| Literature DB >> 30857534 |
Ji Eun Jun1,2, Seung-Eun Lee1, Min Sun Choi1, Sung Woon Park1, You-Cheol Hwang3, Jae Hyeon Kim4,5.
Abstract
BACKGROUND: Cardiovascular autonomic neuropathy (CAN) is a major cause of morbidity and mortality in diabetes patients. Although several risk factors for CAN progression have been established, whether CAN is reversible remains unclear and the clinical factors associated with CAN recovery have not been identified. This study aimed to determine clinical factors related to CAN recovery.Entities:
Keywords: Cardiovascular autonomic neuropathy; Recovery; Type 2 diabetes mellitus
Mesh:
Substances:
Year: 2019 PMID: 30857534 PMCID: PMC6410519 DOI: 10.1186/s12933-019-0830-4
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Fig. 1Inclusion and exclusion criteria for the study subjects. AST, aspartate transaminase; ALT, alanine aminotransferase; GFR, glomerular filtration rate
Baseline characteristics according to recovery from cardiovascular autonomic neuropathy in subjects with type 2 diabetes
| Non-recovery (n = 532) | Recovery (n = 227) | ||
|---|---|---|---|
| Age (years) | 61.4 ± 7.9 | 53.3 ± 10.8 | < 0.001 |
| Male, n (%) | 294 (55.3) | 147 (64.8) | 0.015 |
| Body weight (kg) | 65.8 ± 10.1 | 68.8 ± 12.7 | 0.001 |
| Body mass index (kg/m2) | 24.9 ± 3.0 | 25.0 ± 3.4 | 0.783 |
| Any use of alcohol, n (%) | 69 (13.0) | 39 (17.2) | 0.129 |
| Current smoker, n (%) | 84 (15.8) | 32 (14.1) | 0.554 |
| Duration of diabetes (years) | 11.5 ± 7.4 | 8.4 ± 6.2 | < 0.001 |
| Systolic BP (mmHg) | 127.1 ± 15.7 | 125.2 ± 15.1 | 0.127 |
| Diastolic BP (mmHg) | 76.2 ± 10.6 | 78.4 ± 11.7 | 0.010 |
| Lipid profiles (mg/dL) | |||
| Total cholesterol | 157.9 ± 28.8 | 161.5 ± 31.0 | 0.125 |
| Triglycerides | 123.2 ± 55.1 | 136.4 ± 75.1 | 0.007 |
| HDL-C | 51.4 ± 13.3 | 51.4 ± 13.6 | 0.937 |
| LDL-C | 91.2 ± 25.6 | 93.5 ± 25.8 | 0.243 |
| Fasting plasma glucose (mg/dL) | 144.7 ± 62.2 | 150.7 ± 52.7 | 0.204 |
| HbA1c (%) | 7.4 ± 4.9 | 7.4 ± 1.6 | 0.939 |
| HbA1c (mmol/mol) | 57.8 ± 53.2 | 57.5 ± 17.3 | 0.939 |
| Fasting C-peptide (ng/ml)a | 2.2 ± 1.0 | 2.4 ± 1.2 | 0.041 |
| Estimated GFR (mL/min/1.73 m2) | 79.8 ± 16.0 | 84.5 ± 16.2 | < 0.001 |
| Other diabetic complications | |||
| Presence of retinopathy, n (%)b | 93 (18.2) | 27 (12.4) | 0.054 |
| Presence of micro/macroalbuminuria, n (%) | 96 (18.0) | 27 (11.9) | 0.035 |
| Mean CIMT (mm)c | 0.79 ± 0.21 | 0.71 ± 0.19 | < 0.001 |
| Use of insulin, n (%) | 53 (10.0) | 24 (10.6) | 0.799 |
| Use of oral anti-diabetes drug, n (%) | 501 (94.2) | 210 (92.5) | 0.390 |
| Use of statin, n (%) | 346 (65.0) | 130 (57.3) | 0.043 |
| Use of anti-hypertensive drug, n (%) | 260 (48.9) | 75 (33.0) | < 0.001 |
| ACE inhibitor or ARB | 225 (42.3) | 66 (29.1) | 0.001 |
| Calcium channel blocker | 102 (19.2) | 23 (10.1) | 0.002 |
| Thiazide | 83 (15.6) | 23 (10.1) | 0.109 |
| Beta-blocker | 27 (5.1) | 10 (4.4) | 0.695 |
| Diuretics | 83 (15.6) | 23 (10.1) | 0.028 |
| Use of anti-platelet/anti-coagulant | 244 (45.9) | 62 (27.3) | < 0.001 |
| Indices of heart rate variability | |||
| Ln SDNN (ms) | 3.0 ± 0.5 | 3.1 ± 0.5 | 0.061 |
| Ln RMSSD (ms) | 2.7 ± 0.6 | 2.7 ± 0.6 | 0.137 |
| Ln LF (ms2) | 4.0 ± 1.2 | 4.2 ± 1.2 | 0.097 |
| Ln HF (ms2) | 3.7 ± 1.2 | 3.9 ± 1.2 | 0.052 |
| Ln LF:HF | 0.3 ± 1.0 | 0.4 ± 1.0 | 0.195 |
| Total CAN score | 1.1 ± 0.3 | 1.1 ± 0.3 | 0.751 |
BP, blood pressure; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol; GFR, glomerular filtration rate; ACR, albumin to creatinine ratio; CIMT, carotid intima-media thickness; ACE, angiotensin converting enzyme; ARB, angiotensin II receptor blockers; SDNN, standard deviation of all NN intervals; RMSSD, root mean square of the successive differences; LF, low frequency; HF, high frequency; CAN, cardiovascular autonomic neuropathy
aMeasured in 687 subjects
bMeasured in 727 subjects
cMeasured in 461 subjects
Change in clinical variables and indices of cardiovascular autonomic neuropathy over 2–3 years
| Change in variables (Δ) | Non-recovery (n = 532) | Recovery (n = 227) | |
|---|---|---|---|
| Δ Body weight (kg) | − 0.1 ± 3.3 | − 0.7 ± 3.4 | 0.047 |
| Δ Body mass index (kg/m2) | − 0.1 ± 1.2 | − 0.2 ± 1.2 | 0.217 |
| Δ Systolic BP (mmHg) | − 8.4 ± 17.4 | − 6.7 ± 18.0 | 0.218 |
| Δ Diastolic BP (mmHg) | − 1.5 ± 29.7 | − 1.6 ± 11.0 | 0.935 |
| Δ Total cholesterol (mg/dL) | − 6.8 ± 31.6 | − 9.9 ± 38.7 | 0.245 |
| Δ Triglycerides (mg/dL) | 5.1 ± 58.4 | − 2.7 ± 75.8 | 0.126 |
| Δ HDL-C (mg/dL) | 2.6 ± 24.9 | 0.9 ± 11.3 | 0.340 |
| Δ LDL-C (mg/dL) | − 5.9 ± 34.1 | − 9.3 ± 33.6 | 0.212 |
| Δ Fasting plasma glucose (mg/dL) | − 6.7 ± 66.7 | − 9.8 ± 58.7 | 0.540 |
| Change in HbA1c | |||
| ΔHbA1c (%) | 0.18 ± 1.18 | − 0.26 ± 1.23 | < 0.001 |
| Mean HbA1c (%) | 7.1 ± 1.0 | 7.1 ± 0.9 | 0.850 |
| Adjusted SD of HbA1c (%)a | 0.50 ± 0.45 | 0.48 ± 0.40 | 0.521 |
| CV of HbA1c | 6.7 ± 5.8 | 6.4 ± 4.7 | 0.397 |
| Change in medication | |||
| Δ Use of insulin, n (%) | 24 (4.5) | 13 (5.7) | 0.477 |
| Δ Use of oral anti-diabetes drug, n (%) | 205 (38.5) | 113 (49.8) | 0.004 |
| Δ Use of statin, n (%) | 96 (18.0) | 41 (18.1) | 0.996 |
| Δ Use of anti-hypertensive drug, n (%) | 133 (25.0) | 47 (20.8) | 0.214 |
| Δ Use of anti-platelet/anti-coagulant, n (%) | 88 (16.5) | 27 (11.9) | 0.107 |
| Change in indices of heart rate variability | |||
| Δ Ln SDNN (ms) | − 0.02 ± 0.52 | 0.15 ± 0.45 | < 0.001 |
| Δ Ln RMSSD (ms) | − 0.03 ± 0.64 | 0.02 ± 0.59 | 0.302 |
| Δ Ln LF (ms2) | 0.33 ± 1.04 | 0.40 ± 1.07 | 0.341 |
| Δ Ln HF (ms2) | − 0.04 ± 1.22 | 0.04 ± 1.06 | 0.384 |
| Δ Ln LF:HF | 0.08 ± 1.23 | − 0.18 ± 1.23 | 0.009 |
| Δ Total CAN score | 0.1 ± 0.4 | − 1.1 ± 0.2 | < 0.001 |
ΔChange represents a variable’s value at follow-up subtracted from the value obtained at baseline
BP, blood pressure; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol; SDNN, standard deviation of all NN intervals; RMSSD, root mean square of the successive differences; LF, low frequency; HF, high frequency; CAN, cardiovascular autonomic neuropathy
aSD of HbA1c divided by [n/(n–1)]0.5, where n is the number of HbA1c measurements
Fig. 2Change in each category of cardiovascular autonomic neuropathy over 2–3 years
Significant associated factors for composite recovery of cardiovascular autonomic neuropathy in subjects with type 2 diabetes
| Partial + complete recovery (n = 227) | ||||||
|---|---|---|---|---|---|---|
| Univariate OR (95% CI) | Adjusted OR (95% CI)a | Adjusted OR (95% CI)b | ||||
| Baseline variables | ||||||
| Younger age (per 5-year decrease) | 1.62 (1.47–1.78) | < 0.001 | 1.49 (1.25–1.78) | < 0.001 | 1.52 (1.33–1.75) | < 0.001 |
| Male | 1.49 (1.08–2.05) | 0.015 | 1.65 (0.87–3.13) | 0.124 | ||
| Body weight (per 1 kg decrease) | 1.03 (1.01–1.04) | 0.001 | 1.02 (0.99–1.05) | 0.185 | ||
| Duration of diabetes (per 5 year decrease) | 1.41 (1.24–1.59) | < 0.001 | 1.33 (1.05–1.67) | 0.016 | 1.37 (1.13–1.67) | 0.002 |
| Diastolic BP (per 10 mmHg decrease) | 0.83 (0.72–0.96) | 0.010 | 0.94 (0.73–1.21) | 0.631 | ||
| Triglycerides (per 10 mg/dL decrease) | 0.97 (0.94–0.99) | 0.008 | 0.99 (0.95–1.03) | 0.690 | ||
| Fasting C-peptide (per 1 ng/mL increase)c | 0.86 (1.74–0.99) | 0.043 | 1.25 (0.96–1.62) | 0.092 | ||
| Estimated GFR (per 10 mL/min/1.73 m2 increase) | 1.20 (1.09–1.33) | < 0.001 | 1.08 (0.91–1.28) | 0.396 | ||
| Presence of retinopathy, yesd | 0.64 (0.40–1.01) | 0.056 | 1.35 (0.68–2.68) | 0.390 | ||
| Presence of micro/macroalbuminuria, yes | 0.61 (0.39–0.97) | 0.037 | 0.34 (0.15–0.78) | 0.011 | 0.34 (0.16–0.75) | 0.007 |
| Mean CIMT (per 1 mm decrese)e | 10.12 (2.87–35.69) | < 0.001 | 2.39 (0.56–10.19) | 0.238 | ||
| Use of statin, yes | 0.72 (0.52–0.99) | 0.043 | 1.04 (0.61–1.78) | 0.890 | ||
| Use of CCB or ACE inhibitor/ARB, yes | 0.52 (0.37–0.71) | < 0.001 | 0.88 (0.50–1.53) | 0.643 | ||
| Use of anti-platelet/anti-coagulant, yes | 0.44 (0.32–0.62) | < 0.001 | 0.88 (0.50–1.55) | 0.659 | ||
| Change in variables | ||||||
| Δ body weight (per 1 kg decrease) | 1.05 (1.01–1.10) | 0.048 | 1.11 (1.02–1.21) | 0.016 | 1.10 (1.02–1.19) | 0.015 |
| Δ HbA1c (per 1% decrease) | 1.36 (1.19–1.56) | < 0.001 | 1.32 (1.05–1.67) | 0.019 | 1.35 (1.08–1.67) | 0.007 |
| Δ Change in oral anti-diabetes drug, yes | 1.60 (1.17–2.18) | 0.004 | 0.81 (0.47–1.42) | 0.465 | ||
aOnly factors with P < 0.10 on univariate logistic regression were presented and included in the multivariate logistic regression
bOdd ratios were analyzed by a forward–backward stepwise selection process
cMeasured in 687 subjects
dMeasured in 727 subjects
eMeasured in 461 subjects
Significant associated factors for the complete recovery of cardiovascular autonomic neuropathy in subjects with type 2 diabetes
| Complete recovery (n = 9) | ||||||
|---|---|---|---|---|---|---|
| Univariate OR (95% CI) | Adjusted OR (95% CI)a | Adjusted OR (95% CI)b | ||||
| Baseline variables | ||||||
| Younger age (per 5-year decrease) | 1.67 (1.26–2.20) | < 0.001 | 1.63 (1.07–2.49) | 0.023 | 1.67 (1.26–2.23) | < 0.001 |
| Total cholesterol (per 10 mg/dL decrease) | 1.27 (0.97–1.67) | 0.088 | 1.24 (0.96–1.61) | 0.099 | ||
| HbA1c (per 1% decrease) | 0.97 (0.94–1.00) | 0.065 | 1.54 (0.78–3.05) | 0.212 | ||
| Change in variables | ||||||
| Δ Change in oral anti-diabetes drug, yes | 4.94 (1.02–23.94) | 0.047 | 3.44 (0.65–18.07) | 0.145 | ||
| Δ Change in anti-hypertensive drug, yes | 0.10 (0.02–0.52) | 0.006 | 0.96 (0.84–10.91) | 0.971 | ||
aOnly factors with P < 0.10 on univariate logistic regression were presented and included in the multivariate logistic regression
bOdd ratios were analyzed by a forward–backward stepwise selection process
Linear associations between change in heart rate variability indices and change in clinical variables
| Standardized β | ||||||
|---|---|---|---|---|---|---|
| Δ Ln SDNN | Δ Ln RMSSD | Δ LF | Δ HF | Δ LF: HF | Δ Total CAN score | |
| Age (years) | − 0.070 | 0.021 | − 0.330 | 0.003 |
|
|
| Sex (female) | − 0.050 | 0.023 | − | 0.030 | 0.002 | 0.064 |
| Duration of diabetes (year) | − 0.057 | − 0.033 | 0.040 | − 0.032 |
|
|
| Current smoking | 0.038 | 0.038 | 0.025 | 0.020 | 0.030 | 0.051 |
| Δ Body weight (kg) | − 0.028 | − 0.020 | − 0.004 | − 0.041 | 0.015 |
|
| Δ BMI (kg/m2) | − 0.030 | − 0.024 | − 0.002 | − 0.041 | 0.022 | 0.049 |
| Δ SBP (mmHg) | − 0.013 | 0.008 | − 0.017 | − 0.004 | 0.031 | − 0.012 |
| Δ DBP (mmHg | 0.013 | 0.001 | 0.001 | 0.007 | 0.049 | 0.004 |
| Δ Total cholesterol (mg/dL) | − 0.012 | − 0.020 | 0.010 | − 0.026 |
| 0.002 |
| Δ Triglycerides (mg/dL) | − 0.040 | − | 0.049 | − 0.072 | 0.055 | 0.054 |
| Δ HDL-C (mg/dL) | 0.017 | 0.015 | 0.008 | 0.037 | − 0.046 | 0.010 |
| Δ LDL-C (mg/dL) | 0.015 | 0.002 | 0.033 | 0.026 | 0.046 | 0.014 |
| Δ Fasting plasma glucose (mg/dL) | − 0.060 | − 0.006 | 0.026 | − 0.012 | 0.019 | 0.004 |
| Δ HbA1c (%) | − | − 0.044 | − 0.020 | − 0.043 | 0.045 |
|
| Mean HbA1c (%) | − 0.062 | − 0.070 | 0.036 | − 0.056 | 0.032 |
|
| Adjusted SD of HbA1c (%) | − 0.004 | − 0.040 | 0.060 | − 0.030 | − 0.022 |
|
| CV of HbA1c | 0.011 | − 0.029 | 0.053 | 0.011 | − 0.040 |
|
| Δ Change in insulin, yes | − 0.009 | − 0.002 | − 0.015 | 0.019 | 0.071 | 0.016 |
| Δ Change in oral anti-diabetes drug, yes | 0.019 | − 0.020 | 0.025 | − 0.013 | − 0.029 | − 0.060 |
| Δ Change in statin, yes | 0.032 | 0.012 | 0.030 | 0.015 | 0.001 | − 0.023 |
| Δ Change in anti-hypertensive drug, yes | − 0.030 | − 0.031 | 0.066 | − 0.025 |
|
|
| Δ Change in anti-platelet/anti-coagulant, yes | 0.046 | 0.062 | − 0.015 | 0.048 | 0.003 |
|
* P < 0.05, ** P < 0.01, and *** P < 0.001