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Using machine learning to predict antibody response to SARS-CoV-2 vaccination in solid organ transplant recipients: the multicentre ORCHESTRA cohort.
Giannella, Maddalena; Huth, Manuel; Righi, Elda; Hasenauer, Jan; Marconi, Lorenzo; Konnova, Angelina; Gupta, Akshita; Hotterbeekx, An; Berkell, Matilda; Palacios-Baena, Zaira R; Morelli, Maria Cristina; Tamè, Mariarosa; Busutti, Marco; Potena, Luciano; Salvaterra, Elena; Feltrin, Giuseppe; Gerosa, Gino; Furian, Lucrezia; Burra, Patrizia; Piano, Salvatore; Cillo, Umberto; Cananzi, Mara; Loy, Monica; Zaza, Gianluigi; Onorati, Francesco; Carraro, Amedeo; Gastaldon, Fiorella; Nordio, Maurizio; Kumar-Singh, Samir; Baño, Jesús Rodríguez; Lazzarotto, Tiziana; Viale, Pierluigi; Tacconelli, Evelina.
Afiliação
  • Giannella M; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy; Infectious Diseases Unit, Department of Integrated Management of Infectious Risk, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy. Electronic address: maddalena.giannella@u
  • Huth M; Faculty of Mathematics and Natural Sciences, University of Bonn, Bonn, Germany; Institute of Computational Biology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Righi E; Division of Infectious Diseases, Department of Diagnostics and Public Health, University of Verona, Verona, Italy.
  • Hasenauer J; Faculty of Mathematics and Natural Sciences, University of Bonn, Bonn, Germany; Institute of Computational Biology, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany.
  • Marconi L; Infectious Diseases Unit, Department of Integrated Management of Infectious Risk, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Konnova A; Molecular Pathology Group, Cell Biology & Histology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium.
  • Gupta A; Molecular Pathology Group, Cell Biology & Histology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium.
  • Hotterbeekx A; Molecular Pathology Group, Cell Biology & Histology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium.
  • Berkell M; Molecular Pathology Group, Cell Biology & Histology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium.
  • Palacios-Baena ZR; Infectious Diseases and Microbiology Clinical Unit, University Hospital Virgen Macarena; Department of Medicine, School of Medicine, University of Seville; and Biomedicine Institute of Seville (IBiS)/CSIC, Seville, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINF
  • Morelli MC; Internal Medicine Unit for the Treatment of Severe Organ Failure, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Tamè M; Gastroenterology Unit, Department of Digestive, Hepatic and Endocrine-metabolic Diseases, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Busutti M; Nephrology, Dialysis and Renal Transplantation Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Potena L; Division of Cardiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Salvaterra E; Division of Interventional Pulmonology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Feltrin G; Regional Center for Transplant Coordination, Padua, Italy.
  • Gerosa G; Cardiac Surgery Unit, Department of Cardio-Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy.
  • Furian L; Kidney and Pancreas Transplantation Unit, Department of Surgical, Oncological and Gastroenterological Sciences, University of Padua, Padua, Italy.
  • Burra P; Unit of Gastroenterology and Multivisceral Transplant, Department of Surgery, Oncology and Gastroenterology, University Hospital of Padua, Padua, Italy.
  • Piano S; Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED, University of Padua, Padua, Italy.
  • Cillo U; Department of Surgery, Oncology and Gastroenterology, Hepatobiliary Surgery and Liver Transplantation Unit, Padua University Hospital, Padua, Italy.
  • Cananzi M; Unit of Pediatric Gastroenterology, Digestive Endoscopy, Hepatology and Care of the Child with Liver Transplantation, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy.
  • Loy M; Thoracic Surgery and Lung Transplant Center, Department of Cardio-Thoracic, Vascular Sciences and Public Health, University of Padua, Padua, Italy.
  • Zaza G; Renal Unit, Department of Medicine, University Hospital of Verona, Verona, Italy.
  • Onorati F; Division of Cardiac Surgery, University of Verona, Verona, Italy.
  • Carraro A; Liver Transplant Unit, Department of Surgery and Dentistry, University and Hospital Trust of Verona, Verona, Italy.
  • Gastaldon F; Department of Nephrology, Dialysis and Transplantation, San Bortolo Hospital, Vicenza, Italy.
  • Nordio M; Nephrology, Dialysis and Transplantation Unit, Treviso Hospital, Treviso, Italy.
  • Kumar-Singh S; Molecular Pathology Group, Cell Biology & Histology, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, Antwerp, Belgium.
  • Baño JR; Infectious Diseases and Microbiology Clinical Unit, University Hospital Virgen Macarena; Department of Medicine, School of Medicine, University of Seville; and Biomedicine Institute of Seville (IBiS)/CSIC, Seville, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINF
  • Lazzarotto T; Section of Microbiology, Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, Bologna, Italy; Microbiology Unit, Department of Integrated Management of Infectious Risk, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Viale P; Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy; Infectious Diseases Unit, Department of Integrated Management of Infectious Risk, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Policlinico Sant'Orsola, Bologna, Italy.
  • Tacconelli E; Division of Infectious Diseases, Department of Diagnostics and Public Health, University of Verona, Verona, Italy.
Clin Microbiol Infect ; 29(8): 1084.e1-1084.e7, 2023 Aug.
Article em En | MEDLINE | ID: mdl-37150358
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transplante de Órgãos / Transplante de Fígado / COVID-19 Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Clin Microbiol Infect Assunto da revista: DOENCAS TRANSMISSIVEIS / MICROBIOLOGIA Ano de publicação: 2023 Tipo de documento: Article
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Transplante de Órgãos / Transplante de Fígado / COVID-19 Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Clin Microbiol Infect Assunto da revista: DOENCAS TRANSMISSIVEIS / MICROBIOLOGIA Ano de publicação: 2023 Tipo de documento: Article