Triplicate independent fermentations per induction condition (3 conditions: OD600 0.4, 0.6, 1.2 at induction), run on separate days with fresh inocula. Each fermentation sampled at 0, 1, 2, 3, 4, 6, 8 h post-induction. Two technical replicate assays per sample for OD, glucose, and GFP. Reactor randomization not applicable (single vessel) but condition order counterbalanced across days to control batch effects.
BSL-1 for non-pathogenic E. coli BL21(DE3). Wear lab coat, gloves, goggles. IPTG and kanamycin handled as irritants; sonication requires hearing protection and eye shielding. H2SO4 HPLC mobile phase is corrosive — prepare in a fume hood. Autoclave all biological waste before disposal; collect HPLC solvent waste in labeled containers. Sterilize the bioreactor and decontaminate spills with 70% ethanol or 10% bleach.
Positive control: parallel flask of a previously validated high-titer clone confirms reagent/induction performance. Negative control: BL21(DE3) with empty pET28a (no GFP) shows baseline autofluorescence and confirms titer signal is GFP-specific. Uninduced control: identical culture with no IPTG quantifies leaky expression. Medium blank: sterile medium incubated identically checks contamination and HPLC baseline.
Exponential growth with mu ~0.5-0.7 h^-1 pre-induction. Glucose depletes from 4 g/L to near zero by 6-8 h with modest acetate accumulation (<2 g/L). Soluble GFP titer of 80-250 mg/L; specific yield 30-80 mg/g DCW. Induction at OD 0.6 gives the highest soluble fraction; OD 1.2 shifts product toward inclusion bodies (lower soluble titer).
To run a controlled 1 L stirred-tank batch fermentation of E. coli BL21(DE3) carrying pET28a-GFP, characterizing the relationship between induction timing (OD600 at IPTG addition), specific growth rate, glucose uptake, and final soluble GFP titer (mg/L) and specific yield (mg GFP / g dry cell weight). The protocol yields a reproducible time-course for process optimization.
Independent: OD600 at induction (induction timing). Dependent: soluble GFP titer (mg/L), specific yield (mg/g DCW), specific growth rate mu, glucose uptake rate. Controlled: IPTG concentration (0.5 mM), post-induction temperature (30 C), pH 7.0, DO >30%, kanamycin 50 ug/mL, inoculum ratio 1:100, medium composition.
Inducing at mid-exponential phase (OD600 ~0.6) with 0.5 mM IPTG maximizes soluble GFP titer relative to early or late induction, because protein synthesis competes less with biomass formation and avoids inclusion-body formation seen at high induction temperatures. We predict soluble titer at 0.6 OD induction exceeds that at OD 1.2 by >25%.
Compute mu from ln(OD600) slope in exponential phase (linear regression). Convert glucose RI peak areas to g/L via external standard curve. Titer = fluorescence converted to mg/L using purified-GFP standard linear fit (R2>0.99). Specific yield = titer / DCW. Biomass yield Yx/s = DCW formed / glucose consumed. Analyze in Python/pandas or Excel; report time-courses with error bars.
Compare final soluble titer across induction conditions by one-way ANOVA (n=3 fermentations) with Tukey HSD; alpha=0.05. Specific growth rates compared by two-tailed t-test. Power: detecting a 25% titer difference (SD ~12% of mean) at 80% power, alpha=0.05 needs n=3 per group given the large effect. Report 95% CIs on titer and mu.