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循环游离 DNA 中 5-羟甲基化的生物标志物可在前列腺癌、肺癌、结直肠癌和卵巢癌筛查试验中预测出诊断前长达 36 个月的隐匿性结直肠癌。

5-Hydroxymethylated Biomarkers in Cell-Free DNA Predict Occult Colorectal Cancer up to 36 Months Before Diagnosis in the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial.

机构信息

Department of Chemistry, The University of Chicago, Chicago, IL.

Department of Medicine, The University of Chicago, Chicago, IL.

出版信息

JCO Precis Oncol. 2024 Oct;8:e2400277. doi: 10.1200/PO.24.00277. Epub 2024 Oct 11.

Abstract

PURPOSE

Using the prostate, lung, colorectal, and ovarian (PLCO) Cancer Screening Trial samples, we identified cell-free DNA (cfDNA) candidate biomarkers bearing the epigenetic mark 5-hydroxymethylcytosine (5hmC) that detected occult colorectal cancer (CRC) up to 36 months before clinical diagnosis.

MATERIALS AND METHODS

We performed the 5hmC-seal assay and sequencing on ≤8 ng cfDNA extracted from PLCO study participant plasma samples, including n = 201 cases (diagnosed with CRC within 36 months of blood collection) and n = 401 controls (no cancer diagnosis on follow-up). We conducted association studies and machine learning modeling to analyze the genome-wide 5hmC profiles within training and validation groups that were randomly selected at a 2:1 ratio.

RESULTS

We successfully obtained 5hmC profiles from these decades-old samples. A weighted Cox model of 32 5hmC-modified gene bodies showed a predictive detection value for CRC as early as 36 months before overt tumor diagnosis (training set AUC, 77.1% [95% CI, 72.2 to 81.9] and validation set AUC, 72.8% [95% CI, 65.8 to 79.7]). Notably, the 5hmC-based predictive model showed comparable performance regardless of sex and race/ethnicity, and significantly outperformed risk factors such as age and obesity (assessed as BMI). Finally, when splitting cases at median weighted prediction scores, Kaplan-Meier analyses showed significant risk stratification for CRC occurrence in both the training set (hazard ratio, [HR], 3.3 [95% CI, 2.6 to 5.8]) and validation set (HR, 3.1 [95% CI, 1.8 to 5.8]).

CONCLUSION

Candidate 5hmC biomarkers and a scoring algorithm have the potential to predict CRC occurrence despite the absence of clinical symptoms and effective predictors. Developing a minimally invasive clinical assay that detects 5hmC-modified biomarkers holds promise for improving early CRC detection and ultimately patient outcomes.

摘要

目的

利用前列腺、肺、结直肠和卵巢(PLCO)癌症筛查试验样本,我们鉴定了具有 5-羟甲基胞嘧啶(5hmC)表观遗传标记的无细胞游离 DNA(cfDNA)候选生物标志物,这些标志物能够在临床诊断前 36 个月检测出隐匿性结直肠癌(CRC)。

材料和方法

我们对来自 PLCO 研究参与者血浆样本中提取的≤8ngcfDNA 进行了 5hmC 印迹分析和测序,包括 n=201 例(在采血后 36 个月内诊断为 CRC)和 n=401 例对照(随访期间无癌症诊断)。我们进行了关联研究和机器学习建模,以分析在按 2:1 比例随机选择的训练和验证组中的全基因组 5hmC 图谱。

结果

我们成功地从这些数十年前的样本中获得了 5hmC 图谱。32 个 5hmC 修饰基因体的加权 Cox 模型显示,早在肿瘤诊断前 36 个月就可以对 CRC 进行预测性检测(训练组 AUC,77.1%[95%CI,72.2 至 81.9]和验证组 AUC,72.8%[95%CI,65.8 至 79.7])。值得注意的是,基于 5hmC 的预测模型无论性别和种族/民族如何,表现都相当,并且显著优于年龄和肥胖等危险因素(评估为 BMI)。最后,当按中位数加权预测评分对病例进行拆分时,生存分析表明,在训练组(风险比 [HR],3.3[95%CI,2.6 至 5.8])和验证组(HR,3.1[95%CI,1.8 至 5.8])中,CRC 发生的风险分层均具有统计学意义。

结论

候选 5hmC 生物标志物和评分算法具有预测 CRC 发生的潜力,尽管没有临床症状和有效的预测指标。开发一种检测 5hmC 修饰生物标志物的微创临床检测方法有望提高早期 CRC 的检测率,并最终改善患者的结局。

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