Cited by 129Diet and metabolism studiesMuscle metabolism and nutritionSports Performance and Training

Ketone Diester Ingestion Impairs Time-Trial Performance in Professional Cyclists

Open access
Leckey, Jill J., Ross, Megan L., Quod, Marc, Hawley, John A., Burke, Louise M.·2017·Frontiers in Physiology

Abstract

We investigated the effect of pre- "race" ingestion of a 1,3-butanediol acetoacetate diester on blood ketone concentration, substrate metabolism and performance of a cycling time trial (TT) in professional cyclists. In a randomized cross-over design, 10 elite male cyclists completed a ~31 km laboratory-based TT on a cycling ergometer programmed to simulate the 2017 World Road Cycling Championships course. Cyclists consumed a standardized meal [2 g/kg body mass (BM) carbohydrate (CHO)] the evening prior to a trial day and a CHO breakfast (2 g/kg BM CHO) with 200 mg caffeine on the morning of a trial day. Cyclists were randomized to consume either the ketone diester (2 × 250 mg/kg) or a placebo drink, followed immediately by 200 mL diet cola, given ~ 30 min before and immediately prior to commencing a 20 min incremental warm-up. Blood samples were collected prior to and during the warm-up, pre- and post- TT and at regular intervals after the TT. Urine samples were collected pre- and post- warm-up, immediately post TT and 60 min post TT. Pre-exercise ingestion of the diester resulted in a 2 ± 1% impairment in TT performance that was associated with gut discomfort and higher perception of effort. Serum β-hydroxybutyrate, serum acetoacetate, and urine ketone concentrations increased from rest following ketone ingestion and were higher than placebo throughout the trial. Ketone ingestion induces hyperketonemia in elite professional cyclists when in a carbohydrate fed state, and impairs performance of a cycling TT lasting ~50 min.

AI snapshot

Written from the paper’s full text.

TL;DR

In elite professional cyclists, pre-race ingestion of a 1,3-butanediol acetoacetate diester produced hyperketonemia but impaired ~31 km time-trial performance by 2 ± 1% (58.2 s) versus placebo. The impairment was associated with gastrointestinal discomfort and a higher perception of effort despite lower power output and heart rate.

Key findings

  • All 10 cyclists who completed the trials were faster in placebo than ketone diester; performance time was impaired by 2 ± 1% (58.2 s; small ES –0.42 ± 0.1, P < 0.001).
  • Average power output was 3.7% lower with ketone ingestion (KET 339 ± 37 W vs. PLAC 352 ± 35 W, P < 0.001), with lower average heart rate (163 ± 7 vs. 167 ± 9 bpm, P < 0.01) but no difference in RPE between trials.
  • Serum β-hydroxybutyrate, serum acetoacetate, and urine ketone concentrations increased after ketone ingestion and remained higher than placebo throughout the trial.
  • Post-TT blood lactate was lower with ketone ingestion (8.6 ± 3.2 vs. 13.1 ± 4.3 mmol/L, P < 0.001), and blood glucose was lower in KET at several time points; all participants reported gastrointestinal discomfort with KET, ranging from mild to severe, and one withdrew before completing the TT due to prolonged vomiting and dizziness.

Methods

  • Randomized crossover, double-blind, placebo-controlled design in 11 internationally competitive male cyclists from a UCI World Tour team; 10 completed the TT.
  • Participants consumed standardized CHO meals (2 g/kg BM evening meal and breakfast) plus 200 mg caffeine, then received either ketone diester (2 × 250 mg/kg BM) or placebo ~30 min before and immediately prior to a 20-min warm-up, followed by a 31.17 km laboratory TT simulating the 2017 World Championships course.
  • Blood, urine, respiratory, power, heart rate, cadence, and RPE data were analyzed with paired t-tests and linear mixed models (treatment × time), plus magnitude-based effect sizes; significance set at P < 0.05.

Limitations

  • The authors state they could not obtain the same ketone monoester used in prior work and instead used a diester containing a racemic βHB mixture; enzymatic analysis measured only the D-enantiomer, not the L-enantiomer.
  • The authors note they did not estimate substrate oxidation rates because βHB and AcAc yield respiratory exchange quotient values of 0.89 and 1.00, and appropriate correction factors were unavailable.
  • Evident from the text: the sample was small (n = 10 completers, with one dropout), and blinding was compromised because all participants correctly identified the ketone trial via gastrointestinal side effects.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3389/fphys.2017.00806

Cites

23 of 23 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 32 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    There was a time × treatment interaction for heart rate during the time trial.

    “A time × treatment interaction was reported for HR (P = 0.001) and average HR was significantly lower in the KET compared to PLAC condition (163 ± 7 vs. 167 ± 9 bpm, respectively, P < 0.01; Figure 3D).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Pre-exercise ingestion of a 1,3-butanediol acetoacetate diester (2 × 250 mg/kg BM) impairs cycling time-trial performance in elite male professional cyclists by 2 ± 1% compared with placebo.

    “Pre-exercise ingestion of the diester resulted in a 2 ± 1% impairment in TT performance that was associated with gut discomfort and higher perception of effort.”
    • Also stated in: § Performance · plain
      “There was an impairment to overall performance time with KET (2 ± 1%, 58.2 s; small ES –0.42 ± 0.1, P < 0.001).”
    • Also stated in: § Performance · plain
      “All cyclists completed the TT in a faster time in PLAC compared with KET, with the crossover allocation of treatments meaning that there was no order effect on performance.”
    Quote in the paperSubstantial claim
  • Findingown data

    Overall KET condition was associated with a 3.7% reduction in average power output compared to PLAC (KET 339 ± 37 W vs. PLAC 352 ± 35 W).

    “Overall the KET condition was associated with a 3.7% reduction in average PO (KET 339 ± 37 W vs. PLAC 352 ± 35 W, P < 0.001, Figure 3B) and a lower cadence (KET 93 ± 6 rpm, PLAC 95 ± 6 rpm, P = 0.06, Figure 3C) compared to PLAC.”
    Quote in the paperSubstantial claim
  • Findingown data

    Average heart rate was significantly lower in the KET compared to PLAC condition (163 ± 7 vs. 167 ± 9 bpm).

    “A time × treatment interaction was reported for HR (P = 0.001) and average HR was significantly lower in the KET compared to PLAC condition (163 ± 7 vs. 167 ± 9 bpm, respectively, P < 0.01; Figure 3D).”
    Quote in the paperNot a substantial claim
  • Findingown data

    All participants reported gastrointestinal discomfort associated with the intake of the ketone diester.

    “All participants reported gastrointestinal discomfort associated with the intake of the ketone diester.”
    Quote in the paperNot a substantial claim
  • May combine two claims. 35
  • Classified as probably not a substantial claim. 38
  • May combine two claims.

    Findingown data

    There was no difference in ratings of perceived exertion between KET and PLAC trials despite lower heart rate and power output in the KET condition.

    “There was no difference in RPE between trials despite the lower HR and PO in the KET condition.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Ratings of perceived exertion increased in both KET and PLAC trials from mid- to post-time trial.

    “RPE increased in both the KET (16 ± 2 to 19 ± 2) and the PLAC (15 ± 2 to 19 ± 1) trials from mid- to post-TT (P < 0.001).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Serum β-hydroxybutyrate, serum acetoacetate, and urine ketone concentrations increased from rest following ketone ingestion and were higher than placebo throughout the trial.

    “Serum β-hydroxybutyrate, serum acetoacetate, and urine ketone concentrations increased from rest following ketone ingestion and were higher than placebo throughout the trial.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    One participant experienced severe side effects from KET ingestion during and after the warm-up, including prolonged vomiting and dizziness, and was unable to complete the time trial.

    “Eleven cyclists commenced this study, but one participant experienced severe side effects from KET ingestion during and after the warm-up, including prolonged vomiting and dizziness and was unable to complete the TT.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Six participants identified an 'unusual' centrally-derived feeling during the time trial in the KET trial that they thought might be associated with better performance.

    “Although each of the riders nominated their gut symptoms as a distraction or interference to performance, six participants identified an “unusual” centrally-derived feeling during the TT in the KET trial that they thought might be associated with better performance.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Blood βHB concentrations increased from pre-TT to post-TT in the KET trial (P < 0.001) and this increase was maintained until t = TT + 60 min (P = 0.03).

    “Blood βHB concentrations increased from pre-TT to post-TT in the KET trial (P < 0.001) and this increase was maintained until t = TT + 60 min (P = 0.03; Figure 5B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Serum βHB concentrations increased in the KET trial following dose one of KET ingestion (t = 90 min) and remained significantly higher than the PLAC trial until t = TT + 60 min.

    “There was an increase in βHB concentrations in the KET trial following dose one of KET ingestion (t = 90 min) and βHB remained significantly higher than PLAC trial until t = TT + 60 min.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Serum βHB concentrations increased from t = 0 in the PLAC trial at the onset of the warm up (t = 100 min) but remained lower than in the KET trial.

    “An increase in βHB concentrations from t = 0 was measured in the PLAC trial at the onset of the warm up (t = 100 min; Figure 4B) however βHB remained lower than in the KET trial.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Serum FFA concentrations showed an effect of time (P < 0.001) and treatment (P = 0.021).

    “There was an effect of time (P < 0.001) and treatment (P = 0.021) for serum FFA concentrations (Figure 4A).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    There was an effect of time for power output and cadence during the time trial.

    “There was an effect of time (P < 0.001) for power output and cadence during the TT, as displayed in Figure 3.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The participant who experienced severe side effects from KET ingestion withdrew from further participation in the study.

    “This participant withdrew from further participation in the study.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There was a significant condition × time interaction for blood glucose (P = 0.036) and lactate concentrations (P < 0.001).

    “There was a significant condition × time interaction for blood glucose (P = 0.036) and lactate concentrations (P < 0.001; Figures 6A,B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Serum AcAc concentration significantly increased from t = 0 min following dose one of KET ingestion (P = 0.001) and remained higher until t = TT + 60 min.

    “Serum AcAc concentration significantly increased from t = 0 min following dose one of KET ingestion (P = 0.001) and remained higher until t = TT + 60 min (Figure 4C).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Serum βHB concentrations peaked immediately following the TT (>0.4 mmol/L) rather than at ~1 h following ingestion as aimed.

    “We measured a modest increase in serum βHB concentrations in the ketone trial, reaching >0.3 mmol/L following the warm-up, but to our surprise serum βHB concentrations peaked immediately following the TT (>0.4 mmol/L; Figure 4B).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Blood lactate concentrations increased from pre-warm up at the end of stage 3 (t = 110 min) in both the KET and PLAC trials but had returned to resting values pre-TT for both trials.

    “Blood lactate concentrations increased from pre-warm up at the end of stage 3 (t = 110 min) in both the KET and PLAC trials but had returned to resting values pre- TT for both trials.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    There was a main effect of time in the KET and PLAC trials for VO2, VCO2, and RER (P < 0.001), with an increase throughout the incremental warm up from stage 1 to stage 3.

    “There was a main effect of time in the KET and PLAC trials for VO2, VCO2, and RER (P < 0.001), where an increase was observed throughout the incremental warm up from stage 1 to stage 3 (Table 1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    There was a main effect of time for BM (P < 0.001) with a similar loss in the KET (1.6 ± 0.7 kg) and PLAC (1.4 ± 0.4 kg) trials.

    “There was a main effect of time for BM (P < 0.001) where a similar loss was measured in the KET (1.6 ± 0.7 kg) and PLAC (1.4 ± 0.4 kg) trials.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Urine ketone concentration did not differ at t = 0 between KET and PLAC, but following KET ingestion, urine ketones were higher at pre-TT, post-TT, and at t = TT + 60 min for KET.

    “No differences were observed at t = 0 between KET and PLAC for urine ketone concentration, but following KET ingestion, urine ketones were higher at pre-TT, post-TT, and at t = TT + 60 min for KET.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The study conformed to the Declaration of Helsinki and was approved by the Ethics Committee of the Australian Institute of Sport.

    “This study conformed to the standards set by the Declaration of Helsinki and was approved (#20161005) by the Ethics Committee of the Australian Institute of Sport (AIS).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    There was no order effect on performance due to the crossover allocation of treatments.

    “All cyclists completed the TT in a faster time in PLAC compared with KET, with the crossover allocation of treatments meaning that there was no order effect on performance.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    High circulating concentrations of ketone bodies could inhibit the flux of other muscle substrates, either by impairing muscle carbohydrate oxidation and/or inhibiting adipose tissue lipolysis.

    “Nevertheless, there is some concern that the presence of high circulating concentrations of ketone bodies could inhibit the flux of other muscle substrates, either by impairing (rather than “sparing”) muscle CHO oxidation and/or inhibiting adipose tissue lipolysis (Evans et al., 2017).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Evans et al., 2017 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    None of the participants had previously ingested a ketone ester supplement and were therefore unable to recognize its characteristics.

    “In any case, none of the participants had previously ingested a ketone ester supplement and were therefore unable to recognize its characteristics.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    As exercise intensity increases, there is a greater reliance on carbohydrate-based fuels and a reduction in the utilization of fat substrates.

    “As exercise intensity increases, there is a greater reliance on carbohydrate (CHO) based fuels (i.e., muscle and liver glycogen, blood glucose, lactate) and a reduction in the utilization of fat substrates (Brooks and Mercier, 1994).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brooks and Mercier, 1994 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    All participants provided written informed consent.

    “After comprehensive details of the study protocol were explained to the participants verbally and in writing, all participants provided written informed consent.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    The study was a randomized crossover, double-blind, placebo-controlled design using elite professional cyclists.

    “The study was a randomized crossover, double-blind, placebo-controlled design using elite (professional) cyclists attending a pre-season camp at the AIS, Canberra.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Expired gases were collected into a calibrated Douglas bag gas analysis system.

    “During the maximal test, expired gases were collected into a calibrated and customized Douglas bag gas analysis system, as previously described (Russell et al., 2002).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Russell et al., 2002

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Participants were familiarized with the cycling ergometer and the experimental exercise protocol before the experimental phase.

    “Before commencing the experimental phase, participants visited the laboratory to complete an incremental exercise test and a familiarization with the cycling ergometer (Velotron, Racermate Inc., Seattle, WA, USA) and the experimental exercise protocol (simulated 2017 World Championships time trial course, Bergen Norway).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    All participants correctly nominated the trial in which they received KET, identifying it via gastrointestinal side-effects.

    “All participants correctly nominated the trial in which they received KET, identifying it via the gastrointestinal side-effects.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Carbohydrate and caffeine intake were standardized the evening before and morning of a trial day.

    “CHO and caffeine intake were standardized the evening before and morning of a trial day and participants were also instructed to abstain from alcohol during the 24 h period prior to a trial day.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductcitation

    The SRM cycling power meter was calibrated.

    “The set-up of the bike was performed by team mechanics to replicate each rider's unique bicycle position and was fitted with a calibrated (Gardner et al., 2004) SRM cycling power meter (scientific version, 8 strain gauge, Schoberer Rad Meβtechnik; Jülich, Germany), set to sample at 1-s intervals.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Gardner et al., 2004

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Only four of the cyclists correctly identified the trial in which they completed the time trial in the fastest time, with one cyclist equivocal.

    “However, only four of the cyclists correctly identified the trial in which they completed the TT in the fastest time, with one cyclist equivocal.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Pilot testing revealed that the intake of a small volume of diet cola immediately after the KET and PLAC drinks was able to quickly mask the taste and texture of the previous drink.

    “Pilot testing revealed that the intake of a small volume of diet cola immediately after the KET and PLAC was able to quickly mask the taste and texture of the previous drink.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The KET and PLAC drinks were not completely taste-matched, but a comparably novel and bitter-tasting placebo was prepared from flavor essences.

    “It was not possible to completely replicate the taste of the KET drink, but a comparably novel and bitter-tasting PLAC was prepared from a mixture of flavor essences (rum, almond, and bitters Angostura).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Chronic exposure to a ketogenic diet raises plasma ketone bodies to 1-2 mmol/L after several days.

    “Meanwhile, chronic exposure to a ketogenic diet [low CHO (<50 g/d), low-moderate protein (~15% of energy), high fat (75–80% of energy)] raises plasma ketone bodies to 1–2 mmol/L after several days, with concentrations reaching the apparent plateau achieved by prolonged fasting, according to the level of CHO restriction and duration of “keto-adaptation” (Pinckaers et al., 2017).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Pinckaers et al., 2017

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Ingestion of ketone salts appears to be less effective in increasing circulating ketone body concentrations and carries a significant salt load.

    “Ingestion of the former appears to be less effective in increasing circulating ketone body concentrations and carries a significant salt load (Balasse and Ooms, 1968).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Balasse and Ooms, 1968

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The ketone ester synthesized, 1,3-butanediol acetoacetate diester, is a non-ionized sodium-free and pH-neutral precursor of acetoacetate.

    “The ketone ester synthesized, 1,3-butanediol acetoacetate diester, is a non-ionized sodium-free and pH-neutral precursor of AcAc (D'Agostino et al., 2012).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites D'Agostino et al., 2012

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Ketone bodies are produced in the liver mitochondria from acetyl-CoA in response to an increased mobilization of free fatty acids from adipose tissue in situations of reduced carbohydrate availability.

    “Ketone bodies, namely D-β-hydroxybutyrate (βHB), acetone and acetoacetate (AcAc), are produced in the liver mitochondria from acetyl-CoA in response to an increased mobilization of free fatty acids (FFA) from adipose tissue in situations of reduced CHO availability (Robinson and Williamson, 1980).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Robinson and Williamson, 1980 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The variation in D-βHB concentrations via enzymatic analysis (serum) and whole blood is consistent with previous literature reporting a -0.5 to 0.6 mmol/L higher concentration with handheld monitors.

    “This variation in D-βHB concentrations via enzymatic analysis (serum) and whole blood is consistent with previous literature reporting a –0.5 to 0.6 mmol/L higher concentration with handheld monitors (Pineda and Cardoso, 2015).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Pineda and Cardoso, 2015

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Gastrointestinal discomfort and/or some direct effect of ketones on the brain increased the perception of effort, and the cyclists reduced their work output to enable the TT to be completed without premature exhaustion, in accordance with the psychobiological model of pacing.

    “This suggests that the gastrointestinal discomfort and/or some direct effect of ketones on the brain increased the perception of effort, and in accordance with the psychobiological model of pacing (Pageaux et al., 2014), our highly experienced cyclists reduced their work output to enable the TT to be completed without premature exhaustion.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Pageaux et al., 2014

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Under conditions of high carbohydrate availability, circulating concentrations of ketone bodies are low, but are slightly elevated (0.1-0.5 mmol/L) by an overnight fast and further raised by exercising in a fasted state (0.5-1.0 mmol/L).

    “As summarized in recent reviews (Egan and D'Agostino, 2016; Pinckaers et al., 2017), under conditions of high CHO availability, circulating concentrations of ketone bodies are low, but are slightly elevated (0.1–0.5 mmol/L) by an overnight fast and further raised by exercising in a fasted state (0.5–1.0 mmol/L).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Egan and D'Agostino, 2016

      Not checked in the free run.

    • cites Pinckaers et al., 2017

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Cox et al. (2016) found that ingesting CHO plus ketone ester (573 mg·kg−1 BM) induced higher blood D-βHB during submaximal cycling (~1.5-3 mmol/L) and improved time-trial performance by ~2% compared to CHO alone.

    “Their ingestion protocol induced a higher blood D-βHB concentration during submaximal cycling (ranging between ~1.5 and 3 mmol/L) and lead to a subsequent improvement in time-trial (TT) performance by ~2% following ketone ester and CHO ingestion compared to the ingestion of only CHO.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Cox et al. (2016) source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    A ketone monoester, R-3-hydroxybutyl R-3-hydroxybutyrate, increases plasma ketone concentrations (3-6 mmol/L) within the hours following its ingestion (400-600 mg/kg BM), although this may be altered by concomitant intake of food.

    “Recently, a newly produced ketone monoester, R-3-hydroxybutyl R-3-hydroxybutyrate (Clarke et al., 2012), increases in plasma ketone concentrations (3–6 mmol/L) within the hours following its ingestion (400–600 mg/kg BM), although this may be altered by concomitant intake of food (Evans et al., 2017; Pinckaers et al., 2017).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Clarke et al., 2012

      Not checked in the free run.

    • cites Evans et al., 2017 source

      Not checked in the free run.

    • cites Pinckaers et al., 2017

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The use of enzymatic analysis in the current study measures only the D-enantiomer, which is the main circulating form of βHB and the most likely to have a direct effect on substrate metabolism and skeletal muscle responses.

    “The use of enzymatic analysis in the current study measures only the D- enantiomer which is the main circulating form of βHB and the most likely to have a direct effect on substrate metabolism and skeletal muscle responses (Yamada et al., 2010).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Yamada et al., 2010

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Clarke and Cox (2015) and Cox et al. (2016) reported 1-2% improvements in 30 min rowing performance and 30 min TT performance, respectively, following ingestion of a similar ketone dose to the current study (573 vs. 500 mg/kg BM, respectively) in combination with CHO, compared to CHO alone.

    “Indeed, Clarke and Cox (2015) and Cox et al. (2016) reported 1–2% improvements in 30 min rowing performance and 30 min TT performance, respectively, following ingestion of a similar ketone dose to the current study (573 vs. 500 mg/kg BM, respectively) in combination with CHO, compared to CHO alone.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Clarke and Cox, 2015

      Not checked in the free run.

    • cites Cox et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The reduction in heart rate may be associated with a slightly reduced average power output in the ketone trial.

    “We also reported a modest reduction in heart rate during the TT in the ketone trial compared to the placebo trial (5 bpm) which may be associated with a slightly reduced average power output and in the ketone trial.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Cox et al. (2016) reported an increase in βHB concentrations to ~2 mmol/L within 20 min of ketone ester ingestion when co-ingested with CHO or ~4 mmol/L when ingested alone.

    “Cox et al. (2016) reported an increased in βHB concentrations to ~2 mmol/L within 20 min of ketone ester ingestion when co-ingested with CHO or ~4 mmol/L when ingested alone.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Cox et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The world-class cyclists who participated were personally motivated to receive individual and group results, and were highly experienced in TT cycling as well as familiarized to the specific laboratory-based course simulation.

    “Furthermore, the world-class cyclists from the team who participated in the study were personally motivated to receive individual and group results, and were highly experienced in TT cycling as well as familiarized to the specific laboratory-based course simulation.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Despite optimal nutritional support, ketone ingestion was associated with an increase in perception of effort, leading to an impairment of TT performance in elite professional cyclists.

    “Despite optimal nutritional support (i.e., CHO breakfast, feeding during the TT and caffeine ingestion) for performance, ketone ingestion was associated with an increase in perception of effort, leading to an impairment of TT performance in elite professional cyclists.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductcitation

    The study did not estimate rates of substrate oxidation because βHB and AcAc yield respiratory exchange quotient values of 0.89 and 1.00, respectively, and without appropriate correction factors for CO2 displacement and urine volume this would lead to an inaccurate representation of substrate utilization.

    “We have not estimated rates of substrate oxidation rates due to βHB and AcAc yielding respiratory exchange quotient values of 0.89 and 1.00, respectively and thus without appropriate correction factors for CO2 displacement and urine volume this would lead to an inaccurate representation of substrate utilization (Frayn, 1983; Pinckaers et al., 2017).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Frayn, 1983

      Not checked in the free run.

    • cites Pinckaers et al., 2017

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Team sports scientists provided a simulation of the profile of the 2017 World Championships TT course (Bergen, Norway) on a cycle ergometer.

    “Team sports scientists were able to provide a simulation of the profile of the 2017 World Championships TT course (Bergen, Norway) on a cycle ergometer.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    These side effects have been associated with high dose of ketone ester and the consumption of the ester with a milk-based drink.

    “These side effects have been associated with high dose of ketone ester and the consumption of the ester with a milk-based drink (Clarke and Cox, 2015).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Clarke and Cox, 2015

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The high ketone concentrations in the urine suggest that ketones are not being oxidized at the skeletal muscle.

    “Alternatively the high ketone concentrations in the urine suggest that the ketones are not being oxidized at the skeletal muscle.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    The variation in serum βHB is likely explained by a range of factors including the different ketone esters used, the elite training status of cyclists, and the different pre-ingestion nutritional strategies.

    “This variation in serum βHB is likely explained by a range of factors including the different ketone esters used, the elite training status of cyclists in the current study and the different pre-ingestion nutritional strategies were the current study focused on appropriate race preparation practices.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The ketone diester used in the study is sufficiently similar to the ketone monoester used by Cox et al. (2016) to allow comparison of their effects on performance and metabolism.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    Race nutrition strategies (24 h prior, pre-race and during race) were standardized and made realistic by involving meal preparation by the team chef to suit both sports nutrition guidelines and the cultural practices of the riders.

    “Race nutrition strategies (24 h prior, pre-race and during race) were standardized and made realistic by involving meal preparation by the team chef to suit both sports nutrition guidelines (Thomas et al., 2016) and the cultural practices of the riders.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thomas et al., 2016 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    The lack of RER differences could be related to the absolute exercise intensities attained by the elite subjects (155, 310, 355 W).

    “No differences in RER were measured between the ketone and placebo trials, although this could be related to the absolute exercise intensities attained by our elite subjects (155, 310, 355 W).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation

    The difference in FFA concentration between the ketone and placebo trials could be related to circulating ketone bodies having the ability to suppress lipolysis via inhibition of catecholamine's.

    “However, the difference in FFA concentration between the ketone and placebo trials could be related to circulating ketone bodies having the ability to suppress lipolysis via inhibition of catecholamine's (Bjorntorp and Schersten, 1967).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bjorntorp and Schersten, 1967

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Participants were cycling at 340-350 W during the TT, and thus the estimated contribution of FFA oxidation to total energy expenditure would likely be low as at this intensity the muscle relies predominantly on CHO-based fuels.

    “Participants were cycling at 340–350 W during the TT and thus estimated contribution of FFA oxidation to total energy expenditure would likely be low as at this intensity, the muscle relies predominately on CHO-based fuels (Hawley and Leckey, 2015).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hawley and Leckey, 2015

      Not checked in the free run.

57 of 57
  • The paper relies on this without support.

    The simulated 2017 Bergen World Championship time-trial course on a cycling ergometer is representative of real-world professional cycling time-trial competition.

    “simulation of a real-life course”
    “The TT consisted of a simulation of the 2017 Bergen World Championship TT course, based on global positioning system (GPS) mapping data (road altitude and distance) collected by the Orica cycling team staff (M. Quod, unpublished observations).”
  • The paper relies on this without support.

    The standardized carbohydrate breakfast with 200 mg caffeine mimics typical race preparations.

    “Following a resting blood sample (t = 0 min), participants were provided their standardized CHO breakfast including 200 mg caffeine (NO-DOZ Awakeners, Key Pharmaceuticals Pty Ltd, Macquarie Park, Australia), to mimic typical race preparations.”
  • The paper relies on this without support.

    The ketone diester used in the study is sufficiently similar to the ketone monoester used by Cox et al. (2016) to allow comparison of their effects on performance and metabolism.

    “Due to the lack of a commercial supply, we were unable to obtain the ketone monoester supplement used in the study of Cox et al. (2016). However, we were able to source a diester that is currently being investigated as a potential treatment for seizures resulting from central nervous system oxygen toxicity (D'Agostino et al., 2013) and used in a similar dose to Cox et al. (2016).”
  • The paper relies on this without support.

    The 1,3-butanediol acetoacetate diester elevates both βHB and AcAc in a 1:1 ratio.

    “This diester contains a racemic mixture of βHB (i.e., contains both D- and L- enantiomers of the βHB) and has the ability to elevate both βHB and AcAc in a 1:1 ratio.”
  • The paper relies on this without support.

    The laboratory simulation of the 2017 World Championships TT course on a cycle ergometer is representative of real-life competition conditions.

    “Team sports scientists were able to provide a simulation of the profile of the 2017 World Championships TT course (Bergen, Norway) on a cycle ergometer.”
5 of 5

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • First ketone dose timing conflicts with the trial schedule

    Minor

    The methods place the first dose at t = 70 min, followed by the second dose at t = 90 min, a 20-minute warm-up, and a 5-minute rest before the TT. That puts the first dose about 45 minutes before the TT, not 70 minutes before it.

  • Abstract reports higher perceived effort despite no RPE difference

    Minor

    The abstract says ketone ingestion was associated with higher perceived effort, but the results explicitly report no difference in ratings of perceived exertion between trials.

2 of 2

Cites

Flagged first, then by citations

Research works printed but not linked: 2

  1. Clarke, 2015, Ketone Bodies and Ketone Body Esters for Maintaining or Improving Muscle Power Output
  2. D'Agostino, 2012, Use of Ketone Esters for Prevention of CNS Oxygen Toxicity

Cited by

Sorted by citations

Authors
Leckey, J. J., Ross, M. L., Quod, M., Hawley, J. A., & Burke, L. M.
Affiliations
  • Australian Catholic University (AU)
  • Orica (Australia) (AU)
  • Liverpool John Moores University (GB)
Corresponding author
Burke, Louise M.
Venue
Frontiers in Physiology
Published
2017-10-23
Volume
8
Pages
806-806
ISSN
1664-042X (ISSN-L)
OpenAlex
W2760346911
Cited by
129
References
23
Citations by year
2026: 4 · 2025: 10 · 2024: 10 · 2023: 16 · 2022: 14 · 2021: 10 · 2020: 26 · 2019: 26 · 2018: 12
FWCI
12.95
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Frontiers in Physiology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research Bank (Australian Catholic University) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Australian Catholic University (ACURF. 2017000034)
Topics
  • Health Sciences › Medicine › Physiology › Diet and metabolism studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Muscle metabolism and nutrition
  • Health Sciences › Medicine › Orthopedics and Sports Medicine › Sports Performance and Training
Keywords
cycling time trial, professional cyclists, hyperketonemia, beta-hydroxybutyrate, acetoacetate, substrate metabolism, perceived exertion, carbohydrate feeding, caffeine

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Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.

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