Evidence map›Paper›PMID 42140434›Full record

ArticleThe Journal of biological chemistry2026

A side-by-side biophysical comparison of five single-domain antibody scaffolds used for synthetic display libraries.

Marlene Rauschmayer, Mustafa Abdellatif, Anna Chubanova, Natascia Leonardi, Anna Beatrice Preinsberger, Jonathan Schwach, Andreas Stengl

Abstract readComparative Study
In one paragraph

Article in The Journal of biological chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Marlene RauschmayerFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany.
Mustafa AbdellatifFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany.
Anna ChubanovaFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany.
Natascia LeonardiFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany.
Anna Beatrice PreinsbergerFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany.
Jonathan SchwachFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany.
Andreas StenglFaculty of Biology, Human Biology and BioImaging, LMU Munich, Planegg-Martinsried, Germany. Electronic address: stengl@biologie.uni-muenchen.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The development of complex antibody therapeutics requires building blocks with high binding specificity, favorable biophysical traits, and a high degree of humanness. Single-domain antibodies (sdAbs) have emerged as promising candidates due to their small size, stability, and versatility. While originally derived from camelids and cartilaginous fish, humanized and human sdAbs are now accessible via synthetic libraries and AI/Ml tools. Multiple sdAb phage display libraries have been created using different scaffolds, but systematic comparison is difficult due to varying methodologies. In this study, we report a side-by-side evaluation of five sdAb scaffolds frequently used in synthetic display libraries. Using sequence analysis, biophysical assays, and AlphaFold-based structure prediction, we evaluated performance across key parameters, including humanness, expression yield, hydrophobicity, monomericity, stability, and display efficiency. Analyzed camelid sdAbs exhibited superior biophysical traits, but the lowest degree of humanness. On the other hand, analyzed sdAbs based on human or humanized VHs show close sequence homology to human germline sequences, but limitations in biophysical traits. Furthermore, we observed that mutations aimed at improving stability or humanization compromised biophysical properties. Our findings underline the complexity of multi-parameter optimization of sdAbs. Simultaneously, they highlight the continued value of synthetic display libraries for application-focused discovery of sdAbs for advanced therapeutic antibody formats.

Indexed as

Peptide LibrarySingle-Domain AntibodiesAmino Acid SequenceAnimalsHumansHydrophobic and Hydrophilic InteractionsPeptide LibrarySingle-Domain Antibodiesalphafolddevelopabilityhumanizationhydrophobicityin vitro discoverynanobodiesphage displaysdAbtherapeutic antibody discoveryVHH

Identifiers

PMID42140434
PMCPMC13284441

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.