Week 11 Lab: Cloud Lab

Part B — Cell-Free Protein Synthesis

B1. Role of each reagent (20 h NMP-Ribose-Glucose mix)

ComponentRole in the reaction
BL21 (DE3) Star lysateSource of ribosomes, tRNAs, aminoacyl-tRNA synthetases, and other translation machinery. (DE3) carries T7 RNAP for transcription; Star = reduced RNase E -> mRNA more stable.
Potassium glutamateDominant monovalent cation, mimics cytoplasmic ionic environment, stabilizes ribosome conformation. Glutamate (vs Cl-) doesn’t inhibit translation.
HEPES-KOH pH 7.5Zwitterionic buffer holds pH near physiological — keeps T7 RNAP and ribosomes active.
Magnesium glutamateMg 2+ cofactor for ribosome assembly, T7 RNAP, and aminoacyl-tRNA synthetases. Concentration is highly tunable — too low halts translation, too high promotes misincorporation.
K-phosphate mono/dibasicSecondary pH buffer + phosphate pool for nucleotide kinase reactions (NMP -> NDP -> NTP).
RiboseFeeds the salvage pathway: ribokinase -> ribose-5-P -> PRPP, which combines with free bases to form NMPs. Also a slow-burning energy substrate.
GlucoseCarbon source for glycolysis -> continuous ATP regeneration (sustained energy, unlike PEP which burns fast).
AMP / CMP / UMPNMP precursors. Cellular kinases phosphorylate them to NTPs in situ -> slower ramp than feeding NTPs, but cheaper and less product-inhibition.
GMP (0 mM here)Omitted in the 20 h mix; GTP is generated via the Guanine salvage path instead (see bonus).
GuanineSubstrate for HGPRT: Guanine + PRPP -> GMP + PPi. Cheaper than buying GMP directly.
17 amino acid mixBulk substrate pool for translation (all proteinogenic AAs except Tyr and Cys, which need special handling).
Tyrosine (pH 12)Added separately — Tyr has very low solubility at neutral pH and must be kept in alkaline solution until dilution.
CysteineAdded separately — readily oxidizes to cystine (forms disulfides). Kept in its own tube to avoid inactivation before reaction start.
NicotinamideNAD+ precursor + inhibitor of NAD-degrading enzymes (NADases) in the lysate -> preserves the redox cofactor pool over the long incubation.
Nuclease-free waterBackfill to final volume; nuclease-free to protect the DNA template and mRNA.

B2. PEP-NTP (1 h) vs NMP-Ribose-Glucose (20 h)

The PEP-NTP mix feeds the reaction with finished NTPs and uses phosphoenolpyruvate as a high-energy ATP regenerator — fast, intense protein synthesis, but PEP is depleted within ~1 hour and the system burns out. The NMP-Ribose-Glucose mix instead supplies precursors (NMPs + ribose for PRPP, glucose for glycolytic ATP) and lets the lysate’s own kinases and salvage enzymes assemble NTPs on demand, giving a slower but sustained ramp that lasts 20+ hours. Cost-per-reaction is also much lower because cheap precursors replace expensive NTPs and PEP.

B3. How can transcription occur without GMP if Guanine is present?

E. coli’s purine salvage pathway rebuilds GMP from free Guanine. Specifically:

Ribose -> (ribokinase) -> Ribose-5-P -> (PRPP synthetase) -> PRPP
Guanine + PRPP -> (HGPRT) -> GMP + PPi
GMP -> (GMP kinase) -> GDP -> (NDP kinase) -> GTP

So as long as ribose is supplied (to make PRPP) and HGPRT is active in the lysate, free Guanine gets converted to GTP at a rate that supports transcription. This is the same logic the cell uses to recycle purines released from RNA turnover — Ginkgo / OpenAI’s paper exploited it to cut reagent cost.


Part C — Planning the Global Experiment

C1. Biophysical / functional property of each FP that matters for cell-free expression

a. sfGFP (superfolder GFP) — Engineered for robust, fast folding (~13 min maturation) even when fused to aggregation-prone partners. Chromophore (Ser-Tyr-Gly cyclization -> dehydration -> oxidation) requires O2, but maturation is fast enough that O2 rarely limits it in 20 uL wells.

b. mRFP1 — Classic monomeric DsRed-derivative. Slow maturation (~1 h) through a GFP-like green intermediate before red, O2-dependent, and acid-sensitive (pKa ~4.5). Maturation kinetics, not synthesis rate, dominate readout over a 36 h incubation.

c. mKO2 — From Fungia concinna. Acid-stable (pKa ~5.5, lower than most FPs) -> fluorescence is preserved as glycolysis acidifies the well over long incubations. Maturation is fast (~7 min). Bright per molecule.

d. mTurquoise2 — Engineered CFP variant with exceptional quantum yield (~0.93) and long fluorescence lifetime -> very bright per folded molecule. Folding is reliable, but it shares the standard O2 dependence and emits in cyan, requiring the right filter set.

e. mScarlet-I — De novo designed monomeric RFP, “I” = improved maturation (~36 min, vs ~3 h for parent mScarlet). Among the brightest monomeric reds. Acid-sensitive (pKa ~5.4) and O2-dependent — maturation rate is the key bottleneck and matches the 36 h incubation window well.

f. Electra2 — Engineered FP designed for improved photostability / brightness. As with most FPs, chromophore maturation is O2-dependent and folding efficiency at 37 C will set how much of the synthesized protein actually fluoresces; if it’s a slower-folding variant, longer incubation favors it.

C2. Hypothesis

Protein: mScarlet-I (red). Reagent change: Increase Mg 2+ glutamate from 7 mM to ~10 mM AND extend incubation in mild orbital shaking instead of static. Expected effect:

  1. Moderately higher Mg 2+ improves T7 RNAP processivity and ribosome activity -> more mScarlet-I polypeptide synthesized within the first 6 h.
  2. Gentle shaking keeps dissolved O2 saturated in the 20 uL droplet, accelerating mScarlet-I’s O2-dependent chromophore oxidation -> more of the synthesized polypeptide reaches the fluorescent state by 36 h.
  3. Net: higher endpoint fluorescence at 36 h vs the control mix.

Risks: Too much Mg 2+ causes misincorporation and aggregation; shaking can foam the lysate. Sweep Mg 2+ in 1 mM increments around 10 mM to find the optimum.

C3. Phase 2 — assigned wells & master mix recipe

Wait for assignment email (by 4/24). Once received, fill in:

  • Assigned well(s): [e.g., row C col 7, mScarlet-I template]
  • Custom 2 uL supplement composition (final concentrations after 1:10 dilution into the 20 uL reaction):
    • [reagent 1: target conc]
    • [reagent 2: target conc]
    • [backfill: nuclease-free water]

Reaction recipe per well (20 uL total):

ComponentVolume
BL21 (DE3) Star lysate6 uL
2x Optimized Master Mix10 uL
Assigned FP DNA template2 uL
My custom reagent supplement2 uL