Sneha Muralidharan, Jonathan W J Lee, Lim Yee Siang, Mark Muthiah, Eunice Tan, Deniz Demicioglu, Asim Shabbir, Loo Wai Mun, Koo Chieh Sian, Lee Yin Mei, Gwyneth Soon, Aileen Wee, Nur Halisah, Sakinah Abbas, Shanshan Ji, Alexander Triebl, Bo Burla, Hiromi W L Koh, Chan Yun Shen, Lee Mei Chin, Ng Huck Hui, Markus R Wenk, Federico Torta, Dan Yock Young
{"title":"不同组织学严重程度的代谢功能障碍相关脂肪性肝病患者的血清脂质体特征。","authors":"Sneha Muralidharan, Jonathan W J Lee, Lim Yee Siang, Mark Muthiah, Eunice Tan, Deniz Demicioglu, Asim Shabbir, Loo Wai Mun, Koo Chieh Sian, Lee Yin Mei, Gwyneth Soon, Aileen Wee, Nur Halisah, Sakinah Abbas, Shanshan Ji, Alexander Triebl, Bo Burla, Hiromi W L Koh, Chan Yun Shen, Lee Mei Chin, Ng Huck Hui, Markus R Wenk, Federico Torta, Dan Yock Young","doi":"10.1016/j.metabol.2024.156063","DOIUrl":null,"url":null,"abstract":"<p><strong>Background & aims: </strong>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 and without 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.</p><p><strong>Approach & results: </strong>A lipidomic approach was used to quantify a total of 481 serum lipids from 151 Singaporean patients paired with protocolized liver biopsies. Lipidomic signatures as diagnostic biomarkers for MASLD, 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. More specifically, 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.</p><p><strong>Conclusions: </strong>The dynamic shift in blood 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.</p>","PeriodicalId":18694,"journal":{"name":"Metabolism: clinical and experimental","volume":" ","pages":"156063"},"PeriodicalIF":10.8000,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Serum lipidomic signatures in patients with varying histological severity of metabolic-dysfunction associated steatotic liver disease.\",\"authors\":\"Sneha Muralidharan, Jonathan W J Lee, Lim Yee Siang, Mark Muthiah, Eunice Tan, Deniz Demicioglu, Asim Shabbir, Loo Wai Mun, Koo Chieh Sian, Lee Yin Mei, Gwyneth Soon, Aileen Wee, Nur Halisah, Sakinah Abbas, Shanshan Ji, Alexander Triebl, Bo Burla, Hiromi W L Koh, Chan Yun Shen, Lee Mei Chin, Ng Huck Hui, Markus R Wenk, Federico Torta, Dan Yock Young\",\"doi\":\"10.1016/j.metabol.2024.156063\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background & aims: </strong>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 and without 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.</p><p><strong>Approach & results: </strong>A lipidomic approach was used to quantify a total of 481 serum lipids from 151 Singaporean patients paired with protocolized liver biopsies. Lipidomic signatures as diagnostic biomarkers for MASLD, 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. More specifically, 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.</p><p><strong>Conclusions: </strong>The dynamic shift in blood 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.</p>\",\"PeriodicalId\":18694,\"journal\":{\"name\":\"Metabolism: clinical and experimental\",\"volume\":\" \",\"pages\":\"156063\"},\"PeriodicalIF\":10.8000,\"publicationDate\":\"2024-11-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Metabolism: clinical and experimental\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.metabol.2024.156063\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Metabolism: clinical and experimental","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.metabol.2024.156063","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Serum lipidomic signatures in patients with varying histological severity of metabolic-dysfunction associated steatotic liver disease.
Background & aims: 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 and without 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.
Approach & results: A lipidomic approach was used to quantify a total of 481 serum lipids from 151 Singaporean patients paired with protocolized liver biopsies. Lipidomic signatures as diagnostic biomarkers for MASLD, 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. More specifically, 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.
Conclusions: The dynamic shift in blood 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.
期刊介绍:
Metabolism upholds research excellence by disseminating high-quality original research, reviews, editorials, and commentaries covering all facets of human metabolism.
Consideration for publication in Metabolism extends to studies in humans, animal, and cellular models, with a particular emphasis on work demonstrating strong translational potential.
The journal addresses a range of topics, including:
- Energy Expenditure and Obesity
- Metabolic Syndrome, Prediabetes, and Diabetes
- Nutrition, Exercise, and the Environment
- Genetics and Genomics, Proteomics, and Metabolomics
- Carbohydrate, Lipid, and Protein Metabolism
- Endocrinology and Hypertension
- Mineral and Bone Metabolism
- Cardiovascular Diseases and Malignancies
- Inflammation in metabolism and immunometabolism