循环代谢物的鉴别性变化是代谢(功能障碍)相关性脂肪肝患者罹患肝细胞癌的预测指标。

IF 11.6 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Liver Cancer Pub Date : 2022-07-08 eCollection Date: 2023-02-01 DOI:10.1159/000525911
Haonan Lu, Jacob George, Mohammed Eslam, Augusto Villanueva, Luigi Bolondi, Helen L Reeves, Misti McCain, Edward Chambers, Caroline Ward, Dewi Sartika, Caroline Sands, Lynn Maslen, Matthew R Lewis, Ramya Ramaswami, Rohini Sharma
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引用次数: 0

摘要

导言:代谢(功能障碍)相关性脂肪肝(MAFLD)的发病率正在上升,肝细胞癌(HCC)的发病率也在增加。代谢相关性脂肪肝及其后遗症的特点是脂质处理、炎症和线粒体损伤的紊乱。在 MAFLD 中,随着 HCC 的发展,循环脂质和小分子代谢物的轮廓特征尚不明显,在未来的研究中可用作 HCC 的生物标志物:我们采用超高效液相色谱法和高分辨质谱法评估了来自六个不同中心的 MAFLD 患者(n = 113)和 MAFLD 相关 HCC 患者(n = 144)血清中 273 种脂质和小分子代谢物的特征。利用回归模型确定了HCC的预测模型:20种脂质和1种代谢物反映了线粒体功能和鞘脂代谢的变化,它们与MAFLD背景下癌症的存在相关,准确率很高(AUC 0.789,95% CI:0.721-0.858),在模型中加入肝硬化后,准确率更高(AUC 0.855,95% CI:0.793-0.917)。特别是,在 MAFLD 亚组中,这些代谢物的存在与肝硬化相关(p < 0.001)。如果仅考虑 HCC 组群,代谢特征是总生存率的独立预测因子(HR 1.42,95% CI:1.09-1.83,p <0.01):这些探索性发现揭示了血清中的代谢特征,该特征能够准确检测出在 MAFLD 背景下是否存在 HCC。未来将进一步研究这一独特的血清特征作为MAFLD患者早期HCC生物标志物的诊断性能。
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Discriminatory Changes in Circulating Metabolites as a Predictor of Hepatocellular Cancer in Patients with Metabolic (Dysfunction) Associated Fatty Liver Disease.

Introduction: The burden of metabolic (dysfunction) associated fatty liver disease (MAFLD) is rising mirrored by an increase in hepatocellular cancer (HCC). MAFLD and its sequelae are characterized by perturbations in lipid handling, inflammation, and mitochondrial damage. The profile of circulating lipid and small molecule metabolites with the development of HCC is poorly characterized in MAFLD and could be used in future studies as a biomarker for HCC.

Methods: We assessed the profile of 273 lipid and small molecule metabolites by ultra-performance liquid chromatography coupled to high-resolution mass spectrometry in serum from patients with MAFLD (n = 113) and MAFLD-associated HCC (n = 144) from six different centers. Regression models were used to identify a predictive model of HCC.

Results: Twenty lipid species and one metabolite, reflecting changes in mitochondrial function and sphingolipid metabolism, were associated with the presence of cancer on a background of MAFLD with high accuracy (AUC 0.789, 95% CI: 0.721-0.858), which was enhanced with the addition of cirrhosis to the model (AUC 0.855, 95% CI: 0.793-0.917). In particular, the presence of these metabolites was associated with cirrhosis in the MAFLD subgroup (p < 0.001). When considering the HCC cohort alone, the metabolic signature was an independent predictor of overall survival (HR 1.42, 95% CI: 1.09-1.83, p < 0.01).

Conclusion: These exploratory findings reveal a metabolic signature in serum which is capable of accurately detecting the presence of HCC on a background of MAFLD. This unique serum signature will be taken forward for further investigation of diagnostic performance as biomarker of early stage HCC in patients with MAFLD in the future.

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来源期刊
Liver Cancer
Liver Cancer Medicine-Oncology
CiteScore
20.80
自引率
7.20%
发文量
53
审稿时长
16 weeks
期刊介绍: Liver Cancer is a journal that serves the international community of researchers and clinicians by providing a platform for research results related to the causes, mechanisms, and therapy of liver cancer. It focuses on molecular carcinogenesis, prevention, surveillance, diagnosis, and treatment, including molecular targeted therapy. The journal publishes clinical and translational research in the field of liver cancer in both humans and experimental models. It publishes original and review articles and has an Impact Factor of 13.8. The journal is indexed and abstracted in various platforms including PubMed, PubMed Central, Web of Science, Science Citation Index, Science Citation Index Expanded, Google Scholar, DOAJ, Chemical Abstracts Service, Scopus, Embase, Pathway Studio, and WorldCat.
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