| Literature DB >> 23950655 |
Edward Barinov1, Oksana Sulaieva, Yuriy Lyakch, Vitaliy Guryanov, Petr Kondratenko, Yevgeniy Radenko.
Abstract
BACKGROUND: The purpose of this study was to identify factors associated with the risk of unsustainable hemostasis in patients with gastric and duodenal ulcer bleeding by in vitro assessment of platelet reactivity using artificial neural networks.Entities:
Keywords: blood platelets; hemostasis; ulcer
Year: 2013 PMID: 23950655 PMCID: PMC3742342 DOI: 10.2147/CEG.S45685
Source DB: PubMed Journal: Clin Exp Gastroenterol ISSN: 1178-7023
Characteristics of patients with gastric and duodenal ulcer bleeding
| Parameters | Sustained hemostasis group | Unsustainable hemostasis group |
|---|---|---|
| Patients (n) | 105 | 142 |
| Gender | ||
| Female | 36 (34.3% ± 4.6%) | 26 (18.3% ± 3.2%) |
| Male | 69 (65.7% ± 4.6%) | 116 (81.7% ± 3.2%) |
| NSAID/aspirin use | 26 (24.8 ± 4.2) | 43 (30.3 ± 3.1%) |
| Age (years) | ||
| Female patients | 68.5 ± 3.5 | 70 ± 2.2 |
| Male patients | 54.0 ± 2.3 | 54.0 ± 1.9 |
| Comorbidity | 58 (55.2% ± 4.8%) | 72 (50.7% ± 4.2%) |
| Cardiovascular diseases | 42 (40% ± 4.8%) | 60 (42.3% ± 4.1%) |
| Digestive system disorders | 16 (15.2% ± 3.5%) | 16 (11.3% ± 2.7%) |
| Portal hypertension | 1 (0.96% ± 0.95%) | 8 (5.6% ± 1.9%) |
| Tumors | 1 (0.96% ± 0.95%) | 5 (3.5% ± 1.5%) |
| Acute inflammatory diseases | 1 (0.96% ± 0.95%) | 5 (3.5% ± 1.5%) |
| Diabetes mellitus | 5 (4.8% ± 2.1%) | 2 (1.4% ± 0.9%) |
| Ulcer location | ||
| Stomach body | 25 (23.8% ± 4.2%) | 30 (21.1% ± 3.4%) |
| Pyloric part of stomach | 20 (19% ± 3.8%) | 31 (21.8% ± 3.5%) |
| Duodenum | 54 (51.4% ± 4.9%) | 74 (52.1% ± 4.2%) |
| Several ulcers | 6 (5.7% ± 2.3%) | 7 (4.9% ± 1.8%) |
| Ulcer size (cm) | ||
| Stomach body | 1.5 ± 0.02 | 1.2 ± 0.2 |
| Pylorus | 1.2 ± 0.3 | 1 ± 0.2 |
| Duodenum | 0.8 ± 0.05 | 0.8 ± 0.04 |
| Rebleeding | 14 (13.3% ± 3.3%) | 54 (38% ± 4.1%) |
| Erythrocyte number (1012 per L) | 3 ± 0.1 | 2.9 ± 0.1 |
| Hemoglobin concentration (g/L) | 98 ± 3.1 | 95 ± 2.5 |
| Hematocrit | 28 ± 1.3 | 27 ± 1.0 |
| Platelet number | 235 ± 8.2 | 223 ± 9.5 |
| Leukocyte number | 7.9 ± 0.2 | 8 ± 0.4 |
Notes: Data in table above is Median ± standard error.
Statistically significant at P < 0.05.
Abbreviation: NSAID, non-steroidal anti-inflammatory drug.
Platelet aggregation in patients with different characteristics of hemostasis
| Substances (agonists) | Sustainable hemostasis group
| Unsustainable hemostasis group
| ||
|---|---|---|---|---|
| Median ± SE | 95% CI | Median ± SE | 95% CI | |
| ADP | 69 ± 5.9 | 34–76 | 12 ± 4.8 | 5–20 |
| Epinephrine | 28 ± 4.9 | 21–35 | 24 ± 4.6 | 16–32 |
| Collagen | 71 ± 5.9 | 64–85 | 43 ± 4.5 | 33–50 |
| 5-hydroxytryptophan | 59 ± 4.8 | 45–73 | 50 ± 8.5 | 33–64 |
| Thrombin | 75 ± 4.5 | 66–80 | 27 ± 5.0 | 12–40 |
Notes:
Statistically significant at P < 0.05
statistically significant at P < 0.01
statistically significant at P < 0.001.
Abbreviations: ADP, adenosine diphosphate; CI, confidence interval; SE, standard error.
Figure 1Platelet aggregation induced by adenosine diphosphate (ADP), collagen, and thrombin in patients with sustained (A) and unsustained hemostasis (B).
Figure 2Receiver-operating characteristic curve for artificial neural network model predicting the failure of hemostasis.
Note: ο corresponds to the optimal value of sensitivity and specificity of the model.
Logistic regression model coefficients
| Variable | Parameter estimate, beta ± SE | Estimated odds ratio (95% CI) | |
|---|---|---|---|
| Gender | −0.90 ± 0.54 | 0.10 | 0.41 (0.14–1.20) |
| ADP-induced platelet aggregation | −0.15 ± 0.07 | 0.04 | 0.86 (0.75–0.99) |
| Thrombin-induced platelet aggregation | −0.42 ± 0.10 | <0.0001 | 0.66 (0.54–0.79) |
Abbreviations: ADP, adenosine diphosphate; CI, confidence interval; SE, standard error