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Analytical Chemistry

Proteins Made To Order

Design Rules: Principles integrate structure and function from the ground up

by Celia Henry Arnaud
November 19, 2012 | A version of this story appeared in Volume 90, Issue 46

MATCHING UP
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Credit: Adapted from Nature
Each red dot in the energy landscape is the lowest energy structure of the amino acid sequence of a designed protein as predicted by a Rosetta@home volunteer. The actual structure obtained with NMR (blue) closely matches the intended design structure (red).
Each red dot in the energy landscape (shown) is the lowest energy structure of the amino acid sequence of a designed protein as predicted by a Rosetta@home volunteer. The actual structure obtained with NMR (blue) closely matches the intended design structure (red).
Credit: Adapted from Nature
Each red dot in the energy landscape is the lowest energy structure of the amino acid sequence of a designed protein as predicted by a Rosetta@home volunteer. The actual structure obtained with NMR (blue) closely matches the intended design structure (red).

Efforts to design novel protein catalysts have typically involved modifying naturally occurring proteins for a new purpose. But the resulting proteins are often less than ideal. Now, David Baker of the University of Washington, Seattle; Gaetano T. Montelione of Rutgers University, Piscataway; and coworkers have developed guidelines for designing proteins from the ground up with results that are close to ideal (Nature, DOI: 10.1038/nature11600).

“With this new approach, we can start designing fold and function at the same time,” Baker says. Designing structure and function together, he says, can lead to more active catalysts than existing strategies, which involve starting with naturally occurring protein structures and trying to change their function by embedding new catalytic sites in them.

“For an active site, you really need to have all the catalytic groups in exactly the right place. When you reuse a backbone that evolved for something else, the backbone won’t be placed exactly where you need it to be,” he says. “If you’re building the protein from scratch and you have high-precision control over the position of the backbone, you really can get the geometry exact.”

Baker’s team came up with rules that describe the junctions between adjacent structural elements such as α-helices and β-strands. The rules depend on the chirality of ββ units and the orientation of αβ and βα units—characteristics that are dictated by the length of each structural element and the loops that connect them.

Notably, these rules are mostly independent of the amino acid sequences. “A lot can be controlled before you even get to the point of thinking about the details of the sequence, simply by controlling the length of the secondary structure elements and by controlling the length of the turns,” Baker says. Monte Carlo simulations can then identify the best sequence for the chosen backbone.

Baker and coworkers designed a variety of proteins using the rules. They then enlisted volunteers using the distributed computing project Rosetta@home to predict the proteins’ lowest energy structures. They chose five proteins whose predicted structure matched the designed structure, expressed them in bacteria, and obtained their structure using NMR spectroscopy. They found that the actual structures also matched the design.

William F. DeGrado, professor of pharmaceutical chemistry at the University of California, San Francisco, calls the rules a “new, comprehensive, and exciting approach for de novo protein design.”

Next up, Baker and colleagues plan to incorporate catalytic sites into the scaffolds they have designed, none of which actually have active sites.

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