Table 1.
Process parameter | RNA sequence integrity | RNA sequence identity | RNA yield | Sourceb | Classification |
---|---|---|---|---|---|
Temperature | −2 | −1 | ±3 | Data, Expert51 | CPP |
Pressure | ±1 | ±1 | ±1 | Expert | PP |
Mixing | ±1 | ±1 | ±1 | Expert | PP |
Reactor dimensions | 0 | 0 | 0 | Expert | PP |
Reaction time | ±2 | 0 | 3 | Data, Expert | CPP |
pH in transcription reactor | ±2 | ±2 | ±3 | Data, Expert52,53 | CPP |
DNA template sequence | −2 | −3 | 0 | Expert | CPP |
DNA template concentration | 0 | 0 | +2 | Data, Expert | CPP |
T7RNAP concentration | ±1 | ±1 | +3 | Data, Expert | CPP |
5’ cap analogue concentration | 0 | ±3 | 0 | Data, Expert | CPP |
Total Mg concentration | 0 | ±2 | ±3 | Data, Expert44 | CPP |
DTT concentration | ±2 | ±2 | ±1 | Data, Expert45 | CPP |
Spermidine concentration | ±2 | ±2 | ±3 | Data, Expert46 | CPP |
GTP concentration | +1 | ±3 | ±3 | Data, Expert | CPP |
Total NTP concentration | +2 | ±2 | ±3 | Data, Expert | CPP |
Ratio of NTPs | +1 | ±3 | ±3 | Expert | CPP |
The PP-CQA relationship is characterised by an impact magnitude rating, a sign indicating directionality and shape of the CQA = f (PP) plot. The magnitude of the impact was rated from 0 (low) to 3 (high), and PPs rated with 2 or 3 were considered critical, thus critical process parameters (CPPs). The direction and type of CPP-CQA relationship were characterised either by a positive slope labelled with plus “+”, a negative slope labelled with a minus “−”, or a peak behaviour whereby the CQA increases with increasing the PP reaches a peak and then decreases, labelled with plus-minus “±”.
aThe CQAs of “Bacterial endotoxins”, “Bioburden”, 5’ capping efficiency and “Post-filtration pH” from Supplementary Table 1 were not included in this table because these can be assumed to be well-controlled in a GMP bioproduction process.
bThe ratings provided in the “RNA sequence integrity”, “RNA sequence identity” and “RNA Yield” columns were based on experimental data (Data), information from the literature (where applicable reference is included and are listed in the main article bibliography) and expert knowledge (Expert).