1. Characterizing posttranslational modifications in prokaryotic metabolism using a multiscale workflow
- Author
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Brunk, Elizabeth, Chang, Roger L, Xia, Jing, Hefzi, Hooman, Yurkovich, James T, Kim, Donghyuk, Buckmiller, Evan, Wang, Harris H, Cho, Byung-Kwan, Yang, Chen, Palsson, Bernhard O, Church, George M, and Lewis, Nathan E
- Subjects
Biotechnology ,Human Genome ,Genetics ,Escherichia coli ,Gene Editing ,Metabolic Engineering ,Prokaryotic Cells ,Protein Processing ,Post-Translational ,Proteins ,Workflow ,systems biology ,posttranslational modifications ,metabolism ,protein chemistry ,omics data - Abstract
Understanding the complex interactions of protein posttranslational modifications (PTMs) represents a major challenge in metabolic engineering, synthetic biology, and the biomedical sciences. Here, we present a workflow that integrates multiplex automated genome editing (MAGE), genome-scale metabolic modeling, and atomistic molecular dynamics to study the effects of PTMs on metabolic enzymes and microbial fitness. This workflow incorporates complementary approaches across scientific disciplines; provides molecular insight into how PTMs influence cellular fitness during nutrient shifts; and demonstrates how mechanistic details of PTMs can be explored at different biological scales. As a proof of concept, we present a global analysis of PTMs on enzymes in the metabolic network of Escherichia coli Based on our workflow results, we conduct a more detailed, mechanistic analysis of the PTMs in three proteins: enolase, serine hydroxymethyltransferase, and transaldolase. Application of this workflow identified the roles of specific PTMs in observed experimental phenomena and demonstrated how individual PTMs regulate enzymes, pathways, and, ultimately, cell phenotypes.
- Published
- 2018