Prediction of 15-year Risk of MASH (Metabolic Dysfunction-associated Steatohepatitis)-Related HCC (Hepatocellular Carcinoma) by Tissue Proteomic Profiling
试验速览
- 阶段
- 不适用
- 状态
- 尚未招募
- 发起方
- 入组人数
- 30
- 试验地点
- 1
- 主要终点
- prognostic performance
研究概览
简要总结
MASLD (Metabolic Dysfunction-Associated Steatotic Liver Disease), affects over 25% of the global population and is increasingly associated with obesity and type 2 diabetes. Metabolic Dysfunction-Associated Steatohepatitis (MASH), a progressive form of MASLD, can lead to cirrhosis and hepatocellular carcinoma (HCC). MASH is now responsible for up to 35% of HCC cases worldwide, including in non-cirrhotic patients who fall outside routine HCC screening recommendations. Unfortunately, no predictive biomarkers of malignant transformation are currently available in clinical practice.
The study hypothesizes that tissue proteomic profiling of liver biopsies using mass spectrometry can predict HCC risk in MASH patients.
A retrospective study will analyze liver biopsies performed at the time of MASH diagnosis, along with clinical data from 30 patients at Bordeaux University Hospital: 15 patients with MASH who subsequently developed HCC within 15 years (group 1), and 15 control patients with MASH who did not develop HCC (group 2). Proteomic data will be compared to clinical outcomes to identify a predictive proteomic signature. Control subjects will be selected to closely match group 1 patients in terms of established HCC risk factors (age, sex, diabetes, fibrosis stage), thereby reducing potential confounding.
ProteoMASH is the first study aiming to define a predictive proteomic signature for HCC in MASH. If successful, findings will be validated in national and international cohorts to improve early detection and personalized follow-up in MASH patients
详细描述
Introduction MASH is a progressive liver disease, recognized as a severe form of MASLD, characterized histologically by hepatic steatosis accompanied by hepatocellular inflammation and ballooning degeneration. It represents a growing public health concern due to its strong association with metabolic syndrome components such as obesity, insulin resistance, type 2 diabetes mellitus, hypertension, and dyslipidemia. Globally, the prevalence of MASLD is estimated to be approximately 25%, with MASH affecting a substantial subset of these patients, particularly those with comorbid metabolic disorders.
MASH progression is heterogeneous and can lead to advanced fibrosis, cirrhosis, and hepatocellular carcinoma (HCC). Importantly, while cirrhosis is a well-known risk factor for HCC, recent epidemiological and clinical studies have demonstrated that HCC can also develop in non-cirrhotic livers affected by MASH. This phenomenon complicates clinical decision-making regarding surveillance and management, as current guidelines primarily recommend HCC screening in patients with cirrhosis regardless of etiology.
The pathogenesis of MASH and its progression to HCC involves complex interactions between metabolic derangements, chronic hepatic inflammation, oxidative stress, mitochondrial dysfunction, lipotoxicity, and activation of fibrogenic pathways. Excessive accumulation of free fatty acids and toxic lipid metabolites in hepatocytes induces cellular stress, triggering inflammatory cascades and apoptosis. Kupffer cells and recruited immune cells perpetuate the inflammatory milieu, contributing to progressive fibrosis.
The increasing incidence of MASH-related HCC underscores the urgent need for novel biomarkers capable of accurately stratifying patients according to their risk of HCC development. Early identification of high-risk individuals would allow for tailored surveillance strategies, early diagnosis, and timely therapeutic interventions, potentially improving clinical outcomes. Unfortunately, serological biomarkers, including alpha-fetoprotein (AFP), have limited sensitivity and specificity for early HCC detection in the MASH population. Thus, novel molecular markers reflecting the underlying pathophysiology of MASH and hepatocarcinogenesis are being actively investigated.
Proteomics, the large-scale study of proteins expressed by cells or tissues, offers unique advantages for biomarker discovery in MASH and HCC. Proteins are the functional effectors of cellular processes and may better reflect dynamic pathological changes compared to genomic or transcriptomic data alone.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Control
- 时间视角
- Retrospective
入排标准
- 年龄范围
- 18 Years 至 —(Adult, Older Adult)
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Common inclusion criteria for all patients:
- •Age >18 years
- •Patients who underwent a liver biopsy confirming the diagnosis of MASH, defined by standard histological criteria: presence of macrovesicular steatosis in >5% of hepatocytes (graded 1, 2, or 3 according to the NAS score), lobular inflammation (graded 1, 2, or 3), and hepatocellular ballooning (graded 1 or 2), with a total NAS score >5, as defined by Kleiner et al.
- •No documented opposition (during life, for deceased patients) to the reuse of their data and biological samples.
- •Specific follow-up criteria for Group 1 (patients who developed HCC during MASH follow-up):
- •HCC diagnosed by imaging (CT or MRI according to LI-RADS diagnostic criteria from the American College of Radiology) or by histopathology (biopsy or surgical resection) between 1 and 15 years after the liver biopsy.
- •At least one imaging exam (ultrasound, CT, or MRI) confirming the absence of any suspicious nodule at least 1 year after the liver biopsy and prior to the diagnosis of HCC.
- •Specific follow-up criteria for Group 2 (control patients who did not develop HCC during MASH follow-up):
- •Follow-up duration of more than 5 years after the liver biopsy.
- •At least one imaging exam (ultrasound, CT, or MRI) confirming the absence of any suspicious nodule at the date of last follow-up.
排除标准
- •Excessive alcohol consumption, as defined by international guidelines: more than 20 g of alcohol per day for women and more than 30 g per day for men, based on patient interview data or an AUDIT score >
- •Other causes of chronic liver disease (viral, autoimmune, genetic, or drug-induced hepatitis), identified through biological analyses (viral serologies, autoimmune hepatitis antibody titers, genetic testing), histological features (suggestive lesions), or clinical history (medication use, family history).
- •Patients under legal protection (e.g., legal guardianship or judicial protection)
结局指标
主要结局
prognostic performance
时间窗: year 15
prognostic performance of tissue proteomic profiling for predicting the 15-year risk of MASH-related HCC development from FFPE liver biopsies obtained at the time of MASH diagnosis usig sensitiy / specificity
次要结局
未报告次要终点
