Evidence map›Paper›PMID 38547109›Full record

ArticlePloS one2024

Disulfide-constrained peptide scaffolds enable a robust peptide-therapeutic discovery platform.

Lijuan Zhou, Fei Cai, Yanjie Li, Xinxin Gao, Yuehua Wei, Anna Fedorova, Daniel Kirchhofer, Rami N Hannoush, Yingnan Zhang

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
3.0field-weighted citation impact, top 8% of its field
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

9 citing papers in PubMed, 13 citations in OpenAlex.

  1. Article
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  3. De novo discovery of bicyclic cysteine-rich peptides targeting gasdermin D.Proceedings of the National Academy of Sciences of the United States of America · 2026
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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

9 authors.

Lijuan ZhouDepartments of Biological Chemistry, Genentech, Inc., South San Francisco, California, United States of America.
Fei CaiDepartments of Biological Chemistry, Genentech, Inc., South San Francisco, California, United States of America.
Yanjie LiDepartment of Peptide Therapeutics, Genentech, Inc., South San Francisco, California, United States of America.
Xinxin GaoDepartment of Peptide Therapeutics, Genentech, Inc., South San Francisco, California, United States of America.
Yuehua WeiDepartments of Biological Chemistry, Genentech, Inc., South San Francisco, California, United States of America.
Anna FedorovaDepartments of Biological Chemistry, Genentech, Inc., South San Francisco, California, United States of America.
Daniel KirchhoferDepartments of Biological Chemistry, Genentech, Inc., South San Francisco, California, United States of America.
Rami N HannoushDepartment of Early Discovery Biochemistry, Genentech, Inc., South San Francisco, California, United States of America.ORCID 0000-0001-9343-0955
Yingnan ZhangDepartments of Biological Chemistry, Genentech, Inc., South San Francisco, California, United States of America.ORCID 0009-0004-1268-0477

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Peptides present an alternative modality to immunoglobulin domains or small molecules for developing therapeutics to either agonize or antagonize cellular pathways associated with diseases. However, peptides often suffer from poor chemical and physical stability, limiting their therapeutic potential. Disulfide-constrained peptides (DCP) are naturally occurring and possess numerous desirable properties, such as high stability, that qualify them as drug-like scaffolds for peptide therapeutics. DCPs contain loop regions protruding from the core of the molecule that are amenable to peptide engineering via direct evolution by use of phage display technology. In this study, we have established a robust platform for the discovery of peptide therapeutics using various DCPs as scaffolds. We created diverse libraries comprising seven different DCP scaffolds, resulting in an overall diversity of 2 x 1011. The effectiveness of this platform for functional hit discovery has been extensively evaluated, demonstrating a hit rate comparable to that of synthetic antibody libraries. By utilizing chemically synthesized and in vitro folded peptides derived from selections of phage displayed DCP libraries, we have successfully generated functional inhibitors targeting the HtrA1 protease. Through affinity maturation strategies, we have transformed initially weak binders against Notch2 with micromolar Kd values to high-affinity ligands in the nanomolar range. This process highlights a viable hit-to-lead progression. Overall, our platform holds significant potential to greatly enhance the discovery of peptide therapeutics.

Indexed as

DisulfidesPeptidesPeptide HydrolasesPeptide LibraryDisulfidesPeptide HydrolasesPeptide LibraryPeptides

Identifiers

PMID38547109
PMCPMC10977697
OpenAlexW4393255260

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.