | ≥25 | |||
| Total | ¥269,333 (¥169,664–437,437) | ¥252,263 (¥153,218–389,635) | ¥294,548 (¥183,090–488,909) | 0.004 |
| All outpatient services | ¥260,111 (¥163,671–400,038) | ¥242,082 (¥151,866–356,663) | ¥293,792 (¥181,923–448,031) | 0.001 |
| Outpatient services except for medications | ¥95,900 (¥54,630–187,061) | ¥92,490 (¥53,775–182,850) | ¥100,650 (¥57,120–18,895) | 0.22 |
| Medications | ¥133,183 (¥82,120–212,902) | ¥120,663 (¥72,994–176,934) | ¥161,931 (¥101,719–247,644) | <0.001 |
| Hyperglycemia | ¥67,127 (¥26,704–107,071) | ¥60,439 (¥19,107–99,800) | ¥79,647 (¥39,824–132,399) | <0.001 |
| Hypertension | ¥26,748 (¥0–60,996) | ¥19,893 (¥0–53,338) | ¥44,895 (¥1,149–72,578) | 0.001 |
| Dyslipidemia | ¥18,382 (¥0–39,303) | ¥9,888 (¥0–36,849) | ¥24,354 (¥0–41,930) | 0.02 |
| Hospitalization | ¥602,079 (¥284,913–1,030,000) | ¥307,119 (¥247,845–599,400) | ¥602,079 (¥284,913–1,030,000) | 0.03 |
Data are expressed as medians of Japanese yen (interquartile range). Obesity categorized by body mass index (BMI) ≥25 kg/m2. †Differences between subgroups were compared using Mann–Whitney U‐tests for skewed continuous variables. ‡All outpatient services = total medical expenditures – hospitalization costs. §Data were analyzed only in patients that were hospitalized (total 54 patients; 31 without and 23 with obesity).
Prescription rates of antihyperglycemic, antihypertensive and antidyslipidemic drug classes
| Disease categories and drug classes | Body mass index (kg/m2) |
| |
|---|---|---|---|
| <25 ( | ≥25 ( | ||
| Hyperglycemia | |||
| Biguanides | 27.8 | 46.1 | <0.001 |
| Sulfonylureas | 36.7 | 37.0 | NS |
| Glinides | 6.7 | 6.8 | NS |
| Thiazolidines | 10.1 | 23.6 | <0.001 |
| α‐Glucosidase inhibitors | 24.9 | 21.2 | NS |
| Incretin‐related agents | 21.1 | 27.9 | NS |
| Insulins | 35.7 | 40.6 | NS |
| No. classes | |||
| 0 | 11.8 | 4.2 | 0.003 |
| 1 | 35.9 | 30.3 | |
| 2 | 33.8 | 33.3 | |
| ≥3 | 18.5 | 32.2 | |
| Hypertension | |||
| Calcium channel blockers | 30.0 | 41.2 | 0.03 |
| RAS inhibitors | 54.0 | 61.8 | NS |
| Diuretics | 13.5 | 30.9 | <0.001 |
| Others | 10.1 | 15.8 | NS |
| No. classes | |||
| 0 | 37.6 | 24.2 | 0.002 |
| 1 | 28.3 | 25.4 | |
| 2 | 24.4 | 26.7 | |
| ≥3 | 9.7 | 23.7 | |
| Dyslipidemia | |||
| Statins | 48.1 | 50.3 | NS |
| Others | 11.4 | 15.2 | NS |
| No. classes | |||
| 0 | 45.6 | 38.2 | NS |
| 1 | 48.9 | 55.8 | |
| ≥2 | 5.5 | 6.0 | |
Data are expressed as the percentages in each subgroup (body mass index < 25 or ≥25). †Differences between subgroups were compared using χ2‐tests. NS, not significant; RAS, renin–angiotensin system.