| Literature DB >> 27716263 |
S A Paul Chubb1,2, Wendy A Davis1, Kirsten E Peters1, Timothy M E Davis3.
Abstract
BACKGROUND: Serum bicarbonate is associated with mortality, heart failure (HF) and progression of renal failure in studies of healthy people and patients with chronic kidney disease, but the significance of these observations in unselected patients with diabetes in the general population is unknown. The aim of this study was to determine whether serum bicarbonate was associated with mortality and cardiovascular disease risk in type 2 diabetes.Entities:
Keywords: Bicarbonate; Coronary artery disease; Mortality; Type 2 diabetes
Mesh:
Substances:
Year: 2016 PMID: 27716263 PMCID: PMC5054557 DOI: 10.1186/s12933-016-0462-x
Source DB: PubMed Journal: Cardiovasc Diabetol ISSN: 1475-2840 Impact factor: 9.951
Baseline characteristics of patients with type 2 diabetes in the Fremantle Diabetes Study categorized by quintile of serum bicarbonate
| Serum bicarbonate quintile (mmol/L) | ||||||
|---|---|---|---|---|---|---|
| Q1 ≤23 | Q2 24–25 | Q3 26–27 | Q4 28 | Q5 ≥29 |
| |
| N (%) | 183 (14.3) | 219 (17.1) | 341 (26.6) | 178 (13.9) | 362 (28.2) | |
| Age (years) | 61.9 ± 12.4 | 62.6 ± 12.8 | 63.2 ± 10.3 | 64.3 ± 11.0 | 66.8 ± 10.1***,†††, ‡‡‡ | <0.001 |
| Male (%) | 43.7 | 38.8 | 46.9 | 57.3††† | 54.7††† | <0.001 |
| Ethnic background (%) | 0.22 | |||||
| Anglo-Celt | 65.6 | 62.6 | 62.2 | 60.1 | 58.8 | |
| Southern European | 11.5 | 16.0 | 19.4 | 20.8 | 18.5 | |
| Other European | 10.4 | 7.3 | 6.2 | 10.1 | 9.4 | |
| Asian | 1.1 | 4.1 | 3.2 | 3.4 | 4.4 | |
| Aboriginal | 3.3 | 1.4 | 1.2 | 1.7 | 0.8 | |
| Mixed/other | 8.2 | 8.7 | 7.9 | 3.9 | 8.0 | |
| Not fluent in English (%) | 12.0 | 12.8 | 17.6 | 18.5 | 14.7 | 0.24 |
| Educated beyond primary school (%) | 77.3 | 73.8 | 75.7 | 70.5 | 72.8 | 0.55 |
| Currently married/de facto relationship (%) | 62.8 | 61.0 | 65.4 | 68.5 | 69.0 | 0.27 |
| Alcohol consumption (standard drinks/day) | 0 [0–0.8] | 0 [0–0.3] | 0 [0–0.8] | 0 [0.08] | 0 [0–0.8] | 0.50 |
| Smoking status (%) | 0.034 | |||||
| Never | 38.1 | 47.0 | 48.4 | 48.6 | 41.2 | |
| Ex- | 38.7 | 39.6 | 38.3 | 39.5 | 44.0 | |
| Current | 23.2 | 13.4 | 13.4 | 11.9 | 14.8 | |
| Age at diabetes diagnosis (years) | 56.6 ± 12.6 | 57.0 ± 12.5 | 57.2 ± 10.8 | 58.2 ± 11.3 | 59.6 ± 11.6* | 0.011 |
| Diabetes duration (years) | 3.2 [0.7–8.0] | 4.0 [1.0–8.0] | 4.0 [1.0–8.0] | 4.0 [1.0–10.0] | 4.0 [1.1–11.0] | 0.19 |
| Diabetes treatment (%) | 0.07 | |||||
| Diet | 27.3 | 28.0 | 33.9 | 31.3 | 35.1 | |
| Oral glucose-lowering medications (OGLMs) | 59.0 | 64.7 | 54.3 | 54.5 | 51.4 | |
| Insulin ± OGLMs | 13.7 | 7.3 | 11.8 | 14.2 | 13.5 | |
| Fasting serum glucose (mmol/L) | 8.6 [6.8–11.4] | 8.7 [7.0–11.1] | 8.3 [6.9–10.8] | 8.5 [6.7–11.0] | 8.2 [6.6–10.4] | 0.43 |
| HbA1c (%) | 7.7 [6.6–8.9] | 7.4 [6.3–8.9] | 7.4 [6.3–8.8] | 7.6 [6.3–8.9] | 7.3 [6.5–8.8] | 0.90 |
| HbA1c (mmol/mol) | 61 [49–74] | 57 [45–74] | 57 [45–73] | 60 [45–74] | 56 [48–73] | 0.90 |
| BMI (kg/m2) | 30.2 ± 5.7 | 30.5 ± 5.8 | 29.8 ± 5.4 | 29.6 ± 5.2 | 28.5 ± 5.1**,†††, ‡ | <0.001 |
| Systolic blood pressure (mm Hg) | 150 ± 26 | 149 ± 25 | 151 ± 24 | 149 ± 24 | 152 ± 22 | 0.32 |
| Diastolic blood pressure (mm Hg) | 81 ± 12 | 79 ± 12 | 81 ± 10 | 80 ± 11 | 80 ± 11 | 0.19 |
| Antihypertensive medications (%) | 48.1 | 46.6 | 51.9 | 42.7 | 59.1†,### | 0.002 |
| Diuretic therapy (%) | 14.8 | 16.0 | 16.7 | 21.9 | 31.2***,†††,‡‡‡ | <0.001 |
| Serum potassium (mmol/L) | 4.5 ± 0.4 | 4.5 ± 0.4 | 4.5 ± 0.4 | 4.5 ± 0.4 | 4.4 ± 0.5 | 0.19 |
| Serum chloride (mmol/L) | 105 ± 3 | 104 ± 3*** | 103 ± 3***,†† | 102 ± 2***,†††,‡ | 101 ± 3***,†††,‡‡‡,## | <0.001 |
| Total serum cholesterol (mmol/L) | 5.6 ± 1.5 | 5.5 ± 1.1 | 5.5 ± 1.0 | 5.5 ± 1.1 | 5.3 ± 1.0* | 0.044 |
| Serum HDL-cholesterol (mmol/L) | 1.04 ± 0.30 | 1.02 ± 0.31 | 1.08 ± 0.33 | 1.06 ± 0.33 | 1.07 ± 0.33 | 0.21 |
| Serum triglycerides (mmol/L) | 2.2 (1.2–4.1) | 2.1 (1.2–3.5) | 1.9 (1.1–3.2) | 1.8 (1.0–3.1) | 1.7 (1.1–2.8)***,†† | <0.001 |
| Lipid-modifying treatment (%) | 15.3 | 9.6 | 11.7 | 7.9 | 8.6 | 0.11 |
| Aspirin therapy (% ≥75 mg/day) | 18.6 | 21.9 | 20.9 | 19.7 | 25.5 | 0.35 |
| Urinary albumin: creatinine ratio (mg/mmol) | 3.3 (0.6–17.7) | 3.3 (0.8–13.9) | 2.9 (0.7–11.4) | 3.0 (0.7–14.0) | 3.1 (0.7–13.5) | 0.86 |
| eGFR (CKD-EPI) category (%) | * | * | *** | <0.001 | ||
| ≥90 mL/min/1.73 m2 | 24.6 | 26.0 | 26.2 | 21.9 | 16.0 | |
| 60–89 mL/min/1.73 m2 | 44.8 | 51.1 | 54.1 | 55.6 | 56.9 | |
| 45–59 mL/min/1.73 m2 | 14.2 | 16.9 | 13.8 | 17.4 | 19.9 | |
| 30–44 mL/min/1.73 m2 | 9.8 | 4.6 | 4.4 | 4.5 | 6.4 | |
| <30 mL/min/1.73 m2 | 6.6 | 1.4 | 1.5 | 0.6 | 0.8 | |
| Peripheral sensory neuropathy (%) | 26.7 | 34.6 | 27.6 | 33.3 | 32.9 | 0.24 |
| Peripheral arterial disease (%) | 28.5 | 26.2 | 27.1 | 25.1 | 35.7 | 0.041 |
| Coronary heart disease (%) | 26.2 | 29.7 | 27.3 | 22.5 | 36.5# | 0.007 |
| Cerebrovascular disease (%) | 9.3 | 8.2 | 9.7 | 6.2 | 13.8 | 0.06 |
| Charlson comorbidity index (%) | 0.06 | |||||
| 0 | 71.6 | 71.7 | 74.2 | 79.2 | 64.9 | |
| 1–2 | 21.3 | 21.9 | 20.2 | 17.4 | 26.8 | |
| ≥3 | 7.1 | 6.4 | 5.6 | 3.4 | 8.3 | |
* P < 0.05
** P < 0.01
*** P < 0.001 vs Q1
† P < 0.05
†† P < 0.01
††† P < 0.001 vs Q2
‡ P < 0.05
‡‡ P < 0.01
‡‡‡ P < 0.001 vs Q3
# P < 0.05
## P < 0.01
### P < 0.001 vs Q3—pairwise comparisons adjusted for multiple comparisons using the Bonferroni correction
Multiple linear regression model of independent associates of baseline serum bicarbonate in patients with type 2 diabetes
| Coefficient |
| |
|---|---|---|
| Male | 0.97 | <0.001 |
| Ex-smoker | −0.35 | 0.038 |
| Age at diagnosis (increase of 1 year) | 0.02 | 0.007 |
| Insulin therapy | 0.87 | 0.001 |
| Diuretic therapy | 0.50 | 0.023 |
| Total serum cholesterol (per 1 mmol/L increase) | 0.22 | 0.006 |
| Loge(serum triglycerides) (per increase of 1)a | −0.59 | <0.001 |
| Serum chloride (per 1 mmol/L increase) | −0.20 | <0.001 |
| Coronary heart disease | −0.39 | 0.045 |
| Charlson comorbidity indexb | ||
| 0 (reference) | 0 | |
| 1 or 2 | −0.42 | 0.049 |
| ≥3 | −1.06 | 0.006 |
aA 2.72-fold increase in serum triglycerides corresponds to an increase of 1 in loge(serum triglycerides)
bIn the previous 5 years, excluding diabetes and its complications
Hazard ratio (95 % CI) of serum bicarbonate concentration as quintiles and as a continuous variable for all-cause mortality, incident coronary heart disease and incident heart failure in patients with type 2 diabetes unadjusted or adjusted for the respective most parsimonious Cox proportional hazards models
| Serum bicarbonate quintile (mmol/L) | ||||||
|---|---|---|---|---|---|---|
| Q1 ≤23 | Q2 24–25 | Q3 26–27 | Q4 28 | Q5 ≥29 | All increase of 1 | |
| All-cause mortality | ||||||
| Number | 183 | 219 | 341 | 178 | 362 | 1283a |
| Number of events (%) | 104 (56.8) | 122 (55.7) | 182 (53.4) | 97 (54.5) | 227 (62.7) | 732 (57.1) |
| Unadjusted | 1.27 (1.004–1.60) | 1.07 (0.86–1.33) | 1.02 (0.84–1.24) | 1.01 (0.80–1.29) | 1.00 (reference) | 0.98 (0.96–1.004) |
| Adjustedb | 1.25 (0.96–1.63) | 1.07 (0.83–1.38) | 1.04 (0.83–1.29) | 1.10 (0.84–1.43) | 1.00 (reference) | 0.98 (0.95–1.004) |
| Coronary heart disease | ||||||
| Number | 135 | 154 | 248 | 138 | 230 | 905c |
| Number of events (%) | 59 (43.7) | 70 (45.5) | 93 (37.5) | 50 (36.2) | 89 (38.7) | 361 (39.9) |
| Unadjusted | 1.58 (1.14–2.20) | 1.53 (1.12–2.10) | 1.14 (0.86–1.53) | 0.97 (0.68–1.37) | 1.00 (reference) | 0.94 (0.91–0.97) |
| Adjustedd | 1.39 (0.97–1.98) | 1.23 (0.88–1.72) | 0.97 (0.71–1.31) | 0.92 (0.64–1.32) | 1.00 (reference) | 0.95 (0.92–0.99) |
| Heart failure | ||||||
| Number | 172 | 200 | 325 | 167 | 310 | 1174e |
| Number of events (%) | 66 (38.4) | 58 (29.0) | 98 (30.2) | 44 (26.3) | 108 (34.8) | 374 (31.9) |
| Unadjusted | 1.54 (1.13–2.09) | 1.04 (0.76–1.43) | 1.05 (0.80–1.38) | 0.81 (0.57–1.15) | 1.00 (reference) | 0.95 (0.92–0.98) |
| Adjustedf | 1.08 (0.76–1.53) | 0.82 (0.58–1.16) | 0.90 (0.67–1.21) | 0.77 (0.52–1.13) | 1.00 (reference) | 0.99 (0.95–1.03) |
a13 participants had missing serum bicarbonate
bAdjusted for age as time scale, age at baseline, sex, Aboriginal, current smoking status, any exercise in the past 2 weeks, ACE-inhibitor use, diuretic use, diabetes duration, on lipid-modifying medication, loge(urinary albumin:creatinine ratio), retinopathy, peripheral sensory neuropathy, peripheral arterial disease, coronary heart disease, comorbidities (Charlson Comorbidity Index excluding diabetes and its complications)
c383 had a history of CHD at baseline, 8 had missing serum bicarbonate
dAdjusted for age as time scale, age at baseline, sex, not fluent in English, diabetes duration, loge(serum triglycerides), loge(urinary albumin:creatinine ratio), peripheral sensory neuropathy, peripheral arterial disease
e111 had a history of HF at baseline, 11 had missing serum bicarbonate
fAdjusted for age as time scale, age at baseline, currently married/de facto relationship, any exercise in the past 2 weeks, on digoxin, loge(urinary albumin:creatinine ratio), eGFR (CKD-EPI) ≥90 or <30 mL/min/1.73 m2, retinopathy, peripheral sensory neuropathy, coronary heart disease, cerebrovascular disease, schizophrenia
Fig. 1Relationship between serum bicarbonate and risk of incident coronary heart disease in patients with type 2 diabetes without CHD at baseline shown by restricted cubic spline modeling (solid line with reference 28 mmol/L and the optimum 3 knots) and 95 % confidence intervals (dashed lines) after adjustment for age as time scale, age at baseline, sex, fluency in English, diabetes duration, loge(serum triglycerides), loge(urinary albumin: creatinine ratio), peripheral sensory neuropathy and peripheral arterial disease