Seq2scFv: a toolkit for the comprehensive analysis of display libraries from long-read sequencing platforms

Antibodies have emerged as the leading class of biotherapeutics, yet traditional screening methods face significant time and resource challenges in identifying lead candidates. Integrating high-throughput sequencing with computational approaches marks a pivotal advancement in antibody discovery, exp...

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Main Authors: Marianne Bachmann Salvy (Author), Luca Santuari (Author), Emanuel Schmid-Siegert (Author), Nikolaos Lykoskoufis (Author), Ioannis Xenarios (Author), Bulak Arpat (Author)
Format: Book
Published: Taylor & Francis Group, 2024-12-01T00:00:00Z.
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100 1 0 |a Marianne Bachmann Salvy  |e author 
700 1 0 |a Luca Santuari  |e author 
700 1 0 |a Emanuel Schmid-Siegert  |e author 
700 1 0 |a Nikolaos Lykoskoufis  |e author 
700 1 0 |a Ioannis Xenarios  |e author 
700 1 0 |a Bulak Arpat  |e author 
245 0 0 |a Seq2scFv: a toolkit for the comprehensive analysis of display libraries from long-read sequencing platforms 
260 |b Taylor & Francis Group,   |c 2024-12-01T00:00:00Z. 
500 |a 10.1080/19420862.2024.2408344 
500 |a 1942-0870 
500 |a 1942-0862 
520 |a Antibodies have emerged as the leading class of biotherapeutics, yet traditional screening methods face significant time and resource challenges in identifying lead candidates. Integrating high-throughput sequencing with computational approaches marks a pivotal advancement in antibody discovery, expanding the antibody space to explore. In this context, a major breakthrough has been the full-length sequencing of single-chain variable fragments (scFvs) used in in vitro display libraries. However, few tools address the task of annotating the paired heavy and light chain variable domains (VH and VL), which is the primary advantage of full-scFv sequencing. To address this methodological gap, we introduce Seq2scFv, a novel open-source toolkit designed for analyzing in vitro display libraries from long-read sequencing platforms. Seq2scFv facilitates the identification and thorough characterization of V(D)J recombination in both VH and VL regions. In addition to providing annotated scFvs, translated sequences and numbered chains, Seq2scFv enables linker inference and characterization, sequence encoding with unique identifiers and quantification of identical sequences across selection rounds, thereby simplifying enrichment identification. With its versatile and standalone functionality, we anticipate that the implementation of Seq2scFv tools in antibody discovery pipelines will efficiently expedite the full characterization of display libraries and potentially facilitate the identification of high-affinity antibody candidates. 
546 |a EN 
690 |a Antibody discovery 
690 |a long-read sequencing 
690 |a PacBio 
690 |a phage display 
690 |a scFvs 
690 |a Therapeutics. Pharmacology 
690 |a RM1-950 
690 |a Immunologic diseases. Allergy 
690 |a RC581-607 
655 7 |a article  |2 local 
786 0 |n mAbs, Vol 16, Iss 1 (2024) 
787 0 |n https://www.tandfonline.com/doi/10.1080/19420862.2024.2408344 
787 0 |n https://doaj.org/toc/1942-0862 
787 0 |n https://doaj.org/toc/1942-0870 
856 4 1 |u https://doaj.org/article/f85acb18d6bb4dca8286f8f0fd6b6991  |z Connect to this object online.