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Hariprakash JM, Salviato E, La Mastra F, Sebestyén E, Tagliaferri I, Silva RS, Lucini F, Farina L, Cinquanta M, Rancati I, Riboni M, Minardi SP, Roz L, Gorini F, Lanzuolo C, Casola S, Ferrari F. Leveraging Tissue-Specific Enhancer-Target Gene Regulatory Networks Identifies Enhancer Somatic Mutations That Functionally Impact Lung Cancer. Cancer Res 2024; 84:133-153. [PMID: 37855660 PMCID: PMC10758689 DOI: 10.1158/0008-5472.can-23-1129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 08/29/2023] [Accepted: 10/17/2023] [Indexed: 10/20/2023]
Abstract
Enhancers are noncoding regulatory DNA regions that modulate the transcription of target genes, often over large distances along with the genomic sequence. Enhancer alterations have been associated with various pathological conditions, including cancer. However, the identification and characterization of somatic mutations in noncoding regulatory regions with a functional effect on tumorigenesis and prognosis remain a major challenge. Here, we present a strategy for detecting and characterizing enhancer mutations in a genome-wide analysis of patient cohorts, across three lung cancer subtypes. Lung tissue-specific enhancers were defined by integrating experimental data and public epigenomic profiles, and the genome-wide enhancer-target gene regulatory network of lung cells was constructed by integrating chromatin three-dimensional architecture data. Lung cancers possessed a similar mutation burden at tissue-specific enhancers and exons but with differences in their mutation signatures. Functionally relevant alterations were prioritized on the basis of the pathway-level integration of the effect of a mutation and the frequency of mutations on individual enhancers. The genes enriched for mutated enhancers converged on the regulation of key biological processes and pathways relevant to tumor biology. Recurrent mutations in individual enhancers also affected the expression of target genes, with potential relevance for patient prognosis. Together, these findings show that noncoding regulatory mutations have a potential relevance for cancer pathogenesis and can be exploited for patient classification. SIGNIFICANCE Mapping enhancer-target gene regulatory interactions and analyzing enhancer mutations at the level of their target genes and pathways reveal convergence of recurrent enhancer mutations on biological processes involved in tumorigenesis and prognosis.
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Affiliation(s)
| | - Elisa Salviato
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
| | | | - Endre Sebestyén
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
| | | | | | - Federica Lucini
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
| | - Lorenzo Farina
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
| | | | - Ilaria Rancati
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
| | | | | | - Luca Roz
- Fondazione IRCCS—Istituto Nazionale Tumori, Milan, Italy
| | - Francesca Gorini
- INGM, National Institute of Molecular Genetics “Romeo ed Enrica Invernizzi,” Milan, Italy
| | - Chiara Lanzuolo
- INGM, National Institute of Molecular Genetics “Romeo ed Enrica Invernizzi,” Milan, Italy
- Institute of Biomedical Technologies, National Research Council (ITB-CNR), Segrate, Italy
| | - Stefano Casola
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
| | - Francesco Ferrari
- IFOM-ETS, the AIRC Institute of Molecular Oncology, Milan, Italy
- Institute of Molecular Genetics “Luigi Luca Cavalli-Sforza,” National Research Council (IGM-CNR), Pavia, Italy
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2
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Krizsán S, Péterffy B, Egyed B, Nagy T, Sebestyén E, Hegyi LL, Jakab Z, Erdélyi DJ, Müller J, Péter G, Csanádi K, Kállay K, Kriván G, Barna G, Bedics G, Haltrich I, Ottóffy G, Csernus K, Vojcek Á, Tiszlavicz LG, Gábor KM, Kelemen Á, Hauser P, Gaál Z, Szegedi I, Ujfalusi A, Kajtár B, Kiss C, Matolcsy A, Tímár B, Kovács G, Alpár D, Bödör C. Next-Generation Sequencing-Based Genomic Profiling of Children with Acute Myeloid Leukemia. J Mol Diagn 2023; 25:555-568. [PMID: 37088137 PMCID: PMC10435843 DOI: 10.1016/j.jmoldx.2023.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 02/11/2023] [Accepted: 04/05/2023] [Indexed: 04/25/2023] Open
Abstract
Pediatric acute myeloid leukemia (AML) represents a major cause of childhood leukemic mortality, with only a limited number of studies investigating the molecular landscape of the disease. Here, we present an integrative analysis of cytogenetic and molecular profiles of 75 patients with pediatric AML from a multicentric, real-world patient cohort treated according to AML Berlin-Frankfurt-Münster protocols. Targeted next-generation sequencing of 54 genes revealed 17 genes that were recurrently mutated in >5% of patients. Considerable differences were observed in the mutational profiles compared with previous studies, as BCORL1, CUX1, KDM6A, PHF6, and STAG2 mutations were detected at a higher frequency than previously reported, whereas KIT, NRAS, and KRAS were less frequently mutated. Our study identified novel recurrent mutations at diagnosis in the BCORL1 gene in 9% of the patients. Tumor suppressor gene (PHF6, TP53, and WT1) mutations were found to be associated with induction failure and shorter event-free survival, suggesting important roles of these alterations in resistance to therapy and disease progression. Comparison of the mutational landscape at diagnosis and relapse revealed an enrichment of mutations in tumor suppressor genes (16.2% versus 44.4%) and transcription factors (35.1% versus 55.6%) at relapse. Our findings shed further light on the heterogeneity of pediatric AML and identify previously unappreciated alterations that may lead to improved molecular characterization and risk stratification of pediatric AML.
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Affiliation(s)
- Szilvia Krizsán
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary; Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Borbála Péterffy
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Bálint Egyed
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary; Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Tibor Nagy
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary; Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Endre Sebestyén
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Lajos László Hegyi
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Zsuzsanna Jakab
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Dániel J Erdélyi
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Judit Müller
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - György Péter
- Hemato-Oncology Unit, Heim Pal Children's Hospital, Budapest, Hungary
| | - Krisztina Csanádi
- Hemato-Oncology Unit, Heim Pal Children's Hospital, Budapest, Hungary
| | - Krisztián Kállay
- Division of Pediatric Hematology and Stem Cell Transplantation, Central Hospital of Southern Pest, National Institute of Hematology and Infectious Diseases, Budapest, Hungary
| | - Gergely Kriván
- Division of Pediatric Hematology and Stem Cell Transplantation, Central Hospital of Southern Pest, National Institute of Hematology and Infectious Diseases, Budapest, Hungary
| | - Gábor Barna
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Bedics
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Irén Haltrich
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Gábor Ottóffy
- Department of Pediatrics, University of Pécs Clinical Centre, Pécs, Hungary
| | - Katalin Csernus
- Department of Pediatrics, University of Pécs Clinical Centre, Pécs, Hungary
| | - Ágnes Vojcek
- Department of Pediatrics, University of Pécs Clinical Centre, Pécs, Hungary
| | - Lilla Györgyi Tiszlavicz
- Department of Pediatrics and Pediatric Health Care Center, University of Szeged, Szeged, Hungary
| | - Krisztina Mita Gábor
- Department of Pediatrics and Pediatric Health Care Center, University of Szeged, Szeged, Hungary
| | - Ágnes Kelemen
- Hemato-Oncology and Stem Cell Transplantation Unit, Velkey László Child's Health Center, Borsod-Abaúj-Zemplén County Central Hospital and University Teaching Hospital, Miskolc, Hungary
| | - Péter Hauser
- Hemato-Oncology and Stem Cell Transplantation Unit, Velkey László Child's Health Center, Borsod-Abaúj-Zemplén County Central Hospital and University Teaching Hospital, Miskolc, Hungary
| | - Zsuzsanna Gaál
- Department of Pediatric Hematology and Oncology, Institute of Pediatrics, University of Debrecen, Debrecen, Hungary
| | - István Szegedi
- Department of Pediatric Hematology and Oncology, Institute of Pediatrics, University of Debrecen, Debrecen, Hungary
| | - Anikó Ujfalusi
- Department of Laboratory Medicine, University of Debrecen, Debrecen, Hungary
| | - Béla Kajtár
- Department of Pathology, University of Pécs Clinical Centre, Pécs, Hungary
| | - Csongor Kiss
- Hemato-Oncology and Stem Cell Transplantation Unit, Velkey László Child's Health Center, Borsod-Abaúj-Zemplén County Central Hospital and University Teaching Hospital, Miskolc, Hungary
| | - András Matolcsy
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary; Division of Pathology, Department of Laboratory Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Botond Tímár
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Kovács
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Donát Alpár
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary.
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Bedics G, Egyed B, Kotmayer L, Benard-Slagter A, de Groot K, Bekő A, Hegyi LL, Bátai B, Krizsán S, Kriván G, Erdélyi DJ, Müller J, Haltrich I, Kajtár B, Pajor L, Vojcek Á, Ottóffy G, Ujfalusi A, Szegedi I, Tiszlavicz LG, Bartyik K, Csanádi K, Péter G, Simon R, Hauser P, Kelemen Á, Sebestyén E, Jakab Z, Matolcsy A, Kiss C, Kovács G, Savola S, Bödör C, Alpár D. PersonALL: a genetic scoring guide for personalized risk assessment in pediatric B-cell precursor acute lymphoblastic leukemia. Br J Cancer 2023; 129:455-465. [PMID: 37340093 PMCID: PMC10403542 DOI: 10.1038/s41416-023-02309-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 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: 09/20/2022] [Revised: 05/08/2023] [Accepted: 06/05/2023] [Indexed: 06/22/2023] Open
Abstract
BACKGROUND Recurrent genetic lesions provide basis for risk assessment in pediatric acute lymphoblastic leukemia (ALL). However, current prognostic classifiers rely on a limited number of predefined sets of alterations. METHODS Disease-relevant copy number aberrations (CNAs) were screened genome-wide in 260 children with B-cell precursor ALL. Results were integrated with cytogenetic data to improve risk assessment. RESULTS CNAs were detected in 93.8% (n = 244) of the patients. First, cytogenetic profiles were combined with IKZF1 status (IKZF1normal, IKZF1del and IKZF1plus) and three prognostic subgroups were distinguished with significantly different 5-year event-free survival (EFS) rates, IKAROS-low (n = 215): 86.3%, IKAROS-medium (n = 27): 57.4% and IKAROS-high (n = 18): 37.5%. Second, contribution of genetic aberrations to the clinical outcome was assessed and an aberration-specific score was assigned to each prognostically relevant alteration. By aggregating the scores of aberrations emerging in individual patients, personalized cumulative values were calculated and used for defining four prognostic subgroups with distinct clinical outcomes. Two favorable subgroups included 60% of patients (n = 157) with a 5-year EFS of 96.3% (excellent risk, n = 105) and 87.2% (good risk, n = 52), respectively; while 40% of patients (n = 103) showed high (n = 74) or ultra-poor (n = 29) risk profile (5-year EFS: 67.4% and 39.0%, respectively). CONCLUSIONS PersonALL, our conceptually novel prognostic classifier considers all combinations of co-segregating genetic alterations, providing a highly personalized patient stratification.
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Affiliation(s)
- Gábor Bedics
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Bálint Egyed
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Lili Kotmayer
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | | | | | - Anna Bekő
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Lajos László Hegyi
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Bence Bátai
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Szilvia Krizsán
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gergely Kriván
- Central Hospital of Southern Pest - National Institute of Hematology and Infectious Diseases, Budapest, Hungary
| | - Dániel J Erdélyi
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Judit Müller
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Irén Haltrich
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | - Béla Kajtár
- Department of Pathology, University of Pécs Medical School, Pécs, Hungary
| | - László Pajor
- Department of Pathology, University of Pécs Medical School, Pécs, Hungary
| | - Ágnes Vojcek
- Department of Pediatrics, University of Pécs Medical School, Pécs, Hungary
| | - Gábor Ottóffy
- Department of Pediatrics, University of Pécs Medical School, Pécs, Hungary
| | - Anikó Ujfalusi
- Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - István Szegedi
- Division of Pediatric Hematology-Oncology, Institute of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Lilla Györgyi Tiszlavicz
- Department of Paediatrics and Paediatric Health Care Center, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Katalin Bartyik
- Department of Paediatrics and Paediatric Health Care Center, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Krisztina Csanádi
- Hemato-Oncology Unit, Heim Pál Children's Hospital, Budapest, Hungary
| | - György Péter
- Hemato-Oncology Unit, Heim Pál Children's Hospital, Budapest, Hungary
| | - Réka Simon
- Hemato-Oncology and Stem Cell Transplantation Unit, Velkey László Children's Health Center, Miskolc, Hungary
| | - Péter Hauser
- Hemato-Oncology and Stem Cell Transplantation Unit, Velkey László Children's Health Center, Miskolc, Hungary
| | - Ágnes Kelemen
- Hemato-Oncology and Stem Cell Transplantation Unit, Velkey László Children's Health Center, Miskolc, Hungary
| | - Endre Sebestyén
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Zsuzsanna Jakab
- Hungarian Childhood Cancer Registry, Hungarian Pediatric Oncology Network, Budapest, Hungary
| | - András Matolcsy
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
- Department of Laboratory Medicine, Karolinska Institute, Solna, Sweden
| | - Csongor Kiss
- Division of Pediatric Hematology-Oncology, Institute of Pediatrics, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Gábor Kovács
- Department of Pediatrics, Semmelweis University, Budapest, Hungary
| | | | - Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Donát Alpár
- HCEMM-SE Molecular Oncohematology Research Group, Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary.
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Backe SJ, Votra SD, Stokes MP, Sebestyén E, Castelli M, Torielli L, Colombo G, Woodford MR, Mollapour M, Bourboulia D. PhosY-secretome profiling combined with kinase-substrate interaction screening defines active c-Src-driven extracellular signaling. Cell Rep 2023; 42:112539. [PMID: 37243593 PMCID: PMC10569185 DOI: 10.1016/j.celrep.2023.112539] [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: 10/03/2022] [Revised: 04/07/2023] [Accepted: 05/03/2023] [Indexed: 05/29/2023] Open
Abstract
c-Src tyrosine kinase is a renowned key intracellular signaling molecule and a potential target for cancer therapy. Secreted c-Src is a recent observation, but how it contributes to extracellular phosphorylation remains elusive. Using a series of domain deletion mutants, we show that the N-proximal region of c-Src is essential for its secretion. The tissue inhibitor of metalloproteinases 2 (TIMP2) is an extracellular substrate of c-Src. Limited proteolysis-coupled mass spectrometry and mutagenesis studies verify that the Src homology 3 (SH3) domain of c-Src and the P31VHP34 motif of TIMP2 are critical for their interaction. Comparative phosphoproteomic analyses identify an enrichment of PxxP motifs in phosY-containing secretomes from c-Src-expressing cells with cancer-promoting roles. Inhibition of extracellular c-Src using custom SH3-targeting antibodies disrupt kinase-substrate complexes and inhibit cancer cell proliferation. These findings point toward an intricate role for c-Src in generating phosphosecretomes, which will likely influence cell-cell communication, particularly in c-Src-overexpressing cancers.
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Affiliation(s)
- Sarah J Backe
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - SarahBeth D Votra
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | | | | | - Matteo Castelli
- Dipartimento di Chimica, Università di Pavia, 27100 Pavia, Italy
| | - Luca Torielli
- Dipartimento di Chimica, Università di Pavia, 27100 Pavia, Italy
| | - Giorgio Colombo
- Dipartimento di Chimica, Università di Pavia, 27100 Pavia, Italy
| | - Mark R Woodford
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Mehdi Mollapour
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY 13210, USA
| | - Dimitra Bourboulia
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Department of Biochemistry and Molecular Biology, SUNY Upstate Medical University, Syracuse, NY 13210, USA; Upstate Cancer Center, SUNY Upstate Medical University, Syracuse, NY 13210, USA.
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5
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Kerschbamer E, Arnoldi M, Tripathi T, Pellegrini M, Maturi S, Erdin S, Salviato E, Di Leva F, Sebestyén E, Dassi E, Zarantonello G, Benelli M, Campos E, Basson M, Gusella J, Gustincich S, Piazza S, Demichelis F, Talkowski M, Ferrari F, Biagioli M. CHD8 suppression impacts on histone H3 lysine 36 trimethylation and alters RNA alternative splicing. Nucleic Acids Res 2022; 50:12809-12828. [PMID: 36537238 PMCID: PMC9825192 DOI: 10.1093/nar/gkac1134] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 11/03/2022] [Accepted: 11/10/2022] [Indexed: 12/24/2022] Open
Abstract
Disruptive mutations in the chromodomain helicase DNA-binding protein 8 gene (CHD8) have been recurrently associated with autism spectrum disorders (ASDs). Here we investigated how chromatin reacts to CHD8 suppression by analyzing a panel of histone modifications in induced pluripotent stem cell-derived neural progenitors. CHD8 suppression led to significant reduction (47.82%) in histone H3K36me3 peaks at gene bodies, particularly impacting on transcriptional elongation chromatin states. H3K36me3 reduction specifically affects highly expressed, CHD8-bound genes and correlates with altered alternative splicing patterns of 462 genes implicated in 'regulation of RNA splicing' and 'mRNA catabolic process'. Mass spectrometry analysis uncovered a novel interaction between CHD8 and the splicing regulator heterogeneous nuclear ribonucleoprotein L (hnRNPL), providing the first mechanistic insights to explain the CHD8 suppression-derived splicing phenotype, partly implicating SETD2, a H3K36me3 methyltransferase. In summary, our results point toward broad molecular consequences of CHD8 suppression, entailing altered histone deposition/maintenance and RNA processing regulation as important regulatory processes in ASD.
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Affiliation(s)
- Emanuela Kerschbamer
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Michele Arnoldi
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Takshashila Tripathi
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Miguel Pellegrini
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Samuele Maturi
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Serkan Erdin
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - Elisa Salviato
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
| | - Francesca Di Leva
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Endre Sebestyén
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
| | - Erik Dassi
- Laboratory of RNA Regulatory Networks, Department of Cellular, Computational and Integrative Biology, (CIBIO), University of Trento, Trento, Italy
| | - Giulia Zarantonello
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
| | - Matteo Benelli
- Bioinformatics Unit, Hospital of Prato, Istituto Toscano Tumori, Prato, Italy
| | - Eric Campos
- Genetics & Genome Biology Program, The Hospital for Sick Children, Toronto, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, Canada
| | - M Albert Basson
- Centre for Craniofacial and Regenerative Biology and MRC Centre for Neurodevelopmental Disorders, King's College London, London, UK
| | - James F Gusella
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - Stefano Gustincich
- Central RNA Laboratory, Istituto Italiano di Tecnologia (IIT), Genova, Italy
| | - Silvano Piazza
- Bioinformatic facility, Department of Cellular, Computational and Integrative Biology (CIBIO) University of Trento, Italy
| | - Francesca Demichelis
- Laboratory of Computational and Functional Oncology, Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, Trento, Italy
| | - Michael E Talkowski
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
- Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - Francesco Ferrari
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
- CNR Institute of Molecular Genetics ‘Luigi Luca Cavalli-Sforza’, Pavia, Italy
| | - Marta Biagioli
- NeuroEpigenetics laboratory, Department of Cellular, Computational and Integrative Biology, (CIBIO) University of Trento, Trento, Italy
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6
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Romhányi D, Szabó K, Kemény L, Sebestyén E, Groma G. Transcriptional Analysis-Based Alterations Affecting Neuritogenesis of the Peripheral Nervous System in Psoriasis. Life (Basel) 2022; 12:111. [PMID: 35054504 PMCID: PMC8778302 DOI: 10.3390/life12010111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/03/2022] [Accepted: 01/04/2022] [Indexed: 11/17/2022] Open
Abstract
An increasing amount of evidence indicates the critical role of the cutaneous nervous system in the initiation and maintenance of psoriatic skin lesions by neurogenic inflammation. However, molecular mechanisms affecting cutaneous neurons are largely uncharacterized. Therefore, we reanalyzed a psoriatic RNA sequencing dataset from published transcriptome experiments of nearly 300 individuals. Using the Ingenuity Pathway Analysis software, we associated several hundreds of differentially expressed transcripts (DETs) to nervous system development and functions. Since neuronal projections were previously reported to be affected in psoriasis, we performed an in-depth analysis of neurite formation-related process. Our in silico analysis suggests that SEMA-PLXN and ROBO-DCC-UNC5 regulating axonal growth and repulsion are differentially affected in non-lesional and lesional skin samples. We identified opposing expressional alterations in secreted ligands for axonal guidance signaling (RTN4/NOGOA, NTNs, SEMAs, SLITs) and non-conventional axon guidance regulating ligands, including WNT5A and their receptors, modulating axon formation. These differences in neuritogenesis may explain the abnormal cutaneous nerve filament formation described in psoriatic skin. The processes also influence T-cell activation and infiltration, thus highlighting an additional angle of the crosstalk between the cutaneous nervous system and the immune responses in psoriasis pathogenesis, in addition to the known neurogenic pro-inflammatory mediators.
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Affiliation(s)
- Dóra Romhányi
- Department of Dermatology and Allergology, University of Szeged, H-6720 Szeged, Hungary; (D.R.); (K.S.); (L.K.)
| | - Kornélia Szabó
- Department of Dermatology and Allergology, University of Szeged, H-6720 Szeged, Hungary; (D.R.); (K.S.); (L.K.)
- Hungarian Centre of Excellence for Molecular Medicine-University of Szeged Skin Research Group (HCEMM-USZ Skin Research Group), University of Szeged, H-6720 Szeged, Hungary
- Eötvös Loránd Research Network, MTA-SZTE Dermatological Research Group, H-6720 Szeged, Hungary
| | - Lajos Kemény
- Department of Dermatology and Allergology, University of Szeged, H-6720 Szeged, Hungary; (D.R.); (K.S.); (L.K.)
- Hungarian Centre of Excellence for Molecular Medicine-University of Szeged Skin Research Group (HCEMM-USZ Skin Research Group), University of Szeged, H-6720 Szeged, Hungary
- Eötvös Loránd Research Network, MTA-SZTE Dermatological Research Group, H-6720 Szeged, Hungary
| | - Endre Sebestyén
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, H-1085 Budapest, Hungary;
| | - Gergely Groma
- Department of Dermatology and Allergology, University of Szeged, H-6720 Szeged, Hungary; (D.R.); (K.S.); (L.K.)
- Eötvös Loránd Research Network, MTA-SZTE Dermatological Research Group, H-6720 Szeged, Hungary
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7
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Sebestyén E, Nagy Á, Marosvári D, Rajnai H, Kajtár B, Deák B, Matolcsy A, Brandner S, Storhoff J, Chen N, Bagó AG, Bödör C, Reiniger L. Distinct miRNA Expression Signatures of Primary and Secondary Central Nervous System Lymphomas. J Mol Diagn 2021; 24:224-240. [DOI: 10.1016/j.jmoldx.2021.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 10/21/2021] [Accepted: 11/22/2021] [Indexed: 01/07/2023] Open
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8
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Dankó B, Szikora P, Pór T, Szeifert A, Sebestyén E. SplicingFactory-splicing diversity analysis for transcriptome data. Bioinformatics 2021; 38:384-390. [PMID: 34499147 PMCID: PMC8722757 DOI: 10.1093/bioinformatics/btab648] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 07/31/2021] [Accepted: 09/06/2021] [Indexed: 02/03/2023] Open
Abstract
MOTIVATION Alternative splicing contributes to the diversity of RNA found in biological samples. Current tools investigating patterns of alternative splicing check for coordinated changes in the expression or relative ratio of RNA isoforms where specific isoforms are up- or down-regulated in a condition. However, the molecular process of splicing is stochastic and changes in RNA isoform diversity for a gene might arise between samples or conditions. A specific condition can be dominated by a single isoform, while multiple isoforms with similar expression levels can be present in a different condition. These changes might be the result of mutations, drug treatments or differences in the cellular or tissue environment. Here, we present a tool for the characterization and analysis of RNA isoform diversity using isoform level expression measurements. RESULTS We developed an R package called SplicingFactory, to calculate various RNA isoform diversity metrics, and compare them across conditions. Using the package, we tested the effect of RNA-seq quantification tools, quantification uncertainty, gene expression levels and isoform numbers on the isoform diversity calculation. We analyzed a set of CD34+ hematopoietic stem cells and myelodysplastic syndrome samples and found a set of genes whose isoform diversity change is associated with SF3B1 mutations. AVAILABILITY AND IMPLEMENTATION The SplicingFactory package is freely available under the GPL-3.0 license from Bioconductor for the Windows, MacOS and Linux operating systems (https://www.bioconductor.org/packages/release/bioc/html/SplicingFactory.html). SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Benedek Dankó
- Department of Genetics, Eötvös Loránd University, Budapest H-1053, Hungary
| | - Péter Szikora
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest H-1085, Hungary
| | - Tamás Pór
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest H-1085, Hungary
| | - Alexa Szeifert
- Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Budapest H-1083, Hungary
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9
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Bödör C, Kotmayer L, László T, Takács F, Barna G, Kiss R, Sebestyén E, Nagy T, Hegyi LL, Mikala G, Fekete S, Farkas P, Balogh A, Masszi T, Demeter J, Weisinger J, Alizadeh H, Kajtár B, Kohl Z, Szász R, Gergely L, Gurbity Pálfi T, Sulák A, Kollár B, Egyed M, Plander M, Rejtő L, Szerafin L, Ilonczai P, Tamáska P, Pettendi P, Lévai D, Schneider T, Sebestyén A, Csermely P, Matolcsy A, Mátrai Z, Alpár D. Screening and monitoring of the BTK C481S mutation in a real-world cohort of patients with relapsed/refractory chronic lymphocytic leukaemia during ibrutinib therapy. Br J Haematol 2021; 194:355-364. [PMID: 34019713 DOI: 10.1111/bjh.17502] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 04/01/2021] [Indexed: 11/28/2022]
Abstract
The Bruton's tyrosine kinase (BTK) inhibitor ibrutinib has revolutionised the therapeutic landscape of chronic lymphocytic leukaemia (CLL). Acquired mutations emerging at position C481 in the BTK tyrosine kinase domain are the predominant genetic alterations associated with secondary ibrutinib resistance. To assess the correlation between disease progression, and the emergence and temporal dynamics of the most common resistance mutation BTKC481S , sensitive (10-4 ) time-resolved screening was performed in 83 relapsed/refractory CLL patients during single-agent ibrutinib treatment. With a median follow-up time of 40 months, BTKC481S was detected in 48·2% (40/83) of the patients, with 80·0% (32/40) of them showing disease progression during the examined period. In these 32 cases, representing 72·7% (32/44) of all patients experiencing relapse, emergence of the BTKC481S mutation preceded the symptoms of clinical relapse with a median of nine months. Subsequent Bcl-2 inhibition therapy applied in 28/32 patients harbouring BTKC481S and progressing on ibrutinib conferred clinical and molecular remission across the patients. Our study demonstrates the clinical value of sensitive BTKC481S monitoring with the largest longitudinally analysed real-world patient cohort reported to date and validates the feasibility of an early prediction of relapse in the majority of ibrutinib-treated relapsed/refractory CLL patients experiencing disease progression.
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Affiliation(s)
- Csaba Bödör
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Lili Kotmayer
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Tamás László
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Ferenc Takács
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Barna
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Richárd Kiss
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Endre Sebestyén
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Tibor Nagy
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Lajos László Hegyi
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Gábor Mikala
- South-Pest Central Hospital-National Institute of Hematology and Infectology, Budapest, Hungary
| | - Sándor Fekete
- South-Pest Central Hospital-National Institute of Hematology and Infectology, Budapest, Hungary
| | - Péter Farkas
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Alexandra Balogh
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Tamás Masszi
- Department of Internal Medicine and Hematology, Semmelweis University, Budapest, Hungary
| | - Judit Demeter
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Júlia Weisinger
- Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Hussain Alizadeh
- 1st Department of Internal Medicine, Clinical Centre, University of Pécs, Pécs, Hungary
| | - Béla Kajtár
- Department of Pathology, University of Pécs Medical School, Pécs, Hungary
| | - Zoltán Kohl
- 1st Department of Internal Medicine, Clinical Centre, University of Pécs, Pécs, Hungary
| | - Róbert Szász
- Division of Hematology, Department of Internal Medicine, University of Debrecen, Debrecen, Hungary
| | - Lajos Gergely
- Division of Hematology, Department of Internal Medicine, University of Debrecen, Debrecen, Hungary
| | - Timea Gurbity Pálfi
- 2nd Department of Internal Medicine and Cardiology Center, University of Szeged, Szeged, Hungary
| | - Adrienn Sulák
- 2nd Department of Internal Medicine and Cardiology Center, University of Szeged, Szeged, Hungary
| | - Balázs Kollár
- Kaposi Mór University Teaching Hospital of County Somogy, Kaposvár, Hungary
| | - Miklós Egyed
- Kaposi Mór University Teaching Hospital of County Somogy, Kaposvár, Hungary
| | - Márk Plander
- Markusovszky University Teaching Hospital, Szombathely, Hungary
| | - László Rejtő
- Hospitals of County Szabolcs-Szatmár-Bereg and University Teaching Hospital, Nyíregyháza, Hungary
| | - László Szerafin
- Hospitals of County Szabolcs-Szatmár-Bereg and University Teaching Hospital, Nyíregyháza, Hungary
| | - Péter Ilonczai
- Hospitals of County Szabolcs-Szatmár-Bereg and University Teaching Hospital, Nyíregyháza, Hungary.,Markhot Ferenc Teaching Hospital of County Heves, Eger, Hungary
| | - Péter Tamáska
- Borsod-Abaúj-Zemplén County Hospital and University Teaching Hospital, Miskolc, Hungary
| | - Piroska Pettendi
- Hetényi Géza Hospital and Clinic of County Jász-Nagykun-Szolnok, Szolnok, Hungary
| | - Dóra Lévai
- National Institute of Oncology, Budapest, Hungary
| | | | - Anna Sebestyén
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Péter Csermely
- Department of Molecular Biology, Institute of Biochemistry and Molecular Biology, Semmelweis University, Budapest, Hungary
| | - András Matolcsy
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary.,Department of Laboratory Medicine, Karolinska Institute, Solna, Sweden
| | - Zoltán Mátrai
- South-Pest Central Hospital-National Institute of Hematology and Infectology, Budapest, Hungary
| | - Donát Alpár
- HCEMM-SE Molecular Oncohematology Research Group, 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
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Sebestyén E, Marullo F, Lucini F, Petrini C, Bianchi A, Valsoni S, Olivieri I, Antonelli L, Gregoretti F, Oliva G, Ferrari F, Lanzuolo C. SAMMY-seq reveals early alteration of heterochromatin and deregulation of bivalent genes in Hutchinson-Gilford Progeria Syndrome. Nat Commun 2020; 11:6274. [PMID: 33293552 PMCID: PMC7722762 DOI: 10.1038/s41467-020-20048-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 11/05/2020] [Indexed: 12/14/2022] Open
Abstract
Hutchinson-Gilford progeria syndrome is a genetic disease caused by an aberrant form of Lamin A resulting in chromatin structure disruption, in particular by interfering with lamina associated domains. Early molecular alterations involved in chromatin remodeling have not been identified thus far. Here, we present SAMMY-seq, a high-throughput sequencing-based method for genome-wide characterization of heterochromatin dynamics. Using SAMMY-seq, we detect early stage alterations of heterochromatin structure in progeria primary fibroblasts. These structural changes do not disrupt the distribution of H3K9me3 in early passage cells, thus suggesting that chromatin rearrangements precede H3K9me3 alterations described at later passages. On the other hand, we observe an interplay between changes in chromatin accessibility and Polycomb regulation, with site-specific H3K27me3 variations and transcriptional dysregulation of bivalent genes. We conclude that the correct assembly of lamina associated domains is functionally connected to the Polycomb repression and rapidly lost in early molecular events of progeria pathogenesis.
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Affiliation(s)
- Endre Sebestyén
- IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy
- 1st Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Fabrizia Marullo
- Institute of Cell Biology and Neurobiology, National Research Council, Rome, Italy
| | - Federica Lucini
- Istituto Nazionale Genetica Molecolare "Romeo ed Enrica Invernizzi", Milan, Italy
| | | | - Andrea Bianchi
- Institute of Cell Biology and Neurobiology, National Research Council, Rome, Italy
- IRCCS Santa Lucia Foundation, Rome, Italy
| | - Sara Valsoni
- IRCCS Santa Lucia Foundation, Rome, Italy
- Institute for High Performance Computing and Networking, National Research Council, Naples, Italy
| | - Ilaria Olivieri
- Institute of Cell Biology and Neurobiology, National Research Council, Rome, Italy
| | - Laura Antonelli
- Institute for High Performance Computing and Networking, National Research Council, Naples, Italy
| | - Francesco Gregoretti
- Institute for High Performance Computing and Networking, National Research Council, Naples, Italy
| | - Gennaro Oliva
- Institute for High Performance Computing and Networking, National Research Council, Naples, Italy
| | - Francesco Ferrari
- IFOM, The FIRC Institute of Molecular Oncology, Milan, Italy.
- Institute of Molecular Genetics, National Research Council, Pavia, Italy.
| | - Chiara Lanzuolo
- Istituto Nazionale Genetica Molecolare "Romeo ed Enrica Invernizzi", Milan, Italy.
- Institute of Biomedical Technologies, National Research Council, Milan, Italy.
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11
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Szücs A, Paku S, Sebestyén E, Nagy P, Dezső K. Postnatal, ontogenic liver growth accomplished by biliary/oval cell proliferation and differentiation. PLoS One 2020; 15:e0233736. [PMID: 32470002 PMCID: PMC7259787 DOI: 10.1371/journal.pone.0233736] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 05/11/2020] [Indexed: 12/18/2022] Open
Abstract
INTRODUCTION The liver is well known for its enormous regenerative capacity. If the hepatocytes are compromised the reserve stem cells can regrow the lost tissue by means of oval cells differentiating into hepatocytes. We were curious whether this standby system was able to compensate for ontogenic liver growth arrested by 2-acetylaminofluorene (AAF) treatment or if it can be influenced by cholic acid, known to promote liver growth in several reactions. METHODS (i) Four weeks-old (60-70g) male F344 rats were kept on standard chow and treated with solvent only, (ii) others were kept on 0,2% cholic acid (CA) enriched diet, (iii) treated with AAF, or (iiii) given a combination of CA diet and AAF treatment (AAF/CA). The proliferative response of epithelial cells was characterized by pulse bromodeoxyuridine labelling. The relative gene expression levels of senescence-related factors and bile acid receptors were determined by quantitative real-time polymerase chain reaction analysis. RESULTS AAF administration efficiently inhibited the physiological proliferation of hepatocytes in young, male F344 rats after weaning. The activation of stem cells was indicated by the increased proliferation of periportal biliary/oval cells (B/OC). If the rats were fed additionally by cholic acid enriched diet, typical oval cell reaction emerged, subsequently the oval cells differentiated into hepatocytes restituting liver growth. This reaction was mediated by increased production of HGF, IL-6 and SCF by the damaged liver. Moreover, upregulation of FXR expression on B/OC made them competent for bile acids. Our results indicate that endogenous, autocrine mechanisms involved in liver ontogeny are also able to activate the backup regenerative machinery of stem cells.
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Affiliation(s)
- Armanda Szücs
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Sándor Paku
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Endre Sebestyén
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Péter Nagy
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
| | - Katalin Dezső
- First Department of Pathology and Experimental Cancer Research, Semmelweis University, Budapest, Hungary
- * E-mail:
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12
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Atashpaz S, Samadi Shams S, Gonzalez JM, Sebestyén E, Arghavanifard N, Gnocchi A, Albers E, Minardi S, Faga G, Soffientini P, Allievi E, Cancila V, Bachi A, Fernández-Capetillo Ó, Tripodo C, Ferrari F, López-Contreras AJ, Costanzo V. ATR expands embryonic stem cell fate potential in response to replication stress. eLife 2020; 9:54756. [PMID: 32163370 PMCID: PMC7067586 DOI: 10.7554/elife.54756] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [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: 12/27/2019] [Accepted: 02/14/2020] [Indexed: 12/20/2022] Open
Abstract
Unrepaired DNA damage during embryonic development can be potentially inherited by a large population of cells. However, the quality control mechanisms that minimize the contribution of damaged cells to developing embryos remain poorly understood. Here, we uncovered an ATR- and CHK1-mediated transcriptional response to replication stress (RS) in mouse embryonic stem cells (ESCs) that induces genes expressed in totipotent two-cell (2C) stage embryos and 2C-like cells. This response is mediated by Dux, a multicopy retrogene defining the cleavage-specific transcriptional program in placental mammals. In response to RS, DUX triggers the transcription of 2C-like markers such as murine endogenous retrovirus-like elements (MERVL) and Zscan4. This response can also be elicited by ETAA1-mediated ATR activation in the absence of RS. ATR-mediated activation of DUX requires GRSF1-dependent post-transcriptional regulation of Dux mRNA. Strikingly, activation of ATR expands ESCs fate potential by extending their contribution to both embryonic and extra-embryonic tissues. These findings define a novel ATR dependent pathway involved in maintaining genome stability in developing embryos by controlling ESCs fate in response to RS.
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Affiliation(s)
- Sina Atashpaz
- IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy
| | | | | | | | - Negar Arghavanifard
- IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Andrea Gnocchi
- IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Eliene Albers
- Center for Chromosome Stability and Center for Healthy Aging, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Simone Minardi
- IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy.,Cogentech, IFOM-The FIRC Institute of Molecular Oncology Milan, Milan, Italy
| | - Giovanni Faga
- Experimental Therapeutics Program, IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy
| | | | - Elisa Allievi
- Cogentech, IFOM-The FIRC Institute of Molecular Oncology Milan, Milan, Italy
| | - Valeria Cancila
- Tumor Immunology Unit, Department of Health Sciences, Human Pathology Section, University of Palermo School of Medicine Palermo, Palermo, Italy
| | - Angela Bachi
- IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy
| | - Óscar Fernández-Capetillo
- Spanish National Cancer Research Center, Madrid, Spain.,Science for Life Laboratory, Division of Genome Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, Stockholm, Sweden
| | - Claudio Tripodo
- Tumor Immunology Unit, Department of Health Sciences, Human Pathology Section, University of Palermo School of Medicine Palermo, Palermo, Italy
| | | | - Andrés Joaquin López-Contreras
- Center for Chromosome Stability and Center for Healthy Aging, Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Vincenzo Costanzo
- IFOM-The FIRC Institute of Molecular Oncology, Milan, Italy.,Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
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13
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Sebestyén E, Singh B, Miñana B, Pagès A, Mateo F, Pujana MA, Valcárcel J, Eyras E. Corrigendum: Large-scale analysis of genome and transcriptome alterations in multiple tumors unveils novel cancer-relevant splicing networks. Genome Res 2018; 28:1426. [PMID: 30181341 DOI: 10.1101/gr.242214.118] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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14
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Affiliation(s)
- Chiara Bruckmann
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
- IPA (IFOM Postdoc Association), IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
- * E-mail: (CB); (ES)
| | - Endre Sebestyén
- IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
- IPA (IFOM Postdoc Association), IFOM, the FIRC Institute of Molecular Oncology, Milan, Italy
- * E-mail: (CB); (ES)
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15
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Trincado JL, Sebestyén E, Pagés A, Eyras E. The prognostic potential of alternative transcript isoforms across human tumors. Genome Med 2016; 8:85. [PMID: 27535130 PMCID: PMC4989457 DOI: 10.1186/s13073-016-0339-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Accepted: 07/27/2016] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Phenotypic changes during cancer progression are associated with alterations in gene expression, which can be exploited to build molecular signatures for tumor stage identification and prognosis. However, it is not yet known whether the relative abundance of transcript isoforms may be informative for clinical stage and survival. METHODS Using information theory and machine learning methods, we integrated RNA sequencing and clinical data from The Cancer Genome Atlas project to perform the first systematic analysis of the prognostic potential of transcript isoforms in 12 solid tumors to build new signatures for stage and prognosis. This study was also performed in breast tumors according to estrogen receptor (ER) status and melanoma tumors with proliferative and invasive phenotypes. RESULTS Transcript isoform signatures accurately separate early from late-stage groups and metastatic from non-metastatic tumors, and are predictive of the survival of patients with undetermined lymph node invasion or metastatic status. These signatures show similar, and sometimes better, accuracies compared with known gene expression signatures in retrospective data and are largely independent of gene expression changes. Furthermore, we show frequent transcript isoform changes in breast tumors according to ER status, and in melanoma tumors according to the invasive or proliferative phenotype, and derive accurate predictive models of stage and survival within each patient subgroup. CONCLUSIONS Our analyses reveal new signatures based on transcript isoform abundances that characterize tumor phenotypes and their progression independently of gene expression. Transcript isoform signatures appear especially relevant to determine lymph node invasion and metastasis and may potentially contribute towards current strategies of precision cancer medicine.
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Affiliation(s)
- Juan L Trincado
- Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, E08003, Barcelona, Spain
| | - E Sebestyén
- IFOM, the FIRC Institute of Molecular Oncology, Via Adamello 16, 20139, Milan, Italy
| | - A Pagés
- Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, E08003, Barcelona, Spain
| | - E Eyras
- Universitat Pompeu Fabra (UPF), Dr. Aiguader 88, E08003, Barcelona, Spain. .,Catalan Institution for Research and Advanced Studies (ICREA), Passeig Lluís Companys 23, E08010, Barcelona, Spain.
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16
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Sebestyén E, Singh B, Miñana B, Pagès A, Mateo F, Pujana MA, Valcárcel J, Eyras E. Large-scale analysis of genome and transcriptome alterations in multiple tumors unveils novel cancer-relevant splicing networks. Genome Res 2016; 26:732-44. [PMID: 27197215 PMCID: PMC4889968 DOI: 10.1101/gr.199935.115] [Citation(s) in RCA: 176] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2015] [Accepted: 04/11/2016] [Indexed: 01/18/2023]
Abstract
Alternative splicing is regulated by multiple RNA-binding proteins and influences the expression of most eukaryotic genes. However, the role of this process in human disease, and particularly in cancer, is only starting to be unveiled. We systematically analyzed mutation, copy number, and gene expression patterns of 1348 RNA-binding protein (RBP) genes in 11 solid tumor types, together with alternative splicing changes in these tumors and the enrichment of binding motifs in the alternatively spliced sequences. Our comprehensive study reveals widespread alterations in the expression of RBP genes, as well as novel mutations and copy number variations in association with multiple alternative splicing changes in cancer drivers and oncogenic pathways. Remarkably, the altered splicing patterns in several tumor types recapitulate those of undifferentiated cells. These patterns are predicted to be mainly controlled by MBNL1 and involve multiple cancer drivers, including the mitotic gene NUMA1 We show that NUMA1 alternative splicing induces enhanced cell proliferation and centrosome amplification in nontumorigenic mammary epithelial cells. Our study uncovers novel splicing networks that potentially contribute to cancer development and progression.
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Affiliation(s)
| | - Babita Singh
- Universitat Pompeu Fabra, E08003 Barcelona, Spain
| | - Belén Miñana
- Universitat Pompeu Fabra, E08003 Barcelona, Spain; Centre for Genomic Regulation, E08003 Barcelona, Spain
| | - Amadís Pagès
- Universitat Pompeu Fabra, E08003 Barcelona, Spain
| | - Francesca Mateo
- Program Against Cancer Therapeutic Resistance (ProCURE), Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), E08908 L'Hospitalet del Llobregat, Spain
| | - Miguel Angel Pujana
- Program Against Cancer Therapeutic Resistance (ProCURE), Catalan Institute of Oncology (ICO), Bellvitge Institute for Biomedical Research (IDIBELL), E08908 L'Hospitalet del Llobregat, Spain
| | - Juan Valcárcel
- Universitat Pompeu Fabra, E08003 Barcelona, Spain; Centre for Genomic Regulation, E08003 Barcelona, Spain; Catalan Institution for Research and Advanced Studies, E08010 Barcelona, Spain
| | - Eduardo Eyras
- Universitat Pompeu Fabra, E08003 Barcelona, Spain; Catalan Institution for Research and Advanced Studies, E08010 Barcelona, Spain
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17
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Abstract
The determination of the alternative splicing isoforms expressed in cancer is fundamental for the development of tumor-specific molecular targets for prognosis and therapy, but it is hindered by the heterogeneity of tumors and the variability across patients. We developed a new computational method, robust to biological and technical variability, which identifies significant transcript isoform changes across multiple samples. We applied this method to more than 4000 samples from the The Cancer Genome Atlas project to obtain novel splicing signatures that are predictive for nine different cancer types, and find a specific signature for basal-like breast tumors involving the tumor-driver CTNND1. Additionally, our method identifies 244 isoform switches, for which the change occurs in the most abundant transcript. Some of these switches occur in known tumor drivers, including PPARG, CCND3, RALGDS, MITF, PRDM1, ABI1 and MYH11, for which the switch implies a change in the protein product. Moreover, some of the switches cannot be described with simple splicing events. Surprisingly, isoform switches are independent of somatic mutations, except for the tumor-suppressor FBLN2 and the oncogene MYH11. Our method reveals novel signatures of cancer in terms of transcript isoforms specifically expressed in tumors, providing novel potential molecular targets for prognosis and therapy. Data and software are available at: http://dx.doi.org/10.6084/m9.figshare.1061917 and https://bitbucket.org/regulatorygenomicsupf/iso-ktsp.
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Affiliation(s)
- Endre Sebestyén
- Computational Genomics, Universitat Pompeu Fabra, Dr. Aiguader 88, E08003 Barcelona, Spain
| | - Michał Zawisza
- Universitat Politècnica de Catalunya, Jordi Girona 1-3, E08034 Barcelona, Spain
| | - Eduardo Eyras
- Computational Genomics, Universitat Pompeu Fabra, Dr. Aiguader 88, E08003 Barcelona, Spain Catalan Institution for Research and Advanced Studies, Passeig Lluís Companys 23, E08010 Barcelona, Spain
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Paronetto M, Bernardis I, Volpe E, Bechara E, Sebestyén E, Eyras E, Valcárcel J. Regulation of FAS Exon Definition and Apoptosis by the Ewing Sarcoma Protein. Cell Rep 2014; 7:1211-26. [DOI: 10.1016/j.celrep.2014.03.077] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2013] [Revised: 02/16/2014] [Accepted: 03/31/2014] [Indexed: 12/18/2022] Open
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Bechara EG, Sebestyén E, Bernardis I, Eyras E, Valcárcel J. RBM5, 6, and 10 differentially regulate NUMB alternative splicing to control cancer cell proliferation. Mol Cell 2013; 52:720-33. [PMID: 24332178 DOI: 10.1016/j.molcel.2013.11.010] [Citation(s) in RCA: 238] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Revised: 09/18/2013] [Accepted: 10/22/2013] [Indexed: 12/25/2022]
Abstract
RBM5, a regulator of alternative splicing of apoptotic genes, and its highly homologous RBM6 and RBM10 are RNA-binding proteins frequently deleted or mutated in lung cancer. We report that RBM5/6 and RBM10 antagonistically regulate the proliferative capacity of cancer cells and display distinct positional effects in alternative splicing regulation. We identify the Notch pathway regulator NUMB as a key target of these factors in the control of cell proliferation. NUMB alternative splicing, which is frequently altered in lung cancer, can regulate colony and xenograft tumor formation, and its modulation recapitulates or antagonizes the effects of RBM5, 6, and 10 in cell colony formation. RBM10 mutations identified in lung cancer cells disrupt NUMB splicing regulation to promote cell growth. Our results reveal a key genetic circuit in the control of cancer cell proliferation.
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Affiliation(s)
- Elias G Bechara
- Centre de Regulació Genòmica, Dr. Aiguader, 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra, Dr. Aiguader, 88, 08003 Barcelona, Spain
| | - Endre Sebestyén
- Universitat Pompeu Fabra, Dr. Aiguader, 88, 08003 Barcelona, Spain
| | | | - Eduardo Eyras
- Universitat Pompeu Fabra, Dr. Aiguader, 88, 08003 Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Dr. Aiguader, 88, 08003 Barcelona, Spain
| | - Juan Valcárcel
- Centre de Regulació Genòmica, Dr. Aiguader, 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra, Dr. Aiguader, 88, 08003 Barcelona, Spain; Institució Catalana de Recerca i Estudis Avançats (ICREA), Dr. Aiguader, 88, 08003 Barcelona, Spain.
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Soós V, Sebestyén E, Posta M, Kohout L, Light ME, Van Staden J, Balázs E. Molecular aspects of the antagonistic interaction of smoke-derived butenolides on the germination process of Grand Rapids lettuce (Lactuca sativa) achenes. New Phytol 2012; 196:1060-1073. [PMID: 23046112 DOI: 10.1111/j.1469-8137.2012.04358.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2012] [Accepted: 08/23/2012] [Indexed: 06/01/2023]
Abstract
Smoke-derived compounds provide a strong chemical signal to seeds in the soil seed bank, allowing them to take advantage of the germination niche created by the occurrence of fire. The germination stimulatory activity of smoke can largely be attributed to karrikinolide (KAR(1) ), while a related compound, trimethylbutenolide (TMB), has been shown to have an inhibitory effect on germination. The aim of this study was to characterize the interaction of these potent fire-generated compounds. Dose-response analysis, leaching tests and a detailed transcriptome study were performed using highly KAR(1) -sensitive lettuce (Lactuca sativa cv 'Grand Rapids') achenes. Dose-response analysis demonstrated that the compounds are not competitors and TMB modulates germination in a concentration-dependent manner. The transcriptome analysis revealed a contrasting expression pattern induced by the compounds. KAR(1) suppressed, while TMB up-regulated ABA, seed maturation and dormancy-related transcripts. The effect of TMB was reversed by leaching the compound, while the KAR(1) effect was only reversible by leaching within the first 2 h of KAR(1) treatment. Our findings suggest that the compounds may act in concert for germination-related signaling. After the occurrence of fire, sufficient rainfall would contribute to post-germination seedling recruitment by reducing the concentration of the inhibitory compound.
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Affiliation(s)
- Vilmos Soós
- Department of Applied Genomics, Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, 2462, Martonvásár, Hungary
| | - Endre Sebestyén
- Department of Applied Genomics, Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, 2462, Martonvásár, Hungary
| | - Martin Posta
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Prague 6, Czech Republic
| | - Ladislav Kohout
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Prague 6, Czech Republic
| | - Marnie E Light
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Johannes Van Staden
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa
| | - Ervin Balázs
- Department of Applied Genomics, Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, 2462, Martonvásár, Hungary
- Research Centre for Plant Growth and Development, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, South Africa
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Juhász A, Gell G, Sebestyén E, Haraszi R, Tamás L, Balázs E. Brachypodium distachyon as a model for defining the allergen potential of non-prolamin proteins. Funct Integr Genomics 2012; 12:439-46. [PMID: 22933233 PMCID: PMC3431475 DOI: 10.1007/s10142-012-0294-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 08/07/2012] [Accepted: 08/09/2012] [Indexed: 01/28/2023]
Abstract
Epitope databases and the protein sequences of published plant genomes are suitable to identify some of the proteins causing food allergies and sensitivities. Brachypodium distachyon, a diploid wild grass with a sequenced genome and low prolamin content, is the closest relative of the allergen cereals, such as wheat or barley. Using the Brachypodium genome sequence, a workflow has been developed to identify potentially harmful proteins which may cause either celiac disease or wheat allergy-related symptoms. Seed tissue-specific expression of the potential allergens has been determined, and intact epitopes following an in silico digestion with several endopeptidases have been identified. Molecular function of allergen proteins has been evaluated using Gene Ontology terms. Biologically overrepresented proteins and potentially allergen protein families have been identified.
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Affiliation(s)
- A Juhász
- Applied Genomics Department, Agricultural Institute, Centre for Agricultural Research, Hungarian Academy of Sciences, Brunszvik 2, Martonvásár, Hungary.
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Majláth I, Szalai G, Soós V, Sebestyén E, Balázs E, Vanková R, Dobrev PI, Tari I, Tandori J, Janda T. Effect of light on the gene expression and hormonal status of winter and spring wheat plants during cold hardening. Physiol Plant 2012; 145:296-314. [PMID: 22257084 DOI: 10.1111/j.1399-3054.2012.01579.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The effect of light on gene expression and hormonal status during the development of freezing tolerance was studied in winter wheat (Triticum aestivum var. Mv Emese) and in the spring wheat variety Nadro. Ten-day-old plants (3-leaf stage) were cold hardened at 5°C for 12 days under either normal (250 µmol m(-2) s(-1) ) or low (20 µmol m(-2) s(-1) ) light conditions. Comprehensive analysis was carried out to explore the background of frost tolerance and the differences between these wheat varieties. Global genome analysis was performed, enquiring about the details of the cold signaling pathways. The expression level of a large number of genes is affected by light, and this effect may differ in different wheat genotypes. Photosynthesis-related processes probably play a key role in the enhancement of freezing tolerance; however, there are several other genes whose induction is light-dependent, so either there is cross-talk between signaling of chloroplast originating and other protective mechanisms or there are other light sensors that transduce signals to the components responsible for stress tolerance. Changes in the level of both plant hormones (indole-3-acetic acid, cytokinins, nitric oxide and ethylene precursor 1-aminocyclopropane-1-carboxylic acid) and other stress-related protective substances (proline, phenolics) were investigated during the phases of the hardening period. Hormonal levels were also affected by light and their dynamics indicate that wheat plants try to keep growing during the cold-hardening period. The data from this experiment may provide a new insight into the cross talk between cold and light signaling in wheat.
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Affiliation(s)
- Imre Majláth
- Department of Plant Physiology, Agricultural Research Institute of the Hungarian Academy of Sciences, PO Box 19, H-2462 Martonvásár, Hungary
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Juhász A, Makai S, Sebestyén E, Tamás L, Balázs E. Role of conserved non-coding regulatory elements in LMW glutenin gene expression. PLoS One 2011; 6:e29501. [PMID: 22242127 PMCID: PMC3248431 DOI: 10.1371/journal.pone.0029501] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2011] [Accepted: 11/29/2011] [Indexed: 02/02/2023] Open
Abstract
Transcriptional regulation of LMW glutenin genes were investigated in-silico, using publicly available gene sequences and expression data. Genes were grouped into different LMW glutenin types and their promoter profiles were determined using cis-acting regulatory elements databases and published results. The various cis-acting elements belong to some conserved non-coding regulatory regions (CREs) and might act in two different ways. There are elements, such as GCN4 motifs found in the long endosperm box that could serve as key factors in tissue-specific expression. Some other elements, such as the AACA/TA motifs or the individual prolamin box variants, might modulate the level of expression. Based on the promoter sequences and expression characteristic LMW glutenin genes might be transcribed following two different mechanisms. Most of the s- and i-type genes show a continuously increasing expression pattern. The m-type genes, however, demonstrate normal distribution in their expression profiles. Differences observed in their expression could be related to the differences found in their promoter sequences. Polymorphisms in the number and combination of cis-acting elements in their promoter regions can be of crucial importance in the diverse levels of production of single LMW glutenin gene types.
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Affiliation(s)
- Angéla Juhász
- Applied Genomics Department, Agricultural Research Institute of the Hungarian Academy of Sciences, Martonvásár, Hungary.
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Soós V, Sebestyén E, Juhász A, Light ME, Kohout L, Szalai G, Tandori J, Van Staden J, Balázs E. Transcriptome analysis of germinating maize kernels exposed to smoke-water and the active compound KAR1. BMC Plant Biol 2010; 10:236. [PMID: 21044315 PMCID: PMC3095319 DOI: 10.1186/1471-2229-10-236] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2010] [Accepted: 11/02/2010] [Indexed: 05/24/2023]
Abstract
BACKGROUND Smoke released from burning vegetation functions as an important environmental signal promoting the germination of many plant species following a fire. It not only promotes the germination of species from fire-prone habitats, but several species from non-fire-prone areas also respond, including some crops. The germination stimulatory activity can largely be attributed to the presence of a highly active butenolide compound, 3-methyl-2H-furo[2,3-c]pyran-2-one (referred to as karrikin 1 or KAR1), that has previously been isolated from plant-derived smoke. Several hypotheses have arisen regarding the molecular background of smoke and KAR1 action. RESULTS In this paper we demonstrate that although smoke-water and KAR1 treatment of maize kernels result in a similar physiological response, the gene expression and the protein ubiquitination patterns are quite different. Treatment with smoke-water enhanced the ubiquitination of proteins and activated protein-degradation-related genes. This effect was completely absent from KAR1-treated kernels, in which a specific aquaporin gene was distinctly upregulated. CONCLUSIONS Our findings indicate that the array of bioactive compounds present in smoke-water form an environmental signal that may act together in germination stimulation. It is highly possible that the smoke/KAR1 'signal' is perceived by a receptor that is shared with the signal transduction system implied in perceiving environmental cues (especially stresses and light), or some kind of specialized receptor exists in fire-prone plant species which diverged from a more general one present in a common ancestor, and also found in non fire-prone plants allowing for a somewhat weaker but still significant response. Besides their obvious use in agricultural practices, smoke and KAR1 can be used in studies to gain further insight into the transcriptional changes during germination.
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Affiliation(s)
- Vilmos Soós
- Department of Applied Genomics, Agricultural Research Institute of the Hungarian Academy of Sciences, H-2462 Martonvásár, Brunszvik u. 2, Hungary
| | - Endre Sebestyén
- Department of Applied Genomics, Agricultural Research Institute of the Hungarian Academy of Sciences, H-2462 Martonvásár, Brunszvik u. 2, Hungary
| | - Angéla Juhász
- Department of Applied Genomics, Agricultural Research Institute of the Hungarian Academy of Sciences, H-2462 Martonvásár, Brunszvik u. 2, Hungary
| | - Marnie E Light
- Research Centre for Plant Growth and Development, School of Biological and Conservation Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville 3209, South Africa
| | - Ladislav Kohout
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, v.v.i., Flemingovo nám. 2, 166 10 Prague 6, Czech Republic
| | - Gabriella Szalai
- Department of Plant Physiology, Agricultural Research Institute of the Hungarian Academy of Sciences, H-2462 Martonvásár, Brunszvik u. 2, Hungary
| | - Júlia Tandori
- Department of Plant Physiology, Agricultural Research Institute of the Hungarian Academy of Sciences, H-2462 Martonvásár, Brunszvik u. 2, Hungary
| | - Johannes Van Staden
- Research Centre for Plant Growth and Development, School of Biological and Conservation Sciences, University of KwaZulu-Natal Pietermaritzburg, Private Bag X01, Scottsville 3209, South Africa
| | - Ervin Balázs
- Department of Applied Genomics, Agricultural Research Institute of the Hungarian Academy of Sciences, H-2462 Martonvásár, Brunszvik u. 2, Hungary
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Sebestyén E, Nagy T, Suhai S, Barta E. DoOPSearch: a web-based tool for finding and analysing common conserved motifs in the promoter regions of different chordate and plant genes. BMC Bioinformatics 2009; 10 Suppl 6:S6. [PMID: 19534755 PMCID: PMC2697653 DOI: 10.1186/1471-2105-10-s6-s6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background The comparative genomic analysis of a large number of orthologous promoter regions of the chordate and plant genes from the DoOP databases shows thousands of conserved motifs. Most of these motifs differ from any known transcription factor binding site (TFBS). To identify common conserved motifs, we need a specific tool to be able to search amongst them. Since conserved motifs from the DoOP databases are linked to genes, the result of such a search can give a list of genes that are potentially regulated by the same transcription factor(s). Results We have developed a new tool called DoOPSearch for the analysis of the conserved motifs in the promoter regions of chordate or plant genes. We used the orthologous promoters of the DoOP database to extract thousands of conserved motifs from different taxonomic groups. The advantage of this approach is that different sets of conserved motifs might be found depending on how broad the taxonomic coverage of the underlying orthologous promoter sequence collection is (consider e.g. primates vs. mammals or Brassicaceae vs. Viridiplantae). The DoOPSearch tool allows the users to search these motif collections or the promoter regions of DoOP with user supplied query sequences or any of the conserved motifs from the DoOP database. To find overrepresented gene ontologies, the gene lists obtained can be analysed further using a modified version of the GeneMerge program. Conclusion We present here a comparative genomics based promoter analysis tool. Our system is based on a unique collection of conserved promoter motifs characteristic of different taxonomic groups. We offer both a command line and a web-based tool for searching in these motif collections using user specified queries. These can be either short promoter sequences or consensus sequences of known transcription factor binding sites. The GeneMerge analysis of the search results allows the user to identify statistically overrepresented Gene Ontology terms that might provide a clue on the function of the motifs and genes.
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Affiliation(s)
- Endre Sebestyén
- Agricultural Research Institute of the Hungarian Academy of Sciences, Martonvásár, Brunszvik u, 2, H-2462, Hungary.
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Soós V, Sebestyén E, Juhász A, Pintér J, Light ME, Van Staden J, Balázs E. Stress-related genes define essential steps in the response of maize seedlings to smoke-water. Funct Integr Genomics 2009; 9:231-42. [PMID: 19139936 DOI: 10.1007/s10142-008-0105-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2008] [Revised: 12/03/2008] [Accepted: 12/21/2008] [Indexed: 10/21/2022]
Abstract
Smoke from burning vegetation is widely recognised as a germination cue for seed germination and recent reports suggest that smoke treatments can improve seedling vigour also. We investigated the effect of smoke-water on seedling vigour and changes of the global transcriptome in the early post-germination phase in maize. Application of smoke-water improved the germination characteristics and seedling vigour. The transcriptional response of embryos and emerging radicles 24 and 48 h after the onset of smoke treatment was investigated. The microarray study revealed a number of smoke-responsive genes amongst which stress- and abscisic acid (ABA)-related genes were over-represented. The global promoter analysis of the smoke-responsive genes revealed a tight correlation with the results obtained from Gene Ontology annotations. This concerted over-expression shows that smoke treatment induces stress and ABA-related responses in the early post-germination phase which leads to better adaptation to environmental stress factors occurring during germination, eventually resulting in greater seedling vigour.
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Affiliation(s)
- Vilmos Soós
- Department of Applied Genomics, Agricultural Research Institute of the Hungarian Academy of Sciences (ARI-HAS), Martonvásár, Hungary
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Barta E, Sebestyén E, Pálfy TB, Tóth G, Ortutay CP, Patthy L. DoOP: Databases of Orthologous Promoters, collections of clusters of orthologous upstream sequences from chordates and plants. Nucleic Acids Res 2005; 33:D86-90. [PMID: 15608291 PMCID: PMC540051 DOI: 10.1093/nar/gki097] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
DoOP (http://doop.abc.hu/) is a database of eukaryotic promoter sequences (upstream regions) aiming to facilitate the recognition of regulatory sites conserved between species. The annotated first exons of human and Arabidopsis thaliana genes were used as queries in BLAST searches to collect the most closely related orthologous first exon sequences from Chordata and Viridiplantae species. Up to 3000 bp DNA segments upstream from these first exons constitute the clusters in the chordate and plant sections of the Database of Orthologous Promoters. Release 1.0 of DoOP contains 21 061 chordate clusters from 284 different species and 7548 plant clusters from 269 different species. The database can be used to find and retrieve promoter sequences of a given gene from various species and it is also suitable to see the most trivial conserved sequence blocks in the orthologous upstream regions. Users can search DoOP with either sequence or text (annotation) to find promoter clusters of various genes. In addition to the sequence data, the positions of the conserved sequence blocks derived from multiple alignments, the positions of repetitive elements and the positions of transcription start sites known from the Eukaryotic Promoter Database (EPD) can be viewed graphically.
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Affiliation(s)
- Endre Barta
- Agricultural Biotechnology Center, Gödöllo, Szent-Györgyi Albert u. 4, H-2100, Hungary.
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