| Literature DB >> 19196464 |
Wan-Dong Hong1, Qi-Huai Zhu, Zhi-Ming Huang, Xiang-Rong Chen, Zen-Cai Jiang, Si-Hao Xu, Kunlin Jin.
Abstract
BACKGROUND: All patients with liver cirrhosis are recommended to undergo an evaluation of esophageal varices (EV) to assess their risk of bleeding. Predicting the presence of EV through non-invasive means may reduce a large number of unnecessary endoscopies. This study was designed to develop a predictive model for varices in patients with Hepatitis B virus-related cirrhosis.Entities:
Mesh:
Year: 2009 PMID: 19196464 PMCID: PMC2661092 DOI: 10.1186/1471-230X-9-11
Source DB: PubMed Journal: BMC Gastroenterol ISSN: 1471-230X Impact factor: 3.067
Demographic and Clinical Characteristics of 146 patients
| Characteristic | Data |
|---|---|
| Age (yr) | 53.1 ± 12.2 |
| Male (%) | 67.8 |
| Child-Pugh score | 8(6–9) |
| Child-Pugh A/B/C (%) | 25.4/50.0/24.6 |
| Total Bilirubin (μmol/L) | 45.5 ± 55.7 |
| AST (IU/L) | 80.5 ± 70.8 |
| ALT (IU/L) | 61.8 ± 66.9 |
| Albumin (g/L) | 31.8 ± 6.3 |
| Prothrombin time (s) | 18.4 ± 4.5 |
| Platelets (109/L) | 61.5 ± 37.9 |
| Portal vein diameter (mm) | 12.6 ± 1.9 |
| Spleen width (mm) | 50.6 ± 10.1 |
Data are shown either as number of observations, percentage or median ± SD except for Child-Pugh score (expressed as median and interquartile range)
Univariate analysis of predictive factors of EV in 146 patients
| Variable | Absence of varices N = 37 | Presence of varices N = 109 | P |
|---|---|---|---|
| Age (yr) | 54.8 ± 13.6 | 52.5 ± 11.7 | 0.327 |
| Male (%) | 75.7 | 65.1 | 0.236 |
| Child-Pugh score | 8(6–9) | 8(7–9) | 0.789 |
| Child-Pugh class | 0.487 | ||
| A | 12(33%) | 25(23%) | |
| B | 16(43%) | 57(52%) | |
| C | 9(24%) | 27(25%) | |
| Total Bilirubin (μmol/L) | 41.4 ± 40.7 | 46.9 ± 60.0 | 0.607 |
| Conjugated bilirubin(μmol/L) | 18.2 ± 21.0 | 20.6 ± 34.9 | 0.988 |
| Total protein (g/L) | 64.1 ± 5.3 | 63.2 ± 7.2 | 0.467 |
| Albumin (g/L) | 31.3 ± 6.2 | 31.9 ± 6.3 | 0.596 |
| ALT (U/L) | 75.6 ± 95.8 | 57.0 ± 51.8 | 0.139 |
| AST (U/L) | 91.5 ± 99.1 | 76.7 ± 58.3 | 0.273 |
| ALT/AST ratio | 0.79 ± 0. 33 | 0. 77 ± 0. 27 | 0.719 |
| Alkaline phosphatase (U/L) | 109.4 ± 41.0 | 108.9 ± 70.9 | 0.969 |
| γ- GT (U/L) | 115.6 ± 139.1 | 82.3 ± 94.6 | 0.106 |
| Prothrombin time(s) | 18.7 ± 5.5 | 18.3 ± 4.1 | 0.691 |
| Prothrombin activity (%) | 60.4 ± 17.9 | 60.7 ± 15.2 | 0.925 |
| Platelets (109/L) | 79.6 ± 51.1 | 55.3 ± 30.1 | < 0.001 |
| Ascites (%) | 48.6 | 64.2 | 0.094 |
| Platelets/Spleen width | 1.89 ± 1.39 | 1.15 ± 0.82 | < 0.001 |
| Spleen width (mm) | 44.8 ± 7.6 | 52.5 ± 10.1 | < 0.001 |
| Portal vein diameter (mm) | 11.6 ± 1.3 | 12.9 ± 1.9 | < 0.001 |
Data are shown either as percentage or median ± SD except for Child-Pugh score (expressed as median and interquartile range).
Logistic regression model to predict the presence of EV in 146 patients
| Variable | Coefficient | Odds Ratio (95% Confidence interval) | P |
|---|---|---|---|
| Constant | -8.107529 | ||
| Spleen width (mm) | 0.0708089 | 1.07 (1.01–1.14) | 0.022 |
| Portal vein diameter (mm) | 0.4757532 | 1.61 (1.13–2.29) | 0.009 |
Figure 1Receiver operating characteristic curves for various predictors of EV. The areas under receiver operating characteristic curves were 0.777 ± 0.048, 0.739 ± 0.047, 0.736 ± 0.049, 0.7095 ± 0.0488, 0.660 ± 0.052 for the RF model, portal vein diameter (PVD), spleen width (SW), platelet count/spleen width ratio (PC/SWR) and platelet count (PC) respectively. The ideal area under the curve was 1.00. The reference line represents that based on chance alone (area under the curve 0.50).
Performance of the portal vein diameter, spleen width and the platelet count/spleen width ratio for predicting the presence of EV.
| Variable | Best Cut-off | Se (%) | Sp (%) | +LR | -LR | PPV (%) | NPV (%) | DA (%) |
|---|---|---|---|---|---|---|---|---|
| Portal vein diameter (mm) | 12 | 83.5 | 56.8 | 1.93 | 0.29 | 85.1 | 53.8 | 76.7 |
| Spleen width (mm) | 46 | 71.6 | 75.7 | 2.94 | 0.38 | 89.7 | 47.5 | 72.6 |
| Platelet count/Spleen width | 1.0513 | 57.8 | 67.6 | 1.78 | 0.62 | 84.0 | 35.2 | 60.3 |
Se, sensitivity; Sp, specificity; +LR, positive likelihood ratio; -LR, negative likelihood ratio; PPV, positive predictive value; NPV, negative predictive value; DA, diagnostic accuracy; Prevalence of esophageal varices, 74.7% (109/146)
Diagnostic values of RF model for predicting EV at various cut-off points.
| Cut-off | Se (%) | Sp (%) | +LR | -LR | PPV (%) | NPV (%) | DA (%) |
|---|---|---|---|---|---|---|---|
| -03052 | 99.1 | 16.2 | 1.18 | 0.06 | 77.1 | 85.7 | 77.4 |
| 0.0997 | 95.4 | 40.5 | 1.60 | 0.11 | 82.6 | 74.8 | 81.5 |
| 0.1705 | 93.6 | 48.7 | 1.82 | 0.13 | 84.3 | 72.0 | 82.2 |
| 0.2214 | 90.8 | 48.6 | 1.79 | 0.17 | 83.9 | 64.1 | 80.8 |
| 0.3631 | 87.2 | 59.5 | 2.15 | 0.22 | 86.4 | 61.2 | 80.1 |
| 0.5445 | 82.6 | 62.2 | 2.18 | 0.28 | 86.6 | 54.8 | 77.4 |
| 0.7879 | 74.3 | 73.0 | 2.75 | 0.35 | 89.0 | 49.0 | 73.3 |
| 1.6177 | 50.0 | 83.8 | 3.11 | 0.59 | 90.2 | 36.5 | 60.3 |
| 3.014 | 13.8 | 100 | 0 | 0.86 | 100 | 38.2 | 35.6 |
Se, sensitivity; Sp, specificity; +LR, positive likelihood ratio; -LR, negative likelihood ratio; PPV, positive predictive value; NPV, negative predictive value; DA, diagnostic accuracy; Prevalence of esophageal varices, 74.7% (109/146);