Development and Validation of a Blood-based Assay for Gastric Cancer Early Detection Using Multi-dimensional Analysis of Cell Free DNA Whole Methylome Sequencing-Protocol for an Observational, Case-control Study
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 入组人数
- 360
- 试验地点
- 1
- 主要终点
- The performance of each single feature and the ensemble model with integrated features for early GC detection in each clinical stage
研究概览
简要总结
To facilitate the early gastric cancer diagnosis, an assay based on assessing large-scale methylation and fragmentation profiles of the plasma cell free (cfDNA) will be developed and validated.
详细描述
Cancer-related features in cell-free DNA (cfDNA) fragments have gradually been identified and play essential roles for non-invasive early cancer detection. Integrated analysis of several cfDNA features have proven to achieve enhanced detection sensitivity as compared to single feature.
This study aims to develop and validate a novel blood-based whole methylome sequencing followed with a multi-dimensional model to analyze several features of cfDNA for GC early detection. Specifically, blood samples will be prospectively collected before gastroscopy. Cases and controls will be randomly divided into a training and a testing dataset at a ratio of 2:1. Plasma cfDNA will be isolated and extracted, followed with a bisulfite-free low-depth whole methylome sequencing. A multi-dimensional model named THorough Epigenetic Marker Integration Solution (THEMIS) including methylation, fragmentation, and chromosomal copy number alternation will be constructed in the training dataset. The performance of the model in differentiating cancer patients from non-cancer controls will then be evaluated in the testing dataset.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Control
- 时间视角
- Prospective
入排标准
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •Complete clinical info;
- •Patients self-agree to join the study and with signed patient consent and good compliance.
- •The specific inclusion criteria for subjects to be included in the malignant group:
- •According to the definition of AJCC's 8th Edition Cancer Staging Manual, patients with gastric adenocarcinoma confirmed by histopathology and with pathological stages of stage I-IV, including patients with esophageal gastric junction adenocarcinoma (EGJ);
- •Has not previously received any local or systematic anti-tumor treatment.
排除标准
- •Diagnosed previously with any kind of malignant tumor;
- •Have received total or partial gastrectomy;
- •Have received bone marrow or organ transplantation;
- •Have received blood transfusion in the past 6 months;
- •Incomplete clinical info or unqualified to participate in the study.
结局指标
主要结局
The performance of each single feature and the ensemble model with integrated features for early GC detection in each clinical stage
时间窗: 18 months
The efficacy of each single feature-based model and the ensemble model comparing with pathologic diagnostic results, the gold standard, and gastroscope diagnosis, including sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV).
The performance of each single feature and the ensemble model with integrated features for early GC detection
时间窗: 18 months
The efficacy of each single feature-based model and the ensemble model comparing with pathologic diagnostic results, the gold standard, and gastroscope diagnosis, including sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV).
次要结局
- The performance of the ensemble model in combination of possible GC related biomarkers such as PG, G17, and/or Hp levels for early GC detection(18 months)