Suppr超能文献

超短细胞游离 DNA 片段增强了一种结合突变、蛋白质和片段组学的多分析物血液检测的癌症早期检测能力。

Ultra-short cell-free DNA fragments enhance cancer early detection in a multi-analyte blood test combining mutation, protein and fragmentomics.

机构信息

Gynecological Oncology Department, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, P.R. China.

Zhejiang Provincial Key Laboratory of Precision Diagnosis and Therapy for Major Gynecological Diseases, Women's Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P.R. China.

出版信息

Clin Chem Lab Med. 2023 Sep 8;62(1):168-177. doi: 10.1515/cclm-2023-0541. Print 2024 Jan 26.

Abstract

OBJECTIVES

Cancer morbidity and mortality can be reduced if the cancer is detected early. Cell-free DNA (cfDNA) fragmentomics emerged as a novel epigenetic biomarker for early cancer detection, however, it is still at its infancy and requires technical improvement. We sought to apply a single-strand DNA sequencing technology, for measuring genetic and fragmentomic features of cfDNA and evaluate the performance in detecting multiple cancers.

METHODS

Blood samples of 364 patients from six cancer types (colorectal, esophageal, gastric, liver, lung, and ovarian cancers) and 675 healthy individuals were included in this study. Circulating tumor DNA mutations, cfDNA fragmentomic features and a set of protein biomarkers were assayed. Sensitivity and specificity were reported by cancer types and stages.

RESULTS

Circular Ligation Amplification and sequencing (CLAmp-seq), a single-strand DNA sequencing technology, yielded a population of ultra-short fragments (<100 bp) than double-strand DNA preparation protocols and reveals a more significant size difference between cancer and healthy cfDNA fragments (25.84 bp vs. 16.05 bp). Analysis of the subnucleosomal peaks in ultra-short cfDNA fragments indicates that these peaks are regulatory element "footprints" and correlates with gene expression and cancer stages. At 98 % specificity, a prediction model using ctDNA mutations alone showed an overall sensitivity of 46 %; sensitivity reaches 60 % when protein is added, sensitivity further increases to 66 % when fragmentomics is also integrated. More improvements observed for samples representing earlier cancer stages than later ones.

CONCLUSIONS

These results suggest synergistic properties of protein, genetic and fragmentomics features in the identification of early-stage cancers.

摘要

目的

如果癌症能够早期发现,其发病率和死亡率便可降低。游离 DNA(cfDNA)片段组学作为一种新兴的表观遗传生物标志物,可用于早期癌症检测,但该技术仍处于起步阶段,需要进一步改进。本研究旨在应用单链 DNA 测序技术,检测 cfDNA 的遗传和片段组学特征,并评估其用于检测多种癌症的性能。

方法

本研究纳入了来自六种癌症(结直肠癌、食管癌、胃癌、肝癌、肺癌和卵巢癌)的 364 名患者和 675 名健康个体的血液样本。检测了循环肿瘤 DNA 突变、cfDNA 片段组学特征和一组蛋白质生物标志物。按癌症类型和分期报告了敏感性和特异性。

结果

单链 DNA 测序技术——环状连接扩增和测序(CLAmp-seq)产生的超短片段群(<100 bp),比双链 DNA 制备方案产生的片段群更短,并且癌症和健康 cfDNA 片段之间的大小差异更显著(25.84 bp 比 16.05 bp)。对超短 cfDNA 片段中的亚核小体峰进行分析表明,这些峰是调控元件的“足迹”,与基因表达和癌症分期相关。在 98%特异性的条件下,单独使用 ctDNA 突变的预测模型总体敏感性为 46%;当加入蛋白质时,敏感性达到 60%,当整合片段组学特征时,敏感性进一步提高到 66%。在代表早期癌症阶段的样本中观察到了更多的改进,而在代表晚期癌症阶段的样本中则没有。

结论

这些结果表明蛋白质、遗传和片段组学特征在识别早期癌症方面具有协同作用。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验