Table 2.
Prediction of a first serious liver event (SLE), liver admission with or without SLE (liver disease or SLE), or mortality in validation dataset 1 (UHS cohort) and prediction of a first SLE or liver admission with or without SLE in validation dataset 2 (CHIE cohort), within 5 years of the CIRRUS index test
| CIRRUS | Risk factor | Event (SLE)/total | Prevalence | Sensitivity | Specificity | PPV | NPV | PLR | NLR | |
| Validation dataset 1 (UHS cohort) | ||||||||||
| SLE | CvRAG | Liver risk factor (alc/DM2/VH) | 1733/31 939 | 5.93 | 0.63 | 0.92 | 0.33 | 0.98 | 7.71 | 0.40 |
| CRvAG | 0.72 | 0.87 | 0.26 | 0.98 | 5.65 | 0.32 | ||||
| CvRAG | No liver risk factors | 1311/362 314 | 0.37 | 0.49 | 0.97 | 0.05 | 1.00 | 14.85 | 0.53 | |
| CRvAG | 0.57 | 0.94 | 0.04 | 1.00 | 10.18 | 0.46 | ||||
| CvRAG | Alcohol | 1053/10 642 | 10.89 | 0.76 | 0.87 | 0.42 | 0.97 | 5.91 | 0.28 | |
| CRvAG | 0.83 | 0.82 | 0.35 | 0.97 | 4.48 | 0.21 | ||||
| CvRAG | Type 2 diabetes | 649/20 499 | 3.35 | 0.48 | 0.94 | 0.21 | 0.98 | 7.53 | 0.56 | |
| CRvAG | 0.58 | 0.89 | 0.16 | 0.98 | 5.50 | 0.47 | ||||
| CvRAG | Viral hepatitis | 288/1890 | 30.00 | 0.59 | 0.88 | 0.68 | 0.83 | 5.06 | 0.47 | |
| CRvAG | 0.72 | 0.83 | 0.65 | 0.87 | 4.26 | 0.33 | ||||
| Liver disease or SLE | CvRAG | Liver risk factor (alc/DM2/VH) | 4467/31 939 | 13.99 | 0.44 | 0.92 | 0.47 | 0.91 | 5.36 | 0.61 |
| CRvAG | 0.54 | 0.87 | 0.41 | 0.92 | 4.26 | 0.52 | ||||
| CvRAG | No liver risk factors | 5491/362 314 | 1.52 | 0.28 | 0.97 | 0.12 | 0.99 | 8.46 | 0.75 | |
| CRvAG | 0.35 | 0.94 | 0.09 | 0.99 | 6.33 | 0.69 | ||||
| Dead | CvRAG | Liver risk factor (alc/DM2/VH) | 4638/27 734 | 14.5 | 0.36 | 0.91 | 0.40 | 0.89 | 3.9 | 0.70 |
| CRvAG | 0.45 | 0.86 | 0.35 | 0.90 | 3.2 | 0.64 | ||||
| CvRAG | No liver risk factors | 4612/362 314 | 5.3 | 0.24 | 0.97 | 0.35 | 0.96 | 9.6 | 0.78 | |
| CRvAG | 0.31 | 0.95 | 0.28 | 0.96 | 6.8 | 0.72 | ||||
| Validation dataset 2 (CHIE cohort) | ||||||||||
| SLE | CvRAG | Liver risk factor (alc/DM2) | 876/35 832 | 2.54 | 0.49 | 0.97 | 0.29 | 0.99 | 15.56 | 0.53 |
| CRvAG | 0.59 | 0.93 | 0.18 | 0.99 | 8.62 | 0.44 | ||||
| CvRAG | No liver risk factors | 294/147 213 | 0.20 | 0.30 | 0.99 | 0.04 | 1.00 | 21.20 | 0.71 | |
| CRvAG | 0.39 | 0.97 | 0.02 | 1.00 | 11.36 | 0.63 | ||||
| CvRAG | Alcohol | 636/14 666 | 4.55 | 0.56 | 0.95 | 0.36 | 0.98 | 11.57 | 0.47 | |
| CRvAG | 0.65 | 0.90 | 0.25 | 0.98 | 6.82 | 0.38 | ||||
| CvRAG | Type 2 diabetes | 441/23 896 | 1.92 | 0.41 | 0.97 | 0.24 | 0.99 | 16.35 | 0.60 | |
| CRvAG | 0.52 | 0.94 | 0.15 | 0.99 | 8.91 | 0.51 | ||||
| Liver disease or SLE | CvRAG | Liver risk factor (alc/DM2) | 2259/35 832 | 6.30 | 0.28 | 0.97 | 0.37 | 0.95 | 8.88 | 0.74 |
| CRvAG | 0.37 | 0.93 | 0.27 | 0.96 | 5.40 | 0.68 | ||||
| CvRAG | No liver risk factors | 1985/147 213 | 1.35 | 0.10 | 0.99 | 0.09 | 0.99 | 7.36 | 0.91 | |
| CRvAG | 0.15 | 0.97 | 0.06 | 0.99 | 4.41 | 0.88 | ||||
Validation dataset 1 (UHS cohort) liver risk factors: any of the following preidentified risk factors for liver disease: alcohol (previous admission with an alcohol ICD code), diabetes (elevated HbA1C or a previous admission with type 2 diabetes), viral hepatitis (HBsAg, HBV DNA or HCV RNA).
Validation dataset 2 (CHIE cohort) liver risk factors: any of the following preidentified risk factors for liver disease: alcohol (previous admission with an alcohol ICD code, harmful dependent drinking or an alcohol comorbidity in the primary care record) or diabetes (type 2 diabetes in primary or secondary care records).
In each dataset, the control population were patients with no liver admissions.
An SLE was defined as a hospital admission with an ICD code for either varices, liver-related ascites or cirrhosis.
CHIE, Care and Health Information Exchange; CIRRUS, CIRRhosis Using Standard tests; CRvAG, crimson or red test ‘vs’ amber or green result; CvRAG, crimson test ‘vs’ red, amber or green result; DM2, type 2 diabetes mellitus; NLR, negative likelihood ratio; NPV, negative predictive value; PLR, positive likelihood ratio; PPV, positive predictive value; SLE, serious liver event; UHS, University Hospital Southampton.