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Frontiers in Nutrition logoLink to Frontiers in Nutrition
. 2023 Jan 4;9:1078108. doi: 10.3389/fnut.2022.1078108

12-week curcumin supplementation may relieve postexercise muscle fatigue in adolescent athletes

Kai-Yuan Bai 1,, Gin-Hua Liu 2,, Chun-Hao Fan 3, Liang-Tseng Kuo 3,4,5,*,, Wei-Hsiu Hsu 3,4,5,*,, Pei-An Yu 3,4, Chi-Lung Chen 3,4
PMCID: PMC9846492  PMID: 36687718

Abstract

Introduction

High-intensity exercise causes oxidative stress, muscle soreness, and muscle fatigue, leading to reduced exercise performance. Curcumin possesses antioxidative and anti-inflammatory properties and thus alleviates postexercise damage. Therefore, this study evaluated the effect of curcumin on athletes’ postexercise recovery.

Methods

A non-randomized prospective cohort investigation was done. We recruited middle and high school athletes engaged in wrestling, soccer, and soft tennis. During the 12-week daily exercise training, the participants were assigned to receive curcumin supplementation (curcumin group) or not (control group). Body composition, exercise performance, inflammatory factors, muscle fatigue, and muscle soreness were recorded at the baseline and end of the study. We used the Mann–Whitney U test to compare the participants’ demographics, such as age, height, weight, and training years. The Wilcoxon test was used to compare the differences between the groups before and after curcumin supplementation.

Results

Of 28 participants (21 men and 7 women, with a mean age of 17 years), 13 were in the curcumin group and 15 in the control group. A significant decrease in muscle fatigue and muscle soreness scores was observed in the curcumin group after 12 weeks. Moreover, a significant decrease in the 8-hydroxy-2 deoxyguanosine level and a significant increase in basic metabolic rate and fat-free mass were observed in the curcumin group.

Conclusion

Curcumin can reduce muscle fatigue and soreness after exercise, indicating its potential to alleviate postexercise damage. It could be considered to cooperate with nutritional supplements in regular training in adolescent athletes.

Keywords: natural polyphenols, curcumin, muscle-damaging exercise, anti-inflammatory, antioxidants, athletic performance

Introduction

Regular exercise has many health benefits (1); however, intense physical activity, especially eccentric muscle contractions, causes exercise-induced muscle damage (EIMD) and delayed onset muscle soreness (DOMS), which can affect athletic performance (2). Moreover, EIMD-induced inflammatory response may lead to several negative effects, including limited strength, decreased range of motion (ROM), and increased circulating levels of muscle damage markers (2). Decreased muscle strength in EIMD stems from sarcomere damage, impaired neuromuscular function, reduced ROM, muscle pain, and swelling (3) can persist for 3–5 days (4). Moreover, EIMD-induced inflammatory responses activate transcription factors, produce extracellular reactive oxygen species (ROS), and increase serum levels of proinflammatory cytokines, such as C-reactive proteins and interleukins [interleukin-1 (IL-1) and tumor necrosis factor-α (TNF-α)]. Besides, EIMD is also caused by free radicals, which lead to oxidative stress and reactive nitrogen species and resultant nitrosative stress (5, 6). Because of the hyperpermeability of cell membranes, muscle proteins, including creatine kinase (CK) and lactate dehydrogenase (LDH), are increasingly released from muscle cells into systemic circulation. These proteins negatively affect muscle strength (7) and are, therefore, used as biomarkers of muscle damage (8).

Because of their negative impact on athletic performance, muscle damage, and inflammatory responses must be controlled for rapid recovery, especially in athletes and those undergoing intense exercise regimens. Nonsteroidal anti-inflammatory drugs (NSAIDs) are commonly used to treat DOMS (9); however, their effectiveness after EIMD is limited (10). Because of the detrimental effects of NSAIDs on soft tissue healing and the central nervous system (11), less harmful natural substances with anti-inflammatory potential must be explored.

Curcumin [1,7-bis (4-hydroxy-3-methoxyphenyl) 1,6-heptadiene-3,5-dione], the main natural bioactive polyphenol of turmeric (2 to 5% by weight), possesses anti-inflammatory and antioxidant properties (12, 13) and may be used to increase exercise performance (14). Curcumin can inhibit the formation of cyclooxygenase and lipoxygenase and can indirectly reduce free radical formation (15). In addition, curcumin can inhibit intracellular ROS production and increase the levels of antioxidant enzymes, such as vitamin E and coenzyme Q10 (15, 16). Curcumin reduces inflammation by inhibiting inducible nitric oxide synthase production and nitric oxide release and by reducing the activity of nuclear factor kappa B and cytokines, such as IL-1 β, TNF-α, and IL-6 β (16). Moreover, curcumin can inhibit STAT3 activation, another key inflammatory pathway (17, 18).

The short-term effects of curcumin on exercise were approved by animal studies (15, 19). Recent systematic reviews have supported the clinical efficacy of curcumin in treating oxidative stress, EIMD, and DOMS (2, 20, 21). Several studies investigated the efficacy of curcumin on postexercise muscle damage (2227). However, most of them focused on the untraining period (2427) or had a short-term study period (< 1 week) (2427). Therefore, the long-term applicability of curcumin during the training period was uncertain, especially during the regular training status. Although some studies focused on the long-term supplement of curcumin during the training period (22, 23), the participants were all young adults (mean age > 20 years). Therefore, the effect of curcumin on adolescent athletes’ performance and muscle damage remains uncertain. Thus, we explored the efficacy of curcumin supplements in adolescent athletes in this study. We hypothesized that curcumin supplementation can effectively reduce oxidative stress, inflammatory index, and muscle damage and improve sports performance after training in adolescent athletes.

Materials and methods

Participants

This study enrolled middle and high school athletes receiving sub-special training, such as wrestling, soft tennis, and soccer. Participants who received regular training for more than 20 h per week for more than 1 year were included. Participants who were regularly taking supplements, such as turmeric, vitamins, and zinc, were excluded. Participants who were allergic to curcumin or felt uncomfortable with curcumin supplements were also excluded. We also excluded athletes who cannot receive regular training due to sports injuries to minimize bias from training levels. After enrollment, the participants were provided the option of joining either the curcumin group or the control group. The participants in the curcumin group received the curcumin supplement, whereas those in the control group did not. All participants performed exercise training in the Chiayi County Yung Ching Senior High School and recorded the amount of daily exercise training in an exercise training log. We explained the study project to the participants and their guardians and obtained a signed informed consent form. This study conformed to the tenets of the Declaration of Helsinki for medical research involving human subjects and was approved by the Institutional Review Board of Chang Gung Memorial Hospital (IRB No. 202100069A3C601).

The participants’ demographics, including age (years), height (cm), weight (kg), sports training experience (years), details of training undergone, nutritional supplement status, and medical history, were recorded. In addition, all participants underwent body composition, blood, urine, fitness, muscle fatigue, and muscle soreness assessments at the baseline and end of this 12-week study. No exercise training was scheduled on the test day.

Nutritional supplements

The participants in the curcumin group received a Chinese curcumin supplement named Jiang Huang Powder Ko Da (KO DA Pharmaceutical Co., Ltd., Taoyuan, Taiwan) after being evaluated by a Chinese medical practitioner. Each pack contains 500 mg of Jiang Huang Powder, which is made by 300 mg of curcumin, 190 mg of starch, and 10 mg of sodium carboxymethyl cellulose. The participants received a 1.5-g sachet a day for 90 consecutive days; therefore, the curcumin intake of each participant was 1,200 mg per day.

Body composition

We measured the participants’ body composition by using a body composition analyzer (InBody 720, Biospace, Seoul, Republic of Korea), which simultaneously records body weight, fat-free mass, body fat mass, and basal metabolic rate (BMR) (28).

Blood and urine analysis

We determined the serum TNF-α and CK levels to monitor the inflammatory index and muscle damage. In addition, we assessed the participants’ oxidative stress index by determining the levels of 8-hydroxy-2 deoxyguanosine (8-OHdG) and malondialdehyde (MDA) in urine.

Spot urine samples were collected and stored below –80°C until the analysis. Urinary MDA was quantified using a thiobarbituric acid reactive substances assay kit (Oxford Biomedical Research Inc., Rochester Hills, MI, USA. Product codes: FR40). Urinary 8-OHdG was quantified using an ultraperformance liquid chromatography–tandem mass spectrometer (Waters Xevo TQ-XS, Milford, MA, USA. Product codes: WAT058951). Urinary creatinine (CRE) concentration was used for urinary MDA and 8-OHdG concentration adjustments.

For determining the levels of CK and TNF-α, 5 mL of blood samples were collected into a serum separation tube through cubital fossa venipuncture in the dominant arm. Serum TNF-α was measured using chemiluminescent immunoassay on a Siemens IMMULITE 1000 system (Siemens Healthcare Diagnostics Inc., Camberley, Surrey, UK. Product Codes: LKNF1). In addition, serum CK activity was determined using the enzymatic rata method with a Hitachi LST008 (Hitachi, Japan) and a test kit (Cica LaboFit CK, Japan).

The concentration of CK, TNF-α, and MDA was determined at the Department of Laboratory Medicine, Chang Gung Memorial Hospital, Chiayi. The 8-OHdG quantification was performed at the Department of Laboratory Medicine, Chang Gung Memorial Hospital, Linkou. Both laboratories are accredited to ISO 15189 by Taiwan Accreditation Foundation.

Fitness assessment

The participants’ fitness level was evaluated using the HELMAS physical fitness management system (O2RUN CO., LTD., Seoul, Republic of Korea) at our institution. Several dimensions of health-related fitness, including muscular strength (grip and back strength), balance (closed-eyes foot balance), flexibility (sitting trunk flexion and trunk extension), muscle endurance (sit-ups), power (vertical jump), and agility (reaction times and side steps), were evaluated. The participants warmed up for 5 min before the test. To minimize the influence of fatigue, the participants rested for 1 min between each test. Each test was performed twice (with a minimum interval of 30 s), and the higher performance was selected as a measurement of individual physical fitness (29).

Muscle fatigue and muscle soreness assessment

We used the visual analog scale to assess the participants’ muscle fatigue and muscle soreness status, with 0 and 10 cm denoting no fatigue or soreness and maximum fatigue or soreness, respectively (30). The participants filled out the assessment form daily after the training.

Effect size

The effect size (Cohen’s d) was 1.13, as determined using G*Power 3.1.9.7 (Heinrich Heine University, Düsseldorf, Germany). The input parameters used for the two-tailed t test were alpha = 0.05, power = 0.8, the sample size of the control group was 15, and the sample size of the curcumin group was 13.

Statistical analysis

All data were analyzed using SPSS 26.0 (SPSS Inc., Chicago, IL, USA). Means (standard deviation) were calculated for the participants’ parameters. The Mann–Whitney U test was used to compare the parameters between the groups. The Wilcoxon test was used to compare the baseline and 12-week parameters in the same group. In addition, the change in each item was calculated using the following formula:

Change(%)=(Test12thweek-Testbaseline/Testbaseline)×100%

The percentage change between baseline and 12th week was compared in both groups. We used the chi-square test to compare the percentage change in parameters across the study period between the control and curcumin groups; p < 0.05 was considered significant.

Results

This study initially enrolled 60 participants. After 11 participants were excluded, 49 remained. Of them, 25 and 24 participants were in the control and curcumin groups, respectively. Because of an incomplete second survey, 10 participants from the control group were excluded. Moreover, 11 participants in the curcumin group were excluded due to nonadherence to the curcumin regimen. Finally, 28 participants, with 15 (13 male and 2 female) in the control group and 13 (8 male and 5 female) in the curcumin group, were included in the study (Figure 1).

FIGURE 1.

FIGURE 1

Study schematic.

Body composition analysis

Female athletes had a lower fat-free mass and BMR than the males in both groups (Supplementary Table 1). In the control group, no significant change in body composition was observed after 12 weeks. However, in the curcumin group, a significant increase in fat-free mass (p = 0.003) and BMR (p = 0.001) was observed after 12 weeks (Table 1). Furthermore, the significant increase in BMR was constant through box gender, whereas increase of fat-free mass was only significant in males (Supplementary Table 1).

TABLE 1.

Demographics and body composition data of the participants.

Control (N = 15) Curcumin (N = 13)
Gender, F: M 2: 13 5: 8
Sports type, W: S: ST 3: 9: 3 2: 9: 2
Age (years) 17 ± 1 17 ± 1
Height (cm) 168 ± 6 165 ± 7
Baseline 12 weeks follow up Baseline 12 weeks follow up
Mean ± SD Mean ± SD Mean ± SD Mean ± SD
Weight (kg) 61 ± 9 61 ± 7 62 ± 7 63 ± 7
BMI (kg/m2) 22 ± 3 22 ± 2 23 ± 3 23 ± 2
Body fat mass (kg) 9 ± 6 9 ± 5 13 ± 6 12 ± 4
Fat free mass (kg) 51 ± 7 52 ± 7 49 ± 7 51 ± 8
BMR (kcal) 1478 ± 142 1484 ± 153 1433 ± 153 1464 ± 160

p < 0.05 between baseline and 12 weeks. BMI, body mass index; BMR, basal metabolic rate; F, female; M, male; S, soccer; ST, soft tennis; W, wrestling.

Blood and urine analysis

We assessed the levels of CK, MDA, 8-OHdG, and TNF-α (Table 2). In the curcumin group, a significant reduction in the urinary level of 8-OHdG was observed after 12 weeks, with a decrease in mean value from 4.79 to 3.86 ng/mg CRE (p < 0.036). However, no significant changes were noted in the levels of CK, MDA, and TNF-α (all p > 0.05). Furthermore, the subgroup analysis according to gender did not find the significant difference of change as above (Supplementary Table 2).

TABLE 2.

Inflammatory markers, fitness, and muscle fatigue at baseline and the end of study (12 week).

Control (N = 15) Curcumin (N = 13)
Baseline 12 weeks follow up Baseline 12 weeks follow up
Mean ± SD Mean ± SD Mean ± SD Mean ± SD
Inflammatory markers
CK (U/L) 446 ± 375 536 ± 669 277 ± 113 290 ± 165
MDA (μmol/g CRE) 1.45 ± 0.57 1.83 ± 0.71 1.60 ± 1.53 1.22 ± 1.07
8-OHdG (ng/mg CRE) 4.10 ± 1.23 4.21 ± 1.55 4.79 ± 1.66 3.86 ± 1.12
TNF-α (pg/ml) 7.23 ± 1.80 6.70 ± 1.67 6.75 ± 1.36 6.91 ± 1.01
Fitness
Sit up (times) 24 ± 5 24 ± 5 21 ± 3* 22 ± 2
Back strength (kg) 109 ± 23 123 ± 27 109 ± 22 123 ± 23
Grip strength (kg) 39 ± 7 40 ± 7 38 ± 10 37 ± 9
Vertical jump (cm) 43 ± 9 47 ± 7 39 ± 10 42 ± 8
Side step (times) 35 ± 7 36 ± 8 37 ± 8 34 ± 6
Reaction time (ms) 261 ± 58 302 ± 69 330 ± 151 256 ± 51
Close eyes foot balance (s) 49 ± 41 58 ± 53 98 ± 122 72 ± 56
Sitting trunk flexion (cm) 16 ± 5 16 ± 7 16 ± 7 15 ± 6
Trunk extension (cm) 46 ± 4 49 ± 6 48 ± 6 50 ± 6
Muscle fatigue
Muscle fatigue score 7 ± 1 7 ± 1 6 ± 1 4 ± 2*†
Muscle soreness score 7 ± 1 7 ± 2 7 ± 2 4 ± 2*†

*p < 0.05 between the control and curcumin groups. p < 0.05 between baseline and 12 weeks. 8-OHdG, 8-hydroxy-2 deoxyguanosine; CK, creatine kinase; CRE, creatinine; MDA, malondialdehyde; TNF-α, tumor necrosis factor-α; SD, standard deviation.

Fitness and muscle fatigue assessment

In the curcumin group, the muscle fatigue score and muscle soreness score decreased significantly from 6 ± 1 to 7 ± 2, respectively, at baseline to 4 ± 2 and 4 ± 2, respectively, after 12 weeks of curcumin supplementation (all p = 0.005; Table 2). These significant changes were still noted in males, but not in females (Supplementary Table 2). A significant difference in reaction time, muscle fatigue score, and muscle soreness score was observed between the groups. The mean percentage change in reaction time of the control and curcumin groups was 21 and -14%, respectively (both p < 0.05; Table 3). Furthermore, significant differences in percentage change in muscle fatigue score and muscle soreness score were observed between the groups (p = 0.007 and p = 0.001, respectively, Table 3). Similarly, these significant changes were still noted in males, but not in females (Supplementary Table 3).

TABLE 3.

Percentage change of body composition, inflammatory markers, fitness, and muscle fatigue between baseline and the end of study (12 weeks).

Control (N = 15) Curcumin (N = 13)
Mean ± SD Mean ± SD p
Weight and body composition
Weight 1 ± 4 2 ± 4 0.565
Body fat mass 8 ± 27 1 ± 17 0.761
Fat-free mass 1 ± 5 3 ± 2 0.093
BMR 0.4 ± 3 2 ± 1 0.076
Inflammatory markers
CK 19 ± 104 9 ± 51 0.662
MDA 32 ± 64 22 ± 149 0.439
8-OHdG 3 ± 22 -14 ± 27 0.050
TNF-α -7 ± 26 6 ± 23 0.237
Fitness
Sit up -1 ± 20 6 ± 15 0.253
Back strength 12 ± 14 14 ± 16 0.846
Grip strength 4 ± 14 1 ± 13 0.698
Vertical jump 9 ± 11 11 ± 18 0.560
Side step 5 ± 22 -4 ± 24 0.382
Reaction time 21 ± 38 -14 ± 25 0.017*
Close eyes foot balance 89 ± 219 8 ± 93 0.357
Sitting trunk flexion -6 ± 24 6 ± 38 0.923
Trunk extension 6 ± 13 6 ± 14 0.898
Muscle fatigue
Muscle fatigue score 2 ± 21 -29 ± 29 0.007*
Muscle soreness score -5 ± 28 -36 ± 29 0.001*

*p < 0.05 between the control and curcumin groups.

Comparison of percentage change between groups

We used the chi-square test to compare the percentage change in parameters before and after supplementation between the control and curcumin groups (Figure 2). A significant difference in percentage change (decrease) in BMR, muscle fatigue score, and muscle soreness score (p = 0.044, 0.004, and 0.022, respectively) was observed between the groups.

FIGURE 2.

FIGURE 2

Comparison of change trends of parameters between the two groups. Asterisk means statistically significant difference between the control and curcumin groups (Chi-square test: BMR, p = 0.044; muscle fatigue score, p = 0.004; muscle soreness score, p = 0.022). 8-OHdG, 8-hydroxy-2 deoxyguanosine; BMR, basic metabolic rate; CK, creatinine kinase; MDA, malondialdehyde; TNF-α, tumor necrosis factor-α.

Discussion

This study examined changes in body composition, inflammation, exercise performance, and muscle fatigue in adolescent athletes after curcumin supplementation. In the curcumin group, a significant decrease in the 8-OHdG level, muscle fatigue score, and muscle soreness score was observed compared with the baseline values. A significant difference in reaction time, muscle fatigue score, and muscle soreness score was observed between the curcumin and control groups. Moreover, a significant difference in percentage change in BMR, muscle fatigue score, and muscle soreness score was observed between the groups. These findings imply that curcumin supplementation not only reduces inflammation but also reduces postexercise muscle fatigue and soreness in adolescent athletes. Therefore, curcumin supplements can alleviate muscle damage after intensive exercise, and should be considered to be incorporated into the nutrition supplement during regular training in adolescent athletes.

Many studies have indicated the antioxidant and anti-inflammatory properties of curcumin (2, 14, 31). Inflammatory mediators are released during immune system activation after EIMD, and curcumin may lower inflammatory mediator levels through the regulation of signaling pathways (2). Nicol et al. and Tanabe et al. discovered that curcumin cannot inhibit TNF-α, which is consistent with our findings (26, 32). However, McFarlin et al. discovered that curcumin supplementation significantly reduced TNF-α levels after leg press exercise (27). Some studies have indicated that curcumin reduces postexercise CK rise (20, 26), a result not observed in this study. Roohi et al. discovered that curcumin supplementation after a 14-km run significantly reduced MDA levels (33). These results indicated that curcumin supplementation may affect antioxidant markers differently. Curcumin supplementation significantly reduced only 8-OHdG levels in our study. Although curcumin cannot reduce the levels of all oxidative metabolites, it can reduce some oxidative stress caused by exercise, thereby increasing the overall antioxidant capacity (24, 34).

Jäger et al. discovered that curcumin slowed muscle strength loss after muscle-damaging exercise (22). Nicol et al. discovered that curcumin may improve jumping performance in the days following muscle damage (32). We evaluated several parameters of athletic performance; of them, only reaction time exhibited a significant difference after 12 weeks. The difference may arise from the assessment frequency. The previous studies [20, 30] which repeated the assessments several times after exercise, observed that the curcumin group had a less reduction in athletic performance than the control group. Our study only made an assessment once after the curcumin supplement. In future research, serial assessments may be needed to check the curcumin efficacy in athletic performance in adolescents.

Several studies have analyzed the effect of curcumin on postexercise recovery (20, 23, 2527, 35) and described that curcumin supplementation could relieve postexercise muscle soreness (20, 23, 25). However, other studies have reported contradictory results (26, 27). Tanabe et al. (26) and Mcfarlin et al. (27) discovered that pre-exercise and postexercise curcumin supplementation did not relieve muscle soreness. However, we discovered that curcumin supplementation alleviated postexercise fatigue and muscle soreness. These contradictory results may be because some studies have used a single dose of curcumin before and after exercise or have used a shorter supplementation period; however, we used a daily dose of curcumin over 12 weeks. Compared with a single dose before and after exercise, regular and quantitative daily doses may help achieve a stable blood concentration and exert a superior effect.

A study focused on changes in certain muscle groups after performing a single course of specific movements, such as concentric or eccentric contraction of a specific joint, treadmill walking, leg press, and running (35). Moreover, these studies were performed for a short period (within 3 days). However, in the present study, the exercises focused on the whole body. Moreover, the study period was longer (12 weeks), leading to an improved understanding of how curcumin affects overall athletic performance and postexercise recovery after a prolonged training session.

Strengths and limitations

In this study, some strengths may be highlighted, such as the first study investigating the effect of curcumin on postexercise recovery in adolescent athletes and a more extended intervention period (12 weeks) than ever. However, this study has several limitations. First, because of not a randomized, double-blind study with limited samples, inherent biases may exist. Although the baseline characteristics of the participants were similar, the participants were provided the option of joining either the curcumin group or the control group, thereby leading to a selection bias. Moreover, the participants and assessors were not blinded to the treatment, contributing to performance bias and detection bias. Limited samples jeopardized the interpretation of subgroup analyses by gender. These biases reduced the certainty of the results. Second, we only checked some inflammatory markers; therefore, the effect of curcumin on other inflammatory markers, such as IL-6, IL-8, nuclear factor kappa B, LDH, and lactate, in adolescent athletes could not be determined. Third, we did not develop a standardized protocol for sports training but continued the training the players were already undergoing. Although the inclusion of different sports-based exercises could have influenced the interpretation of the results, we used the exercise training log that recorded parameters, including the session rating of perceived exertion, to monitor the training load, which may somewhat limit this bias (36). Fourth, we did not standardize the participants’ nutritional intake or record each participant’s diet. Some diets containing natural curcumin, such as yellow mustard and curry, might potentially interfere with the results of this study. To eliminate the possible bias from unbalanced nutritional intake and diet, an athlete should be requested to design a diet tailored to their situation and record them in future investigations.

Conclusion

Regular curcumin supplementation during exercise can relieve the associated muscle soreness and fatigue. Although the effect of curcumin supplementation on exercise performance may vary from person to person, it could be considered to cooperate into nutritional supplements in regular training in adolescent athletes.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Ethics statement

The studies involving human participants were reviewed and approved by Institutional Review Board of Chang Gung Memorial Hospital (IRB No. 202100069A3C601). Written informed consent to participate in this study was provided by the participants or their legal guardian/next of kin.

Author contributions

G-HL: conceptualization and methodology. K-YB: funding acquisition and writing—original draft preparation. C-HF: project administration, investigation, data curation, and formal analysis. L-TK and W-HH: methodology and writing—review and editing. W-HH: conceptualization and supervision. All authors have read and agreed to the published version of the manuscript.

Funding

This study was funded by the Chang Gung Memorial Hospital Grants (CMRPG6K0141-3, CMRPG6L0111-2, and CORPG6L0021).

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fnut.2022.1078108/full#supplementary-material

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Data Availability Statement

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