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Vinel C, Rosser G, Guglielmi L, Constantinou M, Pomella N, Zhang X, Boot JR, Jones TA, Millner TO, Dumas AA, Rakyan V, Rees J, Thompson JL, Vuononvirta J, Nadkarni S, El Assan T, Aley N, Lin YY, Liu P, Nelander S, Sheer D, Merry CLR, Marelli-Berg F, Brandner S, Marino S. Comparative epigenetic analysis of tumour initiating cells and syngeneic EPSC-derived neural stem cells in glioblastoma. Nat Commun 2021; 12:6130. [PMID: 34675201 PMCID: PMC8531305 DOI: 10.1038/s41467-021-26297-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 09/23/2021] [Indexed: 12/13/2022] Open
Abstract
Epigenetic mechanisms which play an essential role in normal developmental processes, such as self-renewal and fate specification of neural stem cells (NSC) are also responsible for some of the changes in the glioblastoma (GBM) genome. Here we develop a strategy to compare the epigenetic and transcriptional make-up of primary GBM cells (GIC) with patient-matched expanded potential stem cell (EPSC)-derived NSC (iNSC). Using a comparative analysis of the transcriptome of syngeneic GIC/iNSC pairs, we identify a glycosaminoglycan (GAG)-mediated mechanism of recruitment of regulatory T cells (Tregs) in GBM. Integrated analysis of the transcriptome and DNA methylome of GBM cells identifies druggable target genes and patient-specific prediction of drug response in primary GIC cultures, which is validated in 3D and in vivo models. Taken together, we provide a proof of principle that this experimental pipeline has the potential to identify patient-specific disease mechanisms and druggable targets in GBM.
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Affiliation(s)
- Claire Vinel
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Gabriel Rosser
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Loredana Guglielmi
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Myrianni Constantinou
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Nicola Pomella
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Xinyu Zhang
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - James R Boot
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Tania A Jones
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Thomas O Millner
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Anaelle A Dumas
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Vardhman Rakyan
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Jeremy Rees
- Division of Neuropathology, The National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, Queen Square, London, UK
| | - Jamie L Thompson
- Stem Cell Glycobiology Group, Biodiscovery Institute, University of Nottingham, Nottingham, UK
| | - Juho Vuononvirta
- The William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Suchita Nadkarni
- The William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Tedani El Assan
- Division of Neuropathology, The National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, Queen Square, London, UK
| | - Natasha Aley
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, Queen Square, London, UK
| | - Yung-Yao Lin
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
- Stem Cell Laboratory, National Bowel Research Centre, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, 2 Newark Street, London, UK
| | - Pentao Liu
- Faculty of Medicine, School of Biomedical Sciences, The University of Hong Kong, Hong Kong, Hong Kong
| | - Sven Nelander
- Department of Immunology Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Denise Sheer
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Catherine L R Merry
- Stem Cell Glycobiology Group, Biodiscovery Institute, University of Nottingham, Nottingham, UK
| | - Federica Marelli-Berg
- The William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK
| | - Sebastian Brandner
- Division of Neuropathology, The National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, Queen Square, London, UK
- Department of Neurodegenerative Disease, UCL Queen Square Institute of Neurology, Queen Square, London, UK
| | - Silvia Marino
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University London, London, UK.
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