| Literature DB >> 26469342 |
Wen-Pei Wu1, Chen-Te Chou2, Ran-Chou Chen3, Chih-Wei Lee4, Kwo-Whei Lee4, Hwa-Koon Wu4.
Abstract
PURPOSE: To compare the accuracy of magnetic resonance elastography (MRE) with that of aspartate aminotransferase-to-platelet ratio index (APRI) for estimating the stage of hepatic fibrosis in patients with chronic hepatitis B virus (HBV) or chronic hepatitis C virus (HCV) infection.Entities:
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Year: 2015 PMID: 26469342 PMCID: PMC4607490 DOI: 10.1371/journal.pone.0140068
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flow diagram of patient selection.
HBV = chronic hepatitis B; HCV = chronic hepatitis C; APRI = aspartate aminotransferase to the platelet ratio index; MRE = MR elastography.
Fig 2MRE data in a 46-year-old female with hepatitis B.
(a) magnitude image,.(b) wave image, (c) stiffness map, and (d) confidence map. All images are at the same level. The dotted lines on the confidence maps represent the liver outlines of the corresponding patient’s MR images. The overall mean stiffness value on a total of 5 MRE images was 2.34 kPa. Liver biopsy confirmed fibrosis stage F1.
Patient characteristics of the study population with different stages of liver fibrosis.
| Fibrosis stage | F0 | F1 | F2 | F3 | F4 |
|---|---|---|---|---|---|
|
| 25 | 18 | 39 | 39 | 64 |
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| 32.7 ± 13.0 | 57.6 ± 9.7 | 56.1 ± 13.5 | 57.7 ± 12.0 | 61.8 ± 9.4 |
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| 13 | 14 | 32 | 31 | 45 |
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| 12 | 4 | 7 | 8 | 19 |
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| 23.4 ± 3.5 | 25.3 ± 4.6 | 23.1 ± 3.2 | 24.2± 3.7 | 24.0 ± 3.7 |
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| - | 13 | 29 | 26 | 38 |
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| - | 5 | 10 | 13 | 26 |
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| 0.70 ± 0.47 | 1.19 ± 0.75 | 1.61 ± 1.35 | 1.72 ± 1.21 | 1.71 ± 1.56 |
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| 0.75 ± 0.64 | 1.12 ± 0.94 | 1.36 ± 1.41 | 1.42 ± 1.13 | 1.48 ± 1.39 |
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| 0.65 ± 0.26 | 0.91 ± 0.44 | 1.02 ± 1.04 | 0.92 ± 0.36 | 1.00 ± 0.49 |
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| 250.1 ± 60.9 | 183.8 ± 68.1 | 152.2 ± 50.3 | 133.3± 65.7 | 114.8 ± 43.0 |
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| 22 (79%) | 11 (61%) | 14 (36%) | 18 (46%) | 31 (50.8%) |
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| 6(21%) | 7 (39%) | 20 (51%) | 16 (41%) | 23 (37.7%) |
|
| - | - | 3 (8%) | 2 (5%) | 4 (6.6%) |
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| - | - | 2 (5%) | 3 (8%) | 3 (4.9%) |
Ages, body mass index values, AST, ALT, bilirubin levels and platelet counts are presented as mean ± 1 Standard Deviation.
ALT, serum alanine aminotransferase; AST, serum aspartate aminotransferase;
aAST reference value: 38 U/l (men), 32 U/l(women)
bALT reference values: 45 U/l (men), 40 U/l(women); ULN: upper limit of normal
Fig 3Box plots.
(a) liver stiffness values measured by MRE and (b) APRI values according to each METAVIR fibrosis stage (F0 to F4). The mean liver stiffness scores and APRI values increased with increasing METAVIR stage of fibrosis. (Spearman’s risk correlation coefficient = 0.85 and 0.42, respectively) The horizontal line through each box represents the median and each box represents data from the 25th to the 75th percentile. The separate asterisks and circles represent outliers.
ROC analysis to determine the accuracy of MRE and APRI in predicting METAVIR fibrosis stage in patients with HBV or HCV.
| Category | Fibrosis | Az | Cutoff (kPa) | Sn (%) | Sp (%) | PPV (%) | NPV (%) | +LR | -LR | Concordance (%) |
|
|---|---|---|---|---|---|---|---|---|---|---|---|
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| ≥F1 | 0.993 | 2.46 | 95.1 | 100 | 100 | 82.4 | ∞ | 0.04 | 96.8 | 0.123 |
| ≥F2 | 0.984 | 2.80 | 94.4 | 97.8 | 98.5 | 83.3 | 19.83 | 0.06 | 96.8 | 0.0001 | |
| ≥F3 | 0.949 | 3.77 | 82.9 | 91.8 | 92.3 | 82.9 | 10.20 | 0.17 | 87.6 | <0.0001 | |
| F4 | 0.962 | 4.09 | 90.9 | 86.3 | 78.4 | 94.6 | 6.85 | 0.11 | 88.1 | <0.0001 | |
|
| ≥F1 | 0.877 | 0.465 | 88.9 | 96.4 | 99.3 | 60.0 | 24.79 | 0.11 | 89.7 | |
| ≥F2 | 0.774 | 0.985 | 62.5 | 85.7 | 92.7 | 43.8 | 4.21 | 0.42 | 69.2 | ||
| ≥F3 | 0.708 | 1.08 | 63.8 | 73.3 | 75.0 | 63.9 | 2.40 | 0.47 | 69.2 | ||
| F4 | 0.801 | 1.09 | 69.7 | 62.6 | 51.2 | 80.8 | 0.03 | 0.46 | 67.0 | ||
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| ≥F1 | 0.994 | 2.48 | 95.2 | 100 | 100 | 83.9 | ∞ | 0.05 | 96.2 | 0.996 |
| ≥F2 | 0.980 | 2.73 | 95.7 | 94.9 | 97.8 | 90.2 | 18.65 | 0.05 | 95.4 | 0.991 | |
| ≥F3 | 0.942 | 3.76 | 81.3 | 94.0 | 92.9 | 84 | 13.61 | 0.20 | 87.8 | 0.973 | |
| F4 | 0.960 | 4.16 | 91.9 | 89.4 | 77.3 | 96.6 | 7.62 | 0.09 | 90.1 | 0.984 | |
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| ≥F1 | 0.996 | 2.47 | 98.1 | 100 | 100 | 96.4 | ∞ | 0.02 | 98.7 | |
| ≥F2 | 0.986 | 2.73 | 95.7 | 90.6 | 93.8 | 93.6 | 10.21 | 0.05 | 93.7 | ||
| ≥F3 | 0.976 | 3.71 | 91.7 | 90.7 | 89.2 | 92.9 | 9.85 | 0.09 | 91.1 | ||
| F4 | 0.975 | 3.83 | 100 | 88.5 | 81.8 | 100 | 8.67 | ∞ | 92.4 | ||
MRE = MR Elastography; Az = area under the curve; kPa = kilopascal; Sn, sensitivity; Sp, specificity; PPV, positive predictive value; NPV, negative predictive value; +LR, positive likelihood ratio; -LR, negative likelihood ratio;
Concordance represents the rate of patients who were classified correctly (true positive + true negative).
a Represents the comparison of the diagnostic performance of MRE and APRI in all patients for each corresponding fibrosis stage.
b Represents the comparison of the diagnostic performance of MRE between patients with HBV and HCV for each corresponding fibrosis stage.
Optimal liver stiffness cutoff values measured by MR Elastography for different degrees of liver fibrosis.
| Fibrosis | Category | Cutoff (kPa) | Sn | Sp | PPV | NPV | +LR | -LR | Concordance |
|---|---|---|---|---|---|---|---|---|---|
|
| Sn | 1.99 | 100% | 60.7% | 93.5% | 100% | 2.55 | Infinite | 94.1% |
| Sn+Sp | 2.46 | 95.1% | 100% | 100% | 82.4% | Infinite | 0.04 | 96.8% | |
| Sp | 2.46 | 95.1% | 100% | 100% | 82.4% | Infinite | 0.04 | 96.8% | |
|
| Sn | 2.47 | 100% | 75.6% | 92.7% | 100% | 4.09 | Infinite | 94.1% |
| Sn+Sp | 2.80 | 94.4% | 97.8% | 98.5% | 83.3% | 21.86 | 0.03 | 96.8% | |
| Sp | 3.70 | 67.9% | 100% | 100% | 50.0% | Infinite | 0.32 | 75.7% | |
|
| Sn | 2.54 | 100% | 43.5% | 67.6% | 100% | 1.77 | Infinite | 74.1% |
| Sn+Sp | 3.77 | 82.9% | 91.8% | 92.3% | 82.9% | 10.20 | 0.17 | 87.6% | |
| Sp | 5.39 | 34.0% | 100% | 100% | 56.3% | Infinite | 0.66 | 64.3% | |
|
| Sn | 3.15 | 100% | 55.4% | 54.2% | 100% | 2.24 | Infinite | 70.8% |
| Sn+Sp | 4.09 | 90.9% | 86.3% | 78.4% | 94.6% | 6.85 | 0.11 | 88.1% | |
| Sp | 5.50 | 50.0% | 100% | 100% | 79.1% | Infinite | 0.50 | 82.7% |
kPa, kilopascal; Sn, sensitivity; Sp, specificity; PPV, positive predictive value; NPV, negative predictive value; LR (+), positive likelihood ratio; LR (-), negative likelihood ratio.
Concordance represents the rate of patients who were classified correctly (true positive + true negative).
*Sn, 100% sensitivity; Sn+Sp, a maximum sum of sensitivity and specificity; Sp, 100% specificity.
Influences of clinical, biological and histolopathological parameters on liver stiffness measurement using MR Elastography.
| Variables | Univariate |
| Multivariate |
|
|---|---|---|---|---|
| Age (years) | 0.052(0.037–0.066) | <0.0001 | 0.008(0.004–0.020) | 0.194 |
| Male | 0.275(-0.259–0.808) | 0.311 | - | - |
| BMI | 0.019(-0.052–0.090) | 0.604 | - | - |
| Etiology (HBV vs. HCV) | 0.342(-0.174–0.858) | 0.193 | - | - |
| Fibrosis (F1-F4) | 0.918(0.814–1.021) | <0.0001 | 0.738(0.589–0.887) | <0.0001 |
| Activity (A0-A3) | 1.201(0.961–1.442) | <0.0001 | 0.437(0.213–0.661) | <0.0001 |
| Steatosis (S0-S3) | 0.228(-0.085–0.540) | 0.153 | - | - |
| Iron (n vs. y) | 0.973(-0.042–1.987) | 0.060 | - | - |
| AST (xULN) | 0.434(0.260–0.608) | <0.001 | 0.165(-0.051–0.382) | 0.113 |
| ALT (xULN) | 0.333(0.147–0.518) | 0.001 | 0.227(0.010–0.444) | 0.040 |
| Bilirubin | 0.553(0.160–0.945) | 0.006 | 0.121(-0.120–0.361) | 0.324 |
| Platelet | -0.013(-0.016–0.011) | <0.0001 | -0.003(-0.006–0.000) | 0.030 |
The results of the univariate and multivariate linear analyses are expressed as unstandardized B coefficients with 95% confidence intervals.
Analysis of the effect of liver steatosis on liver stiffness estimated by MR Elastogrpahy for each fibrosis stage.
| Liver stiffness | |||
|---|---|---|---|
| Liver steatosis (n = 89) | None (n = 96) |
| |
|
| 2.42±0.42 | 2.20±0.47 | 0.048 |
|
| 3.73±1.30 | 3.69±0.68 | 0.641 |
|
| 5.62±1.79 | 6.06±1.47 | 0.079 |
Values are depicted as mean ± standard deviation. kPa = kilopascal.
Fig 4Proposed clinical algorithm of liver stiffness measured by MR Elastography in patients with HBV and those with HCV.