Ultrahigh specificity in a network of computationally designed protein-interaction pairs

Ravit Netzer, Dina Listov, Rosalie Lipsh, Orly Dym, Shira Albeck, Orli Knop, Colin Kleanthous, Sarel J. Fleishman

Research output: Contribution to journalArticlepeer-review

42 Scopus citations

Abstract

Protein networks in all organisms comprise homologous interacting pairs. In these networks, some proteins are specific, interacting with one or a few binding partners, whereas others are multispecific and bind a range of targets. We describe an algorithm that starts from an interacting pair and designs dozens of new pairs with diverse backbone conformations at the binding site as well as new binding orientations and sequences. Applied to a high-affinity bacterial pair, the algorithm results in 18 new ones, with cognate affinities from pico- to micromolar. Three pairs exhibit 3-5 orders of magnitude switch in specificity relative to the wild type, whereas others are multispecific, collectively forming a protein-interaction network. Crystallographic analysis confirms design accuracy, including in new backbones and polar interactions. Preorganized polar interaction networks are responsible for high specificity, thus defining design principles that can be applied to program synthetic cellular interaction networks of desired affinity and specificity.

Original languageEnglish
Article number5286
JournalNature Communications
Volume9
Issue number1
DOIs
StatePublished - 11 Dec 2018
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2018, The Author(s).

Funding

We thank Gideon Lapidoth for help in Rosetta code development, Aharon Rabinkov for assistance in designing the SPR experiments, and Gideon Schreiber for help in SPR analysis. We thank Renata Kaminska and Nick Housden for providing plasmids and for advice on the experimental system. We also thank Dan Tawfik, G. Schreiber, Adi Goldenzweig, and Olga Khersonsky for discussions. The affinity enhancement algorithm was developed in collaboration with members of the Fleishman lab, including Shira Warszawski, Olga Khersonsky, and Ziv Avizemer, and the AffiLib web server was established by Jaime Prilusky. Research in the Fleishman lab is supported by a Starting Grant from the European Research Council (335439), the Israel Science Foundation through its Center of Excellence in Structural Cell Biology (1775/12) and its joint India-Israel Research Program (2281/15), and by a charitable donation from Sam Switzer and family. S.J.F. is an incumbent of the Martha S. Sagon Career Development Chair.

FundersFunder number
Seventh Framework Programme335439
European Commission
Israel Science Foundation1775/12, 2281/15

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