| Literature DB >> 27872510 |
Miyuki Yokoyama1, Tetsu Watanabe1, Yoichiro Otaki1, Hiroki Takahashi1, Takanori Arimoto1, Tetsuro Shishido1, Takuya Miyamoto1, Tsuneo Konta1, Yoko Shibata1, Makoto Daimon2, Yoshiyuki Ueno3, Takeo Kato3, Takamasa Kayama3, Isao Kubota1.
Abstract
Background. Early identification of high risk subjects for cardiovascular disease in health check-up is still unmet medical need. Cardiovascular disease is characterized by the superior increase in aspartate aminotransferase (AST) to alanine aminotransferase (ALT). However, the association of AST/ALT ratio with brain natriuretic peptide (BNP) levels and cardiovascular mortality remains unclear in the general population. Methods and Results. This longitudinal cohort study included 3,494 Japanese subjects who participated in a community-based health check-up, with a 10-year follow-up. The AST/ALT ratio increased with increasing BNP levels. And multivariate logistic analysis showed that the AST/ALT ratio was significantly associated with a high BNP (≥100 pg/mL). There were 250 all-cause deaths including 79 cardiovascular deaths. Multivariate Cox proportional hazard regression analysis revealed that a high AST/ALT ratio (>90 percentile) was an independent predictor of all-cause and cardiovascular mortality after adjustment for confounding factors. Kaplan-Meier analysis demonstrated that cardiovascular mortality was higher in subjects with a high AST/ALT ratio than in those without. Conclusions. The AST/ALT ratio was associated with an increase in BNP and was predictive of cardiovascular mortality in a general population. Measuring the AST/ALT ratio during routine health check-ups may be a simple and cost-effective marker for cardiovascular mortality.Entities:
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Year: 2016 PMID: 27872510 PMCID: PMC5107869 DOI: 10.1155/2016/4857917
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Clinical characteristics of subjects with high and low BNP.
| Variables | All subjects | Low BNP | High BNP |
|
|---|---|---|---|---|
|
|
|
| ||
| Age (years) | 62 ± 10 | 62 ± 10 | 72 ± 8 | <0.0001 |
| Men/women | 1562/1932 | 1484/1863 | 78/69 | 0.0373 |
| Previous CVD, | 459 (13%) | 394 (12%) | 65 (44%) | <0.0001 |
| Previous cancer, | 74 (2.1%) | 70 (2.1%) | 4 (2.7%) | 0.6038 |
| Previous liver disease, | 82 (2.3%) | 80 (2.4%) | 2 (1.4%) | 0.4196 |
| Smoking, | 1121 (32%) | 1065 (32%) | 56 (38%) | 0.1106 |
| Alcohol consumption, | 1454 (42%) | 1390 (42%) | 64 (44%) | 0.6289 |
| Hypertension, | 1278 (37%) | 1196 (36%) | 82 (56%) | <0.0001 |
| Diabetes mellitus, | 241 (7%) | 224 (7%) | 17 (12%) | 0.0225 |
| Systolic BP, mmHg | 134 ± 16 | 134 ± 16 | 138 ± 17 | 0.0016 |
| Diastolic BP, mmHg | 80 ± 10 | 80 ± 10 | 80 ± 10 | 0.6310 |
| HbA1c, % | 5.7 ± 0.7 | 5.7 ± 0.7 | 5.7 ± 0.7 | 0.1783 |
| FBS, mg/dL | 95 ± 17 | 95 ± 17 | 96 ± 15 | 0.6199 |
| eGFR, mL/min/1.73 m2 | 82 ± 16 | 82 ± 16 | 71 ± 19 | <0.0001 |
| Log H-FABP, ng/mL | 1.24 ± 0.43 | 1.23 ± 0.43 | 1.56 ± 0.39 | <0.0001 |
| AST, IU/L | 24.6 ± 8.3 | 24.9 ± 12.3 | 26.2 ± 9.6 | 0.2329 |
| ALT, IU/L | 22.9 ± 11.6 | 23.5 ± 14.2 | 20.9 ± 11.3 | 0.0273 |
|
| 35 ± 42 | 36 ± 47 | 39 ± 52 | 0.3517 |
| AST/ALT ratio | 1.18 ± 0.34 | 1.17 ± 0.34 | 1.38 ± 0.43 | <0.0001 |
Data are expressed as mean ± standard deviation or number (%).
ALT, alanine transaminase; AST, aspartate transaminase; BNP, brain natriuretic peptide; BP, blood pressure; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; FBS, fasting blood sugar; γ-GTP, gamma glutamyl transpeptidase; HbA1c, glycosylated hemoglobin A1c; H-FABP, heart type fatty acid binding protein.
Figure 1The receiver operating characteristics curve to predict high BNP levels. The area under the curve for the AST/ALT ratio was significantly greater than for AST and ALT. ALT, alanine transaminase; AST, aspartate transaminase; BNP, brain natriuretic peptide.
Figure 2The association between the AST/ALT ratio and BNP level. The AST/ALT ratio was increased with increasing BNP levels (Kruskal-Wallis test, P < 0.0001). ALT, alanine transaminase; AST, aspartate transaminase; BNP, brain natriuretic peptide.
Univariate and multivariate logistic analyses to predict high BNP.
| Variables | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI |
| OR | 95% CI |
| |
| Age (years) | 1.12 | 1.10–1.14 | <0.0001 | 1.08 | 1.05–1.10 | <0.0001 |
| Men/women | 0.71 | 0.51–0.98 | 0.0382 | 0.76 | 0.54–1.08 | 0.1300 |
| BMI | 0.97 | 0.92–1.02 | 0.2485 | |||
| Previous CVD | 5.94 | 4.22–8.36 | <0.0001 | 3.53 | 2.46–5.07 | <0.0001 |
| Previous cancer | 1.31 | 0.47–3.64 | 0.6049 | |||
| Previous liver disease | 0.56 | 0.14–2.31 | 0.4259 | |||
| Smoking | 1.32 | 0.94–1.85 | 0.1116 | |||
| Alcohol consumption | 1.09 | 0.77–1.52 | 0.6289 | |||
| Hypertension | 2.27 | 1.63–3.12 | <0.0001 | 1.18 | 0.82–1.70 | 0.3697 |
| Diabetes mellitus | 1.82 | 1.08–3.08 | 0.0245 | 1.55 | 0.88–2.72 | 0.1258 |
| Systolic BP | 1.02 | 1.01–1.03 | 0.0016 | |||
| Diastolic BP | 1.00 | 0.99–1.02 | 0.6309 | |||
| HbA1c | 1.10 | 0.96–1.27 | 0.1785 | |||
| FBS | 1.03 | 0.84–1.18 | 0.6466 | |||
| eGFR | 0.47 | 0.37–0.57 | <0.0001 | 0.71 | 0.58–0.86 | 0.0007 |
| AST | 1.04 | 0.97–1.12 | 0.2523 | |||
| ALT | 0.79 | 0.65–0.97 | 0.0234 | |||
|
| 1.04 | 0.66–1.18 | 0.3552 | |||
| AST/ALT ratio | 1.59 | 1.39–1.81 | <0.0001 | 1.31 | 1.13–1.53 | 0.0004 |
ALT, alanine transaminase; AST, aspartate transaminase; BMI, body mass index; BNP, brain natriuretic peptide; BP, blood pressure; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; FBS, fasting blood sugar; γ-GTP, gamma glutamyl transpeptidase; HbA1c, glycosylated hemoglobin A1c; OR, odds ratio.
Per 1-SD increase.
Figure 3The association between the AST/ALT ratio and log BNP, log H-FABP, eGFR, and BMI. ALT, alanine transaminase; AST, aspartate transaminase; BMI, body mass index; BNP, brain natriuretic peptide; eGFR, estimated glomerular filtration rate; H-FABP, heart type fatty acid binding protein.
Figure 4The association between the AST/ALT ratio and survival ratio. ALT, alanine transaminase; AST, aspartate transaminase.
Univariate and multivariate Cox proportional hazard regression analyses for all-cause, cardiovascular, and noncardiovascular mortality.
| Variables | Unadjusted | Adjusted | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI |
| HR | 95% CI |
| |
| All-cause mortality | ||||||
| High AST/ALT ratio | 2.70 | 2.00–3.65 | <0.0001 | 1.46 | 1.06–2.00 | 0.0190 |
| 1.43# | 1.04–1.96 | 0.0284 | ||||
| Cardiovascular mortality | ||||||
| High AST/ALT ratio | 4.35 | 2.65–7.09 | <0.0001 | 2.19 | 1.30–3.69 | 0.0031 |
| 2.51# | 1.49–4.24 | 0.0006 | ||||
| Noncardiovascular mortality | ||||||
| High AST/ALT ratio | 2.12 | 1.44–3.13 | 0.0001 | 1.18 | 0.79–1.77 | 0.4109 |
| 1.12# | 0.75–1.69 | 0.5800 | ||||
Adjusted for age, gender, consumption of alcohol, smoking, hypertension, diabetes mellitus, and eGFR.
#Adjusted for age, gender, body mass index, previous cardiovascular disease, diabetes mellitus, eGFR, and BNP.
ALT, alanine transaminase; AST, aspartate transaminase; CI, confidence interval; eGFR, estimated glomerular filtration rate; HR, hazard ratio.
The area under the curves for cardiovascular deaths in general population.
| Area under the curve | |
|---|---|
| BNP | 0.73 |
| eGFR | 0.64 |
|
| 0.55 |
| AST | 0.56 |
| ALT | 0.56 |
| AST/ALT ratio | 0.65 |
ALT, alanine transaminase; AST, aspartate transaminase; BNP, brain natriuretic peptide; eGFR, estimated glomerular filtration rate; γ-GTP, gamma glutamyl transpeptidase.
Clinical characteristics between subjects with high and low AST/ALT ratio.
| Variables | Low AST/ALT ratio | High AST/ALT ratio |
|
|---|---|---|---|
|
|
| ||
| Age (years) | 62 ± 10 | 68 ± 11 | <0.0001 |
| Men/women | 160/177 | 1402/1755 | 0.2815 |
| BMI, kg/cm2 | 23.7 ± 3.1 | 22.1 ± 3.1 | <0.0001 |
| Previous CVD, | 380 (12%) | 79 (22%) | <0.0001 |
| Previous cancer, | 62 (2%) | 12 (3%) | 0.0869 |
| Previous liver disease, | 73 (2%) | 9 (3%) | 0.8255 |
| Smoking, | 998 (32%) | 123 (34%) | 0.3306 |
| Alcohol consumption, | 1291 (41%) | 163 (46%) | 0.1125 |
| Hypertension, | 1134 (36%) | 144 (40%) | 0.1305 |
| Diabetes mellitus, | 229 (7%) | 12 (3%) | 0.0052 |
| Systolic BP, mmHg | 134 ± 16 | 135 ± 17 | 0.4902 |
| Diastolic BP, mmHg | 80 ± 10 | 78 ± 10 | 0.0050 |
| HbA1c, % | 5.7 ± 0.7 | 5.5 ± 0.5 | <0.0001 |
| FBS, mg/dL | 95 ± 17 | 92 ± 12 | 0.0004 |
| eGFR, mL/min/1.73 m2 | 82 ± 16 | 77 ± 16 | <0.0001 |
| Log H-FABP, ng/mL | 1.23 ± 0.43 | 1.34 ± 0.45 | <0.0001 |
| Log BNP, pg/mL | 2.95 ± 0.84 | 3.42 ± 0.90 | <0.0001 |
| AST, IU/L | 24.8 ± 9.7 | 27.4 ± 25 | 0.0002 |
| ALT, IU/L | 24.3 ± 13.8 | 15.0 ± 13.2 | <0.0001 |
|
| 36 ± 45 | 34 ± 66 | 0.3455 |
Data are expressed as mean ± standard deviation or number (%).
ALT, alanine transaminase; AST, aspartate transaminase; BMI, body mass index; BNP, brain natriuretic peptide; BP, blood pressure; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; FBS, fasting blood sugar; γ-GTP, gamma glutamyl transpeptidase; HbA1c, glycosylated hemoglobin A1c; H-FABP, heart type fatty acid binding protein.
Figure 5Kaplan-Meier analysis to predict all-cause and cardiovascular death between subjects with a high and low AST/ALT ratio. ALT, alanine transaminase; AST, aspartate transaminase.