Evidence map›Paper›PMID 41687044›Full record

ArticleJCO precision oncology2026

Multi-Institutional Study Evaluating the Role of Early Circulating Tumor DNA Dynamics During Treatment With Immune Checkpoint Inhibitors in Patients With Advanced-Stage Melanoma.

Vincent T Ma, Alice Y Zhou, Amir Forati, Fauzia Hollnagel, Janmesh D Patel, Caroline Burkey, Alyssa Steimle, Deepak M Sahasrabudhe, Matthew C Mannino, Jennifer L Schehr and 4 more

Erratum issuedAbstract readMulticenter Study
In one paragraph

Article in JCO precision oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. The Immune Checkpoint Inhibitors Journey: From Early Promise to Lasting Impact.Journal of immunotherapy and precision oncology · 2026
    Review
  2. Article
  3. Circulating Tumor DNA as a Biomarker for Melanoma Prognosis and Therapy.American journal of clinical dermatology · 2026
    Review
  4. Article
  5. Review
  6. Review
  7. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Vincent T MaDepartment of Medicine, Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin-Madison, Madison, WI.ORCID 0000-0002-8417-2787
Alice Y ZhouDepartment of Medicine, Division of Oncology, Washington University, St Louis, MO.ORCID 0000-0002-3916-8666
Amir ForatiDepartment of Medicine, University of Wisconsin-Madison, Madison WI.ORCID 0000-0002-6461-5448
Fauzia HollnagelDepartment of Medicine, University of Wisconsin-Madison, Madison WI.
Janmesh D PatelDepartment of Medicine, Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin-Madison, Madison, WI.ORCID 0009-0006-5069-0945
Caroline BurkeyDepartment of Medicine, Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin-Madison, Madison, WI.
Alyssa SteimleDepartment of Medicine, University of Wisconsin-Madison, Madison WI.ORCID 0009-0003-1932-0338
Deepak M SahasrabudheDepartment of Medicine, Division of Hematology/Oncology, University of Rochester, Rochester, NY.
Matthew C ManninoDepartment of Medicine, Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin-Madison, Madison, WI.ORCID 0009-0000-3085-4670
Jennifer L SchehrDepartment of Medicine, Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin-Madison, Madison, WI.ORCID 0000-0003-2123-997X
Alexander BirbrairDepartment of Dermatology, University of Wisconsin-Madison, Madison, WI.ORCID 0000-0003-1015-2561
Shuang G ZhaoDepartment of Human Oncology, University of Wisconsin-Madison, Madison, WI.ORCID 0000-0002-9166-6507
Joshua M LangDepartment of Medicine, Division of Hematology, Medical Oncology, and Palliative Care, University of Wisconsin-Madison, Madison, WI.ORCID 0000-0002-0943-8872
Adrienne I VictorDepartment of Medicine, Division of Hematology/Oncology, University of Rochester, Rochester, NY.ORCID 0000-0001-7130-7366

Funding

University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
Institutional Career Development CoreKL2TR002374 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI Bo Liu, Marin Leigh Schweizer · 2017 to 2026
$9.7M
NCATS NIH HHS KL2 TR002374NCATS NIH HHS UL1 TR002373
6 · The paper itself

Abstract

purposeThe role of circulating tumor DNA (ctDNA) monitoring in predicting treatment response and survival outcomes in early-stage and metastatic solid tumors has shown promising results. The value of early ctDNA dynamics in solid tumors treated with immune checkpoint inhibitors (ICIs) merits further investigation. Our study aims to assess the role of early ctDNA changes, measured 3-4 weeks after initiating ICI therapy, in predicting clinical outcomes in patients with advanced-stage melanoma.

methodsWe performed a multi-institutional analysis of real-world data from testing patients with unresectable stage III/IV melanoma using a personalized, tumor-informed ctDNA assay (Signatera) during the course of treatment with anti-PD-1-based therapy. ctDNA levels were assessed before the start of treatment and at 3-4 weeks before the second treatment dose. The change in ctDNA (decrease

resultsOne hundred seventeen patients were evaluated. Regression analysis revealed that a decrease in ctDNA was associated with increased odds of disease control (odds ratio [OR], 30.56 [95% CI, 10.64 to 87.84],

conclusionWe found that early ctDNA dynamics after only 3-4 weeks of ICI initiation in patients with advanced-stage melanoma appears to be a candidate strategy to predict overall treatment response, risk of progression, and long-term survival. Larger prospective studies are warranted to validate the utility of early ctDNA changes in treatment monitoring.

Indexed as

Circulating Tumor DNAImmune Checkpoint InhibitorsMelanomaSkin NeoplasmsAgedAged, 80 and overFemaleHumansMaleMiddle AgedNeoplasm StagingCirculating Tumor DNAImmune Checkpoint Inhibitors

Identifiers

PMID41687044
PMCPMC12915539

What OpenQuestion holds

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Registered trials

None linked

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.