Submitted:
09 January 2026
Posted:
13 January 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study design and Participants
2.2. Instruments
2.2.1. Dietary assessment
2.2.2. Mediterranean Diet Adherence
2.2.3. Anthropometric and Body Composition Measurements
2.2.4. Physical Activity Evaluation
2.2.5. Statistical Analysis
3. Results
3.1. General Characteristics of the Study Population
3.2. Body Composition and Physical Activity According to Mediterranean Diet Adherence
3.3. Dietary Intake According to Mediterranean Diet Adherence
3.4. Vitamin Density and Nutritional Adequacy
3.5. Associations between Mediterranean Diet Adherence, Body Composition, and Physical Activity
3.6. Associations between Fiber Intake and Water-Soluble Vitamins
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| MD | Mediterranean Diet |
| BMI | Body Mass Index |
| WHR MEDAS |
Waist to Hip Ratio Mediterranean Diet Adherence Screener |
| IPAQ | International Physical Activity |
| BIA | Bioelectrical Impedance Analysis |
| DRI | Dietary Recommended Intake |
| MET | Metabolic Equivalent Task |
| LAG | Low Adherence Group |
| HAG | High Adherence Group |
| SFA | Saturated Fatty Acid |
| MUFA | Monounsaturated Fatty Acid |
| PUFA | Polyunsaturated Fatty Acid |
| TUFA | Total Unsaturated Fatty Acid |
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| All (n = 145) | Men (n = 111) | Women (n = 34) | |
|---|---|---|---|
| Age (years) | 21.00 (21.00-22.00) | 21.00 (21.00-22.00) | 20.00 (18.75-21.00) |
| Height (m) | 1.74 (1.69-1.81) | 1.77 (1.73-1.83) | 1.61 (1.58-1.68) |
| Weight (kg) | 71.60 (61.15-80.00) | 75.00 (68.50-83.00) | 57.50 (51.97-63.00) |
| BMI (kg/m2) | 23.04 (21.55-25.02) | 23.70 (22.00-25.53) | 22.00 (20.23-22.87) |
| Obesity (n, %) | n = 3 (2.1%) | n = 3 (2.7%) | n = 0 (0%) |
| Overweight (n, %) | n = 34 (23.4%) | n = 31 (27.9%) | n = 3 (8.8%) |
| Normal weight (n, %) | n = 101 (69.2%) | n = 74 (66.7%) | n = 33 (97.1%) |
| Underweight (n, %) | n = 7 (4.8%) | n = 3 (2.7%) | n = 1 (2.9%) |
| WHR (cm) | 0.80 (0.76-0.84) | 0.81 (0.78-0.84) | 0.75 (0.70-0.80) |
| ≤0.85 (n, %) | n = 121 (83.4%) | n = 88 (79.3%) | n = 33 (97.1%) |
| >0.85 (n, %) | n = 24 (16.6%) | n = 23 (20.7%) | n = 1 (2.9%) |
| Fat Mass (kg) | 11.20 (8.50-14.60) | 10.40 (8.05-14.10) | 14.65 (11.20-16.85) |
| Fat Mass (%) | 15.10 (11.20-18.40) | 14.00 (11.00-17.20) | 24.90 (19.62-27.72) |
| Lean Mass (kg) | 62.30 (56.90-69.70) | 64.20 (59.65-70.15) | 44.50 (41.25-47.15) |
| Lean Mass (%) | 84.40 (81.53-88.08) | 85.46 (82.68-88.74) | 75.09 (72.64-79.34) |
| Basal Metabolism (kcal/day) | 1826 (1611-2069) | 1901 (1741-2120) | 1441 (1325-1602) |
| Daily Physical Activity (hours/day) | 2.11 (1.46-3.07) | 2.23 (1.66-3.14) | 1.60 (0.82-2.62) |
| Total Physical Activity (hours/week) | 14.50 (10.25-20.00) | 15.00 (11.66-21.00) | 11.00 (5.08-16.75) |
| Intense Activity (hours/week) | 5.33 (3.00-8.66) | 6.00 (3.33-9.00) | 2.83 (0.00-6.00) |
| Moderate Activity (hours/week) | 2.00 (0.91-6.00) | 3.00 (1.00-6.00) | 2.00 (0.00-4.00) |
| Light Activity (hours/week) | 5.25 (3.00-10.50) | 6.67 (3.50-11.67) | 3.75 (2.25-8.04) |
| Daily Energy Expenditure (METS/day) | 686.55 (441.96-954.64) | 731.35 (511.74-1015.71) | 495.14 (306.14-743.78) |
| Weekly Energy Expenditure (METS/week) | 4294 (2772-5763) | 4805 (3436-6288) | 3039 (1786-4756) |
| Energy Intake (kcal/day) | 2028.85 (1653.59-2582.14) | 2099.13 (1678.80-2644.58) | 1866.27 (1207.89-2140.07) |
| Energy Intake (kJ/day) | 7984.41 (6283.13-10294.33) | 8255.48 (6882.80-10461.25) | 7178.04 (4875.24-8884.43) |
| Protein Intake (g/day) | 104.95 (82.49-136.45) | 106.23 (84.64-146.01) | 96.00 (59.88-111.97 |
| Lipid Intake (g/day) | 75.12 (58.55-107.50) | 81.02 (60.24-109.04) | 68.67 (49.55-88.62) |
| Carbohydrate Intake (g/day) | 227.74 (168.99-310.13) | 235.60 (183.44-319.32) | 202.86 (137.47-276.16) |
| Fiber Intake (g/day) | 12.40 (6.89-20.54) | 11.96 (6.31-20.48) | 12.46 (7.83-21.34) |
| High Adherence Group (n = 79) |
Low Adherence Group (n = 66) |
|
|---|---|---|
| Men (n, %) | n = 57 (72.2%) | n = 54 (81.8%) |
| Women (n, %) | n = 22 (27.8%) | n = 12 (18.2%) |
| Age (years) | 21.00 (21.00-22.00) | 21.00 (21.00-22.00) |
| Height (m) | 1.74 (1.68-1.80) | 1.74 (1.69-1.82) |
| Weight (kg) | 68.40 (60.00-78.00) | 73.65 (66.05-82.00)* |
| BMI (kg/m2) | 22.70 (20.90-24.30) | 23.90 (22.17-25.67)** |
| Obesity (n, %) | n = 0 (0%) | n = 3 (4.5%) |
| Overweight (n, %) | n = 15 (19%) | n = 19 (28.8%) |
| Normal weight (n, %) | n = 57 (72.2%) | n = 44 (66.7%) |
| Underweight (n, %) | n = 7 (8.9%) | n = 0 (0%) |
| WHR (cm) | 0.79 (0.75-0.83) | 0.81 (0.77-0.84) |
| ≤0.85 (n, %) | n = 64 (81.0%) | n = 57 (86.4%) |
| >0.85 (n, %) | n = 15 (19.0%) | n = 9 (13.6%) |
| Fat Mass (kg) | 10.10 (7.30-13.80) | 12.10 (9.17-14.70)* |
| Fat Mass (%) | 14.00 (10.80-17.65) | 16.30 (12.35-18.72)* |
| Lean Mass (kg) | 60.90 (54.00-69.50) | 64.65 (59.45-69.92) |
| Lean Mass (%) | 85.36 (81.62-88.81) | 83.71 (81.42-87.62) |
| Basal Metabolism (kcal) | 1795.00 (1592.00-2043.00) | 1882.50 (1672.25-2081.75) |
| Daily Physical Activity (hours/day) | 2.04 (1.48-3.19) | 2.21 (1.22-2.87) |
| Total Physical Activity (hours/week) | 14.00 (10.31-20.75) | 14.87 (8.22-19.08) |
| Intense Activity (hours/week) | 6.00 (3.00-10.00) | 4.75 (1.00-7.50) |
| Moderate Activity (hours/week) | 2.00 (1.00-6.67) | 2.25 (0.56-4.75) |
| Light Activity (hours/week) | 5.25 (2.33-11.67) | 5.54 (3.45-10.50) |
| Daily Energy Expenditure (METS/day) | 693.25 (495.14-965.57) | 679.85 (423.71-874.50) |
| Weekly Energy Expenditure (METS/week) | 4294.00 (3057.00-6223.00) | 4372.50 (2583-5592) |
| High Adherence Group (n = 79) |
Low Adherence Group (n = 66) |
||||
|---|---|---|---|---|---|
| DRI | Value | %DRI | Value | %DRI | |
| Energy Intake (kcal/d) | 2300 | 2116.74 (1695.82-2710.53) | 92 | 2013.73 (1574.08-2484.64) | 87 |
| Energy Intake (kcal/kg/d) | - | 30.87 (23.82-41.07) | - | 27.02 (20.38-34.53)* | - |
| Energy Intake (kJ/d) | 9623 | 8143.78 (6672.15-10738.84) | 85 | 7784 (6171-9903) | 80 |
| Energy Intake (kJ/Kg/d) | - | 123.38 (93.24-163.40) | - | 107.43 (80.10-137.50)* | - |
| Protein Intake (g/d) | 86 | 106.44 (84.89-136.24) | 123 | 103.60 (77.50-139.33) | 120 |
| Protein Intake (g/kg/d) | - | 1.60 (1.19-2.05) | - | 1.32 (1.05-1.89)* | - |
| Lipid Intake (g/d) | 76 | 75.02 (57.02-107.23) | 98 | 77.58 (59.79-107.94) | 102 |
| Lipid Intake (g/kg/d) | - | 1.22 (0.82-1.55) | - | 1.08 (0.73-1.47) | - |
| SFA | <25 | 24.19 (16.28-32.56) | 96 | 24.35 (16.96-33.51) | 97 |
| MUFA | 51 | 29.92 (20.24-41.54) | 58 | 27.80 (19.37-43.14) | 55 |
| PUFA | 13 | 9.10 (5.50-14.22) | 70 | 8.23 (5.91-14.58) | 63* |
| TUFA | 64 | 39.91 (27.11-57.09) | 62 | 40.47 (27.87-57.46) | 63 |
| SFA/TUFA Ratio | ≥ 2 | 1.67 (1.34-2.34) | 83 | 1.66 (1.26-2.06) | 83 |
| ω-6/ω-3 Ratio | 1-4 | 2.59 (1.65-8.6) | 38 | 4.12 (1.56-9.12)* | 27* |
| Cholesterol | <300 | 419.71 (243.88-619.46) | 66 | 431.52 (277.14-635.57) | 52* |
| Carbohydrate Intake (g/d) | 316 | 252.44 (181.59-315.13) | 80 | 206.94 (151.10-290.16) | 65* |
| Carbohydrate Intake (g/kg/d) | - | 3.60 (2.67-4.85) | - | 2.98 (2.11-4.29)* | - |
| Fiber Intake (g/d) | 25 | 14.71 (8.2-25.03) | 59 | 9.31 (5.56-15.38)*** | 37*** |
| Thiamine (mg/d) | 1.2 | 1.46 (0.94-1.98) | 122 | 1.36 (0.87-2.07) | 113 |
| Riboflavin (mg/d) | 1.8 | 1.49 (1.25-2.15) | 83 | 1.49 (1.11-2.14) | 82 |
| Niacin (mg/d) | 20 | 38.30 (29.61-57.61) | 115 | 39.53 (29.20-53.85) | 116 |
| Pyridoxine (mg/d) | 1.8 | 1.50 (1.09-2.47) | 83 | 1.58 (1.20-2.37) | 88 |
| Folic Acid (µg/d) | 400 | 133.15 (95.36-223.14) | 33 | 126.57 (77.24-174.67) | 31 |
| Cobalamin (µg/d) | 2 | 5.06 (3.16-7.07) | 253 | 4.85 (3.22-7.45) | 242 |
| Ascorbic Acid (mg/d) | 60 | 80.12 (42.15-148.86) | 133 | 60.14 (28.52-98.62)* | 100* |
| Retinol Equivalents (µg/d) | 1000 | 480.00 (268.81-621.01) | 48 | 329.57 (220.90-526.04)* | 32 |
| Retinol (µg/d) | 1000 | 204.99 (111.96-286.56) | 21 | 174.58 (117.41-289.23) | 17 |
| Carotenes (µg/d) | 750 | 1122.59 (542.50-2135.16) | 149 | 469.48 (175.20-1093.60)*** | 62*** |
| Calciferol (µg/d) | 15 | 2.88 (0.70-10.48) | 38 | 3.15 (0.91-12.64) | 42 |
| Vitamin E (mg/d) | 12 | 4.05 (2.18-6.19) | 33 | 2.81 (1.40-5.17)* | 23* |
| Vitamin K (µg/d) | 90 | 66.40 (35.14-87.00) | 67 | 70.02 (42.12-91.80) | 69 |
| All (n = 145) |
High Adherence Group (n = 79) |
Low Adherence Group (n = 66) |
|
|---|---|---|---|
| Thiamine (mg/1000 Kcal) | 0.75 (0.56-0.91) | 0.76 (0.57-0.92) | 0.73 (0.56-0.90) |
| Riboflavin (mg/1000 Kcal) | 0.78 (0.63-0.95) | 0.77 (0.62-0.94) | 0.78 (0.65-0.97) |
| Niacin (mg/1000 Kcal) | 18.76 (15.49-25.65) | 18.72 (15.16-23.41) | 18.81 (15.98-26.57) |
| Pyridoxine (mg/1000 Kcal) | 0.79 (0.64-1.01) | 0.77 (0.60-1.05) | 0.81 (0.66-1.02) |
| Folic Acid (µg/1000 Kcal) | 64.36 (50.67-84.18) | 64.28 (53.63-87.52) | 64.43 (43.66-83.11) |
| Cobalamin (µg/1000 Kcal) | 2.52 (1.63-3.32) | 2.53 (1.61-3.31) | 2.48 (1.66-3.34) |
| Ascorbic Acid (mg/1000 Kcal | 37.05 (19.51-55.24) | 41.08 (25.86-59.39) | 30.61 (18.37-55.12)* |
| Retinol Equivalents (µg/1000 Kcal) | 200.02 (124.57-277.82) | 220.29 (147.91-308.49) | 163.66 (114.94-255.00)* |
| Retinol (µg/1000 Kcal) | 88.54 (64.98-128.72) | 89.74 (64.96-129.05) | 85.39 (63.26-127.84)* |
| Carotenes (µg/1000 Kcal) | 433.44 (143.77-909.35) | 553.14 (265.88-1057.99) | 226.62 (95.70-577.45)*** |
| Calciferol (µg/1000 Kcal) | 1.34 (0.44-4.92) | 1.22 (0.40-4.46) | 1.39 (0.48-5.60) |
| Vitamin E (mg/1000 Kcal) | 1.71 (1.06-2.68) | 1.88 (1.20-2.83) | 1.43 (0.80-2.29)** |
| Vitamin K (µg/d) | 41.15 (35.88-64.19) | 45.77 (38.47-69.95) | 43.66 (21.00-65.79) |
| All (n = 145) |
Men (n = 111) |
Women (n = 34) |
|
|---|---|---|---|
| Weight (kg) | -0.24** | -0.23* | -0.15 |
| BMI (kg/m2) | -0.24** | -0.21* | -0.23 |
| WHR (cm) | -0.10 | -0.05 | -0.09 |
| Fat Mass (kg) | -0.13 | -0.07 | 0.00 |
| Fat Mass (%) | -0.06 | -0.19* | -0.07 |
| Lean Mass (kg) | -0.22* | -0.18* | 0.24 |
| Lean Mass (%) | 0.35 | -0.22* | 0.08 |
| Basal Metabolism (kcal/day) | -0.92 | 0.14 | 0.10 |
| Daily Physical Activity (hours/Day) | 0.18 | 0.08 | -0.18 |
| Total Physical Activity (hours/week) | 0.01 | 0.06 | -0.02 |
| Intense Activity (hours/week) | 0.12 | 0.16 | 0.04 |
| Moderate Activity (hours/week) | 0.01 | 0.49 | -0.11 |
| Light Activity (hours/week) | 0.00 | 0.05 | -0.21 |
| Daily Energy Expenditure (METS/day) | 0.08 | 0.14 | -0.16 |
| Weekly Energy Expenditure (METS/week) | 0.03 | 0.09 | 0.06 |
| High Adherence Group (n = 79) |
Low Adherence Group (n = 66) |
|
|---|---|---|
| Thiamine (B1) | 0.46*** | 0.23 |
| Riboflavin (B2) | 0.41*** | 0.27* |
| Niacin (B3) | 0.29* | 0.27* |
| Pyridoxine (B6) | 0.48*** | 0.29* |
| Folic Acid (B9) | 0.62*** | 0.59*** |
| Cobalamin (B12) | 0.26* | 0.04 |
| Ascorbic Acid (C) | 0.27* | 0.153 |
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