Effects of Brussels Chicory and Concurrent Exercise Training on HDL Function and Subclass Profiles in Overweight College Students: A Pilot Randomized Controlled Trial
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Participants
2.2. Interventions
2.3. Blood Sampling
2.4. Primary Outcome
2.5. Secondary Outcomes
2.6. Statistical Analysis
3. Results
3.1. Participant Characteristics and Intervention Fidelity
3.2. Primary Outcomes
3.3. Secondary Outcomes of HDL Subclass Profiles
3.4. Correlation Between Changes in HDL-CEC from Macrophages and HDL Subclasses
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| Apo A-I | Apolipoprotein A-I |
| ASCVD | Atherosclerotic cardiovascular disease |
| BMI | Body mass index |
| CETP | Cholesteryl ester transfer protein |
| Cho | Brussels chicory |
| Cho-CT | Brussels chicory supplementation combined with supervised concurrent resistance exercise and high-intensity interval training |
| Cho-MeCT | Mindfulness-enhanced concurrent resistance exercise and high-intensity interval training with Brussels chicory |
| HDL-C | High-density lipoprotein cholesterol |
| HDL-CEC | High-density lipoprotein cholesterol efflux capacity |
| LDL-C | Low-density lipoprotein cholesterol |
| LCAT | Lecithin: cholesterol acyltransferase |
| TC | Total cholesterol |
| TG | Triglyceride |
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| Index | Con (n = 24) | Cho (n = 23) | Cho-CT (n = 23) | Cho-MeCT (n = 23) | p |
|---|---|---|---|---|---|
| Age, years | 18.08 ± 0.28 | 18.78 ± 2.88 | 18.39 ± 1.70 | 18.09 ± 0.29 | 0.441 |
| Height, cm | 175.28 ± 5.49 | 173.42 ± 6.52 | 173.84 ± 6.98 | 175.83 ± 4.98 | 0.481 |
| Weight, kg | 83.48 ± 11.52 | 84.78 ± 12.43 | 80.20 ± 8.26 | 87.10 ± 12.81 | 0.229 |
| BMI, kg/m2 | 27.08 ± 2.69 | 28.19 ± 3.96 | 26.51 ± 1.94 | 28.11 ± 3.44 | 0.197 |
| Percentage of body fat, % | 23.64 ± 2.90 | 24.64 ± 3.25 | 22.86 ± 2.50 | 24.90 ± 2.83 | 0.069 |
| Waist circumference, cm | 93.00 ± 7.11 | 95.54 ± 10.06 | 90.00 ± 7.78 | 95.59 ± 8.18 | 0.081 |
| Hip circumference, cm | 105.54 ± 5.04 | 106.48 ± 7.17 | 103.35 ± 4.45 | 107.44 ± 6.13 | 0.106 |
| Vital capacity, mL | 4932.00 ± 809.22 | 4724.78 ± 774.66 | 4652.83 ± 685.11 | 4776.35 ± 745.27 | 0.630 |
| Health-related physical fitness | 250.58 ± 33.08 | 245.52 ± 34.12 | 261.50 ± 35.32 | 242.37 ± 30.73 | 0.233 |
| Exercise activity level, MET-min/w | 1421.34 ± 286.47 | 1407.24 ± 249.62 | 1457.29 ± 210.48 | 1446.59 ± 206.37 | 0.890 |
| Mindfulness | 64.71 ± 9.72 | 65.48 ± 10.71 | 62.52 ± 8.61 | 60.83 ± 9.86 | 0.358 |
| Energy, kcal/d | 2125.47 ± 260.26 | 2082.70 ± 230.36 | 2196.31 ± 207.81 | 2155.23 ± 283.90 | 0.462 |
| Carbohydrate, kcal/d | 1195.10 ± 180.48 | 1173.03 ± 170.47 | 1280.57 ± 133.09 | 1276.93 ± 233.75 | 0.103 |
| Protein, kcal/d | 326.27 ± 30.88 | 323.53 ± 33.01 | 325.69 ± 31.69 | 302.71 ± 36.58 | 0.051 |
| Fat, kcal/d | 604.10 ± 59.30 | 586.14 ± 50.04 | 590.05 ± 55.58 | 575.60 ± 50.50 | 0.345 |
| Dietary fiber, kcal/d | 20.59 ± 3.64 | 20.02 ± 4.94 | 21.01 ± 5.33 | 18.54 ± 3.27 | 0.244 |
| TC, mmol/L | 4.35 ± 0.44 | 4.55 ± 0.46 | 4.47 ± 0.62 | 4.45 ± 0.46 | 0.602 |
| TG, mmol/L | 1.18 ± 0.19 | 1.15 ± 0.21 | 1.12 ± 0.17 | 1.15 ± 0.22 | 0.803 |
| LDL-C, mmol/L | 2.21 ± 0.26 | 2.29 ± 0.28 | 2.35 ± 0.24 | 2.27 ± 0.23 | 0.305 |
| HDL-C, mmol/L | 1.23 ± 0.27 | 1.29 ± 0.33 | 1.24 ± 0.28 | 1.17 ± 0.24 | 0.525 |
| Apo A-I, mg/L | 1119.40 ± 245.51 | 1161.67 ± 296.99 | 1173.71 ± 246.59 | 1071.71 ± 229.48 | 0.524 |
| Index | Con (n = 24) | Cho (n = 23) | Cho-CT (n = 23) | Cho-MeCT (n = 23) | G × T Effect | Cho-MeCT vs. Con | Cho-CT vs. Con | Cho vs. Con | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MD (95% CI) | p | MD (95% CI) | p | MD (95% CI) | p | ||||||
| Weight, kg | |||||||||||
| Baseline | 83.48 ± 11.52 | 84.78 ± 12.43 | 80.204 ± 8.26 | 87.10 ± 12.81 | <0.001 | ||||||
| Week 8 | 83.10 ± 10.85 | 84.72 ± 12.71 | 78.83 ± 7.41 | 84.60 ± 12.44 | −2.04 (−3.57 to −0.51) | 0.003 | −0.62 (−1.95 to 0.70) | 1.00 | 0.34 (−0.97 to 1.66) | 1.00 | |
| BMI, kg/m2 | |||||||||||
| Baseline | 27.08 ± 2.69 | 28.19 ± 3.96 | 26.52 ± 1.94 | 28.11 ± 3.44 | 0.020 | ||||||
| Week 8 | 26.95 ± 2.52 | 28.20 ± 4.06 | 26.28 ± 2.11 | 27.42 ± 3.42 | −0.54 (−1.07 to −0.02) | 0.036 | −0.10 (−0.55 to 0.35) | 1.00 | 0.16 (−0.39 to 1.07) | 1.00 | |
| Vital capacity, mL | |||||||||||
| Baseline | 4932.00 ± 809.22 | 4724.78 ± 774.66 | 4652.83 ± 685.11 | 4776.35 ± 745.27 | <0.001 | ||||||
| Week 8 | 5012.17 ± 801.59 | 4862.3 ± 774.80 | 5502.3 ± 526.28 | 5466.43 ± 683.52 | 593.68 (325.76 to 861.59) | <0.001 | 740.18 (423.20 to 1057.16) | <0.001 | 35.73 (−180.84 to 252.30) | 1.00 | |
| HRPF | |||||||||||
| Baseline | 250.56 ± 33.08 | 245.52 ± 34.12 | 261.50 ± 35.23 | 242.36 ± 30.74 | <0.001 | ||||||
| Week 8 | 233.66 ± 33.45 | 230.30 ± 33.12 | 277.13 ± 29.53 | 259.62 ± 29.49 | 33.65 (24.19 to 43.11) | <0.001 | 33.23 (22.54 to 43.92) | <0.001 | 1.38 (−8.00 to 10.75) | 1.00 | |
| Mindfulness | |||||||||||
| Baseline | 64.71 ± 9.72 | 65.48 ± 10.71 | 62.52 ± 8.61 | 60.83 ± 9.86 | <0.001 | ||||||
| Week 8 | 65.88 ± 9.66 | 65.61 ± 10.95 | 64.00 ± 11.41 | 75.35 ± 11.44 | 12.26 (5.46 to 19.05) | <0.001 | −0.31 (−6.94 to 6.33) | 1.00 | −0.82 (−6.99 to 5.35) | 1.00 | |
| PCA, nmol/L | |||||||||||
| Baseline | 5.87 ± 1.72 | 5.44 ± 2.14 | 6.11 ± 2.44 | 5.94 ± 2.16 | <0.001 | ||||||
| Week 8 | 6.94 ± 1.77 | 14.13 ± 4.72 | 13.11 ± 4.36 | 13.58 ± 3.52 | 6.58 (4.76 to 8.41) | <0.001 | 5.97 (3.76 to 8.17) | <0.001 | 7.54 (5.35 to 9.74) | <0.001 | |
| Index | Con (n = 24) | Cho (n = 23) | Cho-CT (n = 23) | Cho-MeCT (n = 23) | G × T Effect | Cho-MeCT vs.Con | Cho-CT vs. Con | Cho vs. Con | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MD (95% CI) | p | MD (95% CI) | p | MD (95% CI) | p | ||||||
| HDL-CEC, % | |||||||||||
| Baseline | 8.13 ± 1.73 | 7.85 ± 2.20 | 8.08 ± 1.76 | 8.06 ± 1.39 | <0.001 | ||||||
| Week 8 | 7.93 ± 1.49 | 8.93 ± 1.36 | 9.67 ± 2.01 | 9.42 ± 1.28 | 1.52 (0.81 to 2.23) | <0.001 | 1.78 (0.77 to 2.80) | <0.001 | 1.18 (0.40 to 1.97) | <0.001 | |
| Pre-β-HDL, mg/L | |||||||||||
| Baseline | 112.44 ± 32.20 | 120.69 ± 33.68 | 115.19 ± 28.28 | 107.95 ± 22.69 | <0.001 | ||||||
| Week 8 | 122.15 ± 27.03 | 62.46 ± 15.80 | 74.07 ± 15.80 | 64.03 ± 22.83 | −55.98 (−76.31 to −35.66) | <0.001 | −49.40 (−69.31 to −29.48) | <0.001 | −63.63 (−84.94 to −42.32) | <0.001 | |
| Pre-β1-HDL, mg/L | |||||||||||
| Baseline | 66.09 ± 18.85 | 69.12 ± 22.20 | 67.51 ± 17.56 | 64.09 ± 15.29 | <0.001 | ||||||
| Week 8 | 68.61 ± 21.54 | 34.37 ± 14.10 | 40.57 ± 10.67 | 34.07 ± 13.85 | −33.57 (−47.24 to −19.89) | <0.001 | −28.74 (−42.44 to −15.03) | <0.001 | −35.72 (−50.55 to −20.88) | <0.001 | |
| Pre-β2-HDL, mg/L | |||||||||||
| Baseline | 46.35 ± 14.34 | 51.57 ± 19.13 | 47.68 ± 14.79 | 43.86 ± 11.28 | <0.001 | ||||||
| Week 8 | 53.54 ± 10.66 | 28.09 ± 12.81 | 33.51 ± 9.22 | 29.96 ± 13.16 | −22.45 (−32.30 to −12.60) | <0.001 | −20.65 (−29.67 to −11.62) | <0.001 | −27.84 (−38.42 to −17.26) | <0.001 | |
| HDL3, mg/L | |||||||||||
| Baseline | 550.72 ± 113.58 | 576.86 ± 134.88 | 573.03 ± 140.83 | 538.40 ± 115.86 | <0.001 | ||||||
| Week 8 | 561.51 ± 119.43 | 442.17 ± 88.30 | 453.20 ± 93.03 | 415.61 ± 121.63 | −139.07 (−217.59 to −60.54) | <0.001 | −120.68 (−196.85 to −44.52) | <0.001 | −133.84 (−214.06 to −53.62) | <0.001 | |
| HDL3c, mg/L | |||||||||||
| Baseline | 79.04 ± 20.30 | 81.79 ± 22.16 | 85.29 ± 24.62 | 84.30 ± 19.06 | 0.958 | ||||||
| Week 8 | 82.60 ± 20.10 | 86.05 ± 18.40 | 90.18 ± 24.96 | 93.58 ± 19.81 | 7.84 (−5.92 to 21.60) | 0.796 | 3.85 (−13.32 to 21.02) | 1.00 | 1.81 (−13.71 to 17.32) | 1.00 | |
| HDL3b, mg/L | |||||||||||
| Baseline | 241.02 ± 60.51 | 249.44 ± 65.63 | 249.52 ± 75.24 | 232.57 ± 56.82 | <0.001 | ||||||
| Week 8 | 249.32 ± 74.33 | 157.46 ± 52.60 | 172.74 ± 81.91 | 148.84 ± 72.68 | −95.60 (−146.85 to −44.36) | <0.001 | −81.48 (−133.70 to −29.26) | <0.001 | −96.71 (−147.88 to −45.54) | <0.001 | |
| HDL3a, mg/L | |||||||||||
| Baseline | 230.67 ± 65.40 | 245.63 ± 92.34 | 238.21 ± 70.55 | 221.53 ± 62.95 | 0.030 | ||||||
| Week 8 | 229.60 ± 58.01 | 198.66 ± 34.20 | 190.28 ± 48.43 | 173.19 ± 39.14 | −51.94 (−84.34 to −19.53) | <0.001 | −43.00 (−79.83 to −6.17) | 0.012 | −38.26 (−79.40 to 2.88) | 0.085 | |
| HDL2, mg/L | |||||||||||
| Baseline | 456.24 ± 125.92 | 464.12 ± 292.97 | 485.50 ± 216.74 | 425.36 ± 189.88 | <0.001 | ||||||
| Week 8 | 471.23 ± 181.58 | 725.66 ± 139.03 | 781.01 ± 311.77 | 704.58 ± 129.20 | 246.84 (130.81 to 362.87) | <0.001 | 297.01 (98.16 to 495.86) | <0.001 | 251.00 (102.07 to 399.03) | <0.001 | |
| HDL2a, mg/L | |||||||||||
| Baseline | 259.86 ± 76.80 | 264.38 ± 81.64 | 265.84 ± 76.13 | 242.46 ± 80.89 | 0.040 | ||||||
| Week 8 | 257.11 ± 80.03 | 319.21 ± 76.09 | 329.37 ± 95.61 | 286.03 ± 82.49 | 38.36 (−8.82 to 85.55) | 0.192 | 69.01 (13.00 to 125.02) | 0.007 | 59.64 (0.40 to 118.88) | 0.047 | |
| HDL2b, mg/L | |||||||||||
| Baseline | 196.38 ± 77.23 | 199.74 ± 242.01 | 219.65 ± 179.57 | 182.91 ± 150.71 | <0.001 | ||||||
| Week 8 | 214.11 ± 122.25 | 406.46 ± 93.68 | 451.64 ± 237.04 | 418.55 ± 96.12 | 209.38 (119.30 to 299.46) | <0.001 | 229.00 (74.25 to 383.76) | 0.001 | 191.12 (86.86 to 295.37) | <0.001 | |
| LCAT, nmol·L−1·h−1 | |||||||||||
| Baseline | 113.81 ± 17.44 | 126.27 ± 14.25 | 123.12 ± 17.84 | 121.90 ± 16.26 | 0.350 | ||||||
| Week 8 | 128.35 ± 13.82 | 141.75 ± 17.82 | 129.02 ± 12.38 | 136.57 ± 16.82 | 5.21 (−7.81 to 18.23) | 1.00 | −2.79 (−14.23 to 8.64) | 1.00 | 8.76 (−4.54 to 22.05) | 0.493 | |
| CETP, nmol·L−1·h−1 | |||||||||||
| Baseline | 87.84 ± 7.91 | 86.36 ± 8.12 | 85.34 ± 7.80 | 83.64 ± 9.31 | 0.536 | ||||||
| Week 8 | 90.90 ± 11.06 | 91.86 ± 9.78 | 90.55 ± 11.46 | 86.01 ± 9.58 | −3.12 (−10.81 to 4.56) | 1.00 | 0.70 (−8.13 to 9.53) | 1.00 | 1.59 (−6.14 to 9.31) | 1.00 | |
| Index | Con (n = 24) | Cho (n = 23) | Cho-CT (n = 23) | Cho-MeCT (n = 23) | G × T Effect | Cho-MeCT vs. Con | Cho-CT vs. Con | Cho vs. Con | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MD (95% CI) | p | MD (95% CI) | p | MD (95% CI) | p | ||||||
| TC, mmol/L | |||||||||||
| Baseline | 4.35 ± 0.44 | 4.55 ± 0.46 | 4.47 ± 0.62 | 4.45 ± 0.46 | 0.056 | ||||||
| Week 8 | 4.34 ± 0.53 | 4.47 ± 0.37 | 4.23 ± 0.41 | 4.18 ± 0.41 | −0.23 (−0.47 to 0.003) | 0.045 | −0.20 (−0.42 to 0.01) | 0.073 | −0.02 (−0.30 to 0.26) | 1.00 | |
| TG, mmol/L | |||||||||||
| Baseline | 1.18 ± 0.19 | 1.15 ± 0.21 | 1.12 ± 0.17 | 1.15 ± 0.22 | 0.413 | ||||||
| Week 8 | 1.20 ± 0.15 | 1.19 ± 0.15 | 1.11 ± 0.12 | 1.14 ± 0.14 | −0.05 (−0.16 to 0.05) | 1.00 | −0.07 (−0.16 to 0.02) | 0.187 | −0.00 (−0.11 to 0.11) | 1.00 | |
| LDL-C, mmol/L | |||||||||||
| Baseline | 2.21 ± 0.26 | 2.29 ± 0.28 | 2.35 ± 0.24 | 2.27 ± 0.23 | 0.108 | ||||||
| Week 8 | 2.15 ± 0.45 | 2.19 ± 0.29 | 2.22 ± 0.31 | 2.16 ± 0.16 | −0.02 (−0.30 to 0.26) | 1.00 | −0.001 (−0.33 to 0.32) | 1.00 | 0.002 (−0.30 to 0.31) | 1.00 | |
| HDL-C, mmol/L | |||||||||||
| Baseline | 1.23 ± 0.27 | 1.29 ± 0.33 | 1.24 ± 0.28 | 1.17 ± 0.24 | 0.245 | ||||||
| Week 8 | 1.23 ± 0.25 | 1.28 ± 0.17 | 1.30 ± 0.25 | 1.21 ± 0.16 | 0.02 (−0.10 to 0.14) | 1.00 | 0.07 (−0.07 to 0.222) | 1.00 | 0.02 (−0.14 to 0.18) | 1.00 | |
| Apo A-I, mg/L | |||||||||||
| Baseline | 1119.40 ± 245.51 | 1161.97 ± 297.00 | 1173.71 ± 246.59 | 1071.71 ± 229.48 | 0.352 | ||||||
| Week 8 | 1154.89 ± 295.06 | 1230.30 ± 185.63 | 1308.29 ± 300.86 | 1184.22 ± 229.03 | 60.36 (−86.74 to 207.45) | 1.00 | 118.06 (−69.36 to 305.47) | 0.579 | 47.91 (−139.88 to 235.69) | 1.00 | |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Qu, P.; Zhu, T.; Chen, G.; Zhang, Y.; Wang, Y.; Xu, Q.; Liu, Y.; Wang, D. Effects of Brussels Chicory and Concurrent Exercise Training on HDL Function and Subclass Profiles in Overweight College Students: A Pilot Randomized Controlled Trial. Nutrients 2026, 18, 2678. https://doi.org/10.3390/nu18162678
Qu P, Zhu T, Chen G, Zhang Y, Wang Y, Xu Q, Liu Y, Wang D. Effects of Brussels Chicory and Concurrent Exercise Training on HDL Function and Subclass Profiles in Overweight College Students: A Pilot Randomized Controlled Trial. Nutrients. 2026; 18(16):2678. https://doi.org/10.3390/nu18162678
Chicago/Turabian StyleQu, Ping, Ting Zhu, Guanyu Chen, Yu Zhang, Yihan Wang, Qiuhui Xu, Yang Liu, and Dongliang Wang. 2026. "Effects of Brussels Chicory and Concurrent Exercise Training on HDL Function and Subclass Profiles in Overweight College Students: A Pilot Randomized Controlled Trial" Nutrients 18, no. 16: 2678. https://doi.org/10.3390/nu18162678
APA StyleQu, P., Zhu, T., Chen, G., Zhang, Y., Wang, Y., Xu, Q., Liu, Y., & Wang, D. (2026). Effects of Brussels Chicory and Concurrent Exercise Training on HDL Function and Subclass Profiles in Overweight College Students: A Pilot Randomized Controlled Trial. Nutrients, 18(16), 2678. https://doi.org/10.3390/nu18162678

