Multi-attribute monitoring (MAM) methodology for glycosylated subunit vaccines

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Publicado en:Scientific Reports (Nature Publisher Group) vol. 15, no. 1 (2025), p. 41198-41215
Autor principal: Shajahan, Asif
Otros Autores: Jenkins, Lisa M., Barefoot, Nathan, Maldonado, Darielys, Wolff, Jeremy J., Yang, Yanhong, Kueltzo, Lisa A., Ficca, Valerie, Scheideman, Elizabeth, Loukinov, Ivan, Carruthers, Carl, Benmohamed, Dorra, Gowetski, Daniel B., Jiang, Rong, Yang, Sylvie R., Carlton, Kevin, Gall, Jason G., Lei, Q. Paula
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024 7 |a 10.1038/s41598-025-24922-8  |2 doi 
035 |a 3274342038 
045 2 |b d20250101  |b d20251231 
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100 1 |a Shajahan, Asif  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
245 1 |a Multi-attribute monitoring (MAM) methodology for glycosylated subunit vaccines 
260 |b Nature Publishing Group  |c 2025 
513 |a Journal Article 
520 3 |a Many protein-based vaccines comprise viral surface proteins which are chosen for their ability to stimulate the immune system. These vaccine molecules are often heavily glycosylated, and glycosylation plays critical roles in the immunological and stability properties of vaccines. The structural characterization and product quality attribute monitoring of such complex vaccine therapeutics during process development and manufacturing is very challenging. High throughput monitoring of multiple molecular attributes, particularly glycosylation, of recombinant glycoprotein subunit vaccines are needed to support entire vaccine production processes. Multi-attribute monitoring (MAM) technology involves assessing multiple critical molecular attributes of molecules in one set of analyses in an automated fashion, for product quality attribute requirements. MAM is still in the early development stages and is currently applied to therapeutics with very low levels of glycosylation such as monoclonal antibodies. MAM on glycoproteins with a higher number of glycosylation sites with high glycan heterogeneity such as subunit vaccine molecules is challenging as each glycan site and glycan modification exponentially increases data processing complexity. We developed a MAM workflow to perform detailed structural characterization of subunit protein vaccines, monitoring critical parameters such as intact mass, sequence identity, protein clipping, glycosylation, other post-translational modifications, and host cell proteins (HCP). By using a combination of software tools and product process monitoring strategy, we performed data processing at multiple steps and identified key attributes for each vaccine candidate under the development pipeline. Further, a high-throughput critical attribute monitoring MAM workflow was developed to support the influenza and HIV vaccine development processes including cell line selection, cell clone selection, cell culture optimization, stability study evaluation and final vaccine product characterization. 
653 |a Monoclonal antibodies 
653 |a Dihydrofolate reductase 
653 |a Software 
653 |a Vaccines 
653 |a Cell culture 
653 |a Post-translation 
653 |a Glycoproteins 
653 |a Amino acid sequence 
653 |a Data processing 
653 |a Scientific imaging 
653 |a Chromatography 
653 |a Immune system 
653 |a Peptides 
653 |a Monitoring 
653 |a Drug development 
653 |a Proteins 
653 |a Mass spectrometry 
653 |a Human immunodeficiency virus--HIV 
653 |a Glycosylation 
653 |a Vaccine development 
653 |a Heterogeneity 
653 |a Oxidation 
653 |a Process controls 
653 |a Product development 
653 |a Environmental 
700 1 |a Jenkins, Lisa M.  |u Laboratory of Cell Biology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA (ROR: https://ror.org/040gcmg81) (GRID: grid.48336.3a) (ISNI: 0000 0004 1936 8075) 
700 1 |a Barefoot, Nathan  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Maldonado, Darielys  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Wolff, Jeremy J.  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Yang, Yanhong  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Kueltzo, Lisa A.  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Ficca, Valerie  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Scheideman, Elizabeth  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Loukinov, Ivan  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Carruthers, Carl  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Benmohamed, Dorra  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Gowetski, Daniel B.  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Jiang, Rong  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Yang, Sylvie R.  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Carlton, Kevin  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Gall, Jason G.  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
700 1 |a Lei, Q. Paula  |u Vaccine Production Program Laboratory, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Gaithersburg, MD, USA (ROR: https://ror.org/043z4tv69) (GRID: grid.419681.3) (ISNI: 0000 0001 2164 9667) 
773 0 |t Scientific Reports (Nature Publisher Group)  |g vol. 15, no. 1 (2025), p. 41198-41215 
786 0 |d ProQuest  |t Science Database 
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