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.

PubMed

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.
Abstract