Cardiology Research, ISSN 1923-2829 print, 1923-2837 online, Open Access |
Article copyright, the authors; Journal compilation copyright, Cardiol Res and Elmer Press Inc |
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Original Article
Volume 13, Number 3, June 2022, pages 144-153
Habitual Hot-Tub Bathing and Cardiovascular Risk Factors in Patients With Type 2 Diabetes Mellitus: A Cross-Sectional Study
Tables
Variables | Data obtained (n) | Mean ± SD, n (%) |
---|---|---|
BMI: body mass index; HbA1c: hemoglobin A1c; AST: aspartate aminotransferase; ALT: alanine aminotransferase; γGTP: γ-glutamyl transferase; HDL-C: high-density lipoprotein-cholesterol; LDL-C: low-density lipoprotein-cholesterol; eGFR: estimated glomerular filtration rate; SD: standard deviation. | ||
N | 1,297 | 1,297 |
Gender (male) | 1,297 | 713 (55%) |
Age (years) | 1,297 | 66.9 ± 13.6 |
Body height (cm) | 1,183 | 161 ± 10 |
Body weight (kg) | 1,221 | 67.1 ± 16.5 |
BMI (kg/m2) | 1,160 | 25.9 ± 5.3 |
Waist circumference (cm) | 262 | 94 ± 15 |
Systolic blood pressure (mm Hg) | 984 | 133 ± 16 |
Diastolic blood pressure (mm Hg) | 979 | 74 ± 12 |
Plasma glucose (mg/dL) | 1,230 | 157 ± 53 |
HbA1c (%) | 1,275 | 7.17 ± 1.14 |
AST (IU/L) | 1,234 | 27 ± 14 |
ALT (IU/L) | 1,220 | 28 ± 23 |
γGTP (IU/L) | 1,052 | 43 ± 71 |
Total cholesterol (mg/dL) | 983 | 185 ± 35 |
HDL-C (mg/dL) | 1,215 | 55 ± 15 |
LDL-C (mg/dL) | 795 | 104 ± 27 |
Triglyceride (mg/dL) | 1,224 | 151 ± 122 |
eGFR (mL/min/1.73 m2) | 1,209 | 70 ± 22 |
History of coronary artery diseases | 1,297 | 86 (7%) |
History of cerebral infarction | 1,297 | 71 (5%) |
Result of questionnaire | ||
Frequency of hot-tub bathing (times/week) | 1,297 | 4.2 ± 2.7 |
Duration of hot-tub bathing (min) | 1,168 | 16 ± 14 |
Presence of hot-tub in residence (yes) | 1,115 | 1,114 (99.9%) |
Medications, number of medications | N (%), mean ± SD |
---|---|
DPP-4: dipeptidyl peptidase-4; SGLT2: sodium-glucose cotransporter 2; GLP-1: glucagon-like peptide-1; ACE: angiotensin-converting enzyme; SD: standard deviation. | |
Medications for diabetes | |
Insulin | 201 (15.5%) |
Metformin | 559 (43.1%) |
Sulfonylurea | 160 (12.3%) |
Glinides | 72 (5.6%) |
Thiazolidinedione | 261 (20.1%) |
Alpha-glucosidase inhibitors | 204 (15.7%) |
DPP-4 inhibitors | 796 (61.4%) |
SGLT2 inhibitors | 312 (24.1%) |
GLP-1 receptor agonists | 115 (8.9%) |
No medication for diabetes | 188 (14.5%) |
Number of hypoglycemic agents | 2.1 ± 1.4 |
Medication for hypertension | |
ACE inhibitors | 9 (0.7%) |
Angiotensin II receptor blockers | 591 (45.6%) |
Calcium channel blockers | 511 (39.4%) |
Diuretics | 103 (7.9%) |
Alpha blockers | 16 (1.2%) |
Beta blockers | 58 (4.5%) |
No medication for hypertension | 557 (42.9%) |
Number of antihypertensive agents | 1.0 ± 1.1 |
Medication for dyslipidemia | |
Statins | 680 (52.4%) |
Ezetimibe | 151 (11.6%) |
Fibrates | 56 (4.3%) |
No medication for dyslipidemia | 478 (36.9%) |
Number of hypolipidemic agents | 1.7 ± 0.8 |
Antiplatelet drugs | 189 (14.6%) |
R | P | |
---|---|---|
BMI: body mass index; HbA1c: hemoglobin A1c; AST: aspartate aminotransferase; ALT: alanine aminotransferase; γGTP: γ-glutamyl transferase; HDL-C: high-density lipoprotein-cholesterol; LDL-C: low-density lipoprotein-cholesterol; eGFR: estimated glomerular filtration rate. | ||
Age (years) | 0.098 | < 0.001 |
Body weight (kg) | -0.089 | 0.002 |
BMI (kg/m2) | -0.104 | < 0.001 |
Waist circumference (cm) | -0.165 | 0.014 |
Systolic blood pressure (mm Hg) | -0.049 | 0.127 |
Diastolic blood pressure (mm Hg) | -0.118 | < 0.001 |
Plasma glucose (mg/dL) | -0.080 | 0.005 |
HbA1c (%) | -0.078 | 0.005 |
AST (IU/L) | 0.022 | 0.441 |
ALT (IU/L) | 0.008 | 0.771 |
γGTP (IU/L) | -0.045 | 0.144 |
Total cholesterol (mg/dL) | -0.005 | 0.868 |
HDL-C (mg/dL) | 0.007 | 0.795 |
LDL-C (mg/dL) | 0.014 | 0.693 |
Triglyceride (mg/dL) | -0.037 | 0.192 |
eGFR (mL/min/1.73 m2) | 0.026 | 0.360 |
Frequency of hot-tub bathing (per week) | ≥ 4 (Group 1) | < 4, ≥ 1 (Group 2) | < 1 (Group 3) | P |
---|---|---|---|---|
DPP-4: dipeptidyl peptidase-4; SGLT2: sodium-glucose cotransporter 2; GLP-1: glucagon-like peptide-1; ACE: angiotensin-converting enzyme; M: male; F: female. | ||||
N (gender: M/F) | 693 (386/307) | 415 (235/180) | 189 (92/97) | 0.163 |
Age (years) | 67.5 ± 13.2 | 68.0 ± 13.6 | 62.3 ± 13.7 | < 0.001 |
History of coronary artery diseases | 44 (6.3%) | 26 (6.3%) | 16 (8.5%) | 0.547 |
History of cerebral infarction | 45 (6.5%) | 19 (4.6%) | 7 (3.7%) | 0.204 |
Duration of hot-tub bathing (min) | 16 ± 11 | 16 ± 14 | 15 ± 13 | 0.617 |
Medications for diabetes | ||||
Insulin | 101 (14.6%) | 73 (17.6%) | 27 (14.3%) | 0.359 |
Metformin | 287 (41.4%) | 185 (44.6%) | 87 (46.0%) | 0.399 |
Sulfonylurea | 81 (11.7%) | 59 (14.2%) | 24 (12.7%) | 0.339 |
Glinides | 40 (5.8%) | 24 (5.8%) | 8 (4.2%) | 0.693 |
Thiazolidinedione | 140 (20.2%) | 88 (21.2%) | 33 (17.5%) | 0.566 |
Alpha-glucosidase inhibitors | 114 (16.5%) | 67 (16.1%) | 23 (12.2%) | 0.344 |
DPP-4 inhibitors | 417 (60.2%) | 273 (65.8%) | 104 (55.0%) | 0.098 |
SGLT2 inhibitors | 157 (22.7%) | 104 (25.1%) | 51 (27.0%) | 0.394 |
GLP-1 receptor agonists | 51 (7.4%) | 39 (9.4%) | 25 (13.2%) | 0.038 |
No medication for diabetes | 112 (16.2%) | 47 (11.3%) | 29 (15.3%) | 0.081 |
Number of hypoglycemic agents | 2.0 ± 1.4 | 2.2 ± 1.5 | 2.0 ± 1.4 | 0.078 |
Medication for hypertension | ||||
ACE inhibitors | 4 (0.6%) | 3 (0.7%) | 2 (1.1%) | 0.776 |
Angiotensin II receptor blockers | 311 (44.9%) | 202 (48.7%) | 78 (41.3%) | 0.206 |
Calcium channel blockers | 279 (40.3%) | 169 (40.7%) | 63 (33.3%) | 0.180 |
Diuretics | 53 (7.6%) | 37 (8.9%) | 13 (6.9%) | 0.634 |
Alpha blockers | 10 (1.4%) | 6 (1.4%) | 0 (0%) | 0.251 |
Beta blockers | 35 (5.1%) | 18 (4.3%) | 5 (2.6%) | 0.361 |
No medication for hypertension | 294 (42.4%) | 170 (41.0%) | 93 (49.2%) | 0.152 |
Number of antihypertensive agents | 1.0 ± 1.0 | 1.1 ± 1.0 | 1.0 ± 1.0 | 0.090 |
Medication for dyslipidemia | ||||
Statins | 355 (51.2%) | 217 (52.3%) | 108 (57.1%) | 0.352 |
Ezetimibe | 83 (12.0%) | 54 (13.0%) | 14 (7.4%) | 0.127 |
Fibrates | 33 (4.8%) | 15 (3.6%) | 8 (4.2%) | 0.660 |
No medication for dyslipidemia | 261 (37.7%) | 154 (37.1%) | 63 (33.3%) | 0.545 |
Number of hypolipidemic agents | 0.79 ± 0.73 | 0.81 ± 0.75 | 0.80 ± 0.68 | 0.887 |
Antiplatelet drugs | 100 (14.4%) | 65 (15.7%) | 24 (12.7%) | 0.542 |
Frequency of hot-tub bathing (per week) | ≥ 4 (Group 1) | < 4, ≥ 1 (Group 2) | < 1 (Group 3) | P |
---|---|---|---|---|
Comparisons of variables between the three groups were performed by one-way analysis of variance (ANOVA) and Tukey’s multiple comparison test. Data are expressed as mean ± SD. BMI: body mass index; HbA1c: hemoglobin A1c; AST: aspartate aminotransferase; ALT: alanine aminotransferase; γGTP: γ-glutamyl transferase; HDL-C: high-density lipoprotein-cholesterol; LDL-C: low-density lipoprotein-cholesterol; eGFR: estimated glomerular filtration rate; SD: standard deviation; M: male; F: female. | ||||
N (gender: M/F) | 693 (386/307) | 415 (235/180) | 189 (92/97) | 0.163 |
Age (years) | 67.5 ± 13.2 | 68.0 ± 13.6 | 62.3 ± 13.7 | < 0.001 |
Body weight (kg) | 66.2 ± 15.6 | 67.1 ± 16.9 | 70.0 ± 18.6 | 0.026 |
BMI (kg/m2) | 25.5 ± 5.0 | 26.0 ± 5.4 | 26.7 ± 6.0 | 0.025 |
Waist circumference (cm) | 92 ± 14 | 94 ± 16 | 101 ± 17 | 0.012 |
Systolic blood pressure (mm Hg) | 133 ± 15 | 132± 18 | 134 ±17 | 0.412 |
Diastolic blood pressure (mm Hg) | 73 ± 12 | 75 ± 12 | 77 ± 13 | 0.001 |
Plasma glucose (mg/dL) | 153 ± 50 | 160 ± 54 | 162 ± 62 | 0.057 |
HbA1c (%) | 7.10 ± 0.97 | 7.20 ± 1.11 | 7.36 ± 1.67 | 0.012 |
AST (IU/L) | 27 ± 14 | 25 ± 12 | 28 ± 32 | 0.090 |
ALT (IU/L) | 28 ± 21 | 26 ± 22 | 29 ± 30 | 0.147 |
γGTP (IU/L) | 41 ± 47 | 40 ± 49 | 56 ± 144 | 0.048 |
Total cholesterol (mg/dL) | 185 ± 33 | 183 ± 35 | 190 ± 42 | 0.179 |
HDL-C (mg/dL) | 55 ± 15 | 56 ± 16 | 55 ± 16 | 0.855 |
LDL-C (mg/dL) | 102 ± 32 | 106 ± 36 | 112 ± 36 | 0.431 |
Triglyceride (mg/dL) | 148 ± 125 | 183 ± 35 | 190 ± 42 | 0.275 |
eGFR (mL/min/1.73 m2) | 70 ± 22 | 69 ± 21 | 69 ± 24 | 0.424 |
Independent variables | β | SE | Standardized β | P |
---|---|---|---|---|
aMultiple regression analysis with HbA1c as the dependent variable. (R = 0.521, P < 0.001). bMultiple regression analysis with diastolic blood pressure as the dependent variable. (R = 0.453, P < 0.001). cMultiple regression analysis with BMI as the dependent variable. (R = 0.562, P < 0.001). β: coefficient; SE: standard error; BMI: body mass index; HbA1c: hemoglobin A1c; ALT: alanine aminotransferase; HDL-C: high-density lipoprotein-cholesterol; LDL-C: low-density lipoprotein-cholesterol; eGFR: estimated glomerular filtration rate. | ||||
Analysis with HbA1c as the dependent variablea | ||||
Gender | 0.023 | 0.083 | 0.009 | 0.784 |
Age | 0.006 | 0.003 | 0.065 | 0.098 |
BMI | -0.001 | 0.009 | -0.003 | 0.946 |
ALT | 0.008 | 0.002 | 0.139 | < 0.001 |
HDL-C | 0.003 | 0.003 | 0.035 | 0.339 |
LDL-C | 0.007 | 0.001 | 0.179 | < 0.001 |
Triglyceride | 0.001 | 0.000 | 0.072 | 0.044 |
Insulin use | 0.609 | 0.117 | 0.186 | < 0.001 |
Number of hypoglycemic agents | 0.307 | 0.030 | 0.363 | < 0.001 |
Frequency of hot-tub bathing (per week) | -0.036 | 0.015 | -0.078 | 0.020 |
Analysis with diastolic blood pressure as the dependent variableb | ||||
Gender | 4.331 | 0.998 | 0.178 | < 0.001 |
Age | -0.206 | 0.046 | -0.222 | < 0.001 |
BMI | 0.205 | 0.111 | 0.087 | 0.066 |
ALT | 0.041 | 0.026 | 0.071 | 0.113 |
HDL-C | 0.031 | 0.037 | 0.038 | 0.396 |
LDL-C | 0.039 | 0.016 | 0.099 | 0.016 |
Triglyceride | 0.001 | 0.004 | 0.007 | 0.865 |
eGFR | 0.053 | 0.025 | 0.094 | 0.035 |
Insulin use | - 1.412 | 1.279 | -0.044 | 0.270 |
Frequency of hot-tub bathing | - 0.502 | 0.183 | -0.110 | 0.006 |
Analysis with BMI as the dependent variablec | ||||
Gender | -1.204 | 0.314 | -0.115 | < 0.001 |
Age | -0.129 | 0.014 | -0.323 | < 0.001 |
Diastolic blood pressure | 0.027 | 0.014 | 0.062 | 0.050 |
ALT | 0.044 | 0.008 | 0.185 | < 0.001 |
HDL-C | -0.075 | 0.011 | -0.212 | < 0.001 |
Triglyceride | 0.001 | 0.001 | 0.028 | 0.382 |
Number of hypoglycemic agents | 0.316 | 0.118 | 0.086 | 0.008 |
Number of hypolipidemic agents | -0.034 | 0.209 | -0.005 | 0.870 |
Number of antihypertensive agents | 0.818 | 0.152 | 0.160 | < 0.001 |
Frequency of hot-tub bathing | -0.144 | 0.057 | -0.074 | 0.012 |