Integrating artificial intelligence-based epitope prediction in a SARS-CoV-2 antibody discovery pipeline: caution is warranted.

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第一作者： Delphine Diana,Acar

第一单位： HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium.

作者： Delphine Diana,Acar ^[1] ; Wojciech,Witkowski ^[1] ; Magdalena,Wejda ^[1] ; Ruifang,Wei ^[1] ; Tim,Desmet ^[2] ; Bert,Schepens ^[3] ; Sieglinde,De Cae ^[3] ; Koen,Sedeyn ^[3] ; Hannah,Eeckhaut ^[3] ; Daria,Fijalkowska ^[3] ; Kenny,Roose ^[3] ; Sandrine,Vanmarcke ^[3] ; Anne,Poupon ^[4] ; Dirk,Jochmans ^[5] ; Xin,Zhang ^[5] ; Rana,Abdelnabi ^[5] ; Caroline S,Foo ^[5] ; Birgit,Weynand ^[6] ; Dirk,Reiter ^[7] ; Nico,Callewaert ^[3] ; Han,Remaut ^[8] ; Johan,Neyts ^[5] ; Xavier,Saelens ^[3] ; Sarah,Gerlo ^[9] ; Linos,Vandekerckhove ^[10]

作者单位： HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium. ^[1] Department of Basic and Applied Medical Sciences, Ghent University, Ghent 9000, Belgium. ^[2] VIB-UGent Center for Medical Biotechnology, VIB, Ghent 9052, Belgium; Department of Biochemistry and Microbiology, Ghent University, Ghent 9052, Belgium. ^[3] MAbSilico, Tours 37000, France. ^[4] Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, KU Leuven, Leuven 3000, Belgium. ^[5] Department of Imaging and Pathology, Translational Cell and Tissue Research, KU Leuven, Leuven 3000, Belgium. ^[6] Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels 1050, Belgium. ^[7] Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels 1050, Belgium; VIB-VUB Center for Structural Biology, VIB, Brussels 1050, Belgium. ^[8] HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium; Department of Biomolecular Medicine, Ghent University, Ghent 9000, Belgium. ^[9] HIV Cure Research Center, Department of Internal Medicine and Pediatrics, Ghent University Hospital, Ghent University, Ghent 9000, Belgium. Electronic address: linos.vandekerckhove@ugent.be. ^[10]

关键词 Covid-19 Epitope mapping In silico prediction Neutralizing antibody SARS-CoV-2

主题词仓鼠亚科(Cricetinae);动物(Animals);人类(Humans);女(雌)性(Female);表位(Epitopes);疾病大流行(Pandemics);人工智能(Artificial Intelligence);抗体, 病毒(Antibodies, Viral);抗体, 中和(Antibodies, Neutralizing);金仓鼠(Mesocricetus)

DOI 10.1016/j.ebiom.2023.104960

PMID 38232633

发布时间 2024-10-23

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Integrating artificial intelligence-based epitope prediction in a SARS-CoV-2 antibody discovery pipeline: caution is warranted.

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Integrating artificial intelligence-based epitope prediction in a SARS-CoV-2 antibody discovery pipeline: caution is warranted.

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