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ORIGINAL RESEARCH article

Front. Immunol.

Sec. Molecular Innate Immunity

Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1655130

This article is part of the Research TopicImmune Landscape in the Transition from Inflammation to TumorigenesisView all 6 articles

New insights into DNA damage repair in pediatric acute myeloid leukemia provided by single-cell multi-omics analysis

Provisionally accepted
Li  ZhangLi Zhang1Xing  WangXing Wang2Yanli  LiuYanli Liu3Yanchen  LinYanchen Lin4Yanmei  ChenYanmei Chen5*
  • 1Graduate School, Hebei North University, Zhangjiakou, China
  • 2People's Hospital of Yilong Country, Nanchong, China
  • 3Dongying Hospital of Traditional Chinese Medicine (Dongying Shengli Hospital), Dongying, China
  • 4Hebei North University School of Graduate Studies, Zhangjiakou, China
  • 5Yongchuan Hospital of Chongqing Medical University, Chongqing, China

The final, formatted version of the article will be published soon.

Background: Pediatric acute myeloid leukemia (pAML) is a highly heterogeneous disease with a low incidence but poor prognosis and a high relapse rate. The pathogenesis, remission, and relapse of pAML are influenced by DNA damage repair (DDR), highlighting its importance in understanding and treating pAML. Compared with adult AML (aAML), most pAML patients lack effective targeted therapeutic options. Accordingly, there is an urgent need for further elucidation of pAML pathogenesis and DDR-based exploration of potential therapeutic targets for pAML.In this study, we employed single-cell RNA sequencing (scRNA-seq) to identify key pAML-related cell progenitors (Prog) associated with DDR. We then combined differential expression analysis, DNA methylation analysis with single-cell ATAC sequencing (scATAC-seq) and discovered that MAD2L2 and PCNA are key DDR genes correlated with pAML pathogenesis. In vitro experiments demonstrated that knockdown of PCNA and MAD2L2 resulted in reduced proliferation capacity and increased apoptosis rates in AML cell lines, suggesting these genes participate in tumorigenesis and progression. Our analyses indicated that the collective influence of MAD2L2 and PCNA on DDR in pAML may be mediated by Prog-binding zinc finger proteins, which interfere with the bypass replication of translesion synthesis (TLS).Furthermore, the demand for DDR is higher in pAML than in aAML. Additionally, the expression trends of key genes and signaling pathways were similar in the diagnosis and relapse of pAML, suggesting that the key genes are linked to the relapse mechanism of pAML with influence of DDR. Conclusion: The key DDR genes MAD2L2 and PCNA might interfere with DDR through Prog cell-bound zinc finger proteins, acting as the potential therapeutic targets in pAML.

Keywords: Pediatric acute myeloid leukemia (PAML), adult acute myeloid leukemia (aAML), single-cell RNA sequencing (scRNA-seq), single-cell ATAC sequencing (scATAC-seq), DNA damage repair (DDR), Translesion synthesis (TLS)

Received: 27 Jun 2025; Accepted: 15 Aug 2025.

Copyright: © 2025 Zhang, Wang, Liu, Lin and Chen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Yanmei Chen, Yongchuan Hospital of Chongqing Medical University, Chongqing, China

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