Differential methylation of circulating free DNA assessed through cfMeDiP as a new tool for breast cancer diagnosis and detection of BRCA1/2 mutation.

IF 5.3 2区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Piera Grisolia, Rossella Tufano, Clara Iannarone, Antonio De Falco, Francesca Carlino, Cinzia Graziano, Raffaele Addeo, Marianna Scrima, Francesco Caraglia, Anna Ceccarelli, Pier Vitale Nuzzo, Alessia Maria Cossu, Stefano Forte, Raffaella Giuffrida, Michele Orditura, Michele Caraglia, Michele Ceccarelli
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引用次数: 0

Abstract

Background: Recent studies have highlighted the importance of the cell-free DNA (cfDNA) methylation profile in detecting breast cancer (BC) and its different subtypes. We investigated whether plasma cfDNA methylation, using cell-free Methylated DNA Immunoprecipitation and High-Throughput Sequencing (cfMeDIP-seq), may be informative in characterizing breast cancer in patients with BRCA1/2 germline mutations for early cancer detection and response to therapy.

Methods: We enrolled 23 BC patients with germline mutation of BRCA1 and BRCA2 genes, 19 healthy controls without BRCA1/2 mutation, and two healthy individuals who carried BRCA1/2 mutations. Blood samples were collected for all study subjects at the diagnosis, and plasma was isolated by centrifugation. Cell-free DNA was extracted from 1 mL of plasma, and cfMeDIP-seq was performed for each sample. Shallow whole genome sequencing was performed on the immuno-precipitated samples. Then, the differentially methylated 300-bp regions (DMRs) between 25 BRCA germline mutation carriers and 19 non-carriers were identified. DMRs were compared with tumor-specific regions from public datasets to perform an unbiased analysis. Finally, two statistical classifiers were trained based on the GLMnet and random forest model to evaluate if the identified DMRs could discriminate BRCA-positive from healthy samples.

Results: We identified 7,095 hypermethylated and 212 hypomethylated regions in 25 BRCA germline mutation carriers compared to 19 controls. These regions discriminate tumors from healthy samples with high accuracy and sensitivity. We show that the circulating tumor DNA of BRCA1/2 mutant breast cancers is characterized by the hypomethylation of genes involved in DNA repair and cell cycle. We uncovered the TFs associated with these DRMs and identified that proteins of the Erythroblast Transformation Specific (ETS) family are particularly active in the hypermethylated regions. Finally, we assessed that these regions could discriminate between BRCA positives from healthy samples with an AUC of 0.95, a sensitivity of 88%, and a specificity of 94.74%.

Conclusions: Our study emphasizes the importance of tumor cell-derived DNA methylation in BC, reporting a different methylation profile between patients carrying mutations in BRCA1, BRCA2, and wild-type controls. Our minimally invasive approach could allow early cancer diagnosis, assessment of minimal residual disease, and monitoring of response to therapy.

通过 cfMeDiP 评估循环游离 DNA 的差异甲基化,作为诊断乳腺癌和检测 BRCA1/2 基因突变的新工具。
背景:最近的研究强调了无细胞DNA(cfDNA)甲基化谱在检测乳腺癌(BC)及其不同亚型中的重要性。我们利用无细胞甲基化DNA免疫沉淀和高通量测序技术(cfMeDIP-seq)研究了血浆cfDNA甲基化是否能为BRCA1/2种系突变患者的乳腺癌特征描述提供信息,以用于早期癌症检测和治疗反应:我们招募了 23 名 BRCA1 和 BRCA2 基因种系突变的 BC 患者、19 名没有 BRCA1/2 基因突变的健康对照者和两名携带 BRCA1/2 基因突变的健康人。所有研究对象都在确诊时采集了血样,并通过离心分离出血浆。从 1 毫升血浆中提取无细胞 DNA,并对每个样本进行 cfMeDIP-seq 测序。对免疫沉淀样本进行浅层全基因组测序。然后,确定了 25 个 BRCA 基因突变携带者和 19 个非携带者之间不同的 300-bp 甲基化区域(DMR)。将 DMR 与来自公共数据集的肿瘤特异性区域进行比较,以进行无偏分析。最后,基于 GLMnet 和随机森林模型训练了两种统计分类器,以评估所鉴定的 DMR 是否能区分 BRCA 阳性样本和健康样本:与 19 例对照组相比,我们在 25 例 BRCA 基因突变携带者中发现了 7,095 个高甲基化区域和 212 个低甲基化区域。这些区域能准确、灵敏地区分肿瘤和健康样本。我们发现,BRCA1/2 基因突变乳腺癌的循环肿瘤 DNA 的特点是 DNA 修复和细胞周期相关基因的低甲基化。我们发现了与这些DRMs相关的TFs,并发现红细胞转化特异性(ETS)家族的蛋白质在低甲基化区域特别活跃。最后,我们评估发现,这些区域可以区分 BRCA 阳性样本和健康样本,AUC 为 0.95,灵敏度为 88%,特异度为 94.74%:我们的研究强调了肿瘤细胞衍生的DNA甲基化在BC中的重要性,报告了携带BRCA1、BRCA2突变的患者与野生型对照组之间不同的甲基化特征。我们的微创方法可用于早期癌症诊断、评估微小残留病和监测治疗反应。
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来源期刊
CiteScore
8.30
自引率
3.40%
发文量
1601
期刊介绍: ACS Applied Nano Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics and biology relevant to applications of nanomaterials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important applications of nanomaterials.
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