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Chromatin landscape and epigenetic heterogeneity of acute myeloid leukaemia
Kyoto Univ, Japan; Kyoto Univ, Japan; Karolinska Inst, Sweden.
Örebro Univ, Sweden.
Kyoto Univ, Japan; Univ Tokyo, Japan.
Karolinska Inst, Sweden.
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2026 (English)In: Nature, ISSN 0028-0836, E-ISSN 1476-4687Article in journal (Refereed) Epub ahead of print
Abstract [en]

Acute myeloid leukaemia (AML) is an aggressive blood cancer characterized by the unregulated proliferation of immature myeloblasts. Gene mutations have been shown to have a large effect on pathogenesis, inter-tumour heterogeneity and clinical outcomes in AML1, 2, 3, 4, 5, 6, 7-8; however, the role of epigenetic alterations in these respects has been investigated less extensively. Here we use ATAC-seq (assay for transposase-accessible chromatin with sequencing) in a cohort of 1,563 individuals with a recent diagnosis of AML (the 'eCHROMA' cohort) to show that AML can be classified into 16 subgroups on the basis of chromatin accessibility profiles. Multiomics analyses of gene mutations, the transcriptome, DNA methylation and histone marks show that these ATAC subgroups exhibit distinct driver mutations, differentiation states, gene expression, DNA methylation and super-enhancer profiles, and are also associated with clinical outcomes. These findings were validated in independent cohorts. Single-cell ATAC sequencing reveals that all leukaemic cells in each subgroup share a common chromatin accessibility profile, which suggests that subgroup-specific epigenomic fingerprints underlie the ATAC-based classification. Mechanistically, the subgroups have distinct gene-regulatory networks that are driven by the activities of key transcription factors in haematopoiesis, and in which subgroup-specific super-enhancers have a pivotal role. Multiomics single-cell analysis further reveals deregulated trajectories of differentiation coupled with chromatin accessibility and gene expression. Notably, ATAC subgroups have an independent prognostic effect, compared with genomic classification, and are associated with particular drug sensitivities. In summary, ATAC-based chromatin profiling, combined with multiomics data, provides insights into AML pathogenesis beyond genomics and constitutes a valuable resource for AML research.

Place, publisher, year, edition, pages
NATURE PORTFOLIO , 2026.
National Category
Medical Genetics and Genomics
Identifiers
URN: urn:nbn:se:liu:diva-226673DOI: 10.1038/s41586-026-10703-4ISI: 001814264600001PubMedID: 42420449Scopus ID: 2-s2.0-105044343706OAI: oai:DiVA.org:liu-226673DiVA, id: diva2:2093297
Note

Funding Agencies|Japan Science and Technology Agency (JST); FOREST Program [JPMJFR220L]; Japan Agency for Medical Research and Development (AMED) [JP21cm0106501, JP19ck0106250, JP24tk0124003, JP24ck0106791, JP25ck0106019, JP25kk0305028, JP22ck0106691, JP22ama221111, JP23kk0305026, JP25ama121016, JP24ck0106875]; Moonshot Research and Development Program [JP24zf0127009]; Ministry of Education, Culture, Sports, Science and Technology of Japan (MEXT) [hp200138, hp210167, hp220163, JPMXP1020200102]; Japan Society for the Promotion of Science (JSPS); KAKENHI [JP19H05656, JP24H00009, JP20K22809, JP22K16320, JP24K19223]; Takeda Science Foundation; Daiichi Sankyo Foundation of Life Science; Princess Takamatsu Cancer Research Fund; Kanae Foundation for the Promotion of Medical Science, the Ichiro Kanehara Foundation for the promotion of Medical Sciences and Medical Care; Mochida Memorial Foundation for Medical and Pharmaceutical Research, the Japan Leukemia Research Fund; Kobayashi Foundation for Cancer Research; Fujiwara Memorial Foundation; UBE Foundation

Available from: 2026-08-18 Created: 2026-08-18 Last updated: 2026-08-18

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