Related Experiment Video
Updated: Jun 10, 2025

Determining Bile Duct Density in the Mouse Liver
Published on: April 30, 2019
Identifying Patients With Primary Biliary Cholangitis and Cirrhosis Using Administrative Data in a National Cohort
Binu V John1, Dustin Bastaich2, Bassam Dahman2
1Division of Gastroenterology and Hepatology, Miami VA Medical System, and Division of Digestive Health and Liver Diseases, University of Miami Miller School of Medicine, Miami, Florida, USA.
Insights
Administrative codes for primary biliary cholangitis (PBC) and cirrhosis have moderate accuracy. Combining codes for portal hypertension and ursodeoxycholic acid (UDCA) improves identification of patients with cirrhosis and PBC.
Area of Science:
- Hepatology
- Medical Informatics
- Clinical Epidemiology
Background:
- Accurately identifying patients with primary biliary cholangitis (PBC) and cirrhosis using administrative codes is challenging.
- The historical nomenclature "Primary Biliary Cirrhosis" may lead to coding inaccuracies.
- This study evaluates the positive predictive value (PPV) of International Classification of Diseases (ICD) codes for PBC and cirrhosis.
Purpose of the Study:
- To determine the accuracy of ICD 9/10 codes for identifying patients with primary biliary cholangitis (PBC) and cirrhosis.
- To assess the impact of combining specific diagnostic codes on the PPV for PBC and cirrhosis.
Main Methods:
- A retrospective cohort study was conducted using data from the VA Corporate Data Warehouse.
- Patients were identified using ICD 9 or 10 codes for PBC and cirrhosis.
- Code accuracy was validated through chart review.
Main Results:
- The PPV for identifying both PBC and cirrhosis using ICD 9/10 codes alone was 0.52.
- Incorporating codes for portal hypertension improved the PPV for cirrhosis to 0.92 and for PBC cirrhosis to 0.64.
- Combining codes for portal hypertension and ursodeoxycholic acid (UDCA) further refined PPVs: cirrhosis (0.91), PBC (0.78), and PBC cirrhosis (0.69).
Conclusions:
- ICD 9/10 codes demonstrate modest reliability for identifying patients with PBC and cirrhosis in a large national cohort.
- The PPV for cirrhosis detection can be significantly enhanced by including ICD 9/10 codes for portal hypertension and UDCA treatment.
Background:
The accuracy of administrative codes to capture patients with both primary biliary cholangitis (PBC) and cirrhosis could be challenging because of the potential for incorrect coding due to the old nomenclature "Primary Biliary Cirrhosis." Therefore, the aim of this study was to examine the positive predictive value (PPV) of International Classification of Diseases (ICD) codes for PBC and cirrhosis.
Methods:
This was a retrospective cohort study using data from the VA Corporate Data Warehouse. Eligibility criteria included adult patients diagnosed to have PBC and cirrhosis based on one inpatient or two outpatient ICD 9 or 10 codes, and were validated against chart review of each participant.
Results:
We identified 1408 patients who were found to have ICD codes for both cirrhosis and PBC. The ICD 9/10 codes for PBC and cirrhosis had a PPV of 0.75 (95% CI 0.73-0.75) for cirrhosis, 0.75 for PBC (95% CI 0.73-0.78), and 0.52 (0.50-0.55) for PBC and cirrhosis. When portal hypertension was combined with ICD 9/10 codes, the PPV of cirrhosis improved to 0.92 (0.90-0.94), and that of PBC cirrhosis improved to 0.64 (0.60-0.67). By combining ICD 9/10 codes for portal hypertension and receipt of ursodeoxycholic acid (UDCA), the PPV for cirrhosis improved to 0.91 (0.88-0.94), PBC increased to 0.78 (0.74-0.82), and that for PBC cirrhosis to 0.69 (0.65-0.74).
Conclusions:
In a large national cohort, the use of ICD 9/10 codes had modest reliability for identifying participants with PBC and cirrhosis. The PPV for cirrhosis can be improved by incorporating ICD 9/10 codes for portal hypertension with receipt of UDCA.
More Related Videos
13:57Laparoscopic Anatomical Liver Segment VII Resection with Liver Parenchymal Transection Following a Priority Approach
Published on: May 23, 2025
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Related Concept Videos
Chronic Pancreatitis II: Collaborative Care
Assessment:
Diseases of the Liver and Gallbladder
Cirrhosis is characterized by the scarring of hepatic lobules in the liver, which are replaced by fibrous tissue, affecting the liver's normal functioning. NAFLD, on the other hand, is caused by an excessive build-up of fat in the liver, not...