Evidence map›Paper›PMID 42161983›Full record

ArticleNPJ breast cancer2026

Dual ctDNA and CTCs analysis for minimal residual disease detection and relapse monitoring in early-stage breast cancer.

Jesús Velasco-Suelto, María Elena Quirós-Ortega, Javier Pascual, Ana Godoy-Ortiz, Alfonso Alba-Bernal, Esperanza López-López, María Emilia Domínguez-Recio, Begoña Jiménez-Rodríguez, Jesús Peralta-Linero, Estefanía Bellagarza-García and 9 more

Abstract read
In one paragraph

Article in NPJ breast cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Jesús Velasco-Suelto *Departamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
María Elena Quirós-Ortega *Departamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Javier PascualDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Ana Godoy-OrtizDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Alfonso Alba-BernalDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Esperanza López-LópezDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
María Emilia Domínguez-RecioDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Begoña Jiménez-RodríguezDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Jesús Peralta-LineroDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Estefanía Bellagarza-GarcíaDepartamento de oncología médica, Hospital Universitario Regional de Malaga, Malaga, Spain.
Laura Troyano-RamosDepartamento de oncología médica, Hospital Universitario Regional de Malaga, Malaga, Spain.
Guadalupe Garrido-RuizDepartamento de radiología, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
M Isabel Hierro-MartínInstituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Malaga, Spain.
María Victoria OrtegaUnidad de Gestión Clínica Provincial de Anatomía Patológica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Alicia Garrido-ArandaDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Rocío Lavado-ValenzuelaDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Martina ÁlvarezInstituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Malaga, Spain.
Emilio AlbaDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain. ealbac@uma.es.ORCID http://orcid.org/0000-0002-3364-2603
Iñaki Comino-MéndezDepartamento de oncología médica, Hospital Universitario Virgen de la Victoria, Malaga, Spain. inaki.comino@ibima.eu.ORCID http://orcid.org/0000-0003-1926-9432

Funding

Consejería de Salud y Familias, Junta de Andalucía PI-0291-2019Consejería de Transformación Económica, Industria, Conocimiento y Universidades P20_01314Fundación Científica Asociación Española Contra el Cáncer Postdoctoral FellowshipProyectos Grupos PAIDI de Investigación - Universidad de Málaga CTS650
6 · The paper itself

Abstract

Early detection of minimal residual disease (MRD) by liquid biopsy could enable earlier relapse identification in early-stage breast cancer (BC), but most approaches are single-analyte. We prospectively studied 58 patients with early-stage BC, including HR+/HER2-, triple-negative, and HER2+ subtypes, treated with neoadjuvant chemotherapy or primary surgery plus adjuvant therapy. Patient-specific droplet digital PCR assays were designed for both ctDNA and CTCs analysis, with one truncal tumour mutation tracked per patient for detection in both analytes, in serial high-volume blood samples collected at diagnosis before treatment, approximately 1 month after surgery, and at 6-month intervals during follow-up in patients at high risk of relapse. We developed a composite Liquid biopsy Minimal Residual Disease (L-MRD) score integrating six clinical and molecular variables. At baseline (pre-treatment), ctDNA and/or CTCs were detected in 67.2% of patients and remained positive post-surgery in 53.6%. During follow-up, MRD detection anticipated all relapses (100% sensitivity; median lead time 27.95 months) and the L-MRD score stratified 5-year recurrence risk (2.2% vs 41.6%; HR = 6.6; P = 0.04) with strong performance (AUC = 0.891; NPV = 97.8%). This dual-analyte, longitudinal MRD strategy improves relapse prediction and supports further research regarding the clinical utility of personalised surveillance in early-stage BC.

Identifiers

PMID42161983
PMCPMC13575130

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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 OpenQuestion graph.