DNA甲基化
表观遗传学
结直肠癌
癌症研究
甲基化
自然杀伤细胞
免疫疗法
癌症
生物
细胞
DNA
免疫学
基因
细胞毒性T细胞
遗传学
基因表达
体外
作者
Deeptha Ishwar,Krishnan Venkatakrishnan,Bo Tan,Rupa Haldavnekar
出处
期刊:Nano Letters
[American Chemical Society]
日期:2023-05-03
卷期号:23 (10): 4142-4151
被引量:8
标识
DOI:10.1021/acs.nanolett.2c04914
摘要
Natural killer (NK) cells undergo multiple DNA genomic alterations, especially methylation-based modifications that affect activation and function. Several epigenetic modifier markers have been targeted for immunotherapy to date, but the possibility of cancer diagnosis using NK cell's DNA has been overlooked. Here, we investigated the potential use of NK cell DNA genome modifications as markers for the diagnosis of colorectal cancer (CRC) and validated their efficacy in CRC patients. Using Raman spectroscopy as the detection methodology, we identified CRC-specific methylation signatures by comparing CRC-interacted NK cells to healthy circulating NK cells. Subsequently, we identified methylation-dependent alterations in these NK cell populations. These markers were then utilized by a machine learning algorithm to develop a diagnostic model with predictive capabilities. The diagnostic prediction model accurately differentiated CRC patients from normal controls. Our findings demonstrated the utility of NK DNA markers in the diagnosis of CRC.
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