Evidence map›Paper›PMID 40577121›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

De novo design of D-peptide ligands: Application to influenza virus hemagglutinin.

Jarek Juraszek, Rameshwar U Kadam, Davide Branduardi, Jeroen van Ameijde, Divita Garg, Nicolas Dailly, Mandy Jongeneelen, Jan Vermond, Just P J Brakenhoff, Boerries Brandenburg and 4 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
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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

14 authors.

Jarek Juraszek *Johnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Rameshwar U Kadam *Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037.
Davide Branduardi *Johnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Jeroen van Ameijde *Johnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Divita GargDepartment of Molecular Medicine, The Scripps Research Institute, La Jolla, CA 92037.
Nicolas DaillyJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Mandy JongeneelenJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.ORCID 0000-0002-9081-4758
Jan VermondJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Just P J BrakenhoffJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Boerries BrandenburgJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.ORCID 0000-0002-5025-3802
Maria J P van DongenJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Ronald VogelsJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Robert H E FriesenJohnson and Johnson Innovative Medicine, Leiden 2333 CN, The Netherlands.
Ian A WilsonDepartment of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037.ORCID 0000-0002-6469-2419

Funding

Exploiting sites of vulnerability on influenza virusesR56AI117675 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI WILSON, IAN A · 2015 to 2015
$836k
Exploiting Vulnerability on Influenza VirusR56AI127371 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI WILSON, IAN A · 2017 to 2017
$730k
HHS | NIH | NIAID | Division of Intramural Research (DIR, NIAID) AI117675 AI127371NIAID NIH HHS R56 AI117675NIAID NIH HHS R56 AI127371
6 · The paper itself

Abstract

D-peptides hold great promise as therapeutics by alleviating the challenges of metabolic stability and immunogenicity in L-peptides. However, current D-peptide discovery methods are severely limited by specific size, structure, and the chemical synthesizability of their protein targets. Here, we describe a computational method for de novo design of D-peptides that bind to an epitope of interest on the target protein using Rosetta's hotspot-centric approach. The approach comprises identifying hotspot sidechains in a functional protein-protein interaction and grafting these side chains onto much smaller structured peptide scaffolds of opposite chirality. The approach enables more facile design of D-peptides and its applicability is demonstrated by design of D-peptidic binders of influenza A virus hemagglutinin, resulting in identification of multiple D-peptide lead series. The X-ray structure of one of the leads at 2.38 Å resolution verifies the validity of the approach. This method should be generally applicable to targets with detailed structural information, independent of molecular size, and accelerate development of stable, peptide-based therapeutics.

Indexed as

Drug DesignHemagglutinin Glycoproteins, Influenza VirusInfluenza A virusPeptidesCrystallography, X-RayEpitopesHumansLigandsModels, MolecularProtein BindingEpitopesHemagglutinin Glycoproteins, Influenza VirusLigandsPeptidescomputational designD-peptidehemagglutinininfluenzaX-ray crystallography

Identifiers

PMID40577121
PMCPMC12232713

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.