Marathon Training: How the Body AdaptsChapter 1

Endurance and Adaptation

6 concepts

In this chapter

This chapter gives you the physiology behind a marathon — how the body pays for hours of running, what caps how much oxygen it can use, why the pace it can hold sits below that cap, what it costs to cover a kilometre — and the two ideas that turn physiology into a season: why fitness is built between sessions rather than during them, and why a plan rises for months and then eases. It teaches what the , , the , , and are; it does not tell you how to train, eat or drink, or what to do about your own body.

Three Energy Systems Pay for Every Stride at Once

Definition

Every muscle contraction is paid for in adenosine triphosphate (), of which a muscle stores only a few seconds' worth; three energy systems remake it continuously — the phosphagen system, glycolysis, and mitochondrial oxidation of carbohydrate and fat.

The test

Ask how hard and how long: all three run at once from the first stride; intensity and duration set the mix. The phosphagen system is fastest and spent within about ten seconds; glycolysis peaks within fifteen, produces lactate, and carries efforts of half a minute to two minutes; oxidation is slowest per second but runs for hours.

Example

In one estimate a maximal 10-second sprint draws about half its energy from the phosphagen system and almost none from oxidation; a 30-second sprint draws about a quarter from oxidation; a marathon, held for hours, runs almost entirely on it.

The trap

"The body switches systems like gears — one at a time." All three contribute from the start; only their shares change. "A marathon is slow, so it burns fat and doesn't need carbohydrate." Slower running burns more fat, but at marathon intensity carbohydrate still supplies much of the energy — the one fuel that can run short. "'Anaerobic' means the muscle ran out of oxygen." Glycolysis makes lactate whenever it runs fast, whatever the oxygen supply.

Expanded

The three systems differ in speed and in size of tank. Muscle itself is a working balance, not a store — about 8 mmol per kilogram of muscle, held nearly constant even when demand rises a thousandfold, because falling is what fatigue protects against; the phosphagen system spends stored phosphocreatine to remake at the highest rate of the three, dominates the first 5–6 seconds of an all-out effort and is largely depleted within about 10 seconds; glycolysis breaks glucose from blood or glycogen into pyruvate and, at high rates, lactate, without needing oxygen, and reaches its maximal rate after 10–15 seconds; oxidation in the mitochondria burns carbohydrate and fat, with protein normally contributing 5–10 % of the energy at rest and during exercise, and it is the primary system for long-distance running. The older picture — one system handing over to the next — has been replaced by measurements showing glycolysis active almost immediately at the onset of a sprint and oxidation contributing even to a 30-second effort.

Two facts about fuel make the marathon a distinct problem, and neither is a prescription. Fat is abundant: even the leanest athlete stores enough to fuel more than four marathons, if the working muscles could run on fat alone. Carbohydrate is scarce: for a 70-kg runner a marathon costs roughly 2,950 kcal, while a typical liver holds about 88 g of glycogen (about 350 kcal) and the leg muscles of a lean 70-kg man about 310 g (about 1,250 kcal), and the share of energy drawn from carbohydrate rises with the fraction of at which a runner works. More than 40 % of marathoners report "hitting the wall" — the rapid onset of severe fatigue from near-complete depletion of carbohydrate in the leg muscles and liver — and one model puts that point at around mile 21 (about 34 km) for runners at 80–95 % of . Endurance training raises the muscle's capacity to store glycogen and its ability to use fat, sparing glycogen at a given pace, and in the best marathon runners slow-twitch fibres, which are rich in mitochondria and capillaries, can make up 90 % or more of the leg muscle.

Maximal Oxygen Uptake Is the Ceiling, Not the Race

Definition

Maximal oxygen uptake () is the highest rate at which the body can take up and use oxygen — the ceiling of the oxidative system. It equals maximal cardiac output multiplied by the oxygen extracted from each litre of blood.

The test

In a graded test, oxygen uptake rises with speed until it plateaus though speed still rises; the plateau is the ceiling. To find what limits it, follow the oxygen from air to muscle. In healthy trained people it is delivery: alter the oxygen carried or pumped and the ceiling moves with it, and training raises it mostly through a bigger stroke volume and cardiac output.

Example

In the HERITAGE Family Study, 481 sedentary adults followed one 20-week programme: rose about 400 mL/min on average, yet some gained almost nothing, others more than 1 L/min, and the response ran in families.

The trap

"It's limited by the lungs — you can't get enough air in." Breathing can rise more than tenfold; the ceiling is set chiefly by how much oxygen the heart delivers. "The highest wins." It is a ceiling, not the race: the fraction held and the oxygen each kilometre costs decide who is faster beneath it. "Same training, same gain." Gains on one programme range from near zero to more than 40 %.

Expanded

The arithmetic behind the definition is the Fick relationship: oxygen uptake equals cardiac output — heart rate times stroke volume — multiplied by the difference between the oxygen content of arterial and mixed venous blood, which widens from roughly 4–5 mL per 100 mL at rest to 15–16 mL per 100 mL near maximal work. Ventilation rises from about 10 L/min at rest to more than 100 L/min at maximal work in untrained adults and beyond 200 L/min in large, highly trained athletes, which is why the lungs are rarely the limit. Three lines of evidence place the limit at delivery: alter the oxygen delivered — by altitude, by changing the blood's carrying capacity, or by slowing the heart — and moves with it; training raises mainly through maximal cardiac output; and a small muscle mass, when the whole heart's output is available to it, can consume oxygen at extraordinary rates. The concept goes back to Hill and Lupton in 1923, and the plateau in a graded test remains the best evidence that a true maximum was reached, though it is not seen in every test.

What training changes is mostly the pump. In an untrained person stroke volume rises with effort and then plateaus at roughly 40–60 % of , while in highly trained people it can keep rising to near-maximal work; endurance training raises stroke volume at rest and at every intensity, largely through a bigger plasma volume, more blood returning to the heart and a larger, stronger left ventricle, and this is the dominant reason maximal cardiac output rises. Elite endurance athletes reach maximal cardiac outputs of roughly 30–40 L/min against about 20 L/min in sedentary men, and values of about 70–85 against under 45 mL/kg/min. The reverse experiment shows the same thing: with complete bed rest, falls about 15 % within 10 days and 27 % within 3 weeks, and the loss traces to a smaller stroke volume and cardiac output, with maximal heart rate and oxygen extraction unchanged. Altitude removes oxygen from the other end of the chain: above about 1,500 m the lower pressure of oxygen in the air reduces the driving force that loads it into the blood, and falls significantly. Typical training gains are 15–20 % over six months for a previously sedentary adult, with wide individual variation — in one study of men and women aged 60–71 who trained for 9–12 months, from 0 to 43 % — and the HERITAGE study estimated that about half of the variation in its own participants' response was heritable.

The Lactate Threshold Is the Sustainable Pace

Definition

The lactate threshold is the intensity at which blood lactate first rises above resting level; higher up lies the maximal lactate steady state, the fastest pace at which lactate production and removal still balance.

The test

Plot blood lactate against speed in a graded test: flat, a first rise, then a climb without end. The highest steady state marks about the sustainable pace — hours, not minutes — and training moves it to a higher fraction of even when the ceiling does not move: about 60 % in sedentary people, 75–85 % in elite endurance athletes.

A schematic blood-lactate curve from a graded running test: lactate stays near resting level at easy speeds, leaves it at a first threshold, and above the maximal lactate steady state climbs without end; marathon pace lies between the two marks, at or just past the upper one for the fastest.
A schematic blood-lactate curve from a graded running test: lactate stays near resting level at easy speeds, leaves it at a first threshold, and above the maximal lactate steady state climbs without end; marathon pace lies between the two marks, at or just past the upper one for the fastest.drawn by figures/fig-lactate-curve.py
Example

Sixteen world-class male runners tested for Breaking2: mean 71 mL/kg/min, first lactate rise at 18.9 km/h (83 % of it), lactate turn-point at 20.2 km/h (92 %); two-hour marathon pace, 21.1 km/h, lay just above both.

The trap

"Lactic acid is waste — it causes the burn and next-day soreness." Lactate is a fuel, burned by muscle and heart; its rise marks glycolysis outrunning removal, and next-day soreness is fibre damage, mostly after downhill running. "Past the threshold the muscle has run out of oxygen." Glycolysis makes lactate whenever it runs fast, whatever the oxygen supply. "It's a fixed number — 4 mmol per litre." One of many conventions for locating it; the physiology is the balance, not the number.

Expanded

The curve has two landmarks and many names. The first is where lactate leaves resting level, because production has begun to outrun the removal that muscle and heart perform by burning lactate as fuel; the second, the maximal lactate steady state, was defined by Heck and colleagues as the highest constant workload at which blood lactate rises by no more than 1 mmol per litre over the last 20 minutes of a roughly 30-minute run — a gold-standard test that needs several separate runs. Because that test is impractical, laboratories estimate the landmarks from a single graded test by different rules — the first visible rise, a rise of 1 mmol per litre above baseline, a fixed 4 mmol per litre, the point of maximal distance from a straight line, and others — and in a study of 48 well-trained male cyclists eight such rules were all repeatable and all predicted a time trial and a mountain road race, while placing the threshold at different powers. The rules disagree; the physiology they estimate does not.

Naming is a live dispute, stated here as positions rather than adjudicated: the maximal lactate steady state is also called the "anaerobic threshold", and Heck and Wackerhage report that Mader and colleagues used "anaerobic" only to name glycolysis as a pathway that needs no oxygen — never to claim that the muscle lacks oxygen, since lactate is produced without any lack of it, a fact known since Warburg's experiments on cells — while Baker and colleagues object to labelling glycolysis by the presence or absence of oxygen at all; the wider controversy over the term has its own fifty-year review. Ventilation offers a second window on the same transition: at higher intensities rising carbon dioxide and hydrogen ions drive further increases in breathing, and ventilatory thresholds, read from breathing rather than blood, are used like the lactate ones to mark the boundaries between training zones.

Why the threshold matters for a marathon: distance runners in a 1979 study set their race pace at or slightly above the lactate threshold, and highly trained endurance athletes reach their thresholds at a much higher fraction of than untrained people, which is what lets them race faster at the same ceiling. The speed at the threshold integrates , the fraction of it held and , and is the best single physiological predictor of distance-running performance. Training moves it through the muscle: more and larger mitochondria and more oxidative enzymes, more capillaries, more glycogen stored and more fat burned at a given pace, so that less lactate accumulates at the same oxygen uptake.

Running Economy Is the Oxygen Cost of a Kilometre

Definition

Running economy is the steady-state oxygen uptake at a given submaximal speed — the oxygen cost of a kilometre; a runner with better economy uses less oxygen at the same speed.

The test

Measure oxygen uptake while a runner holds a fixed speed below the for several minutes, per kilogram per minute or per kilometre; compare runners only at the same speed. Among trained runners with similar , economy varies by as much as 30 % and predicts performance where ceilings are alike. Anything that changes the oxygen bill counts: fibres and mitochondria, breathing and heart work, stride mechanics and tendon elasticity, muscle recruitment.

Example

Paula Radcliffe's economy improved by about 15 % between 1992 and 2003 while her stayed essentially stable — the years in which she set the women's marathon record, 2:15:25.

The trap

"Same , same speed." Same ceiling, economy differing by nearly a third; the more economical runner is faster at every fraction of it. "Economy is just form — fix the stride." Runners settle into their most economical stride unprompted, and measured links between form and economy are small to moderate; muscle, tendons and the cost of breathing count too. "Once stops rising, you've peaked." Economy keeps improving with years of running after the ceiling has stopped moving.

Worked example

The Breaking2 laboratory data show how economy, the ceiling and the threshold combine into a pace. Hypothetical arithmetic on the published means:

  1. Take the measured oxygen cost. The seven athletes who reached a steady state outdoors at 21.1 km/h used on average 191 mL of oxygen per kilogram per kilometre.
  2. Turn the speed into kilometres per minute. 21.1/600.35221.1 / 60 \approx 0.352 km per minute.
  3. Multiply cost by speed to get the oxygen demand. 191×0.35267.2191 \times 0.352 \approx 67.2 mL/kg/min is what that pace costs.
  4. Compare the demand with the ceiling and the threshold. Against a mean of 71 mL/kg/min, 67.2/710.9567.2 / 71 \approx 0.95: two-hour pace demanded about 95 % of the ceiling, above the group's lactate turn-point of 92 % — consistent with only seven of the sixteen attaining a steady state at it, and showing why the pace needs an unusually high ceiling, an unusually high sustainable fraction and unusually good economy at once.

The common slip is at step 1: comparing two runners' economy at different speeds — the cost per kilometre changes with speed, so the comparison only means something at the same one.

Expanded

Economy is expressed either as oxygen per kilogram per minute at a stated speed or as oxygen per kilogram per kilometre, and it is measured over 3 to 15 minutes at a steady speed below the threshold, because above it oxygen uptake keeps drifting upward and no steady state exists. Radcliffe's laboratory values illustrate the scale of an elite economy: 44 mL/kg/min at 16 km/h against a of 75 mL/kg/min in one test. Its determinants are several at once — metabolic (fibre types and mitochondrial capacity), cardiorespiratory (the oxygen spent on breathing and on the heart's own work), biomechanical (stride length, which runners choose close to their own optimum, and joint and tendon behaviour) and neuromuscular (how efficiently force is produced and muscles are recruited); high training volumes and years of running experience have been suggested to matter, and several studies show that strength, power and plyometric training two or three times a week can improve economy in long-distance runners. Radcliffe's vertical jump rose from 29 to 38 cm between 1996 and 2003, the period over which her economy and marathon performance improved. The Breaking2 attempt itself was run on 6 May 2017 at the Monza motor-racing circuit, where Eliud Kipchoge finished in 2:00:25 — not an official record, because pacers joined the race midway.

Overload, Recovery and Supercompensation: Fitness Is Built Between Sessions

Definition

Overload is a session that asks more of the body than it is used to; supercompensation is the rebuilding, during the recovery after it, to slightly above the old level. Adaptation is made between sessions, not during them.

The test

After a session, ask what was disturbed and what is being rebuilt: fuel, fibres, mitochondria, capillaries, stroke volume. Then ask three things of the pattern: whether each overload is a little more than the last (progression), whether it stresses what the race demands (specificity), and whether the stimulus continues (reversibility). A session on unfinished recovery stacks fatigue; one on the rebuilt level stacks fitness.

A schematic of overload and supercompensation: one hard session first lowers a runner's capacity, recovery brings it back and slightly above the old level, and the gain fades if nothing follows; the same session repeated so that each lands on the rebuilt level stacks fitness, while the same session repeated before recovery is complete stacks only fatigue.
A schematic of overload and supercompensation: one hard session first lowers a runner's capacity, recovery brings it back and slightly above the old level, and the gain fades if nothing follows; the same session repeated so that each lands on the rebuilt level stacks fitness, while the same session repeated before recovery is complete stacks only fatigue.drawn by figures/fig-supercompensation.py
Example

Six months of endurance training typically raises a sedentary adult's 15–20 %; among men and women aged 60–71 who trained for 9–12 months, gains ranged from 0 to 43 %. Each is built one recovery at a time.

The trap

"You get fitter during the workout." Right after a hard session the body is depleted and slower; the rebuilding above the old level comes in the days after. "More is always better; rest days are lost days." Recovery is where adaptation is made; injuries cluster where load rises fast. "Fitness stays once built." and plasma volume fall within two weeks of stopping; gains are largely gone in two to eight months.

Case

The maintenance experiments of Hickson's laboratory, reported in the Surgeon General's review, show which part of a session holds what it built. People who had raised their by training six times a week kept the gain when they cut to two to four sessions a week; a substantial part of the gain was also kept when each session's duration was cut by as much as two-thirds — but only if the intensity of the shortened sessions was maintained; and when intensity was cut by as little as one-third, a substantial fall in followed over the next 15 weeks. Frequency and duration can be reduced; the intensity is what the adaptation answers to.

Expanded

The principles have plain names. Overload is physical stress greater in amount or intensity than usual, to which the body's structures and functions respond and adapt; progression is the continued small increase of that overload as the body adapts, and small steps are what let it adapt while keeping the risk of injury low; specificity is the rule that the benefit goes to the systems that did the work — walking largely benefits the legs and the cardiovascular system, push-ups the chest, shoulders and arms. The risk of injury to bones, muscles and joints is related to the size of the gap between a person's usual level of activity and the new one — the amount of overload — and creating a small overload and waiting for the body to adapt and recover is what keeps that risk down. Overload can be counted as volume (how much), intensity (how hard) and frequency (how often), and the same session can be described by its external load — the work done — or its internal load — the strain it imposed, which the same external work can raise or lower depending on how recovered the athlete is.

At the cellular level the picture is the same one drawn at the whole-body level. Training adaptation begins with a disturbance of the body's steady state; during recovery, repair mechanisms do more than return it to baseline — they overshoot, ideally in a supercompensatory way — and in the absence of a further stimulus that overshoot dissipates. Many of the changes that underpin endurance adaptation are the transient effect of repeated single bouts: the transcription of many mitochondrial genes rises briefly after one endurance session and returns to baseline, and only when the stimulus is repeated over weeks and months do those transient bursts accumulate into new steady-state levels of protein — more and larger mitochondria, more oxidative enzymes, more capillaries, more stored glycogen, more fat burned at a given pace, and a heart with a larger stroke volume. Different tissues and processes adapt on different timescales, so no single curve describes the whole body. Reversibility runs the same path backwards: declines in maximal and submaximal responses appear within the first 7–21 days of inactivity and level off after about two months.

Periodization and the Taper Arrange Load So the Peak Lands on Race Day

Definition

Periodization is the arrangement of training load over months into phases — commonly a general phase of rising volume, a specific phase nearer race pace, and a taper — so that overload and recovery add up to a peak on race day.

The test

Read any plan as stretched over months: volume rises first, then the emphasis shifts toward race pace. The taper is the last step: over 2–3 weeks volume falls by about 40–60 % while intensity and frequency are kept, so fatigue drains faster than fitness — worth about 1–3 % in well-trained endurance athletes.

Example

World-class marathon runners in one review periodized around a spring and an autumn marathon, took 7–14 days easy after each, split the 5–6 months before a race into general and specific preparation, and cut volume sharply only in the last 7–10 days.

The trap

"Cutting back means losing fitness — cram the missing long runs." Reversibility takes weeks; a taper of days sheds fatigue while fitness is kept, by the intense sessions. "The taper is just rest." Cutting intensity by a third costs within weeks; the taper cuts volume and keeps intensity. "There is one proven plan." Comparisons of periodization structures mostly find equivalent gains; no direct evidence ranks the models.

Expanded

The vocabulary is layered: coaches build a season (the macrocycle) from mesocycles of about 3–8 weeks and microcycles of about 7–21 days, each targeting particular qualities and culminating in a competition peak. Since Arthur Lydiard introduced his system in the late 1950s, leading distance coaches have divided the year into ordered phases with the explicit goal of peaking for the main competitions; the general preparation period builds an aerobic foundation through high volume, and from the specific period onward the focus shifts toward more running at race-pace intensity, a pattern that bears some resemblance to Matveyev's model drawn from Soviet athletes of the 1950s and 1960s. Because injuries are attributed above all to rapid, excessive increases in load, world-class runners open the season at roughly 40–60 % of peak weekly volume and add about 5–15 km a week until the peak is reached; they keep at least 80 % of their running at low intensity throughout the year, and elite marathoners' weekly volumes in mid-preparation are typically 160–220 km, reached by adding sessions first and lengthening them later. The taper's mechanism is the fitness–fatigue balance from the previous unit: fatigue drains within days while adaptation fades over weeks, so cutting volume for a short period while keeping intensity leaves fitness largely intact and fatigue much reduced; most elite runners do not cut volume substantially until the last 7–10 days, and strong performances have been recorded across a three-month season with only a 4–5 day reduction before each race.

Whether periodization theory rests on the foundations claimed for it is a live dispute, recorded here as positions. Haugen and colleagues describe the phased year as results-proven practice and note that the mechanisms behind any one periodization model's superiority remain unclear, with no direct evidence comparing outcomes across models. Kiely argues that periodization theory borrowed its justification from Selye's general adaptation syndrome, that the science of stress has since moved away from that model, and that no universally best template exists because people respond to the same training along different trajectories. Furrer and colleagues describe the periodized structure as what elite athletes and their coaches actually do while noting the individual variation in response. The three agree on the part this chapter teaches — load must be arranged over time — and none claims that a named template has been shown to beat the others.

One Race, Six IdeasSynthesis

One last hypothetical: Yara's marathon, read through the chapter. Over its three and a half hours her muscles are paid almost entirely by oxidation — the — with her glycogen the one fuel that could run short late on. How much oxygen she can use at most is her , set chiefly by her heart's output; it caps her, and it does not decide her time. The pace she holds sits near her , the fastest speed at which lactate production and removal still balance, and what each kilometre costs her at that pace is her — two runners with her ceiling could finish many minutes apart on those alone.

None of it was made on race day. Every capacity she brings was built in the recoveries between sessions over months, each session an that lowered her before it raised her, and the season that arranged those sessions — volume first, race pace later, and a taper that let fatigue drain while fitness stayed — is . Six ideas, one race; how her season was shaped is a coach's question, and why it was shaped that way is this chapter's.

Sources

  1. 1 U.S. Department of Health and Human Services, Physical Activity and Health: A Report of the Surgeon General (Atlanta: CDC, 1996), Chapter 3 'Physiologic Responses and Long-Term Adaptations to Exercise', pp. 61–77 — public domain (U.S. Government work); read in the ERIC full-text copysource
  2. 2 U.S. Department of Health and Human Services, Physical Activity Guidelines for Americans, 2nd edition (Washington, DC: HHS, 2018), Chapter 2 box 'It Is About Overload, Progression, and Specificity', Chapter 7 'Increase Physical Activity Gradually Over Time', and the Glossary — public domain (U.S. Government work)source
  3. 3 Kyle R. Barnes & Andrew E. Kilding, 'Running economy: measurement, norms, and determining factors', Sports Medicine – Open 1:8 (2015), doi:10.1186/s40798-015-0007-y — CC BY 4.0source
  4. 4 Thomas Haugen, Øyvind Sandbakk, Stephen Seiler & Espen Tønnessen, 'The Training Characteristics of World-Class Distance Runners: An Integration of Scientific Literature and Results-Proven Practice', Sports Medicine – Open 8:46 (2022), doi:10.1186/s40798-022-00438-7 — CC BY 4.0source
  5. 5 Julien S. Baker, Marie Clare McCormick & Robert A. Robergs, 'Interaction among Skeletal Muscle Metabolic Energy Systems during Intense Exercise', Journal of Nutrition and Metabolism 2010:905612, doi:10.1155/2010/905612 — CC BYsource
  6. 6 Benjamin I. Rapoport, 'Metabolic Factors Limiting Performance in Marathon Runners', PLoS Computational Biology 6(10):e1000960 (2010), doi:10.1371/journal.pcbi.1000960 — CC BY 4.0source
  7. 7 Regula Furrer, John A. Hawley & Christoph Handschin, 'The molecular athlete: exercise physiology from mechanisms to medals', Physiological Reviews 103(3):1693–1787 (2023), doi:10.1152/physrev.00017.2022 — CC BY 4.0; §2.1 (principles of training), §3.1 (oxygen transport and VO₂max, Table 1) and §3.6 (how adaptation is brought about)source
  8. 8 Hermann Heck & Henning Wackerhage, 'The origin of the maximal lactate steady state (MLSS)', BMC Sports Science, Medicine and Rehabilitation 16:36 (2024), doi:10.1186/s13102-024-00827-3 — CC BY 4.0source
  9. 9 Gustavo Z. Schaun, 'The Maximal Oxygen Uptake Verification Phase: a Light at the End of the Tunnel?', Sports Medicine – Open 3:44 (2017), doi:10.1186/s40798-017-0112-1 — CC BY 4.0source
  10. 10 John Kiely, 'Periodization Theory: Confronting an Inconvenient Truth', Sports Medicine 48:753–764 (2018), doi:10.1007/s40279-017-0823-y — CC BY 4.0source
  11. 11 Jules A. A. C. Heuberger et al., 'Repeatability and predictive value of lactate threshold concepts in endurance sports', PLoS ONE 13(11):e0206846 (2018), doi:10.1371/journal.pone.0206846 — CC BYsource
  12. 12 David R. Bassett Jr & Edward T. Howley, 'Limiting factors for maximum oxygen uptake and determinants of endurance performance', Medicine & Science in Sports & Exercise 32(1):70–84 (2000), doi:10.1097/00005768-200001000-00012 (consulted — the abstract's three lines of evidence for the delivery limitation, and 'speed at LT is the best physiological predictor')source
  13. 13 Claude Bouchard et al., 'Familial aggregation of VO2max response to exercise training: results from the HERITAGE Family Study', Journal of Applied Physiology 87(3):1003–1008 (1999), doi:10.1152/jappl.1999.87.3.1003 (consulted — the numbers in the abstract)source
  14. 14 Andrew M. Jones, 'The Physiology of the World Record Holder for the Women's Marathon', International Journal of Sports Science & Coaching 1(2):101–116 (2006), doi:10.1260/174795406777641258 (consulted — the abstract: 15 % improvement in running economy between 1992 and 2003; 2:15:25)source
  15. 15 Andrew M. Jones et al., 'Physiological demands of running at 2-hour marathon race pace', Journal of Applied Physiology 130(2):369–379 (2021), doi:10.1152/japplphysiol.00647.2020 (consulted — the abstract's numbers for the sixteen Breaking2 athletes)source
  16. 16 Shona L. Halson, 'Monitoring Training Load to Understand Fatigue in Athletes', Sports Medicine 44 Suppl 2:139–147 (2014), doi:10.1007/s40279-014-0253-z (consulted — external versus internal load)source
  17. 17 David C. Poole, Harry B. Rossiter, George A. Brooks & L. Bruce Gladden, 'The anaerobic threshold: 50+ years of controversy', Journal of Physiology 599(3):737–767 (2021), doi:10.1113/JP279963 (consulted — named for the naming controversy; not adapted)source
  18. 18 OpenStax Anatomy and Physiology 2e §10.3: Muscle Fiber Contraction and Relaxation (consulted only — CC BY-NC-SA 4.0 at the source on 2026-08-19, not adapted; the ATP-source durations)source
  19. 19 Wikipedia, 'Breaking2' (consulted for the date and finishing time of the Monza run)source