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The carbon sequence is oxaloacetate $(4)$ plus an acetyl group $(2)$ to citrate $(6)$, then isocitrate $(6)$, alpha-ketoglutarate $(5)$, succinyl-CoA $(4)$, succinate $(4)$, fumarate $(4)$, malate $(4)$ and back to oxaloacetate $(4)$. The numbers count the cycling carbon skeleton, excluding coenzyme A. Two carbon dioxide releases accompany the changes $6\to 5\to 4$.^[ref]

Per acetyl group: three NADH, one FADH2 equivalent, one GTP or ATP by substrate-level phosphorylation, and two carbon dioxide. Succinate dehydrogenase retains FADH2 and transfers its electrons to ubiquinone, forming ubiquinol. The FADH2 equivalent and ubiquinol count the same electron pair.^[ref]

A useful check adds the stepwise changes. The carbon count is $4+2-1-1=4$; the NADH count is $1+1+1=3$. Each NADH carries two electrons, and the succinate dehydrogenase route supplies another pair, so one turn exports $3\times 2+2=8$ electrons. This arithmetic is an accounting identity, not an ATP yield calculation. Converting it to ATP requires the separate energy coupling and transport assumptions discussed under oxidative phosphorylation.

For a chosen ideal conversion of $5\mu \mathrm{mol}$ of acetyl groups, multiplication gives $15\mu \mathrm{mol}$ of NADH, $5\mu \mathrm{mol}$ of ubiquinol, $5\mu \mathrm{mol}$ of GTP and $10\mu \mathrm{mol}$ of carbon dioxide. The electron output is $40\mu \mathrm{mol}$. If all these electrons subsequently reach oxygen with no competing sinks, four electrons per oxygen molecule require $10\mu \mathrm{mol}$ of oxygen. That is consumption by the connected electron transport chain; it is not an oxygen term in the cycle's own substrate ledger.

No cycle step directly consumes molecular oxygen. In ordinary aerobic mitochondrial operation, however, the mitochondrial respiratory chain must reoxidize NADH and ubiquinol to restore the oxidized electron carriers. Without that outlet, a finite oxidized-carrier pool cannot sustain continued turnover. Other electron acceptors and other forms of metabolism require their own analysis.^[ref]

The pyruvate dehydrogenase complex acts upstream: one three-carbon pyruvate gives one two-carbon acetyl group, one carbon dioxide and one NADH. These are additional to the cycle ledger.^[ref] Consequently, processing one pyruvate through both stages gives three carbon dioxide and four NADH, while the succinate dehydrogenase contribution and the substrate-level phosphorylation contribution each remain one. Counting the upstream step inside the cycle would obscure where the extra carbon dioxide and NADH arise.

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 $-3$, ADP $-3$, ATP $-4$, and pyruvate and lactate each $-1$; 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 $340\mathrm{nm}$ every five to ten seconds for one minute at $25{}^{\circ }\mathrm{C}$. Its Figure 2 presents $A_0-A_t$, 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 $0.5\mathrm{cm}$ for optical path length in Procedure B.2.i, but approximately $0.3\mathrm{cm}$ 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 $-d{A}_{340}/dt=0.024\mathrm{mi}{\mathrm{n}}^{-1}$, a calibrated path length $\ell =0.40\mathrm{cm}$ and a chosen calibration coefficient $\epsilon =6000\mathrm{L}\mathrm{mo}{\mathrm{l}}^{-1}\mathrm{c}{\mathrm{m}}^{-1}$. These are invented teaching inputs, not the protocol's measurements or its quoted coefficient. The Beer-Lambert law givesIn a stipulated $0.20\mathrm{mL}$ reaction volume, this is $2\mathrm{nmol}\mathrm{mi}{\mathrm{n}}^{-1}$ of NADH consumed and, conditionally, $2\mathrm{nmol}\mathrm{mi}{\mathrm{n}}^{-1}$ 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.

Glycolysis converts one glucose into two pyruvates, yielding two net ATP and reducing two NAD+ to two NADH in the canonical pathway. It first spends two ATP, then produces four by substrate-level phosphorylation. The pathway itself consumes no molecular oxygen; sustained operation nevertheless requires regeneration of NAD+.^[ref]

The useful organizing idea is three separate ledgers: carbon chemical atoms, transfers between ADP and ATP, and redox transfers between NAD+ and NADH. Splitting the carbon skeleton doubles the number of downstream conversions; recycling a cofactor permits repeated operation. These counts explain the yield without memorizing a drawing of every enzyme. The two net ATP belong to glycolysis alone, not to complete cellular respiration.

A mitochondrion-related organelle class associated with anaerobic metabolism and, in typical examples, hydrogen and ATP production. Substrate-level phosphorylation can supply energy without a conventional oxygen-terminated respiratory chain.^[ref]

Animal cells conserve part of the free energy from nutrient oxidation in ATP and electrochemical gradients, then couple their consumption to synthesis, transport and movement. The relevant quantity is the actual Gibbs free energy change,where $Q$ is the appropriate reaction quotient, $R$ the molar gas constant and $T$ the absolute temperature. A reaction with a positive free-energy change can proceed when physically coupled to one whose negative change makes the combined process favourable. Merely placing an exergonic reaction nearby does not accomplish coupling: an enzyme, shared intermediate or molecular machine must link the processes.

Oxidation of carbohydrates and fats supplies NADH and other reducing equivalents. In the mitochondrial electron transport chain, transfer towards oxygen releases free energy. Complexes I, III and IV couple electron transfer to proton translocation from the matrix to the intermembrane space; complex II transfers electrons without directly pumping protons. The inner mitochondrial membrane retains the resulting proton-motive force. For movement of one mole of protons from outside to inside, defineHere $F$ is the Faraday constant and $\psi$ is the electrical potential. Both the relatively negative matrix potential and its relatively alkaline pH favour inward movement. An inward driving voltage of magnitude $0.18\mathrm{V}$ corresponds to approximately $17.4\mathrm{kJ}\mathrm{mo}{\mathrm{l}}^{-1}$ per mole of protons. This is an illustrative calculation, not a universal mitochondrial measurement.

Proton movement through ATP synthase drives rotation and conformational changes that couple ADP and phosphate to ATP formation. Several protons are required per ATP, and transport of phosphate and adenine nucleotides adds energetic costs; there is no universal whole-number ATP yield for every animal cell. Reconstitution of a light-driven proton pump with ATP-synthesizing machinery in lipid vesicles showed that an independently generated gradient can support ATP formation. This experiment used an artificial mixture of components, providing a mechanistic test rather than a model of animal-cell photosynthesis.^[ref] In mitochondria, respiratory inhibitors, an ATP-synthase inhibitor and a protonophore give distinct predictions for oxygen consumption, ATP production and the gradient, helping distinguish electron transfer from coupling.

ATP then supplies a mobile chemical coupling intermediate. Transfer of a phosphate group can make an otherwise unfavourable biosynthetic step favourable through a common intermediate. sodium-potassium ATPase couples ATP hydrolysis to ion pumping; sodium-dependent cotransport uses the stored gradient for secondary active transport. Myosin couples its ATPase cycle to force and displacement on actin. Substrate-level phosphorylation also generates ATP directly during glycolysis and other reactions without an obligatory respiratory gradient. ATP hydrolysis is favourable because of the free-energy difference between the full reactant and product states under cellular conditions, not because breaking a bond alone releases energy.

Conversion is never perfectly efficient: heat is produced, proton leak can bypass ATP synthase, and controlled uncoupling can favour heat production. ATP concentration and the ATP/ADP/phosphate ratio reflect a maintained nonequilibrium state. Energy transduction is therefore a chain of coupled chemical, electrical, osmotic and mechanical changes, sustained by metabolism and constrained by thermodynamics.

The hydrogenosomes and mitosomes are specialized mitochondrion-related organelles found in various anaerobic or oxygen-limited eukaryotes. Typical hydrogenosomes support anaerobic ATP production, converting substrates such as pyruvate into products including acetate, carbon dioxide and molecular hydrogen. Substrate-level phosphorylation supplies ATP, while hydrogenase disposes of reducing equivalents as hydrogen; oxygen is not the terminal acceptor of a conventional respiratory chain in this pathway.^[ref]

The mitosomes retain selected essential metabolic functions but do not generate ATP by oxidative phosphorylation. In Giardia, their role includes iron-sulfur cluster assembly and protein maturation, demonstrated using organelle markers and biochemical reconstitution.^[ref] Their functions are lineage-dependent: Entamoeba histolytica mitosomes compartmentalize a sulfate activation pathway.^[ref] Thus neither organelle class should be described simply as a nonfunctional mitochondrion.

A major source of ATP is chemiosmosis: an electron transport chain uses downhill electron transfer to establish a proton-motive force, and ATP synthase converts that electrochemical gradient into ATP formation. In aerobic oxidative phosphorylation, reduced carriers supply electrons, ultimately reducing oxygen to water; selected respiratory complexes couple the favorable oxidation-reduction reaction to uphill proton translocation. In a mitochondrion, this takes place across the inner membrane, creating a relatively positive, acidic exterior side and a relatively negative, alkaline matrix. Bacteria use their cell membrane. In photosynthetic systems, light-driven electron transfer can supply the gradient instead. Substrate-level phosphorylation is another ATP-producing route, so the description is not universal to every organism and condition.

The membrane $F_O$ region of ATP synthase contains a rotating ring of c-subunits next to subunit a. Two offset aqueous half-channels expose the ring's proton-binding sites to opposite membrane sides. Proton binding and release bias ring rotation down the electrochemical gradient. The central shaft transfers torque to the $F_1$ catalytic head, while a peripheral stator prevents the head from simply co-rotating. This is the ATP synthase rotary mechanism, rather than unrestricted proton leakage through a pore.

The three catalytic beta subunits cycle through different binding states as the shaft turns: ADP and inorganic phosphate bind, bound ATP is favored, then ATP is released. The binding-change mechanism uses mechanical work to alter binding affinities and product release as well as the chemical step. A full coupled revolution produces three ATP molecules; a ring with $n_c$ c-subunits transfers approximately $n_c$ protons per revolution in the tightly coupled model, or $n_c/3$ per ATP.^[ref][ref]

The overall cycle must have a favorable Gibbs free energy change. If the proton-motive force becomes too small, synthesis stops; under suitable conditions the same molecular motor can reverse, using ATP hydrolysis to pump protons uphill. A catalyst changes kinetics, not the thermodynamic condition for synthesis.

Cells store usable free energy in chemical disequilibria: reduced carbon compounds, redox carriers such as NADH, ATP relative to ADP and inorganic phosphate, ion concentration gradients and membrane voltage. These reservoirs are maintained away from equilibrium; the useful quantity is the chemical or electrochemical potential difference, not simply a bond's isolated energy. Some ATP-consuming reactions can be driven because a coupled overall reaction decreases Gibbs free energy, even when the uncoupled synthesis would not.

Oxidation of nutrients transfers reducing equivalents to electron carriers and then to an electron-transport chain. Coupled proton pumping converts part of the redox free-energy drop into a protonmotive force. ATP synthase can convert that force into ATP chemical potential, and ATP hydrolysis drives biosynthesis, transport and mechanical motion. Substrate-level phosphorylation is another ATP source; photosynthetic cells can initially supply the disequilibrium with absorbed light. These are flows with unavoidable dissipation and heat release, not independent energy-creation processes. A reservoir is depleted unless metabolism replenishes it.

Glycolysis converts glucose into two pyruvate molecules, with a net two ATP and reduced NADH; it does not directly consume molecular oxygen. Pyruvate processing and the citric acid cycle, also called the TCA cycle, release carbon dioxide and supply reduced carriers. Thus releasing carbon dioxide and consuming molecular oxygen occur at different stages.^[ref]

An electron transport chain reoxidizes carriers such as NADH. Coupling some of its redox steps to proton transport establishes an electrochemical gradient; ATP synthase can use that gradient to form ATP from adenosine diphosphate and inorganic phosphate. This is oxidative phosphorylation. A separate route, substrate-level phosphorylation, transfers a phosphate group from a reacting substrate to adenosine diphosphate. In typical eukaryotic biological cells, the respiratory chain occupies the inner membrane of a mitochondrion.^[ref]

The useful achievement is controlled transfer: fuel oxidation can replenish an ATP supply that supports active transport and synthesis. ATP is a reusable chemical carrier, not newly created energy; ATP hydrolysis and the coupled cellular process have their own net free energy balance. Some fuel energy is dissipated as heat.^[ref]

There is no universal yield of $36$ or $38$ ATP per glucose. Actual ATP recovery depends on carrier transfer routes, coupling and diversion of intermediates to other metabolism. In particular, an oxygen uptake rate cannot be converted into an ATP production rate by assuming one fixed multiplier.^[ref]

Substrate-level phosphorylation forms ATP by enzyme-catalyzed transfer of a phosphate group from a phosphorylated substrate to ADP. In canonical glycolysis, two such transfers occur for each three-carbon route, giving four gross ATP per glucose. Unlike oxidative phosphorylation, these transfers do not require an electron transport chain.^[ref]

The pyruvate kinase example under Coupled-enzyme readout of glycolytic ATP formation separates the material transfer from its detection. A favourable coupled chemical reaction supplies the driving change in Gibbs free energy; the enzyme supplies a catalytic route. Counting ATP-forming transfers gives a gross yield, while subtracting upstream ATP use gives the net yield.