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Ahmed N, Cavattoni I, Villiers W, Cugno C, Deola S, Mifsud B. Multi-omic analysis of longitudinal acute myeloid leukemia patient samples reveals potential prognostic markers linked to disease progression. Front Genet 2024; 15:1442539. [PMID: 39399221 PMCID: PMC11466779 DOI: 10.3389/fgene.2024.1442539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 09/09/2024] [Indexed: 10/15/2024] Open
Abstract
Relapse remains a determinant of treatment failure and contributes significantly to mortality in acute myeloid leukemia (AML) patients. Despite efforts to understand AML progression and relapse mechanisms, findings on acquired gene mutations in relapse vary, suggesting inherent genetic heterogeneity and emphasizing the role of epigenetic modifications. We conducted a multi-omic analysis using Omni-C, ATAC-seq, and RNA-seq on longitudinal samples from two adult AML patients at diagnosis and relapse. Herein, we characterized genetic and epigenetic changes in AML progression to elucidate the underlying mechanisms of relapse. Differential interaction analysis showed significant 3D chromatin landscape reorganization between relapse and diagnosis samples. Comparing global open chromatin profiles revealed that relapse samples had significantly fewer accessible chromatin regions than diagnosis samples. In addition, we discovered that relapse-related upregulation was achieved either by forming new active enhancer contacts or by losing interactions with poised enhancers/potential silencers. Altogether, our study highlights the impact of genetic and epigenetic changes on AML progression, underlining the importance of multi-omic approaches in understanding disease relapse mechanisms and guiding potential therapeutic interventions.
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Affiliation(s)
- Nisar Ahmed
- College of Health and Life Sciences, Genomics and Precision Medicine, Hamad Bin Khalifa University, Doha, Qatar
| | - Irene Cavattoni
- Hematology and Bone Marrow Transplant Unit, Ospedale Centrale Bolzano, Bolzano, Italy
| | - William Villiers
- College of Health and Life Sciences, Genomics and Precision Medicine, Hamad Bin Khalifa University, Doha, Qatar
- Department of Medical and Molecular Genetics, King’s College London, London, United Kingdom
| | - Chiara Cugno
- Advanced Cell Therapy Core, Research, Sidra Medicine, Doha, Qatar
| | - Sara Deola
- Advanced Cell Therapy Core, Research, Sidra Medicine, Doha, Qatar
| | - Borbala Mifsud
- College of Health and Life Sciences, Genomics and Precision Medicine, Hamad Bin Khalifa University, Doha, Qatar
- William Harvey Research Institute, Queen Mary University London, London, United Kingdom
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Roussel X, Daguindau E, Berceanu A, Desbrosses Y, Warda W, Neto da Rocha M, Trad R, Deconinck E, Deschamps M, Ferrand C. Acute Myeloid Leukemia: From Biology to Clinical Practices Through Development and Pre-Clinical Therapeutics. Front Oncol 2020; 10:599933. [PMID: 33363031 PMCID: PMC7757414 DOI: 10.3389/fonc.2020.599933] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 11/02/2020] [Indexed: 12/19/2022] Open
Abstract
Recent studies have provided several insights into acute myeloid leukemia. Studies based on molecular biology have identified eight functional mutations involved in leukemogenesis, including driver and passenger mutations. Insight into Leukemia stem cells (LSCs) and assessment of cell surface markers have enabled characterization of LSCs from hematopoietic stem and progenitor cells. Clonal evolution has been described as having an effect similar to that of microenvironment alterations. Such biological findings have enabled the development of new targeted drugs, including drug inhibitors and monoclonal antibodies with blockage functions. Some recently approved targeted drugs have resulted in new therapeutic strategies that enhance standard intensive chemotherapy regimens as well as supportive care regimens. Besides the progress made in adoptive immunotherapy, since allogenic hematopoietic stem cell transplantation enabled the development of new T-cell transfer therapies, such as chimeric antigen receptor T-cell and transgenic TCR T-cell engineering, new promising strategies that are investigated.
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Affiliation(s)
- Xavier Roussel
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
- Department of Hematology, University Hospital of Besançon, Besançon, France
| | - Etienne Daguindau
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
- Department of Hematology, University Hospital of Besançon, Besançon, France
| | - Ana Berceanu
- Department of Hematology, University Hospital of Besançon, Besançon, France
| | - Yohan Desbrosses
- Department of Hematology, University Hospital of Besançon, Besançon, France
| | - Walid Warda
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
| | | | - Rim Trad
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
| | - Eric Deconinck
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
- Department of Hematology, University Hospital of Besançon, Besançon, France
| | - Marina Deschamps
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
| | - Christophe Ferrand
- Inserm EFS BFC, UMR1098 RIGHT, University Bourgogne Franche-Comté, Besançon, France
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