| Literature DB >> 30742668 |
Janne Fuglsang Hansen1,2, Karen Mølgaard Christiansen1, Benjamin Staugaard1, Belinda Klemmensen Moessner1, Søren Lillevang3, Aleksander Krag2,4, Peer Brehm Christensen1,2.
Abstract
BACKGROUND: Non-invasive methods are the first choice for liver fibrosis evaluation in chronic liver diseases, but few studies investigate the ability of combined methods to predict outcomes.Entities:
Mesh:
Substances:
Year: 2019 PMID: 30742668 PMCID: PMC6370278 DOI: 10.1371/journal.pone.0212036
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flow chart for inclusion.
LT; liver transplantation.
Baseline characteristics of the entire cohort and divided into subgroups according to baseline LSM.
| n/median | n/median | n (IQR or %) | n (IQR or %) | ||
|---|---|---|---|---|---|
| 46.1 (38.2–53.8) | 43.5 (36.1–51.6) | 49.8 (43.8–54) | 53.6 (46.8–56.9) | 0.0001 | |
| 379 (64.1) | 247 (61.1) | 66 (66) | 66 (75.9) | 0.031 | |
| 508 (86) | 345(85.4) | 85 (85) | 78(89.7) | 0.558 | |
| 0.709 | |||||
| 244 (45.8) | 165 (45.6) | 43 (46.2) | 36 (46.8) | ||
| 45 (8.5) | 30 (8.3) | 8 (8.6) | 7 (9.1) | ||
| 233 (43.6) | 160 (44.2) | 40 (43) | 32 (41.6) | ||
| 10 (1.9) | 7 (1.9) | 1 (1.1) | 2 (2.6) | ||
| 6 | 1 (0.2) | 0 | 1 (1.1) | 0 | |
| 108 (18.3) | 1 (0.25) | 20 (20) | 87 (100) | <0.005 | |
| 324 (54.8) | 215 (53.2) | 55 (55) | 54(62.1) | 0.322 | |
| 442 (74.8) | 305 (75.5) | 78 (78) | 59 (67.8) | 0.235 | |
| 36 (18–71) | 27 (15–44) | 62 (36–94) | 196 (92–416) | 0.0001 | |
| 59 (38–105) | 55 (36–93) | 72 (45–135) | 75 (46–145) | 0.0006 | |
| 215 (168–262) | 232 (193–273) | 203 (158–266) | 122 (81–172) | 0.0001 | |
| 43 (40–45) | 43 (40–46) | 42 (40–44) | 39 (35–43) | 0.0001 | |
| 8 (6–12) | 8 (6–10) | 9 (7–13.5) | 12 (9–20.5) | 0.0001 | |
| 1 (0.9–1.1) | 1 (0.9–1) | 1 (1–1.1) | 1.1 (1–1.3) | 0.0001 |
IDU; intravenous drugs, ALT; alanine aminotransferase.
aNumber of patients with baseline sample in baseline LSM 10kPa/10-16.9kPa/17-75kPagroups.
Baseline LSM and HA for predicting death, liver-related death and first cirrhotic complication during follow-up.
The tables shows the used cut-offs for LSM and HA as well as cut-offs yielding 90% sensitivity or specificity for each individual test.
| Cut-off | Patients above cut-off (%) | Sens (%) | Spe (%) | PPV (%) | NPV (%) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| AUC 0.70 (95% CI 0.62–0.78) | ||||||||||
| 10 | 31.6 | 61.8 | 72.3 | 22.5 | 93.6 | |||||
| 17 | 14.7 | 47.1 | 90.0 | 40.0 | 92.9 | |||||
| Cut-off for 90% sensitivity | 5 | 79.7 | 90.0 | 21.6 | 12.9 | 94.2 | ||||
| Cut-off for 90% specificity | 17 | 14.7 | 47.1 | 90.0 | 40.0 | 92.9 | ||||
| AUC 0.93 (95% CI 0.89–0.98) | ||||||||||
| LSM 10–16.9kPa | 10 | 31.6 | 96.3 | 71.5 | 14.0 | 99.8 | ||||
| LSM 17-75kPa | 17 | 14.7 | 85.2 | 88.7 | 26.7 | 99.2 | ||||
| Cut-off for 90% sensitivity | 14 | 20.1 | 90.0 | 83.2 | 20.5 | 99.4 | ||||
| Cut-off for 90% specificity | 19 | 13.0 | 85.2 | 90.0 | 29.1 | 99.2 | ||||
| AUC 0.89 (95% CI 0.82–0.97) | ||||||||||
| LSM 10–16.9kPa | 10 | 28.1 | 90.0 | 75.4 | 17.0 | 99.3 | ||||
| LSM 17-75kPa | 17 | 11.2 | 66.7 | 91.9 | 31.5 | 98.0 | ||||
| Cut-off for 90% sensitivity | 12 | 20.4 | 90.0 | 83.5 | 22.8 | 99.3 | ||||
| Cut-off for 90% specificity | 15 | 12.8 | 73.3 | 90.0 | 29.0 | 98.4 | ||||
| AUC 0.68 (95% CI 0.60–0.76) | ||||||||||
| Median HA for group 17-75kPa | 200 | 9.3 | 39.4 | 95.4 | 52.7 | 92.4 | ||||
| Cut-off for 90% sensitivity | 14 | 84.9 | 90.0 | 15.9 | 12.2 | 92.4 | ||||
| Cut-off for 90% specificity | 117 | 14.6 | 45.5 | 90.0 | 37.2 | 92.7 | ||||
| AUC 0.93 (95% CI 0.88–0.99) | ||||||||||
| Median HA for group 17-75kPa | 200 | 9.3 | 76.9 | 94.6 | 40.7 | 98.8 | ||||
| Cut-off for 90% sensitivity | 40 | 45.2 | 90.0 | 57.6 | 9.3 | 99.2 | ||||
| Cut-off for 90% specificity | 125 | 14.0 | 84.6 | 90.0 | 29.0 | 99.2 | ||||
| AUC 0.89 (95% CI 0.83–0.94) | ||||||||||
| Median HA for group 17-75kPa | 200 | 6 | 46.7 | 93.3 | 28 | 96.9 | ||||
| Cut-off for 90% sensitivity | 62 | 26.3 | 90 | 73.8 | 16 | 99 | ||||
| Cut-off for 90% specificity | 131 | 10.1 | 70 | 90 | 28 | 98.2 | ||||
| AUC 0.74 (95% CI 0.67–0.80) | ||||||||||
| AUC 0.94 (95% CI 0.91–0.98) | ||||||||||
| AUC 0.91 (95% CI 0.85–0.98) | ||||||||||
Sens; sensitivity. Spe; Specificity. PPV; positive predictive value. NPV; negative predictive value
a Model for liver-related deaths for patients >30 years of age.
b Model for cirrhotic complications excluding the patients <30 years and the 29 patients who already had a complication at baseline.
cCombined model for LSM and HA. Cut-offs are displayed in the supplementary material (S4 Table).
dSignificantly higher AUC for death/death from liver disease than bLSM or bHA alone (p = 0.034 and 0.001/0.001 and 0.006, respectively)
Significant predictors of death from all-cause, liver-related death or cirrhosis development corrected for achieving sustained viral response (SVR).
| Baseline LSM | ||||||
| <10kPa | Reference | Reference | ||||
| 10–16.9kPa | 1.33 (0.63–2.76) | 0.446 | 1.09 (0.50–2.34) | 0.835 | ||
| 17-75kPa | 6 (3.55–10) | <0.005 | 3.64 (1.65–7.9) | 0.001 | ||
| Baseline lnHA | 1.93 (1.59–2.36) | <0.005 | 1.37 (1.03–1.83) | 0.031 | ||
| Baseline age | 1.03 (1.01–1.06) | 0.004 | NS | - | ||
| Male sex | 1.66 (0.97–2.85) | 0.064 | NS | - | ||
| Ever excessive alcohol use | 1.6 (0.97–2.64) | 0.063 | NS | - | ||
| Ever intravenous drug use | 0.94 (0.55–1.62) | 0.830 | NS | - | ||
| SVR | 0.46 (0.19–1.15) | 0.094 | 0.32 (1.03–1.83) | 0.014 | ||
| Baseline LSM | ||||||
| <10kPa | Reference | Reference | ||||
| 10–16.9kPa | 9.5 (0.98–91.3) | 0.051 | 4.04 (0.41–39.8) | 0.176 | ||
| 17-75kPa | 97 (13.2–713) | <0.005 | 11 (1.22–98.6) | 0.018 | ||
| Baseline lnHA | 5.2 (3.43–7.95) | <0.005 | 3.15 (1.77–5.62) | <0.005 | ||
| Baseline age | 1.07 (1.03–1.11) | <0.005 | NS | - | ||
| Male sex | 1.97 (0.79–4.87) | 0.144 | NS | - | ||
| Ever excessive alcohol use | 1.96 (0.86–4.49) | 0.109 | NS | - | ||
| Ever intravenous drug use | 2.1 (0.97–4.59) | 0.060 | NS | - | ||
| SVR | 1.09 (0.67–3.22) | 0.883 | 0.69 (0.22–2.14) | 0.523 | ||
| Baseline LSM | ||||||
| <10kPa | Reference | Reference | 0.034 | |||
| 10–16.9kPa | 9.6 (2.5–36.6) | 0.001 | 4.3 (1.12–18.3) | 0.001 | ||
| 17-75kPa | 59 (17.4–200) | <0.005 | 9 (2.49–32.2) | |||
| Baseline lnHA | 4.5 (3.4–5.9) | <0.005 | 2.8 (1.9–3.8) | <0.005 | ||
| Baseline age | 1.07 (1.03–1.11) | <0.005 | NS | |||
| Male sex | 1.59 (0.70–3.59) | 0.262 | NS | |||
| Ever excessive alcohol use | 0.8 (0.39–1.66) | 0.556 | NS | |||
| Ever intravenous drug use | 1.83 (0.87–3.84) | 0.113 | NS | |||
| SVR | 0.84 (0.25–2.83) | 0.779 | 0.39 (0.1–1.35) | 0.189 | ||
aAnalysis of subpopulation of (560/591) patients with a baseline age above 30 years of age.
b subpopulation (531/591) >30 years of age and no previous complications.
HR; Hazard ratio. lnHA; natural logarithm of bHA. NS; non-significant.
Fig 2Overall survival stratified by baseline LSM groups.
Within the baseline 17-75kPa group the survival is further stratified by baseline HA (dotted lines), p = 0.004.
Fig 3Cumulative incidence of liver-related deaths stratified by baseline LSM groups (solid lines).
The group with bLSM 17-75kPa was further stratified by a bHA 200ng/mL cut-off (dotted lines).