| Literature DB >> 27031508 |
Manuel Jonas Richter1,2, Katrin Milger2,3, Sarah Haase2, Natascha Sommer2, Khodr Tello2, Werner Seeger2, Eckhard Mayer4, Christoph Benjamin Wiedenroth4, Friedrich Grimminger1,2, Wolfgang George5, Hossein Ardeschir Ghofrani1,2, Stefan Guth5, Henning Gall2.
Abstract
BACKGROUND: Glycosylated hemoglobin A1c (HbA1c) has been proposed as an independent predictor of long-term prognosis in pulmonary arterial hypertension. However, the clinical relevance of HbA1c in patients with operable chronic thromboembolic pulmonary hypertension (CTEPH) remains unknown. The aim of the present study was to investigate the clinical significance of HbA1c as a biomarker in CTEPH.Entities:
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Year: 2016 PMID: 27031508 PMCID: PMC4816563 DOI: 10.1371/journal.pone.0152580
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flow chart of patient selection.
RHC: right heart catheterization; PEA: pulmonary endarterectomy; PH: pulmonary hypertension.
Baseline characteristics.
| Baseline | One-year post-PEA | |
|---|---|---|
| Patients, n | 45 | |
| Male/Female | 20/25 | |
| Age (y) | 62.7 ± 12.3 | |
| BMI (kg/m2) | 27.3 ± 6.0 | |
| Laboratory | ||
| HbA1c (mmol/mol) | 39.8 ± 5.6 | 39.5 ± 4.4 |
| GFR (l/min/m2) | 81.9 ± 24.3 | 74.7 ± 25.1 |
| Creatinine (mg/dl) | 0.96 ± 0.3 | 0.99 ± 0.33 |
| Fasting plasma glucose (mg/dl) | 103.8 ± 30.4 | 102.1 ± 17.2 |
| NT-proBNP (pg/ml) | 966.0 [298.7–2286.3] | 299.0 [124.0–474.7] |
| Hb (g/l) | 14.5 ± 1.8 | 13.4 ± 1.8 |
| Hct (%) | 42.9 ± 5.0 | 41.7 ± 4.6 |
| WHO functional class, n (%) | ||
| I | None | 7 (15.6) |
| II | 9 (20) | 20 (44.4) |
| III | 28 (62.2) | 9 (20) |
| IV | 8 (17.8) | None |
| RHC | ||
| mPAP (mm Hg) | 43.6 ± 9.4 | 28.5 ± 10.4 |
| RAP (mm Hg) | 6.7 ± 3.4 | 6.5 ± 3.7 |
| PVR (dyne*s/cm5) | 712.1 ± 520.4 | 314.9 ± 233.7 |
| CI (l/min/m2) | 2.4 ± 0.5 | 2.6 ± 0.6 |
| PAWP (mm Hg) | 9.9 ± 5.3 | 10.8 ± 4.4 |
| Echocardiography | ||
| TAPSE (mm) | 17.6 ± 5.0 | 17.1 ± 3.2 |
| PASP (mm Hg) | 75.4 ± 24.1 | 54.2 ± 22.4 |
| 6MWD (m) | 362.2 ± 133.9 | 434.7 ± 124.5 |
| VO2 peak (ml/min/kg) | 12.4 ± 4.1 | 14.2 ± 3.9 |
| Co-morbidities, n (%) | ||
| Dyslipidemia | 5 (11.1) | Unchanged |
| Metabolic syndrome | 5 (11.1) | Unchanged |
| Hypertension | 23 (51.1) | Unchanged |
| Coronary heart disease | 6 (13.3) | Unchanged |
| Renal insufficiency | 8 (17.8) | Unchanged |
| Pulmonary vasoactive therapies, n (%) | ||
| Phosphodiesterase type-5 inhibitors | 11 (24.4) | 1 (2.2) |
| Endothelin receptor antagonists | 3 (6.7) | None |
| Prostanoids | 1 (2.2) | None |
| Soluble guanylate cyclase stimulator | None | 8 (17.8) |
| No pharmacological treatment | 30 (66.7) | 36 (80) |
| Jamieson-Type [ | ||
| I | 16 (37.2) | |
| II | 10 (22.2) | |
| III | 17 (37.8) | |
Values represent mean ± SD or median [IQR]. CI: cardiac index, mPAP: mean pulmonary arterial pressure; PVR: pulmonary vascular resistance; RAP: right atrial pressure, PAWP: pulmonary arterial wedge pressure, TAPSE: tricuspid annular plane systolic excursion; PASP: pulmonary artery systolic pressure; 6MWD: six-minute walking distance; GFR: Glomerular filtration rate; HbA1c: Glycosylated hemoglobin A1c; VO2: oxygen uptake WHO: World Health Organization; NT-proBNP: N-terminal fragment of pro-brain natriuretic peptide; Hb: haemoglobin; Hct: haematocrit.
*p<0.001
**p = 0.003
***p = 0.04
****p = 0.04
# p = 0.002 versus baseline. (* = paired T-test, # = Wilcoxon Signed Rank test)
‡n = 36
‡‡n = 43.
Parameters one-year post-PEA according to residual PH.
| non PH | residual PH | |
|---|---|---|
| Patients, n (%) | 21 (46.7) | 24 (53.3) |
| Laboratory | ||
| HbA1c (mmol/mol) | 37.6 ± 2.9 | 40.9 ± 4.8 |
| GFR (l/min/m2) | 81.1 ± 23.3 | 70.0 ± 25.8 |
| Creatinine (mg/dl) | 0.95 ± 0.28 | 1.03 ± 0.36 |
| Fasting plasma glucose (mmol) | 104.9 ± 22.4 | 100.1 ± 12.5 |
| NT-proBNP (pg/ml) | 217.0 [38–472.5] | 389.9 [297.8–1077.6] |
| Hb (g/l) | 13.9 ± 1.2 | 13.1 ± 2.1 |
| Hct (%) | 41.9 ± 2.7 | 41.6 ± 5.9 |
| WHO functional class, n (%) | ||
| I | 5 (31.3) | 2 (10) |
| II | 11 (68.7) | 9 (45) |
| III | None | 9 (45) |
| IV | None | None |
| RHC | ||
| mPAP (mm Hg) | 20.3 ± 2.8 | 35.7 ± 9.2 |
| RAP (mm Hg) | 5.2 ± 2.4 | 7.6 ± 4.2 |
| PVR (dyne*s/cm5) | 170.5 ± 57.8 | 435.3 ± 257.1 |
| CI (l/min/m2) | 2.8 ± 0.6 | 2.5 ± 0.6 |
| PAWP (mm Hg) | 9.2 ± 3.2 | 12.2 ± 4.8 |
| Echocardiography | ||
| TAPSE (mm) | 17.3 ± 3.0 | 16.9 ± 3.4 |
| PASP (mm Hg) | 43.0 ± 18.0 | 59.0 ± 22.9 |
| 6MWD (m) | 478.8 ± 129.7 | 406.1 ± 115.4 |
| VO2 peak (ml/min/kg) | 15.5 ± 3.8 | 13.0 ± 3.7 |
| Pulmonary vasoactive therapies, n (%) | None | 9 (37.5) |
| Phosphodiesterase type-5 inhibitors | None | 1 (4.2) |
| Soluble guanylate cyclase stimulator | None | 8 (33.3) |
| Jamieson-Type [ | ||
| I | 6 (30) | 10 (43.5) |
| II | 4 (20) | 6 (26.1) |
| III | 10 (50) | 7 (30.4) |
Values represent mean ± SD or median [IQR]. For abbreviations see Table 1.
*p<0.001
**p = 0.02
***p = 0.023
****p = 0.004
#p = 0.026
†p = 0.006, versus residual PH (* = 2-tailed T-test, # = Man-Whitney-U-test, † = Pearson Chi-Square test)
‡n = 16
‡‡n = 20
Ұn = 20
ҰҰn = 23.
Baseline Parameters according to HbA1c dichotomized at the cut-off indicative of diabetes or prediabetes according to the American Diabetes Association [27].
| HbA1c ≤ 47.5 mmol/mol | HbA1c > 47.5 mmol/mol | HbA1c ≤ 39 mmol/mol | HbA1c > 39 mmol/mol | |
|---|---|---|---|---|
| Patients, n (%) | 40 (89) | 5 (11) | 21 (47) | 24 (53) |
| Laboratory | ||||
| HbA1c (mmol/mol) | 38.4 ± 4.1 | 51.0 ± 1.9 | 35.4 ± 2.7 | 43.7 ± 4.5 |
| GFR (l/min/m2) | 83.4 ± 24.1 | 69.4 ± 25.5 | 88.9 ± 25.0 | 75.7 ± 22.5 |
| Creatinine (mg/dl) | 0.92 ± 0.29 | 1.1 ± 0.43 | 0.86 ± 0.23 | 1.02 ± 0.35 |
| Fasting plasma glucose (mmol) | 99.2 ± 24.4 | 141.2 ± 48.8 | 95.0 ± 16.6 | 111.8 ± 37.2 |
| NT-proBNP (pg/ml) | 746.5 [284.0–1847.0] | 3412 [1436.2–5021.5] | 512.6 [175.0–1337.5] | 1808 [425.2–3101.0] |
| Hb (g/l) | 14.6 ± 1.7 | 14.1 ± 2.7 | 14.5 ± 1.9 | 14.5 ± 1.8 |
| Hct (%) | 43.3 ± 5.2 | 43.1 ± 6.4 | 42.9 ± 5.3 | 43.5 ± 5.2 |
| WHO functional class, n (%) | ||||
| II | 9 (22.5) | none | 4 (19) | 5 (21) |
| III | 25 (62.5) | 3 (60) | 14 (66.7) | 14 (58) |
| IV | 6 (15) | 2 (40) | 3 (14.3) | 5 (21) |
| RHC | ||||
| mPAP (mm Hg) | 43.3 ± 9.0 | 45.6 ± 13.3 | 44.3 ± 8.7 | 42.9 ± 10.1 |
| RAP (mm Hg) | 6.4 ± 3.1 | 11.0 ± 4.6 | 5.6 ± 2.2 | 7.9 ± 4.1 |
| PVR (dyne*s/cm5) | 698.9 ± 505.7 | 729.4 ± 441.6 | 582.8 ± 197.2 | 818.9 ± 668.3 |
| CI (l/min/m2) | 2.4 ± 0.5 | 2.0 ± 0.5 | 2.6 ± 0.5 | 2.2 ± 0.5 |
| PAWP (mm Hg) | 9.7 ± 4.7 | 12.5 ± 10.3 | 9.5 ± 5.3 | 10.3 ± 5.5 |
| Echocardiography | ||||
| TAPSE (mm) | 17.6 ± 4.7 | 17.3 ± 8.5 | 18.7 ± 4.6 | 16.6 ± 5.3 |
| PASP (mm Hg) | 76.3 ± 22.9 | 68.3 ± 36.3 | 69.7 ± 23.3 | 79.8 ± 24.3 |
| 6MWD (m) | 374.6 ± 133.6 | 265.0 ± 98.2 | 343.6 ± 127.0 | 377.6 ± 140.1 |
| VO2 peak (ml/min/kg) | 12.9 ± 4.0 | 8.8 ± 2.8 | 13.2 ± 3.5 | 11.8 ± 4.5 |
Values represent mean ± SD or median [IQR]. For abbreviations see Table 1.
*p<0.001
**p = 0.003
***p = 0.02
****p = 0.035 versus HbA1c > 47.5 mmol/mol
†p<0.001
††p = 0.02
†††p = 0.03 versus HbA1c > 39 mmol/mol (* and † = 2-tailed T-test).
Fig 2Associations between baseline HbA1c and CI (r = 0.47, p = 0.001) (A), RAP (r = 0.37, p = 0.023) (B) and peak VO (r = 0.39, p = 0.015) (C). For abbreviations see Table 1.
Fig 3Association between baseline HbA1c-levels and the change of 6MWD (r = 0.32, p = 0.03).
For abbreviations see Table 1.
HbA1c levels and baseline parameters as predictors of residual PH one-year post-PEA.
| Univariate model | Multivariate model | |||
|---|---|---|---|---|
| HR (95% CI) | p-value | HR (95% CI) | p-value | |
| HbA1c (mmol/mol) | 1.07 [0.96–1.20] | 0.22 | - | - |
| mPAP (mm Hg) | 1.06 [0.99–1.14] | 0.11 | - | - |
| RAP (mm Hg) | 1.01 [0.84–1.23] | 0.89 | - | - |
| PVR (dyne*s/cm5) | 1.00 [0.99–1.01] | 0.92 | - | - |
| CI (l/min/m2) | 0.50 [0.16–1.62] | 0.25 | - | - |
| PAWP (mm Hg) | 1.03 [0.92–1.16] | 0.63 | - | - |
| TAPSE (mm) | 0.89 [0.77–1.02] | 0.09 | - | - |
| PASP (mm Hg) | 1.02 [0.99–1.05] | 0.17 | - | - |
| VO2 peak (ml/min/kg) | 0.78 [0.62–0.98] | 0.03 | 0.78 [0.62–0.99] | 0.04 |
| 6MWD (m) | 0.99 [0.99–1.02] | 0.25 | - | - |
| Nt-pro BNP (pg/ml) | 1.00 [1.00–1.01] | 0.43 | - | - |
| WHO functional class | - | - | ||
| II | Reference | - | - | |
| III | 2.31 [0.48–11.12] | 0.30 | - | - |
| IV | 6.00 [0.72–49.84] | 0.10 | - | - |
| Jamieson-Type [ | 0.65 [0.32–1.3] | 0.22 | - | - |
| Hb (g/l) | 1.06 [0.76–1.46] | 0.74 | - | - |
| Hct (%) | 1.03 [0.92–1.16] | 0.60 | - | - |
| Fasting plasma glucose (mmol) | 1.03 [1.0–1.07] | 0.07 | - | - |
HR: hazard ratio; CI: confidence interval; For abbreviations see Table 1.
#: backward stepwise logistic regression including variables with a p-value <0.15 in the univariate model.