Evidence map›Paper›PMID 42395173›Full record

ArticleThe journal of liquid biopsy2026

Longitudinal methylated ctDNA increases predict immunotherapy progression across solid tumors.

Muhammad Anees, Patrick L Wagner, Ashten Omstead, Erin Grayhack, Christopher Sherry, Lee D McDaniel, Matthew G Varga, Seyed Mohammad Hossein Hosseiny, William Laframboise, John Nakayama and 8 more

Abstract read
In one paragraph

Article in The journal of liquid biopsy, 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

18 authors.

Muhammad AneesAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Patrick L WagnerAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Ashten OmsteadAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Erin GrayhackAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Christopher SherryAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Lee D McDanielBillionToOne, Menlo Park, CA, USA.
Matthew G VargaBillionToOne, Menlo Park, CA, USA.
Seyed Mohammad Hossein HosseinyHighmark Health, Pittsburgh, PA, USA.
William LaframboiseAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
John NakayamaAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Thomas KrivakAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Benny WekslerAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Neda DadgarAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Shurjeel Uddin QaziAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
Nathan BaharyAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
David L BartlettAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.
David S TsaoBillionToOne, Menlo Park, CA, USA.
Ali H ZaidiAllegheny Health Network Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Timely identification of treatment failure during immune checkpoint blockade remains a critical unmet need in oncology. We evaluated a tissue-free, methylation-based circulating tumor DNA (ctDNA) assay applied serially across 142 patients with advanced solid tumors receiving immune checkpoint inhibitor monotherapy or chemo-immunotherapy in two independent prospective cohorts. Blood was collected pre-treatment, C2D1, and C3D1. Molecular progression, mPD, was defined as an increase in ctDNA while on therapy. mPD stratified progression-free and overall survival across both cohorts (PFS HR 5.8 95% CI 3.4-9.9; OS HR 4.1 95%CI 2.3-7.0). Notably, incorporating ctDNA at C2 identified more molecular rebounders, and mPD was significant for OS in RECIST 6-month BOR stable disease subgroup where imaging is least informative (HR 8.4, 95% CI 1.4 to 48.7). Monitoring with ctDNA continued to predict progression after C3 and identified progression with median lead time of 62 days. These findings confirm prior studies that have shown that ctDNA is predictive for immunotherapy response and furthermore demonstrate the utility of a clinically practical molecular progression rule across the multiple cancer types treated by immune checkpoint inhibitors.

Indexed as

ctDNADNA methylationImmune checkpoint inhibitorsLiquid biopsyNorthstarPan-cancerResponse monitoringTumor-naive assay

Identifiers

PMID42395173
PMCPMC13324675

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LicenceCC BY-NC-ND
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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.