In this project, we investigated how chemotherapy contributes to the development of therapy-related myeloid neoplasms (t-MNs) in children. We assembled and analyzed a unique cohort of over 60 pediatric patients who developed t-MN after successful treatment of their first cancer. This includes 20 patients from our in-house biobank and 42 from international collaborators through the International BFM study group. We performed whole-genome sequencing (WGS) on all leukemic samples and, for a subset, also analyzed non-malignant hematopoietic stem and progenitor cells (HSPCs).
We found that most pediatric t-MNs are driven by structural variants, particularly involving the KMT2A locus. Normal HSPCs exposed to chemotherapy showed an increased mutation burden equivalent to several decades of natural aging, mostly due to acceleration of clock-like mutational processes. Phylogenetic reconstruction revealed that in most cases, the leukemic clone originated after the start of therapy and expanded during or shortly after treatment. This work was published in Cancer Discovery.
We also discovered a novel mutational signature caused by the antiviral drug ganciclovir, used to treat cytomegalovirus reactivation after hematopoietic stem cell transplantation (HSCT). Using a newly developed in vitro genotoxicity assay, we validated this mutational footprint and identified the same signature in pan-cancer datasets. This work, which has implications for long-term drug safety, was published in Cell Stem Cell. A patent application was filed on the methodology (Means and methods for assessing genotoxicity), and a related valorization trajectory was initiated via an ERC Proof of Concept grant (MUTAPREDICT).
Subsequently, we completed analysis of the full cohort and discovered that the expansion of t-MN clones is suppressed during platinum-based treatment and begins only after cessation of therapy. In children with TP53 germline mutations (Li-Fraumeni syndrome), this suppression does not occur, highlighting a TP53-dependent resistance mechanism. These findings were published in Nature Communications.
We also investigated prenatal chemotherapy exposure by sequencing fetal HSPCs from cord blood of neonates born to mothers treated for cancer during pregnancy. We showed that chemotherapy induces a measurable mutational burden in fetal cells, including platinum-related signatures, indicating transplacental genotoxicity (Cancer Discovery, 2025).
Finally, using a single-cell multi-omics approach combining genome and transcriptome sequencing of the same cells, we uncovered cell-intrinsic mechanisms that may protect a subset of HSPCs from mutagenesis. These "resilient" or potentially “super” stem cells may repopulate the hematopoietic system post-treatment and explain why mutation burdens normalize over time.
All data and protocols have been shared through open-access publications and our GitHub repository (
https://github.com/ToolsVanBox(opens in new window)).