scholarly journals High-throughput antibody engineering in mammalian cells by CRISPR/Cas9-mediated homology-directed mutagenesis

2018 ◽  
Author(s):  
Derek M Mason ◽  
Cédric R Weber ◽  
Cristina Parola ◽  
Simon M Meng ◽  
Victor Greiff ◽  
...  

ABSTRACTAntibody engineering is performed to improve therapeutic properties by directed evolution, usually by high-throughput screening of phage or yeast display libraries. Engineering antibodies in mammalian cells offers advantages associated with expression in their final therapeutic format (full-length glycosylated IgG), however, the inability to express large and diverse libraries severely limits their potential throughput. To address this limitation, we have developed homology-directed mutagenesis (HDM), a novel method which extends the concept of CRISPR/Cas9-mediated homology-directed repair (HDR). HDM leverages oligonucleotides with degenerate codons to generate site-directed mutagenesis libraries in mammalian cells. By improving HDM efficiency (>35-fold) and combining mammalian display screening with next-generation sequencing (NGS), we validated this approach can be used for key applications in antibody engineering at high-throughput: rational library construction, novel variant discovery, affinity maturation, and deep mutational scanning (DMS). We anticipate that HDM will be a valuable tool for engineering and optimizing antibodies in mammalian cells, and eventually enable directed evolution of other complex proteins and cellular therapeutics.

2021 ◽  
Author(s):  
Samvedna Saini ◽  
Manusmriti Agarwal ◽  
Amartya Pradhan ◽  
Savitha Pareek ◽  
Ashish K Singh ◽  
...  

Abstract Introduction: Computational antibody engineering, affinity maturation, and screening greatly aid in vaccine and therapeutic antibody development by increasing the speed and accuracy of predictions. This study presents a protocol for designing affinity enhancing mutants of antibodies through in silico mutagenesis. A SARS-CoV-2 cross-reactive neutralizing antibody, CR3022, is considered as a case study.Methods: Our study aimed at generating antibody candidates from the human antibody CR3022 (derived from convalescent SARS patient) against the RBD of SARS-CoV-2 via in silico affinity maturation using site-directed mutagenesis in mutation hotspots. We optimized the paratope of the CR3022 antibody towards the RBD of SARS-CoV-2 for better binding affinity and stability, employing molecular modeling, docking, dynamics simulations, and molecular mechanics energies combined with generalized Born and surface area (MM-GBSA). Results: Nine antibody candidates were generated post in silico site-directed mutagenesis followed by preliminary screening. Molecular dynamics simulation of 100 nanoseconds and MM-GBSA analysis confirmed L-K45S as a lead antibody with the highest binding affinity against the RBD compared to wild-type and mutant counterparts. Three out of the remaining mutants were also found to have distinct epitopes and binding, possessing a potential to be developed against emerging SARS-CoV-2 variants of concern. Conclusion: The study demonstrates the use of an integrative antibody engineering protocol for enhancing affinity and neutralization potential through mutagenesis using robust open-source computational tools and predictors. This study highlights unique scoring and ranking methods for evaluating docking efficiency. It also underscores the importance of framework mutations for developing broadly neutralizing antibodies.


2018 ◽  
Vol 46 (14) ◽  
pp. 7436-7449 ◽  
Author(s):  
Derek M Mason ◽  
Cédric R Weber ◽  
Cristina Parola ◽  
Simon M Meng ◽  
Victor Greiff ◽  
...  

2019 ◽  
Author(s):  
Huifang Xu ◽  
Weinan Liang ◽  
Linlin Ning ◽  
Yuanyuan Jiang ◽  
Wenxia Yang ◽  
...  

P450 fatty acid decarboxylases (FADCs) have recently been attracting considerable attention owing to their one-step direct production of industrially important 1-alkenes from biologically abundant feedstock free fatty acids under mild conditions. However, attempts to improve the catalytic activity of FADCs have met with little success. Protein engineering has been limited to selected residues and small mutant libraries due to lack of an effective high-throughput screening (HTS) method. Here, we devise a catalase-deficient <i>Escherichia coli</i> host strain and report an HTS approach based on colorimetric detection of H<sub>2</sub>O<sub>2</sub>-consumption activity of FADCs. Directed evolution enabled by this method has led to effective identification for the first time of improved FADC variants for medium-chain 1-alkene production from both DNA shuffling and random mutagenesis libraries. Advantageously, this screening method can be extended to other enzymes that stoichiometrically utilize H<sub>2</sub>O<sub>2</sub> as co-substrate.


Author(s):  
Ulrich Markel ◽  
Pia Lanvers ◽  
Daniel F. Sauer ◽  
Malte Wittwer ◽  
Gaurao V. Dhoke ◽  
...  

2021 ◽  
Author(s):  
◽  
Reem Hanna

<p>Peloruside A, a natural product isolated from the marine sponge Mycale hentscheli, is a microtubule-stabilising agent that has a similar mechanism of action to the anticancer drug paclitaxel and is cytotoxic to cultured mammalian cells. Peloruside appears to bind to a distinct site on mammalian tubulin that is different from that of the taxoid-site drugs. Because of the high sequence homology between yeast and mammalian tubulin, Saccharomyces cerevisiae (S. cerevisiae) was used as a model organism to characterise the peloruside-binding site with the aim of advancing our understanding about this site on mammalian tubulin. Wild type S. cerevisiae (BY4741) was sensitive to peloruside at uM concentrations; however, a strain that lacks the mad2 (Mitotic Arrest Deficient 2) gene showed increased sensitivity to the drug at much lower uM concentrations. This gene is a component of the spindle-assembly checkpoint complex that delays the onset of anaphase in cells with defects in mitotic spindle assembly. The main aims of this project were to define the binding site of peloruside A using yeast tubulin to see if microtubule function and/or morphology is altered in yeast by peloruside, and to identify any secondary drug targets "friends of the target" through chemical genetic interactions profiling (Homozygous deletion profiling microarray). Site-directed mutagenesis was used to mutate two conserved amino acids (A296T; R306H) known to confer resistance to peloruside in mammalian cells. Based on a published computer model of the peloruside binding site on mammalian tubulin, we also mutated three other amino acids, two that were predicted to affect peloruside binding (Q291M and N337L), and one that was predicted to affect laulimalide binding but have little affect on peloruside binding (V333W). We also included a negative control that was predicted to have no effect on peloruside binding (R282Q) and would affect epothilone binding. We found that of the six point mutations, only Q291M failed to confer resistance in yeast and instead it increased the inhibition to the drug. Using a bud index assay, confocal microscopy, and flow cytometry, 40-50 uM peloruside was shown to block cells in G2/M of the cell cycle, confirming a direct action of the drug on microtubule function. Homozygous profiling (HOP) microarray analysis of a deletion mutant set of yeast genes was also carried out to identify gene products that interact with peloruside in order to link the drug to specific networks or biochemical pathways in the cells. From site-directed mutagenesis, we concluded that peloruside binds to yeast B-tubulin in the region predicted by the published model of the binding site, and therefore mapping the site on yeast tubulin could provide useful information about the mammalian binding site for peloruside. The bud index, flow cytometry, and confocal microscopy experiments provided further evidence that peloruside interacts with yeast tubulin. From HOP we found that peloruside has roles in the cell cycle, as expected, and has effects on protein transport, secretion, cell wall synthesis, and steroid biosynthesis pathways.</p>


2013 ◽  
Vol 52 (21) ◽  
pp. 5571-5574 ◽  
Author(s):  
Ryan Lauchli ◽  
Kersten S. Rabe ◽  
Karolina Z. Kalbarczyk ◽  
Amulya Tata ◽  
Thomas Heel ◽  
...  

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