Evidence map›Paper›PMID 40400364›Full record

ArticleProtein science : a publication of the Protein Society2025

Design and evolution of a synthetic small protein scaffold based on the WW domain.

Ana Margarida Gonçalves Carvalho Dias, Gonçalo Duarte Gomes Teixeira, Arménio Jorge Moura Barbosa, Joao Goncalves, Olga Iranzo, Ana Cecília Afonso Roque

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Design and evolution of a synthetic small protein scaffold based on the WW domain.Protein science : a publication of the Protein Society · 2025
    Article
  2. Article
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

6 authors.

Ana Margarida Gonçalves Carvalho DiasAssociate Laboratory i4HB-Institute for Health and Bioeconomy, Chemistry Department, NOVA School of Science and Technology, Caparica, Portugal.ORCID 0000-0001-7416-7215
Gonçalo Duarte Gomes TeixeiraAssociate Laboratory i4HB-Institute for Health and Bioeconomy, Chemistry Department, NOVA School of Science and Technology, Caparica, Portugal.ORCID 0000-0001-7675-5926
Arménio Jorge Moura BarbosaAssociate Laboratory i4HB-Institute for Health and Bioeconomy, Chemistry Department, NOVA School of Science and Technology, Caparica, Portugal.ORCID 0000-0002-9756-4958
Joao GoncalvesImed-Research Institute for Medicines, Faculty of Pharmacy, Universidade de Lisboa, Lisbon, Portugal.ORCID 0000-0002-1245-3715
Olga IranzoDepartment of Chemistry, DR2 CNRS, Institut des Sciences Moléculaires de Marseille, BiosCiences, CNRS UMR 7313, Marseille, France.ORCID 0000-0001-8542-2429
Ana Cecília Afonso RoqueAssociate Laboratory i4HB-Institute for Health and Bioeconomy, Chemistry Department, NOVA School of Science and Technology, Caparica, Portugal.ORCID 0000-0002-4586-3024

Funding

Fundação para a Ciência e a Tecnologia COVID/BD/152648/2022Fundação para a Ciência e a Tecnologia LISBOA-01-0145-FEDER-028878Fundação para a Ciência e a Tecnologia PD/BD/139800/2018Fundação para a Ciência e a Tecnologia PTDC/BII-BIO/28878/2017Fundação para a Ciência e a Tecnologia PTDC/CTM-CTM/3389/2021Fundação para a Ciência e a Tecnologia UIDB/04138/2020Fundação para a Ciência e a Tecnologia UIDB/04378/2020Fundação para a Ciência e a Tecnologia UIDP/04138/2020Fundação para a Ciência e a Tecnologia UIDP/04378/2020Horizon 2020 Framework Programme 899732
6 · The paper itself

Abstract

Protein engineering is a powerful tool in biotechnology and the basis to create unprecedented sequences, structures, and functions. The WW domains are a family of naturally occurring proteins involved in the molecular recognition of proline-rich and phosphorylated peptide sequences with relevance in cellular processes involved in human diseases. Due to their small size, WW domains represent appealing small protein domains for protein engineering and to generate novel functions as binders to non-cognate targets. Here, we designed a synthetic protein scaffold library based on the WW prototype sequence in which the loops were extended and randomized while maintaining structural stability. Using in vitro evolution by phage display against human serum albumin (HSA), we found a lead candidate that was produced by biological and chemical means and further characterized using experimental and computational tools. As a potential application for the lead binder, it was immobilized on a matrix and used to capture the target HSA. Overall, this work shows the versatility of WW domains as peptide scaffolds amenable for in vitro evolution against non-cognate targets.

Indexed as

Protein EngineeringSerum Albumin, HumanWW DomainsDirected Molecular EvolutionHumansPeptide LibraryPeptide LibrarySerum Albumin, Humanaffinity purificationhuman serum albuminphage displayprotein engineeringWW domains

Identifiers

PMID40400364
PMCPMC12095922

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Registered trials

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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.