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Yalala S, Gondane A, Poulose N, Liang J, Mills IG, Itkonen HM. CDK9 inhibition activates innate immune response through viral mimicry. FASEB J 2024; 38:e23628. [PMID: 38661032 DOI: 10.1096/fj.202302375r] [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: 11/19/2023] [Revised: 04/02/2024] [Accepted: 04/11/2024] [Indexed: 04/26/2024]
Abstract
Cancer cells frequently exhibit hyperactivation of transcription, which can lead to increased sensitivity to compounds targeting the transcriptional kinases, in particular CDK9. However, mechanistic details of CDK9 inhibition-induced cancer cell-selective anti-proliferative effects remain largely unknown. Here, we discover that CDK9 inhibition activates the innate immune response through viral mimicry in cancer cells. In MYC over-expressing prostate cancer cells, CDK9 inhibition leads to the gross accumulation of mis-spliced RNA. Double-stranded RNA (dsRNA)-activated kinase can recognize these mis-spliced RNAs, and we show that the activity of this kinase is required for the CDK9 inhibitor-induced anti-proliferative effects. Using time-resolved transcriptional profiling (SLAM-seq), targeted proteomics, and ChIP-seq, we show that, similar to viral infection, CDK9 inhibition significantly suppresses transcription of most genes but allows selective transcription and translation of cytokines related to the innate immune response. In particular, CDK9 inhibition activates NFκB-driven cytokine signaling at the transcriptional and secretome levels. The transcriptional signature induced by CDK9 inhibition identifies prostate cancers with a high level of genome instability. We propose that it is possible to induce similar effects in patients using CDK9 inhibition, which, we show, causes DNA damage in vitro. In the future, it is important to establish whether CDK9 inhibitors can potentiate the effects of immunotherapy against late-stage prostate cancer, a currently lethal disease.
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Affiliation(s)
- Shivani Yalala
- Department of Biochemistry and Developmental Biology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Aishwarya Gondane
- Department of Biochemistry and Developmental Biology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Ninu Poulose
- Nuffield Department of Surgical Sciences, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Jing Liang
- Department of Biochemistry and Developmental Biology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Ian G Mills
- Nuffield Department of Surgical Sciences, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Harri M Itkonen
- Department of Biochemistry and Developmental Biology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
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2
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Zhong H, Sian V, Johari M, Katayama S, Oghabian A, Jonson PH, Hackman P, Savarese M, Udd B. Revealing myopathy spectrum: integrating transcriptional and clinical features of human skeletal muscles with varying health conditions. Commun Biol 2024; 7:438. [PMID: 38600180 PMCID: PMC11006663 DOI: 10.1038/s42003-024-06143-3] [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: 08/22/2023] [Accepted: 04/03/2024] [Indexed: 04/12/2024] Open
Abstract
Myopathy refers to a large group of heterogeneous, rare muscle diseases. Bulk RNA-sequencing has been utilized for the diagnosis and research of these diseases for many years. However, the existing valuable sequencing data often lack integration and clinical interpretation. In this study, we integrated bulk RNA-sequencing data from 1221 human skeletal muscles (292 with myopathies, 929 controls) from both databases and our local samples. By applying a method similar to single-cell analysis, we revealed a general spectrum of muscle diseases, ranging from healthy to mild disease, moderate muscle wasting, and severe muscle disease. This spectrum was further partly validated in three specific myopathies (97 muscles) through clinical features including trinucleotide repeat expansion, magnetic resonance imaging fat fraction, pathology, and clinical severity scores. This spectrum helped us identify 234 genuinely healthy muscles as unprecedented controls, providing a new perspective for deciphering the hallmark genes and pathways among different myopathies. The newly identified featured genes of general myopathy, inclusion body myositis, and titinopathy were highly expressed in our local muscles, as validated by quantitative polymerase chain reaction.
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Affiliation(s)
- Huahua Zhong
- Department of Neurology, Huashan Rare Disease Center, Huashan Hospital, Fudan University, Shanghai, China.
| | - Veronica Sian
- Department of Precision Medicine, "Luigi Vanvitelli" University of Campania, Via L. De Crecchio 7, Naples, Italy
| | - Mridul Johari
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
- Harry Perkins Institute of Medical Research, Centre for Medical Research, University of Western Australia, Nedlands, WA, Australia
| | - Shintaro Katayama
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
- Department of Biosciences and Nutrition, Karolinska Institutet, Huddinge, Sweden
| | - Ali Oghabian
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
- Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Per Harald Jonson
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
| | - Peter Hackman
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
| | - Marco Savarese
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
| | - Bjarne Udd
- Department of Medical and Clinical Genetics, Folkhälsan Research Center, Medicum, University of Helsinki, Helsinki, Finland
- Tampere Neuromuscular Center, University Hospital, Tampere, Finland
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3
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Chiaro J, Antignani G, Feola S, Feodoroff M, Martins B, Cojoc H, Russo S, Fusciello M, Hamdan F, Ferrari V, Ciampi D, Ilonen I, Räsänen J, Mäyränpää M, Partanen J, Koskela S, Honkanen J, Halonen J, Kuryk L, Rescigno M, Grönholm M, Branca RM, Lehtiö J, Cerullo V. Development of mesothelioma-specific oncolytic immunotherapy enabled by immunopeptidomics of murine and human mesothelioma tumors. Nat Commun 2023; 14:7056. [PMID: 37923723 PMCID: PMC10624665 DOI: 10.1038/s41467-023-42668-7] [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: 11/04/2022] [Accepted: 10/18/2023] [Indexed: 11/06/2023] Open
Abstract
Malignant pleural mesothelioma (MPM) is an aggressive tumor with a poor prognosis. As the available therapeutic options show a lack of efficacy, novel therapeutic strategies are urgently needed. Given its T-cell infiltration, we hypothesized that MPM is a suitable target for therapeutic cancer vaccination. To date, research on mesothelioma has focused on the identification of molecular signatures to better classify and characterize the disease, and little is known about therapeutic targets that engage cytotoxic (CD8+) T cells. In this study we investigate the immunopeptidomic antigen-presented landscape of MPM in both murine (AB12 cell line) and human cell lines (H28, MSTO-211H, H2452, and JL1), as well as in patients' primary tumors. Applying state-of-the-art immuno-affinity purification methodologies, we identify MHC I-restricted peptides presented on the surface of malignant cells. We characterize in vitro the immunogenicity profile of the eluted peptides using T cells from human healthy donors and cancer patients. Furthermore, we use the most promising peptides to formulate an oncolytic virus-based precision immunotherapy (PeptiCRAd) and test its efficacy in a mouse model of mesothelioma in female mice. Overall, we demonstrate that the use of immunopeptidomic analysis in combination with oncolytic immunotherapy represents a feasible and effective strategy to tackle untreatable tumors.
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Affiliation(s)
- Jacopo Chiaro
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Gabriella Antignani
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Sara Feola
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Michaela Feodoroff
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Beatriz Martins
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Hanne Cojoc
- Valo Therapeutics Oy, Viikinkaari 6, Helsinki, Finland, 00790, Helsinki, Finland
| | - Salvatore Russo
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Manlio Fusciello
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Firas Hamdan
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Valentina Ferrari
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele, MI, Italy
| | - Daniele Ciampi
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele, MI, Italy
| | - Ilkka Ilonen
- Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, Helsinki University Hospital, 00029, Helsinki, Finland
- Department of Surgery, Clinicum, University of Helsinki, 00029, Helsinki, Finland
| | - Jari Räsänen
- Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, Helsinki University Hospital, 00029, Helsinki, Finland
- Department of Surgery, Clinicum, University of Helsinki, 00029, Helsinki, Finland
| | - Mikko Mäyränpää
- Department of Pathology, Helsinki University Hospital, Helsinki, Finland
| | - Jukka Partanen
- Research & Development Finnish Red Cross Blood Service Helsinki, Kivihaantie 7, 00310, Helsinki, Finland
| | - Satu Koskela
- Finnish Red Cross Blood Service Biobank, Härkälenkki 13, 01730, Vantaa, Finland
| | - Jarno Honkanen
- Finnish Red Cross Blood Service Biobank, Härkälenkki 13, 01730, Vantaa, Finland
| | - Jussi Halonen
- Finnish Red Cross Blood Service Biobank, Härkälenkki 13, 01730, Vantaa, Finland
| | - Lukasz Kuryk
- Valo Therapeutics Oy, Viikinkaari 6, Helsinki, Finland, 00790, Helsinki, Finland
- Department of Virology, National Institute of Public Health NIH-National Research Institute, 24 Chocimska Str., 00-791, Warsaw, Poland
| | - Maria Rescigno
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20090, Pieve Emanuele, MI, Italy
- IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, MI, Italy
| | - Mikaela Grönholm
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland
| | - Rui M Branca
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Janne Lehtiö
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Vincenzo Cerullo
- Drug Research Program (DRP), ImmunoViroTherapy Lab (IVT), Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Viikinkaari 5E, 00790, Helsinki, Finland.
- Helsinki Institute of Life Science (HiLIFE), University of Helsinki, Fabianinkatu 33, 00710, Helsinki, Finland.
- Translational Immunology Program (TRIMM), Faculty of Medicine Helsinki University, University of Helsinki, Haartmaninkatu 8, 00290, Helsinki, Finland.
- Digital Precision Cancer Medicine Flagship (iCAN), University of Helsinki, 00014, Helsinki, Finland.
- Department of Molecular Medicine and Medical Biotechnology and CEINGE, Naples University Federico II, 80131, Naples, Italy.
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4
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Korhonen L, Paul ER, Wåhlén K, Haring L, Vasar E, Vaheri A, Lindholm D. Multivariate analyses of immune markers reveal increases in plasma EN-RAGE in first-episode psychosis patients. Transl Psychiatry 2023; 13:326. [PMID: 37863883 PMCID: PMC10589203 DOI: 10.1038/s41398-023-02627-8] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/29/2023] [Accepted: 10/06/2023] [Indexed: 10/22/2023] Open
Abstract
Immune cells and cytokines are largely recognized as significant factors in the pathophysiology of neuropsychiatric disorders. The possible role of other blood cells such as leukocytes in events of acute psychosis is in contrast only emerging. To study blood-born markers in acute psychosis we here evaluated plasma proteins in drug-naive first-episode psychosis (FEP) patients and healthy controls using a multiplex proximity extension assay technique. We analyzed a panel of 92 immune markers and plasma samples from 60 FEP patients and 50 controls and evaluated the changes obtained using multivariate statistical methods followed by protein pathway analyses. Data showed that 11 proteins are significantly different between FEP patients and healthy controls We observed increases in pro-inflammatory proteins such as interleukin-6, oncostatin-M, and transforming growth factor-alpha in FEP patients compared with controls. Likewise, the extracellular newly identified RAGE-binding protein (EN-RAGE) that regulates the expression of various cytokines was also elevated in the plasma of FEP patients. The results indicate that neutrophil-derived EN-RAGE could play an important role during the early phase of acute psychosis by stimulating cytokines and the immune response targeting thereby likely also the brain vasculature.
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Affiliation(s)
- Laura Korhonen
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Biochemical and Clinical Sciences (BKV), Linköping University, Linköping, Sweden
- Department of Child and Adolescent Psychiatry, Linköping University, Linköping, Sweden Region Östergötland, Linköping, Sweden
| | - Elisabeth R Paul
- Center for Social and Affective Neuroscience, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Karin Wåhlén
- Pain and Rehabilitation Center, Department of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden
| | - Liina Haring
- Institute of Clinical Medicine University of Tartu; Psychiatry Clinic of Tartu University Hospital, Tartu, Estonia
| | - Eero Vasar
- Institute of Biomedicine and Translational Medicine, University of Tartu, Ravila 19, Tartu, 50411, Estonia
| | - Antti Vaheri
- Department of Virology, Medicum, University of Helsinki, 00290, Helsinki, Finland
| | - Dan Lindholm
- Department of Biochemical and Clinical Sciences (BKV), Linköping University, Linköping, Sweden.
- Department of Biochemistry and Developmental Biology, Medicum, University of Helsinki, PO Box 63, FI-00014, Helsinki, Finland.
- Minerva Foundation Institute for Medical Research, Biomedicum Helsinki 2U, Tukholmankatu 8, FI-00290, Helsinki, Finland.
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5
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Abstract
An intact cell death machinery is not only crucial for successful embryonic development and tissue homeostasis, but participates also in the defence against pathogens and contributes to a balanced immune response. Centrally involved in the regulation of both cell death and inflammatory immune responses is the evolutionarily conserved family of cysteine proteases named caspases. The Drosophila melanogaster genome encodes for seven caspases, several of which display dual functions, participating in apoptotic signalling and beyond. Among the Drosophila caspases, the caspase-8 homologue Dredd has a well-characterised role in inflammatory signalling activated by bacterial infections, and functions as a driver of NF-κB-mediated immune responses. Regarding the other Drosophila caspases, studies focusing on tissue-specific immune signalling and host-microbe interactions have recently revealed immunoregulatory functions of the initiator caspase Dronc and the effector caspase Drice. The aim of this review is to give an overview of the signalling cascades involved in the Drosophila humoral innate immune response against pathogens and of their caspase-mediated regulation. Furthermore, the apoptotic role of caspases during antibacterial and antiviral immune activation will be discussed.
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Affiliation(s)
- Christa Kietz
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland
| | - Annika Meinander
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland.
- InFLAMES Research Flagship Center, Åbo Akademi University, Turku, Finland.
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Chakroborty D, Ojala VK, Knittle AM, Drexler J, Tamirat MZ, Ruzicka R, Bosch K, Woertl J, Schmittner S, Elo LL, Johnson MS, Kurppa KJ, Solca F, Elenius K. An Unbiased Functional Genetics Screen Identifies Rare Activating ERBB4 Mutations. Cancer Res Commun 2022; 2:10-27. [PMID: 36860695 PMCID: PMC9973412 DOI: 10.1158/2767-9764.crc-21-0021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Revised: 10/04/2021] [Accepted: 12/21/2021] [Indexed: 06/18/2023]
Abstract
UNLABELLED Despite the relatively high frequency of somatic ERBB4 mutations in various cancer types, only a few activating ERBB4 mutations have been characterized, primarily due to lack of mutational hotspots in the ERBB4 gene. Here, we utilized our previously published pipeline, an in vitro screen for activating mutations, to perform an unbiased functional screen to identify potential activating ERBB4 mutations from a randomly mutated ERBB4 expression library. Ten potentially activating ERBB4 mutations were identified and subjected to validation by functional and structural analyses. Two of the 10 ERBB4 mutants, E715K and R687K, demonstrated hyperactivity in all tested cell models and promoted cellular growth under two-dimensional and three-dimensional culture conditions. ERBB4 E715K also promoted tumor growth in in vivo Ba/F3 cell mouse allografts. Importantly, all tested ERBB4 mutants were sensitive to the pan-ERBB tyrosine kinase inhibitors afatinib, neratinib, and dacomitinib. Our data indicate that rare ERBB4 mutations are potential candidates for ERBB4-targeted therapy with pan-ERBB inhibitors. STATEMENT OF SIGNIFICANCE ERBB4 is a member of the ERBB family of oncogenes that is frequently mutated in different cancer types but the functional impact of its somatic mutations remains unknown. Here, we have analyzed the function of over 8,000 randomly mutated ERBB4 variants in an unbiased functional genetics screen. The data indicate the presence of rare activating ERBB4 mutations in cancer, with potential to be targeted with clinically approved pan-ERBB inhibitors.
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Affiliation(s)
- Deepankar Chakroborty
- Institute of Biomedicine, University of Turku, Turku, Finland
- Medicity Research Laboratories, University of Turku, Turku, Finland
- Turku Doctoral Programme of Molecular Medicine, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Veera K. Ojala
- Institute of Biomedicine, University of Turku, Turku, Finland
- Medicity Research Laboratories, University of Turku, Turku, Finland
- Turku Doctoral Programme of Molecular Medicine, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Anna M. Knittle
- Institute of Biomedicine, University of Turku, Turku, Finland
| | | | - Mahlet Z. Tamirat
- Structural Bioinformatics Laboratory, Biochemistry, Faculty of Science and Engineering, Åbo Akademi University, Turku, Finland
- InFLAMES Research Flagship Center, Åbo Akademi University, Turku, Finland
- Graduate School of Åbo Akademi University (Informational and Structural Biology Doctoral Network), Turku, Finland
| | | | - Karin Bosch
- Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | | | | | - Laura L. Elo
- Institute of Biomedicine, University of Turku, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Mark S. Johnson
- Structural Bioinformatics Laboratory, Biochemistry, Faculty of Science and Engineering, Åbo Akademi University, Turku, Finland
- InFLAMES Research Flagship Center, Åbo Akademi University, Turku, Finland
| | - Kari J. Kurppa
- Institute of Biomedicine, University of Turku, Turku, Finland
- Medicity Research Laboratories, University of Turku, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
| | - Flavio Solca
- Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | - Klaus Elenius
- Institute of Biomedicine, University of Turku, Turku, Finland
- Medicity Research Laboratories, University of Turku, Turku, Finland
- Turku Bioscience Centre, University of Turku and Åbo Akademi University, Turku, Finland
- Department of Oncology, Turku University Hospital, Turku, Finland
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7
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Kietz C, Mohan AK, Pollari V, Tuominen IE, Ribeiro PS, Meier P, Meinander A. Drice restrains Diap2-mediated inflammatory signalling and intestinal inflammation. Cell Death Differ 2022; 29:28-39. [PMID: 34262145 PMCID: PMC8738736 DOI: 10.1038/s41418-021-00832-w] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 06/28/2021] [Accepted: 07/06/2021] [Indexed: 02/06/2023] Open
Abstract
The Drosophila IAP protein, Diap2, is a key mediator of NF-κB signalling and innate immune responses. Diap2 is required for both local immune activation, taking place in the epithelial cells of the gut and trachea, and for mounting systemic immune responses in the cells of the fat body. We have found that transgenic expression of Diap2 leads to a spontaneous induction of NF-κB target genes, inducing chronic inflammation in the Drosophila midgut, but not in the fat body. Drice is a Drosophila effector caspase known to interact and form a stable complex with Diap2. We have found that this complex formation induces its subsequent degradation, thereby regulating the amount of Diap2 driving NF-κB signalling in the intestine. Concordantly, loss of Drice activity leads to accumulation of Diap2 and to chronic intestinal inflammation. Interestingly, Drice does not interfere with pathogen-induced signalling, suggesting that it protects from immune responses induced by resident microbes. Accordingly, no inflammation was detected in transgenic Diap2 flies and Drice-mutant flies reared in axenic conditions. Hence, we show that Drice, by restraining Diap2, halts unwanted inflammatory signalling in the intestine.
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Affiliation(s)
- Christa Kietz
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland
| | - Aravind K Mohan
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland
| | - Vilma Pollari
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland
| | - Ida-Emma Tuominen
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland
| | - Paulo S Ribeiro
- Centre for Tumour Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Pascal Meier
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Annika Meinander
- Faculty of Science and Engineering, Cell Biology, Åbo Akademi University, BioCity, Turku, Finland.
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8
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Stuke A, Kunkel C, Golze D, Todorović M, Margraf JT, Reuter K, Rinke P, Oberhofer H. Atomic structures and orbital energies of 61,489 crystal-forming organic molecules. Sci Data 2020; 7:58. [PMID: 32071311 PMCID: PMC7029047 DOI: 10.1038/s41597-020-0385-y] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [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: 07/11/2019] [Accepted: 01/21/2020] [Indexed: 12/14/2022] Open
Abstract
Data science and machine learning in materials science require large datasets of technologically relevant molecules or materials. Currently, publicly available molecular datasets with realistic molecular geometries and spectral properties are rare. We here supply a diverse benchmark spectroscopy dataset of 61,489 molecules extracted from organic crystals in the Cambridge Structural Database (CSD), denoted OE62. Molecular equilibrium geometries are reported at the Perdew-Burke-Ernzerhof (PBE) level of density functional theory (DFT) including van der Waals corrections for all 62 k molecules. For these geometries, OE62 supplies total energies and orbital eigenvalues at the PBE and the PBE hybrid (PBE0) functional level of DFT for all 62 k molecules in vacuum as well as at the PBE0 level for a subset of 30,876 molecules in (implicit) water. For 5,239 molecules in vacuum, the dataset provides quasiparticle energies computed with many-body perturbation theory in the G0W0 approximation with a PBE0 starting point (denoted GW5000 in analogy to the GW100 benchmark set (M. van Setten et al. J. Chem. Theory Comput. 12, 5076 (2016))).
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Affiliation(s)
- Annika Stuke
- Department of Applied Physics, Aalto University, P.O. Box 11100, Aalto, FI-00076, Finland.
| | - Christian Kunkel
- Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747, Garching, Germany
| | - Dorothea Golze
- Department of Applied Physics, Aalto University, P.O. Box 11100, Aalto, FI-00076, Finland
| | - Milica Todorović
- Department of Applied Physics, Aalto University, P.O. Box 11100, Aalto, FI-00076, Finland
| | - Johannes T Margraf
- Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747, Garching, Germany
| | - Karsten Reuter
- Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747, Garching, Germany
| | - Patrick Rinke
- Department of Applied Physics, Aalto University, P.O. Box 11100, Aalto, FI-00076, Finland
- Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747, Garching, Germany
| | - Harald Oberhofer
- Chair for Theoretical Chemistry and Catalysis Research Center, Technische Universität München, Lichtenbergstraße 4, D-85747, Garching, Germany
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Pham DD, Bruelle C, Thi Do H, Pajanoja C, Jin C, Srinivasan V, Olkkonen VM, Eriksson O, Jauhiainen M, Lalowski M, Lindholm D. Caspase-2 and p75 neurotrophin receptor (p75NTR) are involved in the regulation of SREBP and lipid genes in hepatocyte cells. Cell Death Dis 2019; 10:537. [PMID: 31296846 PMCID: PMC6624261 DOI: 10.1038/s41419-019-1758-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [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: 11/13/2018] [Accepted: 06/11/2019] [Indexed: 12/16/2022]
Abstract
Lipid-induced toxicity is part of several human diseases, but the mechanisms involved are not fully understood. Fatty liver is characterized by the expression of different growth and tissue factors. The neurotrophin, nerve growth factor (NGF) and its pro-form, pro-NGF, are present in fatty liver together with p75 neurotrophin receptor (p75NTR). Stimulation of human Huh7 hepatocyte cells with NGF and pro-NGF induced Sterol-regulator-element-binding protein-2 (SREBP2) activation and increased Low-Density Lipoprotein Receptor (LDLR) expression. We observed that phosphorylation of caspase-2 by p38 MAPK was essential for this regulation involving a caspase-3-mediated cleavage of SREBP2. RNA sequencing showed that several genes involved in lipid metabolism were altered in p75NTR-deficient mouse liver. The same lipogenic genes were downregulated in p75NTR gene-engineered human Huh7 cells and reciprocally upregulated by stimulation of p75NTRs. In the knock-out mice the serum cholesterol and triglyceride levels were reduced, suggesting a physiological role of p75NTRs in whole-body lipid metabolism. Taken together, this study shows that p75NTR signaling influences a network of genes involved in lipid metabolism in liver and hepatocyte cells. Modulation of p75NTR signaling may be a target to consider in various metabolic disorders accompanied by increased lipid accumulation.
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Affiliation(s)
- Dan Duc Pham
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Céline Bruelle
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Hai Thi Do
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Ceren Pajanoja
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Congyu Jin
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
| | - Vignesh Srinivasan
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Vesa M Olkkonen
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Ove Eriksson
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
| | - Matti Jauhiainen
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland
| | - Maciej Lalowski
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland
- HiLiFE, Meilahti Clinical Proteomics Core Facility, Helsinki, Finland
| | - Dan Lindholm
- Medicum, Department of Biochemistry and Developmental Biology, Medical Faculty, University of Helsinki, POB 63, FI-00014, Helsinki, Finland.
- Minerva Foundation Institute for Medical Research, Biomedicum 2, Tukholmankatu 8, FI-00290, Helsinki, Finland.
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