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Record W4409353495 · doi:10.21037/jgo-24-819

Circulating tumor DNA using a plasma-only assay predicts survival in patients with oligometastatic colorectal cancer after definitive therapy

2025· article· en· W4409353495 on OpenAlexaff
Enrique Sanz‐García, Paloma Peinado, Adrián Peláez, Elena Gonzalez Lopez-Aranda, Rafael Álvarez-Gallego, César Muñoz, Carmen Toledano, Luka Mihic, J. Domínguez Ortega, Cristina Bressel, Alicia Gonzalo, O. Hernando, Mercedes G. López, Carmen Rubio, Isabel Fabra, Yolanda Quijano, Emilio Vicente, Antonio Cubillo

Bibliographic record

VenueJournal of Gastrointestinal Oncology · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer Genomics and Diagnostics
Canadian institutionsPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsMedicineColorectal cancerOncologyInternal medicineCirculating tumor DNACancer

Abstract

fetched live from OpenAlex

Background: Patients with colorectal cancer (CRC) and oligometastases are usually treated with surgery and radiation. The addition of adjuvant chemotherapy is controversial. The detection of circulating tumor DNA (ctDNA) may provide further insight in prognosis as well as help in decision of adjuvant therapies. We aim to show that detection of ctDNA after definitive therapy in oligometastatic CRC is associated with worse outcomes. Methods: A single centre prospective study included patients with oligometastatic CRC treated with surgery or radiation with definitive intent. Plasma samples were collected before procedure and 4 weeks after, prior to adjuvant chemotherapy. Plasma samples were analyzed using a tumor-naive assay focusing on genomic and methylation alterations (Guardant Reveal). Disease-free survival (DFS) and overall survival (OS) were estimated using Kaplan Meier method. Results: A total of 25 patients were included: 19 were evaluated at baseline and post-treatment. ctDNA detection at baseline was not associated with any clinicopathological characteristics, neither OS nor DFS. In contrast, patients with ctDNA detection post-treatment had worse OS [hazard ratio (HR): 11.28; 95% confidence interval (CI): 1.31-97.05] and a trend to shorter DFS (HR: 2.97; 95% CI: 0.97-9.06). Patients who were persistently negative or cleared ctDNA had similar outcomes. Conclusions: ctDNA detection after surgery/radiation in oligometastatic CRC predicts worse OS and DFS. ctDNA could help to guide the decision regarding need of adjuvant chemotherapy in this population.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.666

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.011
GPT teacher head0.270
Teacher spread0.259 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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