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Genetic Engineering & Synthetic Biology
Schreib DNA, wie Engineers eine Spezifikation schreiben.
Der komplette Kurs
- Module
- 80
- Themen
- 800
- Min. pro Lektion
- 15
60%
der physischen Inputs der Wirtschaft ließen sich im Prinzip biologisch herstellen.
Was du danach kannst.
Eine Funktion spezifizieren, bevor du DNA anfasst
Etappe 1 · Design Principles & Expression Control
Expression mit Promotern und UTRs tunen
Etappe 1 · Design Principles & Expression Control
Zwischen Nuklease-, Base- und Prime-Editing wählen
Etappe 3 · Genome Editing & Rewriting
Schaltkreise bauen, die erfassen, zählen, speichern
Etappe 4 · Genetic Circuits & Cell Programs
Ein Konstrukt messen, statt zu hoffen
Etappe 5 · Modeling & Characterization
Bakterien, Hefe oder menschliche Zellen engineeren
Etappe 6 · Chassis, Delivery & Applications
Sieben Etappen.Ein stetiger Aufstieg.
Ein Bauteil, ein Schaltkreis, eine Zelle — dann ein Design, das andere bauen können.
80Module
in 7 Etappen
800Themen
≈ 10 pro Modul
≈200Stunden
in Lektionen à 15 Minuten
≈2Jahre
≈13Monate
≈7Monate
bis zum Ende des Kurses
- 1
Design Principles & Expression Control
Parts, Promotoren, Plasmide
14 Module · 140 Themen · ≈ 35 Std.
- 2
DNA Assembly & Directed Evolution
Assemblierung, Synthese, Evolution
5 Module · 50 Themen · ≈ 13 Std.
- 3
Genome Editing & Rewriting
CRISPR, Base und Prime Editing
16 Module · 160 Themen · ≈ 40 Std.
- 4
Genetic Circuits & Cell Programs
Logik, Gedächtnis, Feedback in Zellen
16 Module · 160 Themen · ≈ 40 Std.
- 5
Modeling & Characterization
Zahlen statt Eindrücke
9 Module · 90 Themen · ≈ 23 Std.
- 6
Chassis, Delivery & Applications
Chassis, Delivery, lebende Materialien
13 Module · 130 Themen · ≈ 33 Std.
- 7
Workflows, Biosafety & Capstone
Automation, Containment, dein Build
7 Module · 70 Themen · ≈ 18 Std.
Monate
0612180369024
MonateZiel · ≈ 2 Jahre · ≈ 13 Monate · ≈ 7 Monate
Stunden und Monate sind Schätzungen: eine 15-Minuten-Lektion pro Thema, jeden Tag.
Jedes Modul.Jedes Thema.
Modul- und Themen-Titel bleiben Englisch — die Sprache, in der das Fach arbeitet.
Etappe 1
Design Principles & Expression Control
Parts, Promotoren, Plasmide
14 Module · 140 Themen
1Scope of Genetic Engineering and Synthetic Biology10 Themen
- Genetic Modification, Genome Editing, and Biological System Design
- Engineering Natural Functions and Constructing New Functions
- Parts, Devices, Circuits, Cells, and Multicellular Systems
- Top-Down and Bottom-Up Synthetic Biology
- Sequence-Level, Regulatory, and Systems-Level Engineering
- Research Tools, Platform Technologies, and Application Interfaces
- Relationships Between Biological Function and Engineering Performance
- Boundaries with Genetics, Genomics, and Molecular Biology
- Boundaries with Biomanufacturing and Application-Specific Biotechnology
- Design Goals, Evidence Standards, and Responsible Engineering
2Biological Design Requirements and Specifications10 Themen
- Translating an Intended Function into a Design Specification
- Defining Inputs, Outputs, and Operating Conditions
- Performance Targets and Acceptable Variation
- Response Time, Dynamic Range, and Specificity Requirements
- Reversibility, Persistence, and Memory Requirements
- Host Compatibility and Environmental Constraints
- Genetic Stability and Functional Lifetime
- Resource Consumption and Fitness Constraints
- Failure Criteria and Acceptance Thresholds
- Requirement Traceability Across Biological Design Stages
3The Design-Build-Test-Learn Cycle10 Themen
- Framing an Engineering Hypothesis
- Selecting a Baseline and Reference Design
- Generating Alternative Biological Architectures
- Identifying Assumptions Before Construction
- Connecting Build Decisions to Testable Predictions
- Planning Iteration Around the Main Uncertainty
- Separating Technical Failure from Biological Failure
- Learning from Negative and Ambiguous Results
- Choosing Between Local Optimization and Redesign
- Recording Decisions Across Successive Design Cycles
4Sequence-to-Function Reasoning for Designers10 Themen
- Functional Elements Within an Engineered Sequence
- Reading Frames, Orientation, and Coordinate Conventions
- Sequence Context and Neighboring Element Effects
- Regulatory Motifs and Unintended Functional Sites
- Repeated Sequences and Structural Instability
- Sequence Composition and Expression Compatibility
- DNA, RNA, and Protein Design Dependencies
- Genotype-to-Phenotype Relationships in Engineered Systems
- Limits of Predicting Function from Sequence Alone
- Separating Intended Changes from Background Variation
5Host and Chassis Selection10 Themen
- Matching a Chassis to the Intended Biological Function
- Native Capabilities and Missing Functional Components
- Genetic Accessibility and Available Engineering Tools
- Expression Machinery and Regulatory Compatibility
- Intracellular Conditions and Compartment Availability
- Host Fitness, Growth State, and Functional Performance
- Characterized Laboratory Chassis and Reference Strains
- Cell-Based and Cell-Free Platform Tradeoffs
- Portability Costs Between Host Systems
- Documenting Chassis-Specific Design Assumptions
6Biological Parts and Modular Design10 Themen
- Defining Functional Boundaries Between Parts
- Composability and Interface Compatibility
- Standardized Parts and Context-Dependent Behavior
- Part Families, Variants, and Characterization Data
- Insulation Between Neighboring Functional Modules
- Hierarchical Assembly of Devices and Systems
- Functional Redundancy and Interchangeable Components
- Reference Parts and Benchmarking Strategies
- Part Provenance and Version Control
- Evaluating When Modularity Breaks Down
7Promoter Engineering10 Themen
- Constitutive and Regulated Promoter Architectures
- Promoter Strength and Expression Range
- Basal Expression and Induction Ratios
- Operator Placement and Regulatory Interactions
- Host-Specific Transcriptional Compatibility
- Synthetic Promoter Libraries and Comparative Characterization
- Bidirectional and Divergent Promoter Arrangements
- Promoter Interference and Local Sequence Context
- Environmental Sensitivity of Promoter Activity
- Selecting Promoters for Stable System Behavior
8Translation Initiation and Untranslated Regions10 Themen
- Ribosome Binding Sites as Design Elements
- Eukaryotic Translation Initiation Context
- Five-Prime UTR Structure and Accessibility
- Three-Prime UTRs and Expression Control
- Translational Coupling Between Coding Sequences
- Upstream Open Reading Frames in Regulatory Design
- RNA Stability and Translation Tradeoffs
- Context Dependence of Translation Initiation Strength
- Insulated Translation Initiation Architectures
- Matching Protein Production to Circuit Requirements
9Transcription Termination and RNA Processing10 Themen
- Termination Efficiency and Transcriptional Readthrough
- Bacterial Terminators as Circuit Boundaries
- Eukaryotic Cleavage and Polyadenylation Elements
- RNA Processing Elements in Multigene Designs
- Self-Cleaving Ribozymes for Transcript Insulation
- Introns as Engineered Expression Elements
- Splicing Compatibility and Unintended Isoforms
- Transcript End Design and RNA Lifetime
- Antisense Transcription and Strand Interactions
- Characterizing Termination Within Complete Constructs
10Coding Sequence Engineering10 Themen
- Synonymous Sequence Changes and Functional Constraints
- Codon Usage and Host Compatibility
- Translation Rate and Protein Folding Relationships
- Avoiding Unintended Regulatory Features
- Sequence Repeats and Recombination Liability
- Fusion Proteins and Domain Orientation
- Linker Length, Flexibility, and Functional Separation
- Localization Signals and Compartment Targeting
- Affinity Tags, Reporters, and Functional Interference
- Balancing Expression, Solubility, and Biological Activity
11Multigene Expression Architectures10 Themen
- Monocistronic and Polycistronic Designs
- Gene Order and Expression Imbalance
- Independent and Shared Regulatory Control
- Internal Ribosome Entry Sites in Eukaryotic Constructs
- Ribosomal Skipping Elements and Product Stoichiometry
- Modular Expression Cassettes
- Coordinating Multiple Functional Modules
- Transcriptional Interference Between Adjacent Cassettes
- Shared Resources and Expression Competition
- Comparing Compactness with Independent Tunability
12Plasmid and Episomal System Design10 Themen
- Replication Origins and Host Range
- Copy Number and Expression Variability
- Plasmid Compatibility and Coexistence
- Partitioning and Segregational Stability
- Maintenance Requirements and Selectable Features
- Episomal Persistence in Eukaryotic Cells
- Construct Size and Genetic Stability
- Backbone Effects on Host Physiology
- Marker Removal and Final Construct Architecture
- Plasmid-Based and Chromosomal Design Tradeoffs
13Genomic Integration Architecture10 Themen
- Targeted and Untargeted Integration Concepts
- Genomic Position Effects on Engineered Expression
- Single-Copy and Multicopy Integration
- Candidate Safe-Harbor Sites and Context Dependence
- Landing Pads for Modular Genome Engineering
- Orientation and Neighboring Gene Interactions
- Integration Junctions and Structural Verification
- Allele-Specific and Biallelic Modification
- Long-Term Expression and Silencing Risk
- Reusable Integration Platforms and Exchangeable Payloads
14Chromatin-Aware Genetic Design10 Themen
- Chromatin Accessibility as an Engineering Constraint
- Promoter Behavior Across Chromatin Environments
- Insulators and Boundary Elements
- Enhancers and Engineered Regulatory Reach
- Enhancer-Promoter Compatibility
- Silencing and Epigenetic Memory
- Chromosomal Neighborhoods and Expression Variability
- Cell-State Dependence of Regulatory Elements
- Distinguishing Sequence Effects from Chromatin Effects
- Designing for Predictable Expression Across Cell States
Etappe 2
DNA Assembly & Directed Evolution
Assemblierung, Synthese, Evolution
5 Module · 50 Themen
15DNA Assembly Strategy Selection10 Themen
- Restriction-Based and Overlap-Based Assembly Concepts
- Type IIS Assembly and Modular Part Hierarchies
- Homology-Based Assembly Architectures
- Recombination-Based Assembly Platforms
- Junction Design and Functional Continuity
- Sequence Constraints Imposed by Assembly Methods
- Repeated Elements and Assembly Ambiguity
- Multi-Fragment Complexity and Design Reliability
- Scarless and Scar-Containing Constructs
- Choosing an Assembly Strategy from Design Requirements
16DNA Synthesis and Construct Manufacturability10 Themen
- Sequence Design for Reliable Synthesis
- Repeats, Secondary Structure, and Sequence Complexity
- Fragmentation of Large Designs
- Assembly-Compatible Fragment Boundaries
- Error Sources in Synthesized DNA
- Design Revision Without Functional Drift
- Sequence Screening and Responsible Procurement
- Distinguishing Intended Sequence from Delivered Material
- Supplier Documentation and Construct Provenance
- Balancing Design Freedom with Build Feasibility
17Construct Identity and Build Verification10 Themen
- Expected Construct Maps and Reference Sequences
- Local Sequence Confirmation and Whole-Construct Confirmation
- Junction Verification and Orientation Checks
- Detecting Mixed Construct Populations
- Copy Number and Structural Configuration
- Distinguishing Sequence Errors from Assembly Errors
- Confirming Marker and Backbone Status
- Linking Physical Samples to Digital Designs
- Verification Confidence and Residual Uncertainty
- Acceptance Gates Before Functional Characterization
18Variant Libraries and Design Space Coverage10 Themen
- Rational, Combinatorial, and Diversity-Based Libraries
- Defining the Dimensions of a Design Space
- Library Size and Feasible Evaluation Capacity
- Balanced Representation and Coverage Gaps
- Linked Changes and Combinatorial Interactions
- Barcodes and Genotype Identification
- Pooled and Individually Arrayed Libraries
- Distinguishing Designed Diversity from Realized Diversity
- Sampling Bias and Enrichment Artifacts
- Selecting Informative Variants for the Next Cycle
19Directed Evolution as an Engineering Framework10 Themen
- Variation, Evaluation, and Iterative Improvement
- Defining a Useful Fitness Proxy
- Screening and Selection as Different Evaluation Modes
- Genotype-Phenotype Linkage
- Local Improvements and Broader Functional Tradeoffs
- Epistasis and Fitness Landscape Structure
- Overfitting to an Evaluation Environment
- Function, Stability, and Host Burden Tradeoffs
- Confirming Causal Changes in Improved Variants
- Combining Rational Design with Evolutionary Search
Etappe 3
Genome Editing & Rewriting
CRISPR, Base und Prime Editing
16 Module · 160 Themen
20Genome Editing Platform Selection10 Themen
- Nuclease Editing and Non-Nuclease Editing
- Zinc-Finger Nucleases and TALENs
- CRISPR-Associated Editing Platforms
- Base Editing and Prime Editing
- Recombinases, Integrases, and Transposases
- Editing Size, Precision, and Targeting Constraints
- Permanent Sequence Changes and Reversible Regulation
- Host Repair Capacity and Platform Compatibility
- Delivery Burden and Editor Persistence
- Comparing Platforms Against a Defined Modification Goal
21CRISPR Nuclease System Architecture10 Themen
- Guide-Directed Recognition and Target Engagement
- DNA-Targeting and RNA-Targeting CRISPR Systems
- Protospacer-Adjacent Motifs and Target Availability
- Single-Effector and Multi-Component Architectures
- Cleavage Geometry and Editing Outcomes
- Catalytically Inactive and Nickase Variants
- Editor Size and Delivery Constraints
- Target Accessibility and Cellular Context
- Activity-Specificity Tradeoffs
- Matching Effector Architecture to the Intended Function
22Guide RNA Design and Evaluation10 Themen
- Guide Structure and Target Recognition
- Candidate Target Sites and Sequence Constraints
- Guide-Target Mismatches and Recognition Specificity
- Predicted Activity and Empirical Performance
- RNA Folding and Guide Availability
- Guide Expression Architectures
- Multiplex Guide Organization
- Allele-Selective Targeting Concepts
- Target Sequence Variation Across Cell Populations
- Interpreting Guide Rankings and Model Limitations
23DNA Repair and Editing Outcomes10 Themen
- End Joining and Homology-Directed Repair in Editing
- Microhomology and Repair Outcome Bias
- Cell-Cycle Dependence of Repair Pathway Use
- Intended Alleles and Heterogeneous Outcome Populations
- Insertions, Deletions, and Larger Rearrangements
- Donor-Directed Changes and Template Design Concepts
- Repair Outcomes at Repeated or Complex Regions
- Competition Between Repair Routes
- Distinguishing Editing Frequency from Desired Product Frequency
- Assessing Repair-Associated Genomic Consequences
24Base Editing10 Themen
- Base Conversion Without a Programmed Double-Strand Break
- Editor Architecture and Targeting Components
- Editing Windows and Positional Constraints
- Bystander Changes and Product Purity
- Sequence Context and Conversion Preferences
- Strand Orientation and Accessible Substitutions
- DNA- and RNA-Level Unintended Activity
- Cellular Repair Interactions
- Comparing Base Editing with Alternative Platforms
- Genotype and Functional Confirmation of Edited Products
25Prime Editing10 Themen
- Prime Editor Components and Functional Roles
- Prime Editing Guide RNA Architecture
- Template-Encoded Sequence Changes
- Substitutions, Insertions, and Deletions as Design Goals
- Target Position and Sequence Context Constraints
- Intermediate DNA Structures and Repair Dependencies
- Intended Products and Competing Editing Outcomes
- Delivery Complexity and Cellular Compatibility
- Comparing Precision, Scope, and Efficiency
- Independent Confirmation of the Final Edited Allele
26Multiplex and Combinatorial Genome Engineering10 Themen
- Coordinating Changes at Multiple Genomic Sites
- Simultaneous and Sequential Editing Strategies
- Linked and Unlinked Genetic Modifications
- Combinatorial Genotypes and Interaction Testing
- Guide Competition and Uneven Editing Activity
- Cumulative Cellular Stress and Viability Effects
- Structural Risks from Multiple DNA Breaks
- Resolving Genotypes Within Heterogeneous Populations
- Tracking Edit Order and Design Lineage
- Evaluating Complete Genotypes Rather Than Individual Edits
27CRISPR-Based Transcriptional Regulation10 Themen
- CRISPR Interference and Transcriptional Repression
- CRISPR Activation and Recruitment of Activator Domains
- Target Position Relative to Regulatory Features
- Tunable and Graded Expression Control
- Multiplex Regulation of Endogenous Genes
- Reversible Regulation and Persistent Cellular Effects
- Orthogonal Regulators Within Shared Cells
- Regulatory Crosstalk and Effector Competition
- Comparing Endogenous Regulation with Transgene Expression
- Separating Direct Regulatory Effects from Secondary Responses
28Epigenome Engineering10 Themen
- Targeted Recruitment of Chromatin-Modifying Activities
- DNA Methylation and Demethylation as Engineering Targets
- Histone Modification and Regulatory State Changes
- Local and Spreading Chromatin Effects
- Transient Recruitment and Lasting Regulatory Memory
- Cell-State Dependence of Epigenetic Responses
- Allele-Specific Epigenetic Modulation
- Reversibility and Incomplete State Resetting
- Distinguishing Epigenetic Changes from Sequence Changes
- Assessing Specificity and Persistence of Engineered States
29RNA Editing and RNA-Level Engineering10 Themen
- Transcript Modification Without Permanent Genome Changes
- Programmable RNA Recognition
- RNA Base Editing Concepts
- Transcript Isoforms and Target Availability
- RNA Processing and Splicing Modulation
- RNA Stability as an Engineering Variable
- Transient Effects and Dosing Dependencies
- Bystander Transcript Changes and Specificity
- Comparing RNA Editing with DNA Editing
- Measuring Transcript-Level and Protein-Level Outcomes
30Recombinase and Integrase Systems10 Themen
- Site-Specific Recombination as a Design Primitive
- Excision, Inversion, and Integration Architectures
- Recognition Sites and Directionality
- Reversible and Irreversible Switching
- Orthogonal Recombination Systems
- Cassette Exchange and Modular Replacement
- Recombinase-Based State Machines
- Residual Sequence Features and Functional Effects
- Unintended Recombination and Structural Stability
- Verifying Final DNA States and Switching Completeness
31Transposon-Based Genetic Engineering10 Themen
- Transposition as a Genome Modification Mechanism
- Cargo, Recognition Elements, and Transposase Components
- Integration Preferences and Insertion Distributions
- Copy Number and Insertion Heterogeneity
- Stable Integration and Remobilization Risk
- Targeted and Untargeted Transposition Concepts
- Cargo Size and Platform Compatibility
- Insertional Effects on Endogenous Functions
- Mapping and Interpreting Integration Sites
- Comparing Transposition with Other Integration Platforms
32Large-Scale Genome Rewriting10 Themen
- Segment Replacement and Chromosome-Level Design
- Hierarchical Design of Large Genetic Changes
- Preserving Essential Functions During Genome Rewriting
- Structural Organization and Long-Range Regulatory Effects
- Repeated Regions and Assembly Ambiguity
- Synthetic Chromosomes and Native Genome Interfaces
- Chromosome Copy Number and Segregation
- Intermediate Genotypes and Design Dependencies
- Structural Verification Beyond Local Sequence Accuracy
- Functional Evaluation of Extensively Rewritten Genomes
33Genome Reduction and Minimal Cell Design10 Themen
- Minimal Genomes and Minimal Functional Systems
- Essentiality as a Context-Dependent Property
- Redundant Functions and Hidden Dependencies
- Genome Streamlining and Chassis Simplification
- Fitness Costs of Removing Apparently Dispensable Functions
- Environmental Dependence of Reduced Genomes
- Robustness, Evolvability, and Design Simplicity
- Comparing Natural and Engineered Minimal Systems
- Uncharacterized Genes as Design Uncertainty
- Functional Completeness and Limits of Minimality
34Genome Recoding and Genetic Code Engineering10 Themen
- Synonymous Genome Recoding Concepts
- Codon Reassignment and Translation Compatibility
- Removing Ambiguous Coding Assignments
- Stop Codons and Translation Termination Interfaces
- Genome-Wide Sequence Context Effects
- Fitness Consequences of Extensive Recoding
- Recoded Genomes as Engineering Platforms
- Genetic Isolation and Its Limitations
- Verifying Recoding Completeness and Functional Integrity
- Distinguishing Code Changes from Expression Optimization
35Orthogonal Translation Systems10 Themen
- Orthogonality in Translation Machinery
- Engineered tRNA and Aminoacyl-tRNA Synthetase Pairs
- Recognition Specificity and Host Crosstalk
- Noncanonical Amino Acid Incorporation Concepts
- Competition with Native Translation Components
- Incorporation Fidelity and Protein Product Heterogeneity
- Orthogonal Ribosomes and Specialized Translation
- Conditional Dependencies in Expanded Genetic Codes
- Cellular Burden and Compatibility Limits
- Functional Confirmation of Engineered Protein Products
Etappe 4
Genetic Circuits & Cell Programs
Logik, Gedächtnis, Feedback in Zellen
16 Module · 160 Themen
36RNA-Based Synthetic Circuits10 Themen
- Riboswitches and Ligand-Responsive RNA Elements
- Toehold Switches and RNA Recognition Logic
- Small Regulatory RNAs and Antisense Control
- Ribozymes as Regulatory Components
- RNA Folding Landscapes and Circuit Performance
- Translational Activation and Repression Architectures
- RNA-Level Signal Integration
- Orthogonality Between RNA Regulatory Channels
- RNA Circuit Dynamics and Transcript Turnover
- Combining RNA Control with Transcriptional Circuits
37Protein-Level Control Systems10 Themen
- Regulated Protein Degradation
- Degrons and Tunable Protein Lifetimes
- Split Proteins and Conditional Reconstitution
- Protease-Based Regulation
- Protein Sequestration and Competitive Binding
- Allosteric Control as an Engineering Strategy
- Scaffold-Based Coordination of Protein Activities
- Post-Translational Switches and Signal Propagation
- Reversibility and Response Speed
- Coupling Protein-Level Control to Gene Expression
38Synthetic Receptors and Signal Transduction10 Themen
- Input Recognition and Intracellular Output Coupling
- Modular Receptor Domains and Interface Compatibility
- Ligand Binding, Affinity, and Specificity
- Receptor Abundance and Sensitivity
- Signal Amplification and Threshold Formation
- Background Signaling and Unintended Activation
- Receptor Trafficking and Desensitization
- Contact-Dependent and Soluble-Signal Recognition
- Crosstalk with Endogenous Signaling Pathways
- Characterizing Receptor Function Across Cell States
39Biological Sensors and Input Modules10 Themen
- Chemical, Physical, and Cellular Input Classes
- Sensor Specificity and Cross-Reactivity
- Detection Thresholds and Saturation
- Input Availability and Intracellular Access
- Sensor Calibration and Reference Conditions
- Dynamic Range and Signal-to-Background Ratio
- Temporal Filtering and Transient Inputs
- Environmental Interference and Matrix Effects
- Coupling Sensors to Regulatory Outputs
- Distinguishing Sensing Performance from Reporter Performance
40Genetic Logic Gates10 Themen
- Boolean Abstraction and Biological Implementation
- NOT, AND, OR, NAND, and NOR Functions
- Multi-Input Regulatory Architectures
- Digital Thresholds in Analog Biological Systems
- Truth Tables and Experimental State Coverage
- Logic-Level Compatibility Between Modules
- Fan-In, Fan-Out, and Signal Attenuation
- Leakiness and State Misclassification
- Gate Composition and Context Effects
- Evaluating Logic Across Variable Operating Conditions
41Analog Biological Computation10 Themen
- Continuous Input-Output Relationships
- Graded Regulation and Transfer Functions
- Ratio Sensing and Relative Input Detection
- Summation, Competition, and Resource-Based Computation
- Gain, Saturation, and Operating Range
- Nonlinear Responses and Hill-Type Descriptions
- Analog-Digital Hybrid Architectures
- Sensitivity to Parameter Variation
- Information Loss Across Biological Modules
- Choosing Analog or Digital Representations for a Task
42Feedback Control in Engineered Cells10 Themen
- Negative Feedback and Expression Stabilization
- Positive Feedback and State Reinforcement
- Open-Loop and Closed-Loop Biological Control
- Setpoints and Error-Correcting Architectures
- Integral Feedback Concepts in Biological Systems
- Adaptation and Disturbance Rejection
- Feedback Delays and Instability
- Measurement Modules and Actuation Modules
- Controller Burden and Host Coupling
- Testing Control Performance Under Perturbation
43Oscillators, Timers, and Dynamic Programs10 Themen
- Delayed Negative Feedback and Oscillatory Behavior
- Activator-Repressor Oscillator Architectures
- Period, Amplitude, and Phase
- Damping and Sustained Oscillations
- Synchronization Between Engineered Cells
- Pulse Generation and Pulse Duration Control
- Delayed Activation and Sequential Programs
- Timer Resetting and Repeated Inputs
- Noise, Drift, and Loss of Temporal Coordination
- Evaluating Dynamic Performance with Time-Resolved Measurements
44Biological Memory and State Machines10 Themen
- Transient Inputs and Persistent Outputs
- Bistable Switches and Hysteresis
- DNA-Based and Regulatory-State Memory
- Write, Read, Reset, and Retention Functions
- Event Counters and Order-Sensitive Responses
- Finite-State Machine Abstractions
- State Transition Errors and Incomplete Switching
- Memory Stability During Cell Division
- Recording Exposure Without Continuous Input
- Comparing Memory Capacity with Implementation Complexity
45Spatial Control and Intracellular Organization10 Themen
- Compartmentalization as a Design Strategy
- Subcellular Targeting and Localization Accuracy
- Membrane Anchoring and Spatial Restriction
- Scaffolded Reactions and Local Concentration
- Engineered Condensates and Phase-Separation Concepts
- Transport Between Compartments
- Spatial Gradients and Position-Dependent Responses
- Sequestration as a Regulatory Mechanism
- Compartment Burden and Host Disruption
- Measuring Localization Alongside Functional Output
46Cell-to-Cell Communication10 Themen
- Sender, Signal, Channel, and Receiver Modules
- Engineered Quorum-Sensing Architectures
- Signal Production, Transport, and Degradation
- Communication Range and Population Density
- Orthogonal Communication Channels
- Crosstalk and Signal Interference
- Broadcast and Contact-Dependent Communication
- Delays and Information Loss Between Cells
- Coordinating Distributed Biological Functions
- Measuring Communication Independently of Growth Effects
47Multicellular Patterning and Collective Programs10 Themen
- Local Interactions and Global Pattern Formation
- Reaction-Diffusion Concepts in Engineered Systems
- Boundary Formation and Positional Information
- Differential Adhesion and Cell Sorting
- Programmed Differentiation and Division of Labor
- Morphogen-Like Signals and Threshold Responses
- Geometry, Density, and Pattern Stability
- Self-Organization and Externally Imposed Structure
- Robustness of Patterns to Cell-Level Variability
- Separating Collective Behavior from Single-Cell Function
48Engineered Consortia and Population Dynamics10 Themen
- Single-Chassis and Multi-Chassis Architectures
- Functional Partitioning Across Populations
- Cooperative and Competitive Interactions
- Cross-Feeding as a Coordination Mechanism
- Population Ratios and Functional Balance
- Public Goods and Noncontributing Variants
- Ecological Stability and Community Drift
- Population-Level Feedback and Composition Control
- Distinguishing Circuit Failure from Community Imbalance
- Evaluating Collective Function Across Time
49Genetic Stability and Evolutionary Robustness10 Themen
- Mutation and Selection Within Engineered Populations
- Fitness Costs of Synthetic Functions
- Loss-of-Function Variants and Population Takeover
- Recombination Between Repeated Elements
- Genotypic Stability and Phenotypic Stability
- Redundancy, Coupling, and Architectural Tradeoffs
- Environmental Changes and Shifting Selection Pressures
- Longitudinal Monitoring of Engineered Function
- Evolutionary Failure Modes and Residual Risk
- Designing Specifications for Finite Functional Lifetimes
50Cellular Resources and Engineering Burden10 Themen
- Competition for Transcriptional Resources
- Ribosome Demand and Translation Capacity
- Energy and Precursor Requirements
- Proteostasis Load and Misfolded Proteins
- Copy Number, Expression Strength, and Host Fitness
- Growth-Expression Feedback
- Indirect Coupling Between Independent Modules
- Resource-Aware Circuit Models
- Burden Indicators and Comparative Characterization
- Balancing Functional Output with Chassis Health
51Noise, Heterogeneity, and Robustness10 Themen
- Intrinsic and Extrinsic Expression Noise
- Cell-to-Cell Variation in Engineered Systems
- Stochastic Switching and Rare States
- Copy Number Variation and Partitioning Noise
- Cell Cycle, Size, and Physiological State Effects
- Population Averages and Hidden Subpopulations
- Noise Propagation Through Regulatory Cascades
- Buffering Variability with Circuit Architecture
- Robustness Across Hosts and Environments
- Defining Reliability from Distributional Performance
Etappe 5
Modeling & Characterization
Zahlen statt Eindrücke
9 Module · 90 Themen
52Mechanistic Modeling for Biological Design10 Themen
- Choosing the Appropriate Modeling Resolution
- Reaction Networks and State Variables
- Deterministic Dynamical Models
- Stochastic Models of Low-Copy Components
- Parameter Meaning and Dimensional Consistency
- Steady States and Stability
- Bifurcations and Qualitative Behavior Changes
- Model Reduction and Simplifying Assumptions
- Connecting Model Outputs to Measurable Quantities
- Using Models to Compare Design Alternatives
53Parameter Inference and Design Optimization10 Themen
- Identifiable and Nonidentifiable Parameters
- Parameter Estimation from Dynamic Measurements
- Sensitivity Analysis and Influential Components
- Uncertainty Propagation Through Predictions
- Multiobjective Design Optimization
- Tradeoff Frontiers and Feasible Design Regions
- Surrogate Models for Expensive Evaluations
- Active Learning and Informative Next Experiments
- Prediction Outside the Training or Calibration Range
- Separating Model Improvement from Biological Improvement
54Experimental Design for Engineered Systems10 Themen
- Hypotheses, Factors, and Measurable Outcomes
- Positive, Negative, and Architecture-Matched Controls
- Biological and Technical Replication
- Randomization and Blocking
- Factorial Designs and Interaction Effects
- Baseline Normalization and Reference Conditions
- Confounding Between Growth and Engineered Function
- Timepoint Selection and Dynamic Observability
- Predefined Success Criteria and Analysis Plans
- Matching Experimental Resolution to the Design Question
55Quantitative Characterization and Performance Metrics10 Themen
- Absolute Measurements and Relative Measurements
- Calibration Curves and Reference Standards
- Transfer Functions and Input-Output Mapping
- Basal Activity, Gain, and Dynamic Range
- Response Time and Recovery Time
- Specificity, Selectivity, and Cross-Response
- Repeatability and Between-Run Reproducibility
- Distribution-Based Acceptance Criteria
- Functional Lifetime and Performance Drift
- Reporting Uncertainty Alongside Performance Claims
56Reporters and Measurement Interfaces10 Themen
- Fluorescent, Luminescent, and Enzymatic Reporters
- Reporter Maturation and Measurement Delay
- Reporter Stability and Temporal Resolution
- Spectral Overlap and Signal Separation
- Background Signal and Autofluorescence
- Reporter Burden and Functional Interference
- Transcriptional and Translational Reporter Fusions
- Endogenous Function and Proxy Readouts
- Ratiometric Measurement Architectures
- Confirming Conclusions with Independent Readouts
57Single-Cell and Time-Resolved Characterization10 Themen
- Flow-Based and Imaging-Based Measurement Concepts
- Cell Identification and Population Gating
- Distinguishing Uniform Shifts from Mixed Responses
- Lineage Tracking and Inherited States
- Dynamic Trajectories and Endpoint Measurements
- Pulses, Oscillations, and Transient Subpopulations
- Measurement Perturbations and Observation Bias
- Relating Single-Cell Behavior to Population Function
- Linking Genotype, Cell State, and Phenotype
- Comparing Trajectory Distributions Across Designs
58Functional Validation and Causal Interpretation10 Themen
- Sequence Correctness and Functional Correctness
- Orthogonal Assays for the Same Design Claim
- Rescue and Reversion as Causal Evidence
- Component Removal and Dependency Testing
- Dose-Response Relationships and Mechanistic Consistency
- Clonal Effects and Background Differences
- Intended Functions and Secondary Cellular Responses
- Generalization Beyond the Initial Test Condition
- Alternative Explanations for Apparent Design Success
- Defining the Limits of a Validated Claim
59On-Target Editing Outcome Assessment10 Themen
- Edited Allele Frequencies and Population Composition
- Desired Products and Unwanted On-Target Products
- Allelic Phase and Compound Genotypes
- Mosaicism and Mixed Cell Populations
- Local Sequence Changes and Large Structural Events
- Copy Number Alterations at the Target Locus
- Integration Junctions and Donor-Derived Sequences
- Assay Blind Spots and Detection Limits
- Clonal Confirmation and Population-Level Characterization
- Connecting On-Target Genotype to Functional Consequences
60Unintended Effects and Specificity Assessment10 Themen
- Predicted and Empirically Observed Off-Target Changes
- Sequence Similarity and Contextual Target Recognition
- Editor-Dependent and Delivery-Dependent Effects
- Genomic, Transcriptomic, and Cellular Consequences
- Baseline Variation and Treatment-Associated Variation
- Sensitivity, Coverage, and False-Negative Risk
- Independent Confirmation of Candidate Findings
- Distinguishing Association from Editing Causality
- Functional Relevance of Detected Unintended Changes
- Reporting Specificity Without Claims of Absolute Absence
Etappe 6
Chassis, Delivery & Applications
Chassis, Delivery, lebende Materialien
13 Module · 130 Themen
61Nonviral Delivery of Engineering Components10 Themen
- DNA, RNA, Protein, and Ribonucleoprotein Cargo Formats
- Physical and Chemical Delivery Classes
- Cargo Size and Material Compatibility
- Cellular Entry and Intracellular Availability
- Endosomal Escape as a Delivery Constraint
- Nuclear Access and Subcellular Targeting
- Transient Exposure and Persistent Expression
- Delivery Heterogeneity Across Cell Populations
- Viability, Stress, and Functional Recovery
- Separating Delivery Efficiency from Engineering Success
62Viral Vector Platforms as Engineering Interfaces10 Themen
- Vector Class and Cargo Compatibility
- Integrating and Predominantly Episomal Architectures
- Packaging Capacity and Construct Design Constraints
- Cell-Type Access and Delivery Specificity
- Transgene Regulation Within Vector Context
- Persistence, Copy Number, and Expression Variability
- Vector-Associated Cellular Responses
- Integration-Related Risks and Structural Outcomes
- Platform Qualification and Required Oversight
- Comparing Viral and Nonviral Delivery for a Design Goal
63Engineering Bacterial Chassis10 Themen
- Bacterial Expression Architecture and Part Compatibility
- Plasmid-Based and Chromosomal Implementations
- Operon Design and Coordinated Expression
- Native Regulatory Interference
- Host Restriction Systems as Compatibility Constraints
- Protein Localization and Export Interfaces
- Growth State and Circuit Performance
- Resource Competition in Compact Cellular Systems
- Porting Constructs Between Characterized Bacterial Chassis
- Demonstrating Stable Function in Defined Laboratory Contexts
64Engineering Yeast and Fungal Chassis10 Themen
- Eukaryotic Expression Design in Yeast Platforms
- Promoter and Terminator Compatibility
- Ploidy and Allele Configuration
- Chromosomal Integration and Episomal Expression
- Homologous Recombination as an Engineering Interface
- Protein Processing and Secretion Constraints
- Organelle Targeting and Compartmental Design
- Silencing, Copy Number, and Expression Stability
- Differences Between Model and Nonconventional Chassis
- Host-Specific Validation of Engineered Functions
65Engineering Mammalian Cell Systems10 Themen
- Stable and Transient Genetic Modification
- Cell-Line Identity and Genomic Background
- Regulatory Element Activity Across Cell Types
- Integration Position and Epigenetic Silencing
- Endogenous Pathways and Synthetic Circuit Crosstalk
- Receptor, Transcriptional, and Post-Translational Programs
- Cell Stress, Viability, and Functional Interpretation
- Clonal Isolation and Population Heterogeneity
- Long-Term Maintenance of Engineered States
- Comparing Performance Across Relevant Cellular Contexts
66Programmable Cell Identity and Differentiation10 Themen
- Cell Identity as an Engineering Target
- Synthetic Control of Endogenous Regulatory Networks
- Transcription Factor Programs and State Transitions
- Transient Inputs and Persistent Identity Changes
- Partial Reprogramming and Incomplete Transitions
- State Markers and Functional Identity
- Cell-State Heterogeneity and Alternative Outcomes
- Engineered Differentiation Timing and Coordination
- Research Models and Application-Specific Translation Boundaries
- Verifying Identity, Stability, and Intended Function
67Plant Genetic Engineering Interfaces10 Themen
- Plant-Specific Regulatory and Expression Constraints
- Nuclear and Organelle Engineering Concepts
- Ploidy, Allelic Complexity, and Genetic Background
- Delivery and Regeneration as Platform Dependencies
- Somatic Editing and Heritable Changes
- Tissue-Specific and Inducible Expression Architectures
- Mosaicism and Genotype Resolution
- Transgene Persistence and Segregation
- Portability Across Species and Genotypes
- Boundaries Between Engineering Platforms and Crop Applications
68Cell-Free Synthetic Biology10 Themen
- Extract-Based and Reconstituted Expression Systems
- Separation of Biological Function from Living Cells
- Template Design for Cell-Free Expression
- Energy and Resource Availability
- Open-System Access to Reaction Components
- Prototyping Regulatory Parts and Circuits
- Compartmentalized Cell-Free Systems
- Reagent Variation and Performance Reproducibility
- Translating Cell-Free Results into Cellular Contexts
- Limits of Cell-Free Models for Host-Dependent Functions
69Bottom-Up Synthetic Cells10 Themen
- Defining a Synthetic Cell and Its Functional Boundaries
- Membranes, Compartments, and Encapsulation
- Information Processing and Gene Expression Modules
- Energy Supply and Internal Resource Use
- Transport Across Synthetic Boundaries
- Coupling Internal Reactions with Membrane Behavior
- Communication Between Artificial Compartments
- Growth-Like and Division-Like Behaviors
- Integration of Modules with Incompatible Requirements
- Distinguishing Cell-Like Functions from Autonomous Living Systems
70Genetic Control of Engineered Pathways10 Themen
- Pathway Architecture as a Genetic Design Problem
- Coordinating Expression of Multiple Activities
- Stoichiometric Imbalance and Intermediate Accumulation
- Static and Dynamic Regulatory Control
- Feedback from Pathway State to Gene Expression
- Host Competition for Precursors and Cofactors
- Compartmentalization of Engineered Functions
- Modular Pathway Replacement and Exchange
- Functional Verification Beyond End-Product Abundance
- Handoff from Genetic Design to Bioprocess Development
71Engineering Protein Function Within Synthetic Systems10 Themen
- Protein-Level Requirements Derived from System Behavior
- Binding, Catalysis, and Structural Roles
- Domain Swapping and Modular Protein Architecture
- Specificity, Activity, and Stability Tradeoffs
- Protein Interaction Interfaces and Orthogonality
- Conditional Activity and Environmental Responsiveness
- Sequence Variation and Functional Screening Concepts
- Coupling Engineered Proteins to Regulatory Networks
- Host Compatibility and Expression Constraints
- Distinguishing Molecular Improvement from System Improvement
72Orthogonal Biochemistry and Expanded Functionality10 Themen
- Orthogonality Beyond Genetic Regulation
- Alternative Substrates and Engineered Molecular Recognition
- Noncanonical Building Blocks in Biological Systems
- Compatibility with Native Cellular Chemistry
- Competing Reactions and Unintended Interactions
- Selective Labeling and Functional Handle Concepts
- Engineered Dependencies on Supplied Components
- Measuring Incorporation, Fidelity, and Functional Utility
- Persistence and Fate of Engineered Molecular Products
- Limits of Chemical Isolation in Living Systems
73Genetically Encoded Assembly and Living Materials10 Themen
- Programming the Production of Structural Components
- Self-Assembly as an Output of Genetic Design
- Display, Secretion, and Spatial Organization
- Genotype-to-Material Property Relationships
- Stimulus-Responsive Assembly and Disassembly
- Cell-Material Interfaces and Functional Coupling
- Patterning and Distributed Material Production
- Viable and Nonviable Material Architectures
- Stability, Variability, and Containment Requirements
- Boundaries Between Biological Design and Materials Processing
Etappe 7
Workflows, Biosafety & Capstone
Automation, Containment, dein Build
7 Module · 70 Themen
74Automation and Reproducible Build Workflows10 Themen
- Translating Biological Designs into Executable Workflows
- Modular Automation Tasks and Instrument Interfaces
- Sample Identity Across Automated Operations
- Design Metadata and Machine-Readable Instructions
- Plate Layouts and Batch Organization Concepts
- Error Detection and Recovery Planning
- Automation-Induced Bias and Edge Effects
- Human Review Gates in Automated Workflows
- Reproducibility Across Instruments and Operators
- Connecting Automated Builds to Test Results and Design History
75Design Data, Standards, and Digital Traceability10 Themen
- Biological Design Objects and Their Relationships
- Sequence Files, Feature Annotations, and Construct Maps
- SBOL Concepts for Representing Biological Designs
- Visual Representation of Parts and Interactions
- Stable Identifiers for Parts, Samples, and Experiments
- Design Versions and Physical Sample Lineage
- Linking Genotypes to Characterization Data
- Recording Units, Conditions, and Measurement Metadata
- Interoperability Between Design and Laboratory Systems
- Reusable Design Packages and Complete Provenance
76Reproducibility, Portability, and Design Failure Analysis10 Themen
- Reconstructing a Design from Its Documentation
- Reproducibility Within and Between Laboratories
- Hidden Dependencies on Host, Media, and Equipment
- Batch Effects and Reference Material Differences
- Portability of Individual Parts and Complete Circuits
- Distinguishing Construction, Measurement, and Biological Failures
- Root-Cause Analysis of Unexpected Behavior
- Design Revision with Traceable Evidence
- Negative Results and Reusable Lessons
- Defining the Validated Operating Envelope
77Containment and Fail-Safe Biological Design10 Themen
- Physical, Procedural, and Genetic Containment Layers
- Intended Operating Environments and Exposure Pathways
- Engineered Dependencies and Conditional Survival Concepts
- Genetic Stability of Containment Functions
- Escape Frequency and Limits of Detection
- Horizontal Transfer and Persistence Considerations
- Fail-Safe Behavior and Common-Cause Failure
- Independence Between Containment Layers
- Monitoring, Shutdown, and End-of-Use Requirements
- Evaluating Residual Risk Without Absolute Safety Claims
78Responsible Research and Design Governance10 Themen
- Matching Oversight to Organism, Modification, and Intended Use
- Biosafety and Biosecurity as Distinct Design Considerations
- Dual-Use Potential and Responsible Project Review
- Human Cell Sources, Consent, and Provenance
- Somatic and Heritable Human Modification Boundaries
- Environmental Release and Stakeholder Impacts
- Responsible Sequence Procurement and Access Practices
- Uncertainty, Benefit Claims, and Public Communication
- Documentation for Institutional Review and Accountability
- Revisiting Governance When Project Scope Changes
79Engineering Handoffs and Platform Qualification10 Themen
- Research Demonstration and Qualified Engineering Platform
- Defining a Complete Biological Design Package
- Chassis, Construct, and Process Interface Specifications
- Performance Evidence Required for a Handoff
- Stability, Identity, and Functional Acceptance Criteria
- Manufacturing Constraints That Feed Back into Genetic Design
- Application-Specific Validation Beyond the Core Platform
- Change Control and Requalification Triggers
- Design Ownership, Licensing, and Part Provenance
- Communicating Limitations to Downstream Teams
80Integrated Design Projects and Technical Review10 Themen
- Specification of a Modular Gene Expression Platform
- Comparative Design of a Precise Genome Modification
- Architecture of a Reversible Endogenous Gene Controller
- Design of a Multi-Input Synthetic Gene Circuit
- Modeling and Evaluation of a Feedback-Controlled System
- Design of a Cellular Memory Device
- Cell-Free Prototyping of a Regulatory Module
- Portability Assessment Across Two Characterized Chassis
- Failure Analysis and Redesign of an Unstable Construct
- Final Review of Function, Evidence, Reproducibility, and Governance
Fünfzehn Minuten.Jeden Tag.
- 1
Eine Lektion passt in die Mittagspause
Eine Idee nach der anderen, auf kurzen Folien. Eine ganze Lektion dauert etwa fünfzehn Minuten.
- 2
Übung mit sofortigem Feedback
Die Fragen stecken in der Lektion. Antworte und sieh sofort, ob es sitzt.
- 3
Eine Serie, die dich zurückholt
Eine Lektion am Tag hält die Serie am Leben. Kleine, stetige Schritte tragen dich durch.
- 1
Eine Lektion passt in die Mittagspause
Eine Idee nach der anderen, auf kurzen Folien. Eine ganze Lektion dauert etwa fünfzehn Minuten.
- 2
Übung mit sofortigem Feedback
Die Fragen stecken in der Lektion. Antworte und sieh sofort, ob es sitzt.
- 3
Eine Serie, die dich zurückholt
Eine Lektion am Tag hält die Serie am Leben. Kleine, stetige Schritte tragen dich durch.
Für alle, die Organismen designen.
Molekularbiologen über Protokolle hinaus
Wo du am meisten wächst
Zwischen Nuklease-, Base- und Prime-Editing wählen
Etappe 3 · Genome Editing & RewritingEngineers auf dem Weg ins Nasslabor
Wo du am meisten wächst
Schaltkreise bauen, die erfassen, zählen, speichern
Etappe 4 · Genetic Circuits & Cell ProgramsBioinformatiker, die selbst bauen wollen
Wo du am meisten wächst
Expression mit Promotern und UTRs tunen
Etappe 1 · Design Principles & Expression Control
Wohin dieser Kurs führt.
Der Job, um den dieser Kurs gebaut ist, und wie Menschen hineinkommen.
Synthetic Biology Engineer
Entwirft und baut technisch veränderte Zellen: Konstrukte, Edits und Schaltkreise, die eine klar definierte Aufgabe erfüllen.
Alle ZukunftsberufeIm Job
- Ein Konstrukt entwerfen, zusammenbauen und verifizieren lassen
- Ein Genom editieren und belegen, dass der Edit der gewollte ist
- Die Leistung eines Stamms messen und das Design verbessern
So kommt man hinein
Ein Studium in Molekularbiologie, Biotechnologie oder Bioingenieurwesen, dazu praktische Klonierungs- und Editing-Arbeit im Labor.
Sei von Anfang an dabei.
Frühzugriff für Einzelpersonen, Piloten für Teams. Sag uns, wer lernt.
enterprise@astratrainer.com