Study participants
The subjects were adolescents who participated in the Korean National Fitness Award Project in 2018. This large-scale national project is currently managed by 21 centers [18]. Among the 450 adolescents in our previous study, which reported associations between carotenoids and physical performance [17], we excluded participants for whom we were unable to analyze MDA concentration due to insufficient blood samples (n = 65). As a result, 381 participants (164 boys, 217 girls) aged 13-18 years were included in this study. This study was approved by the Institutional Review Board (IRB) of the Korea Institute of Sport Science, and Ewha Womans University. Informed consent of all participants was obtained before enrollment.
General characteristics and anthropometric measurement
Skilled interviewers surveyed the study participants' smoking, drinking, physical activity, and eating habits to obtain general information on their health-related behaviors. We defined "current smoker" as a participant who reported smoking at least one cigarette in the last 30 days and "current drinker" as a participant who reported drinking at least one cup of alcohol in the last 30 days. We defined "physical activity" as being involved in at least one of four intensity levels (high, moderate, cardio-intensive, and strength-intensive) at least once a week. Questions related to eating habits consisted of breakfast frequency in the last week, fruits, fast foods, and carbonated drink consumption, and the number of late-night snacks in the last 30 days.
Height was measured in units of 0.1 cm using a stadiometer (Seca, Seca Corporation, Columbia, MD, USA). Body weight was measured in units of 0.1 kg using an electronic weight scale (Inbody 720, Biospace, Seoul, Korea). Body mass index (BMI) was calculated as weight divided by height squared (kg/m2). All parameters were measured by skilled medical staff.
Plasma MDA measurements
We used an approved high-performance liquid chromatography (HPLC) method to quantify plasma MDA based on its reaction with 2-thiobarbituric acid (TBA). The HPLC instrument (Shiseido Co., Ltd., Tokyo, Japan) was equipped with an analytical column (4.6 mm id × 250 mm; Shiseido Co., Ltd.) for MDA separation and a fluorescence detector (excitation length = 527 nm, emission length = 551 nm) for MDA detection. The mobile phase consisted of 50 mM potassium phosphate buffer (pH 6.8) and methanol (7:3, v/v). The flow rate was 1.0 mL/min at 40°C. For the peak calibration of the MDA-TBA adduct, a 1,1,3,3-tetra-ethoxypropane solution was used [19].
Before the analysis, plasma samples were mixed with 0.44 M phosphoric acid and a 42 mM phosphoric acid solution for deproteinization. Then, they were heated at 95°C for 1 h, cooled at 4°C for 1 h, and centrifuged (2,500×g at 4°C for 3 min). The resultant supernatants were filtered through a 0.45-μm PTFE syringe filter.
Plasma carotenoids measurements
Blood samples were taken after participants fasted for 8 h. Plasma was obtained by immediate centrifugation of the blood samples at 3000 rpm for 3 min. Plasma carotenoid levels were determined on an HPLC instrument (Shiseido Co., Ltd.) equipped with a YMC C30 column (5 µm, 4.6 × 250 mm; YMC Europe GmbH, Dinslaken, Germany) and a photodiode array detector (Shiseido Co., Ltd.). We quantified α-carotene, β-carotene, β-cryptoxanthin, lutein, zeaxanthin, and lycopene, and total carotenoids were calculated as the sum of the six individual carotenoids.
Physical performance measurements
Physical performance was assessed by determining muscular strength (absolute and relative hand grip strength test), muscular endurance (curl-up test), aerobic capacity (20-m Progressive Aerobic Cardiovascular Endurance Run: 20-m PACER test, estimated maximal oxygen consumption: VO2max), and flexibility (sit-and-reach test). The National Fitness Award project test items for Korean adolescents showed a high consistency, with reliability ranging from 0.87 to 0.99 [20]. All physical performance assessments were conducted by trained experts, and the detailed evaluation methods are as follows:
Muscular strength
To assess the absolute hand grip strength (kg, %), the participants first extended both feet shoulder-width apart in an upright position. A hand dynamometer (GRIP-D 5101, Takei, Niigata, Japan) was adjusted to the second finger of the participants. Then, the arms of the participant were straightened down and kept 15° apart from the torso. At the signal "start," the participant exerted maximum strength to hold the hand dynamometer for 5 s. The maximum value was recorded to the nearest 0.1 kg for the left then right hand. The relative hand grip strength (kg, %) was calculated using the formula: [absolute hand grip strength (kg) / body weight (kg)] × 100.
Muscular endurance
The curl-up test (number of times) was performed to assess muscular endurance. First, the participant was instructed to lay down with their knees bent, and their feet fixed to the floor about 30 cm away from their hips. At the signal "start," the participant extended their arms forward until their fingertips touched their knees and downed their head to the floor. This movement was regarded as one curl-up. Each participant repeated this process. The number of curl-ups was measured and recorded.
Aerobic capacity
To perform the 20-m PACER test (number of times), the experts divided each lane into a 20-m course and drew a line with tape at the end. The experts shout "start" 5 s after the "ready" command, at which point the participants start to run across 20 m. If they reach the opposite line before the beep, they must wait until the second beep before again running toward the end of the opposite line. If participants do not reach the line before the first beep, they can run in a different direction at the second beep. However, if they cannot reach the line before the second beep, they are eliminated. In this way, participants must continue until the line is not reached before the second beep, and the eliminator must stay clear of the line. The maximum number of repetitions was recorded.
Another effective aerobic capacity measurement index is VO2max. However, it is costly and hard to measure VO2max directly. Instead, VO2max was estimated by the 20-m PACER using the quadratic model developed by Mahar et al. [21] to estimate VO2max (mL/kg·min) in adolescents.
Flexibility
The sit-and-reach test (cm) was performed to assess flexibility. First, the participants were instructed to take off their shoes and sit correctly with their knees extended so that the soles of both feet touched the vertical surface of the measuring instrument; the distance between the feet should not exceed 5 cm. The participant was then asked to stretch their arms without bending their knees and bend their upper body as far forward as possible with their fingertips touching the measuring instrument. This process was performed twice, and the highest measurement was recorded to the nearest 0.1 cm.
Statistical analysis
General characteristics were presented as mean ± standard deviation for continuous variables and as numbers and percentages for categorical variables. The differences in the mean general characteristics, blood carotenoids and plasma MDA levels, and physical performances between the groups below the median and above the median were analyzed through the Student's t-test. In addition, the differences in the distribution of categorical variables, such as smoking, drinking, and physical activity, between the groups below the median and above the median were analyzed by the Chi-square test. To determine whether the carotenoid modifies the association between plasma MDA levels and physical performances, multiple linear regression analysis was used after adjusting for age, BMI, smoking, drinking, and physical activity. All analyses were performed using the SAS software (version 9.4; SAS Institute, Inc., Cary, NC, USA). Significance was defined as a value of p < 0.05.