2023
DOI: 10.1038/s41467-023-41272-z
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De novo design of highly selective miniprotein inhibitors of integrins αvβ6 and αvβ8

Anindya Roy,
Lei Shi,
Ashley Chang
et al.

Abstract: The RGD (Arg-Gly-Asp)-binding integrins αvβ6 and αvβ8 are clinically validated cancer and fibrosis targets of considerable therapeutic importance. Compounds that can discriminate between homologous αvβ6 and αvβ8 and other RGD integrins, stabilize specific conformational states, and have high thermal stability could have considerable therapeutic utility. Existing small molecule and antibody inhibitors do not have all these properties, and hence new approaches are needed. Here we describe a generalized method fo… Show more

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Cited by 12 publications
(4 citation statements)
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References 74 publications
(98 reference statements)
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“…Data were fitted globally using previously developed equations 26 (Supplementary Equation S28), with the maximum FP value in the absence of antibody and the minimum FP value as shared parameters, and affinities for each titrator as individual parameters. The α5β1 minibinder used in this experiment was obtained using a method similar to that described in 9 .…”
Section: Methodsmentioning
confidence: 99%
See 2 more Smart Citations
“…Data were fitted globally using previously developed equations 26 (Supplementary Equation S28), with the maximum FP value in the absence of antibody and the minimum FP value as shared parameters, and affinities for each titrator as individual parameters. The α5β1 minibinder used in this experiment was obtained using a method similar to that described in 9 .…”
Section: Methodsmentioning
confidence: 99%
“…Monoclonal antibodies, peptidomimetics, and small molecule antagonists against RGDbinding integrins have been continuously developed to address the role of integrins in cellular processes [16][17][18] . However, the similar ligand binding sites among RGD-binding integrin pairs, such as αVβ3 and αVβ5 5 and αVβ6 and αVβ8 [8][9][10] , pose a significant challenge to development of antibodies that selectively block binding of small, RGD-like ligands. This emphasizes the need to urgently develop molecules specific to RGD-binding integrin subtypes, enabling the discrimination of individual integrins and inhibiting ligand binding at the cellular level.…”
Section: Introductionmentioning
confidence: 99%
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“…The construction of TRAF6 inhibitory peptides from scratch has been achieved using computational peptide backbone algorithms and targeted complementary protein fragments (Swanson et al, 2022). Using the developed algorithm, it was possible to design ultra-stable RGD (Arg-Gly-Asp) mini-proteins and succeed in designing highly selective αvβ6 and αvβ6 inhibitors (Roy et al, 2023). The DL model allowed for the characterization of the sequence of melanin-binding peptides and was used to successfully predict their cell penetration and cytotoxicity, enabling the rapid screening of binding peptides for the sustained delivery of ophthalmic drugs (Hsueh et al, 2023).…”
Section: Exploration Of Peptide Resources Based On Ai-integrated Pept...mentioning
confidence: 99%