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Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants
Boosting the production of recombinant therapeutic antibodies is crucial in both academic and industry settings. In this work, we investigated the usage of varying signal peptides by antibody V-genes and their roles in recombinant transient production, systematically comparing myeloma and the native...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750424/ https://www.ncbi.nlm.nih.gov/pubmed/33365032 http://dx.doi.org/10.3389/fimmu.2020.604318 |
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author | Ling, Wei-Li Su, Chinh Tran-To Lua, Wai-Heng Poh, Jun-Jie Ng, Yuen-Ling Wipat, Anil Gan, Samuel Ken-En |
author_facet | Ling, Wei-Li Su, Chinh Tran-To Lua, Wai-Heng Poh, Jun-Jie Ng, Yuen-Ling Wipat, Anil Gan, Samuel Ken-En |
author_sort | Ling, Wei-Li |
collection | PubMed |
description | Boosting the production of recombinant therapeutic antibodies is crucial in both academic and industry settings. In this work, we investigated the usage of varying signal peptides by antibody V-genes and their roles in recombinant transient production, systematically comparing myeloma and the native signal peptides of both heavy and light chains in 168 antibody permutation variants. We found that amino acids count and types (essential or non-essential) were important factors in a logistic regression equation model for predicting transient co-transfection protein production rates. Deeper analysis revealed that the culture media were often incomplete and that the supplementation of essential amino acids can improve the recombinant protein yield. While these findings are derived from transient HEK293 expression, they also provide insights to the usage of the large repertoire of antibody signal peptides, where by varying the number of specific amino acids in the signal peptides attached to the variable regions, bottlenecks in amino acid availability can be mitigated. |
format | Online Article Text |
id | pubmed-7750424 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77504242020-12-22 Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants Ling, Wei-Li Su, Chinh Tran-To Lua, Wai-Heng Poh, Jun-Jie Ng, Yuen-Ling Wipat, Anil Gan, Samuel Ken-En Front Immunol Immunology Boosting the production of recombinant therapeutic antibodies is crucial in both academic and industry settings. In this work, we investigated the usage of varying signal peptides by antibody V-genes and their roles in recombinant transient production, systematically comparing myeloma and the native signal peptides of both heavy and light chains in 168 antibody permutation variants. We found that amino acids count and types (essential or non-essential) were important factors in a logistic regression equation model for predicting transient co-transfection protein production rates. Deeper analysis revealed that the culture media were often incomplete and that the supplementation of essential amino acids can improve the recombinant protein yield. While these findings are derived from transient HEK293 expression, they also provide insights to the usage of the large repertoire of antibody signal peptides, where by varying the number of specific amino acids in the signal peptides attached to the variable regions, bottlenecks in amino acid availability can be mitigated. Frontiers Media S.A. 2020-12-07 /pmc/articles/PMC7750424/ /pubmed/33365032 http://dx.doi.org/10.3389/fimmu.2020.604318 Text en Copyright © 2020 Ling, Su, Lua, Poh, Ng, Wipat and Gan http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Ling, Wei-Li Su, Chinh Tran-To Lua, Wai-Heng Poh, Jun-Jie Ng, Yuen-Ling Wipat, Anil Gan, Samuel Ken-En Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants |
title | Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants |
title_full | Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants |
title_fullStr | Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants |
title_full_unstemmed | Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants |
title_short | Essentially Leading Antibody Production: An Investigation of Amino Acids, Myeloma, and Natural V-Region Signal Peptides in Producing Pertuzumab and Trastuzumab Variants |
title_sort | essentially leading antibody production: an investigation of amino acids, myeloma, and natural v-region signal peptides in producing pertuzumab and trastuzumab variants |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750424/ https://www.ncbi.nlm.nih.gov/pubmed/33365032 http://dx.doi.org/10.3389/fimmu.2020.604318 |
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