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Ogiya D, Chyra Z, Verselis SJ, O'Keefe M, Cobb J, Abiatari I, Talluri S, Sithara AA, Hideshima T, Chu MP, Hájek R, Dorfman DM, Pilarski LM, Anderson KC, Adamia S. Identification of disease-related aberrantly spliced transcripts in myeloma and strategies to target these alterations by RNA-based therapeutics. Blood Cancer J 2023; 13:23. [PMID: 36737429 PMCID: PMC9898564 DOI: 10.1038/s41408-023-00791-0] [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: 01/27/2022] [Revised: 12/17/2022] [Accepted: 01/12/2023] [Indexed: 02/05/2023] Open
Abstract
Novel drug discoveries have shifted the treatment paradigms of most hematological malignancies, including multiple myeloma (MM). However, this plasma cell malignancy remains incurable, and novel therapies are therefore urgently needed. Whole-genome transcriptome analyses in a large cohort of MM patients demonstrated that alterations in pre-mRNA splicing (AS) are frequent in MM. This manuscript describes approaches to identify disease-specific alterations in MM and proposes RNA-based therapeutic strategies to eradicate such alterations. As a "proof of concept", we examined the causes of aberrant HMMR (Hyaluronan-mediated motility receptor) splicing in MM. We identified clusters of single nucleotide variations (SNVs) in the HMMR transcript where the altered splicing took place. Using bioinformatics tools, we predicted SNVs and splicing factors that potentially contribute to aberrant HMMR splicing. Based on bioinformatic analyses and validation studies, we provided the rationale for RNA-based therapeutic strategies to selectively inhibit altered HMMR splicing in MM. Since splicing is a hallmark of many cancers, strategies described herein for target identification and the design of RNA-based therapeutics that inhibit gene splicing can be applied not only to other genes in MM but also more broadly to other hematological malignancies and solid tumors as well.
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Affiliation(s)
- Daisuke Ogiya
- Department of Hematology and Oncology, Tokai University School of Medicine, Isehara, Japan
| | - Zuzana Chyra
- Department of Hemato-oncology, University Hospital Ostrava, Ostrava, Czech Republic.,Department of Hemato-oncology, University of Ostrava, Ostrava, Czech Republic
| | - Sigitas J Verselis
- Molecular Diagnostic Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Morgan O'Keefe
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Jacquelyn Cobb
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Ivane Abiatari
- Institute of Medical and Public Health Research, School of Medicine, Ilia State University, Tbilisi, Georgia
| | - Srikanth Talluri
- Molecular Diagnostic Laboratory, Dana-Farber Cancer Institute, Boston, MA, USA.,Veterans Administration Boston Healthcare System, West Roxbury, MA, USA
| | - Anjana Anilkumar Sithara
- Department of Hemato-oncology, University Hospital Ostrava, Ostrava, Czech Republic.,Department of Hemato-oncology, University of Ostrava, Ostrava, Czech Republic
| | - Teru Hideshima
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - Michael P Chu
- Department of Medicine, Department of Oncology, University of Alberta, Edmonton, AB, Canada
| | - Roman Hájek
- Department of Hemato-oncology, University Hospital Ostrava, Ostrava, Czech Republic.,Department of Hemato-oncology, University of Ostrava, Ostrava, Czech Republic
| | - David M Dorfman
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Linda M Pilarski
- Department of Medicine, Department of Oncology, University of Alberta, Edmonton, AB, Canada
| | - Kenneth C Anderson
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA.
| | - Sophia Adamia
- Jerome Lipper Multiple Myeloma Disease Center, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA. .,Institute of Medical and Public Health Research, School of Medicine, Ilia State University, Tbilisi, Georgia. .,Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.
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Alburquerque-González B, López-Abellán MD, Luengo-Gil G, Montoro-García S, Conesa-Zamora P. Design of Personalized Neoantigen RNA Vaccines Against Cancer Based on Next-Generation Sequencing Data. Methods Mol Biol 2022; 2547:165-185. [PMID: 36068464 DOI: 10.1007/978-1-0716-2573-6_7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The good clinical results of immune checkpoint inhibitors (ICIs) in recent cancer therapy and the success of RNA vaccines against SARS-nCoV2 have provided important lessons to the scientific community. On the one hand, the efficacy of ICI depends on the number and immunogenicity of tumor neoantigens (TNAs) which unfortunately are not abundantly expressed in many cancer subtypes. On the other hand, novel RNA vaccines have significantly improved both the stability and immunogenicity of mRNA and its efficient delivery, this way overcoming past technique limitations and also allowing a quick vaccine development at the same time. These two facts together have triggered a resurgence of therapeutic cancer vaccines which can be designed to include individual TNAs and be synthesized in a timeframe short enough to be suitable for the tailored treatment of a given cancer patient.In this chapter, we explain the pipeline for the synthesis of TNA-carrying RNA vaccines which encompasses several steps such as individual tumor next-generation sequencing (NGS), selection of immunogenic TNAs, nucleic acid synthesis, drug delivery systems, and immunogenicity assessment, all of each step comprising different alternatives and variations which will be discussed.
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Affiliation(s)
- Begoña Alburquerque-González
- Pathology and Histology Department Facultad de Ciencias de la Salud, UCAM Universidad Católica San Antonio de Murcia, Murcia, Spain
| | - María Dolores López-Abellán
- Laboratory Medicine Department, Group of Molecular Pathology and Pharmacogenetics, Biomedical Research Institute from Murcia (IMIB), Hospital Universitario Santa Lucía, Cartagena, Spain
| | - Ginés Luengo-Gil
- Laboratory Medicine Department, Group of Molecular Pathology and Pharmacogenetics, Biomedical Research Institute from Murcia (IMIB), Hospital Universitario Santa Lucía, Cartagena, Spain
| | - Silvia Montoro-García
- Cell Culture Lab, Facultad de Ciencias de la Salud, UCAM Universidad Católica San Antonio de Murcia, Murcia, Spain
| | - Pablo Conesa-Zamora
- Pathology and Histology Department Facultad de Ciencias de la Salud, UCAM Universidad Católica San Antonio de Murcia, Murcia, Spain.
- Laboratory Medicine Department, Group of Molecular Pathology and Pharmacogenetics, Biomedical Research Institute from Murcia (IMIB), Hospital Universitario Santa Lucía, Cartagena, Spain.
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