Front Load Carriage Has Sex-Specific and Perhaps Occupational Risk Implications for Cardiovascular Health
Abstract
1. Introduction
2. Methods
2.1. Experimental Protocol
2.2. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| CVD | Cardiovascular disease |
| BP | Blood pressure |
| PWV | Pulse wave velocity |
| PWA | Pulse wave analysis |
| SEVR | Subendocardial viability ratio |
| AIx@75 | Augmentation index normalized to heart rate 75 |
| SBP | Systolic blood pressure |
| DBP | Diastolic blood pressure |
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| Entire Group (n = 68) | Females (n = 45) | Males (n = 23) | p | d | |
|---|---|---|---|---|---|
| Age, years | 21.1 ± 1.7 | 20.9 ± 1.4 | 21.5 ± 2.1 | 0.09 | 0.34 |
| BMI, kg∙m−2 | 24.4 ± 3.0 | 23.8 ± 3.0 | 25.6 ± 2.7 | 0.01 | 0.61 |
| Health score, rating 1–10 | 7.8 ± 1.1 | 7.9 ± 1.1 | 7.7 ± 1.1 | 0.36 | −0.09 |
| Clinic SBP, mmHg | 119.8 ± 11.5 | 116.4 ± 9.9 | 126.5 ± 11.8 | <0.001 | 0.96 |
| Clinic DBP, mmHg | 72.5 ± 7.6 | 72.1 ± 8.2 | 73.5 ± 6.5 | 0.23 | 0.19 |
| # times of exercise per week | 4.9 ± 2.3 | 4.4 ± 1.6 | 6.0 ± 3.1 | 0.02 | 0.71 |
| # times of resistance training per week | 2.4 ± 1.5 | 2.1 ± 1.3 | 2.9 ± 1.6 | 0.02 | 0.52 |
| Load carriage data | |||||
| Load carriage amount, kg | 22.2 ± 6.4 | 19.4 ± 3.8 | 27.7 ± 6.9 | <0.001 | 1.61 |
| Percent body weight carried, % | 31.2 ± 4.1 | 30.2 ± 3.2 | 33.2 ± 4.8 | 0.01 | 0.78 |
| Peripheral SBP, mmHg | Peripheral DBP, mmHg | Central SBP, mmHg | Central DBP, mmHg | |
|---|---|---|---|---|
| Females (n = 45) | ||||
| Pre-Carry | 120.0 ± 13.8 * | 69.7 ± 10.1 | 103.8 ± 13.0 * | 70.5 ± 10.2 |
| Post-Carry | 127.0 ± 15.0 * | 67.9 ± 10.0 | 114.7 ± 15.1 * | 68.9 ± 10.2 |
| Δ | 7.0 ± 8.5 | −1.7 ± 7.4 | 10.9 ± 7.7 * | −1.56 ± 7.6 |
| p | <0.001 | 0.13 | <0.001 | 0.18 |
| d | −0.82 | 0.23 | −1.41 | 0.21 |
| Males (n = 23) | ||||
| Pre-Carry | 133.4 ± 14.9 | 70.0 ± 9.5 | 112.6 ± 11.9 | 71.1 ± 9.9 |
| Post-Carry | 140.7 ± 15.2 | 69.8 ± 8.9 | 128.3 ± 15.5 | 71.6 ± 8.7 |
| Δ | 7.4 ± 11.9 | −0.22 ± 8.1 | 15.6 ± 9.1 | 0.5 ± 8.6 |
| p | 0.01 | 0.89 | <0.001 | 0.79 |
| d | −0.62 | 0.03 | −1.72 | −0.06 |
| Heart Rate, bpm | AIx @75, % | SEVR, % | Forward Pulse, mmHg | Reflected Pulse, mmHg | Reflection Magnitude, % | |
|---|---|---|---|---|---|---|
| Females (n = 45) | ||||||
| Pre-Carry | 65.6 ± 10.9 | 3.5 ± 10.2 | 144.8 ± 27.6 | 28.4 ± 4.7 * | 13.2 ± 2.5 * | 46.4 ± 4.7 |
| Post-Carry | 65.3 ± 11.7 | 28.4 ± 22.3 | 142.8 ±27.4 | 34.2 ± 6.7 * | 20.0 ± 5.8 * | 58.7 ± 12.2 |
| Δ | −0.38 ± 5.6 | 24.8 ± 18.5 | −2.07 ± 14.9 | 5.8 ± 5.7 | 6.8 ± 4.4 * | 12.2 ± 10.5 * |
| p | 0.66 | <0.001 | 0.36 | <0.001 | <0.001 | <0.001 |
| d | 0.67 | −1.34 | 0.14 | −1.02 | −1.54 | −1.16 |
| Males (n = 23) | ||||||
| Pre-Carry | 62.9 ± 10.7 | 1.8 ± 9.8 | 145.3 ± 26.2 | 34.5 ± 7.8 | 16.1 ± 3.6 | 47.2 ± 7.4 |
| Post-Carry | 62.4 ± 9.7 | 34.1 ± 7.8 | 147.5 ± 22.1 | 40.2 ± 6.8 | 26.1 ± 6.6 | 65.0 ± 12.6 |
| Δ | −0.57 ± 6.3 | 32.4 ± 15.5 | 2.2 ± 20.1 | 5.7 ± 8.3 | 9.9 ± 5.5 | 17.8 ± 10.4 |
| p | 0.67 | <0.001 | 0.61 | <0.001 | <0.001 | <0.001 |
| d | 0.09 | −2.09 | −0.11 | −0.68 | −1.78 | −1.7 |
| Females (n = 45) | Males (n = 23) | |||||
|---|---|---|---|---|---|---|
| Variable Pair | r | p | P (B-H-Adjusted) | r | p | P (B-H-Adjusted) |
| ΔResting SBP–ΔAIx@75 | −0.317 | 0.03 | 0.07 | −0.152 | 0.48 | 0.52 |
| ΔResting DBP–ΔAIx@75 | −0.319 | 0.03 | 0.06 | −0.139 | 0.53 | 0.53 |
| Δaortic SBP–ΔAIx@75 | 0.368 | 0.01 | 0.047 * | 0.365 | 0.09 | 0.32 |
| Δaortic DBP–ΔAIx@75 | −0.25 | 0.09 | 0.13 | −0.227 | 0.29 | 0.37 |
| ΔHeart rate–ΔAIx@75 | 0.235 | 0.12 | 0.15 | 0.489 | 0.02 | 0.09 |
| ΔReflected pulse wave–ΔAIx@75 | 0.584 | <0.001 | 0.014 * | 0.545 | 0.01 | 0.07 |
| ΔForward pulse wave–ΔAIx@75 | −0.054 | 0.73 | 0.73 | −0.216 | 0.32 | 0.37 |
| ΔResting SBP–ΔSEVR | −0.099 | 0.52 | 0.61 | −0.269 | 0.22 | 0.36 |
| ΔResting DBP–ΔSEVR | 0.35 | 0.02 | 0.056 | 0.295 | 0.17 | 0.36 |
| Δaortic SBP–ΔSEVR | −0.088 | 0.57 | 0.61 | −0.221 | 0.31 | 0.37 |
| Δaortic DBP–ΔSEVR | 0.301 | 0.04 | 0.07 | 0.294 | 0.17 | 0.34 |
| ΔHeart rate–ΔSEVR | −0.773 | <0.001 | 0.007 * | −0.802 | <0.001 | 0.014 * |
| ΔReflected pulse wave–ΔSEVR | −0.266 | 0.07 | 0.11 | −0.309 | 0.15 | 0.34 |
| ΔForward pulse wave–ΔSEVR | −0.371 | 0.01 | 0.035 * | −0.26 | 0.23 | 0.36 |
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Wheelock, B.; Ly, K.; Slepicka, S.; Tasevski, N.; Perkins-Ball, A.; Schmidt, D.J.; Feairheller, D.L. Front Load Carriage Has Sex-Specific and Perhaps Occupational Risk Implications for Cardiovascular Health. J. Vasc. Dis. 2026, 5, 14. https://doi.org/10.3390/jvd5020014
Wheelock B, Ly K, Slepicka S, Tasevski N, Perkins-Ball A, Schmidt DJ, Feairheller DL. Front Load Carriage Has Sex-Specific and Perhaps Occupational Risk Implications for Cardiovascular Health. Journal of Vascular Diseases. 2026; 5(2):14. https://doi.org/10.3390/jvd5020014
Chicago/Turabian StyleWheelock, Brianna, Kaylyn Ly, Sierra Slepicka, Natalya Tasevski, Amanda Perkins-Ball, Deanna J. Schmidt, and Deborah L. Feairheller. 2026. "Front Load Carriage Has Sex-Specific and Perhaps Occupational Risk Implications for Cardiovascular Health" Journal of Vascular Diseases 5, no. 2: 14. https://doi.org/10.3390/jvd5020014
APA StyleWheelock, B., Ly, K., Slepicka, S., Tasevski, N., Perkins-Ball, A., Schmidt, D. J., & Feairheller, D. L. (2026). Front Load Carriage Has Sex-Specific and Perhaps Occupational Risk Implications for Cardiovascular Health. Journal of Vascular Diseases, 5(2), 14. https://doi.org/10.3390/jvd5020014

