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Sensing Acute Cellular Rejection in Liver Transplant Patients Using Liver-Derived Extracellular Particles: A
Kaan Kamali1, Moritz Schmelzle1, Can Kamali1
1Department of Surgery, Charité - Universitätsmedizin, Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin, Germany.
Insights
Non-invasive diagnosis of acute cellular rejection (ACR) after liver transplantation (LT) is possible using liver-derived extracellular particles (EP) found in blood plasma. A specific EP subpopulation shows high accuracy in predicting ACR, offering a promising alternative to liver biopsies.
Area of Science:
- Transplantation immunology
- Biomarker discovery
- Extracellular vesicle research
Background:
- Acute cellular rejection (ACR) following liver transplantation (LT) necessitates invasive liver biopsies for diagnosis.
- Current diagnostic methods for ACR are invasive, costly, time-consuming, and require specialized expertise.
- There is a critical need for non-invasive biomarkers to monitor ACR post-LT.
Purpose of the Study:
- To investigate the potential of peripheral liver-derived extracellular particles (EP) as a non-invasive biomarker for diagnosing ACR after LT.
- To identify specific EP subpopulations in blood plasma that correlate with ACR.
- To evaluate the diagnostic accuracy of these EP subpopulations for ACR detection.
Main Methods:
- In vitro studies using primary human hepatocytes under immunological stress to assess EP release.
- Analysis of EP concentrations in plasma from LT patients (n=11) before and during ACR.
- A diagnostic accuracy study (n=69) employing viSNE and FlowSOM algorithms to identify and characterize EP subpopulations.
- Quantification of a specific EP subpopulation (ASGR1+CD130+Annexin V+) for ACR prediction.
Main Results:
- In vitro experiments demonstrated organ-specific EP release from hepatocytes under stress.
- Elevated EP concentrations were observed in LT patients days preceding ACR.
- A specific EP subpopulation, ASGR1+CD130+Annexin V+, showed high diagnostic accuracy for ACR.
- This subpopulation achieved an area under the curve of 0.80, with 100% sensitivity and 68.5% specificity for predicting ACR.
Conclusions:
- Liver-derived extracellular particles (EP) in blood plasma represent a viable non-invasive biomarker for ACR diagnosis post-LT.
- The identified ASGR1+CD130+Annexin V+ EP subpopulation demonstrates significant potential for accurate ACR detection.
- This finding offers a promising alternative to invasive liver biopsies, potentially improving patient management and outcomes after liver transplantation.
Abstract:
Acute cellular rejection (ACR) after liver transplantation (LT) goes along with allograft dysfunction, which is diagnosed by liver biopsy and concomitant histological analysis, representing the gold standard in clinical practice. Yet, liver biopsies are invasive, costly, time-intensive and require expert knowledge. Herein we present substantial evidence that blood plasma residing peripheral liver-derived extracellular particles (EP) could be employed to diagnose ACR non-invasively. In vitro experiments showed organ-specific EP release from primary human hepatocytes under immunological stress. Secondly, analysis of consecutive LT patients (n=11) revealed significant heightened EP concentrations days before ACR. By conducting a diagnostic accuracy study (n = 69, DRKS00011631), we explored the viability of using EP as a liquid biopsy for diagnosing ACR following LT. Consequently, novel EP populations in samples were identified using visualization of t-distributed stochastic neighbor embedding (viSNE) and self-organizing maps (FlowSOM) algorithms. As a result, the ASGR1+CD130+Annexin V+ EP subpopulation exhibited the highest accuracy for predicting ACR (area under the curve: 0.80, 95% confidence interval [CI], 0.70-0.90), with diagnostic sensitivity and specificity of 100% (95% CI, 81.67-100.0%) and 68.5% (95% CI, 55.3-79.3%), respectively. In summary, this new EP subpopulation presented the highest diagnostic accuracy for detecting ACR in LT patients.
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