Evidence map›Paper›PMID 42817873›Full record

ArticleCancer medicine2026

Serial ctDNA Analysis for Monitoring Molecular Response and Acquired Resistance in Metastatic NSCLC and HR+/HER2-Negative Breast Cancer: A Real-World Study.

Franciele Hinterholz Knebel, Maurício Fernando Silva Almeida Ribeiro, Rudinei Diogo Marques Linck, Isabela Flauzino Ferreira, Cibele Masotti, Rodrigo Saddi, Karina Perez Sacardo, Felipe Sales Nogueira Amorim Canedo, Leandro Jonata Carvalho Oliveira, Daniele Coelho Duarte and 17 more

Abstract read
In one paragraph

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

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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

27 authors.

Franciele Hinterholz KnebelMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Maurício Fernando Silva Almeida RibeiroOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-5602-164X
Rudinei Diogo Marques LinckOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0003-2433-7911
Isabela Flauzino FerreiraOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0009-0008-0959-2133
Cibele MasottiMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0003-4462-0941
Rodrigo SaddiOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-3005-8188
Karina Perez SacardoOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-5108-4150
Felipe Sales Nogueira Amorim CanedoOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Leandro Jonata Carvalho OliveiraOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-6344-3544
Daniele Coelho DuarteMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0003-0693-9142
Paula Fontes AsprinoMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-2157-5853
Ernande Xavier Dos SantosMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Elisângela Monteiro CoserMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-8913-2178
Dimitrios KleftogiannisBioinformatics Team, Centre for Evolution and Cancer, The Institute of Cancer Research, London, UK.
Louise J BarberTranslational Oncogenomics Lab, The Institute of Cancer Research, London, UK.
Marco GerlingerTranslational Oncogenomics Lab, The Institute of Cancer Research, London, UK.
João Victor Machado AlessiOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Andrea Kazumi ShimadaOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-7221-3054
Fernando Costa SantiniOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Ciro Eduardo de SouzaOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Olavo FeherOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-7812-6576
Gilberto de Castro JuniorOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Frederico Perego CostaOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.
Max Senna ManoOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0001-5666-5261
Artur KatzOncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-1811-1169
Anamaria Aranha CamargoMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-6076-9597
Fabiana BettoniMolecular Oncology Center, Hospital Sírio-Libanês, São Paulo, Brazil.ORCID https://orcid.org/0000-0002-6611-7442

Funding

Fundação de Amparo à Pesquisa do Estado de São Paulo 2015/16854-4Fundação de Amparo à Pesquisa do Estado de São Paulo 2016/05375-0Ludwig Institute for Cancer ResearchSociedade Beneficente de Senhoras Hospital Sírio-Libanês
6 · The paper itself

Abstract

Circulating tumor DNA (ctDNA) is a promising biomarker for disease monitoring, yet evidence of its clinical utility in routine care remains limited. We evaluated the utility of serial ctDNA monitoring using digital PCR (ddPCR) for detecting acquired resistance (AR) and monitoring response in metastatic non-small cell lung cancer (NSCLC) and breast cancer (MBC). This real-world, longitudinal study included 48 metastatic patients (42 with EGFR-mutant NSCLC; 6 with HR+/HER2-negative MBC) treated at a Brazilian oncology reference center. Serial plasma samples were analyzed by ddPCR for activating and resistance mutations at specific time points. In the NSCLC cohort, EGFR T790M was detected in 48.4% of patients who progressed on 1st/2nd-generation TKIs. For patients on 3rd-generation TKIs, EGFR C797S was the main AR mechanism (47%), followed by PIK3CA, BRAF mutations, and ERBB2/EGFR amplifications. Longitudinal analysis anticipated radiological progression by approximately 5 months. Early molecular response, characterized by mutation clearance, preceded radiological response. In the MBC cohort, hotspot ESR1 mutations (D538G, L536R, Y537S) were identified in 50% of patients. Variations in ctDNA fractional abundance predicted disease progression up to 9 months before radiological confirmation. This study provides real-world evidence that ddPCR-based ctDNA monitoring enables early detection of resistance and predicts disease progression significantly earlier than standard imaging in both NSCLC and MBC. Despite the limited sample size, particularly in the MBC cohort, these real-world findings support liquid biopsy as a minimally invasive tool with the potential to guide therapeutic decisions and inform personalized management in precision oncology. Larger prospective studies are needed to confirm these observations.

Indexed as

Biomarkers, TumorBreast NeoplasmsCarcinoma, Non-Small-Cell LungCirculating Tumor DNADrug Resistance, NeoplasmLung NeoplasmsAdultAgedErb-b2 Receptor Tyrosine KinasesErbB ReceptorsFemaleHumansLongitudinal StudiesMiddle AgedMutationNeoplasm MetastasisBiomarkers, TumorCirculating Tumor DNAEGFR protein, humanERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesErbB ReceptorsProtein Kinase InhibitorsReceptors, Progesteroneacquired resistancecirculating tumor DNAhormone receptor‐positive breast cancernon‐small cell lung cancer

Identifiers

PMID42817873
PMCPMC13628292

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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.