Toolkit/Computational methods for LOV-based optogenetic tool development

Computational methods for LOV-based optogenetic tool development

Computational Method·Research·Since 2023

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

Summary

Computational methods for LOV-based optogenetic tool development are design-enabling approaches used in the ongoing development of Light-Oxygen-Voltage domain-based optogenetic systems. The cited evidence supports a role for computational methods as one of several factors advancing LOV-based tools for light-controlled biological regulation.

Usefulness & Problems

Why this is useful

These methods are useful because they contribute to the development pipeline for LOV-based optogenetic tools. The evidence specifically places computational methods alongside structural biology, spectroscopy, and synthetic biology as drivers of progress in this area.

Source:

Moreover, these domains have been identified across all kingdoms of life. LOV domains are versatile photoreceptors that play critical roles in cellular signaling and environmental adaptation

Problem solved

This approach helps address the challenge of developing and improving LOV-based optogenetic systems. The available evidence does not specify which design problems, performance bottlenecks, or computational tasks are solved by particular methods.

Taxonomy & Function

Primary hierarchy

Technique Branch

Method: A concrete computational method used to design, rank, or analyze an engineered system.

Target processes

No target processes tagged yet.

Input: Light

Implementation Constraints

The supplied evidence identifies LOV domains as the biological basis of the tool class and indicates that these domains are used in optogenetic development. However, no practical implementation details are provided for software, construct design, expression context, chromophore handling, or experimental workflow.

The evidence does not describe any specific computational framework, algorithm, benchmark, or validated design outcome. It also does not report quantitative performance, target proteins, wavelengths, or independent demonstrations of a particular computationally designed LOV-based tool.

Validation

Cell-freeBacteriaMammalianMouseHumanTherapeuticIndep. Replication

Supporting Sources

Ranked Claims

Claim 1development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 2development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 3development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 4development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 5development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 6development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 7development driversupports2023Source 1needs review

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology
Claim 8functional scopesupports2023Source 1needs review

LOV domains are versatile photoreceptors involved in cellular signaling and environmental adaptation across kingdoms of life.

Moreover, these domains have been identified across all kingdoms of life. LOV domains are versatile photoreceptors that play critical roles in cellular signaling and environmental adaptation
Claim 9future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 10future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 11future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 12future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 13future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 14future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 15future potentialsupports2023Source 1needs review

LOV-based optogenetic tools have potential to enable novel therapeutic strategies.

has the potential to revolutionize the study of biological systems and enable the development of novel therapeutic strategies
Claim 16mechanism summarysupports2023Source 1needs review

LOV domains use flavin nucleotides as cofactors and undergo blue-light-induced structural rearrangements that activate an effector domain.

LOV domains utilize flavin nucleotides as co-factors and undergo structural rearrangements upon exposure to blue light, which activates an effector domain that executes the final output of the photoreaction.
Claim 17optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics
Claim 18optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics
Claim 19optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics
Claim 20optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics
Claim 21optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics
Claim 22optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics
Claim 23optogenetic utilitysupports2023Source 1needs review

LOV domains can be used to noninvasively sense and control intracellular processes with high spatiotemporal precision, making them suitable for optogenetics.

they can noninvasively sense and control intracellular processes with high spatiotemporal precision, making them ideal candidates for use in optogenetics

Approval Evidence

1 source1 linked approval claimfirst-pass slug computational-methods-for-lov-based-optogenetic-tool-development
The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology...

Source:

development driversupports

Development of LOV-based optogenetic tools is being driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology.

The ongoing development of LOV-based optogenetic tools, driven by advances in structural biology, spectroscopy, computational methods, and synthetic biology

Source:

Comparisons

Source-backed strengths

A key strength supported by the evidence is that computational methods are recognized as an active driver of ongoing LOV-tool development. The source also frames LOV domains as versatile photoreceptors involved in cellular signaling and environmental adaptation across kingdoms of life, which supports the relevance of developing tools around this scaffold.

Ranked Citations

  1. 1.
    StructuralSource 1Journal of Molecular Biology2023Claim 1Claim 2Claim 3

    Seeded from load plan for claim cl4. Extracted from this source document.