Toolkit/dynamic metabolic engineering

dynamic metabolic engineering

Engineering Method·Research·Since 2015

Taxonomy: Technique Branch / Method. Workflows sit above the mechanism and technique branches rather than replacing them.

Summary

Dynamic metabolic engineering is an engineering strategy that uses dynamic regulation of gene expression to build responsive cell factories. It is described as enabling metabolic flux rebalancing under changing cellular or fermentation conditions while managing trade-offs between growth and production.

Usefulness & Problems

Why this is useful

This strategy is useful for metabolic engineering contexts in which fixed, static control is insufficient to match changing physiological or fermentation states. The cited review states that dynamic gene expression can help avoid buildup of undesired intermediates and support more responsive production phenotypes.

Problem solved

Dynamic metabolic engineering addresses the problem of balancing cellular growth with product formation in systems where metabolic demands change over time. It also targets the need to rebalance pathway fluxes as cellular or fermentation conditions shift and to reduce accumulation of unwanted intermediates.

Taxonomy & Function

Primary hierarchy

Technique Branch

Method: A concrete method used to build, optimize, or evolve an engineered system.

Target processes

recombinationselection

Implementation Constraints

The evidence indicates that development of dynamic systems is supported by high-throughput screening, screening techniques, synthetic biology, and DNA synthesis. However, the supplied material does not specify particular regulatory parts, host organisms, cofactors, construct architectures, or delivery methods.

The main stated limitation is that implementation of dynamic control is more complex than static control. The supplied evidence is from a review summary and does not provide specific quantitative performance benchmarks, organism-specific validations, or standardized implementation parameters.

Validation

Cell-freeBacteriaMammalianMouseHumanTherapeuticIndep. Replication

Supporting Sources

Ranked Claims

Claim 1review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 2review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 3review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 4review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 5review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 6review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 7review summarysupports2015Source 1needs review

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field
Claim 8review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 9review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 10review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 11review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 12review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 13review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 14review summarysupports2015Source 1needs review

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.
Claim 15review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 16review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 17review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 18review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 19review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 20review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 21review summarysupports2015Source 1needs review

Dynamic regulation strategies allow rebalancing of metabolic fluxes according to changing cellular or fermentation conditions.

a number of groups have developed strategies for dynamic regulation, which allows rebalancing of fluxes according to changing conditions in the cell or the fermentation medium
Claim 22review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control
Claim 23review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control
Claim 24review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control
Claim 25review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control
Claim 26review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control
Claim 27review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control
Claim 28review summarysupports2015Source 1needs review

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control

Approval Evidence

1 source3 linked approval claimsfirst-pass slug dynamic-metabolic-engineering
This review highlights some of the recently published work related to dynamic metabolic engineering strategies

Source:

review summarysupports

Advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis support development and innovation of new dynamic systems.

explores how advances in high-throughput screening and synthetic biology can support development of new dynamic systems... advances in screening techniques and DNA synthesis will continue to drive innovation in this field

Source:

review summarysupports

Dynamic gene expression profiles can help manage trade-offs between growth and production and avoid buildup of undesired intermediates.

Dynamic gene expression profiles allow trade-offs between growth and production to be better managed and can help avoid build-up of undesired intermediates.

Source:

review summarysupports

Implementation of dynamic control is more complex than static control.

The implementation is more complex relative to static control

Source:

Comparisons

Source-backed strengths

The reported strengths are conceptual and system-level: dynamic regulation can rebalance metabolic fluxes in response to changing conditions and can manage growth-versus-production trade-offs. The review also notes that advances in high-throughput screening, screening techniques, synthetic biology, and DNA synthesis are supporting development of new dynamic systems.

Ranked Citations

  1. 1.
    StructuralSource 1Biotechnology Journal2015Claim 1Claim 2Claim 3

    Seeded from load plan for claim c2. Extracted from this source document.