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游离 DNA 中的基因组低甲基化可预测肺癌和乳腺癌对检查点阻断的反应。

Genomic hypomethylation in cell-free DNA predicts responses to checkpoint blockade in lung and breast cancer.

机构信息

Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea.

Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Seoul, Republic of Korea.

出版信息

Sci Rep. 2023 Dec 18;13(1):22482. doi: 10.1038/s41598-023-49639-4.

DOI:10.1038/s41598-023-49639-4
PMID:38110532
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10728099/
Abstract

Genomic hypomethylation has recently been identified as a determinant of therapeutic responses to immune checkpoint blockade (ICB). However, it remains unclear whether this approach can be applied to cell-free DNA (cfDNA) and whether it can address the issue of low tumor purity encountered in tissue-based methylation profiling. In this study, we developed an assay named iMethyl, designed to estimate the genomic hypomethylation status from cfDNA. This was achieved through deep targeted sequencing of young LINE-1 elements with > 400,000 reads per sample. iMethyl was applied to a total of 653 ICB samples encompassing lung cancer (cfDNA n = 167; tissue n = 137; cfDNA early during treatment n = 40), breast cancer (cfDNA n = 91; tissue n = 50; PBMC n = 50; cfDNA at progression n = 44), and ovarian cancer (tissue n = 74). iMethyl-liquid predicted ICB responses accurately regardless of the tumor purity of tissue samples. iMethyl-liquid was also able to monitor therapeutic responses early during treatment (3 or 6 weeks after initiation of ICB) and detect progressive hypomethylation accompanying tumor progression. iMethyl-tissue had better predictive power than tumor mutation burden and PD-L1 expression. In conclusion, our iMethyl-liquid method allows for reliable noninvasive prediction, early evaluation, and monitoring of clinical responses to ICB therapy.

摘要

基因组低甲基化最近被确定为免疫检查点阻断 (ICB) 治疗反应的决定因素。然而,目前尚不清楚这种方法是否适用于游离细胞 DNA (cfDNA),以及它是否可以解决组织甲基化分析中遇到的低肿瘤纯度问题。在这项研究中,我们开发了一种名为 iMethyl 的检测方法,用于从 cfDNA 中估计基因组低甲基化状态。这是通过对每个样本超过 400,000 个reads 的年轻 LINE-1 元件进行深度靶向测序来实现的。iMethyl 总共应用于 653 个 ICB 样本,包括肺癌 (cfDNA n = 167; 组织 n = 137; cfDNA 治疗早期 n = 40)、乳腺癌 (cfDNA n = 91; 组织 n = 50; PBMC n = 50; cfDNA 进展时 n = 44) 和卵巢癌 (组织 n = 74)。无论组织样本的肿瘤纯度如何,iMethyl-liquid 都能准确预测 ICB 反应。iMethyl-liquid 还能够在治疗早期 (ICB 开始后 3 或 6 周) 监测治疗反应,并检测伴随肿瘤进展的进行性低甲基化。iMethyl-tissue 比肿瘤突变负担和 PD-L1 表达具有更好的预测能力。总之,我们的 iMethyl-liquid 方法允许对 ICB 治疗的临床反应进行可靠的非侵入性预测、早期评估和监测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/7ca009c771cd/41598_2023_49639_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/056e1758bde5/41598_2023_49639_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/38c6bc5a5e2a/41598_2023_49639_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/5a6ed6e3fb51/41598_2023_49639_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/5def23f3c8b6/41598_2023_49639_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/fe56e0711bc0/41598_2023_49639_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/7ca009c771cd/41598_2023_49639_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/056e1758bde5/41598_2023_49639_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/38c6bc5a5e2a/41598_2023_49639_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/5a6ed6e3fb51/41598_2023_49639_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/5def23f3c8b6/41598_2023_49639_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/fe56e0711bc0/41598_2023_49639_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6209/10728099/7ca009c771cd/41598_2023_49639_Fig6_HTML.jpg

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