Background & Aims: Porto-sinusoidal vascular disorder (PSVD) is a rare and diagnostically challenging vascular liver disease. This study aimed to identify distinct metabolomic signatures in patients with PSVD or cirrhosis to facilitate non-invasive diagnosis and elucidate perturbed metabolic pathways.
Methods: Serum samples from 20 healthy volunteers (HVs), 20 patients with histologically confirmed PSVD or 20 patients with cirrhosis were analyzed. Metabolites were measured using liquid chromatography-mass spectrometry. Differential abundance was evaluated with Limma's moderated t-statistics. Artificial neural network and support vector machine models were developed to classify PSVD against cirrhosis or HV metabolomic profiles. An independent cohort was used for validation.
Results: A total of 283 metabolites were included for downstream analysis. Clustering effectively separated PSVD from HV metabolomes, although a subset of patients with PSVD (n = 5, 25%) overlapped with those with cirrhosis. Differential testing revealed significant PSVD-linked metabolic perturbations, including pertubations in taurocholic and adipic acids, distinguishing patients with PSVD from both HVs and those with cirrhosis. Alterations in pyrimidine, glycine, serine, and threonine pathways were exclusively associated with PSVD. Machine learning models utilizing selected metabolic signatures reliably differentiated the PSVD group from HVs or patients with cirrhosis using only 4 to 6 metabolites. Validation in an independent cohort demonstrated the high discriminative ability of taurocholic acid (AUROC 0.899) for patients with PSVD HVs and the taurocholic acid/aspartic acid ratio (AUROC 0.720) for PSVD cirrhosis.
Conclusions: High-throughput metabolomics enabled the identification of distinct metabolic profiles that differentiate between PSVD, cirrhosis, and healthy individuals. Unique alterations in the glycine, serine, and threonine pathways suggest their potential involvement in PSVD pathogenesis.
Impact And Implications: Porto-sinusoidal vascular disorder (PSVD) is a vascular liver disease that can lead to pre-sinusoidal portal hypertension in the absence of cirrhosis, with poorly understood pathophysiology and no established treatment. Our study demonstrates that analyzing the serum metabolome could reveal distinct metabolic signatures in patients with PSVD, including alterations in the pyrimidine, glycine, serine and threonine pathways, potentially shedding light on the disease's underlying pathways. These findings could enable earlier and non-invasive diagnosis of PSVD, potentially reducing reliance on invasive procedures like liver biopsy and guiding diagnostic pathways.
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http://dx.doi.org/10.1016/j.jhepr.2024.101208 | DOI Listing |
JHEP Rep
December 2024
Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria.
J Hepatol
November 2024
Barcelona Hepatic Hemodynamic Laboratory, Liver Unit, Hospital Clínic, Institut de Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS). CIBEREHD (Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas). Health Care Provider of the European Reference Network on Rare Liver Disorders (ERN RARE-Liver). Departament de Medicina i Ciències de la Salut. Universitat de Barcelona. Electronic address:
Dig Liver Dis
November 2024
Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China; State Key Laboratory of Digestive Health and National Clinical Research Center of Digestive Disease, Beijing, China. Electronic address:
Background: Porto-sinusoidal vascular disorder (PSVD) is a clinicopathological entity and often associated with various etiologies. We aimed to compare the clinical and pathological features and outcomes of PSVD in patients with and without known etiologies in a Chinese cohort.
Methods: This retrospective study enrolled liver-biopsy confirmed patients with PSVD.
Microcirculation
November 2024
Department of Intensive Care Medicine, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands.
Diagnostics (Basel)
September 2024
Department of Hepatology, Tianjin Second People's Hospital, Tianjin 300192, China.
Background And Aims: Porto-sinusoidal vascular disease (PSVD) as a novel clinical conception was modified on the basis of idiopathic non-cirrhotic portal hypertension (INCPH). This study aimed to compare the clinical, biochemical histological features and prognosis between the diagnostic criteria for PSVD and that of INCPH.
Methods: A total of 65 patients who underwent liver biopsies were analyzed retrospectively.
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