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Circulating tumor DNA and magnetic resonance imaging to predict neoadjuvant chemotherapy response and recurrence risk
- Source :
- npj Breast Cancer, Vol 7, Iss 1, Pp 1-8 (2021), NPJ Breast Cancer, NPJ breast cancer, vol 7, iss 1
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- We investigated whether serial measurements of circulating tumor DNA (ctDNA) and functional tumor volume (FTV) by magnetic resonance imaging (MRI) can be combined to improve prediction of pathologic complete response (pCR) and estimation of recurrence risk in early breast cancer patients treated with neoadjuvant chemotherapy (NAC). We examined correlations between ctDNA and FTV, evaluated the additive value of ctDNA to FTV-based predictors of pCR using area under the curve (AUC) analysis, and analyzed the impact of FTV and ctDNA on distant recurrence-free survival (DRFS) using Cox regressions. The levels of ctDNA (mean tumor molecules/mL plasma) were significantly correlated with FTV at all time points (p p p = 0.25). In contrast, ctDNA-positivity after NAC provided significant additive value to FTV in identifying patients with increased risk of metastatic recurrence and death (p = 0.004). In this pilot study, we demonstrate that ctDNA and FTV were correlated measures of tumor burden. Our preliminary findings based on a limited cohort suggest that ctDNA at surgery improves FTV as a predictor of metastatic recurrence and death. Validation in larger studies is warranted.
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
medicine.medical_treatment
Predictive markers
Article
Recurrence risk
Tumour biomarkers
Prognostic markers
03 medical and health sciences
0302 clinical medicine
Text mining
Clinical Research
Internal medicine
Breast Cancer
medicine
Pharmacology (medical)
Radiology, Nuclear Medicine and imaging
RC254-282
Cancer
screening and diagnosis
Chemotherapy
medicine.diagnostic_test
business.industry
Area under the curve
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Magnetic resonance imaging
4.1 Discovery and preclinical testing of markers and technologies
Detection
Good Health and Well Being
030104 developmental biology
Circulating tumor DNA
030220 oncology & carcinogenesis
Cohort
Cancer imaging
business
Chemotherapy response
Subjects
Details
- ISSN :
- 23744677
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- npj Breast Cancer
- Accession number :
- edsair.doi.dedup.....00d5d1c999add61ed954bed7a638c7dc
- Full Text :
- https://doi.org/10.1038/s41523-021-00239-3