Association of liver biomarker values beyond current thresholds and negative clinical outcomes in primary biliary cholangitis: analysis of a real-world healthcare claims database
Publication: Journal of Comparative Effectiveness Research
Abstract
Aim: To assess the predictive effect of threshold deviations for multiple liver biomarkers on negative clinical outcomes, including hepatic decompensation, liver transplantation, and death in patients with primary biliary cholangitis (PBC) using longitudinal data from a large administrative claims database. Materials & methods: A time-dependent Cox proportional hazards model with time-dependent covariates assessed time to first occurrence of hospitalization for hepatic decompensation, liver transplantation, or death in patients with PBC in the Optum Clinformatics Data Mart™ database. Separate models analyzed proportion of time outside prespecified biomarker thresholds (defined as multiples of upper limit of normal [ULN] for alkaline phosphatase [ALP], total bilirubin [TB], aspartate aminotransferase [AST], and alanine aminotransferase [ALT]; lower limit of normal for albumin). Another model evaluated both ALP and TB with the lowest relevant threshold applied for each biomarker. Results: Overall, 2402 patients were included; 85.3% were female, mean age was 63.3 years, median follow-up was 2.2 years (interquartile range: 1.1–3.9 years). On average, patients had approximately five reported measurements for each biomarker evaluated. Each 10% increase in time outside thresholds was associated with a 6.5%, 9.2%, 9.9%, 7.3% and 23.3% increase in risk of negative outcomes for ALP, TB, AST, ALT and albumin, respectively. Conclusion: In patients with PBC, values outside predefined thresholds for biomarkers including ALP, TB, AST, ALT and albumin strongly predicted negative clinical outcomes. These findings highlight the importance of managing biomarkers beyond ALP in monitoring and the treatment of patients with PBC.
Plain language summary: How abnormal liver test results are linked to worse health outcomes in patients with primary biliary cholangitis: a study using real-world health data
Why was this study done?
Patients with primary biliary cholangitis are at risk of serious health problems if the disease is not treated properly. Certain abnormal liver test results at diagnosis or shortly after starting treatment can help predict these risks. One key liver test often used is alkaline phosphatase. However, it is not known whether regularly tracking liver tests over time or including tests in addition to alkaline phosphatase (aspartate aminotransferase, alanine aminotransferase, total bilirubin and albumin) can better predict who will develop these serious outcomes.
What did this study look at?
This study used information from health insurance claims to look at whether abnormal liver test results, tracked over time, were linked to negative health problems such as hospitalization for serious liver complications (hepatic decompensation), liver transplantation or death in patients with primary biliary cholangitis.
What were the results?
Patients who spent more time with abnormal liver test values had a greater risk of serious health problems. The longer they spent outside the normal range, the higher the risk of complications.
What do the results mean?
It is important to monitor liver test results over time. In addition to ALP, other tests like aspartate aminotransferase, alanine aminotransferase, total bilirubin and albumin also play an important role in evaluating risk.
Supplementary Material
File (supplementary data.docx)
- Download
- 132.81 KB
References
Papers of special note have been highlighted as: • of interest; •• of considerable interest
1.
Colapietro F, Bertazzoni A, Lleo A. Contemporary epidemiology of primary biliary cholangitis. Clin. Liver Dis. 26(4), 555–570 (2022).
2.
Lu M, Li J, Haller IV et al. Factors associated with prevalence and treatment of primary biliary cholangitis in United States health systems. Clin. Gastroenterol. Hepatol. 16(8), 1333–1341 (2018).
3.
Lv T, Chen S, Li M, Zhang D, Kong Y, Jia J. Regional variation and temporal trend of primary biliary cholangitis epidemiology: a systematic review and meta-analysis. J. Gastroenterol. Hepatol. 36(6), 1423–1434 (2021).
4.
Buchanan-Peart K-A, MAcEwan JP, Levine A et al. United States (US) prevalence of diagnosed primary biliary cholangitis: 41 per 100,000 adults with wide regional variability [abstract 4588-C]. Presented at: The Liver Meeting. MA, USA (12–14 November 2023).
5.
Hirschfield GM, Dyson JK, Alexander GJM et al. The British Society of Gastroenterology/UK-PBC primary biliary cholangitis treatment and management guidelines. Gut 67(9), 1568–1594 (2018).
6.
Lammers WJ, Kowdley KV, van Buuren HR. Predicting outcome in primary biliary cirrhosis. Ann. Hepatol. 13(4), 316–326 (2014).
7.
Corpechot C, Chazouilleres O, Poupon R. Early primary biliary cirrhosis: biochemical response to treatment and prediction of long-term outcome. J. Hepatol. 55(6), 1361–1367 (2011).
•• Defined biochemical response criteria for early-stage primary biliary cirrhosis, showing that patients achieving specific reductions in alkaline phosphatase and aspartate aminotransferase, alongside normal bilirubin, have a significantly lower risk of adverse outcomes, which can refine treatment monitoring and improve long-term patient management.
8.
Corpechot C, Abenavoli L, Rabahi N et al. Biochemical response to ursodeoxycholic acid and long-term prognosis in primary biliary cirrhosis. Hepatology 48(3), 871–877 (2008).
9.
Lammert C, Juran BD, Schlicht E et al. Biochemical response to ursodeoxycholic acid predicts survival in a North American cohort of primary biliary cirrhosis patients. J. Gastroenterol. 49(10), 1414–1420 (2014).
10.
Wilde AB, Lieb C, Leicht E et al. Real-world clinical management of patients with primary biliary cholangitis-a retrospective multicenter study from Germany. J. Clin. Med. 10(5), (2021).
11.
Murillo Perez CF, Ioannou S, Hassanally I et al. Optimizing therapy in primary biliary cholangitis: alkaline phosphatase at six months identifies one-year non-responders and predicts survival. Liver Int. 43(7), 1497–1506 (2023).
• Emphasizes the importance of early monitoring and intervention in primary biliary cholangitis (PBC) treatment to enhance prognosis and survival.
12.
Lindor KD, Bowlus CL, Boyer J, Levy C, Mayo M. Primary biliary cholangitis: 2018 practice guidance from the American Association for the Study of Liver Diseases. Hepatology 69(1), 394–419 (2019).
13.
European Association for the Study of the Liver. EASL clinical practice guidelines: the diagnosis and management of patients with primary biliary cholangitis. J. Hepatol. 67(1), 145–172 (2017).
14.
Corpechot C, Lemoinne S, Soret PA et al. Adequate versus deep response to ursodeoxycholic acid in primary biliary cholangitis: to what extent and under what conditions is normal alkaline phosphatase level associated with complication-free survival gain? Hepatology 79(1), 39–48 (2024).
15.
Gazda J, Drazilova S, Gazda M et al. Treatment response to ursodeoxycholic acid in primary biliary cholangitis: a systematic review and meta-analysis. Dig. Liver Dis. 55(10), 1318–1327 (2023).
16.
Lammers WJ, van Buurenzqz HR, Hirschfieldzqz GM et al. Levels of alkaline phosphatase and bilirubin are surrogate end points of outcomes of patients with primary biliary cirrhosis: an international follow-up study. Gastroenterology 147(6), 1338–1349 (2014).
• Seminal research demonstrating that alkaline phosphatase and bilirubin are reliable surrogate endpoints for predicting outcomes in patients with primary biliary cholangitis.
17.
Carbone M, Sharp SJ, Flack S et al. The UK-PBC risk scores: derivation and validation of a scoring system for long-term prediction of end-stage liver disease in primary biliary cholangitis. Hepatology 63(3), 930–950 (2016).
• Developed and validated the UK-PBC risk scores to assess the prognosis of patients with PBC using readily available laboratory measures, including platelet count, albumin, bilirubin, aminotransferases and alkaline phosphatase.
18.
Murillo Perez CF, Harms MH, Lindor KD et al. Goals of treatment for improved survival in primary biliary cholangitis: treatment target should be bilirubin within the normal range and normalization of alkaline phosphatase. Am. J. Gastroenterol. 115(7), 1066–1074 (2020).
• Demonstrated that maintaining bilirubin levels at or below 0.6 times the upper limit of normal and normalizing alkaline phosphatase are associated with improved survival outcomes in PBC, suggesting refined treatment targets to improve patient prognosis.
19.
Gatselis NK, Goet JC, Zachou K et al. Factors associated with progression and outcomes of early stage primary biliary cholangitis. Clin. Gastroenterol. Hepatol. 18(3), 684–692 (2020).
20.
Corpechot C, Carrat F, Gaouar F et al. Liver stiffness measurement by vibration-controlled transient elastography improves outcome prediction in primary biliary cholangitis. J. Hepatol. 77(6), 1545–1553 (2022).
21.
Mayne TJ, Vittinghoff E, Chesney MA, Barrett DC, Coates TJ. Depressive affect and survival among gay and bisexual men infected with HIV. Arch. Intern. Med. 156(19), 2233–2238 (1996).
22.
Kuiper EM, Hansen BE, de Vries RA et al. Improved prognosis of patients with primary biliary cirrhosis that have a biochemical response to ursodeoxycholic acid. Gastroenterology 136(4), 1281–1287 (2009).
23.
Tanaka A. Current understanding of primary biliary cholangitis. Clin. Mol. Hepatol. 27(1), 1–21 (2021).
24.
Lammers WJ, Hirschfield GM, Corpechot C et al. Development and validation of a scoring system to predict outcomes of patients with primary biliary cirrhosis receiving ursodeoxycholic acid therapy. Gastroenterology 149(7), 1804–1812; e1804 (2015).
25.
Poupon RE, Lindor KD, Cauch-Dudek K, Dickson ER, Poupon R, Heathcote EJ. Combined analysis of randomized controlled trials of ursodeoxycholic acid in primary biliary cirrhosis. Gastroenterology 113(3), 884–890 (1997).
26.
Poupon RE, Poupon R, Balkau B. The UDCA-PBC Study Group. Ursodiol for the long-term treatment of primary biliary cirrhosis. N. Engl. J. Med. 330(19), 1342–1347 (1994).
27.
Poupon RE, Balkau B, Eschwege E, Poupon R. UDCA-PBC Study Group. A multicenter, controlled trial of ursodiol for the treatment of primary biliary cirrhosis. N. Engl. J. Med. 324(22), 1548–1554 (1991).
28.
Pares A, Caballeria L, Rodes J. Excellent long-term survival in patients with primary biliary cirrhosis and biochemical response to ursodeoxycholic acid. Gastroenterology 130(3), 715–720 (2006).
29.
Lindor KD, Therneau TM, Jorgensen RA, Malinchoc M, Dickson ER. Effects of ursodeoxycholic acid on survival in patients with primary biliary cirrhosis. Gastroenterology 110(5), 1515–1518 (1996).
30.
Heathcote EJ, Cauch-Dudek K, Walker V et al. The Canadian multicenter double-blind randomized controlled trial of ursodeoxycholic acid in primary biliary cirrhosis. Hepatology 19(5), 1149–1156 (1994).
31.
Murillo Perez CF, Fisher H, Hiu S et al. Greater transplant-free survival in patients receiving obeticholic acid for primary biliary cholangitis in a clinical trial setting compared to real-world external controls. Gastroenterology 163(6), 1630–1642 (2022).
• Used real-world data to demonstrate that obeticholic acid treatment is associated not only with a reduction in surrogate markers but also improved transplant-free survival in patients with PBC, highlighting the importance of using surrogate markers and real-world evidence in assessing long-term efficacy in PBC.
32.
Khakoo NS, Sultan S, Reynolds JM, Levy C. Efficacy and safety of bezafibrate alone or in combination with ursodeoxycholic acid in primary biliary cholangitis: systematic review and meta-analysis. Dig. Dis. Sci. 68(4), 1559–1573 (2022).
33.
Myers RP, Shaheen AA, Fong A et al. Validation of coding algorithms for the identification of patients with primary biliary cirrhosis using administrative data. Can. J. Gastroenterol. 24(3), 175–182 (2010).
34.
Gish RG, MacEwan JP, Nair R et al. Burden of illness for patients with primary biliary cholangitis in the United States. Presented at: Gastroenterology & Hepatology Advanced Practice Providers Annual Conference. National Harbor, MD (7–9 September 2023).
35.
Brookhart A, Coombs C, Breskin A et al. Results of the HEROES Study: treatment efficacy of obeticholic acid on hepatic real-world outcomes in patients with primary biliary cholangitis [abstract 223]. Hepatology 76(Suppl. 1), S195–S196 (2022).
36.
Kowdley KV, Brookhart MA, Hirschfield G et al. Efficacy of obeticholic acid (OCA) vs placebo and external control (EC) on clinical outcomes in primary biliary cholangitis (PBC) [abstract 5032]. Hepatology 77(5), E144–E146 (2023).
37.
Kowdley KV, Hirschfield G, Mayne T et al. Clinical trial and real-world outcomes in patients with primary biliary cholangitis treated with obeticholic acid per current US label [abstract 4538-C]. Presented at: The Liver Meeting. Boston, MA (12–14 November 2023).
Information & Authors
Information
Published In
Copyright
© 2025 Intercept Pharmaceuticals, Inc. This work is licensed under the Creative Commons Attribution 4.0 License
History
Received: 15 November 2024
Accepted: 17 October 2025
Published online: 18 November 2025
Keywords:
Topics
Authors
Metrics & Citations
Metrics
Article Usage
Article usage data only available from February 2023. Historical article usage data, showing the number of article downloads, is available upon request.
Citations
How to Cite
Association of liver biomarker values beyond current thresholds and negative clinical outcomes in primary biliary cholangitis: analysis of a real-world healthcare claims database. (2025) Journal of Comparative Effectiveness Research. DOI: 10.57264/cer-2024-0198
Export citation
Select the citation format you wish to export for this article or chapter.
Citing Literature
- Devi Manoharan, Neural Network-Driven Optimization of Quality Engineering Metrics for High-Volume Healthcare Claims and EDI Transaction Performance, 2026 9th International Conference on Trends in Electronics and Informatics (ICOEI), 10.1109/ICOEI68323.2026.11541655, (2194-2203), (2026).
