ArticleBreast cancer research : BCR2016
Circulating cell-free DNA-based epigenetic assay can detect early breast cancer.
Article in Breast cancer research : BCR, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04163159 (Genetic Markers of Circulating Tumor DNA for Monitoring Breast Cancer in Patients of the Hospital San Juan de Dios From 2018 to 2020.), which is not on this map. Cited by 69 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Genetic Markers of Circulating Tumor DNA for Monitoring Breast Cancer in Patients of the Hospital San Juan de Dios From 2018 to 2020.
Who cites it
69 citing papers in PubMed.
- Next-Generation Sequencing Panel Analysis of Clinically Relevant Mutations in Circulating Cell-Free DNA from Patients with Gestational Trophoblastic Neoplasia: A Pilot Study.BioMed research international · 2020Trial
- RUNX1-Driven CPXM1 Transcription Promotes Malignant Phenotypes and EMT in Gastric Cancer Cells.Cancer science · 2026Article
- USP44, ZNF454, and GPRC5B ctDNA Methylation Markers in Breast Cancer: Limited Clinical Relevance for Disease Monitoring and Tumor Characteristics.Asia-Pacific journal of clinical oncology · 2026Article
- Review: Detection of Cancer Biomarkers from a Clinical Perspective.International journal of molecular sciences · 2025Review
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- FTO-mediated the destabilization of RASGRF1 mRNA impedes thyroid cancer progression and suppresses macrophage M2 polarization.Cell biology and toxicology · 2025Article
- Unlocking the Potential of Liquid Biopsy: A Paradigm Shift in Endometrial Cancer Care.Diagnostics (Basel, Switzerland) · 2025Review
- Discovery and validation of cell-free DNA methylation markers for specific diagnosis, differentiation from benign tumors, and prognosis of breast cancer.Breast cancer research : BCR · 2025Article
- Impact of the 294 bp SINE Insertion in 5'UTR of theAnimals : an open access journal from MDPI · 2025Article
- Circulating Cell-Free DNA as an Epigenetic Biomarker for Early Diabetic Retinopathy: A Narrative Review.Diagnostics (Basel, Switzerland) · 2025Review
- Epigenetic and biogenetic regulation by polyphenols in prostate cancer in the context of 3P medicine.The EPMA journal · 2025Review
- Article
- Methods in DNA methylation array dataset analysis: A review.Computational and structural biotechnology journal · 2024Review
- An Investigation into Cell-Free DNA in Different Common Cancers.Molecular biotechnology · 2024Review
- Multiplex digital profiling of DNA methylation heterogeneity for sensitive and cost-effective cancer detection in low-volume liquid biopsies.Science advances · 2024Article
- Article
- Advancements in the clinical application of gene methylation for early cancer detection.Frontiers in epigenetics and epigenomics · 2024Review
- Article
- Breast cancer in young Indian women: factors, challenges in screening, and upcoming diagnostics.Journal of cancer research and clinical oncology · 2023Review
- Circulating Biomarkers Associated with the Diagnosis and Prognosis of B-Cell Progenitor Acute Lymphoblastic Leukemia.Cancers · 2023Review
9 more citing papers are in PubMed but not listed here.
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9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCirculating cell-free DNA (cfDNA) has recently been recognized as a resource for biomarkers of cancer progression, treatment response, and drug resistance. However, few have demonstrated the usefulness of cfDNA for early detection of cancer. Although aberrant DNA methylation in cfDNA has been reported for more than a decade, its diagnostic accuracy remains unsatisfactory for cancer screening. Thus, the aim of the present study was to develop a highly sensitive cfDNA-based system for detection of primary breast cancer (BC) using epigenetic biomarkers and digital PCR technology.
methodsArray-based genome-wide DNA methylation analysis was performed using 56 microdissected breast tissue specimens, 34 cell lines, and 29 blood samples from healthy volunteers (HVs). Epigenetic markers for BC detection were selected, and a droplet digital methylation-specific PCR (ddMSP) panel with the selected markers was established. The detection model was constructed by support vector machine and evaluated using cfDNA samples.
resultsThe methylation array analysis identified 12 novel epigenetic markers (JAK3, RASGRF1, CPXM1, SHF, DNM3, CAV2, HOXA10, B3GNT5, ST3GAL6, DACH1, P2RX3, and chr8:23572595) for detecting BC. We also selected four internal control markers (CREM, GLYATL3, ELMOD3, and KLF9) that were identified as infrequently altered genes using a public database. A ddMSP panel using these 16 markers was developed and detection models were constructed with a training dataset containing cfDNA samples from 80 HVs and 87 cancer patients. The best detection model adopted four methylation markers (RASGRF1, CPXM1, HOXA10, and DACH1) and two parameters (cfDNA concentration and the mean of 12 methylation markers), and, and was validated in an independent dataset of 53 HVs and 58 BC patients. The area under the receiver operating characteristic curve for cancer-normal discrimination was 0.916 and 0.876 in the training and validation dataset, respectively. The sensitivity and the specificity of the model was 0.862 (stages 0-I 0.846, IIA 0.862, IIB-III 0.818, metastatic BC 0.935) and 0.827, respectively.
conclusionOur epigenetic-marker-based system distinguished BC patients from HVs with high accuracy. As detection of early BC using this system was comparable with that of mammography screening, this system would be beneficial as an optional method of screening for BC.
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