Evidence mapPaperPMID 41468145Full record

ReviewClinical chemistry2025

The Mutational Epidemiology of Childhood Cancer.

Logan G Spector, Cassandra Clark, Zhanni Lu, Nathan Anderson, Erin L Marcotte, Adam James de Smith

Abstract readReview
In one paragraph

Review in Clinical chemistry, 2025. 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

6 authors.

Logan G SpectorDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, United States.
Cassandra ClarkDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, United States.
Zhanni LuDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, United States.
Nathan AndersonDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, United States.ORCID 0009-0002-7145-3800
Erin L MarcotteDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, United States.
Adam James de SmithCenter for Genetic Epidemiology, Department of Population and Public Health Sciences, University of Southern California Keck School of Medicine, Los Angeles, CA, United States.

Funding

Translational Pediatric Cancer Epidemiology Research Training GrantT32CA099936 · NCI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Logan G. Spector · 2004 to 2026
$5.1M
NCI NIH HHS T32 CA099936
6 · The paper itself

Abstract

backgroundChildhood cancers comprise a variety of liquid and solid tumors that display different patterns of incidence than adult cancers. Most have distinct molecular subtypes characterized by specific genomic driver events. The mutational processes that influence the somatic landscape of cancers also generate distinctive mutational signatures (mutSig). While these signatures are often inert, they do represent a fingerprint of the insult(s) present during mutagenesis. Associating mutSig with putatively causal exposures for pediatric cancer could inform future etiologic studies and elucidate the exposure pathways underlying risk. CONTENT: Here we review the epidemiology of pediatric cancers. We then summarize the knowledge around mutSig seen in pediatric cancer to date, discuss observed geographic and subtype-related variability, and discuss future efforts to characterize mutSig with unknown etiologies. SUMMARY: The diversity of childhood cancers and their molecular subtypes suggest etiologic heterogeneity. Detection of mutSig in childhood cancers has promoted hypothesis generation; e.g., the enrichment of UV-related signatures in aneuploid B-acute lymphoblastic leukemia has inspired new studies. Although the Mutographs projects were developed to investigate geographical variation in incidence, mutational epidemiology studies should also be employed to understand why certain mutSig are enriched in particular childhood cancers or subtypes. As pediatric cancers have lower mutational burdens than adult cancers, studying childhood cancer may also help determine the causes of mutSig with unknown etiologies. Given persistent differences in pediatric cancer risk by ancestry and socioeconomics, as well as the shifting global burden of childhood cancer, there is a need for studies with patients from diverse populations.

Indexed as

MutationNeoplasmsChildHumans

Identifiers

PMID41468145
PMCPMC13271010

What Socratic holds

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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 Socratic graph.