1
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Ma HL, Bizet M, Soares Da Costa C, Murisier F, de Bony EJ, Wang MK, Yoshimi A, Lin KT, Riching KM, Wang X, Beckman JI, Arya S, Droin N, Calonne E, Hassabi B, Zhang QY, Li A, Putmans P, Malbec L, Hubert C, Lan J, Mies F, Yang Y, Solary E, Daniels DL, Gupta YK, Deplus R, Abdel-Wahab O, Yang YG, Fuks F. SRSF2 plays an unexpected role as reader of m 5C on mRNA, linking epitranscriptomics to cancer. Mol Cell 2023; 83:4239-4254.e10. [PMID: 38065062 DOI: 10.1016/j.molcel.2023.11.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/06/2023] [Accepted: 11/03/2023] [Indexed: 12/18/2023]
Abstract
A common mRNA modification is 5-methylcytosine (m5C), whose role in gene-transcript processing and cancer remains unclear. Here, we identify serine/arginine-rich splicing factor 2 (SRSF2) as a reader of m5C and impaired SRSF2 m5C binding as a potential contributor to leukemogenesis. Structurally, we identify residues involved in m5C recognition and the impact of the prevalent leukemia-associated mutation SRSF2P95H. We show that SRSF2 binding and m5C colocalize within transcripts. Furthermore, knocking down the m5C writer NSUN2 decreases mRNA m5C, reduces SRSF2 binding, and alters RNA splicing. We also show that the SRSF2P95H mutation impairs the ability of the protein to read m5C-marked mRNA, notably reducing its binding to key leukemia-related transcripts in leukemic cells. In leukemia patients, low NSUN2 expression leads to mRNA m5C hypomethylation and, combined with SRSF2P95H, predicts poor outcomes. Altogether, we highlight an unrecognized mechanistic link between epitranscriptomics and a key oncogenesis driver.
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Affiliation(s)
- Hai-Li Ma
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Martin Bizet
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Christelle Soares Da Costa
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Frédéric Murisier
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Eric James de Bony
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Meng-Ke Wang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics and Chinese Academy of Sciences, China National Center for Bioinformation, Beijing 100101, China
| | - Akihide Yoshimi
- Molecular Pharmacology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Kuan-Ting Lin
- Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, USA
| | | | - Xing Wang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics and Chinese Academy of Sciences, China National Center for Bioinformation, Beijing 100101, China
| | - John I Beckman
- Greehey Children's Cancer Research Institute, Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Shailee Arya
- Greehey Children's Cancer Research Institute, Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Nathalie Droin
- Université Paris-Saclay, INSERM U1287, and Department of Hematology, Gustave Roussy Cancer Center, Villejuif 94800, France
| | - Emilie Calonne
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Bouchra Hassabi
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Qing-Yang Zhang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics and Chinese Academy of Sciences, China National Center for Bioinformation, Beijing 100101, China
| | - Ang Li
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics and Chinese Academy of Sciences, China National Center for Bioinformation, Beijing 100101, China
| | - Pascale Putmans
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Lionel Malbec
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Céline Hubert
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Jie Lan
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Frédérique Mies
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Ying Yang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics and Chinese Academy of Sciences, China National Center for Bioinformation, Beijing 100101, China
| | - Eric Solary
- Université Paris-Saclay, INSERM U1287, and Department of Hematology, Gustave Roussy Cancer Center, Villejuif 94800, France
| | | | - Yogesh K Gupta
- Greehey Children's Cancer Research Institute, Department of Biochemistry and Structural Biology, University of Texas Health Science Center at San Antonio, San Antonio, TX 78229, USA
| | - Rachel Deplus
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium
| | - Omar Abdel-Wahab
- Molecular Pharmacology Program, Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Yun-Gui Yang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics and Chinese Academy of Sciences, China National Center for Bioinformation, Beijing 100101, China.
| | - François Fuks
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université libre de Bruxelles (ULB), Institut Jules Bordet, Brussels 1070, Belgium.
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2
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Dewaele S, Delhaye L, De Paepe B, de Bony EJ, De Wilde J, Vanderheyden K, Anckaert J, Yigit N, Nuytens J, Vanden Eynde E, Smet J, Verschoore M, Nemati F, Decaudin D, Rodrigues M, Zhao P, Jochemsen A, Leucci E, Vandesompele J, Van Dorpe J, Marine JC, Van Coster R, Eyckerman S, Mestdagh P. The long non-coding RNA SAMMSON is essential for uveal melanoma cell survival. Oncogene 2022; 41:15-25. [PMID: 34508176 PMCID: PMC8724009 DOI: 10.1038/s41388-021-02006-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [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: 01/26/2021] [Revised: 08/02/2021] [Accepted: 08/27/2021] [Indexed: 12/14/2022]
Abstract
Long non-coding RNAs (lncRNAs) can exhibit cell-type and cancer-type specific expression profiles, making them highly attractive as therapeutic targets. Pan-cancer RNA sequencing data revealed broad expression of the SAMMSON lncRNA in uveal melanoma (UM), the most common primary intraocular malignancy in adults. Currently, there are no effective treatments for UM patients with metastatic disease, resulting in a median survival time of 6-12 months. We aimed to investigate the therapeutic potential of SAMMSON inhibition in UM. Antisense oligonucleotide (ASO)-mediated SAMMSON inhibition impaired the growth and viability of a genetically diverse panel of uveal melanoma cell lines. These effects were accompanied by an induction of apoptosis and were recapitulated in two uveal melanoma patient derived xenograft (PDX) models through subcutaneous ASO delivery. SAMMSON pulldown revealed several candidate interaction partners, including various proteins involved in mitochondrial translation. Consequently, inhibition of SAMMSON impaired global, mitochondrial and cytosolic protein translation levels and mitochondrial function in uveal melanoma cells. The present study demonstrates that SAMMSON expression is essential for uveal melanoma cell survival. ASO-mediated silencing of SAMMSON may provide an effective treatment strategy to treat primary and metastatic uveal melanoma patients.
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Affiliation(s)
- Shanna Dewaele
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Louis Delhaye
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Biotechnology, VIB-Ghent University, Ghent, Belgium
| | - Boel De Paepe
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Eric James de Bony
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jilke De Wilde
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Department of pathology, Ghent University Hospital, Ghent, Belgium
| | - Katrien Vanderheyden
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jasper Anckaert
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Nurten Yigit
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Justine Nuytens
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Eveline Vanden Eynde
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Joél Smet
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Maxime Verschoore
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Fariba Nemati
- Institut Curie, Laboratory of Preclinical Investigation, Translational Research Department, PSL Research University, Paris, France
| | - Didier Decaudin
- Institut Curie, Laboratory of Preclinical Investigation, Translational Research Department, PSL Research University, Paris, France
- Institut Curie, Department of Medical Oncology, PSL Research University, Paris, France
| | - Manuel Rodrigues
- Institut Curie, Department of Medical Oncology, PSL Research University, Paris, France
- Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Equipe labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, 75005, France
| | - Peihua Zhao
- Center for Medical Biotechnology, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium
- Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Aart Jochemsen
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Eleonora Leucci
- Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
- TRACE, LKI Leuven Cancer Institute, Leuven, Belgium
| | - Jo Vandesompele
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jo Van Dorpe
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of pathology, Ghent University Hospital, Ghent, Belgium
| | - Jean-Christophe Marine
- Laboratory for Molecular Cancer Biology, Center for Cancer Biology, VIB, Leuven, Belgium
- Laboratory for Molecular Cancer Biology, Department of Oncology, KULeuven, Leuven, Belgium
| | - Rudy Van Coster
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Sven Eyckerman
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
- Center for Medical Biotechnology, VIB-Ghent University, Ghent, Belgium
| | - Pieter Mestdagh
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.
- Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.
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3
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Dewaele S, Delhaye L, De Paepe B, de Bony EJ, De Wilde J, Vanderheyden K, Anckaert J, Yigit N, Nuytens J, Vanden Eynde E, Smet J, Verschoore M, Nemati F, Decaudin D, Rodrigues M, Zhao P, Jochemsen A, Leucci E, Vandesompele J, Van Dorpe J, Marine JC, Van Coster R, Eyckerman S, Mestdagh P. Correction to: The long non-coding RNA SAMMSON is essential for uveal melanoma cell survival. Oncogene 2021; 41:146. [PMID: 34782722 PMCID: PMC8724005 DOI: 10.1038/s41388-021-02051-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Shanna Dewaele
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Louis Delhaye
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Center for Medical Biotechnology, VIB-Ghent University, Ghent, Belgium
| | - Boel De Paepe
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Eric James de Bony
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jilke De Wilde
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Department of pathology, Ghent University Hospital, Ghent, Belgium
| | - Katrien Vanderheyden
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jasper Anckaert
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Nurten Yigit
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Justine Nuytens
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Eveline Vanden Eynde
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Joél Smet
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Maxime Verschoore
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Fariba Nemati
- Institut Curie, Laboratory of Preclinical Investigation, Translational Research Department, PSL Research University, Paris, France
| | - Didier Decaudin
- Institut Curie, Laboratory of Preclinical Investigation, Translational Research Department, PSL Research University, Paris, France.,Institut Curie, Department of Medical Oncology, PSL Research University, Paris, France
| | - Manuel Rodrigues
- Institut Curie, Department of Medical Oncology, PSL Research University, Paris, France.,Inserm U830, DNA Repair and Uveal Melanoma (D.R.U.M.), Equipe labellisée par la Ligue Nationale Contre le Cancer, Institut Curie, PSL Research University, Paris, 75005, France
| | - Peihua Zhao
- Center for Medical Biotechnology, VIB-KU Leuven Center for Cancer Biology, Leuven, Belgium.,Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Aart Jochemsen
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Eleonora Leucci
- Laboratory for RNA Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium.,TRACE, LKI Leuven Cancer Institute, Leuven, Belgium
| | - Jo Vandesompele
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium.,Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium
| | - Jo Van Dorpe
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of pathology, Ghent University Hospital, Ghent, Belgium
| | - Jean-Christophe Marine
- Laboratory for Molecular Cancer Biology, Center for Cancer Biology, VIB, Leuven, Belgium.,Laboratory for Molecular Cancer Biology, Department of Oncology, KU Leuven, Leuven, Belgium
| | - Rudy Van Coster
- Department of Pediatrics, Division of Pediatric Neurology and Metabolism, Ghent University Hospital, Ghent, Belgium
| | - Sven Eyckerman
- Cancer Research Institute Ghent (CRIG), Ghent, Belgium.,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.,Center for Medical Biotechnology, VIB-Ghent University, Ghent, Belgium
| | - Pieter Mestdagh
- OncoRNALab, Center for Medical Genetics (CMGG), Ghent University, Ghent, Belgium. .,Cancer Research Institute Ghent (CRIG), Ghent, Belgium. .,Department of Biomolecular Medicine, Ghent University, Ghent, Belgium.
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4
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James de Bony E, Bizet M, Van Grembergen O, Hassabi B, Calonne E, Putmans P, Bontempi G, Fuks F. Comprehensive identification of long noncoding RNAs in colorectal cancer. Oncotarget 2018; 9:27605-27629. [PMID: 29963224 PMCID: PMC6021240 DOI: 10.18632/oncotarget.25218] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 04/06/2018] [Indexed: 12/29/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers in humans and a leading cause of cancer-related deaths worldwide. As in the case of other cancers, CRC heterogeneity leads to a wide range of clinical outcomes and complicates therapy. Over the years, multiple factors have emerged as markers of CRC heterogeneity, improving tumor classification and selection of therapeutic strategies. Understanding the molecular mechanisms underlying this heterogeneity remains a major challenge. A considerable research effort is therefore devoted to identifying additional features of colorectal tumors, in order to better understand CRC etiology and to multiply therapeutic avenues. Recently, long noncoding RNAs (lncRNAs) have emerged as important players in physiological and pathological processes, including CRC. Here we looked for lncRNAs that might contribute to the various colorectal tumor phenotypes. We thus monitored the expression of 4898 lncRNA genes across 566 CRC samples and identified 282 lncRNAs reflecting CRC heterogeneity. We then inferred potential functions of these lncRNAs. Our results highlight lncRNAs that may participate in the major processes altered in distinct CRC cases, such as WNT/β-catenin and TGF-β signaling, immunity, the epithelial-to-mesenchymal transition (EMT), and angiogenesis. For several candidates, we provide experimental evidence supporting our functional predictions that they may be involved in the cell cycle or the EMT. Overall, our work identifies lncRNAs associated with key CRC characteristics and provides insights into their respective functions. Our findings constitute a further step towards understanding the contribution of lncRNAs to CRC heterogeneity. They may open new therapeutic opportunities.
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Affiliation(s)
- Eric James de Bony
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
| | - Martin Bizet
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
- Machine Learning Group, Computer Science Department, Université Libre de Bruxelles, 1050 Brussels, Belgium
- Inter-University Institute of Bioinformatics, Brussels, Université Libre de Bruxelles–Vrije Universiteit Brussel, 1050 Brussels, Belgium
| | - Olivier Van Grembergen
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
| | - Bouchra Hassabi
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
| | - Emilie Calonne
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
| | - Pascale Putmans
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
| | - Gianluca Bontempi
- Machine Learning Group, Computer Science Department, Université Libre de Bruxelles, 1050 Brussels, Belgium
- Inter-University Institute of Bioinformatics, Brussels, Université Libre de Bruxelles–Vrije Universiteit Brussel, 1050 Brussels, Belgium
| | - François Fuks
- Laboratory of Cancer Epigenetics, Faculty of Medicine, ULB-Cancer Research Center (U-CRC), Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium
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