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PLOS One logoLink to PLOS One
. 2024 Dec 31;19(12):e0312997. doi: 10.1371/journal.pone.0312997

Dileucine ingestion, but not leucine, increases lower body strength and performance following resistance training: A double-blind, randomized, placebo-controlled trial

Anthony M Hagele 1, Joesi M Krieger 1, Connor J Gaige 1, Kevin F Holley 1, Kristen N Gross 1, Joshua M Iannotti 1, Leah E Allen 1, Paige J Sutton 1, Logan S Orr 1, Petey W Mumford 1, Martin Purpura 2,3, Ralf Jager 2,3, Chad M Kerksick 1,*
Editor: Krzysztof Durkalec-Michalski4
PMCID: PMC11687731  PMID: 39739679

Abstract

Background

The essential amino acid leucine (LEU) plays a crucial role in promoting resistance-training adaptations. Dileucine (DILEU), a LEU-LEU dipeptide, increases MPS rates, however its impact on resistance training outcomes remains unexplored. This study assessed the effects of DILEU supplementation on resistance training adaptations.

Methods

Using a randomized, double-blind, placebo-controlled approach, 34 resistance-trained males (age: 28.3 ± 5.9 years) consumed 2 grams of either DILEU monohydrate (RAMPS, Ingenious Ingredients, L.P.), LEU, or placebo (PLA) while following a 4-day per week resistance training program for 10 weeks. Changes in body composition, 1-repetition maximum (1RM) and repetitions to failure (RTF) for leg press (LP) and bench press (BP), anaerobic capacity, countermovement jump (CMJ), and maximal voluntary contraction (MVC) were assessed after 0 and 10 weeks.

Results

Significant main effects for time (p < 0.001) were realized for LP and BP 1RM and RTF. A significant group × time interaction was identified for changes in LP 1RM (p = 0.02) and LP RTF (p = 0.03). Greater increases in LP 1RM were observed in DILEU compared to PLA (p = 0.02; 95% CI: 5.8, 73.2 kg), and greater increases in LP RTF in DILEU compared to LEU (p = 0.04; 95% CI: 0.58, 20.3 reps). No significant differences were found in other measures.

Conclusions

DILEU supplementation at 2 grams daily enhanced lower body strength and muscular endurance in resistance-trained males more effectively than LEU or PLA. These findings suggest DILEU as a potentially effective supplement for improving adaptations to resistance training.

NCT06121869 retrospectively registered.

Introduction

Skeletal muscle, known for its remarkable adaptability to external stimuli such as exercise, and nutrition [1], plays a critical role in the context of athletic performance [2]. The building and maintenance of muscle mass, which directly influences muscle strength, is effectively achieved through resistance training using an appropriate stimulus [3]. Such training induces an increase in muscle protein synthesis (MPS) via mechanical load [4], which can be amplified through adequate nutrient availability [5].

Over the last decade, leucine (LEU), an essential amino acid, has garnered considerable attention for its role in stimulating MPS in both animal and human models [6, 7]. As an anabolic activator for the mammalian target of rapamycin complex 1 (mTORC1) pathway, LEU facilitates the assembly of MPS machinery at the ribosomal level [8]. The mTORC1 pathway integrates signals from nutrient availability and resistance exercise, enhancing MPS through the phosphorylation of key proteins such as the ribosomal protein S6 kinase (p70S6K) and the eukaryotic translation initiation factor 4E-binding protein (4E-BP1) [9, 10]. This process underscores LEU’s potential in amplifying the anabolic response when timed with exercise.

Achieving a certain LEU threshold within skeletal muscle is critical for maximizing the pathway’s activation. Empirical evidence suggests a dose-dependent relationship for LEU, with 1.7 to 3.9 g being optimal for stimulating MPS and facilitating muscle recovery post-exercise [1113]. The LEU content in various protein sources varies significantly, with whey protein containing the highest content (~12–14%), and animal (8–9% for non-dairy sources) and dairy (>10%) generally having higher amounts than plant proteins (6–8%) [14, 15]. This variation affects their anabolic potential, as proteins with higher LEU content are likely to more effectively trigger the mTORC1 pathway, thus promoting greater muscle recovery and growth [16, 17]. Chronic intake of LEU, especially when aligned with a resistance training regimen, has been shown to enhance muscle strength and hypertrophy, leading to exploration of LEU-rich supplements to enhance adaptations to resistance training [18].

The focus within nutritional science has shifted towards understanding the role of food-borne peptides (e.g., di- or tripeptides) and their incorporation as components of anabolic feeding formulations. Early evidence has suggested absorption rates of dipeptides can be similar to, and at times even exceed those of comparable amino acids [19]. Dileucine (DILEU), a peptide comprised of two LEU molecules, represents a particularly intriguing compound due to its unique dipeptide structure, and its potential to facilitate more efficient absorption and utilization than LEU alone [20]. DILEU is transported into the intestinal endothelium via the PepT1 H+/peptide cotransporter, potentially making it more rapidly available to muscle tissue, expediting and amplifying its anabolic effects post-ingestion [21]. Despite its promising profile, research into the direct impact of DILEU supplementation remains sparse. Foundational evidence by Paulussen et al. [20] demonstrated that DILEU elevates plasma concentrations and stimulates MPS rates more effectively than LEU alone. Additionally, the rate at which LEU concentrations rise in the bloodstream could be a determining factor for the anabolic efficiency of dietary proteins [22]. As Paulussen et al. [20] showed, DILEU absorption rates and area under the curve values were significantly elevated, suggesting that DILEU supplementation could create a more potent or prolonged anabolic environment conducive to muscle growth and recovery. However empirical evidence to support this theory is notably lacking.

The primary aim of this study was to compare the observed changes in resistance-training adaptations after supplementation of similar amounts of LEU, DILEU, or a placebo (PLA) in healthy resistance-trained males following a 10-week resistance training program. The choice of a 10-week duration for this study is supported by previous research showing that significant changes in resistance training outcomes can be observed over a period of 8–12 weeks [2325]. Given the role of LEU in protein synthesis and its documented dose-response relationship with MPS [26], it was plausible that DILEU could offer a more pronounced benefit due to its dipeptide structure. This speculation is grounded in the understanding that peptides can exert different physiological effects compared to their constituent amino acids when ingested in isolation [27]. We hypothesize that DILEU supplementation would result in greater resistance training adaptations, resulting in improvements in muscular strength, muscular endurance, and power along with improvements in body composition when compared to LEU or a PLA for 10-weeks while engaged in a heavy resistance training program.

Methods

Experimental design

The study utilized a randomized, double-blind approach where participants were equally distributed into groups based on their fat-free mass to ensure a balanced representation in each group. The study was conducted according to the guidelines of the Declaration of Helsinki and approved by the Institutional Review Board of Lindenwood University (IRB-21-64; Date: 18 DEC 2020). Recruitment for the study began 7 MAY 2021 and ended 29 JUN 2023. Written informed consent was obtained from all participants prior to their participation in the study. A priori statistical analysis of previous strength outcomes using a similar study design [25] using G*Power [28] revealed that achieving an effect size of 0.25–0.50 with an alpha level of 0.05 and power of 0.80, using a 3 × 2 mixed factorial ANOVA with repeated measures on time, would require a sample size of 8–11 per group for a total of 24–33 participants. Participants supplemented with 2 g of either DILEU, LEU, or PLA for 10-weeks. The supplementation period coincided with a linear periodized, resistance training program, consisting of two upper body and two lower body workouts each week, totaling 40 workouts. Supplements were ingested within 60-minutes post-workout on training days, or with the first meal of the day on non-training days. Resting assessments included body mass, body water (total, extracellular, intracellular), body composition (fat mass, fat-free mass, dry lean mass, and % fat), and muscle thickness (mid-thigh and vastus lateralis). Performance assessments included muscular strength (one-repetition maximum [1RM]) and muscular endurance (repetitions to fatigue at a load of 80% 1RM, [RTF]) were evaluated using the bench press and leg press exercise. Additionally, we conducted countermovement jumps to assess lower-body power, isometric mid-thigh pull to assess total body force production, and Wingate anaerobic capacity tests to assess anaerobic power. All anthropometric, body composition, and performance assessments were completed during an initial screening visit, and repeated after 0, 2, 6, and 10 of weeks of resistance training. Before each laboratory visit, participants fasted for 8 hours and refrained from exercise, caffeine, nicotine, and alcohol for a minimum of 24 hours to ensure accurate and consistent measurement conditions. Participants were provided nutritional recommendations to ensure adequate energy (>30 g∙kg-1∙d-1) and protein consumption (>1.5 g∙kg-1∙d-1) aiming to facilitate positive training adaptations and reduce the potential influence of differing dietary intakes [29, 30]. A compliance threshold of 90% was set, with participants falling below this level being subject to removal from the study. This study was retroactively registered on clinicaltrials.gov (NCT06121869).

Study participants

Healthy, resistance trained males (n = 34, age 28 ± 6 years, height: 176.0 ± 7.4 cm, weight: 78.4 ± 10.9 kg, body mass index: 25.5 ± 3.7 kg∙m⁻2, body fat %: 19.1 ± 3.9% fat) completed the entire study protocol. To be eligible, participants self-reported at least 1 year of resistance training experience, could bench press ≥ 1.0x their body weight, could leg press ≥ 1.5x their body weight, and had a BMI less than 25 kg∙m⁻2. Participants with a BMI ≥ 25 were accepted if their body fat % (determined by DXA) was ≤ 25% fat. Additionally, participants were required to discontinue all ergogenic nutritional supplements (e.g., creatine monohydrate, β-alanine) except for multi-vitamins/minerals for 30 days before and during participation in the study. Participants currently using or reporting usage of anabolic-androgenic steroids within the past 12 months were excluded.

Anthropometric assessments

During the initial assessment, participants’ height was measured using a wall-mounted stadiometer (HR-200, Tanita Corp, Inc, Tokyo, Japan) to the nearest ±0.5 cm, without shoes. Body mass was measured on each study visit with a self-calibrating digital scale (Tanita BWB-627A, Tokyo, Japan) to the nearest ±0.1 kg. Weight stability was confirmed by comparing screening visit and week 0 body masses; a deviation of more than 2% was deemed non-weight stable and resulted in exclusion from the study.

Body composition

Body composition was assessed using dual-energy X-ray absorptiometry (DXA) with the Hologic QDR Horizon W system (Hologic, Inc., Bedford, MA, USA). A trained research team member conducted and analyzed all scans. The DXA device was calibrated daily in accordance with the manufacturer’s recommendations, and data analysis was conducted using the provided software (Hologic APEX Software, Version 5.6, Hologic Inc., Bedford, MA, USA). Before all body composition assessments, participants provided a urine sample (2–5 mL) for analysis of urine-specific gravity (USG) using a handheld refractometer (Aichose, XSC Co., Ltd., Guangdong, CHN). Participants with a USG value ≤ 1.020 were considered well-hydrated, with participants above this USG threshold were provided water ad libitum until their USG reached ≤ 1.020 or rescheduled to a different day. Due to a critical failure of the DXA machine that required replacement, DXA variables were computed with 6 finishers in the LEU group, 7 finishers in the DILEU group, and 9 finishers in the PLA group. Measured body composition parameters included fat-free mass, fat mass, and % body fat. The test-retest reliability of DXA measurements for fat mass (CV: 3.9%, ICC: 0.96) and fat-free mass (CV: 1.14%, ICC: 0.99).

Following DXA assessments, total body water (TBW), intracellular body water, and extracellular body water was assessed using bioelectrical impedance analysis (BIA) (InBody 570, InBody, Beverly Hills, CA, USA). Test-retest reliability using our device has been previously established for BIA TBW (CV: 7.9%, ICC: 0.99).

After completing the BIA assessment, mid-thigh (MT) and vastus lateralis (VL) muscle thickness were measured using a GE Doppler Ultrasound Scanner (General Electric Healthcare, Chicago, IL, USA) equipped with a multi-frequency linear-array transducer (Logiq S7 R2 Expert, General Electric Healthcare, Chicago, IL, USA). MT images were captured at the midway point between the mid-inguinal crease and the lateral epicondyle of the femur in the transverse plane, while VL images were taken at the mid-point of the VL between the greater trochanter and the lateral epicondyle of the femur. Both MT and VL measures were taken after participants rested in a supine position for 10 minutes. All images were collected at a depth in which the edge of the femur was visible, and this depth was held constant for all image collection timepoints. All ultrasound settings (frequency: 10 MHz, gain: 50db, dynamic range: 75), with the exception of depth, were held constant across all participants and time points. Three images per participant were captured at each timepoint and averaged. Following the conclusion of the study, images were analyzed using ImageJ software (Version 1.54g, National Institutes of Health, Bethesda, MD, USA). MT and VL thickness was measured using the straight-line function and defined as the distance between the subcutaneous adipose tissue-vastus lateralis interface and the deep aponeurosis. To establish measurement reliability, the same experienced rater performed all measurements for each participant. Test-retest reliability was previously determined for MT (CV 4.08%, ICC 0.96) and VL (CV: 1.03%, ICC: 0.98).

Performance assessments

Maximal strength

Muscular strength was assessed through 1RM measurements using both the leg press and bench press exercises. Before determining 1RM, participants completed a standardized lower- and upper-body warm-up consisting of simple stretches and body weight movements. Using a protocol consistent with the recommendations of the National Strength and Conditioning Association [31], participants completed one set of 10 repetitions using only the sled (for leg press) or barbell (for bench press). The warm-up progressed in a systematic manner including five repetitions at 50% of their perceived 1RM, three repetitions at 75% of their perceived 1RM, and 90% of their perceived 1RM. A two-minute rest was observed between each set. One-repetition sets were then completed with progressively increasing loads until 1RM was determined within three to five one-repetition attempts, with two minutes of rest between each attempt. Subsequent 1RM assessments (weeks 2, 6, and 10) were completed using the participant’s previously established 1RM as a reference for establishing loads during the testing. Participants had a minimum of five minutes of rest between determination of their 1RM and completion of the next test. All leg press repetitions were performed on a commercial, 45-degree leg press machine (XFW-7800 Leg Press, True Fitness, St. Louis, MO, USA). Foot position and hip angle were standardized by recording the heel position during the initial testing and maintain this position for future 1RM determinations. Participants initiated each leg press repetition from the bottom position, with their knees in approximately 90 degrees of flexion, and concentrically contracted their legs to fully extend the knees while completing each repetition. They were required to keep their hands clear of their knees, thighs, and torso. All bench press repetitions were completed using a standard adjustable bench press and knurled barbell (Rogue 20kg Ohio Power Bar, Rogue Fitness, Columbus, OH, USA). Hand spacing was standardized for each set by recording the width of the hands. Adhering to technique standards, participants were required to maintain five points of contact during all bench press repetitions and lower the bar to the sternum and press back until both elbows reached full extension. Two experienced research team members were present to ensure proper technique for both exercises. Total strength was computed by calculating the sum of leg press 1RM and bench press 1RM for each individual.

Muscular endurance

Approximately five minutes after establishing the respective 1RM for leg press and bench press, participants completed lower- and upper-body RTF assessments using a load corresponding to 80% of their week 0 1RM for both leg press and bench press, respectively. Participants performed as many repetitions as possible until failure, while maintaining proper lifting technique and full range of motion throughout all repetitions. Each test was terminated when technique failure occurred throughout any repetition or if the participant paused for more than two seconds between repetitions. The number of successfully completed repetitions was counted and recorded. A five-minute rest was observed before proceeding to the next test. These tests were conducted in the exercise lab and were supervised by trained research assistants. Total repetitions was computed by calculating the sum of leg press repetitions and bench press repetitions completed for each individual.

Countermovement jump

Bilateral countermovement jumps were completed to evaluate lower-body power production. Participants performed five maximal jumps on force platforms sampling at 1000Hz (Hawkins Dynamics, Westbrook, ME, USA) with a 30-second rest between each jump. Participants began each jump in an athletic stance with their hands on their hips, then performed an initial downward movement by flexing at the knees and hips, which were then immediately extended for a maximal vertical jump. Hands remained on hips throughout the entire repetition. The trial with the highest jump height was recorded.

Isometric mid-thigh pull test

Maximal force production was assessed using an isometric mid-thigh pull (IMTP). Participants performed three five-second maximal pulls, with a minute of rest between each repetition. Participants were positioned according to the methodology of Comfort et al. [32] using a custom rig apparatus with two uniaxial force plates sampling at 1000Hz (PASCO Scientific, Roseville, CA, USA). An adjustable-height horizontal bar was attached to the mid-thigh pull rig, with the bar height recorded during the initial assessment and replicated during all testing sessions. Participants were verbally encouraged to pull upward as hard and fast as possible using a double overhand grip and wrist wraps. The highest peak force of the three attempts was recorded.

Anaerobic capacity

Anaerobic capacity was assessed using the Wingate anaerobic capacity test on a magnetically braked cycle ergometer (Lode Excalibur Sport, Groningen, NED). The resistance for all Wingate testing was set at 7.5% [33] of their Week 0 body weight (kg) for each participant and was not changed for any subsequent testing. The testing protocol began with a 60-second warm-up consisting of light pedaling (≤ 90 rpm) against zero resistance. After the warm-up, participants were provided with a five-second count down where they were instructed to increase their pedaling cadence to reach their maximum cadence. At the end of the five-second count down and with each participant pedaling at their maximum cadence, the resistance was applied by the cycle ergometer and participants were instructed to continue pedaling as fast as possible against their allotted resistance for the 30-second test. Verbal encouragement was provided throughout the 30-second sprint, with no feedback regarding elapsed time. Saddle height and position, and handlebar height and depth were recorded during the initial assessment and standardized for each subsequent test. Peak power, average power, total work, and fatigue index were computed and used as indicators of anaerobic power.

Resistance training program

A template of the resistance training program is outlined in Table 1. Participants were provided with paper training cards following completion of the week 0 performance assessment and updated their training log after each workout. The resistance training program followed a linear, split-body periodization program with two upper-body and two lower-body workouts each week [23]. A progressive overload scheme was followed to facilitate increases in strength and muscle mass. For the first six weeks (weeks 1–6), each workout consisted of three sets of ten repetitions at a 10-repetition max (RM) load. On the final set of each exercise, participants performed as many repetitions as they were able. Following the autoregulatory model introduced by Mann et al. [34], if participants were able to complete 12 or more repetitions on their final set, they were instructed to increase the load for their next workout. During the final four weeks (weeks 7–10), each workout consisted of four sets of six repetitions at a 6 RM. Again, participants completed as many repetitions as they were able to on their final set. If participants completed seven or more repetitions on their final set, they were assigned to the next highest load for their next workout [34]. One minute of rest was allotted between sets for weeks 1–6, while two minutes of rest were allotted between sets for weeks 7–10. Each resistance training session took approximately 60 minutes to complete. Completion of the program was not directly supervised. To maximize ecological validity, participants completed their workouts in the facility of their choosing, provided they had access to all equipment necessary to complete the exercises within the program.

Table 1. Sample resistance training program.

Weeks Day 1, Day 3 Day 2, Day 4
1–6a Bench press, 3 × 10 RM Back squat or leg press, 3 × 10 RM
Chest flies, 3 × 10 RM Leg extension, 3 × 10 RM
Lat pulldown, 3 × 10 RM Romanian deadlift, 3 × 10 RM
Seated row, 3 × 10 RM Split squat, 3 × 10 RM
Shoulder press, 3 × 10 RM Leg curl, 3 × 10 RM
Shoulder shrug, 3 × 10 RM Calf raise, 3 × 10 RM
Biceps curl, 3 × 10 RM Ab crunches, 3 × 25
Triceps extension, 3 × 10 RM
7–10b Bench press, 4 × 6 RM Back squat or leg press, 4 × 6 RM
Chest flies, 4 × 6 RM Leg extension, 4 × 6 RM
Lat pulldown, 4 × 6 RM Romanian deadlift, 4 × 6 RM
Seated row, 4 × 6 RM Split squat, 4 × 6 RM
Shoulder press, 4 × 6 RM Leg curl, 4 × 6 RM
Shoulder shrug, 4 × 6 RM Calf raise, 4 × 6 RM
Biceps curl, 4 × 6 RM Ab crunches, 3 × 25
Triceps extension, 4 × 6 RM

a One-minute rest between sets

b Two-minutes rest between sets

Dietary protocol

After the week 0 performance assessment, participants were provided daily dietary recommendations. A range of daily caloric needs was estimated for each study participant by calculating resting energy expenditure using an average of the Harris-Benedict [35] and Mifflin-St. Joer [36] formulas and then multiplying that value by an activity factor of 1.6 and 1.8. Participants were also instructed to maintain a daily protein intake of 1.6 to 1.8 g of protein per kilogram of body mass [29]. Participants were required to log their dietary intake at least three days before each study visit using an online dietary assessment tool (ASA-24; https://asa24.nci.nih.gov/; Accessed: 6 Dec 2023). To achieve compliance with the dietary recommendations outlined above, study participants were provided a binder that outlined their recommended energy and protein intakes throughout the study protocol. Participants were given sample meal plans with recommended meal options to meet their goals, and examples of how to successfully complete the food recall in addition to graphic-based examples of portion size estimators. Food recall records were reviewed by laboratory staff during each study visit to assess whether participants met energy and protein requirements throughout the study.

Supplementation protocol

Following performance assessments at week 0 and before beginning the resistance-training program, participants were randomly assigned in a double-blind fashion based on their baseline DXA fat-free mass using an online software program (https://randomizer.org; Accessed 6 Dec 2023). Participants were asked to ingest isomolar amounts of either 2 g of DILEU monohydrate (L-Leucyl-L-Leucine monohydrate as RAMPS, Ingenious Ingredients, L.P., Lewisville, TX, USA), 2 g of LEU (NNB Nutrition, Nanjing, China), or 2 g of PLA (resistant starch, NNB Nutrition, Nanjing, China) daily, and were required to return to the laboratory every 30 days to receive additional supplement. Each dose was consumed in capsule form and ingested along with eight ounces of water. On workout days, participants ingested their assigned dose within 60 minutes of completing their workout. On non-workout days, one dose was ingested with their morning meal. Additional analytical verification was completed which revealed the test product to be 99.7% L-Leucyl-L-Leucine monohydrate.

Compliance monitoring

Participants maintained a participant diary in their workout binder, logging their supplement consumption on both training and non-training days. Compliance with the supplementation regimen was monitored when participants returned to the laboratory to receive an additional 30 doses of their assigned supplement. During these visits, research team members reviewed capsule counts and participant diaries and confirmed any questions with the study protocol. Supplement compliance was calculated as the percentage of days in which compliance was achieved divided by the number of days in the protocol.

To monitor compliance with the resistance training program, participants were instructed to complete paper-based training cards, recording exercise choice, reps, and loads. Research team members monitored the completion of the logs weekly and at each study visit, using email or phone calls to facilitate compliance. Participants were also required to submit a photograph of themselves at the gym, documenting their presence before or after workouts. Compliance was calculated as the percentage of completed workouts.

Adverse event reporting

The occurrence of adverse events was recorded throughout the entire duration of the study using spontaneous reporting by the study participants, interaction of a research team member with a study participant, or through review of a study participant’s research file. All recorded events were systematically categorized using MedDRA system organ class and lowest level terms (LLT) before being graded using Common Terminology Criteria for Adverse Events ([CTCAE] Version 5.0, U.S. Department of Health, and Human Services (published: November 27, 2017)).

Statistical analysis

All statistical analysis was completed in a blinded fashion using IBM SPSS 27 (Armonk, NY, USA), with figures generated using GraphPad (La Jolla, CA, USA). Data are presented as means ± standard deviations. For all dependent measures, descriptive statistics (means and standard deviations) were calculated. Data was first analyzed for normality, skewness, and kurtosis. All non-normal data was log-transformed prior to analysis. For all statistical tests, data was considered statistically significant when the probability of type 1 error was 0.095 or less. The primary endpoints of this analysis were considered to be the delta (Week 10 –Week 0) value for DXA fat-free mass and leg press 1RM. Secondary endpoints were the delta (Week 10 –Week 0) values for DXA fat mass, DXA lean mass, and DXA % body fat, along with bench press 1RM, bench press RTF, leg press RTF, total strength, total repetitions, peak force from IMTP, jump height, peak propulsive force, peak anaerobic power, mean anaerobic power, and total work. A 3 × 2 mixed factorial (group × time) ANOVA with repeated measures on time were used to determine any statistically significant differences for time and group main effects and group × time interactions. Further, delta changes were calculated, and between-group differences of these changes were evaluated using one-way ANOVA with Tukey post-hoc tests being applied. Additionally, 95% confidence intervals were constructed on the between-group differences of the observed changes from baseline.

Results

Subject compliance and baseline characteristics

The Consolidated Standards of Reporting Trials (CONSORT) diagram for this study is presented in Fig 1. Briefly, a total of 587 potential participants were recruited for the study. Of these individuals, 141 failed pre-screening, and 113 were consented. Of the 113 participants that provided consent and began the study, 25 declined to participate and 32 did not qualify. Of the 57 that qualified and began the study, 34 successfully completed the intervention (PLA n = 12, LEU n = 11, DILEU n = 11).

Fig 1. CONSORT diagram.

Fig 1

There were no baseline differences between supplement groups for select dependent variables related to age, body composition, or strength (see Table 2 for p-values). Overall, supplement and resistance training compliance was 97.6%.

Table 2. Baseline characteristics.

Variable Group Mean ± SD p-value
Age (years) LEU (n = 11) 26.0 ± 6.3 0.17
DILEU (n = 11) 30.7 ± 5.4
PLA (n = 12) 28.2 ± 5.4
Height (cm) LEU 175.5 ± 8.4 0.74
DILEU 177.5 ± 7.7
PLA 175.1 ± 6.5
Body Mass (kg) LEU 81.2 ± 10.2 0.51
DILEU 75.5 ± 8.2
PLA 78.3 ± 13.4
Body Mass Index (kg∙m⁻2) LEU 26.5 ± 4.1 0.41
DILEU 24.3 ± 2.6
PLA 25.5 ± 4.0
DXA % Fat (%) LEU (n = 6) 17.8 ± 4.7 0.50
DILEU (n = 7) 19.4 ± 3.6
PLA (n = 9) 19.7 ± 2.5
DXA Fat-Free Mass (kg) LEU 62.1 ± 8.9 0.48
DILEU 58.5 ± 6.0
PLA 62.8 ± 7.0
Relative Leg Press (kg∙kg⁻¹ Body Mass) LEU 3.57 ± 0.62 0.72
DILEU 3.37 ± 0.94
PLA 3.60 ± 0.56
Relative Bench Press (kg∙kg⁻¹ Body Mass) LEU 1.27 ± 0.23 0.53
DILEU 1.16 ± 0.32
PLA 1.22 ± 0.15

Data are presented as means ± SD; p = probability level of making Type I error; cm = centimeters; kg = kilograms; m = meters; DXA = dual energy x-ray absorptiometry; DILEU = dileucine; LEU = leucine; PLA = placebo

Self-reported dietary intakes

Self-reported dietary data from Week 0 and Week 10 were analyzed using raw dietary intake and dietary intake that was normalized to each participant’s body mass. As seen in Table 3, group × time interactions, time, and group effects for all non-normalized data for energy (kcal∙d⁻¹) (group × time: p = 0.63; group: p = 0.34; time: p = 0.26), carbohydrate (g∙d⁻¹) (group × time: p = 0.53; group: p = 0.18; time: p = 0.21), protein (g∙d⁻¹) (group × time: p = 0.71; group: p = 0.50; time: p = 0.51), and fat (g∙d⁻¹) (group × time: p = 0.34; group: p = 0.62; time: p = 0.35) were non-significant. Additionally, similar outcomes were revealed when all data was represented relative to each person’s recorded body mass: normalized energy (kcal·kg⁻¹·d⁻¹) (group × time: p = 0.48; group: p = 0.47; time: p = 0.39), normalized carbohydrate (g·kg⁻¹·d⁻¹) (group × time: p = 0.62; group: p = 0.28; time: p = 0.24), normalized protein (g·kg⁻¹·d⁻¹) (group × time: p = 0.79; group: p = 0.43; time: p = 0.75), and normalized fat (g·kg⁻¹·d⁻¹) (group × time: p = 0.23; group: p = 0.85; time: p = 0.51).

Table 3. Dietary variables.

Variable Group Week 0 Week 10 Mixed Factorial (p)
Energy (kcal·d⁻¹) LEU 2611 ± 839 2869 ± 790 G 0.34
DILEU 2379 ± 682 2351 ± 732 T 0.26
PLA 2583 ± 563 2801 ± 845 G × T 0.63
Carbohydrate (g·d⁻¹) LEU 269.5 ± 86.1 304.6 ± 94.0 G 0.18
DILEU 209.4 ± 66.4 232.1 ± 83.8 T 0.21
PLA 279.7 ± 112.1 276.2 ± 130.0 G × T 0.53
Protein (g·d⁻¹) LEU 129.2 ± 52.6 140.9 ± 52.7 G 0.50
DILEU 121.4 ± 31.7 127.1 ± 47.7 T 0.51
PLA 144.2 ± 33.2 141.2 ± 34.6 G × T 0.71
Fat (g·d⁻¹) LEU 114.6 ± 48.5 123.2 ± 41.9 G 0.62
DILEU 110.6 ± 42.6 104.1 ± 40.3 T 0.35
PLA 97.1 ± 32.8 112.1 ± 37.2 G × T 0.34
Relative Energy Intake (kcal·kg⁻¹·d⁻¹) LEU 32.4 ± 11.1 35.4 ± 11.5 G 0.47
DILEU 31.0 ± 9.6 29.6 ± 9.1 T 0.39
PLA 33.7 ± 8.8 36.8 ± 14.7 G × T 0.48
Relative Carbohydrate (g·kg⁻¹·d⁻¹) LEU 3.35 ± 1.15 3.78 ± 1.41 G 0.28
DILEU 2.71 ± 0.94 2.94 ± 1.18 T 0.24
PLA 3.69 ± 1.67 3.68 ± 2.07 G × T 0.62
Relative Protein (g·kg⁻¹·d⁻¹) LEU 1.58 ± 0.60 1.70 ± 0.66 G 0.43
DILEU 1.59 ± 0.47 1.61 ± 0.56 T 0.75
PLA 1.88 ± 0.54 1.84 ± 0.63 G × T 0.79
Relative Fat (g·kg⁻¹·d⁻¹) LEU 1.43 ± 0.66 1.53 ± 0.60 G 0.85
DILEU 1.45 ± 0.56 1.30 ± 0.47 T 0.51
PLA 1.26 ± 0.45 1.48 ± 0.66 G × T 0.23

All variables relative to body mass use body mass obtained during Week 0. G × T = Interaction effect; T = Main effect for time; G = Main effect for group; p = probability level of making Type I error; Kcal = kilocalories; g = grams; kg = kilograms; DILEU = dileucine; LEU = leucine; PLA = placebo; G × T = group × time

Changes in body mass, body water, and body composition

Table 4 presents the main effects of group, time, and group × time interaction on body mass, body water, and body composition variables. There were no significant main effects of time or group × time interactions for changes in fat mass, or % fat. However, significant main effects of time were observed for increases in body mass (p < 0.001), fat-free mass (p = 0.005), dry lean mass (p <0.001), TBW (p < 0.001), ICW (p < 0.001), ECW (p < 0.001), and MT muscle thickness (p = 0.04). No significant changes were observed in VL muscle thickness (p = 0.12).

Table 4. Changes in body composition.

Variable Group Week 0 Week 10 Mixed Factorial (p) ES (η2) Pairwise Comparisons
95% CI (p)
Body Mass (kg) LEU 81.2 ± 10.2 82.7 ± 10.2 G 0.55 0.046 LEU vs. DILEU (-2.97, 1.25) 0.58
DILEU 75.5 ± 8.2 77.8 ± 8.9 T <0.001 LEU vs. PLA (-1.71, 2.32) 0.93
PLA 78.3 ± 13.4 79.6 ± 13.2 G × T 0.49 DILEU vs. PLA (-0.90, 3.23) 0.36
DXA Fat Mass (kg) LEU 14.0 ± 5.3 14.1 ± 5.1 G 0.61 0.051 LEU vs. PLA (-1.95, 1.55) 0.96
DILEU 14.8 ± 2.9 15.6 ± 3.9 T 0.17 DILEU vs. PLA (-1.17, 2.17) 0.73
PLA 16.5 ± 4.3 16.8 ± 4.4 G × T 0.51 DILEU vs. LEU (-1.15, 2.55) 0.61
DXA Fat-Free Mass (kg) LEU 62.1 ± 8.9 63.2 ± 9.0 G 0.50 0.015 LEU vs. PLA (-3.51, 2.36) 0.87
DILEU 58.5 ± 6.0 60.1 ± 6.8 T 0.005 DILEU vs. PLA (-2.88, 2.73) 0.99
PLA 62.8 ± 7.2 64.6 ± 7.7 G × T 0.87 DILEU vs. LEU (-2.59, 3.60) 0.91
DXA % Fat (%) LEU 17.6 ± 4.7 17.3 ± 4.7 G 0.40 0.073 LEU vs. PLA (-2.67, 1.23) 0.63
DILEU 19.4 ± 3.6 20.1 ± 4.5 T 0.40 DILEU vs. PLA (-1.63, 2.10) 0.94
PLA 19.7 ± 2.5 20.2 ± 2.6 G × T 0.49 DILEU vs. LEU (-1.10, 3.01) 0.48
Dry Lean Mass (kg) LEU 18.0 ± 2.4 18.3 ± 2.4 G 0.55 0.014 LEU vs. PLA (-0.41, 0.46) 0.99
DILEU 17.1 ± 2.0 17.4 ± 2.1 T <0.001 DILEU vs. PLA (-0.33, 0.56) 0.81
PLA 16.7 ± 3.9 17.0 ± 3.9 G × T 0.81 DILEU vs. LEU (-0.36, 0.54) 0.88
Total Body Water (L) LEU 49.0 ± 6.2 49.7 ± 6.1 G 0.58 0.008 LEU vs. PLA (-1.12, 0.85) 0.94
DILEU 46.4 ± 5.2 47.4 ± 5.3 T <0.001 DILEU vs. PLA (-0.94, 1.07) 0.99
PLA 49.0 ± 7.5 49.9 ± 7.1 G × T 0.89 DILEU vs. LEU (-0.83, 1.22) 0.88
Intracellular Water (L) LEU 31.1 ± 4.0 31.6 ± 4.0 G 0.57 0.007 LEU vs. PLA (-0.77, 0.67) 0.99
DILEU 29.4 ± 3.4 30.0 ± 3.5 T <0.001 DILEU vs. PLA (-0.65, 0.82) 0.96
PLA 31.1 ± 4.8 31.7 ± 4.7 G × T 0.91 DILEU vs. LEU (-0.62, 0.89) 0.90
Extracellular Water (L) LEU 17.9 ± 2.2 18.1 ± 2.1 G 0.59 0.010 LEU vs. PLA (-0.39, 0.27) 0.89
DILEU 17.0 ± 1.8 17.3 ± 1.9 T <0.001 DILEU vs. PLA (-0.34, 0.34) 1.00
PLA 18.0 ± 2.6 18.3 ± 2.5 G × T 0.87 DILEU vs. LEU (-0.28, 0.41) 0.89
Vastus Lateralis (mm) LEU 173.6 ± 22.1 183.7 ± 24.4 G 0.16 0.024 LEU vs. PLA (-25.1, 28.6) 0.99
DILEU 175.0 ± 21.2 192.5 ± 24.3 T 0.12 DILEU vs. PLA (-17.7, 36.0) 0.68
PLA 164.2 ± 22.7 172.5 ± 24.8 G × T 0.68 DILEU vs. LEU (-20.1, 34.9) 0.79
Mid-Thigh (mm) LEU 351.7 ± 34.8 380.5 ± 51.0 G 0.03 0.045 LEU vs. PLA (-26.4, 61.8) 0.59
DILEU 326.4 ± 34.9 335.3 ± 26.6 T 0.04 DILEU vs. PLA (-46.4, 41.8) 0.99
PLA 322.5 ± 46.7 333.6 ± 48.2 G × T 0.49 DILEU vs. LEU (-65.1, 25.1) 0.53

G × T = Interaction effect; T = Main effect for time; G = Main effect for group; p = probability level of making Type I error; 95% CI = 95% confidence intervals were computed on the observed changes from baseline between groups; Eta-squared (η2) was used to estimate effect size where an η2 of 0.01 or lower indicates a small, 0.06 indicates a medium effect and of 0.14 or larger indicates a large effect; kg = kilograms; DXA = dual energy x-ray absorptiometry; L = liters; mm = millimeter

Exercise performance

Muscular strength and muscular endurance

As seen in Table 5, changes in leg press 1RM (Fig 2) revealed a significant group × time interaction (p = 0.02). Pairwise comparisons revealed significant increase in leg press 1RM for DILEU compared to PLA (p = 0.02; 95% CI: 5.8, 73.2 kg). Changes in bench press 1RM indicated a significant main effect for time (p <0.001), but no significant group × time interaction (p = 0.16) or main effect for group (p = 0.46). Changes in total strength indicated a significant group × time effect (p = 0.02). Pairwise comparisons revealed a significant increase in total strength for DILEU compared to PLA (p = 0.02; 95% CI: 6.8, 75.9 kg).

Table 5. Changes in performance variables.
Variable Group Week 0 Week 10 Mixed Factorial (p) ES (η2) Pairwise Comparisons
95% CI (p)
Bench Press 1RM (kg) LEU 104 ± 27 108 ± 28 G 0.46 0.112 LEU vs. DILEU (-10.7, 3.2) 0.38
DILEU 88 ± 23 98 ± 21 T <0.001 LEU vs. PLA (-5.1, 8.7) 0.80
PLA 98 ± 25 105 ± 24 G × T 0.16 DILEU vs. PLA (-1.5, 12.6) 0.15
Bench Press RTF (reps) LEU 8 ± 3 11 ± 3 G 0.29 0.138 LEU vs. PLA (-5.0, 2.2) 0.60
DILEU 9 ± 3 15 ± 6 T <0.001 DILEU vs. PLA (-2.1, 5.1) 0.56
PLA 8 ± 2 12 ± 5 G × T 0.10 DILEU vs. LEU (-0.73, 6.6) 0.14
Leg Press 1RM (kg) LEU 290 ± 67 335 ± 62 G 0.80 0.214 LEU vs. PLA (-10.6, 56.8) 0.23
DILEU 263 ± 75 324 ± 78 T <0.001 DILEU vs. PLA (5.8, 73.2) 0.02
PLA 286 ± 74 307 ± 86 G × T 0.02 DILEU vs. LEU (-18.0, 50.9) 0.48
Leg Press RTF (reps) LEU 13 ± 5 18 ± 5 G 0.08 0.203 LEU vs. PLA (-14.3, 5.0) 0.47
DILEU 13 ± 4 28 ± 8 T <0.001 DILEU vs. PLA (-3.9, 15.5) 0.32
PLA 14 ± 8 24 ± 11 G × T 0.03 DILEU vs. LEU (0.58, 20.3) 0.04
Total Strength (kg) LEU 395 ± 92 443 ± 87 G 0.72 0.219 LEU vs. PLA (-15.2, 53.9) 0.36
DILEU 351 ± 94 422 ± 94 T <0.001 DILEU vs. PLA (6.8, 75.9) 0.02
PLA 383 ± 96 412 ± 108 G × T 0.02 DILEU vs. LEU (-13.3, 57.3) 0.29
Total Reps (reps) LEU 21 ± 6 29 ± 7 G 0.04 0.249 LEU vs. PLA (-16.8, 4.7) 0.36
DILEU 22 ± 3 43 ± 12 T <0.001 DILEU vs. PLA (-2.6, 19.0) 0.16
PLA 23 ± 8 36 ± 11 G × T 0.01 DILEU vs. LEU (3.3, 25.3) 0.009
Relative Peak Power (W∙kg⁻¹) LEU 10 ± 2.2 10.9 ± 2.4 G 0.71 0.136 LEU vs. PLA (—0.25, 2.59) 0.12
DILEU 11.3 ± 2.1 11.1 ± 2.3 T 0.96 DILEU vs. PLA (-1.15, 1.62) 0.91
PLA 11.4 ± 1.5 10.9 ± 1.8 G × T 0.12 DILEU vs. LEU (-2.36, 0.49) 0.25
Relative Mean Power (W∙kg⁻¹) LEU 7.6 ± 1.3 7.7 ± 1.2 G 0.36 0.103 LEU vs. PLA (-0.43, 0.59) 0.92
DILEU 7.6 ± 1.0 7.4 ± 1.1 T 0.67 DILEU vs. PLA (-0.77, 0.22) 0.38
PLA 8.1 ± 0.6 8.1 ± 0.7 G × T 0.21 DILEU vs. LEU (-0.86, 0.15) 0.21
Total Work (J) LEU 18.6 ± 3.6 19.2 ± 3.3 G 0.67 0.076 LEU vs. PLA (-1.15, 1.71) 0.88
DILEU 18.0 ± 2.8 17.8 ± 2.6 T 0.30 DILEU vs. PLA (-1.99, 0.87) 0.60
PLA 17.9 ± 2.5 18.2 ± 1.7 G × T 0.35 DILEU vs. LEU (-2.27, 0.59) 0.33
Fatigue Index (%) LEU 48.3 ± 3.7 55.1 ± 4.0 G 0.52 0.144 LEU vs. PLA (-14.3, 11.7) 1.00
DILEU 47.3 ± 5.2 44.7 ± 5.7 T 0.43 DILEU vs. PLA (-8.8, 23.0) 1.00
PLA 52.7 ± 53 53.4 ± 4.0 G × T 0.18 DILEU vs. LEU (-23.0, 8.9) 0.79
Peak Propulsive Force (N) LEU 2050 ± 443 2096 ± 414 G 0.69 0.046 LEU vs. PLA (-122, 135) 0.99
DILEU 1956 ± 269 2045 ± 297 T 0.009 DILEU vs. PLA (-73, 173) 0.58
PLA 1902 ± 421 1940 ± 426 G × T 0.54 DILEU vs. LEU (-79, 166) 0.66
Jump Height (m) LEU 0.329 ± 0.07 0.324 ± 0.06 G 0.99 0.006 LEU vs. PLA (-0.035, 0.028) 0.97
DILEU 0.320 ± 0.11 0.320 ± 0.11 T 0.65 DILEU vs. PLA (-0.028, 0.032) 0.99
PLA 0.324 ± 0.04 0.322 ± 0.06 G × T 0.92 DILEU vs. LEU (-0.025, 0.035) 0.91
Isometric Mid-Thigh Pull (N) LEU 2038 ± 461 2227 ± 505 G 0.56 0.133 LEU vs. PLA (-675, 112) 0.20
DILEU 2123 ± 505 2303 ± 358 T <0.001 DILEU vs. PLA (-674, 93) 0.17
PLA 2088 ± 440 2559 ± 377 G × T 0.13 DILEU vs. LEU (-402, 384) 0.99

G × T = Interaction effect; T = Main effect for time; G = Main effect for group; p = probability level of making Type I error; 95% CI = 95% confidence intervals were computed on the observed changes from baseline between groups; Eta-squared (η2) was used to estimate effect size where an η2 of 0.01 or lower indicates a small, 0.06 indicates a medium effect and of 0.14 or larger indicates a large effect; kg = kilograms; W = watts; J = joules; m = meters; N = newtons.

Fig 2. (Sub-Panel a & b): Leg Press one-repetition maximum (1RM) in DILEU, LEU, and PLA supplemented groups.

Fig 2

Panel a: RAW data. Panel b: Delta.

Changes in leg press RTF (Fig 3) indicated a significant group × time interaction (p = 0.03). Pairwise comparisons revealed significant increase in leg press RTF for DILEU compared to LEU (p = 0.04; 95% CI: 0.58, 20.3 reps). Changes in bench press RTF indicated a significant main effect for time (p <0.001), but no significant group × time interaction (p = 0.10) or main effect for group (p = 0.29). Changes in total repetitions indicated a significant group × time effect (p < 0.01), significant main effect for time (p < 0.001), and a significant group effect (p = 0.04). Pairwise comparisons revealed significant increase in total repetitions for DILEU compared to LEU (p = 0.009; 95% CI: 3.3, 25.3).

Fig 3. (Sub-Panel a & b): Leg Press Repetitions to Failure (RTF) in DILEU, LEU, and PLA supplemented groups.

Fig 3

Panel a: RAW data. Panel b: Delta.

Anaerobic capacity and performance metrics

No significant group × time interactions were identified for relative peak power, relative mean power, total work, or fatigue index as assessed in the Wingate anaerobic capacity test. Changes in peak propulsive force during countermovement jump revealed a significant main effect for time (p = 0.009) but no significant group × time interaction (p = 0.54) while changes in jump height revealed no significant main effects of time (p = 0.65) or group × time interaction (p = 0.92). Changes in isometric mid-thigh pull performance revealed a significant main effect for time (p = < 0.001) but no group × time effect (p = 0.13) (Table 5).

Discussion

This is the first study to examine the effects of daily supplementation with 2 g DILEU in resistance-trained males during a 10-week resistance training program on changes in resistance-training adaptations. The primary findings revealed a significant increase in leg press 1RM with DILEU supplementation in comparison to PLA. Moreover, DILEU supplementation resulted in a greater increase in RTF compared to LEU supplementation. These results are significant in light of previous research [18], which has been largely inconclusive regarding the benefits of essential amino acid and LEU supplementation on resistance training adaptations.

The relationship between MPS and muscle protein breakdown following resistance training is a critical area of research. It is well-established that an acute bout of resistance training induces increases in both MPS and muscle protein breakdown [37, 38]. Notably and in the absence of feeding, the increase in muscle protein breakdown typically surpasses that of MPS, leading to a net negative muscle protein balance. This imbalance can be counteracted by the ingestion of essential amino acids, particularly in the range of 8–12 g, which enhance MPS and shift the balance towards net muscle protein accretion [39]. Among these amino acids, LEU is vital in stimulating MPS, acting as an “anabolic trigger” for mTORC1 related signaling [39] and the subsequent stimulation of postprandial MPS rates [40]. The relationship between plasma LEU concentrations and MPS follows a dose-dependent pattern, with ingestion of ~2.5 g LEU stimulating MPS to near maximal levels [26]. However, existing evidence indicates that when dietary protein intake is sufficient, additional free-amino acid or free-LEU supplementation does not significantly improve training outcomes [18].

Given this, the use of dipeptides like DILEU as an alternative becomes increasingly relevant. Dipeptides have been shown to be absorbed faster [41] and more efficiently than single free amino acids [19]. This hypothesis is supported by the work of Paulussen et al. [20] who were seminal in demonstrating that ingestion of a LEU-LEU dipeptide may be more effective at stimulating an increase in MPS rates than free-LEU. The authors illustrated that greater plasma DILEU concentrations and greater DILEU area under the curve (AUC) were present when compared with the LEU group. Moreover, despite no differences in muscle protein breakdown rates, ingestion of 2 g DILEU increased plasma insulin concentrations, intramuscular LEU concentrations, and phosphorylated Akt similarly to an equal dose of LEU [20]. The ability for DILEU supplementation to elevate plasma DILEU concentrations and stimulate MPS to a greater degree than LEU raises intriguing questions about the efficacy of DILEU supplementation to promote resistance training adaptations compared to LEU supplementation. Further to this point, ingestion of animal and plant protein increases DILEU levels in plasma [42], and ingested DILEU is in part being absorbed intact [20]. Even LEU ingestion has been shown to increase DILEU levels in plasma [20].

The preliminary findings of DILEU’s impact on MPS and potential advantages over LEU supplementation led us to investigate its effectiveness in the context of longitudinal resistance-training adaptations. To ensure that any potential differences in muscle mass and strength between groups were not due to inherent differences in habitual diet, we evaluated nutritional intake throughout the study period. Additionally, to limit any training effects, participants were required to have been training for at least 12 months and possess a moderate level of relative baseline strength. While we observed no supplementation effect in upper-body strength or muscular endurance, our findings indicate that DILEU supplementation may lead to more substantial increases in muscular strength and muscular endurance compared to LEU supplementation. This presents a notable contrast within available research which has consistently showed no positive impact of LEU or essential amino acid supplementation on strength outcomes [4345]. For instance, Spillane et al. [45] conducted an 8-week study in untrained participants engaged in a heavy resistance training program 4 days/week for 8 weeks and found that those consuming BCAA exhibited similar improvements in upper and lower body strength and endurance performance compared to those consuming PLA. Similarly, Mobley et al. [44] observed that untrained participants engaged in a 12-week whole body resistance training program 3 days/week exhibited comparable improvements in upper and lower body strength when supplementing with 3.0 g∙d⁻¹ LEU compared to whey or soy protein (standardized to LEU content), and PLA. Additionally, Aguiar et al. [43] had untrained participants complete a 2 day/week hypertrophic resistance training program for 8 weeks and found no significant differences in lower leg strength when supplementing with 3.0 g∙d⁻¹ LEU compared to PLA. The results of these studies and others [4650] indicate that LEU supplementation combined with other essential amino acids does not result in greater strength gains than resistance training alone. However, these studies, except for that done by Ratamess et al. [49] and Kerksick et al. [48], differ significantly from ours in terms of participant training status, a factor that is likely to influence both the baseline MPS and the response to training and supplementation. Trained muscles exhibit distinct physiological characteristics compared to untrained muscles, including altered responsiveness to anabolic stimuli [4]. This could partly explain why DILEU supplementation was more effective, as resistance-trained muscles may utilize DILEU differently, with unique dipeptide structure of DILEU being a key aspect to consider. Dipeptides are known for their enhanced absorption rates compared to free amino acids [19], potentially leading to more efficient utilization for MPS in trained individuals, or the targeting of other mTORC1 regulatory events, such as mTORC1 translocation to the lysosome [20]. This enhanced efficacy could explain the more pronounced muscular strength and endurance gains observed in our study compared to those involving untrained individuals and different forms of amino acids.

Moving beyond these observations, our study failed to demonstrate any significant effects of supplementation on changes in fat-free mass and fat mass. This outcome is not surprising, considering prior investigations examining the impact of essential amino acid and LEU supplementation on hypertrophy following longitudinal resistance training [4345, 48]. For instance, Aguiar et al [43] showed no supplementation effect on muscle mass or muscle thickness in untrained participants supplementing with 3 g LEU while completing an 8 week resistance training program. Spillane et al. [45] reported no significant changes in lean-body mass among untrained males ingesting 9 g∙d⁻¹of BCAA (4.5 g LEU) compared to a PLA group. Similarly, Mobley et al. [44] found no significant differences in total body muscle mass or VL muscle thickness among participants receiving 3 g∙d⁻¹of LEU compared to soy and whey protein, or PLA.

The lack of effects of LEU or essential amino acid supplementation on hypertrophy responses in our study and others [43, 44, 48] may be due to the fact that participants were already consuming adequate energy and protein. Participants in our study reported maintaining adequate energy and protein intake throughout the study, with daily energy intake ranging from 31.0 to 33.7 kcal∙kg⁻¹∙d⁻¹ and protein intake ranging from 1.6 to 1.9 g∙kg⁻¹∙d⁻¹. This aligns with general protein intake recommendations [29, 51], which advocate for a protein intake of at least 1.2 g∙kg⁻¹∙d⁻¹ of protein to support muscle anabolism in conjunction with resistance training. The adherence of our participants to these nutritional guidelines suggests that they were likely in a state of nutritional adequacy, potentially diminishing the additional benefits that DILEU or LEU might offer. Furthermore, our findings underscore the multifaceted nature of muscle hypertrophy, which extends beyond the scope of supplementation. Factors such as energy and macronutrient intake [43, 52, 53], exercise volume [54], training age [55], and genetic predispositions [56] play significant roles in muscle development. Therefore, while LEU is integral to MPS, supplementation with DILEU or essential amino acids alone may not significantly enhance muscle hypertrophy response in populations already meeting their dietary requirements [18].

This study has potential limitations. Firstly, although the 10-week duration of the supplementation and resistance training program aligns with the typical duration in studies of this nature [2325, 57], it is worth noting that a more extended investigation might have revealed more pronounced differences in adaptations between groups, potentially leading to statistically significant differences being identified between groups. Secondly, the number of subjects, while sufficient for detecting small between-group effects, remained relatively low for this study design. Consequently, we may not have possessed enough statistical power to detect small between-group outcomes. Furthermore, the absence of direct exercise training supervision may be viewed as a limitation, given previous findings indicating greater strength increases are observed when direct supervision occurs [58]. However, the direct impact of supervision on body composition changes remains uncertain. Nevertheless, while participants in the present study were not directly supervised for all workouts, they were required to submit daily photos after completing each workout and submit participant diary logs of their supplement consumption. Additionally, participants were required to routinely log their nutrition and frequently return to the lab to receive a new supply of their assigned supplements. In this respect, all participant interactions, whether during study visits, supervised workouts, supplement pick-up, or routine check-ins, were used to counsel participants on meeting their assigned nutritional goals and to review the appropriate progression of the loads they were using as part of their exercise program.

Key strengths of this investigation include its randomized, double-blind, placebo-controlled design. Additionally, we recruited resistance-trained participants who reported at least 12 months of resistance training experience to minimize the rapid increases in muscular strength and power as a result of neuromuscular adaptations that occur quickly after commencing a resistance training program [59]. Future research should explore the mechanisms through which DILEU improves lower-body strength and muscular endurance, in addition to DILEU’s broader applications across different demographics, primarily aging populations.

Conclusions

In conclusion, 10-weeks of supplementation with 2 g of DILEU resulted in significantly greater increases in maximal leg press strength and total strength (leg press + bench press) when compared to PLA. Additionally, DILEU ingestion was responsible for significantly greater increases in leg press and total repetitions (leg press + bench press) when compared to the changes observed in LEU.

Supporting information

S1 File

(PDF)

pone.0312997.s001.pdf (235.3KB, pdf)
S1 Checklist. CONSORT 2010 checklist of information to include when reporting a randomized triala.

(PDF)

pone.0312997.s002.pdf (117.1KB, pdf)

Acknowledgments

The authors would like to extend our appreciation to all of the participants for their engagement in this study.

Data Availability

All relevant data are within the manuscript and its Supporting information Files.

Funding Statement

Funding was acquired by CMK. Grant #: 01-2020. This study was funded by Ingenious Ingredients, L.P. (https://ing2.com/). Martin Purpura and Ralf Jager are principals of Ingenious Ingredients, L.P., the sponsor of the study. The funders assisted in conceptualizing and designing the study, and reviewing and editing the manuscript. The funders were not involved in data collection, data analysis, or data interpretation. Additionally, the sponsors played no role in the decision to publish, prepare, or revising the manuscript.

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Decision Letter 0

Krzysztof Durkalec-Michalski

16 Jun 2024

PONE-D-24-07083Dileucine Ingestion, but not Leucine, Increases Lower Body Strength and Performance Following Resistance Training: A Double-Blind, Randomized, Placebo-Controlled TrialPLOS ONE

Dear Dr. Kerksick,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

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PLOS ONE

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https://doi.org/10.1186/s12970-020-00394-1

https://doi.org/10.1016/j.isci.2023.108643

In your revision ensure you cite all your sources (including your own works), and quote or rephrase any duplicated text outside the methods section. Further consideration is dependent on these concerns being addressed.

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 [Funding was acquired by CMK. Grant #: 01-2020. This study was funded by Ingenious Ingredients, LLC (https://ing2.com/). Martin Purpura and Ralf Jager are principals of Ingenious Ingredients, LLC,  the sponsor of the study, and  were involved in conceptualizing and designing the study, and reviewing and editing the manuscript but were not involved in data collection or data analysis.].  

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[I have read the journal's policy and the authors of this manuscript have the following competing interests: M.P and R.J are principals of Ingenious Ingredients, LLC, the sponsor of the study, and inventors of numerous patent applications for the use of dileucine but have not been involved in data collection or analysis. All other authors declare no competing interests.]. 

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[Note: HTML markup is below. Please do not edit.]

Reviewers' comments:

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Comments to the Author

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Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

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Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

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Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

**********

5. Review Comments to the Author

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Reviewer #1: A randomized controlled clinical trial was conducted which aimed to assess the effects of DILEU supplementation on resistance training adaptations. DILEU supplementation enhanced lower body strength and muscular endurance in resistance-trained males more effectively than LEU or PLA.

Minor revisions:

1- Line 100: State the statistical testing method that achieves 80% power.

2- If the interaction effect is significant, provide an interpretation of the results, but do not test main effects because the tests for main effects are uninteresting in light of significant interactions. If interaction effects are non-significant, drop the interaction effects from the model and test the main effects. Determining which results to present when testing interactions is often a multi-step process.

Reviewer #2: line 217: workload greater than 7.5% often produce greater Wingate results. Why did you choose 7.5%?

line 222: ??? Participants ramped up rpm following when resistance applied?. Typically, rpm are maximized with no load and once maximized the workload is engaged. Your approach would likely generate less than maximal values.

line 226: What about the fatigue index?

line 263: Often supplements do not contain the quantity of compounds claimed or contain others not listed on the label. Please indicate the analyzed supplement contents or list as a limitation.

line 295: ....endpoints of ....

TABLE 2. Weight should be mass

Relative bench of leg press ??? you need to xplain what this is and add units

line 318: Seems to be be methods not results

line 334: No change in muscle thickness with training? Does this indicate the training stimulus was inadequate? Please discuss.

line 372. Why only males?

line 441 and elsewhere. kcal/kg/d is mathematically incorrect. Should be kcal . kg-1 . d -1 (dots should be raised to the centre of line and -1 written as superscripts) Sorry the review pane doesn't allow me to write correctly.

Figures: Use open and closed symbols as well as differing shapes symbols as this makes results more clear.

Reviewer #3: [1] P3 L45: If the outcome of the study is performance, the authors should not mention health and ageing in the introduction. It is also important to explain how MPS could affect performance.

[2] P3 L56:  Please indicate some sources of protein with higher leucine content.

[3] The third paragraph is longer than expected, and the mechanisms are very detailed in the introduction section. Please summarize the main ideas.

[4] P4 L90: Why do the authors choose ten weeks? This should be explained in the introduction – the chronic effects of amino acids – using relevant literature.

[5] P5 L94: Why do the authors randomized based on fat-free mass when the main outcomes were performance?

[6] P5 L104: The sentence about body composition needs to be clarified. Please rephrase.

[7] P11 L249: Why do the authors use the Harris-Benedict equation?

[8] P14 Table 2: Please add the t and p values to the table.

[9] P17 Table 4: Please adjust Table 4. It is not presentable.

[10] P17 L39: Please summarize the direction of the differences.  

[11] The discussion is well written. Congratulations.

**********

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Reviewer #1: No

Reviewer #2: Yes: Peter WR Lemon

Reviewer #3: No

**********

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PLoS One. 2024 Dec 31;19(12):e0312997. doi: 10.1371/journal.pone.0312997.r002

Author response to Decision Letter 0


12 Jul 2024

July 11, 2024

RE: PONE-D-24-07083

PLOS One Editorial Board:

On behalf of the authors, we would like to re-submit the following manuscript, “Dileucine Ingestion, but not Leucine, Increases Lower Body Strength and Performance Following Resistance Training: A Double-Blind, Randomized, Placebo-Controlled Trial” to PLOS One for consideration to be published. We have addressed all comments brought forth by the editor in their email dated June 16, 2024 as well as all of the reviewer comments.

We have provided our responses to the editor immediate below and following that we have provided a point-by-point response to all of the comments brought forth by the reviewers.

We look forward to hearing any further comments on our paper. Thank you.

Sincerely,

All comments have been addressed by our authors and our responses are included in our revision.

Please let me know if you need any further information.

Chad M. Kerksick, PhD

Assistant Dean, Research & Innovation

Director, Exercise and Performance Nutrition Laboratory

Lindenwood University

(636) 627-4629

ckerksick@lindenwood.edu

Editor Comments

1) PLOS Formatting and Style Requirements.

RESPONSE: We have done our best to align our submitted paper with our interpretation and understanding of the formatting guidelines for PLOS One.

2) Overlapping Text

RESPONSE: We have amended version of our current text. The overlapping text consists primarily of areas within our methods where we have explained our testing procedures. Minimal to no overlap should be found in the abstract, introduction, results, discussion, figures, and tables.

3) Grant Information

RESPONSE: My university does not issue official grant numbers as all of our grants are organized by the title of the project. The funding information in our submission is correct:

Recipient: Chad M. Kerksick

Award Number: None

Sponsor: Ingenious Ingredients, L.P.

4) Financial Disclosure

RESPONSE: Here is an updated statement highlighting that much of what was being asked was already provided.

Funding was acquired by CMK. This study was funded by Ingenious Ingredients, LLC (https://ing2.com/). Martin Purpura and Ralf Jager are principals of Ingenious Ingredients, LLC, the sponsor of the study. The funders assisted in conceptualizing and designing the study, and reviewing and editing the manuscript. The funders were not involved in data collection, data analysis, or data interpretation. Additionally, the sponsors played no role in the decision to publish, prepare, or revising the manuscript.

5) Competing Interests

RESPONSE: This does not change our statement. Here is the revised statement with the added sentence requested.

I have read the journal's policy and the authors of this manuscript have the following competing interests: M.P and R.J are principals of Ingenious Ingredients, LLC, the sponsor of the study, and inventors of numerous patent applications for the use of dileucine but have not been involved in data collection or analysis. All other authors declare no competing interests. This does not alter our adherence to PLOS ONE policies on sharing data and materials as there are no restrictions on sharing data and/or materials.

6) Data Availability

RESPONSE: Our submission contains a file that has all of the data used for this manuscript.

Review Comments to the Author

Reviewer #1: A randomized controlled clinical trial was conducted which aimed to assess the effects of DILEU supplementation on resistance training adaptations. DILEU supplementation enhanced lower body strength and muscular endurance in resistance-trained males more effectively than LEU or PLA.

Minor revisions:

1- Line 100: State the statistical testing method that achieves 80% power.

Author Response: Thank you for your comment. We have revised the manuscript to include the specific statistical testing method used to achieve 80% power.

2- If the interaction effect is significant, provide an interpretation of the results, but do not test main effects because the tests for main effects are uninteresting in light of significant interactions. If interaction effects are non-significant, drop the interaction effects from the model and test the main effects. Determining which results to present when testing interactions is often a multi-step process.

Author Response: We have revised the results section to follow your recommendations. Specifically, we have focused on interpreting significant interaction effects and dropped non-significant interaction effects from the model, testing only the main effects in those cases.

Reviewer #2: line 217: workload greater than 7.5% often produce greater Wingate results. Why did you choose 7.5%?

Author Response: Thank you for your comments. We chose a workload of 7.5% of body weight based on standard testing procedures and this workload being used as the initial workload with Wingate testing (Inbar et al. 1996). In this respect, we also recognize the work of others (Pazin et al. EJAP 2011 and Silveira-Rodrigues et al. Fatigue Biomed Hlth Behav 2021) who have demonstrated that a workload of 7.5% may not align with peak power production and a different workload prescription may have resulted in different power and work production numbers.

While this work is valuable, our research design was intended to evaluate the changes in our measured endpoints across a specified period of time. Thus, we were more interested in being able to administer a similar dose of testing stress at each testing point as opposed to being able to ensure we were using the best protocol to achieve peak power production.

line 222: ??? Participants ramped up rpm following when resistance applied?. Typically, rpm are maximized with no load and once maximized the workload is engaged. Your approach would likely generate less than maximal values.

Author Response: Thank you for pointing out our error in explaining the methodology used for the Wingate test. Our protocol is consistent with standard testing where participants began pedaling at maximal RPM with no load and once maximal RPM was achieved, the resistance was applied. We have revised the manuscript to reflect this more clearly.

line 226: What about the fatigue index?

Author Response: We have included the calculation and analysis of the fatigue index in the revised manuscript.

line 263: Often supplements do not contain the quantity of compounds claimed or contain others not listed on the label. Please indicate the analyzed supplement contents or list as a limitation.

Author Response: We have included a certificate of analysis performed on the same lot of product used in our clinical trial. We have also indicated that the content was verified.

line 295: ....endpoints of ....

Author Response: Thank you. We have amended this sentence.

TABLE 2. Weight should be mass

Author Response: We have revised Table 2 to use the term "body mass" instead of "weight" to accurately reflect the measurement. The revised table header now reads "Body Mass"

Relative bench of leg press ??? you need to xplain what this is and add units

Author Response: We apologize for the lack of clarity. The terms “Relative Leg Press” and “Relative Bench Press” refers to the relative strength calculated for both the leg press and bench press. Specifically, we calculated the relative strength by dividing the one-repetition maximum (1RM) for each exercise by the participant’s body mass. This value is expressed as a ratio (e.g., kg/kg). We have revised the manuscript to include the appropriate units.

line 318: Seems to be be methods not results

Author Response: According to the CONSORT checklist, the flow of participants including the number of participants who were recruited, consented, and completed the study, should be reported in the results section. Therefore, we have included this information in the results section to align with these guidelines.

line 334: No change in muscle thickness with training? Does this indicate the training stimulus was inadequate? Please discuss.

Author Response: Our apologies as we incorrectly reported our changes in ultrasound muscle thickness as we observed a significant main effect for mid-thigh muscle thickness to increase (p = 0.04) while vastus lateralis (p = 0.12) did not quite reach statistical significance.

The lack of a significant main effect for vastus lateralis (p = 0.12) muscle thickness could have been due to differences in the measurement approaches that we employed in our study as well as subtle differences in each measurements, although distinct efforts were made to maximize our reliability with our muscle thickness measures. Certainly, lack of intensity or volume cannot be entirely ruled out within the given timeframe to instigate muscle hypertrophy as well as exercise selection and nutritional factors.

Other key considerations that impact this outcomes were that all participants were resistance-trained for at least 12 months, which might have influenced the outcomes. Advanced trainees often require a higher stimulus to achieve further hypertrophy compared to novice trainees. While muscle thickness and fat-free mass did not significantly change, strength and muscular endurance did increase in all groups. This suggests that the training program was effective at increasing neuromuscular adaptations and strength, but not at inducing significant hypertrophy. It is possible that the duration of the study was not long enough to observe hypertrophic responses in a population that is already well-trained. These limitations have been mentioned in the manuscript.

line 372. Why only males?

Author Response: As this was the first human clinical study being completed using dileucine in a longitudinal study design to evaluate its potential to augment exercise training adaptations, the rationale for including only male participants in this study was to examine resistance training adaptations and supplementation effects in a more homogeneous population, which helps to control for confounding variables. Including only males allowed us to reduce variability and increase the internal validity of the study. With reduced variability our ability to identify any treatment effects should have been bolstered. We acknowledge the importance of including female participants in future studies to determine if the findings are generalizable across sexes. Future research should aim to explore these effects in female populations.

line 441 and elsewhere. kcal/kg/d is mathematically incorrect. Should be kcal . kg-1 . d -1 (dots should be raised to the centre of line and -1 written as superscripts) Sorry the review pane doesn't allow me to write correctly.

Author Response: We have corrected the notation throughout the manuscript to reflect the correct mathematical expression.

Figures: Use open and closed symbols as well as differing shapes symbols as this makes results more clear.

Author Response: Thank you for your suggestion. We have revised the figures to use open and closed symbols as well as differing shapes to enhance the clarity of the results.

Reviewer #3: [1] P3 L45: If the outcome of the study is performance, the authors should not mention health and ageing in the introduction. It is also important to explain how MPS could affect performance.

Author Response: Thank you for your comments. We have revised the introduction to focus more on performance and provide a clear explanation of how MPS can affect performance outcomes.

[2] P3 L56: Please indicate some sources of protein with higher leucine content.

Author Response: We have amended this section to indicate the leucine content of various protein sources.

[3] The third paragraph is longer than expected, and the mechanisms are very detailed in the introduction section. Please summarize the main ideas.

Author Response: Thank you for your comment. We have revised this paragraph to summarize the main ideas more concisely and reduce the length.

[4] P4 L90: Why do the authors choose ten weeks? This should be explained in the introduction – the chronic effects of amino acids – using relevant literature.

Author Response: We chose a ten-week duration for the study to allow sufficient time to observe the chronic effects of amino acid supplementation on resistance training adaptations. We have included an explanation in the introduction to justify the choice of a 10-week duration for the study.

[5] P5 L94: Why do the authors randomized based on fat-free mass when the main outcomes were performance?

Author Response: We randomized participants based on fat-free mass to ensure balanced groups with similar muscle mass. Our primary endpoints were fat-free mass and leg press 1RM. By controlling for fat-free mass, we aimed to minimize variability in muscle mass between groups, ensuring that any observed differences in these primary outcomes were more likely attributable to the interventions rather than differences in baseline muscle mass.

[6] P5 L104: The sentence about body composition needs to be clarified. Please rephrase.

Author Response: We believe the confusion may be due to the term “lean mass”, which should be specified as “dry lean mass.” We have revised the sentence appropriately.

[7] P11 L249: Why do the authors use the Harris-Benedict equation?

Author Response: We used the Harris-Benedict equation in conjunction with the Mifflin-St. Jeor formula to provide a more comprehensive estimation of resting energy expenditure (REE) for participants. Both equations are well-established and widely used in clinical and research settings for estimating caloric needs. By averaging the results from both the Harris-Benedict and Mifflin-St. Jeor formulas, we aimed to account for potential variations in individual metabolic rates and provide a more robust estimation of energy requirements. Additionally, we have successfully used this approach in past studies to provide estimates of REE for participants.

Further, the utilization of these questions was simply to provide an estimate or target of where energetic needs were for our people. Both equations are well-validated for this type of use.

[8] P14 Table 2: Please add the t and p values to the table.

Author Response: Thank you for your comment. According to the current CONSORT guidelines, it is recommended to present baseline characteristics in a way that emphasizes the balance between groups rather than statistical comparisons (such as t and p values). The focus is on the description of the baseline characteristics to demonstrate the similarity of the groups at the start of the trial. Including statistical comparisons of baseline characteristics could lead to the incorrect interpretation that randomization was unsuccessful if significant differences are found by chance. Therefore, we have chosen not to include t and p values in Table 2 to align with the CONSORT guidelines recommended for use by PLoS One. We hope this explanation clarifies our decision. We believe this approach adheres to best practices for reporting randomized controlled trials and ensures the focus remains on the comparability of the groups rather than statistical significance of baseline differences. https://pubmed.ncbi.nlm.nih.gov/25616598/

[9] P17 Table 4: Please adjust Table 4. It is not presentable.

Author Response: We have adjusted the page orientation to enhance its presentation.

[10] P17 L39: Please summarize the direction of the differences.

Author Response: We have amended this line and other areas to summarize the direction of the differences.

[11] The discussion is well written. Congratulations.

Author Response: Thank you!

Attachment

Submitted filename: Response to Reviewers.docx

pone.0312997.s003.docx (22.5KB, docx)

Decision Letter 1

Krzysztof Durkalec-Michalski

27 Sep 2024

PONE-D-24-07083R1Dileucine Ingestion, but not Leucine, Increases Lower Body Strength and Performance Following Resistance Training: A Double-Blind, Randomized, Placebo-Controlled Trial

PLOS ONE

 Dear Dr. Kerksick,

Thank you for submitting your manuscript to PLOS ONE.

After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

==============================

COMMENTS:

  1. In the work, all unit entries (text, tables) have still not been corrected in accordance with the reviewer's comments - they should be unified everywhere, e.g. "kcal∙kg-1" instead of "kcal/kg"; "W∙kg-1" instead of "W/kg”, „g∙kg-1∙day-1” instead of „g/kg/day”, „kg∙m-2” „kg/m2” etc.

  1. Line 60 - insert a space between (6-8%) and [14,15].

  1. line 70: first use - "DiLEU (DILEU)", - use the full name and abbreviations can be used in the rest of the text.

  1. Line 258 – change „caloric” to „energy”.

  1. Table 2 - The lack of statistical values ​​makes it impossible to assess whether the participans did not differ "at the entrance" to the individual groups (LEU vs. DILEU vs. PLA). This point should be addedd so as not to leave readers with potential doubts.

  1. Table 2 - In the unit description for Relative Leg/Bench Press, put "Body Mass" in the subscript.

  1. Table 3 – insert „intake” after „Relative Energy”.

  1. Table 4 – insert „mass” after "Dry lean".

  1. In the revised description of the results, there are probably mistakes in some points - these descriptions do not match the data from the tables.

- In the line 359 - the authors write "a significant increase in bench press 1RM for DILEU compared to PLA (p = 0.02; 95% CI: 6.8, 75.9 kg)" - here it should rather be "total strength" (see table 5).

- in the 374 - similarly as above. Authors write „…increase in leg press RFT” - and it should be " …increase in total reps..".

- The whole manuscript should be checked in this respect to make sure all descriptions are correct.

  1. Lines 383 and 384 - p values ​​are incorrect and there is an error in the descriptions („p = 0.0.54”;  „p = 0.0.65” and „p = 0.0.92”). This should be corrected and the entire text/tables/figures should be checked again.

  1. Line – „calories” are not consumed - it is de facto a unit. Please correct the sentence and use "energy intake".

==============================

Please submit your revised manuscript by Nov 11 2024 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

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Krzysztof Durkalec-Michalski, Ph.D

Academic Editor

PLOS ONE

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Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.

Reviewer #1: All comments have been addressed

Reviewer #2: All comments have been addressed

**********

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Reviewer #1: (No Response)

Reviewer #2: Yes

**********

3. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: (No Response)

Reviewer #2: Yes

**********

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Reviewer #1: (No Response)

Reviewer #2: Yes

**********

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Reviewer #2: Yes

**********

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Reviewer #1: (No Response)

Reviewer #2: There are still several places where the units are mathematically incorrect - see line 113 and elsewhere!

**********

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Reviewer #1: No

Reviewer #2: Yes: Pete Lemon

**********

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PLoS One. 2024 Dec 31;19(12):e0312997. doi: 10.1371/journal.pone.0312997.r004

Author response to Decision Letter 1


4 Oct 2024

COMMENTS:

1. In the work, all unit entries (text, tables) have still not been corrected in accordance with the reviewer's comments - they should be unified everywhere, e.g. "kcal∙kg-1" instead of "kcal/kg"; "W∙kg-1" instead of "W/kg”, „g∙kg-1∙day-1” instead of „g/kg/day”, „kg∙m-2” „kg/m2” etc.

Author Response: Thank you for your feedback. We have now carefully revised and unified all unit entries throughout the manuscript, ensuring consistency across both the text and tables. All units have been updated to the correct scientific notation per your suggestion.

2. Line 60 - insert a space between (6-8%) and [14,15].

Author Response: Thank you for pointing this out. We have inserted the space between "(6-8%)" and the citation "[14,15]" as requested.

3. line 70: first use - "DiLEU (DILEU)", - use the full name and abbreviations can be used in the rest of the text.

Author Response: Thank you for your suggestion. We have now provided the full name at its first mention followed by the abbreviation in parentheses, and used the abbreviation throughout the remainder of the text.

4. Line 258 – change „caloric” to „energy”.

Author Response: Thank you for your suggestion. We have replaced “caloric” with “energy” throughout the manuscript as requested.

5. Table 2 - The lack of statistical values makes it impossible to assess whether the participans did not differ "at the entrance" to the individual groups (LEU vs. DILEU vs. PLA). This point should be addedd so as not to leave readers with potential doubts.

Author Response: Thank you for your observation. We have now added the relevant statistical values to Table 2 to clarify that there were no significant differences between the groups at baseline.

6. Table 2 - In the unit description for Relative Leg/Bench Press, put "Body Mass" in the subscript.

Author Response: Thank you for the comment. We have revised the unit description in Table 2 to include “Body Mass” in the subscript as requested.

7. Table 3 – insert „intake” after „Relative Energy”.

Author Response: We have inserted “intake” after “Relative Energy” in Table 3

8. Table 4 – insert „mass” after "Dry lean".

Author Response: We have inserted “mass” after “Dry lean” in Table 4

9. In the revised description of the results, there are probably mistakes in some points - these descriptions do not match the data from the tables.

- In the line 359 - the authors write "a significant increase in bench press 1RM for DILEU compared to PLA (p = 0.02; 95% CI: 6.8, 75.9 kg)" - here it should rather be "total strength" (see table 5).

- in the 374 - similarly as above. Authors write „…increase in leg press RFT” - and it should be " …increase in total reps..".

- The whole manuscript should be checked in this respect to make sure all descriptions are correct.

Author Response: Thank you for identifying these discrepancies. We have corrected the descriptions in the highlighted lines and thoroughly reviewed the entire manuscript to ensure that all results descriptions are accurate and match the data in the tables.

10. Lines 383 and 384 - p values are incorrect and there is an error in the descriptions („p = 0.0.54”; „p = 0.0.65” and „p = 0.0.92”). This should be corrected and the entire text/tables/figures should be checked again.

Author Response: Thank you for pointing this out. We have corrected the p-values in lines 383 and 383 and reviewed the entire manuscript, including text, tables, and figures, to ensure all p-values are accurate and correctly reported.

11. Line – „calories” are not consumed - it is de facto a unit. Please correct the sentence and use "energy intake".

Author Response: Thank you for the suggestion. We have corrected the sentence to use “energy intake” instead of calories to accurately reflect the concept.

Attachment

Submitted filename: Hagele-PONE-D-24-07083R1-Response to Reviewers-10.04.24.docx

pone.0312997.s004.docx (19.2KB, docx)

Decision Letter 2

Krzysztof Durkalec-Michalski

17 Oct 2024

Dileucine Ingestion, but not Leucine, Increases Lower Body Strength and Performance Following Resistance Training: A Double-Blind, Randomized, Placebo-Controlled Trial

PONE-D-24-07083R2

Dear Dr. Kerksick,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

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Kind regards,

Krzysztof Durkalec-Michalski, Ph.D

Academic Editor

PLOS ONE

Acceptance letter

Krzysztof Durkalec-Michalski

28 Oct 2024

PONE-D-24-07083R2

PLOS ONE

Dear Dr. Kerksick,

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now being handed over to our production team.

At this stage, our production department will prepare your paper for publication. This includes ensuring the following:

* All references, tables, and figures are properly cited

* All relevant supporting information is included in the manuscript submission,

* There are no issues that prevent the paper from being properly typeset

If revisions are needed, the production department will contact you directly to resolve them. If no revisions are needed, you will receive an email when the publication date has been set. At this time, we do not offer pre-publication proofs to authors during production of the accepted work. Please keep in mind that we are working through a large volume of accepted articles, so please give us a few weeks to review your paper and let you know the next and final steps.

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If we can help with anything else, please email us at customercare@plos.org.

Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Dr. Krzysztof Durkalec-Michalski

Academic Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 File

    (PDF)

    pone.0312997.s001.pdf (235.3KB, pdf)
    S1 Checklist. CONSORT 2010 checklist of information to include when reporting a randomized triala.

    (PDF)

    pone.0312997.s002.pdf (117.1KB, pdf)
    Attachment

    Submitted filename: Response to Reviewers.docx

    pone.0312997.s003.docx (22.5KB, docx)
    Attachment

    Submitted filename: Hagele-PONE-D-24-07083R1-Response to Reviewers-10.04.24.docx

    pone.0312997.s004.docx (19.2KB, docx)

    Data Availability Statement

    All relevant data are within the manuscript and its Supporting information Files.


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