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Genetic Engineering & Synthetic Biology
Scrivi il DNA come un ingegnere scrive una specifica.
Il corso completo
- moduli
- 80
- argomenti
- 800
- min per lezione
- 15
60%
degli input fisici dell'economia mondiale si potrebbe, in linea di principio, produrre per via biologica.
Quello che saprai fare.
Specifica la funzione prima del DNA
Tappa 1 · Design Principles & Expression Control
Regola l'espressione con promotori e UTR
Tappa 1 · Design Principles & Expression Control
Scegli tra nucleasi, base e prime editing
Tappa 3 · Genome Editing & Rewriting
Costruisci circuiti che rilevano, contano e ricordano
Tappa 4 · Genetic Circuits & Cell Programs
Misura un costrutto invece di sperare
Tappa 5 · Modeling & Characterization
Ingegnerizza batteri, lieviti o cellule umane
Tappa 6 · Chassis, Delivery & Applications
Sette tappe.Una salita costante.
Una parte, un circuito, una cellula — poi un design che altri possano costruire.
80moduli
in 7 tappe
800argomenti
≈ 10 per modulo
≈200ore
in lezioni da 15 minuti
≈2anni
≈13mesi
≈7mesi
per finire l'intero corso
- 1
Design Principles & Expression Control
Parti, promotori, plasmidi
14 moduli · 140 argomenti · ≈ 35 h
- 2
DNA Assembly & Directed Evolution
Assemblaggio, sintesi, evoluzione
5 moduli · 50 argomenti · ≈ 13 h
- 3
Genome Editing & Rewriting
CRISPR, base e prime editing
16 moduli · 160 argomenti · ≈ 40 h
- 4
Genetic Circuits & Cell Programs
Logica, memoria e feedback nelle cellule
16 moduli · 160 argomenti · ≈ 40 h
- 5
Modeling & Characterization
Numeri al posto delle impressioni
9 moduli · 90 argomenti · ≈ 23 h
- 6
Chassis, Delivery & Applications
Chassis, consegna, materiali viventi
13 moduli · 130 argomenti · ≈ 33 h
- 7
Workflows, Biosafety & Capstone
Automazione, contenimento, il tuo progetto
7 moduli · 70 argomenti · ≈ 18 h
Mesi
0612180369024
MesiTraguardo · ≈ 2 anni · ≈ 13 mesi · ≈ 7 mesi
Ore e mesi sono stime: una lezione da 15 minuti per argomento, ogni giorno.
Ogni modulo.Ogni argomento.
I titoli di moduli e argomenti restano in inglese, la lingua in cui lavora questo settore.
Tappa 1
Design Principles & Expression Control
Parti, promotori, plasmidi
14 moduli · 140 argomenti
1Scope of Genetic Engineering and Synthetic Biology10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Tappa 2
DNA Assembly & Directed Evolution
Assemblaggio, sintesi, evoluzione
5 moduli · 50 argomenti
15DNA Assembly Strategy Selection10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Tappa 3
Genome Editing & Rewriting
CRISPR, base e prime editing
16 moduli · 160 argomenti
20Genome Editing Platform Selection10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Tappa 4
Genetic Circuits & Cell Programs
Logica, memoria e feedback nelle cellule
16 moduli · 160 argomenti
36RNA-Based Synthetic Circuits10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Tappa 5
Modeling & Characterization
Numeri al posto delle impressioni
9 moduli · 90 argomenti
52Mechanistic Modeling for Biological Design10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Tappa 6
Chassis, Delivery & Applications
Chassis, consegna, materiali viventi
13 moduli · 130 argomenti
61Nonviral Delivery of Engineering Components10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Tappa 7
Workflows, Biosafety & Capstone
Automazione, contenimento, il tuo progetto
7 moduli · 70 argomenti
74Automation and Reproducible Build Workflows10 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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 argomenti
- 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
Quindici minuti.Ogni giorno.
- 1
Una lezione entra nella pausa pranzo
Un'idea alla volta, in slide brevi. Una lezione intera dura circa quindici minuti.
- 2
Esercizi con correzione immediata
Le domande sono dentro la lezione. Rispondi e vedi subito se hai capito.
- 3
Una serie che ti fa tornare
Una lezione al giorno tiene viva la serie. Sessioni brevi e costanti ti portano fino in fondo.
- 1
Una lezione entra nella pausa pranzo
Un'idea alla volta, in slide brevi. Una lezione intera dura circa quindici minuti.
- 2
Esercizi con correzione immediata
Le domande sono dentro la lezione. Rispondi e vedi subito se hai capito.
- 3
Una serie che ti fa tornare
Una lezione al giorno tiene viva la serie. Sessioni brevi e costanti ti portano fino in fondo.
Per chi progetta organismi.
Biologi molecolari oltre i protocolli
Ingegneri che entrano nel wet lab
Dove crescerai di più
Costruisci circuiti che rilevano, contano e ricordano
Tappa 4 · Genetic Circuits & Cell ProgramsBioinformatici che vogliono costruire
Dove crescerai di più
Regola l'espressione con promotori e UTR
Tappa 1 · Design Principles & Expression Control
Dove porta questo corso.
Il lavoro attorno a cui è costruito questo corso, e come ci si entra.
Synthetic Biology Engineer
Progetta e costruisce cellule ingegnerizzate: costrutti, modifiche e circuiti che svolgono un compito definito.
Tutte le carriere del futuroSul lavoro
- Progettare un costrutto e farlo assemblare e verificare
- Modificare un genoma e dimostrare che la modifica è quella voluta
- Misurare le prestazioni di un ceppo e migliorare il progetto
Come ci si entra
Una laurea in biologia molecolare, biotecnologie o bioingegneria, più esperienza pratica di clonazione e editing in laboratorio.
Sii il primo della lista.
Accesso anticipato per i singoli, pilota per i team. Dicci chi sta imparando.
enterprise@astratrainer.com