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Journal of Fish Biology · 2026 · Vol. 108 · Issue 6 · Wiley
Atlantic salmon ( Salmo salar L.) populations in Scotland are subject to active management and conservation practices which require biological reference points (BRPs), specifically conservation limits, defined at the level of the stock. Acquiring the data necessary to independently derive these BRPs for all managed populations in Scotland is prohibitive, motivating the use of Bayesian hierarchical stock–recruitment models. The...
Frontiers in Marine Science · 2026 · Vol. 13 · Frontiers
Species distribution models are increasingly used to understand species’ environmental preferences and habitat use as a means to inform management decisions. To identify important areas, mitigate impacts of anthropogenic activities, and forecast potential changes in habitat suitability under future climate conditions, emphasis should be placed on computing accurate and representative models from which reliable predictions can...
Ecology Letters · 2026 · Vol. 29 · Issue 3 · Wiley
The current prevailing perception is that human impacts on the biological realm have been overwhelmingly negative. Here, we test this narrative by considering the consequences for aspects of floristic diversity of the ‘Black Death era’ (1300–1400 ce ), where one third of Europe's population died within half a decade. Based on evidence from 109 pollen records spanning the Common Era, we find increasing floristic diversity from...
Global Ecology and Biogeography · 2026 · Vol. 35 · Issue 1 · Wiley
Aim Homogenisation (decreasing beta‐diversity) among biological assemblages is often interpreted as being caused by already‐widespread species increasing. The link between individual species level trends and homogenisation between assemblages, however, has not been fully addressed, with most studies focused solely on either assemblage level or species level changes. Here we aim to test the widely held hypothesis that homogenis...
Global Ecology and Biogeography · 2025 · Vol. 34 · Issue 12 · Wiley
Aim It is widely reported that aspects of present‐day global biodiversity are declining, with humans largely to blame. However—perhaps paradoxically—in Europe, floristic diversity and human populations have grown in tandem for millennia. Disturbance intensity and habitat heterogeneity potentially explain this phenomenon, though we lack understanding of how human land use intensity affected biodiversity at numerous spatial scal...
Global Change Biology · 2025 · Vol. 31 · Issue 9 · Wiley
Biological communities are changing rapidly in response to human activities, with the high rate of vertebrate species extinction leading many to propose that we are in the midst of a sixth mass extinction event. Five past mass extinction events have commonly been identified across the Phanerozoic, with the last occurring at the end of the Cretaceous, 66 million years ago (Ma). However, life on Earth has always changed and evol...
Global Ecology and Biogeography · 2025 · Vol. 34 · Issue 5 · Wiley
Maria Dornelas; Laura H. Antão; Amanda E. Bates; Viviana Brambilla; Jonathan M. Chase; Cher F. Y. Chow; Ada Fontrodona‐Eslava; Anne E. Magurran; Inês S. Martins; Faye Moyes; Alban Sagouis; Samuel Adu‐Acheampong; Daniel Acquah‐Lamptey; Dušan Adam; Penelope A. Ajani; Aitor Albaina; Pablo Almaraz; Jeongseop An; Roger Sigismund Anderson; Madelaine Jean Robertson Anderson; Alexsander Z. Antunes; Ivan Arismendi; Linda Armbrecht; Pedro Aros‐Mardones; Sreejith Kalpuzha Ashtamoorthy; Narayanan Ayyappan; Gal Badihi; Joseph J. Bailey; Andrew H. Baird; Mark Edward Baird; Sreekumar Vadakkethil Balakrishnan; José António L. Barão‐Nóbrega; Adi Barash; Miguel Barbosa; Jos Barlow; Claus Bässler; Matthieu Beaumont; Natalie Beenaerts; Tiago Octavio Begot; Wallace Beiroz; Ricardo Beldade; David M. Bell; Alecia Bellgrove; Jonathan Belmaker; Lisandro Benedetti‐Cecchi; Cassandra E. Benkwitt; Pamela Medina‐van Berkum; Brandon T. Bestelmeyer; Matthew G. Betts; Maxwell Kelvin Billah; Anne D. Bjorkman; Magdalena Błażewicz; Christopher P. Bloch; Shane A. Blowes; Antonio Bode; Juliano A. Bogoni; Thomas Bolger; Timothy C. Bonebrake; Erik Bonsdorff; Roberta Bottarin; Luke N. Brokensha; Rob W. Brooker; Andrew J. Brooks; Helge Bruelheide; Thiago Almeida Bueno; Claire Laguionie; Mariana Lopes Campagnoli; James Cant; Erica Pellegrini Caramaschi; Alexandre Caron; Tadhg Carroll; Tancredi Caruso; Juan Carvajal‐Quintero; Giuseppe Castaldelli; Edward Castañeda‐Moya; Pedro V. Castilho; Sonia Zanini Cechin; Shahar Chaikin; Uchangi Manjunatha Chandrashekara; Tory J. Chase; Chaolun Allen Chen; Jorge José Cherem; Sei‐Woong Choi; Erica M. Christensen; Alexander V. Christianini; Jackson Wing Four Chu; Peter Coad; Carl Van Colen; Lise Comte; Elisabeth J. Cooper; J. Hans C. Cornelissen; Eddy Cosson; Unai Cotano; Luc Crevecoeur; Shannan Kyle Crow; Graeme S. Cumming; Vanessa S. Daga; Gabriella Damasceno; Gergana N. Daskalova; Claire H. Davies; Robert A. Davis; Frank P. Day; Sussy De‐La‐Zerda; Amy Elizabeth Deacon; Indradatta de Castro‐Arrazola; Steven Degraer; Kharran Deonarinesingh; Juan C. Diaz‐Ricaurte; Christopher R. Dickman; Tara Dirilgen; Ciaran John Dolan; J. Emmett Duffy; Timothy E. Dunn; Giselda Durigan; Ciara Dwyer; Stevan Earl; Dor Edelist; Graham John Edgar; Sally Edmondson; Ashley K. Elgin; Kari Elsa Ellingsen; Sarah C. Elmendorf; Ruth S. Eriksen; S. K. Morgan Ernest; Ruben Escribano; Paula Cabral Eterovick; Brian S. Evans; Jason D. Everett; Vesela Evtimova; Dan A. Exton; Andrew J. Fairbairn; Felipe Moreli Fantacini; Fabiano Turini Farah; Fábio Zanella Farneda; Mario E. Favila; Philippe Fernandez‐Fournier; Braulio Fernández‐Zapata; Diogo F. Ferreira; Carola Ferronato; Christopher R. du Feu; Alessandra Fidelis; David A. Fifield; Vilmar Picinatto Filho; Walter Mesquita Filho; Robert N. L. Fitt; Carlos A. H. Flechtmann; William R. Fraser; Donna L. Fraser; Lídia Freixas; John Fryxell; Garrett J. Fundakowski; Scott Stanley Gabara; Elise Gallois; Mariana García Criado; Emili García‐Berthou; Joaquim Garrabou; Andrew R. Gates; Roberto Cazzolla Gatti; Anna Gavioli; Tal Gavriel; Benoit Gendreau‐Berthiaume; Xingli Giam; Carina Gjerdrum; Michael Glemnitz; Jasmin Annica Godbold; Daniel Gómez‐Gras; Rodrigo Barbosa Gonçalves; Andy Goold; Richard R. Gordon; Menachem Goren; Fernando Vilas Boas Goulart; William A. Gould; Meagan M. Grabowski; Nicholas A. J. Graham; Maurício Eduardo Graipel; Laura J. Grange; Aaron C. Greenville; Gary D. Grossman; Valeria A. Guinder; Peter Haase; Gary N. Haskins; Kris Havstad; Luise Hermanutz; Michael Julian Hames Hickford; Pamela Hidalgo; Pedro Higuchi; Andrew S. Hoey; Gert Van Hoey; Annika Hofgaard; Kristen T. Holeck; Robert D. Hollister; Richard T. Holmes; Mia Odell Hoogenboom; Joaquín Hortal; Tammy Horton; Chih‐hao Hsieh; Christine L. Huffard; Ida‐Maria Huikkonen; Allen H. Hurlbert; Julian Hynes; Pascal Irz; Natalia Macedo Ivanauskas; Akemi Iwayama; Darren K. James; Ute Jandt; Anna M. Jażdżewska; Merlijn Jocque; Sophie T. Johnston; Samuel E. I. Jones; Faith A. M. Jones; Julia A. Jones; Edite Jucevica; Ugis Kagainis; Maiko Kagami; Jungwon Kang; Xuejia Ke; Erin Colleen Keeley; Rebecca Kinnear; Kari Klanderud; Uwe Klinck; Roel van Klink; Stefan Klotz; Carolien Knockaert; Halvor Knutsen; Matti Koivula; Alessandra Kortz; Peter Kriegel; Chao‐Yang Kuo; David J. Kushner; Rosina Kyerematen; Raphaël Lagarde; Lesley T. Lancaster; Ori Frid Landau; Wouter Van Landuyt; Eric R. Larson; Mai Lazarus; Cheol Min Lee; Jonathan S. Lefcheck; Jonas J. Lembrechts; Renato A. Ferreira de Lima; Romullo Guimarães Lima; Nathália G. S. Lima; Cristina Linares; Sandra C. Lindstrom; Francisco Lloret; John David Lloyd; Cleonice Maria Cardoso Lobato; David M. Lodge; Peter Richard Long; Celeste López‐Abbate; Adrià López‐Baucells; Julio Louzada; Maite Louzao; Antonella Lugliè; Micheli Ribeiro Luiz; S. Ellen Macdonald; Joshua S. Madin; André Lincoln Barroso Magalhães; Rajindra Mahabir; David Maphisa; Thomas Edward Martin; Marcio Martins; Patrick T. Martone; Silvia Matesanz; Shin‐ichiro S. Matsuzaki; Thomas J. Matthews; Iain McCombe Matthews; Connie J. Maxwell; Kent P. McFarland; Brian J. McGill; Diane Marie McKnight; Michael J. McWilliam; Jason Meador; Henning Meesenburg; Kristin Meier; Viesturs Melecis; Peter L. Meserve; Christoph F. J. Meyer; Anders Michelsen; Natali Oliva Roman Miiller; Marco Milardi; Nataliya Milchakova; Robert J. Miller; Jonathan Millett; Tom Moens; Luciano F. A. Montag; Jon Moore; Jörg Müller; Akhil Murali; Shauna Ann Murray; Isla H. Myers‐Smith; Randall W. Myster; Masahiro Nakamura; Sasi Nayar; Francis Neat; James A. Nelson; Michael Paul Nelson; Boris P. Nikolov; Rym Nouioua; Collins Ayine Nsor; Michael O'Connor; Edward Adzesiwor Obodai; Amy Marie Offland; Romà Ogaya; Hisako Ogura; Thomas A. Okey; Julian D. Olden; Luiz Gustavo Rodrigues Oliveira‐Santos; Jeffrey C. Oliver; Esben Moland Olsen; Vladimir G. Onipchenko; Daniel Oro; Davis Ozolins; Krzysztof Pabis; Bachisio Mario Padedda; Facundo X. Palacio; Alain Paquette; Sinta Trilestari Pardede; David M. Paterson; Sarah Pausina; Raphaël Pélissier; Steven C. Pennings; Josep Penuelas; Felipe Walter Pereira; Nivaldo Peroni; Sergio Picó; Francesca Pilotto; Hudson Tercio Pinheiro; Oscar Pizarro; Roberto Pizzolotto; Francesco Pomati; Paulo Santos Pompeu; Dominique Ponton; Eric Post; Nicolas Poulet; Juha Pöyry; Steven J. Presley; Herbert H. T. Prins; Pieter Provoost; Kathleen L. Prudic; Vignesh Punjayil; Petr Pyšek; Pascal Querner; Juan Pablo Quimbayo; Indar W. Ramnarine; Daniel C. Reed; Peter Bernard Reich; Suzanne M. Remillard; Cerren Richards; Anthony James Richardson; Itai van Rijn; Victor H. Rivera‐Monroy; Christian Rixen; Kevin Peter Robinson; Ricardo Rocha; Ricardo R. Rodrigues; Cassy Rodrigues; Bjørn de Roos; Denise de C. de Rossa‐Feres; Loreta Rosselli; Peter Charles Rothlisberg; Ana Rubio; Lars G. Rudstam; Catalina S. Ruz; Nancy B. Rybicki; Gunther Van Ryckegem; Andrew L. Rypel; Jon P. Sadler; Victor Satoru Saito; Sofia Sal; Renato Portela Salomão; Nathan J. Sanders; Flavio A. M. Santos; Tiago Gomes dos Santos; Swapan Kumar Sarker; Sara E. Scanga; Marcus Schaub; Jochen Schmidt; Inger Kappel Schmidt; Robert L. Schooley; Alfred Schultz; Alberto Scotti; Amanda Serpell‐Stevens; Filipe C. Serrano; Elizabeth H. Shadwick; Matthew Shaft; Thomas W. Sherry; Erika Mayumi Shimabukuro; Jacek Siciński; Caya Sievers; Fernando Rodrigues da Silva; Ana Carolina da Silva; Juliana M. Silveira; Tadeu Siqueira; Arunkumar Kavidapadinjattathil Sivadasan; Prasad Theruvil Parambil Sivan; Agnija Skuja; Amalia L. Slaughter; Jasper A. Slingsby; Joseph R. Smith; Bruno Eleres Soares; Martin Solan; Flaviana Maluf Souza; Gabriel B. G. Souza; Joshua L. Sprague; Ulrich Stachow; J. John Stadt; Christopher D. Stallings; Radoslav Hristov Stanchev; Emily H. Stanley; Brian M. Starzomski; Jose Mauro Sterza; Maarten Stevens; F. Gary Stiles; Stefan Stoll; Rick D. Stuart‐Smith; Yzel Rondon Súarez; Laura Super; Sarah R. Supp; Tapio Sutela; Iain M. Suthers; Anna Suuronen; Kerrie M. Swadling; Daniel K. Szydlowski; Hisatomo Taki; Sara Jeanne Snell Taylor; Pablo A. Tedesco; Nils Teichert; Akira Terui; Gary P. Thiede; Anne Thimonier; Oliver Thomas; Peter Allan Thompson; Simon Thorn; Jeremy S. Tiemann; Luís Felipe Toledo; Anne Tolvanen; Maria Teresa Zugliani Toniato; Ignasi Torre; Marcos Adriano Tortato; Kumiko Totsu; Andrew Trant; Robert R. Twilley; Hirokazu Urabe; Pierre Valade; Nelson Valdivia; Martha Isabel Vallejo; Thomas J. Valone; Jan Vanaverbeke; Tiago Silveira Vasconcelos; Teppo Vehanen; Fábio Venturoli; Hans M. Verheye; Hendrik Jannes Wietse Vermeulen; Arne Verstraeten; Marcelo Vianna; Rui Vieira; João Paulo Santos Vieira‐Alencar; Marc Vilella; Jean Ricardo Simões Vitule; Lien Van Vu; Robert B. Waide; Paige S. Warren; Joseph Paul Wayman; Sara L. Webb; Benjamin Weigel; Ellen A. R. Welti; Fritha West; Fulgor Westermann; Matthew A. Whalen; Ethan P. White; Claire E. Widdicombe; Richard Williams; Mark Williamson; Michael R. Willig; Sonja Wipf; Eric J. Woehler; Alje Woldering; Kerry D. Woods; Wu‐Bing Xu; Ruthy Yahel; Zeren Yang; Kyle J. A. Zawada; Camila Zornosa‐Torres; Assaf Zvuloni
Motivation Here, we make available a second version of the BioTIME database, which compiles records of abundance estimates for species in sample events of ecological assemblages through time. The updated version expands version 1.0 of the database by doubling the number of studies and includes substantial additional curation to the taxonomic accuracy of the records, as well as the metadata. Moreover, we now provide an R packag...
GeroScience · 2025 · Vol. 47 · Issue 3 · Springer
Journal of Fish Biology · 2024 · Vol. 105 · Issue 2 · Wiley
The challenge of managing aquatic connectivity in a changing climate is exacerbated in the presence of additional anthropogenic stressors, social factors, and economic drivers. Here we discuss these issues in the context of structural and functional connectivity for aquatic biodiversity, specifically fish, in both the freshwater and marine realms. We posit that adaptive management strategies that consider shifting baselines an...
Environmental Monitoring and Assessment · 2022 · Vol. 194 · Issue 11 · Springer
Aquatic biotelemetry increasingly relies on using acoustic transmitters (‘tags’) that enable passive detection of tagged animals using fixed or mobile receivers. Both tracking methods are resource-limited, restricting the spatial area in which movements of highly mobile animals can be measured using proprietary detection systems. Transmissions from tags are recorded by underwater noise monitoring systems designed for other pur...
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Ecology Letters · 2022 · Vol. 25 · Issue 2 · Wiley
Alain Maasri; Sonja C. Jähnig; Mihai C. Adamescu; Rita Adrian; Claudio Baigun; Donald J. Baird; Angelica Batista‐Morales; Núria Bonada; Lee E. Brown; Qinghua Cai; Joao V. Campos‐Silva; Viola Clausnitzer; Topiltzin Contreras‐MacBeath; Steven J. Cooke; Thibault Datry; Gonzalo Delacámara; Luc De Meester; Klaus‐Douwe B. Dijkstra; Van Tu Do; Sami Domisch; David Dudgeon; Tibor Erös; Hendrik Freitag; Joerg Freyhof; Jana Friedrich; Martin Friedrichs‐Manthey; Juergen Geist; Mark O. Gessner; Peter Goethals; Matthew Gollock; Christopher Gordon; Hans‐Peter Grossart; Georges Gulemvuga; Pablo E. Gutiérrez‐Fonseca; Peter Haase; Daniel Hering; Hans Jürgen Hahn; Charles P. Hawkins; Fengzhi He; Jani Heino; Virgilio Hermoso; Zeb Hogan; Franz Hölker; Jonathan M. Jeschke; Meilan Jiang; Richard K. Johnson; Gregor Kalinkat; Bakhtiyor K. Karimov; Aventino Kasangaki; Ismael A. Kimirei; Bert Kohlmann; Mathias Kuemmerlen; Jan J. Kuiper; Benjamin Kupilas; Simone D. Langhans; Richard Lansdown; Florian Leese; Francis S. Magbanua; Shin‐ichiro S. Matsuzaki; Michael T. Monaghan; Levan Mumladze; Javier Muzon; Pierre A. Mvogo Ndongo; Jens C. Nejstgaard; Oxana Nikitina; Clifford Ochs; Oghenekaro Nelson Odume; Jeffrey J. Opperman; Harmony Patricio; Steffen U. Pauls; Rajeev Raghavan; Alonso Ramírez; Bindiya Rashni; Vere Ross‐Gillespie; Michael J. Samways; Ralf B. Schäfer; Astrid Schmidt‐Kloiber; Ole Seehausen; Deep Narayan Shah; Subodh Sharma; Janne Soininen; Nike Sommerwerk; Jason D. Stockwell; Frank Suhling; Ram Devi Tachamo Shah; Rebecca E. Tharme; James H. Thorp; David Tickner; Klement Tockner; Jonathan D. Tonkin; Mireia Valle; Jean Vitule; Martin Volk; Ding Wang; Christian Wolter; Susanne Worischka
Ecology Letters · 2022 · Vol. 25 · Issue 2 · Wiley
Alain Maasri; Sonja C. Jähnig; Mihai C. Adamescu; Rita Adrian; Claudio Baigun; Donald J. Baird; Angelica Batista‐Morales; Núria Bonada; Lee E. Brown; Qinghua Cai; Joao V. Campos‐Silva; Viola Clausnitzer; Topiltzin Contreras‐MacBeath; Steven J. Cooke; Thibault Datry; Gonzalo Delacámara; Luc De Meester; Klaus‐Douwe B. Dijkstra; Van Tu Do; Sami Domisch; David Dudgeon; Tibor Erös; Hendrik Freitag; Joerg Freyhof; Jana Friedrich; Martin Friedrichs‐Manthey; Juergen Geist; Mark O. Gessner; Peter Goethals; Matthew Gollock; Christopher Gordon; Hans‐Peter Grossart; Georges Gulemvuga; Pablo E. Gutiérrez‐Fonseca; Peter Haase; Daniel Hering; Hans Jürgen Hahn; Charles P. Hawkins; Fengzhi He; Jani Heino; Virgilio Hermoso; Zeb Hogan; Franz Hölker; Jonathan M. Jeschke; Meilan Jiang; Richard K. Johnson; Gregor Kalinkat; Bakhtiyor K. Karimov; Aventino Kasangaki; Ismael A. Kimirei; Bert Kohlmann; Mathias Kuemmerlen; Jan J. Kuiper; Benjamin Kupilas; Simone D. Langhans; Richard Lansdown; Florian Leese; Francis S. Magbanua; Shin‐ichiro S. Matsuzaki; Michael T. Monaghan; Levan Mumladze; Javier Muzon; Pierre A. Mvogo Ndongo; Jens C. Nejstgaard; Oxana Nikitina; Clifford Ochs; Oghenekaro Nelson Odume; Jeffrey J. Opperman; Harmony Patricio; Steffen U. Pauls; Rajeev Raghavan; Alonso Ramírez; Bindiya Rashni; Vere Ross‐Gillespie; Michael J. Samways; Ralf B. Schäfer; Astrid Schmidt‐Kloiber; Ole Seehausen; Deep Narayan Shah; Subodh Sharma; Janne Soininen; Nike Sommerwerk; Jason D. Stockwell; Frank Suhling; Ram Devi Tachamo Shah; Rebecca E. Tharme; James H. Thorp; David Tickner; Klement Tockner; Jonathan D. Tonkin; Mireia Valle; Jean Vitule; Martin Volk; Ding Wang; Christian Wolter; Susanne Worischka
Global freshwater biodiversity is declining dramatically, and meeting the challenges of this crisis requires bold goals and the mobilisation of substantial resources. While the reasons are varied, investments in both research and conservation of freshwater biodiversity lag far behind those in the terrestrial and marine realms. Inspired by a global consultation, we identify 15 pressing priority needs, grouped into five research...
Human Genetics · 2022 · Vol. 141 · Issue 1 · Springer
Chiara Fallerini; Nicola Picchiotti; Margherita Baldassarri; Kristina Zguro; Sergio Daga; Francesca Fava; Elisa Benetti; Sara Amitrano; Mirella Bruttini; Maria Palmieri; Susanna Croci; Mirjam Lista; Giada Beligni; Floriana Valentino; Ilaria Meloni; Marco Tanfoni; Francesca Minnai; Francesca Colombo; Enrico Cabri; Maddalena Fratelli; Chiara Gabbi; Stefania Mantovani; Elisa Frullanti; Marco Gori; Francis P. Crawley; Guillaume Butler-Laporte; Brent Richards; Hugo Zeberg; Miklos Lipcsey; Michael Hultström; Kerstin U. Ludwig; Eva C. Schulte; Erola Pairo-Castineira; John Kenneth Baillie; Axel Schmidt; Robert Frithiof; Simone Furini; Francesca Montagnani; Mario Tumbarello; Ilaria Rancan; Massimiliano Fabbiani; Barbara Rossetti; Laura Bergantini; Miriana D’Alessandro; Paolo Cameli; David Bennett; Federico Anedda; Simona Marcantonio; Sabino Scolletta; Federico Franchi; Maria Antonietta Mazzei; Susanna Guerrini; Edoardo Conticini; Luca Cantarini; Bruno Frediani; Danilo Tacconi; Chiara Spertilli Raffaelli; Marco Feri; Alice Donati; Raffaele Scala; Luca Guidelli; Genni Spargi; Marta Corridi; Cesira Nencioni; Leonardo Croci; Gian Piero Caldarelli; Maurizio Spagnesi; Davide Romani; Paolo Piacentini; Maria Bandini; Elena Desanctis; Silvia Cappelli; Anna Canaccini; Agnese Verzuri; Valentina Anemoli; Manola Pisani; Agostino Ognibene; Alessandro Pancrazzi; Maria Lorubbio; Massimo Vaghi; Antonella D.’Arminio Monforte; Federica Gaia Miraglia; Mario U. Mondelli; Massimo Girardis; Sophie Venturelli; Stefano Busani; Andrea Cossarizza; Andrea Antinori; Alessandra Vergori; Arianna Emiliozzi; Stefano Rusconi; Matteo Siano; Arianna Gabrieli; Agostino Riva; Daniela Francisci; Elisabetta Schiaroli; Francesco Paciosi; Andrea Tommasi; Pier Giorgio Scotton; Francesca Andretta; Sandro Panese; Stefano Baratti; Renzo Scaggiante; Francesca Gatti; Saverio Giuseppe Parisi; Francesco Castelli; Eugenia Quiros-Roldan; Melania Degli Antoni; Isabella Zanella; Matteo Della Monica; Carmelo Piscopo; Mario Capasso; Roberta Russo; Immacolata Andolfo; Achille Iolascon; Giuseppe Fiorentino; Massimo Carella; Marco Castori; Filippo Aucella; Pamela Raggi; Rita Perna; Matteo Bassetti; Antonio Di Biagio; Maurizio Sanguinetti; Luca Masucci; Alessandra Guarnaccia; Serafina Valente; Oreste De Vivo; Gabriella Doddato; Rossella Tita; Annarita Giliberti; Maria Antonietta Mencarelli; Caterina Lo Rizzo; Anna Maria Pinto; Valentina Perticaroli; Francesca Ariani; Miriam Lucia Carriero; Laura Di Sarno; Diana Alaverdian; Elena Bargagli; Marco Mandalà; Alessia Giorli; Lorenzo Salerni; Patrizia Zucchi; Pierpaolo Parravicini; Elisabetta Menatti; Tullio Trotta; Ferdinando Giannattasio; Gabriella Coiro; Fabio Lena; Leonardo Gianluca Lacerenza; Domenico A. Coviello; Cristina Mussini; Enrico Martinelli; Sandro Mancarella; Luisa Tavecchia; Mary Ann Belli; Lia Crotti; Gianfranco Parati; Maurizio Sanarico; Francesco Raimondi; Filippo Biscarini; Alessandra Stella; Marco Rizzi; Franco Maggiolo; Diego Ripamonti; Claudia Suardi; Tiziana Bachetti; Maria Teresa La Rovere; Simona Sarzi-Braga; Maurizio Bussotti; Katia Capitani; Simona Dei; Sabrina Ravaglia; Rosangela Artuso; Elena Andreucci; Giulia Gori; Angelica Pagliazzi; Erika Fiorentini; Antonio Perrella; Francesco Bianchi; Paola Bergomi; Emanuele Catena; Riccardo Colombo; Sauro Luchi; Giovanna Morelli; Paola Petrocelli; Sarah Iacopini; Sara Modica; Silvia Baroni; Francesco Vladimiro Segala; Francesco Menichetti; Marco Falcone; Giusy Tiseo; Chiara Barbieri; Tommaso Matucci; Davide Grassi; Claudio Ferri; Franco Marinangeli; Francesco Brancati; Antonella Vincenti; Valentina Borgo; Lombardi Stefania; Mirco Lenzi; Massimo Antonio Di Pietro; Francesca Vichi; Benedetta Romanin; Letizia Attala; Cecilia Costa; Andrea Gabbuti; Menè Roberto; Umberto Zuccon; Lucia Vietri; Stefano Ceri; Pietro Pinoli; Patrizia Casprini; Giuseppe Merla; Gabriella Maria Squeo; Marcello Maffezzoni; Raffaele Bruno; Marco Vecchia; Marta Colaneri; Serena Ludovisi; Yanara Marincevic-Zuniga; Jessica Nordlund; Tomas Luther; Anders Larsson; Katja Hanslin Anna Gradin; Sarah Galien; Sara Bulow Anderberg; Jacob Rosén; Sten Rubertsson; Hugo Zeberg; Robert Frithiof; Miklós Lipcsey; Michael Hultström; Sara Clohisey Peter Horby; Johnny Millar; Julian Knight; Hugh Montgomery; David Maslove; Lowell Ling; Alistair Nichol; Charlotte Summers; Tim Walsh; Charles Hinds; Malcolm G. Semple; Peter J. M. Openshaw; Manu Shankar-Hari; Antonia Ho; Danny McAuley; Chris Ponting; Kathy Rowan; J. Kenneth Baillie; Fiona Griffiths; Wilna Oosthuyzen; Jen Meikle; Paul Finernan; James Furniss; Ellie Mcmaster; Andy Law; Sara Clohisey; J. Kenneth Baillie; Trevor Paterson; Tony Wackett; Ruth Armstrong; Lee Murphy; Angie Fawkes; Richard Clark; Audrey Coutts; Lorna Donnelly; Tammy Gilchrist; Katarzyna Hafezi; Louise Macgillivray; Alan Maclean; Sarah McCafferty; Kirstie Morrice; Jane Weaver; Ceilia Boz; Ailsa Golightly; Mari Ward; Hanning Mal; Helen Szoor-McElhinney; Adam Brown; Ross Hendry; Andrew Stenhouse; Louise Cullum; Dawn Law; Sarah Law; Rachel Law; Max Head Fourman; Maaike Swets; Nicky Day; Filip Taneski; Esther Duncan; Marie Zechner; Nicholas Parkinson; Erola Pairo-Castineira; Sara Clohisey; Lucija Klaric; Andrew D. Bretherick; Konrad Rawlik; Dorota Pasko; Susan Walker; Nick Parkinson; Max Head Fourman; Clark D. Russell; James Furniss; Anne Richmond; Elvina Gountouna; David Harrison; Bo Wang; Yang Wu; Alison Meynert; Athanasios Kousathanas; Loukas Moutsianas; Zhijian Yang; Ranran Zhai; Chenqing Zheng; Graeme Grimes; Jonathan Millar; Barbara Shih; Marie Zechner; Jian Yang; Xia Shen; Chris P. Ponting; Albert Tenesa; Kathy Rowan; Andrew Law; Veronique Vitart; James F. Wilson; J. Kenneth Baillie; D. Collier; S. Wood; A. Zak; C. Borra; M. Matharu; P. May; Z. Alldis; O. Mitchelmore; R. Bowles; A. Easthorpe; F. Bibi; I. Lancoma-Malcolm; J. Gurasashvili; J. Pheby; J. Shiel; M. Bolton; M. Patel; M. Taylor; O. Zongo; P. Ebano; P. Harding; R. Astin-Chamberlain; Y. Choudhury; A. Cox; D. Kallon; M. Burton; R. Hall; S. Blowes; Z. Prime; J. Biddle; O. Prysyazhna; T. Newman; C. Tierney; J. Kassam; M. Shankar-Hari; M. Ostermann; S. Campos; A. Bociek; R. Lim; N. Grau; T. O. Jones; C. Whitton; M. Marotti; G. Arbane; S. Bonner; K. Hugill; J. Reid; I. Welters; V. Waugh; K. Williams; D. Shaw; J. Fernandez Roman; M. Lopez Martinez; E. Johnson; A. Waite; B. Johnson; O. Hamilton; S. Mulla; M. McPhail; J. Smith; J. K. Baillie; L. Barclay; D. Hope; C. McCulloch; L. McQuillan; S. Clark; J. Singleton; K. Priestley; N. Rea; M. Callaghan; R. Campbell; G. Andrew; L. Marshall; S. McKechnie; P. Hutton; A. Bashyal; N. Davidson; C. Summers; P. Polgarova; K. Stroud; N. Pathan; K. Elston; S. Agrawal; C. Battle; L. Newey; T. Rees; R. Harford; E. Brinkworth; M. Williams; C. Murphy; I. White; M. Croft; N. Bandla; M. Gellamucho; J. Tomlinson; H. Turner; M. Davies; A. Quinn; I. Hussain; C. Thompson; H. Parker; R. Bradley; R. Griffiths; J. Scriven; J. Gill; A. Puxty; S. Cathcart; D. Salutous; L. Turner; K. Duffy; K. Puxty; A. Joseph; R. Herdman-Grant; R. Simms; A. Swain; A. Naranjo; R. Crowe; K. Sollesta; A. Loveridge; D. Baptista; E. Morino; M. Davey; D. Golden; J. Jones; J. Moreno Cuesta; A. Haldeos; D. Bakthavatsalam; R. Vincent; M. Elhassan; K. Xavier; A. Ganesan; D. Purohit; M. Abdelrazik; J. Morgan; L. Akeroyd; S. Bano; D. Warren; M. Bromley; K. Sellick; L. Gurr; B. Wilkinson; V. Nagarajan; P. Szedlak; J. Cupitt; E. Stoddard; L. Benham; S. Preston; N. Slawson; Z. Bradshaw; J. brown; M. Caswell; SMelling; P. Bamford; M. Faulkner; K. Cawley; H. Jeffrey; E. London; H. Sainsbury; I. Nagra; F. Nasir; Ce Dunmore; R. Jones; A. Abraheem; M. Al-Moasseb; R. Girach; C. Brantwood; P. Alexander; J. Bradley-Potts; S. Allen; T. Felton; S. Manna; S. Farnell-Ward; S. Leaver; J. Queiroz; E. Maccacari; D. Dawson; C. Castro Delgado; R. Pepermans Saluzzio; O. Ezeobu; L. Ding; C. Sicat; R. Kanu; G. Durrant; J. Texeira; A. Harrison; T. Samakomva; J. Scriven; H. Willis; B. Hopkins; L. Thrasyvoulou; M. Jackson; A. Zaki; C. Tibke; S. Bennett; W. Woodyatt; A. Kent; E. Goodwin; C. Brandwood; R. Clark; L. Smith; K. Rooney; N. Thomson; N. Rodden; E. Hughes; D. McGlynn; C. Clark; P. Clark; L. Abel; R. Sundaram; L. Gemmell; M. Brett; J. Hornsby; P. MacGoey; R. Price; B. Digby; P. O’Neil; P. McConnell; P. Henderson; S. Henderson; M. Sim; S. Kennedy-Hay; C. McParland; L. Rooney; N. Baxter; D. Pogson; S. Rose; Z. Daly; L. Brimfield; M. K. Phull; M. Hussain; T. Pogreban; L. Rosaroso; E. Salciute L. Grauslyte; D. Brealey; E. Wraith; N. MacCallum; G. Bercades; I. Hass; D. Smyth; A. Reyes; G. Martir; I. D. Clement; K. Webster; C. Hays; A. Gulati; L. Hodgson; M. Margarson; R. Gomez; Y. Baird; Y. Thirlwall; L. Folkes; A. Butler; E. Meadows; S. Moore; D. Raynard; H. Fox; L. Riddles; K. King; S. Kimber; G. Hobden; A. McCarthy; V. Cannons; I. Balagosa; I. Chadbourn; A. Gardner; D. Horner; D. McLaughlanv; B. Charles; N. Proudfoot; T. Marsden; L. Mc Morrow; B. Blackledge; J. Pendlebury; A. Harvey; E. Apetri; C. Basikolo; L. Catlow; R. Doonan; K. Knowles; S. Lee; D. Lomas; C. Lyons; J. Perez; M. Poulaka; M. Slaughter; K. Slevin; M. Taylor; V. Thomas; D. Walker; J. Harris; A. Drummond; R. Tully; J. Dearden; J. Philbin; S. Munt; C. Rishton; G. O’Connor; M. Mulcahy; E. Dobson; J. Cuttler; M. Edward; A. Rose; B. Sloan; S. Buckley; H. Brooke; E. Smithson; R. Charlesworth; R. Sandu; M. Thirumaran; V. Wagstaff; J. Cebrian Suarez; A. Kaliappan; M. Vertue; A. Nicholson; J. Riches; A. Solesbury; L. Kittridge; M. Forsey; G. Maloney; J. Cole; M. Davies; R. Davies; H. Hill; E. Thomas; A. Williams; D. Duffin; B. Player; J. Radhakrishnan; S. Gibson; A. Lyle; F. McNeela; B. Patel; M. Gummadi; G. Sloane; N. Dormand; S. Salmi; Z. Farzad; D. Cristiano; K. Liyanage; V. Thwaites; M. Varghese; M. Meredith; G. Mills; J. Willson; K. Harrington; B. Lenagh; K. Cawthron; S. Masuko; A. Raithatha; K. Bauchmuller; N. Ahmad; J. Barker; Y. Jackson; F. Kibutu; S. Bird; G. Watson; J. Martin; E. Bevan; C. Wrey Brown; D. Trodd; K. English; G. Bell; L. Wilcox; A. Katary; S. Gopal; V. Lake; N. Harris; S. Metherell; E. Radford; J. Scriven; F. Moore; H. Bancroft; J. Daglish; M. Sangombe; M. Carmody; J. Rhodes; M. Bellamy; A. Garg; A. Kuravi; E. Virgilio; P. Ranga; J. Butler; L. Botfield; C. Dexter; J. Fletcher; P. Shanmugasundaram; G. Hambrook; I. Burn; K. Manso; D. Thornton; J. Tebbutt; R. Penn; J. Hulme; S. Hussain; Z. Maqsood; S. Joseph; J. Colley; A. Hayes; C. Ahmed; R. Haque; S. Clamp; R. Kumar; M. Purewal; B. Baines; M. Frise; N. Jacques; H. Coles; J. Caterson; S. Gurung Rai; M. Brunton; E. Tilney; L. Keating; A. Walden; D. Antcliffe; A. Gordon; M. Templeton; R. Rojo; D. Banach; S. Sousa Arias; Z. Fernandez; P. Coghlan; D. Williams; C. Jardine; J. Bewley; K. Sweet; L. Grimmer; R. Johnson; Z. Garland; B. Gumbrill; C. Phillips; L. Ortiz-Ruiz de Gordoa; E. Peasgood; A. Tridente; K. Shuker S. Greer; C. Lynch; C. Pothecary; L. Roche; B. Deacon; K. Turner; J. Singh; G. Sera Howe; P. Paul; M. Gill; I. Wynter; V. Ratnam; S. Shelton; J. Naisbitt; J. Melville; R. Baruah; S. Morrison; A. McGregor; V. Parris; M. Mpelembue; S. Srikaran; C. Dennis; A. Sukha; A. Williams; M. Verlande; K. Holding; K. Riches; C. Downes; C. Swan; A. Rostron; A. Roy; L. Woods; S. Cornell; F. Wakinshaw; B. Creagh-Brown; H. Blackman; A. Salberg; E. Smith; S. Donlon; S. Mtuwa; N. Michalak-Glinska; S. Stone; C. Beazley; V. Pristopan; N. Nikitas; L. Lankester; C. Wells; A. S. Raj; K. Fletcher; R. Khade; G. Tsinaslanidis; M. McMahon; S. Fowler; A. McGregor; T. Coventry; R. Stewart; L. Wren; E. Mwaura; L. Mew; A. Rose; D. Scaletta; F. Williams; K. Inweregbu; A. Nicholson; N. Lancaster; M. Cunningham; A. Daniels; L. Harrison; S. Hope; S. Jones; A. Crew; G. Wray; J. Matthews; R. Crawley; J. Carter; I. Birkinshaw; J. Ingham; Z. Scott; K. Howard; R. Joy; S. Roche; M. Clark; S. Purvis; A. Morrison; D. Strachan; M. Taylor; S. Clements; K. Black; C. Parmar; A. Altabaibeh; K. Simpson; L. Mostoles; K. Gilbert; L. Ma; A. Alvaro; M. Thomas; B. Faulkner; R. Worner; K. Hayes; E. Gendall; H. Blakemore; B. Borislavova; E. Goff; A. Vuylsteke; L. Mwaura; J. Zamikula; L. Garner; A. Mitchell; S. Mepham; L. Cagova; A. Fofano; H. Holcombe; K. Praman; T. Szakmany; A. E. Heron; S. Cherian; S. Cutler; A. Roynon-Reed; G. Randell; K. Convery; K. Stammers D. Fottrell-Gould; L. Hudig; J. Keshet-price; M. Peters; L. O’Neill; S. Ray; H. Belfield; T. McHugh; G. Jones; O. Akinkugbe; A. Tomas; E. Abaleke; E. Beech; H. Meghari; S. Yussuf; A. Bamford; B. Hairsine; E. Dooks; F. Farquhar; S. Packham; H. Bates; C. McParland; L. Armstrong; C. Kaye; A. Allan; J. Medhora; J. Liew; A. Botello; F. Anderson; R. Cusack; H. Golding; K. Prager; T. Williams; S. Leggett; K. Golder; M. Male; O. Jones; K. Criste; M. Marani; V. Anumakonda; V. Amin; K. Karthik; R. Kausar; E. Anastasescu; K. Reid; M. Jacqui; A. Hormis; R. Walker; D. Collier; T. Duncan; A. Uriel; A. Ustianowski; H. T-Michael; M. Bruce; K. Connolly; K. Smith; R. Partridge; D. Griffin; M. McDonald; N. Muchenje; D. Martin; H. Filipe; C. Eastgate; C. Jackson; A. Gratrix; L. Foster; V. Martinson; E. Stones; Caroline Abernathy; P. Parkinson; A. Reed; C. Prendergast; P. Rogers; M. Woodruff; R. Shokkar; S. Kaul; A. Barron; C. Collins; S. Beavis; A. Whileman; K. Dale; J. Hawes; K. Pritchard; R. Gascoyne; L. Stevenson; R. Jha; L. Lim; V. Krishnamurthy; R. Parker; I. Turner-Bone; L. Wilding; A. Reddy; S. Whiteley; E. Wilby; C. Howcroft; A. Aspinwall; S. Charlton; B. Ogg; D. Menzies; R. Pugh; E. Allan; R. Lean; F. Davies; J. Easton; X. Qiu; S. Kumar; K. Darlington; G. Houston; P. O’Brien; T. Geary; J. Allan; A. Meikle; G. Hughes; M. Balasubramaniam; S. Latham; E. McKenna; R. Flanagan; S. Sathe; E. Davies; L. Roche; M. Chablani; A. Kirkby; K. Netherton; S. Archer; B. Yates; C. Ashbrook-Raby; S. Cole; M. Casey; L. Cabrelli; S. Chapman; M. Casey; P. Austin; A. Hutcheon; C. Whyte; C. Almaden-Boyle; N. Pattison; C. Cruz; A. Vochin; H. Kent; A. Thomas; S. Murdoch; B. David; M. Penacerrada; G. Lubimbi; V. Bastion; R. Wulandari; J. Valentine; D. Clarke; A. Serrano-Ruiz; S. Hierons; L. Ramos; C. Demetriou; S. Mitchard; K. White; N. White; S. Pitts; D. Branney; J. Frankham; M. Watters; H. Langton; R. Prout; V. Page; T. Varghes; A. Cowton; A. Kay; K. Potts; M. Birt; M. Kent; A. Wilkinson; E. Jude; V. Turner; H. Savill; J. McCormick; M. Clark; M. Coulding; S. Siddiqui; O. Mercer; H. Rehman; D. Potla; N. Capps; D. Donaldson; J. Jones; H. Button; T. Martin; K. Hard; A. Agasou; L. Tonks; T. Arden; P. Boyle; M. Carnahan; J. Strickley; C. Adams; D. Childs; R. Rikunenko; M. Leigh; M. Breekes; R. Wilcox; A. Bowes; H. Tiveran; F. Hurford; J. Summers; A. Carter; Y. Hussain; L. Ting; A. Javaid; N. Motherwell; H. Moore; H. Millward; S. Jose; N. Schunki; A. Noakes; C. Clulow; G. Sadera; R. Jacob; C. Jones; M. Blunt; Z. Coton; H. Curgenven; S. Mohamed Ally; K. Beaumont; M. Elsaadany; K. Fernandes; I. Ali Mohamed Ali; H. Rangarajan; V. Sarathy; S. Selvanayagam; D. Vedage; M. White; M. Smith; N. Truman; S. Chukkambotla; S. Keith; J. Cockerill-Taylor; J. Ryan-Smith; R. Bolton; P. Springle; J. Dykes; J. Thomas; M. Khan; M. T. Hijazi; E. Massey; G. Croston; H. Reschreiter; J. Camsooksai; S. Patch; S. Jenkins; C. Humphrey; B. Wadams; J. Camsooksai; N. Bhatia; M. Msiska; O. Adanini; B. Attwood; P. Parsons; K. Tatham; S. Jhanji; E. Black; A. Dela Rosa; R. Howle; B. Thomas; T. Bemand; R. Raobaikady; R. Saha; N. Staines; A. Daniel; J. Finn; J. Hutter; P. Doble; C. Shovelton; C. Pawley; T. Kannan; M. Hill; E. Combes; S. Monnery; T. Joefield; M. Popescu; M. Thankachen; M. Oblak; J. Little; S. McIvor; A. Brady; H. Whittle; H. Prady; R. Chan; A. Ahmed; A. Morris; C. Gibson; E. Gordon; S. Keenan; H. Quinn; S. Benyon; S. Marriott; L. Zitter; L. Park; K. Baines; M. Lyons; M. Holland; N. Keenan; M. Young; S. Garrioch; J. Dawson; M. Tolson; B. Scholefield; R. Bi; N. Richardson; N. Schumacher; T. Cosier; G. Millen; A. Higham; K. Simpson; S. Turki; L. Allen; N. Crisp; T. Hazleton; A. Knight; J. Deery; C. Price; S. Turney; S. Tilbey; E. Beranova; D. Wright; L. Georg; S. Twiss; A. Cowton; S. Wadd; K. Postlethwaite; P. Gondo; B. Masunda; A. Kayani; B. Hadebe; J. Whiteside; R. Campbell; N. Clarke; P. Donnison; F. Trim; I. Leadbitter; D. Butcher; S. O’Sullivan; B. Purewal; S. Bell; V. Rivers’; R. O’Leary; J. Birch; E. Collins; S. Anderson; K. Hammerton; E. Andrews; A. Higham; K. Burns; I. Edmond; D. Salutous; A. Todd; J. Donnachie; P. Turner; L. Prentice; L. Symon; N. Runciman; F. Auld; M. Halkes; P. Mercer; L. Thornton; G. Debreceni; J. Wilkins; A. Brown; V. Crickmore; G. Subramanian; R. Marshall; C. Jennings; M. Latif; L. Bunni; M. Spivey; S. Bean; K. Burt; V. Linnett; J. Ritzema; A. Sanderson; W. McCormick; M. Bokhari; R. Kapoor; D. Loader; A. Ayers; W. Harrison; J. North; Z. Belagodu; R. Parasomthy; O. Olufuwa; A. Gherman; B. Fuller; C. Stuart; O. Kelsall; C. Davis; L. Wild; H. Wood; J. Thrush; A. Durie; K. Austin’; K. Archer; P. Anderson; C. Vigurs; C. Thorpe; A. Thomas; E. Knights; N. Boyle; A. Price; A. Kubisz-Pudelko; D. Wood; A. Lewis; S. Board; L. Pippard; J. Perry; K. Beesley; A. Rattray; M. Taylor; E. Lee; L. Lennon; K. Douglas; D. Bell; R. Boyle; L. Glass; M. Nauman Akhtar; K. Dent; D. Potoczna; S. Pearson; E. Horsley; S. Spencer; C. Phillips; D. Mullan; D. Skinner; J. Gaylard; L. Ortiz-Ruizdegordoa; R. Barber; C. Hewitt; A. Hilldrith; S. Shepardson; M. Wills; K. Jackson-Lawrence; A. Gupta; A. Easthope; E. Timlick; C. Gorman; I. Otaha; A. Gales; S. Coetzee; M. Raj; M. Peiu; V. Parris; S. Quaid; E. Watson; K. Elliott; J. Mallinson; B. Chandler; A. Turnbull; A. Quinn; C. Finch; C. Holl; J. Cooper; A. Evans.; W. Khaliq; A. Collins; E. Treus Gude; N. Love; L. van Koutrik; J. Hunt; D. Kaye; E. Fisher; A. Brayne; V. Tuckey; P. Jackson; J. Parkin; D. Brealey; E. Raith; A. Tariq; H. Houlden; A. Tucci; J. Hardy; E. Moncur; J. Highgate; A. Cowley; A. Mitra; R. Stead; T. Behan; C. Burnett; M. Newton; E. Heeney; R. Pollard; J. Hatton; A. Patel; V. Kasipandian; S. Allibone; R. M. Genetu; I. Otahal; L. O’Brien; Z. Omar; E. Perkins; K. Davies; D. Tetla; C. Pothecary; B. Deacon; B. Shelley; V. Irvine; S. Williams; P. Williams; J. Birch; J. Goodsell; R. Tutton; L. Bough; B. Winter-Goodwin; R. Kitson; J. Pinnell; A. Wilson; T. Nortcliffe; T. Wood; M. Home; K. Holdroyd; M. Robinson; R. Shaw; J. Greig; M. Brady; A. Haigh; L. Matupe; M. Usher; S. Mellor; S. Dale; L. Gledhill; L. Shaw; G. Turner; D. Kelly; B. Anwar; H. Riley; H. Sturgeon; A. Ali; L. Thomis; D. Melia; A. Dance; K. Hanson; S. Humphreys; I. Frost; V. Gopal; J. Godden; A. Holden; S. Swann; T. Smith; M. Clapham; U. Poultney; R. Harper; P. Rice; W. Khaliq; R. Reece-Anthony; B. Gurung; S. Moultrie; M. Odam; A. Mayer; A. Bellini; A. Pickard; J. Bryant; N. Roe; J. Sowter; D. Butcher; K. Lang; J. Taylor; P. Barry; M. Hobrok; H. Tench; R. Wolf-Roberts; H. McGuinness; R. Loosley; D. Hawcutt; L. Rad; L. O’Malley; P. Saunderson; G. Seddon; T. Anderson; N. Rogers; J. Ruddy; M. Harkins; M. Taylor; C. Beith; A. McAlpine; L. Ferguson; P. Grant; S. MacFadyen; M. McLaughlin; T. Baird; S. Rundell; L. Glass; B. Welsh; R. Hamill; F. Fisher; T. Smith; J. Gregory; A. Brown; Axel Schmidt; Kerstin U. Ludwig; Selina Rolker; Markus M. Nöthen; Julia Fazaal; Verena Keitel; Björn Jensen; Torsten Feldt; Lisa Knopp; Julia Schröder; Carlo Maj; Fabian Brand; Marc M. Berger; Thorsten Brenner; Anke Hinney; Oliver Witzke; Robert Bals; Christian Herr; Nicole Ludwig; Jörn Walter; Jochen Schneider; Johanna Erber; Christoph D. Spinner; Clemens M. Wendtner; Christof Winter; Ulrike Protzer; Nicolas Casadei; Stephan Ossowski; Olaf H. Riess; Eva C. Schulte; J. Brent Richards; Guillaume Butler-Laporte; Mirosław Kwasniewski; Urszula Korotko; Karolina Chwialkowska; Magdalena Niemira; Jerzy Jaroszewicz; Barbara Sobala-Szczygiel; Beata Puzanowska; Anna Parfieniuk-Kowerda; Diana Martonik; Anna Moniuszko-Malinowska; Sławomir Pancewicz; Dorota Zarębska-Michaluk; Krzysztof Simon; Monika Pazgan-Simon; Iwona Mozer-Lisewska; Maciej Bura; Agnieszka Adamek; Krzysztof Tomasiewicz Małgorzata Pawłowska; Anna Piekarska; Aleksandra Berkan-Kawinska; Andrzej Horban; Justyna Kowalska; Regina Podlasin; Piotr Wasilewski; Arsalin Azzadin; Miroslaw Czuczwar; Slawomir Czaban; Paweł Olszewski; Jacek Bogocz; Magdalena Ochab; Anna Kruk; Sandra Uszok; Agnieszka Bielska; Anna Szałkowska; Justyna Raczkowska; Gabriela Sokołowska; Joanna Chorostowska-Wynimko; Aleksandra Jezela-Stanek; Adriana Roży; Urszula Lechowicz; Urszula Polowianiuk; Kamil Grubczak; Aleksandra Starosz; Andrzej Eljaszewicz; Wiktoria Izdebska; Adam Krętowski; Robert Flisiak; Marcin Moniuszko, Malak Abedalthaga Alaamery; Salam Massadeh; Mohamed Fawzy; Hadeel AlBardis; Nora Aljawini; Moneera Alsuwailm; Faisal Almalki; Serghei Mangul; Junghyun Jung; Hamdi Mbarek; Chadi Saad; Yaser Al-Sarraj; Wadha Al-Muftah; Radja Badji; Asma Al Thani; Said I. Ismail; Francesca Mari; Alessandra Renieri; Simone Furini
The combined impact of common and rare exonic variants in COVID-19 host genetics is currently insufficiently understood. Here, common and rare variants from whole-exome sequencing data of about 4000 SARS-CoV-2-positive individuals were used to define an interpretable machine-learning model for predicting COVID-19 severity. First, variants were converted into separate sets of Boolean features, depending on the absence or the pr...