In silico design of ankyrin repeat proteins that bind to the insulin-like growth factor type 1 receptor

José Daniel Mahecha-Ortíz1, Sergio Enríquez-Flores2, Ignacio De la Mora De la Mora2

  • 1Semillero y Grupo de Biotecnología y Genética UCMC, Facultad Ciencias de la Salud, Universidad Colegio Mayor de Cundinamarca, Bogotá, Colombia.

Insights

Artificial intelligence designed novel ankyrins to target the insulin-like growth factor type 1 receptor (IGF-1R) for cancer therapy. These engineered proteins show energetically favorable binding, suggesting potential for new anticancer treatments.

Area of Science:

  • Biochemistry
  • Structural Biology
  • Computational Biology

Background:

  • Ankyrins are stable proteins mediating protein-protein interactions, with therapeutic potential in cancer.
  • Insulin-like growth factor type 1 receptor (IGF-1R) is overexpressed in various cancers, making it a key therapeutic target.
  • Inhibiting IGF-1R binding to its ligand IGF1 is a focus for anticancer drug development.

Purpose of the Study:

  • To design novel ankyrin-based inhibitors targeting IGF-1R using AI.
  • To predict and analyze the binding interactions between designed ankyrins and IGF-1R.

Main Methods:

  • Ankyrin sequences incorporating IGF1 recognition sites were designed.
  • Molecular models were generated using AlphaFold.
  • Binding affinities and interactions were assessed using ClusPro and PDBsum servers.
  • Molecular binding assays confirmed interactions.

Main Results:

  • Three ankyrins (DAN2SON, Loop-DAN2SON, BI-DAN2SON-D1) were designed to interact with IGF-1R.
  • All designed ankyrin-IGF-1R complexes exhibited favorable binding energies.
  • DAN2SON and Loop-DAN2SON bind to IGF-1R at the natural ligand site via hydrogen bonds and salt bridges.

Conclusions:

  • AI-driven protein modeling can predict ankyrin-IGF-1R interactions.
  • Designed ankyrins demonstrate potential as therapeutic agents targeting IGF-1R in cancer.
  • Further in vitro and in vivo studies are warranted to validate these findings.

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