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Protein and Amino Acid Supplements Use Among Recreational Gym-Goers in Northwestern Romania

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09 May 2025

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13 May 2025

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Abstract
Background/Objective: Recreational gym-goers frequently use nutritional supple-ments (NS) based on protein and amino acids without medical advice and under-standing. The present study investigates the relationship between protein and amino acid supplementation and various associated aspects among recreational athletes in 2 gymnasiums from Oradea (Romania). Materials and Methods: 165 gym-goers (110 men and 55 women, most of them 18-30 years old) with high educational levels were included in the present study conducted as a face-to-face interview. Results: Partici-pants were divided into 4 groups: protein supplement users (PSU, 42/165), creatine supplement users (CSU, 38/165), L-carnitine supplement users (LcSU, 37/165), and protein+creatine+L-carnitine supplement users (PCLcSUs, 48/165). Most consumers are young (18-30 years) and prefer the triple combination. Females consume PS and CS (38.2% and 34.5%), while the most used NS by males are PCLcS (36.4%) and LcS (27.3%). Obese gym-goers opted for LcS consumption (r = 0.999, p< 0.05). Creatine and L-carnitine are consumed for force training (65.79 and 62.16%), while PCLcS and PS are used in Cardio+Force and Force in the same measure (42.86 and 47.92%). Most PSUs are gym-goers for 7-12 months and > 1 year (r = 0.999, r = 0.952, p< 0.05), while PCLcSUs have a training frequency of ≥5 times/week (r = 0.968, p< 0.05). Muscle mass growth is the principal training scope for all NS users (57.89%), followed by the mus-cular tonus (40.54%), p< 0.05. Creatine is used for increasing physical effort capacity (r = 0.999, p< 0.05), while PS is used for physical effort recovery and weight loss (r = 0.999, p< 0.05). In contrast, LcS is used for fat-burning and consumed during muscle-defining time (r = 0.999, p< 0.05). Almost 30% of one-only NS users had various side effects, while all PCLcSUs claimed side effects (p< 0.05). Conclusions: Age and gender were key factors in diet type, training type, frequency, duration, scope, NS type, and dose intake. The NSs consumed in combination substantially increase the frequency of side effects. The present study results highlight the need for health professionals' advice and monitoring in a personalized diet and protein and amino acid supplementation.
Keywords: 
whey protein
;  
creatine
;  
L-carnitine
;  
recreational gym-goers
;  
daily diet type
;  
training type
;  
side effects
Subject: 
Public Health and Healthcare  -   Physical Therapy, Sports Therapy and Rehabilitation

1. Introduction

Both nutrition and physical activity are fundamental pillars of good health, offering many benefits that impact nearly every aspect of our well-being. They work synergistically to promote a healthier and longer life. Due to environmental concerns raised by the food industry, the World Health Organization (WHO) supports sustainable diets, defined as dietary patterns that underline all dimensions of individuals' health and well-being [1,2]. Regular physical activity, encompassing any body movement that expends energy, offers a multitude of physical and mental health advantages: improves cardiovascular health, helps manage weight, builds and maintains strong muscles and bones, increases energy levels, improves mood, and diminishes stress, enhances cognitive function, facilitates recovery after various diseases, reduces the risk of chronic ones and ameliorates patient condition in various chronic illnesses [3].
Numerous people embrace a lifestyle that incorporates a balanced diet and regular exercise as a key to a healthier life. Most use gyms and fitness facilities for general health, weight loss, and fitness improvement, and are known as recreational gym-goers [4]. They incorporate gym attendance and exercise into their lives for individual benefits and enjoyment without the pressures and demands of professional athletes [5]. Currently, recreationists excessively focus on improving fitness and achieving aesthetic goals, such as building muscle or losing fat, using various nutritional supplements (NSs). Although the use of NSs by professional athletes and their benefits have been extensively studied, the literature on recreational athletes is limited [6].

1.1. Literature review

1.1.1. Protein and Amino Acid Supplementation—Benefits and Daily Doses

Protein supplements, particularly whey protein (WP), are among the most popular due to their role in muscle synthesis and recovery [7]. The Institute of Medicine's recommended dietary allowance (RDA) for protein is 0.8 g/kg/day for the entire adult population [8], while the Acceptable Macronutrient Distribution Range (AMDR) indicates a daily protein intake of 1.05–3.67 grams per kilogram of body weight for adults aged 18 years and older [9]. The International Society of Sports Nutrition showed that for most people who exercise, an overall protein intake in the range of 1.4-2.0 g protein/kg body weight/day (g/kg/d) is adequate for gaining and maintaining muscle mass through a positive muscle protein balance. More protein (2.3–3.1 g/kg/d) could be required for resistance-trained subjects to optimize lean body mass retention during hypocaloric periods. Higher protein intakes (>3.0 g/kg/d) may improve body composition in resistance-trained individuals (encourage loss of fat mass) [10].
Whey protein has significantly impacted nutritional supplements for athletes, as it contains around 50% of essential amino acids (EAA) and approximately 26% of branched-chain amino acids (BCAA). The amino acid composition of WP exhibits a similar pattern to that of human skeletal muscle, allowing for faster absorption compared to other protein sources [11]. It can stimulate skeletal muscles, reduce fatigue, enhance muscle protein synthesis (MPS), and slightly inhibit muscle protein breakdown (MPB) [12]. Recreational exercisers widely practice resistance training (RT) combined with WP supplementation to increase the muscle mass and strength that RT induces [13]. A daily dose of 20 to 25 g of WP yields the intended advantages. However, exceeding 40 g may cause adverse effects [14].
Creatine is a well-documented ergogenic aid that facilitates ATP production by enhancing muscle strength, lean body mass, and recovery [15]. It is a guanidine compound with both exogenous and endogenous sources, synthesized in the kidneys, liver, and pancreas from three amino acids: glycine, methionine, and arginine [16,17]. Creatine monohydrate (CM) supplementation has been consistently reported in the literature to increase phosphagen levels in muscle, improve performance during repetitive high-intensity exercise, and promote significant training adaptations [18]. It is a stable form of Creatine that is not significantly degraded during the digestive process and is either taken up by muscle or eliminated in the urine. Despite its widespread use worldwide, no clinically significant adverse effects have been reported from CM supplementation; short- and long-term supplementation is safe and well-tolerated in healthy individuals and several patient populations. The regulatory status of CM is not well established; currently, it is the only form of creatine officially approved in key markets, including the USA, Canada, the European Union, and South Korea [18].
Research has shown the effects of creatine supplementation, including injury prevention and rehabilitation, enhanced post-exercise recovery, increases in serum testosterone concentration, and reduction in cortisol level [19], as well as potential neurological benefits relevant to sports [20,21]. Supplementation protocols include an initial loading phase (0.3 g/kg/day) for 5-6 days, followed by a maintenance dose that varies in different studies: 0.03 g/kg/day [22], 0.07 g/kg/day [23], or 0.1g/kg/day [24]. Previous studies regarding creatine supplementation's effects on RT performance were conducted both ways, with and without a loading protocol [25,26]. Galvan et al. conducted a trial involving 13 healthy and physically active adults divided into four groups, each supplemented with a different dose of Creatine (1.5 g, 3 g, and 5 g/day), aiming to assess the dose-dependent effects on safety and exercise performance rates. The authors concluded that a dose of up to 3 g/day is safe and effective regarding changes in strength and body composition [27]. A recent study examined the effects of whey protein and creatine supplementation compared to WP consumption alone on body composition and performance variables in 17 resistance-trained young women [28]. After 8 weeks of training, Wilborn et al. observed that all performances increased, but no significant differences were recorded between WP and WP+CM supplementation [28]. Similar results were reported by Collins et al. in the RT of elderly individuals with frailty [29].
L-carnitine, another widely used supplement, is valued for facilitating the metabolism of fatty acids and energy production within mitochondria [30]. Increasing L-carnitine intake through supplementation can enhance fat oxidation, significantly reducing body fat reserves [31]. Several studies reported that LcS increases exercise performance, improves recovery, and reduces oxidative stress [32,33]. Although naturally present in animal-based foods, its supplementation is often necessary for individuals with higher metabolic demands or specific treatments and dietary restrictions [34,35,36,37,38,39,40,41]. L-carnitine tartrate supplementation has a beneficial effect on markers of post-exercise metabolic stress and muscle damage. Spiering et al. demonstrated that 1-2 g L-carnitine effectively mitigated various markers of metabolic stress and muscle soreness in athletes [42] while 3-4 g taken before physical exercise, prolonged exhaustion [43]. Evans et al. reported the benefits of L-carnitine combined with creatine and leucine on functional muscle strength in healthy older adults [44].

1.1.2. Protein and Amino Acid Supplements: Potential Side Effects. Nutrivigilance

Protein supplements are safe for most people when recommended, but they can cause side effects, especially when overused or if there are underlying health conditions [45]. The well-known side effects are digestive issues (abdominal pain, gas, diarrhea), kidney strains [46,47,48], liver damage (when the liver is previously affected) [49,50], allergic reactions [51], nutrient imbalance, heavy metal contamination [52], and weight gain. Several less common side effects could be hormonal imbalance due to Soy Protein, acne [53,54], and skin issues due to WP and bone demineralization [55].
Creatine supplementation is safe for healthy individuals at recommended dosages [56]. However, like any supplement, it may cause side effects in some users. Kidney and liver damage are potential side effects supported by scientific literature [57,58,59,60].
L-carnitine, in higher doses than 3 g/daily and prolonged treatment, can induce liver and kidney damage [61], digestive discomfort, body fish odor, rash, seizure, and high blood pressure [62].
For safeguarding consumer health by identifying potential risks associated with nutritional supplements, nutrivigilance is the science and practice of monitoring, detecting, assessing, and preventing adverse effects related to consuming food products, particularly dietary supplements, fortified foods, novel foods, and foods for a specific population [63]. Nutrivigilance plays a considerable role in ensuring the post-market safety of nutritional supplements [64]. By systematically collecting and analyzing data on adverse effects, authorities can identify potential risks, inform regulatory decisions, and protect public health [65].
While some countries have established national nutrivigilance systems [66], there is a lack of harmonization across the European Union [67]. This disparity leads to inconsistencies in monitoring and managing the safety of food supplements and related products [68]. Experts emphasize the necessity for a coordinated European nutrivigilance system to facilitate data sharing, risk assessment, and regulatory actions, thereby enhancing consumer protection across member states [69]. Establishing and harmonizing nutrivigilance systems are essential to achieving comprehensive consumer safety in food supplements and related products [70].

1.1.3. Protein and Amino-Acid Supplements Consumption in Recreational Gym Goers

The continuously increasing prevalence of various NS consumption without a healthcare professional recommendation can be explained by the widespread belief that their regular intake could improve consumer health [71,72]. Recreational gym-goers use NSs more than professional athletes [73]; unexpectantly, a recent study reported that, in Brasilia, most consumers of sports dietary supplements are physically inactive [74].
While individual preferences and objectives vary, some supplements are more popular. Athletes consume the most vitamins (75.3%), recreational gym goers prefer protein alone (30.8%) or in combination with creatine (12.2%) [75]. Thomas et al. observed that protein supplement consumption is linked to time spent exercising and high-protein-content foods [76]. Several authors suggest that athletes need extra proteins in their diet as food or as supplements, but regular gym-goers do not need these extra supplements [77]. However, physicians and nutritionists have been poorly consulted [78].
Then, recreational athletes' protein consumption is based on their own beliefs [78,79,80]; creatine and protein are in the top 5 of the most used NSs [81]. Frequently consumed by gym-goers are protein powders (59.17%), followed by creatine (41.28%), and L-carnitine (5.05%) [82]. Most recreationists prefer protein associated with creatine and amino acids (48.8%) or protein and creatine alone (6.4%) [78]. Peeling et al. included creatine in the group of established performance supplements. At the same time, L-carnitine was considered an equivocal one, with less clear evidence for its potential to enhance athletic performance [83]. Numerous questionnaire-based studies aimed to investigate protein and amino acid supplementation in recreational gym goers worldwide and the associated factors. Most of them analyzed the most-used supplements from various categories. They correlated their use with some aspects (age, sex, diet, bad habits, body weight, education, income, training type, frequency, scope, etc.) [84,85,86,87,88,89,90,91,92,93,94,95,96,97,98].
A few studies explored the increasing trend of NS consumption without medical advice in Romanian athletes. Ionescu et al. described a new model of analytical and prospective tools that explore nutritional supplement consumption and their positive or harmful effects [99]. Another research team used an online questionnaire to provide original information on dietary supplement use, type, effects, and source of purchase among healthy residents in Târgu Mureș, Romania [100]. Another study highlights the necessity of introducing nutrivigilance as a habitual practice and activity of all authorities and actors in the Romanian dietary supplements market [101].

1.2. Hypotheses

The literature review led to the following hypotheses:
○
Recreational gym-goers commonly use protein and amino acid supplements, alone or in combination [78,94,102];
○
Most of them are men who are young and highly educated [75,79,80,103,104];
○
Various socio-demographic and training factors influence gym-goers' protein and amino acid supplements consumption [105,106,107,108,109,110];
○
Protein and amino acid supplements may have side effects claimed by the affected consumers [62,111,112].

1.3. The Aim of the Present Study

In this context, the present study investigates the consumption of protein, creatine, and L-carnitine, alone and in combination, in recreational gym-goers from Northeastern Romania. It aims to analyze the reasons for using each nutritional supplement and the significant influencing factors. Based on the above-mentioned recent studies, a similar complex and extensive analysis of protein and amino acid supplementation in a heterogeneous group of Romanian recreational athletes has not yet been performed.

2. Materials and Methods

2.1. Study Design

The present study followed the Declaration of Helsinki regulations [113]. The protocol was approved by the Ethical Committee of the Faculty of Medicine and Pharmacy, University of Oradea, Romania, No. 21/25.02.2021, and the Gym Committee No 7/3.10.2022.
This cross-sectional study was conducted as a face-to-face interview in 2 popular gymnasiums in Oradea, Romania, from 15 January to 15 December 2024. Participants are regular gym-goers in these 2 gyms, males and females aged 18-60 years old, Romanian language speakers, and residents of the Oradea Metropolitan Area [114]. The inclusion and exclusion criteria are displayed in Table 1.
Two qualified coaches performed a rigorous check and selection of potential participants at both gym locations. Only 165 fulfilled the inclusion criteria, 55 females and 110 males. They revealed their preference for protein, creatine, and L-carnitine supplement consumption; they had regular training sessions at least twice a week in one of the gym locations. All participants were differentiated by supplement type: 42/165 were protein supplement users (PSU), 38/35 - creatine supplement users (CSU), 37/165 - L-carnitine supplement users (37/165), and 48/165 preferred to consume them in combination - protein, creatine, and L-carnitine supplement users (PCLcSUs, 48/165).

2.2. Method

Participants received brief instructions about the purpose and nature of the present research. A written informed consent was obtained from each participant who voluntarily participated in the present study. The data collection tool was a face-to-face interview based on a complex questionnaire adapted from previous works [6,82,116,117]. The participants were assured that the researchers would maintain their privacy and keep the data collected private. Measurements of body weight and height were made for all individuals before the interview, and the body mass index (BMI) was calculated under WHO guidelines using the Quetelet equation: body weight (kg)/height2 (m2) [118].
The questionnaire's first section focuses on demographic and socio-economic information. Age, gender, education level, occupation, and monthly income were included in the socio-demographic data-related inquiries. The participants were asked about their type and degree of activity at work, classifying them as completely sedentary in office jobs, physically active jobs, and their combination.
The second section of the questionnaire investigates the participants' lifestyles and healthcare levels (body weight, unhealthy habits, diet type, daily calorie consumption, daily protein consumption, and the frequency of daily meals.
The third section contains data about the gym workout routines. It includes detailed information about how long it has been since the participants started working out at the gym, how many days a week they work out there, how many hours/minutes they spend in the gym, what kinds of exercises they do there—such as cardio exercises, strength training, and a mix of both exercises—and the scope of gym training.
The fourth section of the questionnaire investigates the participants' awareness of NS, motivation for using them, administration details, benefits, and possible side effects observed after using them in conjunction with gym practice.

2.3. Statistical Analysis

Reliability Analysis Internal Model of XLSTAT Premium v.2024.4.2.1426 by Lumivero (Denver, CO, USA) investigated the questionnaire, checking the intercorrelation between all questions. The Cronbach's alpha index and Guttman L1–L6 coefficients were calculated [119].
Descriptive statistics were computed to summarize and analyze the dataset's central tendency, dispersion, and distribution, providing essential insights into the study variables. This analysis was conducted using XLSTAT Premium 2024 v. 2024.4.2.1426 and followed methodologies outlined in previous research studies [120,121]. Data are expressed as frequency (number) and relative frequency (percentage).
Furthermore, Principal Component Analysis (PCA) was performed using Pearson correlation to detect the relationships among variables [122]. The modifiable factors were NSs consumption, while the influential ones were all aspects investigated in the face-to-face questionnaire. The statistical significance was set at p-value <0.05, indicating that results below this threshold were considered statistically significant, aligning with standard health and nutrition research practices.
All used statistical tools ensured robust and reliable data analysis, facilitating accurate interpretation of the relationships between variables.

3. Results

3.1. Reliability Analysis

The Cronbach's alpha index value was 0.947, and the Guttman L1–L6 coefficients were 0.910–1.000. The correlation matrix, covariance matrix, and high coefficients reveal that all questions are significantly intercorrelated. The data obtained confirmed the questionnaire's substantial reliability and appreciable internal consistency, thus confirming its high quality.

3.2. Socio-demographic Data of Participants

The present study enrolled 165 recreational gym-goers who prefer various NSs. Of the participants, 33.33% (55/165) were women, and 66.67% (110/165) were men, p<0.05. Over 50% (87/165, 52.73%) are 18-30 years old, and 2.42% (4/165) are 50-60 years old, p<0.05. Similar percentages (23.64% and 21.21%) belong to the 30-40 and 41-50 age groups.
Most participants (135/165) have a substantial educational level: university studies (105/165, 63.64%) and master's/doctorate's (30/165, 18.18%), while only 18.18% (30/165) have a high school, p<0.05. Monthly income varies from <2000 RON (3/165, 1.82%) to >6000 RON (43/165, 26.06%), p<0.05. Most respondents have 2000 – 4000 RON (75/165, 45.45%), followed by those with 4001 – 6000 RON (44/165, 26.67%), p<0.05 (Table 2).
The daily working (DW) regimen involves > 8 h for most of them (91/165, 55.15%), following, in decreasing order, those with 4 – 8 h (69/165, 41.82%) and 1 – 4 hours (5/165, 3.03%), p<0.05. Their daily work consists of physical activity (44/165, 26.67%) and office (54/165, 32.73%); 40.61% of participants (67/165) have combined work (physical activity and office), p<0.05 (Table 2).

3.3. Lifestyle Patterns and Self-Care Awareness

The following questions investigated the participants' lifestyles: unhealthy habits, diet type, daily meal frequency and nutritional content, body weight type, and illness history. All data are displayed in Table 3.
Most gym-goer participants are non-smokers (116/165, 70.3%), while only 29.70% (p<0.05) declared they are smokers (daily and occasionally, in similar percentages: 15.15% vs. 14.55%, p>0.05). Only 19.39% of respondents stated they are not alcohol consumers (32/165), while most of them consume alcohol (80.61%, p<0.05). Over 60% of respondents (107/165, 64.85%) have a balanced diet (Table 2). Extreme diets (hyperprotein, vegetarian, and low-carb) have significantly lower incidences (19.39% vs. 9.7% vs. 6.06%), p<0.05. Most respondents have 3 meals/day (49.49%, 81/165) or 3 meals + 2 snacks (31.52%, 52/165), p<0.05. Several gym-goers have 2 meals/daily (18/165, 10.91%), while 8.48% (14/165) prefer intermittent fasting (Table 2). Daily calorie (DC) rate ranges between 1000 – 1500 Cal and > 3500 Cal. Over 50% (88/175, 53.33%) consume 1501 – 2500 Cal/day (Table 2). Around 5/165 (3.03%) participants did not know their DC consumption; most were men (4/165) vs. women (1/154), p<0.05.
Daily protein (DP) intake varies between < 50 g (1/165, 0.61%) and > 250g (7/165, 4.24%), p<0.05. Most respondents consume 50-150 g of protein daily (79/165, 47.88%) and have a normal weight (83/165, 50.30%) or are overweight (76/165, 46.06%). Substantial differences were recorded between women and men in the overweight category (14.55% vs. 61.82%, p<0.05). Only 2 participants (men) are obese (2/165, 1.21%), and only 4 are underweight (3 females and 1 male).
Principal Component Analysis of baseline data shows that normal weight (NW) moderately correlates with age groups 18-30 and 31-40 (r = 0.689, r = 0.760, p>0.05), DW > 8 h (r = 0.740, p>0.05), and physical work (r = 0.749, p>0.05). Both age groups are substantially correlated with DW>8 h and physical work (r = 0.996-0.999, p<0.05). On the other hand, OW is strongly associated with the >50 age group and moderately correlates with 41-50 (r = 0.762, p>0.05) and DW = 1-4 h and 4-8 h (r = 0.778, 0.662, p>0.05). Both DW periods highly correlate with 41-50 (r =0.999—0.986, p<0.05) and >50 (r = 0.943—0.873, p>0.05) age groups. A remarkable correlation exists between OW and DC >3500 (r = 0.999, p<0.05) and a moderate one between OW and DC=1000—1500, DC=3001—3500, and intermittent fasting (r = 0.770 - 0.667, p>0.05). Contrariwise, NW correlates well with DC = 2501-3000 (r = 0.816, p>0.05) and is moderately associated with DC = 2501-3000 and DC = 2001-2500 (r = 0.762, r = 0.703, p>0.05) and with all daily meal frequencies (r = 0.697 – 0.623, p>0.05).
Normal weight is substantially associated with females (r = 0.987, p<0.05), while OW displays a strong correlation with DP < 50 g (r = 0.999, p<0.05). NW has a good correlation with high school (r = 0.863, p>0.05), while OW correlates with males (r = 0.837, p>0.05). NW moderately correlates with DP = 151–200 g, DP = 201- 250 g, and master/doc (r = 0.789 – 0.709, p>0.05) while OW with DP = 101- 150 g, DP>250 g, and university (r = 0.728 – 0.633, p>0.05).

3.4. Nutritional Supplements and Training Data

Of 165 gym-goers, 38 (23.03%) were CSUs, 37 (22.42%) were LcSUs, 42 (25.45%) were PSUs, and 48 (29.09%) were PCLcSUs (Table 4).
The gym's regular practice varies between < 1 month (47/165) and > 1 year (89/165), while the gym's weekly frequency is < 3 (57/165) times and ≥ 5 times (38/165), p<0.05; the training time ranges from < 1 hour (36/165) and > 2 hours (3/165), p<0.05 (Table 3).
Three types of exercises are available: Cardio (15/165), Force (89/165), and Cardio+Force (61/165), and the main reasons for training are muscle mass growth (MMG, 82/165), Muscle mass tonus (55/165), weight loss (19/165), and competition (9/165), p<0.05 (Table 4).
Numerous NSU participants have been practicing recreational gym for over one year: 18/38 CSUs, 18/27 LcSUs, 22/42 PCLcSUs, and 31/48 PSUs. A significant percentage of them went to the gym very recently, from less than 1 month: 41.57% of PCLcSUs, 31.58% of CSUs, and 29.73% of LcSUs (Table 3).
Most PSUs go to the gym 3-4 times/weekly (26/42, 61.9%), followed by 18/38 CSUs (47.37%). The other 41.67% of PCLcSUs and 40.54% of LcSUs have less than 3 training sessions/week.
The gym training session duration is 1-2 hours for most participants (70.27 - 83.33%) vs. others: < 1h (20.83 – 29.73%, p<0.05) and > 2 hours (0 – 6.25%, p<0.05).
Creatine and L-carnitine are consumed in similar percentages for force training (65.79 and 62.16%, p>0.05), while PCLcS and PS are used in Cardio+Force and Force in the same measure (42.86 – 47.92%, p>0.05).
Muscle mass growth is the principal training scope for all NSUs (40.54 – 57.89%), followed by the muscular tonus (27.08 – 40.54%), p>0.05 (Table 3). For weight loss, LcS and PS are used in equal measure (almost 16%), while PCLcS is also most consumed for competition (10.42%).
Principal Component Analysis supports our results (Figure 1).
Figure 1A shows that PSUs substantially correlate with the Gym period 7-12 months and > 1 year (r = 0.999, r = 0.952, p<0.05), and Gym frequency 3-4 times/weekly (r = 0.923, p>0.05). PCLcSUs considerably correlate with ≥5 times/weekly (r = 0.968, p<0.05) and show a good correlation with a gym period < 1 month and frequency < 3 times/weekly (r = 0.840, r = 0.838, p>0.05). LcSUs and CSUs are moderately correlated with a gym period of 1-6 months (r = 0.577, p>0.05).
Figure 1B highlights the substantial correlation between PCLcSUs and Competition as a training scope (r = 0.968, p<0.05) and Cardio exercises and TS-MM tonus (r = 0.999, p<0.05). Cardio exercises and TS-MM tonus strongly correlate with LcSUs (r = 0.870, p>0.05), while Cardio+Force with TS Competition (r = 0.834, p>0.05). CSUs moderately correlate with Force exercises, PCLcSUs with Cardio+Force exercises and TS-MMG, while PSUs and Cardio exercises with TS-weight loss and Cardio+Force exercises with TS-MMG (r = 0.604—0.788, p>0.05).

3.4. Specific Aspects of Protein and Amino Acid Supplements Consumption

3.4.1. One-Only Supplement Consumers

Table 4 registers our findings exclusively correlated with NS consumption (period, time, frequency, dose, main reason for consumption, and side effects) for one-only NS users (117 gym-goers).
Over 50% of CSUs consume it always (22/38), while other NSs are consumed in MMG time (18/37 LcSUs and 29/37 PSUs), p<0.05. Most CSUs (22/37) and LcSUs (18/38) consume those NSs from < 1 year, while PCUs (19/42) reported 1-3 years. CS and PS were mainly consumed daily (26/38 vs. 23/42, Table 4), while LcS was principally consumed on training days (20/38). CSUs use 1-5 g (23/38) and 6-10 g (15/38), p<0.05. Most LcSUs (17/38) intake 2 g LcS, while 14/38 use 1g; only 6/38 use 6 g /daily. Mainly, PS doses were 40 g (19/42), 20 g (18/42), and 60 g (5/42). LcS is used exclusively for fat burning (37/37), PS for MMG (29/42), and weight loss (12/42), while CS is for MMG (18/38) and physical effort capacity (18/38), p<0.05.
Most NS users (77/117) declared no side effects (Table 5). However, 40/117 participants declared adverse effects; 8/42 PSUs declared liver damage, 6/42 revealed muscle cramps, and 1/42 had kidney damage. In LcUs, 9/38 mentioned nausea, and 5/38 had stomach cramps. CSUs claimed liver damage (6/37) and weight gain (3/37), p<0.05 (Table 5).
Principal Component Analysis supports data from Table 4, evidencing the correlations between variable parameters (Figure 2).
Figure 2A shows a significant correlation between CSUs and physical effort capacity (r = 0.999, p<0.05), PSUs and physical effort recovery, and weight loss (r = 0.999, p<0.05), and LcSUs and fat-burning and consumption in MD time (r = 0.999, p<0.05).
Figure 2B shows that diarrhea, nausea, and stomach cramps are substantially associated with LcS at 1-2 g/dose (r = 0.999, p<0.05). PS at 20, 40, 60 g/dose significantly correlates with muscle cramps and liver damage (r = 0.999, p<0.05), while CS at 1-5 g strongly correlates with weight gain (r = 0.999, p<0.05). CS also correlates with 6-10 g/ dose and kidney damage (r=0.918- 0.988, p>0.05).

3.4.2. Combination (PCLcS) Consumers

All 48 participants intake all 3 NSs daily to obtain maximal benefits (Table 6).
They mainly consume PS always (28/48), LcS in MD time (36/48), and CS in MMG (36/48). They used all NSs for almost < 1 year (PS, 22/48; LcS, 18/48, and CS, 27/48, p<0.05). The CS and PS were used daily (35/48 and 25/48, p<0.05), while LcS was used on training days only (47/48) in almost the same doses mentioned by the one-only NSUs (recorded in Table 4). PS and CS are primarily used for MMG (31/48 and 34/48) and LcS for fat burning (45/48). All NSs were also used for physical effort recovery (3/48 use PS and LcS, while 6/48 use CS), 14/48 intake PS for weight loss, and 8/48 have CS for physical effort capacity (p<0.05, Table 6).
All PCLcSUs reported side effects of each component; muscle cramps and liver damage were evidenced by 15/48 after PS consumption, while 10/48 claimed kidney damage and weight gain caused by CS use (p<0.05). LcS administration's side effects were diarrhea, nausea, stomach cramps, and vomiting experienced by 23/48 gym-goers (p<0.05, Table 6).

3.5. Protein and Amino Acid Supplements Consumption–Significant Correlations with Baseline Data

3.5.1. NS Consumption and Socio-Demographic Data

Protein and amino acid supplementation are influenced by socio-demographic factors (sex, age group, educational level, monthly income, daily working time, and work type (Figure 3A-C). Females prefer PS and CS to PCLcS and LcS (38.2% and 34.5% vs. 14.5% and 12.7%, p<0.05, Figure 3A). The most used NS by males are PCLcS (36.4%) and LcS (27.3%). Their preference for PS and CS is significantly diminished (19.1% and 17.3%, p<0.05, Figure 3A). Recreational gym-goers aged 18-30 mostly prefer PCLcS (39.1%). The use of this combination significantly decreases with age progress (31-40 and 41-50: 20.5% and 17.1%, p<0.05); the NS combination is not used by recreational athletes aged 51-60 (Figure 3A). The CSU's percentages increase proportionally to age 18-30 vs. 31-40 vs. 41-50 = 19.5 vs. 25.6 vs. 31.4, p<0.05; however, the 50-60 age group does not use CS (Figure 3A). Protein consumption is similar in all age groups (25 – 25.7%), while L-carnitine use largely varies from 19.5% in the 18-29 age group to 75% in the 50-60 age group participants, p<0.05 (Figure 3A).
The NS preferences of high school gym-goers and those with a monthly income = 2000 – 4000 RON are not significantly different, p>0.05 (Figure 3B). The PCLcS, CS, and LcS consumption significantly differ in graduate and postgraduate participants: 33.3%, 25.7 %, and 16.2% vs. 20%, 13.3%, and 40%, p<0.05, Figure 3B). The preference for PCLcS slightly increases with monthly income, from 2000-3000 RON to over 6000 RON, while LcS use is similar (p>0.05, Figure 3B).
Creatine (p<0.05) and protein consumption (p>0.05) decrease with work type, from office to physical work. Protein consumption increases with DW hours, while creatine consumption diminishes with them (p<0.05, Figure 3C).
Pearson Correlation supports our findings. The correlation coefficient (r) shows that CSU significantly correlates with office work, while LcSU shows a substantial association with master/doc (r = 0.992—0.997, p<0.05). PCLcSU highly correlates with males and university educational levels, DW = 4-8 h and > 8 h (r = 0.967—0.999, p<0.05). Moreover, PS consumption is strongly associated with office work (r = 0.992, p<0.05), while PCLcS is related to physical work (r = 0.988, p<0.05). CS consumption substantially correlates with the monthly income (MI) of 4000 - 6000 RON. PS and PCLcS are significantly associated with MI > 6000 RON (r = 0.970-0.996, p<0.05), while PCLcS also strongly correlates with MI < 2000 RON (r =0.974, p<0.05).

3.5.2. NS Consumption, Daily Meals Frequency, and Unhealthy Habits

PCLcS is consumed by gym-goers with 2 meals and those with 3 meals and 2 snacks, higher than another NS (p<0.05), while PS and CS are the leading choice of those with IF and 3 meals (p>0.05, Figure 4A). No significant differences were recorded in LcS preferences (p>0.05, Figure 4A).
No significant differences between no-smoker gym-goers and NS consumption (22.4 – 26.7%, p>0.05). PCLcS is mainly preferred by smokers (34.7%), while all others are less preferred (p<0.05, Figure 4B). The same preferences are shown by gym-goers who consume alcohol; PCLcS is the first (p>0.05, Figure 4B). Non-alcohol consumers most frequently choose protein and creatine (Figure 4B).

3.5.3. NS Consumption, Body Weight Status, and Daily Diet Properties

Obese gym-goers consume only L-carnitine (100%), while underweight ones choose creatine (75%) and L-carnitine (25%), p<0.05 (Figure 5A). Overweight and normal-weight participants mainly prefer PCLcS and protein (Figure 5A). Both supplements are primarily chosen for participants with a balanced and low-carb diet. Those with a hyperprotein diet prefer L-carnitine, while vegetarians use creatine and protein supplements (Figure 5A).
Principal Component Analysis shows that LcS consumption substantially correlates with obese gym-goers (r = 0.999, p<0.05). In contrast, CS administration strongly correlates with UW (r = 0.943, p>0.05), PS with NW (r = 0.889, p>0.05), and PCLcS with OW (r = 0.898, p>0.05).
PCLcS and PS consumption show a considerable association with the Low-Carb Daily Diet (DD); LcS and PCS highly correlate with balanced DD; PCLcS use is also strongly associated with a vegetarian diet (r = 0.960—0.986, p<0.05).
Participants with > 3500 calories and > 250 g proteins use PCLcS exclusively, while those with < 50 g proteins complete their diet with protein supplementation (Figure 5B,C). These supplements are the leading choice for gym-goers with 3001—3500 calories and 1000—1500 calories (PCLcS, p<0.05) and 50—100 g protein (PS, p<0.05).

4. Discussion

Nutritional supplement consumption among exercising people has drastically increased unnecessarily. Adequate research is essential to clarify the various facts regarding dietary supplements' necessity, efficacy, and appropriate use. In a survey with 1120 gym-goers from Brazil, 36.8% reported regularly taking supplements like protein and creatine to build muscle and strength. Products high in proteins and amino acids were consumed nearly every day by almost 60% of the participants, followed by isotonic beverages and carbs, with percentages of 32% and 23%. Supplements high in protein were taken by those under 30 years old, mostly men [123]. This observation also fits our findings. The present study enrolled 165 participants (men: women ratio = 2:1) who are recreational gym practitioners. Their daily diet includes an NS (protein, creatine, L-carnitine), or their combination as a routine part of their lifestyle. The cohort was analyzed according to the type of NS intake. The PSU group is almost 23%, the CSU and LcSU groups are 22 and 25%, and the PCLcSU group is 29%. The socio-demographic data of the whole cohort showed that most participants were male (66%) vs. approximately 33% female. Over 52% are aged 18—30; thus, our findings confirm that the young gym-goers profile [124]. The outcomes for professional activity demonstrated that the cohort was balanced between individuals with office work, physical activity type, and mixed activity with office work and physical effort. According to their BMI, almost 50% were normal-weight, 46% were overweight, 1% were obese, and 2% were underweight. These low percentages for extreme BMI values suggest that our gym-goers care about their health and physical features. Our study revealed significant associations between occupational activity, age, gender, and body weight categories. Obese participants have office work, suggesting that sedentary lifestyles in office-based occupations significantly contribute to excessive weight gain. The findings align with existing literature, indicating that reduced physical activity in workplace settings is a critical factor in the rising prevalence of obesity [125].
In the present study, dietary patterns revealed substantial correlations with body weight and gender (p<0.05). Almost 65% of gym-goers have a balanced diet, while 19% opted for a hyperprotein diet, p<0.05. Vegetarian and low-carb diets are rare (9% and 6%, p<0.05). Sedentary participants are preponderantly oriented towards the vegetarian diet (14.5%), while obese ones prefer a balanced diet. Participants with a vegetarian diet, with high-calorie (DC >3500) and low protein (DP<50 g), were highly associated with overweight status (p<0.05). Many gym goers use protein supplements to reach this daily amount. However, 17% of participants could not report daily protein intake (14%) and daily calories (3%) due to a lack of nutrition knowledge, as previously revealed [126]. Moreover, balanced and vegetarian diets are the most affordable: 50% and 62.5% of participants have a 2000 – 4000 RON monthly income.
Our findings report that the balanced diet consists of 1501-2500 calories/day (68%) and 50—150 g protein (54%). In this context, almost 59% of recreational gym-goers are PCLcSUs and PSUs, even if the extra supplementation is unnecessary; our findings fit the literature data [77]. The hyperprotein diet involves a daily protein intake of 151—>250 g (87.5%) and daily calorie consumption of 2501— 3500 (90.6%), while the most used NS is L-carnitine (37.5%, p<0.05). Office workers prefer a Low-carb diet (60%); they intake 1000—2000 calories/daily (80%) and 151—250 g of protein (75%). A vegetarian diet also involves 1000–2000 calories/day (93%) but fewer proteins (50—150 g /day, 62.5%). LcS and PS highly correlate with a balanced diet, while PCLcS use is strongly associated with a vegetarian diet (r = 0.960—0.986, p<0.05). Hiperprotein and Low-carb diets need higher incomes: 4001—6000 RON (43.75%) and >6000 (40%). Moreover, bad habits (alcohol consumption and smoking) increase monthly expenses (monthly income>4000 RON: 55.54% and 67.35%, respectively), while most consumers (>50%) are young (18-30 years old) and prefer the triple combination (PCLcS). Associating protein, creatine, and L-carnitine (29%) and consuming them on the same day has synergistic benefits in muscle growth, strength, and recovery [44,127,128].
The claims of increased muscle mass, higher fat loss, improved performance, and quick recovery led to the consumption of protein and amino acid supplements. The present study results show that the single choice of obese gym-goers was L-carnitine, known as a fat-burner [129], while underweight ones chose creatine and L-carnitine (p<0.05). Creatine induces weight gain [130], while L-carnitine may improve energy and physical activity, which could indirectly support weight gain if combined with a proper diet and strength training [131].
Correlating the training period (months), frequency (times/weekly), duration (hours), and NS consumption, the outcomes highlighted the complex interplay between occupational activity, dietary habits, supplementation, training patterns, and body weight, emphasizing the need for targeted interventions to promote healthier behavioral choices. The study revealed strong associations between NS use and training durations; PCLcS combination is nearly perfectly associated with training sessions exceeding 2 hours and frequency > 5 times/week (p <0.05), while PS substantially correlates with gym period > 1 year (p<0.05). These findings confirm previous data regarding their benefits in RT [132,133].
Our gym-goers similarly used CS and LcS to ensure performance in force training (65.79% vs. 62.16%). Only CS use benefits are confirmed by literature data [23,134,135,136]. Moreover, they did not optimally valorize the strong and verified effects of PS or the synergistic combination PCLcS (42.86% and 47.92%, respectively). These findings suggest that the participants selected themselves and consumed protein supplements without the recommendation of a qualified practitioner, as previous studies claimed [126,137]. Only PCLcS is correctly associated with competitive scope (p<0.05), demonstrating the correct supplementation professionally supervised for a potential elite athlete.
Moreover, in only one supplement consumption, there was a significant correlation between CSUs and physical effort capacity, PSUs and physical effort recovery, weight loss, and LcSUs and fat-burning and consumption in MD time (p<0.05).
Moreover, the high incidence of harmful effects of NS use (30% in only one NS use and 100% in triple combination) supports the previous warnings regarding progressively increased and unnecessary sports supplement consumption [77,138,139]. Diarrhea, nausea, and stomach cramps are substantially associated with LcS at 1—2 g/dose (p<0.05).
Whey protein at 40 and 60 g/dose significantly correlates with muscle cramps and liver damage (p<0.05), while CS at 1—5 g strongly correlates with weight gain (p<0.05).

Strengths and Limitations of the Present Study

The present study offers complex data regarding protein and amino acid supplements consumed by recreational gym-goers, considering various influential factors. Two qualified coaches selected the participants based on direct discussion with regular gym members known from their training sessions. Moreover, data collected through face-to-face interviews were more accurate than those obtained through an online questionnaire.
The results of the present study confirm all hypotheses. Most recreational athletes were young (18-30 years) and had academic studies. The men's percentage was twice that of women's; of the total group, 25% consumed all NS in combination. Our findings show that supplement consumption is influenced by sex, age, body weight, diet, gym duration, and training type and scope. The present study also reveals that all components act synergistically in the triple combination, stimulating muscle growth and strength; simultaneously, the side effects substantially increased.
Even if our study contains valuable insights, several limitations should be acknowledged, as follows:
○
The cohort selection process, which included only the regular members of 2 gym centers from the same Romanian city, did not ensure an optimal representation of all age groups;
○
All data were obtained from the participants, guaranteed by self-responsibility;
○
The cross-sectional design limits the possibility of establishing relationships between cause and effect;
○
The absence of measurements of biological parameters restricts the accurate evaluation of the effects of supplements on health.

5. Conclusions

The progressive increase in self-administration of nutritional supplements is hard to control and diminish because it is extended to recreational gym-goers and those not physically active.
Aiming to fill the gap between consumers' beliefs, expectations, and the potentially harmful effects of these supplements, the present study complexly investigated the consumption of commonly used protein and amino acids in recreational gym-goers from Northeastern Romania. It provides essential data about this phenomenon, which is associated with numerous influential factors, revealing a high incidence of harmful effects of protein and amino acid supplementation without a healthcare professional's advice.
Our findings underscore the need for educational programs focused on healthy nutrition, ensuring necessary nutrients primarily through an optimal diet, and limiting the overuse of supplementation unless medically necessary.

Supplementary Materials

The following supporting information can be downloaded at the website of this paper posted on Preprints.org.

Author Contributions

Conceptualization, S.-R.N., M.M., V.P., R.-C.M., A.P., T.J.; methodology, S.- R.N.., M.M., and V.P.; software, V.P.; validation, M.M., V.P., R.-C.M., A.P., and T.J.; formal Analysis, M.M. and V.P.; investigation, S.-R.N., R.-C.M., A.P. and T.J.; writing–original draft preparation, S.- R.N., M.M., V.P.and R.-C.M..; writing–review and editing, M.M., and V.P.; visualization, S.-R.N., M.M., V.P., R.-C.M., A.P., and T.J..; supervision, A.P. and T.J.; project administration S.-R.N. All authors have read and agreed to the published version of the manuscript.

Funding

The APC was founded by the University of Oradea, Romania.

Institutional Review Board Statement

The study was conducted following the Declaration of Helsinki and approved by the Ethical Committee of the Faculty of Medicine and Pharmacy, University of Oradea, Romania, No. 21/25 February 2021, and Gym Committee No 7/3 October 2022.

Informed Consent Statement

Written informed consent has been obtained from the participants to publish this paper.

Data Availability Statement

The original contributions presented in the study are included in the article; further inquiries can be directed to the first author.

Acknowledgments

The authors wish to thank the University of Oradea for supporting the payment of the invoice through an internal project.

Conflicts of Interest

The authors declare no conflicts of interest.

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Preprints 158978 g001
Figure 1. The correlations between NS consumption and: A. training period (months) and frequency (times/weekly); B. Training type and Scope; LcSU – L-carnitine supplement user, CSU – creatine supplement user, PSU – protein supplement user, PCLcSU – protein+creatine+L-carnitine supplement user. MM – muscle mass, MMG – muscle mass growth, NW – normal weight, UW – underweight, OW – overweight, TS – Training scope.
Figure 1. The correlations between NS consumption and: A. training period (months) and frequency (times/weekly); B. Training type and Scope; LcSU – L-carnitine supplement user, CSU – creatine supplement user, PSU – protein supplement user, PCLcSU – protein+creatine+L-carnitine supplement user. MM – muscle mass, MMG – muscle mass growth, NW – normal weight, UW – underweight, OW – overweight, TS – Training scope.
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Figure 2. Correlations between specific aspects of one-only supplement users: A. Period, time, and the main reason for consumption; B. dose and side effects.
Figure 2. Correlations between specific aspects of one-only supplement users: A. Period, time, and the main reason for consumption; B. dose and side effects.
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Figure 3. The NS Consumption and Socio-demographic Patterns A. Sex and Age; B. Educational levels and monthly incomes; C. Work type and daily working time. F – females, M – males, HS – high school, Univ – graduate, M/Doc – master/doctorate, PW – Physical work; DW – daily working hours.
Figure 3. The NS Consumption and Socio-demographic Patterns A. Sex and Age; B. Educational levels and monthly incomes; C. Work type and daily working time. F – females, M – males, HS – high school, Univ – graduate, M/Doc – master/doctorate, PW – Physical work; DW – daily working hours.
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Figure 4. The NS Consumption and A. daily meals, B. unhealthy habits.; LcS – L-carnitine supplement, CS – creatine supplement, PS – protein supplement, PCLcSUs – protein+creatine+L-carnitine supplement user, IF – Intermittent fasting, 3 m + 2 s – 3 meals + 2 snacks, SS – Smoking status, Occ – Occasionally, AC – Alcohol consumption.
Figure 4. The NS Consumption and A. daily meals, B. unhealthy habits.; LcS – L-carnitine supplement, CS – creatine supplement, PS – protein supplement, PCLcSUs – protein+creatine+L-carnitine supplement user, IF – Intermittent fasting, 3 m + 2 s – 3 meals + 2 snacks, SS – Smoking status, Occ – Occasionally, AC – Alcohol consumption.
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Figure 5. The NS Consumption and A. Body weight and diet type, B. daily calorie consumption; C. Daily protein consumption; LcS – L-carnitine supplement, CS – creatine supplement, PS – protein supplement, PCLcSUs – protein+creatine+L-carnitine supplement user, NW – normal weight, OW – overweight; UW - underweight.
Figure 5. The NS Consumption and A. Body weight and diet type, B. daily calorie consumption; C. Daily protein consumption; LcS – L-carnitine supplement, CS – creatine supplement, PS – protein supplement, PCLcSUs – protein+creatine+L-carnitine supplement user, NW – normal weight, OW – overweight; UW - underweight.
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Table 1. Inclusion and Exclusion Criteria in the study cohort.
Table 1. Inclusion and Exclusion Criteria in the study cohort.
Inclusion criteria Exclusion criteria
Age
-
18-60 years old
 < 18 years and > 60 years
Health Status and Particular Conditions
-
Healthy individuals (males and females);
-
Individuals with severe illnesses (musculoskeletal disorders, cancer, liver disease, heart failure, or kidney failure);
Gym-Goers Status
-
Recreational gym-goers, members of the above-mentioned gym centers, with regular training sessions at least twice a week;
-
Members of the gym centers mentioned above who had fewer than 2 training sessions in a week;
-
Individuals who commonly perform their gym training in other gym centers;
NS Consumption
-
Protein and amino acid consumers in various formulations for at least 6 months.
-
Individuals who use androgenic steroids, diuretics, epinephrine, and other prohibited substances in the gym that are interdicted by the World Anti-Doping Agency (WADA) [115]
-
Other NS consumers.
-
No NS users.
NS – nutritional supplements: Data regarding nutritional supplement consumption was provided by each gym-goer on their own responsibility.
Table 2. Demographic and socio-economic data of the study participants.
Table 2. Demographic and socio-economic data of the study participants.
Parameter Total Participants F M p-value
n % n % n %
Total 165 100 55 33.33 110 66.67 < 0.05
Age (years)
18-30 87 52.73 24 43.64 63 57.27 < 0.05
31-40 39 23.64 18 32.73 21 19.09 < 0.05
41-50 35 21.21 10 18.18 25 22.73 < 0.05
50-60 4 2.42 3 5.45 1 0.91 < 0.05
Education
High School 30 18.18 11 20.00 19 17.27 < 0.05
Master/Doc 30 18.18 9 16.36 21 19.09 < 0.05
Graduate 105 63.64 35 63.64 70 63.64 < 0.05
Monthly Income (RON)
< 2000 3 1.82 2 3.64 1 0.91 < 0.05
2000—4000 75 45.45 28 50.91 47 42.73 < 0.05
4001—6000 44 26.67 12 21.82 32 29.09 < 0.05
> 6000 43 26.06 13 23.64 30 27.27 < 0.05
Daily Working Period (hours)
1-4 h 5 3.03 1 1.82 4 3.64 < 0.05
4-8 h 69 41.82 25 45.45 44 40.00 < 0.05
> 8 h 91 55.15 29 52.73 62 56.36 < 0.05
Working Type
Office 54 32.73 19 34.55 35 31.82 < 0.05
Physical work 44 26.67 15 27.27 29 26.36 < 0.05
Physical work+office 67 40.61 21 38.18 46 41.82 < 0.05
n – participants' number (frequency), % - percentage (relative frequency), F - female, M – male, Statistical significance: p <0.05.
Table 3. Lifestyle-related data of participants.
Table 3. Lifestyle-related data of participants.
Parameter Total Participants F M p-value
n % n % n %
Smoking Status
SS No 116 70.3 40 72.73 76 69.09 < 0.05
SS Yes 49 29.7 15 27.27 34 30.91 < 0.05
Alcohol Consumption
AC No 32 19.39 16 29.09 16 14.55 > 0.05
AC Yes 133 80.61 39 70.91 94 85.45 < 0.05
Daily Diet Type
Balanced 107 64.85 30 54.55 77 70 < 0.05
Hyperprotein 32 19.39 13 23.64 19 17.27 < 0.05
Low-carb 10 6.06 3 5.45 7 6.36 < 0.05
Vegetarian 16 9.7 9 16.36 7 6.36 < 0.05
Daily Meals
2 meals 18 10.91 8 14.55 10 9.09 < 0.05
3 meals 81 49.09 23 41.82 58 52.73 < 0.05
3 meals + 2 snacks 52 31.52 19 34.55 33 30 < 0.05
Intermittent fasting 14 8.48 5 9.09 9 8.18 < 0.05
Daily Calorie Consumption
NA 5 3.03 1 1.82 4 3.64 < 0.05
>3500 1 0.61 0 0.00 1 0.91 < 0.05
1000—1500 28 16.97 13 23.64 15 13.64 < 0.05
1501—2000 53 32.12 15 27.27 38 34.55 < 0.05
2001—2500 35 21.21 12 21.82 23 20.91 < 0.05
2501—3000 32 19.39 11 20.00 21 19.09 < 0.05
3001—3500 11 6.67 3 5.45 8 7.27 < 0.05
Daily Protein Consumption (g)
NA 23 13.94 5 9.09 18 16.36 < 0.05
<50 g 1 0.61 1 1.82 0 0 < 0.05
101—150 g 44 26.67 13 23.64 31 28.18 < 0.05
151—200 g 27 16.36 11 20.00 16 14.55 < 0.05
201—250 g 28 16.97 8 14.55 20 18.18 < 0.05
50—100 g 35 21.21 15 27.27 20 18.18 < 0.05
>250 g 7 4.24 2 3.64 5 4.55 < 0.05
Body Weight Status
NW 83 50.3 44 80.00 39 35.45 < 0.05
Obese 2 1.21 0 0.00 2 1.82 < 0.05
OW 76 46.06 8 14.55 68 61.82 < 0.05
UW 4 2.42 3 5.45 1 0.91 < 0.05
n – participants' number (frequency), % - percentage (relative frequency), F - female, M – male, NA – no available data (the participants responded "I don't know" to the corresponding question; NW – normal weight, OW – overweight; UW - underweight. Statistical significance: p<0.05.
Table 4. Gym training characteristics associated with the consumption of nutritional supplements.
Table 4. Gym training characteristics associated with the consumption of nutritional supplements.
Parameter CSU LcSU PCLcSU PSU
n % n % n % n %
Total 38 23.03 37 22.42 48 29.09 42 25.45
Gym Period
1-6 months 8 21.05 8 21.62 6 12.5 6 14.29
7-12 months 0 0 0 0.00 0 0 1 2.38
< 1 month 12 31.58 11 29.73 20 41.67 4 9.52
> 1 year 18 47.37 18 48.65 22 45.83 31 73.81
Gym Training's Weekly Frequency
3-4 times/weekly 18 47.37 13 35.14 13 27.08 26 61.9
< 3 times/weekly 13 34.21 15 40.54 20 41.67 9 21.43
≥ 5 times/weekly 7 18.42 9 24.32 15 31.25 7 16.67
Gym Training Session
1-2 hours 30 78.95 26 70.27 35 72.92 35 83.33
< 1 hour 8 21.05 11 29.73 10 20.83 7 16.67
>2 hours 0 0 0 0 3 6.25 0 0
Training Type
Cardio 3 7.89 5 13.51 3 6.25 4 9.52
Cardio+Force 10 26.32 9 24.32 22 45.83 20 47.62
Force 25 65.79 23 62.16 23 47.92 18 42.86
Training Scope (TS)
Competition 1 2.63 1 2.7 5 10.42 2 4.76
MM Tonus 13 34.21 15 40.54 13 27.08 14 33.33
MMG 22 57.89 15 40.54 26 54.17 19 45.24
Weight loss 2 5.26 6 16.22 4 8.33 7 16.67
n – participants' number (frequency), % - percentage (relative frequency), LcSU – L-carnitine supplement user, CSU – creatine supplement user, PSU – protein supplement user, PCLcSU – protein+creatine+L-carnitine supplement user, MM – muscle mass, MMG – muscle mass growth, NW – normal weight, UW – underweight, OW – overweight.
Table 5. Specific aspects of NS consumption in one-only nutritional supplement users (CSUs, LcSUs, PSUs).
Table 5. Specific aspects of NS consumption in one-only nutritional supplement users (CSUs, LcSUs, PSUs).
Parameter CS LcS PS p-value
n % n % n %
NS Use Time
Always 22 57.89 14 37.84 13 30.95 < 0.05
MD time 0 0 5 13.51 0 0 < 0.05
MMG time 16 42.11 18 48.65 29 69.05 < 0.05
NS Use Duration (years)
1-3 years 8 21.05 16 43.24 19 45.24 < 0.05
<1 year 22 57.89 18 48.65 10 23.81 < 0.05
>3 years 8 21.05 3 8.11 13 30.95 < 0.05
NS Consumption Frequency
Daily 26 68.42 17 45.95 23 54.76 < 0.05
Training days only 12 31.58 20 54.05 19 45.24 < 0.05
NS Daily Dose
1 g 0 0 14 37.84 0 0 < 0.05
1-5 g 23 60.53 0 0 0 0 < 0.05
2 g 0 0 17 45.95 0 0 < 0.05
6-10 g 15 39.47 6 16.22 0 0 < 0.05
20 g 0 0 0 0 18 42.86 < 0.05
40 g 0 0 0 0 19 45.24 < 0.05
60 g 0 0 0 0 5 11.9 < 0.05
The Main Reason for NS Consumption
Fat burning 0 0 37 100 0 0 < 0.05
MMG 20 52.63 0 0 29 69.05 < 0.05
Physical effort capacity 18 47.37 0 0 0 0 < 0.05
Physical effort recovery 0 0 0 0 1 2.38 < 0.05
Weight loss 0 0 0 0 12 28.57 < 0.05
Side Effects
Diarrhea 0 0 2 5.41 0 0 < 0.05
Kidney damage 6 15.79 0 0 1 2.38 < 0.05
Liver damage 0 0 0 0 8 19.05 < 0.05
Muscle cramps 0 0 0 0 6 14.29 < 0.05
Nausea 0 0 9 24.32 0 0 < 0.05
No side effects 29 76.32 21 56.76 27 64.29 < 0.05
Stomach cramps 0 0 5 13.51 0 0 < 0.05
Weight gain 3 7.89 0 0 0 0 < 0.05
n – patients' number (frequency), % - percentage (relative frequency), LcS – L-carnitine supplement, CS – Creatine supplement, PS – protein supplement, LcSUs – L-carnitine supplement users, CSUs – creatine supplement users, PSUs – protein supplement users, MM – muscle mass, MMG – muscle mass growth, MD – muscle defining.
Table 6. Specific aspects of NS consumption in PCLcSUs.
Table 6. Specific aspects of NS consumption in PCLcSUs.
Parameter PS LcS CS p-value
n % n % n %
Use Time
Always 28 58.33 6 12.5 12 25 < 0.05
MMG time 20 41.67 6 12.5 36 75 < 0.05
MD time 0 0 36 75 0 0 < 0.05
Use Duration (years)
1-3 years 12 25.00 15 31.25 11 22.92 < 0.05
< 1 year 22 45.83 18 37.5 27 56.25 < 0.05
> 3 years 14 29.17 15 31.25 10 20.83 < 0.05
NS Consumption Frequency
Daily 25 52.08 1 2.08 35 72.92 < 0.05
Training days only 23 47.92 47 97.92 13 27.08 < 0.05
Dose
20 g 25 52.08 0 0 0 0 < 0.05
40 g 20 41.67 0 0 0 0 < 0.05
60 g 3 6.25 0 0 0 0 < 0.05
1 g 0 0 6 12.5 0 0 < 0.05
2 g 0 0 8 16.67 0 0 < 0.05
3 g 0 0 2 4.17 0 0 < 0.05
1-5 g 0 0 0 0 38 79.17 < 0.05
6-10 g 0 0 32 66.67 10 20.83 < 0.05
The Main Reason for Consumption
MMG 31 64.58 0 0 34 70.83 < 0.05
Physical effort recovery 3 6.25 3 6.25 6 12.5 < 0.05
Weight loss 14 29.17 0 0 0 0 < 0.05
Fat burning 0 0 45 93.75 0 0 < 0.05
Physical effort capacity 0 0 0 0 8 16.67 < 0.05
Side Effects
Liver damage 6 12.5 0 0 0 0 < 0.05
Muscle cramps 9 18.75 0 0 0 0 < 0.05
Diarrhea 0 0 2 4.17 0 0 < 0.05
Nausea 0 0 9 18.75 0 0 < 0.05
Stomach cramps 0 0 8 16.67 0 0 < 0.05
Vomiting 0 0 4 8.33 0 0 < 0.05
Kidney damage 0 0 0 0 5 10.42 < 0.05
Weight gain 0 0 0 0 5 10.42 < 0.05
n – participants' number (frequency), % - percentage (relative frequency), LcS – L-carnitine supplement, CS – creatine supplement, PS – protein supplement, PCLcSUs – protein+creatine+L-carnitine supplement user, MM – muscle mass, MMG – muscle mass growth, MD – muscle defining.
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