Combining tissue-derived microRNAs with clinical risk models for prediction of HCC recurrence after liver transplantation: A proof-of-concept study
To evaluate the utility of microRNAs (miRNAs) integrated with current clinical risk models as predictive models for hepatocellular carcinoma (HCC) recurrence after liver transplantation (LT). This retrospective proof-of-concept study included 20 patients with HCC who underwent LT between 2007 and 2021 (n = 10 recurrent, n = 10 5-year recurrence-free). MiRNA profiling was performed on formalin-fixed, paraffin-embedded (FFPE) HCC explant tissue at the time of transplantation and clinical data were collected. The predictive value of miRNA expression for HCC recurrence was evaluated in a hybrid data- and hypothesis-driven approach and combined with clinical risk models (Milan, UCSF, Metroticket 2.0 and AFP). Kaplan-Meier analysis was performed to analyze recurrence-free survival (RFS). We identified a 3-miRNA signature - miR-3692-5p, miR-424, and miR-718 - that revealed discriminatory capacity between recurrence and non-recurrence. Adding this signature to clinical models increased the area under the receiver operating characteristic curve (AUC) for modeling HCC recurrence from 0.5 to 0.7 to 0.94-0.96. The combined models were used to categorize patients as high- or low-risk, with patients in the high-risk group having a shorter estimated median RFS (17.0 months vs. 38.5 months, p < 0.05). Integrating tissue-derived molecular miRNA signatures with existing clinical risk models may enhance the prediction of HCC recurrence following LT. Incorporating molecular approaches into current protocols could refine post-transplant risk stratification and surveillance guidance.
Authors
- Konrad Lehr
- Wolfgang Roll (ORCID: https://orcid.org/0000-0002-3746-9393)
- Osman Öcal (ORCID: https://orcid.org/0000-0001-5234-1921)
- Kim D. Falkenberg (ORCID: https://orcid.org/0000-0002-6882-5231)
- Moritz Wildgruber (ORCID: https://orcid.org/0000-0002-7228-6963)
- Philipp Schindler (ORCID: https://orcid.org/0000-0002-8098-9853)
- Florian Rennebaum
- Stefanie Bobe
- Theresa Lederer
- Haluk Mehmet Morgul
- Jonel Trebicka
- Max Masthoff
- Cosima Thon
- Alexander Link
- Emily Hoffmann
Institutions
- Heidelberg University (DE)
- University of Münster (DE)
- University Hospital Heidelberg (DE)
- Bayreuth Medical Center (DE)
- LMU Klinikum (DE)
- University Hospital Münster (DE)
- FH Münster University of Applied Sciences (DE)
- Ludwig-Maximilians-Universität München (DE)
- Otto-von-Guericke-Universität Magdeburg (DE)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-02-27
- DOI
- https://doi.org/10.1038/s41598-026-41688-9
- Primary Topic
- Hepatocellular Carcinoma Treatment and Prognosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Westfälische Wilhelms-Universität Münster