published-canonicalmethodmaha-epistemic/1.0

Directed-evolution workflows

Iterative variation and selection procedures that couple a desired biomolecular activity to differential replication or survival. This candidate preserves the experimental unit—editor or circuit, target, cell system, delivery, protocol, assay, comparator, and observation window—before any broader inference is considered.

Bounded definition

Iterative variation and selection procedures that couple a desired biomolecular activity to differential replication or survival.

What the cited work establishes

The study introduces phage-assisted continuous evolution and demonstrates continuous selection of evolving biomolecular activity in specified bacterial systems.

The constructs, biological systems, protocols, assays, datasets, and comparisons reported in A system for the continuous directed evolution of biomolecules.

Claims: urn:maha:claim:directed-evolution-workflows

What remains a separate question

The selected trajectory depends on host, mutagenesis, linkage, passage, selection stringency, assay, and accessible sequence space.

Evolution trajectories and selected functions depend on host, linkage, mutagenesis, selection pressure, passage conditions, and assay definition.

Connected domain graph

Typed dependencies preserve publication state.

Only independently canonical records receive public links and relation statements. Draft graph topology remains private.

mechanistic dependencycanonical

Adenine base editing

inbound connection · concept

The adenine deaminase activity was created through directed protein evolution.

mechanistic dependencycanonical

Adenine base editing

outbound connection · concept

Directed evolution supplied the deaminase activity used in the cited adenine base-editor lineage.

Claim ledger

Every proposition keeps its own evidence state.

empirical-claimsingle-study

The cited PACE system links target activity to phage propagation and demonstrates continuous selection in a specified bacterial host system.

Scope
The constructs, biological systems, protocols, assays, datasets, and comparisons reported in A system for the continuous directed evolution of biomolecules.
Boundary
The selected trajectory depends on host, mutagenesis, linkage, passage, selection stringency, assay, and accessible sequence space.
Uncertainty
There is no universal effect estimate for this method; numerical results remain attached to the source experiment, biological system, assay, and analysis choices.
Replication
This candidate records one bounded source package. Independent replications and contradictory results must be compiled separately before evidence maturity is upgraded.

Primary sources

Citation, locator, rights, and boundary travel together.

  1. Source 1 · Nature

    A system for the continuous directed evolution of biomolecules

    Kevin M. Esvelt, Jacob C. Carlson, David R. Liu

    Exact locator
    Abstract; Figures 1–4; Methods; selection and evolution experiments.
    Establishes
    The study introduces phage-assisted continuous evolution and demonstrates continuous selection of evolving biomolecular activity in specified bacterial systems.
    Boundary
    Evolution trajectories and selected functions depend on host, linkage, mutagenesis, selection pressure, passage conditions, and assay definition.
    Rights basis
    citation with paraphrase · Maha paraphrases the source-level result and links to the version of record; no article passage is reproduced.
    Declared interests
    The article declares patent interests involving the method.