ArticleBreast cancer research : BCR2014
The dynamic range of circulating tumor DNA in metastatic breast cancer.
Article in Breast cancer research : BCR, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers.
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Who cites it
70 citing papers in PubMed, 134 citations in OpenAlex.
- Early versus deferred use of CDK4/6 inhibitors in advanced breast cancer: circulating tumor DNA analysis of a randomized phase 3 trial.Nature medicine · 2025Trial
- Towards liquid biopsy-based analysis of antitumour immunity.Nature reviews. Clinical oncology · 2026Review
- Integrated longitudinal analysis of ctDNA, radiologic response, and tumor volume reveals spatial and temporal heterogeneity in advanced melanoma.Journal of translational medicine · 2026Article
- The Current Landscape of Metastatic Breast Cancer: A Pathology Guide on Emerging Biomarkers.Cancers · 2026Review
- Analytical Techniques as Indicators of Biomarkers in Proteomics Cancer Diagnosis.Anti-cancer agents in medicinal chemistry · 2026Review
- Circulating tumor cells: Blood-based detection, molecular biology, and clinical applications.Cancer cell · 2025Review
- Cross-Sectional Analysis of Metabolic Tumor Burden Detected by F-18 FDG PET/CT and Circulating Tumor DNA in Advanced Breast Cancer.Cancer medicine · 2025Article
- Circulating tumour DNA as a promising biomarker for breast cancer diagnosis & treatment monitoring.The Indian journal of medical research · 2025Review
- Circulating DNA tumor fraction as a biomarker for advanced breast cancer.Frontiers in oncology · 2025Review
- Evolving Management of Breast Cancer in the Era of Predictive Biomarkers and Precision Medicine.Journal of personalized medicine · 2024Review
- Circulating tumor cells and circulating tumor DNA in breast cancer diagnosis and monitoring.Oncology research · 2023Review
- The gate to metastasis: key players in cancer cell intravasation.The FEBS journal · 2022Review
- Heterogeneity and tumor evolution reflected in liquid biopsy in metastatic breast cancer patients: a review.Cancer metastasis reviews · 2022Review
- Current and Future Clinical Applications of ctDNA in Immuno-Oncology.Cancer research · 2022Review
- Monitoring and adapting cancer treatment using circulating tumor DNA kinetics: Current research, opportunities, and challenges.Science advances · 2022Review
- Role of ctDNA in Breast Cancer.Cancers · 2022Review
- Role of circulating tumor DNA and circulating tumor cells in breast cancer: History and updates.SAGE open medicine · 2022Review
- Whole-genome sequencing of single circulating tumor cells from neuroendocrine neoplasms.Endocrine-related cancer · 2021Article
- cfDNA Sequencing: Technological Approaches and Bioinformatic Issues.Pharmaceuticals (Basel, Switzerland) · 2021Review
- Modeling clonal structure over narrow time frames via circulating tumor DNA in metastatic breast cancer.Genome medicine · 2021Article
10 more citing papers are in PubMed but not listed here.
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Authors and funding
14 authors at 3 institutions in 2 countries.
Funding
Abstract
introductionThe management of metastatic breast cancer needs improvement. As clinical evaluation is not very accurate in determining the progression of disease, the analysis of circulating tumor DNA (ctDNA) has evolved to a promising noninvasive marker of disease evolution. Indeed, ctDNA was reported to represent a highly sensitive biomarker of metastatic cancer disease directly reflecting tumor burden and dynamics. However, at present little is known about the dynamic range of ctDNA in patients with metastatic breast cancer.
methodsIn this study, 74 plasma DNA samples from 58 patients with metastasized breast cancer were analyzed with a microfluidic device to determine the plasma DNA size distribution and copy number changes in the plasma were identified by whole-genome sequencing (plasma-Seq). Furthermore, in an index patient we conducted whole-genome, exome, or targeted deep sequencing of the primary tumor, metastases, and circulating tumor cells (CTCs). Deep sequencing was done to accurately determine the allele fraction (AFs) of mutated DNA fragments.
resultsAlthough all patients had metastatic disease, plasma analyses demonstrated highly variable AFs of mutant fragments. We analyzed an index patient with more than 100,000 CTCs in detail. We first conducted whole-genome, exome, or targeted deep sequencing of four different regions from the primary tumor and three metastatic lymph node regions, which enabled us to establish the phylogenetic relationships of these lesions, which were consistent with a genetically homogeneous cancer. Subsequent analyses of 551 CTCs confirmed the genetically homogeneous cancer in three serial blood analyses. However, the AFs of ctDNA were only 2% to 3% in each analysis, neither reflecting the tumor burden nor the dynamics of this progressive disease. These results together with high-resolution plasma DNA fragment sizing suggested that differences in phagocytosis and DNA degradation mechanisms likely explain the variable occurrence of mutated DNA fragments in the blood of patients with cancer.
conclusionsThe dynamic range of ctDNA varies substantially in patients with metastatic breast cancer. This has important implications for the use of ctDNA as a predictive and prognostic biomarker.
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