Skip to content
ProtocolProtocol
← Your pathLevel 1 · Beginner

Scaling up and scaling down

Lesson 5 of 6 · Methods at the bench

1 · Learn the move · Recipe pattern

Volumes scale linearly; physics does not. Doubling a reaction doubles the reagents, but a tenfold scale-up changes mixing time, heat transfer, surface-to-volume ratio, gas exchange, and what your centrifuge can even hold - and a tenfold scale-down turns pipetting error from noise into signal. The recipe: recompute every step's quantities showing the arithmetic, then mark each step LINEAR or NONLINEAR, where NONLINEAR means the straight multiplication is an assumption, not a fact, with a note on what actually governs it. Pilot at an intermediate scale before committing material. And scale changes your hazard picture - ten times the solvent is not the same conversation with EHS as the bench-scale version, so the EHS check reruns at the new scale before the first run.

Scale this protocol from [current scale] to [target scale]: [paste]. For every step: recompute quantities, show the arithmetic, and mark LINEAR or NONLINEAR. For each NONLINEAR step, state what actually governs it and what to watch in a pilot. Flag every vessel, rotor or instrument limit the new scale hits. List hazard-relevant changes (solvent volumes, exotherm potential) as questions for EHS - do not clear them yourself. Recommend an intermediate pilot scale.

2 · Your turn. You write the prompt

Your 50 mL bacterial expression culture needs to become 1 L to feed a structural biology collaboration. Same construct, same media, same induction - twenty times the volume. The last person who scaled a culture in this lab lost two weeks to an aeration problem nobody had flagged.

Remember: the AI sees only your prompt, not this page. If the situation isn't in your prompt, it doesn't exist.

Optional. These shape the output when you run your prompt below, not your score.