Evidence map›Paper›PMID 26165154›Full record

ArticleChemistry & biology2015

A 45-Amino-Acid Scaffold Mined from the PDB for High-Affinity Ligand Engineering.

Max A Kruziki, Sumit Bhatnagar, Daniel R Woldring, Vandon T Duong, Benjamin J Hackel

Abstract read
In one paragraph

Article in Chemistry & biology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing 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

38 citing papers in PubMed.

  1. Engineered B7-H3 Binding in Modular Gp2 Miniproteins.Biotechnology and bioengineering · 2026
    Article
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  8. Design rules for efficient endosomal escape.bioRxiv : the preprint server for biology · 2023
    Article
  9. The smallest functional antibody fragment: Ultralong CDR H3 antibody knob regions potently neutralize SARS-CoV-2.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  10. Article
  11. Article
  12. Yeast biopanning against site-specific phosphorylations in tau.Protein engineering, design & selection : PEDS · 2023
    Article
  13. Review
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  20. High-throughput developability assays enable library-scale identification of producible protein scaffold variants.Proceedings of the National Academy of Sciences of the United States of America · 2021
    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

5 authors.

Max A KruzikiDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA.
Sumit BhatnagarDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA.
Daniel R WoldringDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA.
Vandon T DuongDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA.
Benjamin J HackelDepartment of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA. Electronic address: hackel@umn.edu.

Funding

Molecular PET Imaging of MET with Small Protein LigandsR21EB019518 · NIBIB · UNIVERSITY OF MINNESOTA · PI HACKEL, BENJAMIN · 2015 to 2016
$409k
NIBIB NIH HHS EB019518NIBIB NIH HHS R21 EB019518
6 · The paper itself

Abstract

Small protein ligands can provide superior physiological distribution compared with antibodies, and improved stability, production, and specific conjugation. Systematic evaluation of the PDB identified a scaffold to push the limits of small size and robust evolution of stable, high-affinity ligands: 45-residue T7 phage gene 2 protein (Gp2) contains an α helix opposite a β sheet with two adjacent loops amenable to mutation. De novo ligand discovery from 10(8) mutants and directed evolution toward four targets yielded target-specific binders with affinities as strong as 200 ± 100 pM, Tms from 65 °C ± 3 °C to 80°C ± 1 °C, and retained activity after thermal denaturation. For cancer targeting, a Gp2 domain for epidermal growth factor receptor was evolved with 18 ± 8 nM affinity, receptor-specific binding, and high thermal stability with refolding. The efficiency of evolving new binding function and the size, affinity, specificity, and stability of evolved domains render Gp2 a uniquely effective ligand scaffold.

Indexed as

Amino AcidsDatabases, ProteinErbB ReceptorsHumansLigandsModels, MolecularMutationProtein BindingProtein EngineeringProtein Structure, TertiarySubstrate SpecificityAmino AcidsEGFR protein, humanErbB ReceptorsLigands

Identifiers

PMID26165154
PMCPMC4536934

What OpenQuestion holds

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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.