Week 10 HW: Advanced imaging & measurement technology

HTGAA 2026 — Week 10 Homework

Advanced imaging & measurement technology

Component Functions

E. coli Lysate

BL21 (DE3) Star Lysate (T7 RNA Polymerase-expressing)
Provides the endogenous transcription–translation machinery, including ribosomes, tRNAs, and metabolic enzymes. T7 RNA polymerase enables high-efficiency transcription from T7 promoters.

Salts and Buffer System

  • Potassium Glutamate
    Try to maintains intracellular-like ionic conditions and stabilizes ribosomal complexes.

  • HEPES-KOH (pH 7.5)
    These buffers work on the system to maintain optimal enzymatic activity.

  • Magnesium Glutamate
    Critical cofactor for ribosome assembly and ATP-dependent processes; directly influences translation efficiency.

  • Potassium Phosphate (Monobasic / Dibasic)
    Provides buffering and supplies phosphate for metabolic and nucleotide regeneration processes.


Energy and Nucleotide System

  • Ribose
    Precursor for nucleotide biosynthesis via salvage pathways.

  • Glucose
    Supports ATP regeneration through glycolysis.

  • AMP, CMP, GMP, UMP
    Nucleotide precursors that are phosphorylated into NTPs for transcription.

  • Guanine
    Salvageable base converted into GMP/GTP to sustain transcription.


Translation Substrate System

  • 17 Amino Acid Mix
    Supplies most amino acids required for translation.

  • Tyrosine
    Supplemented separately due to solubility constraints.

  • Cysteine
    Added independently due to oxidation sensitivity; critical for folding.


Additives

  • Nicotinamide
    Enhances NAD⁺ regeneration and supports metabolic activity.

Backfill

  • Nuclease-Free Water
    Adjusts reaction volume while preserving nucleic acid integrity.

System Comparison

1-Hour PEP-NTP System

  • Rapid protein expression
  • High initial yield
  • Limited by substrate depletion and inhibitory byproducts

20-Hour NMP-Ribose-Glucose System

  • Slower expression rate
  • Sustained metabolic regeneration
  • Improved stability and long-term output

Nucleotide Salvage Mechanism

Even without exogenous GMP, transcription proceeds via salvage pathways:

  • Guanine → GMP → GTP
    This maintains the nucleotide pool required for RNA synthesis.

Fluorescent Protein Considerations

ProteinKey PropertyImpact on CFPS
sfGFPFast foldingEarly fluorescence readout
mRFP1Slow maturationDelayed fluorescence
mKO2pH sensitivityPerformance depends on environment
mTurquoise2High quantum yieldRequires efficient folding
mScarlet-IHigh brightnessImproved but slower maturation
Electra2Engineered variantDependent on folding and oxygen

Design Hypothesis (36-Hour Optimization)

Target Protein: mRFP1

Strategy:

  • Increase glucose and ribose concentrations
  • Optimize Mg²⁺ levels

We enhanced energy regeneration and ribosome stability will support prolonged translation and improved folding, increasing fluorescence output over extended incubation.


Applications

We can use all of these to the cell-free synthetic biology and a rapid prototyping of genetic circuits specially focus on a low-cost diagnostic platforms (for low-income countries) and for the fluorescent protein screening and optimization