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A Solve-RD ClinVar-based reanalysis of 1522 index cases from ERN-ITHACA reveals common pitfalls and misinterpretations in exome sequencing
Authors :
Luxembourg Centre for Systems Biomedicine (LCSB): Bioinformatics Core (R. Schneider Group) [research center] Denommé-Pichon, Anne-Sophie Matalonga, Leslie de Boer, Elke Jackson, Adam Benetti, Elisa Banka, Siddharth Bruel, Ange-Line Ciolfi, Andrea Clayton-Smith, Jill Dallapiccola, Bruno Duffourd, Yannis Ellwanger, Kornelia Fallerini, Chiara Gilissen, Christian Graessner, Holm Haack, Tobias B. Havlovicova, Marketa Hoischen, Alexander Jean-Marçais, Nolwenn Kleefstra, Tjitske López-Martín, Estrella Macek, Milan Mencarelli, Maria Antonietta Moutton, Sébastien Pfundt, Rolph Pizzi, Simone Posada, Manuel Radio, Francesca Clementina Renieri, Alessandra Rooryck, Caroline Ryba, Lukas Safraou, Hana Schwarz, Martin Tartaglia, Marco Thauvin-Robinet, Christel Thevenon, Julien Tran Mau-Them, Frédéric Trimouille, Aurélien Votypka, Pavel de Vries, Bert B. A. Willemsen, Marjolein H. Zurek, Birte Verloes, Alain Philippe, Christophe Abbott, Kristin M. Faivre, Laurence Kerstjens, Mieke Martín, Estrella López Macek Jr., Milan Maystadt, Isabelle Morleo, Manuela Nigro, Vicenzo Pinelli, Michele Radio, Francesca C. Riess, Olaf Agathe, Jean-Madeleine De Sainte Santen, Gijs W. E. Thauvin, Christel Torella, Annalaura Vissers, Lisenka Vitobello, Antonio Zguro, Kristina Boer, Elke De Cohen, Enzo Danis, Daniel Gao, Fei Horvath, Rita Johari, Mridul Johanson, Lennart Li, Shuang Morsy, Heba Nelson, Isabelle Paramonov, Ida te Paske, Iris B. A. W. Robinson, Peter Savarese, Marco Steyaert, Wouter Töpf, Ana van der Velde, Joeri K. Vandrovcova, Jana Ossowski, Stephan Demidov, German Sturm, Marc Schulze-Hentrich, Julia M. Schüle, Rebecca Xu, Jishu Kessler, Christoph Wayand, Melanie Synofzik, Matthis Wilke, Carlo Traschütz, Andreas Schöls, Ludger Hengel, Holger Lerche, Holger Kegele, Josua Heutink, Peter Brunner, Han Scheffer, Hans Hoogerbrugge, Nicoline `t Hoen, Peter A. C. Vissers, Lisenka E. L. M. Sablauskas, Karolis de Voer, Richarda M. Kamsteeg, Erik-Jan van de Warrenburg, Bart van Os, Nienke Paske, Iris Te Janssen, Erik Steehouwer, Marloes Yaldiz, Burcu Brookes, Anthony J. Veal, Colin Gibson, Spencer Maddi, Vatsalya Mehtarizadeh, Mehdi Riaz, Umar Warren, Greg Dizjikan, Farid Yavari Shorter, Thomas Straub, Volker Bettolo, Chiara Marini Manera, Jordi Diaz Hambleton, Sophie Engelhardt, Karin Alexander, Elizabeth Peyron, Christine Pélissier, Aurore Beltran, Sergi Gut, Ivo Glynne Laurie, Steven Piscia, Davide Papakonstantinou, Anastasios Bullich, Gemma Corvo, Alberto Fernandez-Callejo, Marcos Hernández, Carles Picó, Daniel Lochmüller, Hanns Gumus, Gulcin Bros-Facer, Virginie Rath, Ana Hanauer, Marc Lagorce, David Hongnat, Oscar Chahdil, Maroua Lebreton, Emeline Stevanin, Giovanni Durr, Alexandra Davoine, Claire-Sophie Guillot-Noel, Léna Heinzmann, Anna Coarelli, Giulia Bonne, Gisèle Evangelista, Teresinha Allamand, Valérie Ben Yaou, Rabah Metay, Corinne Eymard, Bruno Atalaia, Antonio Stojkovic, Tanya Turnovec, Marek Thomasová, Dana Kremliková, Radka Pourová Franková, Vera Havlovicová, Markéta Li\vsková, Petra Dole\vzalová, Pavla Parkinson, Helen Keane, Thomas Freeberg, Mallory Thomas, Coline Spalding, Dylan Robert, Glenn Costa, Alessia Patch, Christine Hanna, Mike Houlden, Henry Reilly, Mary Efthymiou, Stephanie Cali, Elisa Magrinelli, Francesca Sisodiya, Sanjay M. Rohrer, Jonathan Muntoni, Francesco Zaharieva, Irina Sarkozy, Anna Timmerman, Vincent Baets, Jonathan de Vries, Geert De Winter, Jonathan Beijer, Danique de Jonghe, Peter Van de Vondel, Liedewei De Ridder, Willem Weckhuysen, Sarah Nigro, Vincenzo Mutarelli, Margherita Varavallo, Alessandra Banfi, Sandro Musacchia, Francesco Piluso, Giulio Ferlini, Alessandra Selvatici, Rita Gualandi, Francesca Bigoni, Stefania Rossi, Rachele Neri, Marcella Aretz, Stefan Spier, Isabel Sommer, Anna Katharina Peters, Sophia Oliveira, Carla Pelaez, Jose Garcia Matos, Ana Rita José, Celina São Ferreira, Marta Gullo, Irene Fernandes, Susana Garrido, Luzia Ferreira, Pedro Carneiro, Fátima Swertz, Morris A. Johansson, Lennart van der Vries, Gerben Neerincx, Pieter B. Ruvolo, David Kerstjens Frederikse, Wilhemina S. Zonneveld-Huijssoon, Eveline Roelofs-Prins, Dieuwke van Gijn, Marielle Köhler, Sebastian Metcalfe, Alison Drunat, Séverine Heron, Delphine Mignot, Cyril Keren, Boris Lacombe, Didier Trimouille, Aurelien Capella, Gabriel Valle, Laura Holinski-Feder, Elke Laner, Andreas Steinke-Lange, Verena Cilio, Maria-Roberta Carpancea, Evelina Depondt, Chantal Lederer, Damien Sznajer, Yves Duerinckx, Sarah Mary, Sandrine Macaya, Alfons Cazurro-Gutiérrez, Ana Pérez-Dueñas, Belén Munell, Francina Jarava, Clara Franco Masó, Laura Batlle Marcé-Grau, Anna Colobran, Roger Hackman, Peter Udd, Bjarne Hemelsoet, Dimitri Dermaut, Bart Schuermans, Nika Poppe, Bruce Verdin, Hannah Osorio, Andrés Nascimento Depienne, Christel Roos, Andreas Cordts, Isabell Deschauer, Marcus Striano, Pasquale Zara, Federico Riva, Antonella Iacomino, Michele Uva, Paolo Scala, Marcello Scudieri, Paolo Claeys, Kristl Boztug, Kaan Haimel, Matthias W.E, Gijs Ruivenkamp, Claudia A. L. Natera de Benito, Daniel Thompson, Rachel Polavarapu, Kiran Grimbacher, Bodo Zaganas, Ioannis Kokosali, Evgenia Lambros, Mathioudakis Evangeliou, Athanasios Spilioti, Martha Kapaki, Elisabeth Bourbouli, Mara Balicza, Peter Molnar, Maria Judit De la Paz, Manuel Posada Sánchez, Eva Bermejo Delgado, Beatriz Martínez Alonso García de la Rosa, F. Javier Schröck, Evelin Rump, Andreas Mei, Davide Vetro, Annalisa Balestrini, Simona Guerrini, Renzo Chinnery, Patrick F. Ratnaike, Thiloka Schon, Katherine Maver, Ales Peterlin, Borut Münchau, Alexander Lohmann, Katja Herzog, Rebecca Pauly, Martje May, Patrick Beeson, David Cossins, Judith Furini, Simone Afenjar, Alexandra Goldenberg, Alice Masurel, Alice Phan, Alice Dieux-Coeslier, Anne Fargeot, Anne Guerrot, Anne-Marie Toutain, Annick Molin, Arnaud Sorlin, Arthur Putoux, Audrey Jouret, Béatrice Laudier, Béatrice Demeer, Bénédicte Doray, Bérénice Bonniaud, Bertille Isidor, Bertrand Gilbert-Dussardier, Brigitte Leheup, Bruno Reversade, Bruno Paul, Carle Vincent-Delorme, Catherine Neiva, Cecilia Poirsier, Céline Quélin, Chloé Chiaverini, Christine Coubes, Christine Francannet, Christine Colson, Cindy Desplantes, Claire Wells, Constance Goizet, Cyril Sanlaville, Damien Amram, Daniel Lehalle, Daphné Geneviève, David Gaillard, Dominique Zivi, Einat Sarrazin, Elisabeth Steichen, Elisabeth Schaefer, Élise Lacaze, Elodie Jacquemin, Emmanuel Bongers, Ernie Kilic, Esra Colin, Estelle Giuliano, Fabienne Prieur, Fabienne Laffargue, Fanny Morice-Picard, Fanny Petit, Florence Cartault, François Feillet, François Baujat, Geneviève Morin, Gilles Diene, Gwenaëlle Journel, Hubert Perthus, Isabelle Lespinasse, James Alessandri, Jean-Luc Amiel, Jeanne Martinovic, Jelena Delanne, Julian Albuisson, Juliette Lambert, Laëtitia Perrin, Laurence Ousager, Lilian Bomme Van Maldergem, Lionel Pinson, Lucile Ruaud, Lyse Samimi, Mahtab Bournez, Marie Bonnet-Dupeyron, Marie Noëlle Vincent, Marie Jacquemont, Marie-Line Cordier-Alex, Marie-Pierre Gérard-Blanluet, Marion Willems, Marjolaine Spodenkiewicz, Marta Doco-Fenzy, Martine Rossi, Massimiliano Renaud, Mathilde Fradin, Mélanie Mathieu, Michèle Holder-Espinasse, Muriel H. Houcinat, Nada Hanna, Nadine Leperrier, Nathalie Chassaing, Nicolas Philip, Nicole Boute, Odile Van Kien, Philippe Khau Parent, Philippe Bitoun, Pierre Sarda, Pierre Vabres, Pierre Jouk, Pierre-Simon Touraine, Renaud El Chehadeh, Salima Whalen, Sandra Marlin, Sandrine Passemard, Sandrine Grotto, Sarah Bellanger, Séverine Audebert Blesson, Sophie Nambot, Sophie Naudion, Sophie Lyonnet, Stanislas Odent, Sylvie Attie-Bitach, Tania Busa, Tiffany Drouin-Garraud, Valérie Layet, Valérie Bizaoui, Varoona Cusin, Véronica Capri, Yline Alembik, Yves Luxembourg Centre for Systems Biomedicine (LCSB): Bioinformatics Core (R. Schneider Group) [research center] Denommé-Pichon, Anne-Sophie Matalonga, Leslie de Boer, Elke Jackson, Adam Benetti, Elisa Banka, Siddharth Bruel, Ange-Line Ciolfi, Andrea Clayton-Smith, Jill Dallapiccola, Bruno Duffourd, Yannis Ellwanger, Kornelia Fallerini, Chiara Gilissen, Christian Graessner, Holm Haack, Tobias B. Havlovicova, Marketa Hoischen, Alexander Jean-Marçais, Nolwenn Kleefstra, Tjitske López-Martín, Estrella Macek, Milan Mencarelli, Maria Antonietta Moutton, Sébastien Pfundt, Rolph Pizzi, Simone Posada, Manuel Radio, Francesca Clementina Renieri, Alessandra Rooryck, Caroline Ryba, Lukas Safraou, Hana Schwarz, Martin Tartaglia, Marco Thauvin-Robinet, Christel Thevenon, Julien Tran Mau-Them, Frédéric Trimouille, Aurélien Votypka, Pavel de Vries, Bert B. A. Willemsen, Marjolein H. Zurek, Birte Verloes, Alain Philippe, Christophe Abbott, Kristin M. Faivre, Laurence Kerstjens, Mieke Martín, Estrella López Macek Jr., Milan Maystadt, Isabelle Morleo, Manuela Nigro, Vicenzo Pinelli, Michele Radio, Francesca C. Riess, Olaf Agathe, Jean-Madeleine De Sainte Santen, Gijs W. E. Thauvin, Christel Torella, Annalaura Vissers, Lisenka Vitobello, Antonio Zguro, Kristina Boer, Elke De Cohen, Enzo Danis, Daniel Gao, Fei Horvath, Rita Johari, Mridul Johanson, Lennart Li, Shuang Morsy, Heba Nelson, Isabelle Paramonov, Ida te Paske, Iris B. A. W. Robinson, Peter Savarese, Marco Steyaert, Wouter Töpf, Ana van der Velde, Joeri K. Vandrovcova, Jana Ossowski, Stephan Demidov, German Sturm, Marc Schulze-Hentrich, Julia M. Schüle, Rebecca Xu, Jishu Kessler, Christoph Wayand, Melanie Synofzik, Matthis Wilke, Carlo Traschütz, Andreas Schöls, Ludger Hengel, Holger Lerche, Holger Kegele, Josua Heutink, Peter Brunner, Han Scheffer, Hans Hoogerbrugge, Nicoline `t Hoen, Peter A. C. Vissers, Lisenka E. L. M. Sablauskas, Karolis de Voer, Richarda M. Kamsteeg, Erik-Jan van de Warrenburg, Bart van Os, Nienke Paske, Iris Te Janssen, Erik Steehouwer, Marloes Yaldiz, Burcu Brookes, Anthony J. Veal, Colin Gibson, Spencer Maddi, Vatsalya Mehtarizadeh, Mehdi Riaz, Umar Warren, Greg Dizjikan, Farid Yavari Shorter, Thomas Straub, Volker Bettolo, Chiara Marini Manera, Jordi Diaz Hambleton, Sophie Engelhardt, Karin Alexander, Elizabeth Peyron, Christine Pélissier, Aurore Beltran, Sergi Gut, Ivo Glynne Laurie, Steven Piscia, Davide Papakonstantinou, Anastasios Bullich, Gemma Corvo, Alberto Fernandez-Callejo, Marcos Hernández, Carles Picó, Daniel Lochmüller, Hanns Gumus, Gulcin Bros-Facer, Virginie Rath, Ana Hanauer, Marc Lagorce, David Hongnat, Oscar Chahdil, Maroua Lebreton, Emeline Stevanin, Giovanni Durr, Alexandra Davoine, Claire-Sophie Guillot-Noel, Léna Heinzmann, Anna Coarelli, Giulia Bonne, Gisèle Evangelista, Teresinha Allamand, Valérie Ben Yaou, Rabah Metay, Corinne Eymard, Bruno Atalaia, Antonio Stojkovic, Tanya Turnovec, Marek Thomasová, Dana Kremliková, Radka Pourová Franková, Vera Havlovicová, Markéta Li\vsková, Petra Dole\vzalová, Pavla Parkinson, Helen Keane, Thomas Freeberg, Mallory Thomas, Coline Spalding, Dylan Robert, Glenn Costa, Alessia Patch, Christine Hanna, Mike Houlden, Henry Reilly, Mary Efthymiou, Stephanie Cali, Elisa Magrinelli, Francesca Sisodiya, Sanjay M. Rohrer, Jonathan Muntoni, Francesco Zaharieva, Irina Sarkozy, Anna Timmerman, Vincent Baets, Jonathan de Vries, Geert De Winter, Jonathan Beijer, Danique de Jonghe, Peter Van de Vondel, Liedewei De Ridder, Willem Weckhuysen, Sarah Nigro, Vincenzo Mutarelli, Margherita Varavallo, Alessandra Banfi, Sandro Musacchia, Francesco Piluso, Giulio Ferlini, Alessandra Selvatici, Rita Gualandi, Francesca Bigoni, Stefania Rossi, Rachele Neri, Marcella Aretz, Stefan Spier, Isabel Sommer, Anna Katharina Peters, Sophia Oliveira, Carla Pelaez, Jose Garcia Matos, Ana Rita José, Celina São Ferreira, Marta Gullo, Irene Fernandes, Susana Garrido, Luzia Ferreira, Pedro Carneiro, Fátima Swertz, Morris A. Johansson, Lennart van der Vries, Gerben Neerincx, Pieter B. Ruvolo, David Kerstjens Frederikse, Wilhemina S. Zonneveld-Huijssoon, Eveline Roelofs-Prins, Dieuwke van Gijn, Marielle Köhler, Sebastian Metcalfe, Alison Drunat, Séverine Heron, Delphine Mignot, Cyril Keren, Boris Lacombe, Didier Trimouille, Aurelien Capella, Gabriel Valle, Laura Holinski-Feder, Elke Laner, Andreas Steinke-Lange, Verena Cilio, Maria-Roberta Carpancea, Evelina Depondt, Chantal Lederer, Damien Sznajer, Yves Duerinckx, Sarah Mary, Sandrine Macaya, Alfons Cazurro-Gutiérrez, Ana Pérez-Dueñas, Belén Munell, Francina Jarava, Clara Franco Masó, Laura Batlle Marcé-Grau, Anna Colobran, Roger Hackman, Peter Udd, Bjarne Hemelsoet, Dimitri Dermaut, Bart Schuermans, Nika Poppe, Bruce Verdin, Hannah Osorio, Andrés Nascimento Depienne, Christel Roos, Andreas Cordts, Isabell Deschauer, Marcus Striano, Pasquale Zara, Federico Riva, Antonella Iacomino, Michele Uva, Paolo Scala, Marcello Scudieri, Paolo Claeys, Kristl Boztug, Kaan Haimel, Matthias W.E, Gijs Ruivenkamp, Claudia A. L. Natera de Benito, Daniel Thompson, Rachel Polavarapu, Kiran Grimbacher, Bodo Zaganas, Ioannis Kokosali, Evgenia Lambros, Mathioudakis Evangeliou, Athanasios Spilioti, Martha Kapaki, Elisabeth Bourbouli, Mara Balicza, Peter Molnar, Maria Judit De la Paz, Manuel Posada Sánchez, Eva Bermejo Delgado, Beatriz Martínez Alonso García de la Rosa, F. Javier Schröck, Evelin Rump, Andreas Mei, Davide Vetro, Annalisa Balestrini, Simona Guerrini, Renzo Chinnery, Patrick F. Ratnaike, Thiloka Schon, Katherine Maver, Ales Peterlin, Borut Münchau, Alexander Lohmann, Katja Herzog, Rebecca Pauly, Martje May, Patrick Beeson, David Cossins, Judith Furini, Simone Afenjar, Alexandra Goldenberg, Alice Masurel, Alice Phan, Alice Dieux-Coeslier, Anne Fargeot, Anne Guerrot, Anne-Marie Toutain, Annick Molin, Arnaud Sorlin, Arthur Putoux, Audrey Jouret, Béatrice Laudier, Béatrice Demeer, Bénédicte Doray, Bérénice Bonniaud, Bertille Isidor, Bertrand Gilbert-Dussardier, Brigitte Leheup, Bruno Reversade, Bruno Paul, Carle Vincent-Delorme, Catherine Neiva, Cecilia Poirsier, Céline Quélin, Chloé Chiaverini, Christine Coubes, Christine Francannet, Christine Colson, Cindy Desplantes, Claire Wells, Constance Goizet, Cyril Sanlaville, Damien Amram, Daniel Lehalle, Daphné Geneviève, David Gaillard, Dominique Zivi, Einat Sarrazin, Elisabeth Steichen, Elisabeth Schaefer, Élise Lacaze, Elodie Jacquemin, Emmanuel Bongers, Ernie Kilic, Esra Colin, Estelle Giuliano, Fabienne Prieur, Fabienne Laffargue, Fanny Morice-Picard, Fanny Petit, Florence Cartault, François Feillet, François Baujat, Geneviève Morin, Gilles Diene, Gwenaëlle Journel, Hubert Perthus, Isabelle Lespinasse, James Alessandri, Jean-Luc Amiel, Jeanne Martinovic, Jelena Delanne, Julian Albuisson, Juliette Lambert, Laëtitia Perrin, Laurence Ousager, Lilian Bomme Van Maldergem, Lionel Pinson, Lucile Ruaud, Lyse Samimi, Mahtab Bournez, Marie Bonnet-Dupeyron, Marie Noëlle Vincent, Marie Jacquemont, Marie-Line Cordier-Alex, Marie-Pierre Gérard-Blanluet, Marion Willems, Marjolaine Spodenkiewicz, Marta Doco-Fenzy, Martine Rossi, Massimiliano Renaud, Mathilde Fradin, Mélanie Mathieu, Michèle Holder-Espinasse, Muriel H. Houcinat, Nada Hanna, Nadine Leperrier, Nathalie Chassaing, Nicolas Philip, Nicole Boute, Odile Van Kien, Philippe Khau Parent, Philippe Bitoun, Pierre Sarda, Pierre Vabres, Pierre Jouk, Pierre-Simon Touraine, Renaud El Chehadeh, Salima Whalen, Sandra Marlin, Sandrine Passemard, Sandrine Grotto, Sarah Bellanger, Séverine Audebert Blesson, Sophie Nambot, Sophie Naudion, Sophie Lyonnet, Stanislas Odent, Sylvie Attie-Bitach, Tania Busa, Tiffany Drouin-Garraud, Valérie Layet, Valérie Bizaoui, Varoona Cusin, Véronica Capri, Yline Alembik, Yves
Publication Year :
2023
Abstract
Purpose Within the Solve-RD project (https://solve-rd.eu/), the European Reference Network for Intellectual disability, TeleHealth, Autism and Congenital Anomalies aimed to investigate whether a reanalysis of exomes from unsolved cases based on ClinVar annotations could establish additional diagnoses. We present the results of the “ClinVar low-hanging fruit” reanalysis, reasons for the failure of previous analyses, and lessons learned. Methods Data from the first 3576 exomes (1522 probands and 2054 relatives) collected from European Reference Network for Intellectual disability, TeleHealth, Autism and Congenital Anomalies was reanalyzed by the Solve-RD consortium by evaluating for the presence of single-nucleotide variant, and small insertions and deletions already reported as (likely) pathogenic in ClinVar. Variants were filtered according to frequency, genotype, and mode of inheritance and reinterpreted. Results We identified causal variants in 59 cases (3.9%), 50 of them also raised by other approaches and 9 leading to new diagnoses, highlighting interpretation challenges: variants in genes not known to be involved in human disease at the time of the first analysis, misleading genotypes, or variants undetected by local pipelines (variants in off-target regions, low quality filters, low allelic balance, or high frequency). Conclusion The “ClinVar low-hanging fruit” analysis represents an effective, fast, and easy approach to recover causal variants from exome sequencing data, herewith contributing to the reduction of the diagnostic deadlock.
Details
Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1382495478
Document Type :
Electronic Resource