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Greene D, De Wispelaere K, Lees J, Codina-Solà M, Jensson BO, Hales E, Katrinecz A, Nieto Molina E, Pascoal S, Pfundt R, Schot R, Sevilla Porras M, Sleutels F, Valenzuela I, Wijngaard R, Arroyo Carrera I, Atton G, Casas-Alba D, Donnelly D, Duat Rodríguez A, Fernández Garoz B, Foulds N, García-Navas Núñez D, González Alguacil E, Jarvis J, Kant SG, Madrigal Bajo I, Martinez-Monseny AF, McKee S, Ortiz Cabrera NV, Rodríguez-Revenga Bodi L, Sariego Jamardo A, Stefansson K, Sulem P, Suri M, Van Karnebeek C, Vasudevan P, Vega Pajares AI, Carracedo Á, Engelen M, Lapunzina P, Morgan NP, Morte B, Rump P, Stirrups K, Tizzano EF, Barakat TS, O'Donoghue M, Pérez-Jurado LA, Freson K, Mumford AD, Turro E. Mutations in the small nuclear RNA gene RNU2-2 cause a severe neurodevelopmental disorder with prominent epilepsy. Nat Genet 2025:10.1038/s41588-025-02159-5. [PMID: 40210679 DOI: 10.1038/s41588-025-02159-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 03/10/2025] [Indexed: 04/12/2025]
Abstract
The major spliceosome includes five small nuclear RNA (snRNAs), U1, U2, U4, U5 and U6, each of which is encoded by multiple genes. We recently showed that mutations in RNU4-2, the gene that encodes the U4-2 snRNA, cause one of the most prevalent monogenic neurodevelopmental disorders. Here, we report that recurrent germline mutations in RNU2-2 (previously known as pseudogene RNU2-2P), a 191-bp gene that encodes the U2-2 snRNA, are responsible for a related disorder. By genetic association, we identified recurrent de novo single-nucleotide mutations at nucleotide positions 4 and 35 of RNU2-2 in nine cases. We replicated this finding in 16 additional cases, bringing the total to 25. We estimate that RNU2-2 syndrome has a prevalence of ~20% that of RNU4-2 syndrome. The disorder is characterized by intellectual disability, autistic behavior, microcephaly, hypotonia, epilepsy and hyperventilation. All cases display a severe and complex seizure phenotype. We found that U2-2 and canonical U2-1 were similarly expressed in blood. Despite mutant U2-2 being expressed in patient blood samples, we found no evidence of missplicing. Our findings cement the role of major spliceosomal snRNAs in the etiologies of neurodevelopmental disorders.
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Affiliation(s)
- Daniel Greene
- Department of Medicine, University of Cambridge, Cambridge, UK
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Koenraad De Wispelaere
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Cardiovascular Sciences, Center for Molecular and Vascular Biology, KU Leuven, Leuven, Belgium
| | - Jon Lees
- Bristol Medical School, University of Bristol, Bristol, UK
| | - Marta Codina-Solà
- Department of Clinical and Molecular Genetics, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Medicine Genetics Group Vall d'Hebron Research Institute, Barcelona, Spain
| | | | - Emma Hales
- NIHR BioResource, Cambridge University Hospitals, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Andrea Katrinecz
- NIHR BioResource, Cambridge University Hospitals, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Esther Nieto Molina
- Andalusian Platform for Computational Medicine, Andalusian Public Foundation Progress and Health-FPS, Seville, Spain
| | - Sonia Pascoal
- NIHR BioResource, Cambridge University Hospitals, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Rolph Pfundt
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Rachel Schot
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Marta Sevilla Porras
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
| | - Frank Sleutels
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Irene Valenzuela
- Department of Clinical and Molecular Genetics, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Medicine Genetics Group Vall d'Hebron Research Institute, Barcelona, Spain
| | - Robin Wijngaard
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Giles Atton
- Wessex Clinical Genetics Service, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Didac Casas-Alba
- Clinical Genetics Department and Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Deirdre Donnelly
- Department of Medical Genetics, Belfast City Hospital, Belfast, UK
| | - Anna Duat Rodríguez
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Genetics Department, Hospital Niño Jesús, Madrid, Spain
| | | | - Nicola Foulds
- Wessex Clinical Genetics Service, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - Elena González Alguacil
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Genetics Department, Hospital Niño Jesús, Madrid, Spain
| | - Joanna Jarvis
- Clinical Genetics Unit, Birmingham Women's Hospital, Birmingham, UK
| | - Sarina G Kant
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Irene Madrigal Bajo
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Biochemistry and Molecular Genetics Department, Hospital Clinic of Barcelona and Institut de Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Antonio F Martinez-Monseny
- Clinical Genetics Department and Institut de Recerca Sant Joan de Déu, Hospital Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Shane McKee
- Department of Medical Genetics, Belfast City Hospital, Belfast, UK
| | - Nelmar Valentina Ortiz Cabrera
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Genetics Department, Hospital Niño Jesús, Madrid, Spain
| | - Laia Rodríguez-Revenga Bodi
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Biochemistry and Molecular Genetics Department, Hospital Clinic of Barcelona and Institut de Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Andrea Sariego Jamardo
- Neuropediatric Department, Pediatric Service, Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - Kari Stefansson
- deCODE genetics/Amgen Inc., Reykjavik, Iceland
- Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
| | | | - Mohnish Suri
- Clinical Genetics, Nottingham University Hospital NHS Trust, Nottingham, UK
| | - Clara Van Karnebeek
- Departments of Pediatrics and Human Genetics, Emma Center for Personalized Medicine, Amsterdam Gastro-Enterology Endocrinology Metabolism, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Pradeep Vasudevan
- Clinical Genetics, University Hospitals of Leicester NHS Trust, Leicester, UK
| | - Ana Isabel Vega Pajares
- Genetics Department, Hospital Universitario Marqués de Valdecilla, Instituto de Investigación Valdecilla (IDIVAL), Santander, Spain
| | - Ángel Carracedo
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Genomic Medicine Group, Center for Research in Molecular Medicine and Chronic Diseases, University of Santiago de Compostela, Santiago de Compostela, Spain
- Galician Foundation of Genomic Medicine, IDIS, Galician Service of Health, Santiago de Compostela, Spain
| | - Marc Engelen
- Department of Pediatric Neurology, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Pablo Lapunzina
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Institute for Medical and Molecular Genetics (INGEMM), IdiPAZ, Madrid, Spain
| | - Natasha P Morgan
- NIHR BioResource, Cambridge University Hospitals, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Beatriz Morte
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - Patrick Rump
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Kathy Stirrups
- NIHR BioResource, Cambridge University Hospitals, Cambridge, UK
- Department of Haematology, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Eduardo F Tizzano
- Department of Clinical and Molecular Genetics, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Medicine Genetics Group Vall d'Hebron Research Institute, Barcelona, Spain
| | - Tahsin Stefan Barakat
- Department of Clinical Genetics, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | | | - Luis Alberto Pérez-Jurado
- CIBER-ER (Biomedical Network Research Center for Rare Diseases), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain
- Genetics Service, Hospital del Mar and Hospital del Mar Research Institute, Barcelona, Spain
| | - Kathleen Freson
- Department of Cardiovascular Sciences, Center for Molecular and Vascular Biology, KU Leuven, Leuven, Belgium
| | - Andrew D Mumford
- Bristol Medical School, University of Bristol, Bristol, UK
- NHS South West Genomic Medicine Service Alliance, Bristol, UK
| | - Ernest Turro
- Department of Medicine, University of Cambridge, Cambridge, UK.
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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Anczukow O, Allain FHT, Angarola BL, Black DL, Brooks AN, Cheng C, Conesa A, Crosse EI, Eyras E, Guccione E, Lu SX, Neugebauer KM, Sehgal P, Song X, Tothova Z, Valcárcel J, Weeks KM, Yeo GW, Thomas-Tikhonenko A. Steering research on mRNA splicing in cancer towards clinical translation. Nat Rev Cancer 2024; 24:887-905. [PMID: 39384951 DOI: 10.1038/s41568-024-00750-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/27/2024] [Indexed: 10/11/2024]
Abstract
Splicing factors are affected by recurrent somatic mutations and copy number variations in several types of haematologic and solid malignancies, which is often seen as prima facie evidence that splicing aberrations can drive cancer initiation and progression. However, numerous spliceosome components also 'moonlight' in DNA repair and other cellular processes, making their precise role in cancer difficult to pinpoint. Still, few would deny that dysregulated mRNA splicing is a pervasive feature of most cancers. Correctly interpreting these molecular fingerprints can reveal novel tumour vulnerabilities and untapped therapeutic opportunities. Yet multiple technological challenges, lingering misconceptions, and outstanding questions hinder clinical translation. To start with, the general landscape of splicing aberrations in cancer is not well defined, due to limitations of short-read RNA sequencing not adept at resolving complete mRNA isoforms, as well as the shallow read depth inherent in long-read RNA-sequencing, especially at single-cell level. Although individual cancer-associated isoforms are known to contribute to cancer progression, widespread splicing alterations could be an equally important and, perhaps, more readily actionable feature of human cancers. This is to say that in addition to 'repairing' mis-spliced transcripts, possible therapeutic avenues include exacerbating splicing aberration with small-molecule spliceosome inhibitors, targeting recurrent splicing aberrations with synthetic lethal approaches, and training the immune system to recognize splicing-derived neoantigens.
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Affiliation(s)
- Olga Anczukow
- The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
| | - Frédéric H-T Allain
- Department of Biology, Eidgenössische Technische Hochschule (ETH), Zürich, Switzerland
| | | | - Douglas L Black
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, CA, USA
| | - Angela N Brooks
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, USA
| | - Chonghui Cheng
- Department of Molecular and Human Genetics, Lester & Sue Breast Center, Baylor College of Medicine, Houston, TX, USA
| | - Ana Conesa
- Institute for Integrative Systems Biology, Spanish National Research Council, Paterna, Spain
| | - Edie I Crosse
- Basic Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Eduardo Eyras
- Shine-Dalgarno Centre for RNA Innovation, Australian National University, Canberra, Australian Capital Territory, Australia
| | - Ernesto Guccione
- Department of Oncological Sciences, Mount Sinai School of Medicine, New York, NY, USA
| | - Sydney X Lu
- Department of Medicine, Stanford Medical School, Palo Alto, CA, USA
| | - Karla M Neugebauer
- Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, CT, USA
| | - Priyanka Sehgal
- Division of Cancer Pathobiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Xiao Song
- Department of Neurology, Northwestern University, Chicago, IL, USA
| | - Zuzana Tothova
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Juan Valcárcel
- Centre for Genomic Regulation, Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
| | - Kevin M Weeks
- Department of Chemistry, University of North Carolina, Chapel Hill, NC, USA
| | - Gene W Yeo
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA
| | - Andrei Thomas-Tikhonenko
- Division of Cancer Pathobiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
- Department of Pathology & Laboratory Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.
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6
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Zafra J, Onieva JL, Oliver J, Garrido-Barros M, González-Hernández A, Martínez-Gálvez B, Román A, Ordóñez-Marmolejo R, Pérez-Ruiz E, Benítez JC, Mesas A, Vera A, Chicas-Sett R, Rueda-Domínguez A, Barragán I. Novel Blood Biomarkers for Response Prediction and Monitoring of Stereotactic Ablative Radiotherapy and Immunotherapy in Metastatic Oligoprogressive Lung Cancer. Int J Mol Sci 2024; 25:4533. [PMID: 38674117 PMCID: PMC11050102 DOI: 10.3390/ijms25084533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 04/12/2024] [Accepted: 04/18/2024] [Indexed: 04/28/2024] Open
Abstract
Up to 80% of patients under immune checkpoint inhibitors (ICI) face resistance. In this context, stereotactic ablative radiotherapy (SABR) can induce an immune or abscopal response. However, its molecular determinants remain unknown. We present early results of a translational study assessing biomarkers of response to combined ICI and SABR (I-SABR) in liquid biopsy from oligoprogressive patients in a prospective observational multicenter study. Cohort A includes metastatic patients in oligoprogression to ICI maintaining the same ICI due to clinical benefit and who receive concomitant SABR. B is a comparative group of oligometastatic patients receiving only SABR. Blood samples are extracted at baseline (T1), after the first (T2) and last (T3) fraction, two months post-SABR (T4) and at further progression (TP). Response is evaluated by iRECIST and defined by the objective response rate (ORR)-complete and partial responses. We assess peripheral blood mononuclear cells (PBMCs), circulating cell-free DNA (cfDNA) and small RNA from extracellular vesicles. Twenty-seven patients could be analyzed (cohort A: n = 19; B: n = 8). Most were males with non-small cell lung cancer and one progressing lesion. With a median follow-up of 6 months, the last ORR was 63% (26% complete and 37% partial response). A decrease in cfDNA from T2 to T3 correlated with a good response. At T2, CD8+PD1+ and CD8+PDL1+ cells were increased in non-responders and responders, respectively. At T2, 27 microRNAs were differentially expressed. These are potential biomarkers of response to I-SABR in oligoprogressive disease.
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Affiliation(s)
- Juan Zafra
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Department of Radiation Oncology, Virgen de la Victoria University Hospital, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain;
- Faculty of Medicine, University of Malaga (UMA), 29071 Málaga, Spain; (J.L.O.); (M.G.-B.); (A.G.-H.)
| | - Juan Luis Onieva
- Faculty of Medicine, University of Malaga (UMA), 29071 Málaga, Spain; (J.L.O.); (M.G.-B.); (A.G.-H.)
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - Javier Oliver
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - María Garrido-Barros
- Faculty of Medicine, University of Malaga (UMA), 29071 Málaga, Spain; (J.L.O.); (M.G.-B.); (A.G.-H.)
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - Andrea González-Hernández
- Faculty of Medicine, University of Malaga (UMA), 29071 Málaga, Spain; (J.L.O.); (M.G.-B.); (A.G.-H.)
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - Beatriz Martínez-Gálvez
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - Alicia Román
- Department of Radiation Oncology, Virgen de la Victoria University Hospital, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (A.R.); (R.O.-M.)
| | - Rafael Ordóñez-Marmolejo
- Department of Radiation Oncology, Virgen de la Victoria University Hospital, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (A.R.); (R.O.-M.)
| | - Elisabeth Pérez-Ruiz
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - José Carlos Benítez
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - Andrés Mesas
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, 29010 Málaga, Spain;
| | - Andrés Vera
- Department of Radiation Oncology, Dr Negrín University Hospital, 35010 Las Palmas de Gran Canaria, Spain;
| | - Rodolfo Chicas-Sett
- Department of Radiation Oncology, La Fe University Hospital, 46026 Valencia, Spain;
- Group of Clinical and Translational Cancer Research, Le Fe Health Research Institute, 46026 Valencia, Spain
| | - Antonio Rueda-Domínguez
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
| | - Isabel Barragán
- Group of Translational Research in Cancer Immunotherapy (CIMO2), Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria Hospitals, Institute of Biomedical Research in Malaga (IBIMA), 29010 Málaga, Spain; (J.O.); (B.M.-G.); (E.P.-R.); (J.C.B.)
- Group of Pharmacoepigenetics, Department of Physiology and Pharmacology, Karolinska Institutet, 171 77 Stockholm, Sweden
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