Evidence map›Paper›PMID 41889813›Full record

ArticlebioRxiv : the preprint server for biology2026

Aggressive Neuroblastomas Start Growing after Infancy.

Daniel L Monyak, Shannon T Holloway, Graham J Gumbert, Kellie Kim, Allison Fong, Lars J Grimm, Jeffrey R Marks, Darryl Shibata, Marc D Ryser

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

9 authors.

Daniel L MonyakTrinity College of Arts and Sciences, Duke University; Durham, NC, USA.ORCID 0009-0000-5811-4287
Shannon T HollowayDepartment of Population Health Sciences, Duke University School of Medicine; Durham, NC, USA.ORCID 0009-0005-6757-7503
Graham J GumbertTrinity College of Arts and Sciences, Duke University; Durham, NC, USA.
Kellie KimDepartment of Pathology, University of Southern California Keck School of Medicine; Los Angeles, CA, USA.
Allison FongDepartment of Pathology, University of Southern California Keck School of Medicine; Los Angeles, CA, USA.
Lars J GrimmDepartment of Radiology, Duke University School of Medicine; Durham, NC, USA.ORCID 0000-0002-3865-3352
Jeffrey R MarksDepartment of Surgery, Duke University School of Medicine; Durham, NC, USA.ORCID 0000-0002-2054-5468
Darryl ShibataDepartment of Pathology, University of Southern California Keck School of Medicine; Los Angeles, CA, USA.ORCID 0000-0002-4567-1639
Marc D RyserDepartment of Population Health Sciences, Duke University School of Medicine; Durham, NC, USA.ORCID 0000-0002-4990-0849

Funding

Dynamic imaging and tissue biomarker models to delineate indolent from aggressive breast calcificationsR01CA271237 · NCI · DUKE UNIVERSITY · PI GRIMM, LARS J, MARKS, JEFFREY R. · 2022 to 2025
$2.1M
NCI NIH HHS R01 CA271237
6 · The paper itself

Abstract

In neuroblastoma, population screening during infancy failed to lower mortality because it primarily detected biologically indolent tumors rather than aggressive, life-threatening disease. The failure may reflect limited screening sensitivity, or disease onset after infancy among aggressive tumors. Here, we used an epigenetic mitotic clock based on fluctuating CpG DNA methylation to estimate patient-specific tumor mitotic ages and calendar ages in a cohort of unscreened children diagnosed with neuroblastoma. Aggressive cancers (stage 4) primarily started growing after the first year of life, making them undetectable by screening during infancy. In contrast, biologically more indolent tumors (stages 1, 2, 3 and 4S) often started growing in utero or during the first year of life, and affected children had better survival outcomes. Due to a short preclinical detectable phase of aggressive neuroblastomas, reducing mortality through screening is impractical as it would require frequent screening among older children. Patient-specific tumor-age estimation may help refine screening windows and improve early-detection strategies in other cancers where screening has so far failed to yield substantial mortality reductions.

Identifiers

PMID41889813
PMCPMC13014148

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.