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In graph Frontier
GeneticsEstablished

Horizontal gene transfer

The passing of genes between organisms sideways rather than parent-to-offspring, a key driver of bacterial evolution.

Horizontal gene transferBacterial conjugationBacterial transformationTransductionPlasmidMobile genetic elementBiofilmResistomeNatural selection

At a glance

Type
networks
Disciplines 1
Genetics
Mental models 1
Networks
Role in the graph
Cross-disciplinary bridge
reaches 6 discipline lenses

Key signals

Cross-disciplinary reach
Disciplines
1
  • Genetics
Evidence & development

Dependencies

What this concept builds on and what it makes possible — derived from the atlas’s dependency, causal and structural relations, not from every related edge.

Foundations · builds on

BiofilmenablesHorizontal gene transferEstablished

Open Biofilm →

biofilm enables horizontal gene transfer.

Mechanism: Biofilms are hotspots for exchanging genes, including resistance genes.

Sources:
Mobile genetic elementenablesHorizontal gene transferEstablished

Open Mobile genetic element →

mobile genetic element enables horizontal gene transfer.

Mechanism: They provide the machinery that moves genes laterally.

Sources:
PlasmidenablesHorizontal gene transferEstablished

Open Plasmid →

plasmid enables horizontal gene transfer.

Mechanism: Plasmids are the main vehicles that carry genes between bacteria.

Sources:

Enables · leads to

Resistomeemerges fromHorizontal gene transferEstablished

Open Resistome →

resistome emerges from horizontal gene transfer.

Mechanism: Mobile elements connect resistance genes across reservoirs.

Sources:

System context

Bacterial conjugationis aHorizontal gene transferEstablished

Open Bacterial conjugation →

bacterial conjugation is a kind of horizontal gene transfer.

Mechanism: Conjugation is one of the three routes of horizontal gene transfer.

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Bacterial transformationis aHorizontal gene transferEstablished

Open Bacterial transformation →

bacterial transformation is a kind of horizontal gene transfer.

Mechanism: Transformation is the uptake route of horizontal gene transfer.

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Transductionis aHorizontal gene transferEstablished

Open Transduction →

transduction is a kind of horizontal gene transfer.

Mechanism: Transduction is the phage-mediated route of gene transfer.

Sources:

Structural role & consequence

Interpreted from the current atlas graph — what the connections mean, not just how many there are.

  • Removing this node lengthens the structural route between Natural selection and Resistome from 2 to 5 steps (they stay connected — alternative routes exist).

    structural · Structural removal simulation — not a historical or causal counterfactual.

  • 38% of its relationships cross field boundaries, reaching 6 other disciplines — unusual in a discipline where most concepts stay within their field.

    structural · Structural graph analysis — not a claim of importance, causation or history.

  • Currently dark in the atlas: no key date stored · 8 of 8 of its relations lack claim-level evidence.

    atlas representation · Describes the current Thinking OS representation, not the state of the world.

  • Builds on 3 foundations (requires / depends-on / derived-from / emerges-from).

    structural · Structural graph analysis — not a claim of importance, causation or history.

38%

cross-field
5 within-field, 3 cross-field

0 of 8 relations carry evidence · concept has a verified source

Strengths & constraints

Strengths

  • Cross-disciplinary connector — 38% of its relationships cross field boundaries. structural

Constraints

  • Evidence coverage currently thin in the atlas — few of its relationships carry claim-level evidence. atlas representation
  • No dated history stored — the atlas records no key date for this concept. atlas representation

Conditions

  • Its dependency reading rests on 3 foundation relations. structural
  • Read structurally — most of its relationships carry no external evidence yet, so claims here are graph-derived. structural

Dependency radial

What this concept builds on (left) and what it makes possible (right) — derived from dependency and causal relations.

BiofilmMobile genetic elementPlasmidResistomeHorizontal gene trans…◀ builds onenables ▶

Seen through each discipline

How this concept sits in each of its fields — derived from its real connections in the graph, not asserted.

Genetics

Through this lens it connects to Plasmid, Mobile genetic element, Bacterial conjugation and Transduction.

Horizontal gene transfer through the Genetics lens →

Technical detail

Horizontal gene transfer moves genetic material between organisms other than by parent-to-offspring inheritance, through three routes: transformation (uptake of free DNA), transduction (bacteriophage-mediated), and conjugation (contact-dependent transfer, often of plasmids). It lets adaptations — including antibiotic resistance and virulence — spread rapidly across lineages, turning bacterial evolution from a branching tree into a network.

Concepts that look related but are not yet connected here — candidates for a connection to reason about, not established links.

This idea also appears in…

The same structure shows up in other disciplines. These are real recurrences drawn from the graph — a starting point for asking “what carries over, and what changes?”

Networks51 disciplines · 39 concepts
Biology
Auditory perceptionBiodiversityCirculatory systemEcosystemFood chainFood web+7
Computer Science
Artificial neural networkClient-server modelDeep learningDistributed computingGraph data structureInternet+1
Ecology
BiodiversityEcosystemFood webKeystone speciesOne HealthResilience+1
Economics
Division of labourFinancial marketMarketResilienceStock marketSupply chain+1
Mathematics
Graph theoryHarmonic ratioNetworkPattern
Physics
DiffusionElectrical circuitHarmonic ratioSound wave
Chemistry
Chemical bondDiffusionPolymer
Cognitive Science
AnalogyAuditory perceptionPattern
Environmental Science
DiffusionFood webOne Health
Machine Learning
Artificial neural networkDeep learningPattern
Data Structures
Graph data structureTree
Discrete Mathematics
Graph theoryNetwork
Education
AnalogyPattern
Educational Science
AnalogyPattern
Engineering
ResilienceSupply chain
Finance
Financial marketStock market
Music
Harmonic ratioSound wave
Network Science
Epidemic spreadNetwork
Neuroscience
Nervous systemNeuron
Physiology
Circulatory systemNervous system
Public Health
Epidemic spreadOne Health
Sociology
DiffusionNetwork
Urban Planning
NetworkSupply chain
Agriculture
Food web
Anatomy
Nervous system
Anthropology
Network
Biophysics
Diffusion
Business
Supply chain
Design
Pattern
Earth & Space Sciences
River
Electrical Engineering
Electrical circuit
Environmental Engineering
Diffusion
Epidemiology
Epidemic spread
Evolutionary Biology
Phylogenetics
Forestry
Biodiversity
Geography
River
Linear Algebra
Network
Linguistics
Analogy
Literature
Analogy
Logistics
Supply chain
Management
Supply chain
Organic Chemistry
Polymer
Philosophy
Analogy
Political Economy
Market
Political Science
Supply chain
Polymer Chemistry
Polymer
Statistical Physics
Diffusion
Supply Chain Management
Supply chain
Sustainability Science
Resilience
Systems Biology
Food web
Veterinary Medicine
One Health
See the pattern →

Concepts

  • Supply chainEconomicsManagementEngineering

    shares a mental model

  • DiffusionPhysicsChemistrySociology

    shares a mental model

  • NetworkNetwork ScienceMathematicsSociology

    shares a mental model

  • PatternMathematicsCognitive ScienceBiology

    shares a mental model

  • AnalogyCognitive ScienceLinguisticsPhilosophy

    shares a mental model

  • Food webEcologyBiologySystems Biology

    shares a mental model

Mental models at work here

Networks

A set of parts connected so that a change in one can spread to others through the links.

Follow the links: who is connected to whom, and what can travel along those connections?

The scientific picture
  • Connects 8 other ideas across 1 discipline.
  • A cross-disciplinary bridge — its connections reach into 6 other fields.
  • Most of its connections are of the “Cause & effect” kind.
  • It exercises 1 reusable thinking pattern.

Derived from the graph’s real structure — observations, not a score.

Sources