day 10 part 1
🧬 1. Big Picture: Why Selection Methods?
When you create a library of mutants (e.g. 10⁶–10¹¹ variants), the challenge is:
👉 Find the one protein with the desired property.
Two main strategies:
- Screening → test each individually (slow ❌)
- Selection → only “good” variants survive (fast ✅)
🧪 2. Complementation (Phenotype-Based Selection)
💡 What does “complement phenotype” mean?
It means: 👉 A gene restores a missing function in a cell
Example:
- You delete an essential gene from bacteria
- Provide mutated versions on a plasmid
- Only bacteria with a functional protein survive
👉 That survival = complementation of phenotype
💡 “Use plasmid → active protein survives?”
- Plasmid = carries gene variants
- If variant works → cell survives
- If not → cell dies
✔️ Survival = functional protein ❌ Death = non-functional mutant
🔗 3. Genotype–Phenotype Link (CRITICAL CONCEPT)
💡 Why link genotype and phenotype?
You must connect:
- Phenotype = protein function
- Genotype = DNA sequence
👉 Because only DNA can be amplified
💡 “Fusion protein → link genotype?”
Yes:
- You physically attach your protein to something that carries its DNA
- Example:
- Virus surface displays protein
- DNA encoding that protein is inside
✔️ Now you can:
- Select protein
- Recover its DNA
🦠 4. Filamentous Phage Display (M13 System)
🧬 What is it?
A virus (phage) that infects bacteria like E. coli
🧱 Structure of M13 Phage
- Long filament shape
- ssDNA genome inside
- Protein coat outside:
Ends:
- Left end → Protein 7 + 9
- Right end → Protein 6 + 3
Body:
- Protein 8 (~2700 copies)
💡 Your question:
“At ends: 7,9 and 6,3?”
✔️ Correct:
- One end: p7 + p9
- Other end: p6 + p3
🧬 Why Protein 3 (pIII) is important
💡 “G3p = infection protein?”
Yes:
👉 Protein III:
- Recognizes F-pilus on bacteria
- Initiates infection
🧫 Host Requirement
💡 “E. coli with pilus?”
✔️ Yes:
- Needs F-pilus
- Without it → no infection
🔄 5. Phage Life Cycle
🧠 Key idea: Non-lytic system
💡 Lytic vs Non-lytic
| Type | What happens |
|---|---|
| Lytic | Bacteria bursts 💥 |
| Non-lytic (M13) | Virus exits without killing cell |
💡 “Why lytic mentioned?”
Just for comparison — M13 is non-lytic only
💡 “Non-lytic = assembled in membrane?”
Yes:
- Virus assembles while exiting
- It is extruded through membrane
- No accumulation inside cell
🧬 Steps:
- Recognition
- pIII binds F-pilus (always at the tip)
- Depolymerization
- Pilus shrinks → pulls phage to membrane
- DNA entry
- ssDNA enters cell
- Replication
- ssDNA → dsDNA (replicative form)
👉 💡 “dsDNA = replicative form?” ✔️ Yes
- Production
- New ssDNA generated
👉 💡 “ssDNA covered by pV?” ✔️ Yes (stabilization)
- Assembly + release
- Virus exits cell
🧬 6. Protein 8 (pVIII) Issues
💡 “M13 α-helix destroyed?”
Yes:
- p8 = single alpha helix
- Adding fusion protein: ❌ destabilizes structure
🧬 7. Protein 3 Structure
💡 “3 domains with glycine linkers?”
✔️ Correct:
- 3 domains
- Connected by flexible Gly-rich linkers
👉 Glycine = flexible → allows fusion protein attachment
📦 8. Vector Size
💡 “Smaller vector is better?”
Yes:
- Smaller DNA → easier to:
- transform into cells
- create large libraries
🔁 9. Phagemid System (Hybrid System)
💡 “Phagemid = plasmid + phage?”
✔️ Exactly:
Contains:
- M13 ori → phage replication
- ColE1 ori → plasmid replication
💡 Why needed?
To fix problems:
- Large genome ❌
- Poor infection ❌
- Avidity issues ❌
🔧 10. Helper Phage Rescue
💡 “Why 2 genomes?”
Inside bacteria:
- Phagemid (your fusion protein DNA)
- Helper phage (full phage genes)
💡 “2 types of pIII?”
✔️ Yes:
- From phagemid → fused protein
- From helper phage → normal protein
Result:
👉 Only 1 fusion pIII per phage → monovalent display
💡 Color confusion:
- Green = phagemid pIII (fusion)
- Brown = helper phage pIII
⚠️ 11. Why M13 Display is NOT good for PTMs
💡 “Not suitable for PTM?”
✔️ Correct:
- Bacteria cannot do:
- glycosylation
- many phosphorylations
👉 So protein is not “native”
🍞 12. Yeast Display System
💡 Key idea:
Display protein on yeast surface
💡 “Fusion protein on surface?”
Yes:
- Protein fused to Aga2
- Binds Aga1 in cell wall
👉 Covalent linkage
💡 “Wild-type yeast interaction?”
✔️ Aga1–Aga2 naturally interact
💡 “Yeast diffused by proteins?”
Not diffusion — it means: 👉 Yeast surface is covered with proteins
💡 Why yeast is better for PTMs?
✔️ Because yeast is eukaryotic
- Can perform:
- glycosylation
- folding similar to humans
💡 “Cell wall importance?”
- Anchors fusion proteins
- Enables display outside cell
🔬 13. FACS (Fluorescence Activated Cell Sorting)
💡 “How does it work?”
- Label protein with fluorescent tag
- Cells pass laser one-by-one
- Signal measured
- Cells sorted
💡 “Does it use droplets?”
✔️ Yes:
- Each cell in a droplet
- Charged and sorted
💡 “Excite fluorophore?”
Laser excites → emits light → detected
📊 14. Library Size Limits
| System | Library size |
|---|---|
| Yeast | 10⁶–10⁷ |
| Phage | 10¹⁰–10¹¹ |
| In vitro | up to 10¹⁴ |
💡 “Yeast limited?”
Yes → slower sorting (FACS bottleneck)
🦠 15. Bacterial Display
💡 “Same as yeast?”
Similar concept but:
| Feature | Bacteria | Yeast |
|---|---|---|
| PTM | ❌ | ✔️ |
| Size tolerance | limited | larger |
| folding | simpler | more complex |
💡 “Protein on membrane?”
✔️ Yes:
- Display via:
- outer membrane proteins
- lipoproteins
- appendages
🧠 Key Takeaways
- Selection requires genotype–phenotype link
- Phage display = virus-based selection
- Phagemid = optimized hybrid system
- Yeast display = better for PTMs
- FACS = key sorting technology
- Trade-offs:
- complexity vs biological relevance
🔬 16. Infection Details & Recognition
💡 “Recognition always happens at the end?”
✔️ Yes — experimentally observed.
- Protein III (pIII) binds the tip of the F-pilus
- Not along the side
👉 Why?
- The tip is the active interaction site
- Likely more accessible + correct conformation
💡 “Depolarization needed for phage life cycle?”
This is slightly off.
✔️ What actually happens:
- Depolymerization (not depolarization) of F-pilus
👉 Meaning:
- Pilus shrinks → pulls phage toward cell
❌ Not electrical depolarization ✔️ It is mechanical retraction
🧬 17. DNA Forms & Replication
💡 “dsDNA = replicated form?”
✔️ Yes:
- Incoming DNA = ssDNA
- Inside bacteria → converted to dsDNA (replicative form)
👉 This is:
- Transcribed
- Replicated
💡 “ssDNA coded by pV?”
✔️ Clarification:
- pV does NOT code ssDNA
- It binds and stabilizes ssDNA
👉 Prevents:
- degradation
- premature conversion to dsDNA
🧬 18. Protein Display Constraints
💡 “Alpha helix destroyed?”
✔️ Important nuance:
- pVIII = single α-helix
- Fusion protein adds bulk
👉 Consequence:
- disrupts helix packing
- destabilizes phage coat
💡 Why pIII is preferred:
- Larger
- Flexible domains
- Tolerates fusion proteins
🔗 19. Avidity vs Affinity (Critical Concept)
💡 Problem in phage display:
If multiple copies of protein bind:
👉 Avidity effect
- multiple weak interactions → strong total binding
❌ Problem:
- Masks true affinity differences
💡 Solution:
✔️ Phagemid system → monovalent display
👉 Only 1 fusion protein per phage → measures true affinity
🧬 20. Phagemid System Deep Explanation
💡 “M13 ori?”
- Origin for phage replication
- Enables ssDNA production
💡 “colE1?”
- Origin for plasmid replication
- Works inside bacteria
💡 Why both?
- Dual system:
- plasmid behavior inside cell
- phage behavior for display
🔄 21. Rescue Mechanism (Important)
💡 “Will go to bacteria…?”
Clarified workflow:
- Insert phagemid into bacteria
- Add helper phage
- Helper phage provides:
- structural proteins
- replication machinery
👉 Phage particles produced containing:
- your DNA
- your displayed protein
💡 “Why 2 types of genome?”
✔️ Needed because:
Phagemid alone: ❌ cannot form phage
Helper phage: ✔️ provides missing genes
💡 “2 types of pIII?”
✔️ Yes:
- Wild-type pIII → ensures infection works
- Fusion pIII → displays your protein
⚠️ 22. Limitations of Phage Display
💡 “Not suitable for PTM?”
✔️ Correct:
Bacteria cannot:
- glycosylate
- perform complex folding
👉 Result:
- protein may not behave naturally
🍞 23. Yeast Display — Deeper
💡 “Fusion protein on surface?”
✔️ Mechanism:
- Aga1 = anchored in wall
- Aga2 = binds Aga1
- Your protein fused to Aga2
👉 Result:
- protein displayed externally
💡 “Covalent interaction?”
✔️ Yes:
- Aga1–Aga2 linked via disulfide bond
💡 “Yeast diffused by proteins?”
Better interpretation:
👉 Yeast surface is densely coated with your protein
🧪 24. Why Yeast is Better for PTMs
✔️ Yeast:
- has ER + Golgi
- performs:
- glycosylation
- disulfide bonds
❌ Bacteria:
- lacks these systems
🔬 25. FACS — Detailed Mechanism
💡 “How sorting works?”
- Cells flow single-file
- Laser excites fluorophore
- Detector measures signal
- Droplet charged based on signal
- Electric field sorts droplets
💡 “Does it use droplets?”
✔️ Yes:
- each cell → one droplet
💡 “Excite fluorophore?”
✔️ Laser → excites electrons → emits light → detected
🧬 26. Yeast Library Limitation
💡 “Why limited?”
- Sorting speed is bottleneck
- Must analyze one cell at a time
👉 Therefore:
- max ~10⁶–10⁷ variants
🦠 27. Bacterial Display — Clarified
💡 “Protein on membrane?”
✔️ Yes:
Proteins fused to:
- outer membrane proteins
- transporters
- surface structures
💡 Differences vs yeast:
| Feature | Bacteria | Yeast |
|---|---|---|
| PTM | ❌ | ✔️ |
| Folding | simpler | more complex |
| Display density | lower | higher |
🧠 Final Conceptual Summary
Core principle across all systems:
👉 You must:
- Display protein
- Keep DNA attached
- Select based on function
- Recover DNA
Systems comparison (conceptual):
| System | Strength | Weakness |
|---|---|---|
| Phage | huge libraries | no PTM |
| Yeast | PTM + folding | smaller libraries |
| Bacteria | simple + fast | poor folding |
| In vitro | massive libraries | no cellular context |
🧬 1. Selection vs Screening (Core Concept You Didn’t Explicitly Ask)
🔍 Screening
- Test each variant individually
- Very slow and labor-intensive
⚡ Selection
- Only variants with desired function survive or get enriched
- Much faster
👉 Key idea: Selection filters automatically, screening tests manually
📊 2. Library Size & System Trade-offs
Different systems allow different library complexities:
| System | Max Library Size | Why |
|---|---|---|
| Cell-based (bacteria/yeast) | 10⁶–10⁷ | limited by transformation + growth |
| Phage display | 10¹⁰–10¹¹ | efficient infection |
| In vitro (ribosome/mRNA display) | 10¹³–10¹⁴ | no cells needed |
💡 Important insight:
👉 Removing cells = massive increase in diversity
🧪 3. In Vivo vs In Vitro Selection Systems
🧫 In vivo (cell-based)
- Occurs inside living cells
- Examples:
- bacteria
- yeast
- phage
✔️ Advantages:
- proper folding (sometimes)
- biological relevance
❌ Limitations:
- smaller libraries
🧪 In vitro (cell-free)
- occurs in test tube
✔️ Advantages:
- huge libraries
- no transformation limit
❌ Limitations:
- no cellular machinery
🧬 4. Droplet-Based Screening (Mentioned Briefly in File)
💡 Concept:
- Each cell is isolated in a microdroplet
- Acts like a tiny reaction chamber
Why useful:
- Allows high-throughput screening
- Maintains genotype–phenotype link
Compared to FACS:
- FACS → sorts cells
- Droplets → allow reactions per cell
🧬 5. Historical Breakthrough: Phage Display (George P. Smith)
Key contribution:
- First to physically link genotype and phenotype
👉 Inserted foreign DNA into phage coat protein
Result:
- Protein displayed outside
- DNA inside
Why revolutionary:
- Enabled evolution of proteins in the lab
🧱 6. Phage Structure & Protein Roles (Expanded View)
You saw the main ones, but here’s the full logic:
Structural proteins:
- p3 → infection
- p6 → structural end
- p7 + p9 → assembly initiation
- p8 → main coat
Functional proteins:
- replication proteins
- assembly proteins
- DNA processing proteins
👉 Total:
- ~10 genes → 11 proteins
🧬 7. Assembly of Phage (Important Mechanistic Detail)
Key concept:
Assembly is sequential and directional
Steps:
- DNA recognized at origin
- p7/p9 start assembly
- p8 coats DNA
- p3/p6 terminate assembly
👉 This ensures:
- correct orientation
- functional phage
🧪 8. Leader Sequence (Signal Peptide)
💡 What is it?
- Short sequence at N-terminus
- Directs protein to periplasm
Why needed?
👉 Fusion proteins must reach:
- membrane
- or periplasm
→ for incorporation into phage
🧬 9. Promoters & Expression Control
Phagemid contains:
- promoter
- ribosome binding site
Why important?
Controls:
- how much protein is produced
- timing of expression
👉 Too much expression: ❌ toxic ❌ misfolding
🧬 10. Transformation Efficiency
💡 Why vector size matters:
Large DNA:
- harder to enter cells
- reduces library diversity
Practical consequence:
👉 Smaller vectors = better libraries
🧬 11. Multivalent vs Monovalent Display
Multivalent:
- many copies per particle
✔️ stronger binding ❌ masks affinity differences
Monovalent:
- one copy per particle
✔️ accurate affinity measurement ❌ weaker signal
🧬 12. Avidity Effect (Expanded)
💡 What is it?
Multiple weak interactions combine → strong overall binding
Why problematic?
👉 Cannot distinguish:
- strong binder (true affinity)
- weak binder (many interactions)
🧬 13. Protein Size Constraints in Display
Observation:
- Small proteins easier to display
- Large proteins may:
- misfold
- block assembly
System differences:
| System | Size tolerance |
|---|---|
| Phage pVIII | very small only |
| Phage pIII | moderate |
| Yeast | large proteins |
| Bacteria | moderate |
🧬 14. Expression Localization (Periplasm vs Cytoplasm)
Why periplasm?
- oxidizing environment
- allows disulfide bonds
Importance:
Critical for:
- antibody fragments
- secreted proteins
🧬 15. Selection Workflow (Generalized)
Across all systems:
Step-by-step:
- Create library
- Express/display proteins
- Apply selection pressure
- Isolate binders
- Amplify DNA
- Repeat (iterative evolution)
👉 This is directed evolution
🧬 16. Fusion Protein Design Principles
Important constraints:
- must not disrupt:
- folding
- function
- display system
Use of linkers:
- flexible (Gly-Ser)
- prevent steric clashes
🧬 17. Why Selection Can Be Repeated (Enrichment)
Each round:
- enriches best binders
Result:
- exponential enrichment of good variants
🧬 18. Surface Density Differences
| System | Copies per cell |
|---|---|
| Phage (pIII) | ~1–5 |
| Phage (pVIII) | ~2700 |
| Yeast | 10⁴–10⁵ |
👉 Implication:
- high density → strong signal
- but increases avidity
🧬 19. Carrier Proteins in Bacterial Display
Different strategies:
- outer membrane proteins
- lipoproteins
- autotransporters
Purpose:
Anchor foreign protein to surface
🧠 Final Big Picture (Unifying Concept)
All systems solve the same problem:
👉 “How do we connect function to DNA so we can evolve proteins?”
Strategy:
| Step | Goal |
|---|---|
| Display | show protein |
| Link | keep DNA attached |
| Select | pick best |
| Amplify | copy DNA |
| Repeat | improve |
⚡ Most Important Insights to Remember
- Genotype–phenotype linkage is EVERYTHING
- Phage = high diversity, low biological realism
- Yeast = lower diversity, higher biological realism
- Avidity can mislead selection
- Vector size limits library quality
- PTMs determine system choice