A working reference on what lactate does in the body, what actually produces the acidity and the soreness, and how much a threshold number is worth to someone training around a job.
Two claims travel together and both are wrong. The first says lactic acid piles up in a working muscle and makes it burn. The second says the same substance is still lying around two days later, which is why you ache. Neither survives contact with the measurements, and the second one collapses on timing alone.
What follows is the long version, with the evidence, the limits of that evidence, and every source listed in full at the end. A shorter and more personal telling of the same argument runs on Substack.
Key points
Lactate is produced continuously, at rest, with oxygen freely available. Its presence is not a sign that oxygen ran out.
The protons that acidify a muscle come from spending ATP. The reaction producing lactate consumes a proton, making lactate formation mildly alkalising.
Delayed soreness follows eccentric loading. Blood lactate is back at resting values within the hour, well before the ache arrives.
Heart, slow muscle fibres and brain all take lactate up and oxidise it. During hard cycling it covered 27 percent of measured brain energy use.
A lactate threshold reports a balance between production and clearance, and the literature holds twenty-five competing definitions of where it sits.
Drinking lactate, which one team did at the 2026 Tour de France, has a coherent rationale and thin supporting evidence.
This is an educational and strategic perspective, not personal medical advice.
The views are the author's own and not statements by Atlas Cove Lda.
The short answer: what makes a muscle burn
Hard work makes muscle acidic. That much is real, measurable and undisputed. The question is what supplies the acidity, and the phrase "lactic acid" answers it by welding two separate things into a single word.
Protons acidify a cell. During intense effort they arrive overwhelmingly through ATP hydrolysis: each time a cell splits ATP to release energy a proton enters the cytoplasm, and intense work has cells regenerating and spending ATP outside the mitochondria at enormous rates. Lactate arrives by a different route. Converting pyruvate into lactate removes a proton from solution, which nudges the cell in the alkaline direction (Robergs et al., 2004).
Both things hold simultaneously, which explains the durability of the shorthand. The overall process releases protons. The specific reaction people blame absorbs one.
Lactate is not the proton donor. It accumulates alongside acidity because both climb when carbohydrate is broken down quickly, and a correlation of that kind is precisely the trap the original naming fell into.
Where the argument is still live, and what both sides concede
This correction gets overstated nearly every time it is repeated, so precision about the remaining dispute is worth some space.
Böning and Maassen have defended in print the position that "lactic acid" survives as a fair net description, on the grounds that one lactate ion and approximately one proton emerge from a single overall process, and that a system producing both cannot be distinguished chemically from one where lactic acid was added from outside (Böning and Maassen, 2008). Vinnakota and Kushmerick argued separately for one-to-one stoichiometry.
Read the disagreement closely and it narrows considerably. Both camps agree on mechanism. Böning and Maassen state plainly that the proton is liberated only when newly synthesised ATP is consumed, which is the same claim Robergs makes. Robergs has since revised his own arithmetic upward, and now describes glycolysis as net proton-releasing regardless of lactate, with the lactate step consuming one proton rather than two.
What remains contested is the accounting, not the chemistry. No one publishing in this field argues that lactate is the agent burning your legs. That claim has no defenders left, and it is still the version most people were taught in school.
Why the soreness two days later is a separate question
The ache arriving a day or two after unfamiliar work has a different cause, and the clock rules lactate out before any biochemistry is required. Blood lactate returns to resting concentrations within roughly an hour of stopping. At that point the soreness has not begun.
The cleanest experiment is decades old. Schwane and colleagues compared downhill running against level running, and the two dissociated completely: level running raised blood lactate substantially while producing almost no soreness, and downhill running produced pronounced delayed soreness in runners whose lactate never climbed at all (Schwane et al., 1983).
One honest limitation belongs here. The conditions were not matched for intensity, the downhill work being performed at a lower percentage of maximal oxygen uptake, so this dissociates the two variables rather than formally disproving a link. It is still a clean one, because soreness appeared exactly where lactate did not.
Downhill work contributes eccentric loading instead, muscle generating tension as it is forcibly lengthened, and that pattern is the origin of both the mechanical disruption and the repair response. The same mechanism is why progressive loading carries the strongest injury-prevention evidence, an argument set out in what mobility work is actually for.
What lactate is actually doing
The old model had a trigger, which is part of why it held for so long: muscle runs cleanly until oxygen demand outstrips supply, an emergency pathway opens, and lactate appears as the exhaust.
Measurement does not support that account. Lactate is formed and consumed continuously across a wide range of cell types under fully aerobic conditions, with no shortage of oxygen and nothing failing anywhere (Brooks, 2018). Roughly one millimole per litre circulates at rest, and that resting concentration is a steady state, the balance point of a system producing and disposing of lactate at all times.
The mechanism is unremarkable. Glycolysis yields pyruvate, and lactate dehydrogenase, the enzyme converting pyruvate to lactate, is fast and operates close to equilibrium. Lactate therefore appears whenever glucose is processed rapidly, whatever the oxygen situation. A rising value reports the rate of carbohydrate flux. It does not report an oxygen failure.
The shuttle: cells that export, cells that import
Lactate becomes an economy rather than a by-product because it crosses membranes, and it does so through the monocarboxylate transporters. Two of them carry most of the traffic. MCT4 binds lactate with low affinity and moves it at high throughput, suiting a fast glycolytic fibre generating more than it can oxidise. MCT1 concentrates in oxidative tissue such as type I fibres and heart muscle, which pull lactate inward and oxidise it.
These transporters run in both directions. Direction is set by the concentration gradient rather than by any fixed role, so a single muscle can be a net exporter one minute and a net importer the next (Brooks, 2018).
During exercise the result is continuous exchange. Fast fibres release lactate, adjacent slow fibres absorb and oxidise it, cardiac muscle consumes it in preference to glucose, and the liver reconstitutes a portion as glucose. Between three quarters and four fifths of everything produced is disposed of locally rather than accumulating.
The brain runs on it too
This is the finding people find hardest to accept, and it was measured directly rather than inferred. Six healthy participants received an infusion of isotopically labelled lactate, and van Hall and colleagues followed the label. Most returned as labelled carbon dioxide, the signature of oxidation.
Lactate accounted for about 8 percent of cerebral energy expenditure at rest, 19 percent with blood lactate elevated by infusion, and 27 percent during cycling at three quarters of maximal oxygen uptake (van Hall et al., 2009).
Two limits belong with those figures. The sample was six people, small even for a tracer study. The elevation came from intravenous infusion rather than exercise, and the resting figure in particular describes gross uptake measured with a tracer rather than net consumption, because at ordinary resting concentrations the brain releases marginally more lactate than it absorbs. The direction of the finding is not in question. The precision of the percentages is.
Lactate as a signal, and how far that evidence reaches
Beyond fuel, lactate appears to carry information. Hashimoto and colleagues exposed cultured muscle cells to lactate and recorded altered expression across six hundred and seventy-three genes, the transporter MCT1 rising within an hour and cytochrome c oxidase within six, with the response converging on the machinery of mitochondrial biogenesis (Hashimoto et al., 2007).
This one needs its limits stated alongside it, because results of this shape get quoted well beyond what they support:
The work used cultured rat L6 muscle cells. No humans were involved.
Concentrations were ten and twenty millimoles per litre. Twenty sits at or above anything a person reaches in blood.
Sodium lactate was added to a high-glucose medium, so the cells encountered lactate without the acidity, substrate competition or hormonal context of real exercise.
No exercise featured in the experiment at all, which is the context the finding is usually applied to.
It makes a hypothesis plausible without establishing it: that part of what hard training buys arrives through lactate acting as a message rather than only as fuel. That would place the product of hard work inside the mechanism by which a body decides to get better at hard work. In humans it remains unproven.
What a lactate threshold test measures
A lactate test is a series of small blood samples taken at rising workloads, and the resulting curve appeals because it looks like it locates a fixed line.
The literature is considerably less tidy. Faude and colleagues reviewed the field and identified twenty-five distinct definitions of the lactate threshold across three families, meaning the same athlete tested on the same afternoon can be assigned materially different values depending on which convention a laboratory prefers (Faude et al., 2009).
What the physiology contains is a transition with two edges: the workload at which lactate first rises above baseline, and the highest workload at which production and removal stay in equilibrium, the maximal lactate steady state.
The test deserves fairness, because the corrective version of this argument routinely overshoots. That same review found lactate thresholds correlate strongly with endurance performance. They measure something real and useful. The error is treating the resulting number as a fixed wall inside the body rather than a reading of how the system runs that day. A threshold describes the balance between the rate of production and the rate of clearance, and both sides move with training status, sleep, ambient heat and carbohydrate availability. Much the same applies to maximal aerobic capacity, which is the subject of why VO2 max does not decide a long race.
What training actually changes
Bergman and colleagues trained nine untrained men for nine weeks and then measured lactate kinetics under two separate comparisons. The comparisons disagree, and the disagreement is the informative part.
Compared at an identical wattage to the pre-training test, the drop in blood lactate reached 41 percent, driven by lower production while clearance held steady. At the same relative intensity, a harder absolute effort scaled to the improved fitness, clearance and oxidative disposal both rose instead (Bergman et al., 1999).
Training moves both sides of the ledger, and which side surfaces depends entirely on how the comparison is framed. Nine untrained men on a single nine-week cycling protocol is a narrow base, so treat the percentages as illustrative and the structure as the finding.
Does drinking lactate work?
At the 2026 Tour de France, UAE Team Emirates-XRG used a drink containing sodium lactate alongside conventional carbohydrate on selected high-expenditure stages, confirmed by the team nutritionist during the race. The scientific lead on the product is George Brooks, whose work established the shuttle framework cited throughout this article.
The rationale is coherent. If lactate is a fuel the body already exchanges, supplying some by mouth could add carbon without competing for the saturated intestinal transport that caps carbohydrate intake.
The evidence is thin, and mostly negative:
Oxidation is real, the dose is tiny. Péronnet and colleagues fed labelled lactate and labelled glucose simultaneously during exercise and tracked both. Ingested lactate supplied roughly 2.6 percent of energy yield against 8.4 percent for glucose, chiefly because gastrointestinal tolerance caps how much can be swallowed (Péronnet et al., 1997).
Performance did not move. Sixteen endurance-trained cyclists on a prolonged high-intensity protocol showed improved acid-base balance and reduced perceived effort, with no performance benefit (Bordoli et al., 2024).
The idea is not new. Human trials of ingested lactate go back more than three decades and have mostly returned null results.
The reframe is well supported and the product is not, at least not yet. The team has not claimed otherwise, and its own nutritionist described the performance effect as an open research question while the race was still running. New formulations may raise the tolerable dose and change this, which makes it worth watching rather than dismissing.
What any of this changes for a working week
All of the above was measured in laboratories, on participants who are not you. What survives the translation to a person fitting training around a demanding job comes to four things.
Stop treating lactate as something to be cleared. Cool-downs have real justifications, among them a gentler return of heart rate and a psychological close to a session. Flushing lactate is not among them, since it disappears within the hour regardless and was serving as fuel while present.
Read soreness as information about novelty. A new eccentric stimulus produces it, and repeated exposure reduces it sharply, which is the repeated-bout effect. Soreness is closer to a receipt for work done than to a warning.
Treat zone boundaries as estimates. Zones are a workable planning model, since a continuous variable has to be divided somewhere before a week can be structured. A boundary derived from an age formula, or from a threshold test performed months ago, is an approximation rather than a fact about your physiology today.
Two checks beat any single number. First, has the speed you hold at one unchanged low heart rate improved over the past two months? That question probes the same production-and-clearance balance a laboratory curve probes, and it is free. Second, whether today's easy session could be repeated tomorrow without dread, because the logic of an easy day depends entirely on it being genuinely easy.
What would change my mind
A reference page should say where it is vulnerable, so here are the specific findings that would move each claim.
On acidity. A direct measurement in intact human muscle showing proton release tracking lactate production one to one, with ATP turnover held constant, would strengthen the Böning and Maassen position considerably. A third camp rejects both framings and holds that pH is set by strong ion difference, carbon dioxide and weak acids, a position this article does not resolve.
On signalling. A human exercise study showing that lactate alters mitochondrial gene expression at physiological concentrations would move this from plausible to established. The present evidence is cultured rodent cells at supraphysiological doses.
On drinking it. A published trial of either commercial product, at the doses actually used in racing, with a performance endpoint. As of writing, no such trial exists for either.
On the brain figures. Replication in a larger sample with lactate raised by exercise rather than infusion. Six participants and an intravenous protocol is a thin base for numbers quoted as widely as these are.
Where Atlas Cove fits
The thread running through all of this is that a number describes a balance and rarely names a cause. A lactate value reports the ratio between two rates. Neither rate is visible in the number itself, and an identical reading can mean different things in different weeks.
Which is the reasoning behind how an Atlas Cove week handles data: a measurement has to be attached to a decision that already exists. The test of whether a number belongs is simple. Can you say, before it comes back, which way each possible result would send you? The same principle governs how substrate questions get handled, which is the subject of the right question about fructose.
How strong is the evidence, claim by claim
Every claim above rests on a different quality of evidence, and lumping them together would be dishonest. This is the same argument graded.
| Claim | Strength | Principal source | Main weakness |
|---|---|---|---|
| Lactate is produced continuously under aerobic conditions | High | Brooks 2018 | Narrative review by the framework's originator, cited as framework rather than as one primary result |
| The protons come from ATP hydrolysis, not from lactate | High on mechanism, contested on accounting | Robergs et al. 2004 | Three published counterpositions, all of which nonetheless concede the mechanism |
| Lactate does not cause delayed soreness | High | Schwane et al. 1983, plus the timing | Intensities were not matched in the original design |
| The brain oxidises circulating lactate | Moderate to high | van Hall et al. 2009 | Six participants, and lactate raised by infusion rather than by exercise |
| Lactate acts as a signalling molecule | Low to moderate | Hashimoto et al. 2007 | Cultured rat cells, supraphysiological concentration, no exercise |
| Threshold definitions vary widely | High | Faude et al. 2009 | None material; the same review finds thresholds predict performance well |
| Ingested lactate does not improve performance | Moderate | Péronnet et al. 1997; Bordoli et al. 2024 | No trial yet exists of the specific formulations used at the Tour |
Sources
Brooks, G. A. (2018). The science and translation of lactate shuttle theory. Cell Metabolism, 27(4), 757-785. DOI: 10.1016/j.cmet.2018.03.008
van Hall, G., Strømstad, M., Rasmussen, P., Jans, O., Zaar, M., Gam, C., Quistorff, B., Secher, N. H., & Nielsen, H. B. (2009). Blood lactate is an important energy source for the human brain. Journal of Cerebral Blood Flow & Metabolism, 29(6), 1121-1129. DOI: 10.1038/jcbfm.2009.35
Robergs, R. A., Ghiasvand, F., & Parker, D. (2004). Biochemistry of exercise-induced metabolic acidosis. American Journal of Physiology - Regulatory, Integrative and Comparative Physiology, 287(3), R502-R516. DOI: 10.1152/ajpregu.00114.2004
Böning, D., & Maassen, N. (2008). Point: Lactic acid is the only physicochemical contributor to the acidosis of exercise. Journal of Applied Physiology, 105(1), 358-359. DOI: 10.1152/japplphysiol.00162.2008
Schwane, J. A., Watrous, B. G., Johnson, S. R., & Armstrong, R. B. (1983). Is lactic acid related to delayed-onset muscle soreness? The Physician and Sportsmedicine, 11(3), 124-131. DOI: 10.1080/00913847.1983.11708485
Hashimoto, T., Hussien, R., Oommen, S., Gohil, K., & Brooks, G. A. (2007). Lactate sensitive transcription factor network in L6 cells: activation of MCT1 and mitochondrial biogenesis. The FASEB Journal, 21(10), 2602-2612. DOI: 10.1096/fj.07-8174com
Faude, O., Kindermann, W., & Meyer, T. (2009). Lactate threshold concepts: how valid are they? Sports Medicine, 39(6), 469-490. DOI: 10.2165/00007256-200939060-00003
Péronnet, F., Burelle, Y., Massicotte, D., Lavoie, C., & Hillaire-Marcel, C. (1997). Respective oxidation of 13C-labeled lactate and glucose ingested simultaneously during exercise. Journal of Applied Physiology, 82(2), 440-446. DOI: 10.1152/jappl.1997.82.2.440
Bordoli, C., Varley, I., Sharpe, G. R., Johnson, M. A., & Hennis, P. J. (2024). Effects of oral lactate supplementation on acid-base balance and prolonged high-intensity interval cycling performance. Journal of Functional Morphology and Kinesiology, 9(3), 139. DOI: 10.3390/jfmk9030139
Bergman, B. C., Wolfel, E. E., Butterfield, G. E., Lopaschuk, G. D., Casazza, G. A., Horning, M. A., & Brooks, G. A. (1999). Active muscle and whole body lactate kinetics after endurance training in men. Journal of Applied Physiology, 87(5), 1684-1696. DOI: 10.1152/jappl.1999.87.5.1684
Common questions
Does lactic acid cause muscle soreness?
No. Blood lactate returns to resting values within roughly an hour of finishing, while delayed soreness peaks a day or two afterwards. The soreness follows eccentric loading, meaning muscle generating force while it lengthens, and the clearest demonstration is that downhill running produces marked soreness without raising lactate at all.
Is lactate the same thing as lactic acid?
Not inside a working cell. At physiological pH the molecule exists essentially entirely as the lactate anion, and the proton that would make it an acid comes from a separate reaction, the hydrolysis of ATP. Whether "lactic acid" remains a fair shorthand for the net result is still argued in the literature, and nobody in that argument defends the idea that the molecule itself causes the burn.
Should I do a cool-down to clear lactate?
Clearing lactate is a poor reason for one, since it disappears within the hour whether you cool down or not, and it was being used as fuel while it was there. Cool-downs have other justifications: a gentler return of heart rate, and a psychological end to a hard session. Do one if you like it, just not for that reason.
What does a lactate threshold test actually tell me?
It reports the balance between how fast you produce lactate and how fast you clear it, across a set of workloads, on the day you were tested. It genuinely predicts endurance performance. It is not a fixed wall inside you, and because the literature contains twenty-five competing definitions of where the threshold sits, the number depends partly on which convention your laboratory uses.
Does drinking lactate improve endurance performance?
There is no good evidence that it does. Ingested lactate is genuinely oxidised, but gut tolerance limits the dose so severely that it supplied under 3 percent of energy in the tracer study that measured it. The trial closest to racing conditions found lower perceived effort and no performance change, and no published trial yet exists of the products used at the 2026 Tour.
This is an educational and strategic perspective, not personal medical advice.
The views are the author's own and not statements by Atlas Cove Lda.
Tom Wuerden · Co-Founder
Engineer turned Ironman
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