Sylvester Comprehensive Cancer Center and Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA.
Laboratory of Molecular and Precision Oncology, Biogem, IRGS, Ariano Irpino, Italy.
J Transl Med. 2024 Oct 15;22(1):938. doi: 10.1186/s12967-024-05734-2.
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.
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.
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%.
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.
最近的研究强调了细胞游离 DNA(cfDNA)甲基化谱在检测乳腺癌(BC)及其不同亚型中的重要性。我们研究了使用游离甲基化 DNA 免疫沉淀和高通量测序(cfMeDIP-seq)的血浆 cfDNA 甲基化是否可用于表征具有 BRCA1/2 种系突变的乳腺癌患者,以便进行早期癌症检测和对治疗的反应。
我们招募了 23 名携带 BRCA1 和 BRCA2 基因突变的 BC 患者、19 名无 BRCA1/2 突变的健康对照者和 2 名携带 BRCA1/2 突变的健康个体。所有研究对象在诊断时均采集血样,并通过离心分离血浆。从 1ml 血浆中提取游离 DNA,并对每个样本进行 cfMeDIP-seq。对免疫沉淀的样本进行浅层全基因组测序。然后,在 25 名 BRCA 种系突变携带者和 19 名非携带者之间鉴定出差异甲基化的 300bp 区域(DMR)。将 DMR 与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两个统计分类器,以评估鉴定出的 DMR 是否可区分 BRCA 阳性和健康样本。
与 19 名对照者相比,在 25 名 BRCA 种系突变携带者中鉴定出 7095 个高甲基化和 212 个低甲基化区域。这些区域以高准确性和敏感性区分肿瘤与健康样本。我们表明,BRCA1/2 突变乳腺癌的循环肿瘤 DNA 特征是 DNA 修复和细胞周期相关基因的低甲基化。我们揭示了与这些 DRM 相关的 TF,并确定了 ETS 家族的蛋白质在高甲基化区域中特别活跃。最后,我们评估了这些区域可以以 0.95 的 AUC、88%的敏感性和 94.74%的特异性区分 BRCA 阳性和健康样本。
我们的研究强调了 BC 中肿瘤细胞衍生的 DNA 甲基化的重要性,报告了携带 BRCA1、BRCA2 突变和野生型对照者之间不同的甲基化谱。我们的微创方法可以实现早期癌症诊断、微小残留疾病评估和治疗反应监测。