Genotyped functional screening of soluble Fab clones enables in-depth analysis of mutation effects
| dc.contributor.author | Oksanen Sami | |
| dc.contributor.author | Saarinen Roope | |
| dc.contributor.author | Korkiakoski Anttoni | |
| dc.contributor.author | Lamminmäki Urpo | |
| dc.contributor.author | Huovinen Tuomas | |
| dc.contributor.organization | fi=InFLAMES Lippulaiva|en=InFLAMES Flagship| | |
| dc.contributor.organization | fi=biotekniikka|en=Biotechnology| | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.68445910604 | |
| dc.contributor.organization-code | 1.2.246.10.2458963.20.98373201676 | |
| dc.converis.publication-id | 180921338 | |
| dc.converis.url | https://research.utu.fi/converis/portal/Publication/180921338 | |
| dc.date.accessioned | 2025-08-28T00:59:03Z | |
| dc.date.available | 2025-08-28T00:59:03Z | |
| dc.description.abstract | Monoclonal antibodies (mAbs) and their fragments are widely used in therapeutics, diagnostics and basic research. Although display methods such as phage display offer high-throughput, affinities of individual antibodies need to be accurately measured in soluble format. We have developed a screening platform capable of providing genotyped functional data from a total of 9216 soluble, individual antigen binding fragment (Fab) clones by employing next-generation sequencing (NGS) with hierarchical indexing. Full-length, paired variable domain sequences (VL-VH) are linked to functional screening data, enabling in-depth analysis of mutation effects. The platform was applied to four phage display-selected scFv/Fab screening projects and one site-saturation VH affinity maturation project. Genotyped functional screening simultaneously enabled the identification of affinity improving mutations in the VH domain of Fab 49A3 recognizing Dengue virus non-structural protein 1 (NS1) serotype 2 and informed on VH residue positions which cannot be changed from wild-type without decreasing the affinity. Genotype-based identification revealed to us the extent of intraclonal signal variance inherent to single point screening data, a phenomenon often overlooked in the field. Moreover, genotyped screening eliminated the redundant selection of identical genotypes for further study and provided a new analysis tool to evaluate the success of phage display selections and remaining clonal diversity in the screened repertoires. | |
| dc.identifier.eissn | 2045-2322 | |
| dc.identifier.jour-issn | 2045-2322 | |
| dc.identifier.olddbid | 206810 | |
| dc.identifier.oldhandle | 10024/189837 | |
| dc.identifier.uri | https://www.utupub.fi/handle/11111/48992 | |
| dc.identifier.url | https://doi.org/10.1038/s41598-023-40241-2 | |
| dc.identifier.urn | URN:NBN:fi-fe2025082787477 | |
| dc.language.iso | en | |
| dc.okm.affiliatedauthor | Oksanen, Sami | |
| dc.okm.affiliatedauthor | Korkiakoski, Anttoni | |
| dc.okm.affiliatedauthor | Lamminmäki, Urpo | |
| dc.okm.affiliatedauthor | Huovinen, Tuomas | |
| dc.okm.discipline | 318 Medical biotechnology | en_GB |
| dc.okm.discipline | 318 Lääketieteen bioteknologia | fi_FI |
| dc.okm.internationalcopublication | not an international co-publication | |
| dc.okm.internationality | International publication | |
| dc.okm.type | A1 ScientificArticle | |
| dc.publisher | Nature Publishing Group | |
| dc.publisher.country | United Kingdom | en_GB |
| dc.publisher.country | Britannia | fi_FI |
| dc.publisher.country-code | GB | |
| dc.relation.articlenumber | 13107 | |
| dc.relation.doi | 10.1038/s41598-023-40241-2 | |
| dc.relation.ispartofjournal | Scientific Reports | |
| dc.relation.volume | 13 | |
| dc.source.identifier | https://www.utupub.fi/handle/10024/189837 | |
| dc.title | Genotyped functional screening of soluble Fab clones enables in-depth analysis of mutation effects | |
| dc.year.issued | 2023 |
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