The final substrate-level phosphorylation in glycolysis provides a useful experimental handle: pyruvate kinase transfers a phosphate group from phosphoenolpyruvate to ADP, producing pyruvate and ATP. Adding lactate dehydrogenase couples each pyruvate formed to consumption of one NADH:
These equations select free ionic forms consistently: phosphoenolpyruvate has charge , ADP , ATP , and pyruvate and lactate each ; NAD+ has one more positive charge than NADH. Each line conserves charge. Cancelling pyruvate gives one NADH consumed per ATP formed in this coupled system. A whole-pathway NADH measurement has a different meaning, because the earlier glycolysis redox step produces NADH.
The published An Optimized Enzyme-Coupled Spectrophotometric Method for Measuring Pyruvate Kinase Kinetics reports recombinant pyruvate kinase prepared in Escherichia coli, purified by chromatography and size-exclusion chromatography. UV-transparent microplate wells contained ADP, phosphoenolpyruvate, NADH, lactate dehydrogenase and a buffer solution with magnesium ions. An Epoch plate reader used spectrophotometry to follow absorbance at every five to ten seconds for one minute at . Its Figure 2 presents , increasing as NADH is consumed. Heat-inactivated pyruvate kinase gave minimal background; a validated active preparation was the positive control. These comparisons support an enzyme-dependent readout in the prepared system, rather than a whole-biological cell glycolysis measurement.[ref]
The same report uses for optical path length in Procedure B.2.i, but approximately in Data analysis §3. An absolute conversion requires the actual path length and sufficient coupling enzyme activity; no measured ATP rate is inferred here.[ref]
For an original dimensional example, stipulate a blank-corrected absorbance decline , a calibrated path length and a chosen calibration coefficient . These are invented teaching inputs, not the protocol's measurements or its quoted coefficient. The Beer-Lambert law gives
In a stipulated reaction volume, this is of NADH consumed and, conditionally, of ATP formed. The conditional inference requires rapid pyruvate consumption by the coupling enzyme, no other NADH-consuming chemical reactions, and a linear, correctly calibrated optical response. The readout measures this last glycolysis step; it cannot establish the full two-net-ATP-per-glucose balance by itself.

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