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A prognostic human brain network for diffuse midline glioma

  • Jai Sidpra,
  • Valentina Lind,
  • Alexander L. Cohen,
  • Frederic L. W. V. J. Schaper,
  • Thomas J. Stone,
  • Yura Grabovska,
  • Asthik Biswas,
  • Sniya Sudhakar,
  • Francisco Sepulveda,
  • Bruno S. Peres,
  • Greta Veronese,
  • Cristina Alemán-Charlet,
  • Olumide Ogunbiyi,
  • Kiarash Shamardani,
  • Jiaqi Zhao,
  • Alberto Castro Palacin,
  • Gillian Miller,
  • Raffaella S. Opipari,
  • Enrico De Vita,
  • Deborah Ridout,
  • Suely F. Ferraciolli,
  • Leandro T. Lucato,
  • Jernej Avsenik,
  • Eleonora Piccirilli,
  • Andrés Morales-La Madrid,
  • Jordi Muchart,
  • Maura E. Ryan,
  • Rajan Patel,
  • Parthiv Haldipur,
  • Ciaran S. Hill,
  • Marie T. Krüger,
  • Ludvic Zrinzo,
  • Noor ul Owase Jeelani,
  • Juan Pedro Martinez-Barbera,
  • Andrew M. Donson,
  • Kathleen Dorris,
  • Paul S. Morgan,
  • Alan Mackay,
  • Humsa S. Venkatesh,
  • Andreas Horn,
  • Sabine Mueller,
  • Adam L. Green,
  • David M. Mirsky,
  • Harith Akram,
  • Chris Jones,
  • Kristian Aquilina,
  • Kshitij Mankad,
  • Michelle Monje,
  • Thomas S. Jacques,
  • Michael D. Fox,
  • Darren R. Hargrave

摘要

Diffuse midline gliomas (DMGs) are near-universally lethal tumours of the childhood central nervous system1,2. In animal models, DMGs form brain-wide integrated networks through neuron-to-glioma synapses36 and glioma-to-glioma gap junctional coupling3. This extensive connectivity robustly promotes the growth and invasion of DMG39 and other glial malignancies1012 through paracrine mechanisms and direct neuron-to-glioma synapses. However, the organization and clinical implications of these connections in the living human brain remain to be elucidated. Here, we develop tumour network mapping to compute the brain-wide connectivity profile of DMG, defining a conserved brain network across pontine and thalamic DMG associated with patient short-term survival (DMG network). Tumour functional connectivity with the DMG network was independently predictive of patient overall survival across two external validation cohorts. Tumour growth mapped to DMG network-specific trajectories and peak in-network neurometabolic changes across development spatiotemporally aligned with the peak age incidence of DMG. Analyses of single-nucleus RNA sequencing data confirmed diverse synaptic gene enrichment in high-connectivity DMG. Strikingly, incidental surgical resection of high-connectivity thalamic DMG tissue conferred a significant survival advantage. Collectively, these data define a conserved and prognostically important brain network in children with DMG, consistent with the hypothesis that DMGs exploit otherwise healthy brain circuits to promote tumour growth.