Genomic reanalysis of a pan-European rare-disease resource yields new diagnoses

. 2025 Feb ; 31 (2) : 478-489. [epub] 20250117

Jazyk angličtina Země Spojené státy americké Médium print-electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid39825153
Odkazy

PubMed 39825153
PubMed Central PMC11835725
DOI 10.1038/s41591-024-03420-w
PII: 10.1038/s41591-024-03420-w
Knihovny.cz E-zdroje

Genetic diagnosis of rare diseases requires accurate identification and interpretation of genomic variants. Clinical and molecular scientists from 37 expert centers across Europe created the Solve-Rare Diseases Consortium (Solve-RD) resource, encompassing clinical, pedigree and genomic rare-disease data (94.5% exomes, 5.5% genomes), and performed systematic reanalysis for 6,447 individuals (3,592 male, 2,855 female) with previously undiagnosed rare diseases from 6,004 families. We established a collaborative, two-level expert review infrastructure that allowed a genetic diagnosis in 506 (8.4%) families. Of 552 disease-causing variants identified, 464 (84.1%) were single-nucleotide variants or short insertions/deletions. These variants were either located in recently published novel disease genes (n = 67), recently reclassified in ClinVar (n = 187) or reclassified by consensus expert decision within Solve-RD (n = 210). Bespoke bioinformatics analyses identified the remaining 15.9% of causative variants (n = 88). Ad hoc expert review, parallel to the systematic reanalysis, diagnosed 249 (4.1%) additional families for an overall diagnostic yield of 12.6%. The infrastructure and collaborative networks set up by Solve-RD can serve as a blueprint for future further scalable international efforts. The resource is open to the global rare-disease community, allowing phenotype, variant and gene queries, as well as genome-wide discoveries.

Brain and Mind Research Institute University of Ottawa Ottawa Ontario Canada

Center for Hereditary Tumor Syndromes University Hospital Bonn Bonn Germany

Center for Medical Genetics Ghent University Hospital Ghent Belgium

Center of Excellence for Neuropsychiatry Vincent van Gogh Institute for Psychiatry Venray the Netherlands

Centre de Recherche en Myologie Sorbonne Université Inserm Institut de Myologie Paris France

Centre for Rare Diseases University of Tübingen Tübingen Germany

Centre of Hereditary Ataxia Department of Neurology Charles University Prague 2nd Faculty of Medicine and University Hospital Motol Prague Czech Republic

Centre of Reference for Rare Diseases Development Disorders and Malformation Syndromes Dijon University Hospital Dijon France

Centro Nacional de Análisis Genómico Barcelona Spain

Children's Hospital of Eastern Ontario Research Institute University of Ottawa Ottawa Ontario Canada

Clinical Institute of Genomic Medicine University Medical Centre Ljubljana Ljubljana Slovenia

Departament de Genètica Microbiologia i Estadística Facultat de Biologia Universitat de Barcelona Barcelona Spain

Department of Biology and Medical Genetics 2nd Faculty of Medicine Charles University and Motol University Hospital Prague Czech Republic

Department of Biomolecular Medicine Faculty of Medicine and Health Sciences Ghent University Ghent Belgium

Department of Clinical Genetics Erasmus MC Rotterdam the Netherlands

Department of Clinical Genetics Maastricht University Medical Centre and GROW School for Development and Oncology University of Maastricht Maastricht the Netherlands

Department of Clinical Neurosciences University of Cambridge Cambridge UK

Department of Genetics and Genome Biology University of Leicester Leicester UK

Department of Genetics Assistance Publique Hôpitaux de Paris Sorbonne Université Pitié Salpêtrière University Hospital Paris France

Department of Genetics Genomics Coordination Center University Medical Center Groningen University of Groningen Groningen the Netherlands

Department of Human Genetics Medical Research Institute Alexandria University Alexandria Egypt

Department of Human Genetics Radboud University Medical Center Nijmegen the Netherlands

Department of Internal Medicine and Radboud Center for Infectious Diseases Radboud University Medical Center Nijmegen the Netherlands

Department of Neurodegeneration Hertie Institute for Clinical Brain Research University of Tübingen Tübingen Germany

Department of Neurology Radboud University Medical Center Nijmegen the Netherlands

Department of Neurology University Hospital Schleswig Holstein Lübeck Germany

Department of Neuromuscular Diseases UCL Queen Square Institute of Neurology London UK

Department of Neuropediatrics and Muscle Disorders Medical Center Faculty of Medicine University of Freiburg Freiburg Germany

Dept of Genetics Assistance Publique Hôpitaux de Paris Université de Paris Robert DEBRE University Hospital Paris France

Dipartimento di Medicina di Precisione Università degli Studi della Campania Luigi Vanvitelli Naples Italy

Division of Evolution Infection and Genomics School of Biological Sciences Faculty of Biology Medicine and Health University of Manchester Manchester UK

Division of Neurology Department of Medicine The Ottawa Hospital Ottawa Ontario Canada

Donders Institute for Brain Cognition and Behaviour Radboud University Medical Center Nijmegen the Netherlands

Dubowitz Neuromuscular Centre UCL Great Ormond Street Hospital London UK

East Anglian Medical Genetics Service Cambridge University Hospitals NHS Foundation Trust Cambridge UK

European Bioinformatics Institute European Molecular Biology Laboratory Cambridge UK

Faculty of Medicine University of Porto Porto Portugal

Folkhälsan Research Centre and Medicum University of Helsinki Helsinki Finland

Functional Unit for Diagnostic Innovation in Rare Diseases Dijon Bourgogne University Hospital Dijon France

Genetica Medica Azienda Ospedaliero Universitaria Senese Siena Italy

Genetics Department Dijon University Hospital Dijon France

German Center for Neurodegenerative Diseases Tübingen Germany

GIMI institute Dijon University Hospital Dijon France

INSERM UMR 1141 NeuroDiderot Hôpital Robert DEBRE Paris France

Institut du Cerveau Sorbonne University Paris France

Institute of Clinical Genetics University Hospital Carl Gustav Carus Technical University Dresden Dresden Germany

Institute of Data Science and Digital Technologies Vilnius University Vilnius Lithuania

Institute of Human Genetics Medical Faculty University of Bonn Bonn Germany

Institute of Medical Genetics and Applied Genomics University of Tübingen Tübingen Germany

Institute of Neurogenetics University of Lübeck Lübeck Germany

Institute of Rare Diseases Research Spanish Undiagnosed Rare Diseases Cases Program Instituto de Salud Carlos 3 Madrid Spain

Institute of Systems Motor Science University of Lübeck Lübeck Germany

Instituto de Investigação e Inovação em Saúde Universidade do Porto Porto Portugal

IPATIMUP Institute of Molecular Pathology and Immunology of the University of Porto Porto Portugal

Jackson Laboratory for Genomic Medicine Farmington CT USA

John Walton Muscular Dystrophy Research Centre Translational and Clinical Research Institute Newcastle University and Newcastle Hospitals NHS Foundation Trust Newcastle upon Tyne UK

Laboratory of Neuromuscular Pathology Institute Born Bunge University of Antwerp Antwerp Belgium

Manchester Centre for Genomic Medicine St Mary's Hospital Manchester University Hospitals NHS Foundation Trust Health Innovation Manchester Manchester UK

Med Biotech Hub and Competence Center Department of Medical Biotechnologies University of Siena Siena Italy

Medical Genetics University of Siena Siena Italy

Medical Research Council Mitochondrial Biology Unit University of Cambridge Cambridge UK

Medizinische Klinik und Poliklinik 4 Campus Innenstadt Klinikum der Universität München Munich Germany

MGZ Medical Genetics Center Munich Germany

Molecular Genetics and Functional Genomics Ospedale Pediatrico Bambino Gesù IRCCS Rome Italy

MRC Centre for Neuromuscular Diseases and National Hospital for Neurology and Neurosurgery UCL Queen Square Institute of Neurology London UK

MRGM Maladies Rares Génétique et Métabolisme INSERM U1211 Université de Bordeaux Bordeaux France

National Center for Tumor Diseases Dresden Germany

Neuromuscular Reference Centre Department of Neurology Antwerp University Hospital Antwerp Belgium

NGS Competence Center Tübingen University of Tübingen Tübingen Germany

NIHR Great Ormond Street Hospital Biomedical Research Centre London UK

Pediatric Neurology Research Group Vall d'Hebron Research Institute Universitat Autònoma de Barcelona Barcelona Spain

Peripheral Neuropathy Research Group University of Antwerp Antwerp Belgium

Program for Undiagnosed Rare Diseases Ghent University Hospital Ghent Belgium

Radboud Institute for Medical Innovation Nijmegen the Netherlands

Service de Génétique Médicale Centre Hospitalier Universitaire de Bordeaux Bordeaux France

Tampere Neuromuscular Center Tampere Finland

Telethon Institute of Genetics and Medicine Pozzuoli Italy

Translational Neurosciences Faculty of Medicine and Health Sciences University of Antwerp Antwerp Belgium

Universitat de Barcelona Barcelona Spain

University of Burgundy Dijon France

University of Burgundy Franche Comté Dijon France

Vasa Central Hospital Vaasa Finland

Zobrazit více v PubMed

Nguengang Wakap, S. et al. Estimating cumulative point prevalence of rare diseases: analysis of the Orphanet database. Eur. J. Hum. Genet.28, 165–173 (2020). PubMed PMC

Turro, E. et al. Whole-genome sequencing of patients with rare diseases in a national health system. Nature583, 96–102 (2020). PubMed PMC

Smedley, D. et al. 100,000 Genomes Pilot on Rare-Disease Diagnosis in Health Care – Preliminary Report. N. Engl. J. Med.385, 1868–1880 (2021). PubMed PMC

Wright, C. F. et al. Genomic diagnosis of rare pediatric disease in the United Kingdom and Ireland. N. Engl. J. Med.388, 1559–1571 (2023). PubMed PMC

Dai, P. et al. Recommendations for next generation sequencing data reanalysis of unsolved cases with suspected Mendelian disorders: a systematic review and meta-analysis. Genet. Med.24, 1618–1629 (2022). PubMed

López-Martín, E., Martínez-Delgado, B., Bermejo-Sánchez, E. & Alonso, J. SpainUDP: the Spanish Undiagnosed Rare Diseases Program. Int. J. Environ. Res. Public Health15, 1746 (2018). PubMed PMC

Zurek, B. et al. Solve-RD: systematic pan-European data sharing and collaborative analysis to solve rare diseases. Eur. J. Hum. Genet.29, 1325–1331 (2021). PubMed PMC

Laurie, S. et al. The RD-Connect Genome-Phenome Analysis Platform: accelerating diagnosis, research, and gene discovery for rare diseases. Hum. Mutat.43, 717–733 (2022). PubMed PMC

Freeberg, M. A. et al. The European Genome-phenome Archive in 2021. Nucleic Acids Res.50, D980–D987 (2022). PubMed PMC

Köhler, S. et al. The human phenotype ontology in 2021. Nucleic Acids Res.49, D1207–D1217 (2021). PubMed PMC

Graessner, H., Zurek, B., Hoischen, A. & Beltran, S. Solving the unsolved rare diseases in Europe. Eur. J. Hum. Genet29, 1319–1320 (2021). PubMed PMC

Denommé-Pichon, A. S. et al. A Solve-RD ClinVar-based reanalysis of 1522 index cases from ERN-ITHACA reveals common pitfalls and misinterpretations in exome sequencing. Genet. Med.25, 100018 (2023). PubMed

Matalonga, L. et al. Solving patients with rare diseases through programmatic reanalysis of genome-phenome data. Eur. J. Hum. Genet.29, 1337–1347 (2021). PubMed PMC

Jacobsen, J. O. B. et al. The GA4GH Phenopacket schema defines a computable representation of clinical data. Nat. Biotechnol.40, 817–820 (2022). PubMed PMC

Lagorce, D. et al. Phenotypic similarity-based approach for variant prioritization for unsolved rare disease: a preliminary methodological report. Eur. J. Hum. Genet.32, 182–189 (2024). PubMed PMC

Landrum, M. J. et al. ClinVar: Improvements to accessing data. Nucleic Acids Res.48, D835–D844 (2020). PubMed PMC

Schüle, R. et al. Solving unsolved rare neurological diseases—a Solve-RD viewpoint. Eur. J. Hum. Genet.29, 1332–1336 (2021). PubMed PMC

de Boer, E. et al. A MT-TL1 variant identified by whole exome sequencing in an individual with intellectual disability, epilepsy, and spastic tetraparesis. Eur. J. Hum. Genet.29, 1359–1368 (2021). PubMed PMC

Töpf, A. et al. Exome reanalysis and proteomic profiling identified TRIP4 as a novel cause of cerebellar hypoplasia and spinal muscular atrophy (PCH1). Eur. J. Hum. Genet.29, 1348–1353 (2021). PubMed PMC

te Paske, I. B. A. W. et al. A mosaic PIK3CA variant in a young adult with diffuse gastric cancer: case report. Eur. J. Hum. Genet.29, 1354–1358 (2021). PubMed PMC

Pauly, M. G. et al. Not to miss: intronic variants, treatment, and review of the phenotypic spectrum in VPS13D-related disorder. Int. J. Mol. Sci.24, 1874 (2023). PubMed PMC

Pauly, M. G. et al. The expanding phenotypical spectrum of WARS2-related disorder: four novel cases with a common recurrent variant. Genes (Basel)14, 822 (2023). PubMed PMC

Kaplanis, J. et al. Evidence for 28 genetic disorders discovered by combining healthcare and research data. Nature586, 757–762 (2020). PubMed PMC

Weihl, C. C. et al. Loss of function variants in DNAJB4 cause a myopathy with early respiratory failure. Acta Neuropathol.145, 127–143 (2023). PubMed PMC

Gangfuß, A. et al. A de novo CSDE1 variant causing neurodevelopmental delay, intellectual disability, neurologic and psychiatric symptoms in a child of consanguineous parents. Am. J. Med. Genet. A188, 283–291 (2022). PubMed

Ferreira, C. R., van Karnebeek, C. D. M., Vockley, J. & Blau, N. A proposed nosology of inborn errors of metabolism. Genet. Med.21, 102–106 (2019). PubMed PMC

Atalaia, A. et al. A guide to writing systematic reviews of rare disease treatments to generate FAIR-compliant datasets: building a Treatabolome. Orphanet J. Rare Dis.15, 206 (2020). PubMed PMC

Rehm, H. L. et al. ClinGen–the Clinical Genome Resource. N. Engl. J. Med.372, 2235–2242 (2015). PubMed PMC

Jaganathan, K. et al. Predicting splicing from primary sequence with deep learning. Cell176, 535–548 (2019). PubMed

Wright, C. F. et al. Making new genetic diagnoses with old data: iterative reanalysis and reporting from genome-wide data in 1,133 families with developmental disorders. Genet. Med.20, 1216–1223 (2018). PubMed PMC

Baker, S. W. et al. Automated clinical exome reanalysis reveals novel diagnoses. J. Mol. Diagn.21, 38–48 (2019). PubMed

Liu, P. et al. Reanalysis of clinical exome sequencing data. N. Engl. J. Med.380, 2478–2480 (2019). PubMed PMC

Bullich, G. et al. Systematic collaborative reanalysis of genomic data improves diagnostic yield in neurologic rare diseases. J. Mol. Diagn.24, 529–542 (2022). PubMed

de Ligt, J. et al. Diagnostic exome sequencing in persons with severe intellectual disability. N. Engl. J. Med.367, 1921–1929 (2012). PubMed

Rauch, A. et al. Range of genetic mutations associated with severe non-syndromic sporadic intellectual disability: an exome sequencing study. Lancet380, 1674–1682 (2012). PubMed

Demidov, G. et al. Comprehensive reanalysis for CNVs in ES data from unsolved rare disease cases results in new diagnoses. NPJ Genom. Med.9, 49 (2024). PubMed PMC

Demidov, G. et al. Structural variant calling and clinical interpretation in 6224 unsolved rare disease exomes. Eur. J. Hum. Genet.32, 998–1004 (2024). PubMed PMC

Greene, D. et al. Mutations in the U4 snRNA gene RNU4-2 cause one of the most prevalent monogenic neurodevelopmental disorders. Nat. Med.30, 2165–2169 (2024). PubMed PMC

Chen, Y. et al. De novo variants in the RNU4-2 snRNA cause a frequent neurodevelopmental syndrome. Nature632, 832–840 (2024). PubMed PMC

Ellwanger, K. et al. Model matchmaking via the Solve-RD Rare Disease Models & Mechanisms Network (RDMM-Europe). Lab. Anim.53, 161–165 (2024). PubMed PMC

Rehm, H. L. Time to make rare disease diagnosis accessible to all. Nat. Med.28, 241–242 (2022). PubMed PMC

Boycott, K. M., Azzariti, D. R., Hamosh, A. & Rehm, H. L. Seven years since the launch of the Matchmaker Exchange: the evolution of genomic matchmaking. Hum. Mutat.43, 659–667 (2022). PubMed PMC

Cummings, B. B. et al. Improving genetic diagnosis in Mendelian disease with transcriptome sequencing. Sci. Transl. Med.9, eaal5209 (2017). PubMed PMC

Wortmann, S. B. et al. How to proceed after ‘negative’ exome: a review on genetic diagnostics, limitations, challenges, and emerging new multiomics techniques. J. Inherit. Metab. Dis.45, 663–681 (2022). PubMed PMC

Yépez, V. A. et al. Clinical implementation of RNA sequencing for Mendelian disease diagnostics. Genome Med.14, 38 (2022). PubMed PMC

Mantere, T., Kersten, S. & Hoischen, A. Long-read sequencing emerging in medical genetics. Front. Genet.10, 426 (2019). PubMed PMC

Beyter, D. et al. Long-read sequencing of 3,622 Icelanders provides insight into the role of structural variants in human diseases and other traits. Nat. Genet.53, 779–786 (2021). PubMed

Merker, J. D. et al. Long-read genome sequencing identifies causal structural variation in a Mendelian disease. Genet. Med.20, 159–163 (2018). PubMed PMC

Sabatella, M. et al. Optical genome mapping identifies a germline retrotransposon insertion in SMARCB1 in two siblings with atypical teratoid rhabdoid tumors. J. Pathol.255, 202–211 (2021). PubMed PMC

Cohen, A. S. A. et al. Genomic answers for children: dynamic analyses of >1000 pediatric rare disease genomes. Genet. Med.24, 1336–1348 (2022). PubMed

Te Paske, I. B. A. W. et al. Noncoding aberrations in mismatch repair genes underlie a substantial part of the missing heritability in Lynch syndrome. Gastroenterology163, 1691–1694 (2022). PubMed

Cheng, J. et al. Accurate proteome-wide missense variant effect prediction with AlphaMissense. Science381, eadg7492 (2023). PubMed

Gilissen, C. et al. Genome sequencing identifies major causes of severe intellectual disability. Nature511, 344–347 (2014). PubMed

Töpf, A. et al. Sequential targeted exome sequencing of 1001 patients affected by unexplained limb-girdle weakness. Genet. Med.22, 1478–1488 (2020). PubMed PMC

Hiz Kurul, S. et al. High diagnostic rate of trio exome sequencing in consanguineous families with neurogenetic diseases. Brain145, 1507–1518 (2022). PubMed PMC

Martin, A. R. et al. PanelApp crowdsources expert knowledge to establish consensus diagnostic gene panels. Nat. Genet.51, 1560–1565 (2019). PubMed

Benarroch, L., Bonne, G., Rivier, F. & Hamroun, D. The 2023 version of the gene table of neuromuscular disorders (nuclear genome). Neuromuscul. Disord.33, 76–117 (2023). PubMed

Lee, J. J. Y., Wasserman, W. W., Hoffmann, G. F., Van Karnebeek, C. D. M. & Blau, N. Knowledge base and mini-expert platform for the diagnosis of inborn errors of metabolism. Genet. Med.20, 151–158 (2018). PubMed PMC

Bonne, G. The Treatabolome, an emerging concept. J. Neuromuscul. Dis.8, 337–339 (2021). PubMed PMC

Laurie, S. et al. From wet-lab to variations: concordance and speed of bioinformatics pipelines for whole genome and whole exome sequencing. Hum. Mutat.37, 1263–1271 (2016). PubMed PMC

McLaren, W. et al. The Ensembl Variant Effect Predictor. Genome Biol.17, 122 (2016). PubMed PMC

Karczewski, K. J. et al. The mutational constraint spectrum quantified from variation in 141,456 humans. Nature581, 434–443 (2020). PubMed PMC

Lelieveld, S. H. et al. Meta-analysis of 2,104 trios provides support for 10 new genes for intellectual disability. Nat. Neurosci.19, 1194–1196 (2016). PubMed

Johansson, L. F. et al. An interconnected data infrastructure to support large-scale rare disease research. Gigascience13, giae058 (2024). PubMed PMC

Khazeeva, G. et al. DeNovoCNN: a deep learning approach to de novo variant calling in next generation sequencing data. Nucleic Acids Res.50, e97 (2022). PubMed PMC

Danis, D. et al. Interpretable prioritization of splice variants in diagnostic next-generation sequencing. Am. J. Hum. Genet.108, 1564–1577 (2021). PubMed PMC

Demidov, G., Sturm, M. & Ossowski, S. ClinCNV: multi-sample germline CNV detection in NGS data. Preprint at bioRxiv10.1101/2022.06.10.495642 (2022).

Geoffroy, V. et al. AnnotSV: an integrated tool for structural variations annotation. Bioinformatics34, 3572–3574 (2018). PubMed

van der Sanden, B. P. G. H. et al. Systematic analysis of short tandem repeats in 38,095 exomes provides an additional diagnostic yield. Genet. Med.23, 1569–1573 (2021). PubMed

Dolzhenko, E. et al. Detection of long repeat expansions from PCR-free whole-genome sequence data. Genome Res.27, 1895–1903 (2017). PubMed PMC

Wijngaard, R. et al. Mobile element insertions in rare diseases: a comparative benchmark and reanalysis of 60,000 exome samples. Eur. J. Hum. Genet.32, 200–208 (2024). PubMed PMC

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