• This record comes from PubMed

The landscape of tumor cell states and spatial organization in H3-K27M mutant diffuse midline glioma across age and location

. 2022 Dec ; 54 (12) : 1881-1894. [epub] 20221205

Language English Country United States Media print-electronic

Document type Journal Article, Research Support, Non-U.S. Gov't, Research Support, N.I.H., Extramural

Grant support
U19 CA264504 NCI NIH HHS - United States
P30 CA016672 NCI NIH HHS - United States
R01 LM013897 NLM NIH HHS - United States
R01 CA258384 NCI NIH HHS - United States
DP1 NS111132 NINDS NIH HHS - United States
P30 CA014089 NCI NIH HHS - United States
R01 CA219943 NCI NIH HHS - United States
P30 CA124435 NCI NIH HHS - United States
P50 CA165962 NCI NIH HHS - United States
DP2 NS127705 NINDS NIH HHS - United States

Links

PubMed 36471067
PubMed Central PMC9729116
DOI 10.1038/s41588-022-01236-3
PII: 10.1038/s41588-022-01236-3
Knihovny.cz E-resources

Histone 3 lysine27-to-methionine (H3-K27M) mutations most frequently occur in diffuse midline gliomas (DMGs) of the childhood pons but are also increasingly recognized in adults. Their potential heterogeneity at different ages and midline locations is vastly understudied. Here, through dissecting the single-cell transcriptomic, epigenomic and spatial architectures of a comprehensive cohort of patient H3-K27M DMGs, we delineate how age and anatomical location shape glioma cell-intrinsic and -extrinsic features in light of the shared driver mutation. We show that stem-like oligodendroglial precursor-like cells, present across all clinico-anatomical groups, display varying levels of maturation dependent on location. We reveal a previously underappreciated relationship between mesenchymal cancer cell states and age, linked to age-dependent differences in the immune microenvironment. Further, we resolve the spatial organization of H3-K27M DMG cell populations and identify a mitotic oligodendroglial-lineage niche. Collectively, our study provides a powerful framework for rational modeling and therapeutic interventions.

Broad Institute of MIT and Harvard Cambridge MA USA

Cancer Signalling Research Group School of Biomedical Sciences and Pharmacy College of Health Medicine and Wellbeing University of Newcastle Callaghan New South Wales Australia

Center for Data Driven Discovery in Biomedicine Children's Hospital of Philadelphia Philadelphia PA USA

Center for Neuropathology Ludwig Maximilians University Munich Germany

Central European Institute of Technology Masaryk University Brno Czech Republic

Department of Biology Faculty of Medicine Masaryk University Brno Czech Republic

Department of Clinical Cell Biology and FACS Core Unit St Anna Children's Cancer Research Institute Vienna Austria

Department of Neuro Oncology Brain Tumor Center The University of Texas MD Anderson Cancer Center Houston TX USA

Department of Neurological Surgery University of California San Francisco San Francisco CA USA

Department of Neurological Surgery University of Pittsburgh School of Medicine Pittsburgh PA USA

Department of Neurology and Neurological Sciences Stanford University School of Medicine Stanford CA USA

Department of Neurosurgery Medical University of Vienna Vienna Austria

Department of Oncologic Pathology Dana Farber Cancer Institute Boston MA USA

Department of Pathology and Laboratory Medicine Children's Hospital Los Angeles Keck School of Medicine of University of Southern California Los Angeles CA USA

Department of Pathology Boston Children's Hospital Boston MA USA

Department of Pathology Brigham and Women's Hospital Boston MA USA

Department of Pathology Center for Cancer Research Massachusetts General Hospital Boston MA USA

Department of Pediatric Oncology Dana Farber Boston Children's Cancer and Blood Disorders Center Boston MA USA

Department of Pediatrics and Adolescent Medicine Comprehensive Center for Pediatrics and Comprehensive Cancer Center Medical University of Vienna Vienna Austria

Department of Urology Comprehensive Cancer Center Medical University of Vienna Vienna Austria

Division of Neuropathology and Neurochemistry Department of Neurology Medical University of Vienna Vienna Austria

Division of Pediatric Hematology Oncology Department of Pediatrics Michigan Medicine Ann Arbor MI USA

Hopp Children's Cancer Center Heidelberg Heidelberg Germany

Howard Hughes Medical Institute Stanford CA USA

John G Rangos Sr Research Center Children's Hospital of Pittsburgh Pittsburgh PA USA

Massachusetts General Hospital Cancer Center Boston MA USA

Pediatric Oncology Department University Hospital Brno Faculty of Medicine Masaryk University ICRC Brno Czech Republic

Precision Medicine Program Hunter Medical Research Institute New Lambton Heights New South Wales Australia

Science for Life Laboratory Department of Biochemistry and Biophysics Stockholm University Stockholm Sweden

See more in PubMed

Schwartzentruber J, et al. Driver mutations in histone H3.3 and chromatin remodelling genes in paediatric glioblastoma. Nature. 2012;482:226–231. doi: 10.1038/nature10833. PubMed DOI

Wu G, et al. Somatic histone H3 alterations in pediatric diffuse intrinsic pontine gliomas and non-brainstem glioblastomas. Nat. Genet. 2012;44:251–253. doi: 10.1038/ng.1102. PubMed DOI PMC

Khuong-Quang DA, et al. K27M mutation in histone H3.3 defines clinically and biologically distinct subgroups of pediatric diffuse intrinsic pontine gliomas. Acta Neuropathol. 2012;124:439–447. doi: 10.1007/s00401-012-0998-0. PubMed DOI PMC

Sturm D, et al. Hotspot mutations in H3F3A and IDH1 define distinct epigenetic and biological subgroups of glioblastoma. Cancer Cell. 2012;22:425–437. doi: 10.1016/j.ccr.2012.08.024. PubMed DOI

Mackay A, et al. Integrated molecular meta-analysis of 1,000 pediatric high-grade and diffuse intrinsic pontine glioma. Cancer Cell. 2017;32:520–537. doi: 10.1016/j.ccell.2017.08.017. PubMed DOI PMC

Louis DN, et al. The 2016 World Health Organization classification of tumors of the central nervous system: a summary. Acta Neuropathol. 2016;131:803–820. doi: 10.1007/s00401-016-1545-1. PubMed DOI

Meyronet D, et al. Characteristics of H3 K27M-mutant gliomas in adults. Neuro Oncol. 2017;19:1127–1134. doi: 10.1093/neuonc/now274. PubMed DOI PMC

Schulte JD, et al. Clinical, radiologic, and genetic characteristics of histone H3 K27M-mutant diffuse midline gliomas in adults. Neurooncol. Adv. 2020;2:vdaa142. PubMed PMC

Filbin M, Monje M. Developmental origins and emerging therapeutic opportunities for childhood cancer. Nat. Med. 2019;25:367–376. doi: 10.1038/s41591-019-0383-9. PubMed DOI PMC

Monje M, et al. Hedgehog-responsive candidate cell of origin for diffuse intrinsic pontine glioma. Proc. Natl Acad. Sci. USA. 2011;108:4453–4458. doi: 10.1073/pnas.1101657108. PubMed DOI PMC

Pathania M, et al. H3.3(K27M) cooperates with Trp53 loss and PDGFRA gain in mouse embryonic neural progenitor cells to induce invasive high-grade gliomas. Cancer Cell. 2017;32:684–700. doi: 10.1016/j.ccell.2017.09.014. PubMed DOI PMC

Lewis PW, et al. Inhibition of PRC2 activity by a gain-of-function H3 mutation found in pediatric glioblastoma. Science. 2013;340:857–861. doi: 10.1126/science.1232245. PubMed DOI PMC

Bender S, et al. Reduced H3K27me3 and DNA hypomethylation are major drivers of gene expression in K27M mutant pediatric high-grade gliomas. Cancer Cell. 2013;24:660–672. doi: 10.1016/j.ccr.2013.10.006. PubMed DOI

Venneti S, et al. Evaluation of histone 3 lysine 27 trimethylation (H3K27me3) and enhancer of Zest 2 (EZH2) in pediatric glial and glioneuronal tumors shows decreased H3K27me3 in H3F3A K27M mutant glioblastomas. Brain Pathol. 2013;23:558–564. doi: 10.1111/bpa.12042. PubMed DOI PMC

Piunti A, et al. Therapeutic targeting of polycomb and BET bromodomain proteins in diffuse intrinsic pontine gliomas. Nat. Med. 2017;23:493–500. doi: 10.1038/nm.4296. PubMed DOI PMC

Stafford JM, et al. Multiple modes of PRC2 inhibition elicit global chromatin alterations in H3K27M pediatric glioma. Sci. Adv. 2018;4:eaau5935. doi: 10.1126/sciadv.aau5935. PubMed DOI PMC

Harutyunyan AS, et al. H3K27M induces defective chromatin spread of PRC2-mediated repressive H3K27me2/me3 and is essential for glioma tumorigenesis. Nat. Commun. 2019;10:1262. doi: 10.1038/s41467-019-09140-x. PubMed DOI PMC

Brien GL, et al. Simultaneous disruption of PRC2 and enhancer function underlies histone H3.3-K27M oncogenic activity in human hindbrain neural stem cells. Nat. Genet. 2021;53:1221–1232. doi: 10.1038/s41588-021-00897-w. PubMed DOI

Nagaraja S, et al. Histone variant and cell context determine H3K27M reprogramming of the enhancer landscape and oncogenic state. Mol. Cell. 2019;76:965–980. doi: 10.1016/j.molcel.2019.08.030. PubMed DOI PMC

Krug B, et al. Pervasive H3K27 acetylation leads to ERV expression and a therapeutic vulnerability in H3K27M gliomas. Cancer Cell. 2019;36:338–339. doi: 10.1016/j.ccell.2019.08.012. PubMed DOI PMC

Filbin MG, et al. Developmental and oncogenic programs in H3K27M gliomas dissected by single-cell RNA-seq. Science. 2018;360:331–335. doi: 10.1126/science.aao4750. PubMed DOI PMC

Jessa S, et al. Stalled developmental programs at the root of pediatric brain tumors. Nat. Genet. 2019;51:1702–1713. doi: 10.1038/s41588-019-0531-7. PubMed DOI PMC

Venkatesh HS, et al. Neuronal activity promotes glioma growth through neuroligin-3 secretion. Cell. 2015;161:803–816. doi: 10.1016/j.cell.2015.04.012. PubMed DOI PMC

Venkatesh HS, et al. Targeting neuronal activity-regulated neuroligin-3 dependency in high-grade glioma. Nature. 2017;549:533–537. doi: 10.1038/nature24014. PubMed DOI PMC

Venkatesh HS, et al. Electrical and synaptic integration of glioma into neural circuits. Nature. 2019;573:539–545. doi: 10.1038/s41586-019-1563-y. PubMed DOI PMC

Venkataramani V, et al. Glutamatergic synaptic input to glioma cells drives brain tumour progression. Nature. 2019;573:532–538. doi: 10.1038/s41586-019-1564-x. PubMed DOI

Hara T, et al. Interactions between cancer cells and immune cells drive transitions to mesenchymal-like states in glioblastoma. Cancer Cell. 2021;39:779–792. doi: 10.1016/j.ccell.2021.05.002. PubMed DOI PMC

Gangoso E, et al. Glioblastomas acquire myeloid-affiliated transcriptional programs via epigenetic immunoediting to elicit immune evasion. Cell. 2021;184:2454–2470. doi: 10.1016/j.cell.2021.03.023. PubMed DOI PMC

Gibson EM, et al. Neuronal activity promotes oligodendrogenesis and adaptive myelination in the mammalian brain. Science. 2014;344:1252304. doi: 10.1126/science.1252304. PubMed DOI PMC

Michealraj KA, et al. Metabolic regulation of the epigenome drives lethal infantile ependymoma. Cell. 2020;181:1329–1345. doi: 10.1016/j.cell.2020.04.047. PubMed DOI PMC

Fontebasso AM, et al. Recurrent somatic mutations in ACVR1 in pediatric midline high-grade astrocytoma. Nat. Genet. 2014;46:462–466. doi: 10.1038/ng.2950. PubMed DOI PMC

Ebrahimi A, et al. High frequency of H3 K27M mutations in adult midline gliomas. J. Cancer Res. Clin. Oncol. 2019;145:839–850. doi: 10.1007/s00432-018-02836-5. PubMed DOI

Neftel C, et al. An integrative model of cellular states, plasticity, and genetics for glioblastoma. Cell. 2019;178:835–849. doi: 10.1016/j.cell.2019.06.024. PubMed DOI PMC

Wang L, et al. The phenotypes of proliferating glioblastoma cells reside on a single axis of variation. Cancer Discov. 2019;9:1708–1719. doi: 10.1158/2159-8290.CD-19-0329. PubMed DOI PMC

Venteicher AS, et al. Decoupling genetics, lineages, and microenvironment in IDH-mutant gliomas by single-cell RNA-seq. Science. 2017;355:eaai8478. doi: 10.1126/science.aai8478. PubMed DOI PMC

Tirosh I, et al. Single-cell RNA-seq supports a developmental hierarchy in human oligodendroglioma. Nature. 2016;539:309–313. doi: 10.1038/nature20123. PubMed DOI PMC

Chen CCL, et al. Histone H3.3G34-mutant interneuron progenitors Co-opt PDGFRA for gliomagenesis. Cell. 2020;183:1617–1633. doi: 10.1016/j.cell.2020.11.012. PubMed DOI PMC

Van de Sande B, et al. A scalable SCENIC workflow for single-cell gene regulatory network analysis. Nat. Protoc. 2020;15:2247–2276. doi: 10.1038/s41596-020-0336-2. PubMed DOI

Verhaak RG, et al. Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. Cancer Cell. 2010;17:98–110. doi: 10.1016/j.ccr.2009.12.020. PubMed DOI PMC

Schmitt MJ, et al. Phenotypic mapping of pathologic cross-talk between glioblastoma and innate immune cells by synthetic genetic tracing. Cancer Discov. 2021;11:754–777. doi: 10.1158/2159-8290.CD-20-0219. PubMed DOI PMC

Fu Y, et al. Heterogeneity of glial progenitor cells during the neurogenesis-to-gliogenesis switch in the developing human cerebral cortex. Cell Rep. 2021;34:108788. doi: 10.1016/j.celrep.2021.108788. PubMed DOI

Huang W, et al. Origins and proliferative states of human oligodendrocyte precursor cells. Cell. 2020;182:594–608. doi: 10.1016/j.cell.2020.06.027. PubMed DOI PMC

Weng Q, et al. Single-cell transcriptomics uncovers glial progenitor diversity and cell fate determinants during development and gliomagenesis. Cell Stem Cell. 2019;24:707–723. doi: 10.1016/j.stem.2019.03.006. PubMed DOI PMC

Marques S, et al. Transcriptional convergence of oligodendrocyte lineage progenitors during development. Dev. Cell. 2018;46:504–517. doi: 10.1016/j.devcel.2018.07.005. PubMed DOI PMC

van Bruggen D, et al. Developmental landscape of human forebrain at a single-cell level identifies early waves of oligodendrogenesis. Dev. Cell. 2022;57:1421–1436. doi: 10.1016/j.devcel.2022.04.016. PubMed DOI

Zhong S, et al. Decoding the development of the human hippocampus. Nature. 2020;577:531–536. doi: 10.1038/s41586-019-1917-5. PubMed DOI

Ma S, et al. Chromatin potential identified by shared single-cell profiling of RNA and chromatin. Cell. 2020;183:1103–1116. doi: 10.1016/j.cell.2020.09.056. PubMed DOI PMC

Trevino AE, et al. Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution. Cell. 2021;184:5053–5069. doi: 10.1016/j.cell.2021.07.039. PubMed DOI

Gilbertson RJ, Rich JN. Making a tumour’s bed: glioblastoma stem cells and the vascular niche. Nat. Rev. Cancer. 2007;7:733–736. doi: 10.1038/nrc2246. PubMed DOI

Gutmann DH, Kettenmann H. Microglia/brain macrophages as central drivers of brain tumor pathobiology. Neuron. 2019;104:442–449. doi: 10.1016/j.neuron.2019.08.028. PubMed DOI PMC

Sa JK, et al. Transcriptional regulatory networks of tumor-associated macrophages that drive malignancy in mesenchymal glioblastoma. Genome Biol. 2020;21:216. doi: 10.1186/s13059-020-02140-x. PubMed DOI PMC

Li Q, et al. Developmental heterogeneity of microglia and brain myeloid cells revealed by deep single-cell RNA sequencing. Neuron. 2019;101:207–223. doi: 10.1016/j.neuron.2018.12.006. PubMed DOI PMC

Gyllborg D, et al. Hybridization-based in situ sequencing (HybISS) for spatially resolved transcriptomics in human and mouse brain tissue. Nucleic Acids Res. 2020;48:e112. doi: 10.1093/nar/gkaa792. PubMed DOI PMC

Kim Y, et al. Perspective of mesenchymal transformation in glioblastoma. Acta Neuropathol. Commun. 2021;9:50. doi: 10.1186/s40478-021-01151-4. PubMed DOI PMC

Marques S, et al. Oligodendrocyte heterogeneity in the mouse juvenile and adult central nervous system. Science. 2016;352:1326–1329. doi: 10.1126/science.aaf6463. PubMed DOI PMC

Vigano F, Mobius W, Gotz M, Dimou L. Transplantation reveals regional differences in oligodendrocyte differentiation in the adult brain. Nat. Neurosci. 2013;16:1370–1372. doi: 10.1038/nn.3503. PubMed DOI

Boshans LL, Sherafat A, Nishiyama A. The effects of developmental and current niches on oligodendrocyte precursor dynamics and fate. Neurosci. Lett. 2020;715:134593. doi: 10.1016/j.neulet.2019.134593. PubMed DOI PMC

Brooks LJ, et al. The white matter is a pro-differentiative niche for glioblastoma. Nat. Commun. 2021;12:2184. doi: 10.1038/s41467-021-22225-w. PubMed DOI PMC

Haag D, et al. H3.3-K27M drives neural stem cell-specific gliomagenesis in a human iPSC-derived model. Cancer Cell. 2021;39:407–422. doi: 10.1016/j.ccell.2021.01.005. PubMed DOI

Larson JD, et al. Histone H3.3 K27M accelerates spontaneous brainstem glioma and drives restricted changes in bivalent gene expression. Cancer Cell. 2019;35:140–155. doi: 10.1016/j.ccell.2018.11.015. PubMed DOI PMC

Cordero FJ, et al. Histone H3.3K27M represses p16 to accelerate gliomagenesis in a murine model of DIPG. Mol. Cancer Res. 2017;15:1243–1254. doi: 10.1158/1541-7786.MCR-16-0389. PubMed DOI PMC

Funato K, Major T, Lewis PW, Allis CD, Tabar V. Use of human embryonic stem cells to model pediatric gliomas with H3.3K27M histone mutation. Science. 2014;346:1529–1533. doi: 10.1126/science.1253799. PubMed DOI PMC

Wang Q, et al. Tumor evolution of glioma-intrinsic gene expression subtypes associates with immunological changes in the microenvironment. Cancer Cell. 2017;32:42–56. doi: 10.1016/j.ccell.2017.06.003. PubMed DOI PMC

Tam WL, Weinberg RA. The epigenetics of epithelial-mesenchymal plasticity in cancer. Nat. Med. 2013;19:1438–1449. doi: 10.1038/nm.3336. PubMed DOI PMC

Osswald M, et al. Brain tumour cells interconnect to a functional and resistant network. Nature. 2015;528:93–98. doi: 10.1038/nature16071. PubMed DOI

Batlle E, Clevers H. Cancer stem cells revisited. Nat. Med. 2017;23:1124–1134. doi: 10.1038/nm.4409. PubMed DOI

Drokhlyansky E, et al. The Human and mouse enteric nervous system at single-cell resolution. Cell. 2020;182:1606–1622. doi: 10.1016/j.cell.2020.08.003. PubMed DOI PMC

Gojo J, et al. Single-cell RNA-Seq reveals cellular hierarchies and impaired developmental trajectories in pediatric ependymoma. Cancer Cell. 2020;38:44–59. doi: 10.1016/j.ccell.2020.06.004. PubMed DOI PMC

Hovestadt V, et al. Resolving medulloblastoma cellular architecture by single-cell genomics. Nature. 2019;572:74–79. doi: 10.1038/s41586-019-1434-6. PubMed DOI PMC

La Manno G, et al. Molecular diversity of midbrain development in mouse, human, and stem cells. Cell. 2016;167:566–580. doi: 10.1016/j.cell.2016.09.027. PubMed DOI PMC

Goltsev Y, et al. Deep profiling of mouse splenic architecture with CODEX multiplexed imaging. Cell. 2018;174:968–981. doi: 10.1016/j.cell.2018.07.010. PubMed DOI PMC

Du Z, et al. Qualifying antibodies for image-based immune profiling and multiplexed tissue imaging. Nat. Protoc. 2019;14:2900–2930. doi: 10.1038/s41596-019-0206-y. PubMed DOI PMC

Li B, Dewey CN. RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinf. 2011;12:323. doi: 10.1186/1471-2105-12-323. PubMed DOI PMC

Ding J, et al. Systematic comparison of single-cell and single-nucleus RNA-sequencing methods. Nat. Biotechnol. 2020;38:737–746. doi: 10.1038/s41587-020-0465-8. PubMed DOI PMC

Stuart T, et al. Comprehensive integration of single-cell data. Cell. 2019;177:1888–1902. doi: 10.1016/j.cell.2019.05.031. PubMed DOI PMC

Korsunsky I, et al. Fast, sensitive and accurate integration of single-cell data with Harmony. Nat. Methods. 2019;16:1289–1296. doi: 10.1038/s41592-019-0619-0. PubMed DOI PMC

Fan J, et al. Characterizing transcriptional heterogeneity through pathway and gene set overdispersion analysis. Nat. Methods. 2016;13:241–244. doi: 10.1038/nmeth.3734. PubMed DOI PMC

Buttner M, Ostner J, Muller CL, Theis FJ, Schubert B. scCODA is a Bayesian model for compositional single-cell data analysis. Nat. Commun. 2021;12:6876. doi: 10.1038/s41467-021-27150-6. PubMed DOI PMC

Stuart T, Srivastava A, Madad S, Lareau CA, Satija R. Single-cell chromatin state analysis with Signac. Nat. Methods. 2021;18:1333–1341. doi: 10.1038/s41592-021-01282-5. PubMed DOI PMC

Aibar S, et al. SCENIC: single-cell regulatory network inference and clustering. Nat. Methods. 2017;14:1083–1086. doi: 10.1038/nmeth.4463. PubMed DOI PMC

Axelrod S, et al. Starfish: scalable pipelines for image-based transcriptomics. J. Open Source Softw. 2021;6:2440. doi: 10.21105/joss.02440. DOI

Qian X, et al. Probabilistic cell typing enables fine mapping of closely related cell types in situ. Nat. Methods. 2020;17:101–106. doi: 10.1038/s41592-019-0631-4. PubMed DOI PMC

Palla G, et al. Squidpy: a scalable framework for spatial omics analysis. Nat. Methods. 2022;19:171–178. doi: 10.1038/s41592-021-01358-2. PubMed DOI PMC

Dubois FPB, et al. Structural variants shape driver combinations and outcomes in pediatric high-grade glioma. Nat. Cancer. 2022;3:994–1011. doi: 10.1038/s43018-022-00403-z. PubMed DOI PMC

Liu, I. et al. The landscape of tumor cell states and spatial organization in H3-K27M mutant diffuse midline glioma across age and location. Custom scripts v1.0.0. 10.5281/zenodo.7073167 (2022). PubMed PMC

Find record

Citation metrics

Loading data ...

Archiving options

Loading data ...