ArticleFrontiers in oncology2021
Circulating Tumor DNA as a Predictive Marker of Recurrence for Patients With Stage II-III Breast Cancer Treated With Neoadjuvant Therapy.
Article in Frontiers in oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06087120 (Investigate the Prognostic and Predictive Value of Circulating Tumor DNA), which is not on this map. Cited by 27 papers, 4 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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.
Investigate the Prognostic and Predictive Value of Circulating Tumor DNA (ctDNA) During Neoadjuvant Chemotherapy for Breast Cancer.
Who cites it
27 citing papers in PubMed, 4 syntheses or guidelines pooled it, 40 citations in OpenAlex.
- Prognostic significance of circulating tumor DNA in early breast cancer: a systematic review and meta-analysis.Breast cancer research and treatment · 2026Pooled it
- Role of circulating tumor DNA in early-stage triple-negative breast cancer: a systematic review and meta-analysis.Breast cancer research : BCR · 2025Pooled it
- Circulating Tumor DNA and Survival in Metastatic Breast Cancer: A Systematic Review and Meta-Analysis.JAMA network open · 2024Pooled it
- Association of ctDNA detection and recurrence assessment in patients with neoadjuvant treatment.Cancer medicine · 2023Pooled it
- Personalized whole-genome-based ctDNA dynamics during neoadjuvant therapy across breast cancer subtypes: results from MONITOR-Breast.Future oncology (London, England) · 2026Observational
- Machine learning-based identification of high-risk triple-negative breast cancer patients despite pathological complete response after neoadjuvant chemotherapy.NPJ breast cancer · 2026Article
- Long-term prognostic value of ctDNA in early breast cancer: insights from the neoadjuvant ABCSG-34 Trial.NPJ breast cancer · 2026Article
- Microfluidic approaches for liquid biopsy in glioblastoma: Insights into diagnostic and follow-up strategies.Bioengineering & translational medicine · 2026Review
- Circulating tumor DNA in neoadjuvant therapy for solid tumors.Frontiers in oncology · 2026Review
- ctDNA Detected after Neoadjuvant Therapy for HER2-Positive Breast Cancer Is Associated with Inferior Outcomes and May Inform Adjuvant Therapy.Cancer research communications · 2026Article
- From residual risk to precision intervention: the evolving role of minimal residual disease in breast cancer management.Cancer biology & medicine · 2025Review
- Prognostic Value of Circulating Tumor DNA in HR+/HER2- Stage I-III Breast Cancer: A Systematic Review.Cancers · 2025Review
- Circulating tumor DNA to monitor treatment response in solid tumors and advance precision oncology.NPJ precision oncology · 2025Review
- Use of ctDNA in early breast cancer: analytical validity and clinical potential.NPJ breast cancer · 2024Review
- Personalized circulating tumor DNA response to local radiotherapy in a patient with an early lobular breast cancer: A case report.Oncology letters · 2024Article
- The prognostic role of circulating tumor DNA across breast cancer molecular subtypes: A systematic review and meta-analysis.Journal of the National Cancer Center · 2024Article
- Circulating tumor DNA as prognostic markers of relapsed breast cancer: a systematic review and meta-analysis.Journal of the National Cancer Center · 2024Article
- Circulating Tumor DNA Is a Variant of Liquid Biopsy with Predictive and Prognostic Clinical Value in Breast Cancer Patients.International journal of molecular sciences · 2023Review
- Article
- Diverse genetic spectrum among patients who met the criteria of hereditary breast, ovarian and pancreatic cancer syndrome.Journal of gynecologic oncology · 2023Article
Corrections and comments
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Authors and funding
12 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPatients with stage II to III breast cancer have a high recurrence rate. The early detection of recurrent breast cancer remains a major unmet need. Circulating tumor DNA (ctDNA) has been proven to be a marker of disease progression in metastatic breast cancer. We aimed to evaluate the prognostic value of ctDNA in the setting of neoadjuvant therapy (NAT).
methodsPlasma was sampled at the initial diagnosis (defined as before NAT) and after breast surgery and neoadjuvant therapy(defined as after NAT). We extracted ctDNA from the plasma and performed deep sequencing of a target gene panel. ctDNA positivity was marked by the detection of alterations, such as mutations and copy number variations.
resultsA total of 95 patients were enrolled in this study; 60 patients exhibited ctDNA positivity before NAT, and 31 patients exhibited ctDNA positivity after NAT. A pathologic complete response (pCR) was observed in 13 patients, including one ER(+)Her2(-) patient, six Her2(+) patients and six triple-negative breast cancer (TNBC) patients. Among the entire cohort, multivariate analysis showed that N3 classification and ctDNA positivity after NAT were independent risk factors that predicted recurrence (N3, hazard ratio (HR) 3.34, 95% confidence interval (CI) 1.26 - 8.87, p = 0.016; ctDNA, HR 4.29, 95% CI 2.06 - 8.92, p < 0.0001). The presence of ctDNA before NAT did not affect the rate of recurrence-free survival. For patients with Her2(+) or TNBC, patients who did not achieve pCR were associated with a trend of higher recurrence (p = 0.105). Advanced nodal status and ctDNA positivity after NAT were significant risk factors for recurrence (N2 - 3, HR 3.753, 95% CI 1.146 - 12.297, p = 0.029; ctDNA, HR 3.123, 95% CI 1.139 - 8.564, p = 0.027). Two patients who achieved pCR had ctDNA positivity after NAT; one TNBC patient had hepatic metastases six months after surgery, and one Her2(+) breast cancer patient had brain metastasis 13 months after surgery.
conclusionsThis study suggested that the presence of ctDNA after NAT is a robust marker for predicting relapse in stage II to III breast cancer patients.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.