Conception-calibrated male pediatric tumor mitotic clocks

Molecular clocks can reconstruct tumorigenesis, but their calibration is limited by uncertainty in cancer ages. Pediatric cancers simplify this problem because age ranges are narrowly bounded by conception and a minimum of ~30 divisions. We developed mitotic clocks from rapidly fluctuating CpG (fCpG) DNA methylation on the X chromosome in male cancers, applying a two-state Markov model to estimate mitotic age and epimutation rates. Across acute lymphoblastic leukemia, acute myeloid leukemia, neuroblastoma, and embryonal brain tumors, modeled and observed methylation data were highly concordant, yielding epimutation rates of ~10-3 per division and tumor mitotic ages between 30 and several hundred divisions. The clocks also resolved remission dynamics, inferring relapses seeded by small numbers of variably dormant residual cancer cells. By exploiting the unique age constraints of male pediatric tumors, calibrated fCpG clocks provide a quantitative framework to reveal otherwise hidden features of human tumor evolution. Pediatric cancers provide naturally bounded timeframes that calibrate fast-ticking fluctuating CpG methylation clocks, revealing similar mitotic ages regardless of patient age and suggesting relapse from dormant residual lineages.

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Publication Details

Journal
Communications Biology
Published
2026-06-09
DOI
https://doi.org/10.1038/s42003-026-10480-w
Primary Topic
DNA Repair Mechanisms
Type
article
Field-Weighted Citation Impact
0.00

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article

Conception-calibrated male pediatric tumor mitotic clocks

Darryl Shibata, Jeremiah V. John
Communications Biology
DNA Repair Mechanisms
article

Conception-calibrated male pediatric tumor mitotic clocks

Darryl Shibata, Jeremiah V. John
article en

Abstract

Molecular clocks can reconstruct tumorigenesis, but their calibration is limited by uncertainty in cancer ages. Pediatric cancers simplify this problem because age ranges are narrowly bounded by conception and a minimum of ~30 divisions. We developed mitotic clocks from rapidly fluctuating CpG (fCpG) DNA methylation on the X chromosome in male cancers, applying a two-state Markov model to estimate mitotic age and epimutation rates. Across acute lymphoblastic leukemia, acute myeloid leukemia, neuroblastoma, and embryonal brain tumors, modeled and observed methylation data were highly concordant, yielding epimutation rates of ~10-3 per division and tumor mitotic ages between 30 and several hundred divisions. The clocks also resolved remission dynamics, inferring relapses seeded by small numbers of variably dormant residual cancer cells. By exploiting the unique age constraints of male pediatric tumors, calibrated fCpG clocks provide a quantitative framework to reveal otherwise hidden features of human tumor evolution. Pediatric cancers provide naturally bounded timeframes that calibrate fast-ticking fluctuating CpG methylation clocks, revealing similar mitotic ages regardless of patient age and suggesting relapse from dormant residual lineages.

Communications Biology
University of Southern California (US)
National Institutes of Health
Good health and well-being
Openalex Percentile: Top 10%
DNA Repair Mechanisms
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Conception-calibrated male pediatric tumor mitotic clocks — Darryl Shibata, Jeremiah V. John · Communications Biology (2026) | TGRS Research Map | TGRS