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

被引:2
|
作者
Grisolia, Piera [1 ,2 ,3 ]
Tufano, Rossella [4 ]
Iannarone, Clara [3 ]
De Falco, Antonio [4 ]
Carlino, Francesca [5 ,6 ]
Graziano, Cinzia [3 ]
Addeo, Raffaele [7 ]
Scrima, Marianna [3 ]
Caraglia, Francesco [5 ]
Ceccarelli, Anna [8 ]
Nuzzo, Pier Vitale [9 ]
Cossu, Alessia Maria [3 ,5 ]
Forte, Stefano [10 ]
Giuffrida, Raffaella [10 ]
Orditura, Michele [5 ]
Caraglia, Michele [3 ,5 ]
Ceccarelli, Michele [1 ,2 ]
机构
[1] Univ Miami, Miller Sch Med, Sylvester Comprehens Canc Ctr, Miami, FL 33136 USA
[2] Univ Miami, Miller Sch Med, Dept Publ Hlth Sci, Miami, FL 33136 USA
[3] IRGS, Lab Mol & Precis Oncol, Biogem, Ariano Irpino, Italy
[4] IRGS, Lab Computat Biol, Ariano Irpino, Italy
[5] Univ Campania Luigi Vanvitelli, Dept Precis Med, Via L De Crecchio 7, I-80138 Naples, Italy
[6] ASL Caserta, San Felice A Cancello Hosp, Oncol Unit, Sanfelice A Cancello, Italy
[7] ASL Napoli 2 Nord, S Giovanni di Dio Hosp, Oncol Unit, Frattamaggiore, Italy
[8] Univ Cattolica Sacro Cuore, Med Oncol, I-00168 Rome, RM, Italy
[9] Weill Cornell Med, Dept Pathol & Lab Med, New York, NY 10065 USA
[10] IOM Ric, Viagrande, Italy
基金
美国国家卫生研究院;
关键词
Breast cancer; Cell-free DNA; DMRs; cfMeDIP-seq; BRCA1; BRCA2; ATR; INFERENCE; DAMAGE;
D O I
10.1186/s12967-024-05734-2
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
BackgroundRecent 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.MethodsWe 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.ResultsWe 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%.ConclusionsOur 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.
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页数:12
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