Omics-based Predictors of NAFLD/Potential NASH: A New Era Towards Valid and Reliable Non-invasive Diagnosis and Personalized Therapy
试验速览
- 阶段
- 不适用
- 发起方
- 入组人数
- 450
- 试验地点
- 1
- 主要终点
- Production of a novel non-invasive biomarker panel to be used for NAFLD without and with fibrosis prediction and diagnosis.
研究概览
简要总结
The cascade of care for the non-alcoholic fatty liver disease (NAFLD) and its progression to non-alcoholic steatohepatitis (NASH) requires crossing the barriers for their diagnosis and treatment. The multifactorial nature of NAFLD/NASH limits their diagnosis by a single factor solely. This project aimed at developing a powerful composite marker panel based on multi-omics technologies to detect NAFLD without or with fibrosis (potential for NASH) in high-risk populations (obesity, type 2 diabetes, hypertensive, dyslipidemia). This project is an exploratory study to unrevealing the intra-heterogeneity and inter-similarities of NAFLD without and with fibrosis versus those of healthy individuals. The molecular and clinical characteristics of 450 participants (225 adults aged 30-60 years and 225 children aged 12 -18 years) will be investigated; 150 NAFLD patients without, 150 NAFLD patients with fibrosis (potential NASH) compared to 150 healthy individuals. Detection of genetic polymorphism of SNP of 10 gene variants involved with NAFLD without and with fibrosis, gene discovery and molecular diagnosis of dyslipidemia using next-generation sequencing and whole-exome sequencing (genomics), the expression level for the top 5 of 168-panel genes of plasma miRNAs (epi-genomics), the glycosylation pattern of five glycoproteins (proteomics), salivary analysis of ten microbiomes and five microbial-related metabolites (metabolomics) will be investigated. Eventually, the development of precision therapies to target NAFLD without and with fibrosis and possibly reverse fibrosis could be achieved.
详细描述
The national treatment program intended to provide a cure for Egyptian HCV-infected patients was the sparking light toward an HCV-free and healthy liver among the Egyptian population. However, another rapidly evolving liver disease has been emerging with an increase in both mortality and morbidity, and an estimated prevalence of 25-35% across the globe; non-alcoholic fatty liver disease (NAFLD). The highest rate of NAFLD is reported from the Middle East (32%). The prevalence of NAFLD in the general population increases with age; from 3% in children, 5% in teenagers, 18% between 20 and 40 years, 39% in those aged 40 to 50 years, and to over 40% in those greater than 70 years.
NAFLD is a metabolic disorder, whose spectrum progresses from simple steatosis to non-alcoholic steatohepatitis (NASH) and liver fibrosis, potentially leading to cirrhosis, hepatocellular carcinoma, and liver failure. Accordingly, NASH is considered a severe form of NAFLD. Given the association between NAFLD and the growing global epidemics of obesity, type 2 diabetes, sedentary lifestyles, dyslipidemia, and unhealthy dietary patterns, the prevalence of NAFLD is expected to increase. Therefore, NAFLD is a major clinical and economic burden on the world's healthcare systems.
Although liver biopsy is the reference standard for the assessment of fibrosis associated with NASH, the inherent limitations of an invasive procedure, and the need for repeat sampling, have led to the development of several non-invasive tests (NITs) as alternatives to liver biopsy. The current NITs were used for the diagnosis of advanced fibrosis in patients with NAFLD (5), Such NITs mostly include biological (serum biomarker algorithms) or physical (imaging assessment of tissue stiffness) assessments. However, currently available NITs have several limitations, such as variability, inadequate accuracy, and risk factors for error. The current NITs were used not only to diagnose significant fibrosis in chronic hepatitis C but also the diagnosis of advanced fibrosis in patients with NAFLD/NASH.
In low-resource countries, despite the high prevalence of NAFLD and that its early stages are reversible with diet and lifestyle modifications, the availability of NITs is likely to be limited, especially the more expensive imaging-based tests. Blood-based biomarkers are therefore attractive, but those available to date have only moderate diagnostic accuracy. Furthermore, only a minority of NAFLD cases are diagnosed and correctly treated as detecting early stages is hindered by a lack of non-invasive reliable, and validated methods of early diagnosis. In addition, there are few options available for the management of NASH and no current FDA-approved therapies for NAFLD.
To date, the pathogenesis of NAFLD is not fully clarified. NAFLD is thought to be involved in complex interactions among diet, genetic susceptibility, and gut microbiota (6). At the same time, the role of gut microbiota and microbial metabolites in NAFLD has attracted more attention. Gut microbiota regulates the development and progression of NAFLD on the basis of the gut-liver axis. Future targeted treatment strategies based on the pathogenic pathways are accordingly needed to develop an effective treatment for patients with NASH.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Control
- 时间视角
- Cross Sectional
入排标准
- 年龄范围
- 12 Years 至 60 Years(Child, Adult)
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Age: 30-60 years for adults and 12-18 years for children
- •BMI: ≥ 25 for adults, BMI: ≥ 85th and <94th percentile for overweight and ≥95th percentile for obese children
- •Pre-diabetics and type 2 diabetes
- •Dyslipidemia
- •Hypertension
- •Family history of NASH
排除标准
- •• Alcohol consumption
- •Type 1 diabetes
- •Other chronic liver diseases
- •Malignant diseases
结局指标
主要结局
Production of a novel non-invasive biomarker panel to be used for NAFLD without and with fibrosis prediction and diagnosis.
时间窗: 24 months from the start of the study
Using a logistic regression prediction model for the identification of significant multi-omics biomarkers will help in the development of a unique Egyptian scoring system.
Dyslipidemia-related variants related commonly to the Egyptian population
时间窗: 12 months after the start of the recruitment
NGS panels of dyslipidemia main genes; (LDLR), (APOB), (PCSK9), and (LDLRAP) will be customized by Illumina to screen for mutations in 30 participants (as detected by OR in relation to controls).
The most significant predisposing or protective genetic variants out of the studied risk and protective alleles associated with NAFLD without and with fibrosis in the Egyptian population.
时间窗: 12 months after the start of the recruitment
The identification of people who carry a specific genetic variant predisposing them to NAFLD with fibrosis Through gene polymorphisms (as detected by OR in relation to controls)
The expression level of altered plasma mRNAs detected among the Egyptian population
时间窗: 12 months after the start of the recruitment
Expression profiling of plasma microRNAs expression profiling will be performed by locked nucleic acid PCR array for high plasma miRNAs. This will be applied to 2 subjects from each group (a total of 12 subjects).
Concentration level of the high salivary detected microbiome-related metabolites
时间窗: 12 months after the start of the recruitment
The salivary concentrations of the high salivary detected microbiome-related metabolites using Gas Chromatography-Mass Spectrometer (GC-MS) Analysis and their predictive value (Odds Ratio)
The glycosylation profile of the studied N- and O-glycoproteins among Egyptians
时间窗: 12 months after the start of the recruitment
identifying the glycosylation pattern transferrin, apolipoprotein C III (Apoc III), haptoglobin, Mac2 binding protein, IgG (Santa Cruz, USA). The protein bands were visualized as a chemiluminescence reaction using ECL (Novex, Invitrogen, Thermo Scientific, US), and the images will be taken using a CDD camera.
Differences in the compositions and types of the bacterial isolates among the Egyptian populations that are linked to NAFLD patients without and with fibrosis vs. controls
时间窗: 12 months after the start of the recruitment
(out of 10 bacterial isolates) using -Rapid RT-PCR test for 16S rRNA gene amplicon library preparation and sequencing
次要结局
未报告次要终点
研究者
Prof.Dr. Ammal Mokhtar Metwally
Prof. Public Health and Community Medicine
National Research Centre, Egypt
