Skills Beta

Prediction plus mechanism

4 min read · freeNot practiced

Half an answer is half the points

"Predict the effect of… and justify your prediction" appears on nearly every exam. The usual half-credit answer gets the direction right ("ATP goes down") and stops. The other half-credit answer explains a mechanism but never says what would actually be measured. A full prediction with mechanism starts at the disruption, walks through each cause and effect, and ends at a measurable variable.

Worked example: cyanide and the electron transport chain

A chain of boxes tracing a poison through a mitochondrion. Cyanide blocks the last electron carrier, so electrons cannot pass to oxygen; the chain stops pumping protons; the proton gradient runs down; ATP synthase makes little ATP; the measurable prediction is that oxygen use falls and ATP falls. A side branch shows NADH building up, so the cell relies on glycolysis and fermentation, and lactate rises.
Figure 1. Tracing a perturbation from the blocked protein to measurable results. LevlPrep original diagram.

Setup: cyanide binds the last protein of the mitochondrial electron transport chain and stops it passing electrons to O₂. Muscle cells (which can also ferment) are treated with it.

  1. Disruption: electrons can no longer be passed to O₂, so O₂ use falls.
  2. Next step: electrons back up along the chain, so it stops pumping H⁺ into the intermembrane space.
  3. Next step: H⁺ keeps flowing back through ATP synthase, so the gradient runs down.
  4. Measurable result: ATP made by ATP synthase falls sharply.
  5. Side branch: NADH cannot hand its electrons to the chain, so NAD⁺ runs short and the Krebs cycle stalls. Glycolysis can continue only if NAD⁺ is regenerated, so fermentation increases and the cells release more lactate.

Written answer: "ATP production will fall and lactate release will rise. Cyanide stops electrons passing to O₂, so the chain stops pumping H⁺; the H⁺ gradient that drives ATP synthase runs down, so less ATP is made. NADH cannot be oxidized by the chain, so cells regenerate NAD⁺ by fermentation, producing lactate."

The three parts graders look for

What a full prediction contains
PartExampleMissing it looks like
DirectionATP falls; lactate rises; mitochondria number unchanged"ATP is affected."
MechanismNo electron transfer → no pumping → gradient runs down → ATP synthase slows"ATP falls because of cyanide."
Measurable variableATP concentration, O₂ used per minute, lactate released"The cell is damaged."

A common wrong mechanism: "cells cannot get oxygen." Oxygen still reaches them; cyanide stops it being used. Getting the mechanism right is where the point is earned.

Predicting from a model

In the light reactions, photosystem II passes electrons down a chain to photosystem I and NADP⁺, and refills its electrons by splitting water, which releases O₂. The herbicide DCMU binds a protein just after photosystem II and stops electrons moving on. In one experiment, O₂ release from leaf disks rose steadily in the control (0.18 µmol per disk per minute) but flattened within minutes of adding DCMU.

  • O₂ release: down. Electrons cannot leave photosystem II, so it cannot take new ones from water.
  • NADPH: down. No electrons reach NADP⁺.
  • CO₂ fixed by the Calvin cycle: down. It needs the ATP and NADPH the light reactions make.
  • Light reaching the leaf: no change. DCMU does not touch the lamp.

Now a twist: a compound that takes electrons directly from photosystem II, before the block. Trace the model: electrons get a new exit upstream of DCMU, so photosystem II works again and O₂ release resumes, but NADPH stays low because nothing carries electrons past the block. Predictions like this come from following the arrows of the diagram you are given, one at a time.

"No change" is a prediction too

Good predictions say which variables do not change, and why. An uncoupler lets H⁺ leak back across the inner membrane without passing through ATP synthase: ATP falls, heat rises, O₂ use rises (nothing holds back the chain), and the number of chain proteins does not change. Exam prediction grids often include a variable that stays the same to check that you are reasoning rather than guessing "everything goes down".

Proposing the next experiment

A prediction raises a question an experiment can answer. Cells given a drug use less O₂; does the drug block the chain, or slow glycolysis upstream? A next experiment isolates the part in question: give the drug to isolated mitochondria supplied directly with pyruvate. Glycolysis is not present, so if O₂ use still falls, the drug acts inside the mitochondrion. Good follow-up experiments test the mechanism, not just the size of the effect; a higher dose shows a bigger effect but not where the drug acts.

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