Serum lipidomic signatures in patients with varying histological severity of metabolic-dysfunction associated steatotic liver disease

Metabolic dysfunction-associated steatotic liver disease (MASLD) represents a spectrum of pathologies ranging from simple steatosis to steatohepatitis, fibrosis and cirrhosis. Patients with metabolic associated steatohepatitis (MASH) with fibrosis are at greatest risk of liver and cardiovascular com...

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Veröffentlicht in:Metabolism, clinical and experimental clinical and experimental, 2025-01, Vol.162, p.156063, Article 156063
Hauptverfasser: Muralidharan, Sneha, Lee, Jonathan W.J., Lim, Yee Siang, Muthiah, Mark, Tan, Eunice, Demicioglu, Deniz, Shabbir, Asim, Loo, Wai Mun, Koo, Chieh Sian, Lee, Yin Mei, Soon, Gwyneth, Wee, Aileen, Halisah, Nur, Abbas, Sakinah, Ji, Shanshan, Triebl, Alexander, Burla, Bo, Koh, Hiromi W.L., Chan, Yun Shen, Lee, Mei Chin, Ng, Huck Hui, Wenk, Markus R., Torta, Federico, Dan, Yock Young
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container_issue
container_start_page 156063
container_title Metabolism, clinical and experimental
container_volume 162
creator Muralidharan, Sneha
Lee, Jonathan W.J.
Lim, Yee Siang
Muthiah, Mark
Tan, Eunice
Demicioglu, Deniz
Shabbir, Asim
Loo, Wai Mun
Koo, Chieh Sian
Lee, Yin Mei
Soon, Gwyneth
Wee, Aileen
Halisah, Nur
Abbas, Sakinah
Ji, Shanshan
Triebl, Alexander
Burla, Bo
Koh, Hiromi W.L.
Chan, Yun Shen
Lee, Mei Chin
Ng, Huck Hui
Wenk, Markus R.
Torta, Federico
Dan, Yock Young
description Metabolic dysfunction-associated steatotic liver disease (MASLD) represents a spectrum of pathologies ranging from simple steatosis to steatohepatitis, fibrosis and cirrhosis. Patients with metabolic associated steatohepatitis (MASH) with fibrosis are at greatest risk of liver and cardiovascular complications. To identify such at-risk MASLD patients, physicians are still reliant on invasive liver biopsies. This study aimed to identify circulating lipidomic signatures to better identify patients with MASH in a multi-ethnic Asian cohort. A lipidomic approach was used to quantify a total of 481 serum lipids from 151 Singaporean patients paired with protocolized liver biopsies. Lipidomic signatures for MASLD, at-risk MASH and advanced fibrosis were identified. 210 lipids showed significant differences for varying histological subtypes of MASLD. Majority of these lipids were associated with liver steatosis (198/210). We identified a panel of 13 lipids associated with lobular inflammation, ballooning and significant fibrosis. Of note, dihexosylceramides were novel markers for significant fibrosis. Using the serum lipidome alone, we could stratify patients with MASLD (AUROC 0.863), as well as those with at-risk MASH (AUROC 0.912) and advanced fibrosis (AUROC 0.95). The lipidomic at-risk MASH predictor, using 14 markers, was independently validated (n = 105) with AUROC 0.76. The dynamic shift in serum lipid profile was associated with progressive histological stages of MASLD, providing surrogate markers for distinguishing stages of MASLD as well as identifying novel pathways in the pathogenesis. •Serum lipidomics from controls and MASLD patients were studied alongside liver tissue transcriptomics.•Of the 481 lipids quantified in the serum, 210 are significant for the discrimination of NAFLD CRN histological components.•Serum lipidome discriminates MASLD from controls, and discriminates MASLD patients with steatohepatitis or fibrosis.•Dihexosylceramides were found to be unique markers for at-risk MASH and advanced fibrosis.•This study used the NIST SRM 1950 to normalize serum lipid levels, aiding comparison with future studies.
doi_str_mv 10.1016/j.metabol.2024.156063
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Patients with metabolic associated steatohepatitis (MASH) with fibrosis are at greatest risk of liver and cardiovascular complications. To identify such at-risk MASLD patients, physicians are still reliant on invasive liver biopsies. This study aimed to identify circulating lipidomic signatures to better identify patients with MASH in a multi-ethnic Asian cohort. A lipidomic approach was used to quantify a total of 481 serum lipids from 151 Singaporean patients paired with protocolized liver biopsies. Lipidomic signatures for MASLD, at-risk MASH and advanced fibrosis were identified. 210 lipids showed significant differences for varying histological subtypes of MASLD. Majority of these lipids were associated with liver steatosis (198/210). We identified a panel of 13 lipids associated with lobular inflammation, ballooning and significant fibrosis. Of note, dihexosylceramides were novel markers for significant fibrosis. Using the serum lipidome alone, we could stratify patients with MASLD (AUROC 0.863), as well as those with at-risk MASH (AUROC 0.912) and advanced fibrosis (AUROC 0.95). The lipidomic at-risk MASH predictor, using 14 markers, was independently validated (n = 105) with AUROC 0.76. 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Using the serum lipidome alone, we could stratify patients with MASLD (AUROC 0.863), as well as those with at-risk MASH (AUROC 0.912) and advanced fibrosis (AUROC 0.95). The lipidomic at-risk MASH predictor, using 14 markers, was independently validated (n = 105) with AUROC 0.76. 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subjects Adult
Advanced fibrosis
Aged
Biomarkers - blood
Dihexosylceramides
Fatty Liver - blood
Fatty Liver - pathology
Female
Humans
Lipidomics
Lipids - blood
Liver - metabolism
Liver - pathology
Liver Cirrhosis - blood
Liver Cirrhosis - pathology
Male
Metabolic dysfunction associated steatotic liver disease (MASLD)
Metabolic-associated steatohepatitis (MASH)
Middle Aged
Severity of Illness Index
title Serum lipidomic signatures in patients with varying histological severity of metabolic-dysfunction associated steatotic liver disease
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