Iron’s True Weight: Does the Amount of Iron in the Body Equate to the Amount of Iron on the Bar in Australian Football League Women’s Players?
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Design and Subjects
2.2. Methodology
2.3. Statistical Analysis
- Bench press, squat, and hip thrustlmer(Response ~ 1 + sFer × Week + (1|Athlete), data = data_source)
- CMJ powerlmer(Response ~ 1 + sFer × squat_rel + sFer × hipthrust_rel + Week + (1|Athlete), data = data_source)
- Maximal velocity and 10-m sprintlmer(scale(Response) ~ 1 + scale(sFer) × scale(squat_rel) + scale(sFer) × scale(CMJ_rel) + Week + (1|Athlete), data = data_source)
3. Results
4. Discussion
4.1. Limitations
4.2. Practical Implications
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
sFer | Serum ferritin |
ID | Iron deficient |
IS | Iron sufficient |
Hb | Hemoglobin concentration |
AFLW | Australian Football League Women’s |
CMJ | Counter-movement jump |
REML | Restricted maximum likelihood |
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Start of Preseason (Week 1) | ||||
---|---|---|---|---|
Iron Measure | ID (n = 14) | IS (n = 16) | Cohen’s d (90% CI) | p Value |
Mean (SD) | Mean (SD) | ID:IS | ||
sFer (µg/L) | 28 ± 8 | 63 ± 19 | −2.4 (−3.2 to −1.6) | <0.00 |
Hb (g/L) | 133 ± 6 | 130 ± 6 | 0.4 (−0.2 to 1) | 0.24 |
MCV (fl) | 92 ± 3 | 92 ± 4 | 0 (−0.6 to 0.6) | 0.76 |
MCHb (pg) | 30 ± 1 | 31 ± 1 | −0.2 (−0.8 to 0.4) | 0.67 |
End of Preseason (Week 10) | ||||
Iron Measure | ID (n = 14) | IS (n = 13) | Cohen’s d (90% CI) | p Value |
Mean (SD) | Mean (SD) | ID:IS | ||
sFer (µg/L) | 25 ± 8 | 50 ± 7 | −3.4 (−4.4 to −2.3) | <0.00 |
Hb (g/L) | 137 ± 8 | 144 ± 27 | −0.4 (−1.0 to 0.3) | 0.94 |
MCV (fl) | 92 ± 4 | 93 ± 3 | −0.3 (−1.0 to 0.3) | 0.54 |
MCHb (pg) | 30 ± 1 | 31 ± 1 | −0.5 (−1.1 to 0.2) | 0.24 |
Start of Preseason (Week 1) | |||||
---|---|---|---|---|---|
Group | Sample | Mean (SD) | Cohen’s d (90% CI) | p Value | |
Bench press (kg/BW) | ID | 10 | 0.7 ± 0.1 | −0.5 (−1.2 to 0.2) | 0.34 |
IS | 13 | 0.8 ± 0.1 | |||
Squat (kg/BW) | ID | 9 | 2.1 ± 0.3 | −0.5 (−1.2 to 0.2) | 0.29 |
IS | 13 | 2.2 ± 0.2 | |||
Hip thrust (kg/BW) | ID | 11 | 2.4 ± 0.2 | −0.6 (−1.3 to 0.1) | 0.12 |
IS | 13 | 2.5 ± 0.1 | |||
CMJ power (W/BW) | ID | 14 | 44 ± 7 | 0.1 (−0.5 to 0.7) | 0.70 |
IS | 16 | 43 ± 7 | |||
Maximal velocity (m/s) | ID | 14 | 7.2 ± 0.5 | −0.1 (−0.7 to 0.6) | 0.65 |
IS | 15 | 7.3 ± 0.6 | |||
10-m sprint (s) | ID | 9 | 2.0 ± 0.0 | 0.0 (−0.7 to 0.7) | 0.83 |
IS | 14 | 2.0 ± 0.1 | |||
End of Preseason (Week 10) | |||||
Group | Sample | Mean (SD) | Cohen’s d (90% CI) | p Value | |
Bench press (kg/BW) | ID | 16 | 0.8 ± 0.1 | 0.0 (−0.7 to 0.6) | 0.83 |
IS | 11 | 0.8 ± 0.1 | |||
Squat (kg/BW) | ID | 11 | 1.8 ± 0.3 | 0.0 (−0.7 to 0.8) | 1.00 |
IS | 9 | 1.8 ± 0.3 | |||
Hip thrust (kg/BW) | ID | 14 | 2.5 ± 0.3 | −0.3 (−1.1 to 0.4) | 0.76 |
IS | 8 | 2.6 ± 0.3 | |||
CMJ power (W/BW) | ID | 15 | 41 ± 13 | 0.0 (−0.6 to 0.7) | 0.40 |
IS | 12 | 41 ± 5 | |||
Maximal velocity (m/s) | ID | 17 | 7.4 ± 0.5 | 0.3 (−0.3 to 0.9) | 0.35 |
IS | 12 | 7.2 ± 0.3 | |||
10-m sprint (s) | ID | 11 | 2.0 ± 0.1 | 0.2 (−0.7 to 1) | 0.91 |
Strength and Power Measure (Response Measure) | ||||||
---|---|---|---|---|---|---|
Linear Scale | Log Scale | |||||
Bench Press (kg/BW) | Squat (kg/BW) | Hip Thrust (kg/BW) | Bench Press (kg/BW) | Squat (kg/BW) | Hip Thrust (kg/BW) | |
Mean | 0.8 | 2.0 | 2.5 | |||
SD | 0.1 | 0.3 | 0.2 | |||
Intercept | 0.7 (0.6 to 0.8) | 1.9 (1.6 to 2.2) | 2.4 (2.2 to 2.5) | 0.6 (0.4 to 0.7) | 1.3 (0.3 to 2.3) | 2.2 (1.9 to 2.6) |
sFer | 0 (0 to 0) | 0 (0 to 0) | 0 (0 to 0) | |||
log(sFer) | 0.1 (0.0 to 0.1) | 0.2 (0.0 to 0.5) | 0.0 (0.0 to 0.1) | |||
Week 1 | 0 | 0 | 0 | 0 | 0 | 0 |
Week 10 | 0.1 (0.0 to 0.1) | −0.1 (−0.5 to 0.2) | 0.2 (0.1 to 0.3) | 0.3 (0 to 0.5) | 0.6 (−0.8 to 1.9) | 0.3 (−0.1 to 0.7) |
sFer: Week 10 | 0 (0 to 0) | 0 (0 to 0) | 0 (0 to 0) | |||
log(sFer): Week 10 | −0.1 (−0.1 to 0.0) | −0.3 (−0.6 to 0.1) | −0.1 (−0.2 to 0.0) | |||
R2m/R2c | 0.0/0.9 | 0.3/0.4 | 0.1/1 | 0.0/0.9 | 0.4/0.4 | 0.1/1 |
CMJ Relative Power (W/BW) | Max Velocity (m/s) | 10-m Sprint (s) | ||
---|---|---|---|---|
Mean | 42 | Mean | 7.3 | 2.0 |
SD | 8 | SD | 0.5 | 0.1 |
Intercept | 40 (−16 to 96) | Intercept | −0.2 (−0.7 to 0.3) | 0 (−0.5 to 0.5) |
sFer | 0.2 (−1.0 to 1.4) | scale (sFer) | 0.2 (−0.3 to 0.8) | −0.4 (−1.1 to 0.4) |
Squat | −0.1 (−8.4 to 8.1) | scale (Squat) | 0.2 (−0.1 to 0.5) | 0.3 (−0.1 to 0.8) |
Hip thrust | 2 (−22 to 26) | scale (CMJ power) | 0.5 (−0.1 to 0.9) | −0.8 (−1.3 to −0.3) |
Week 1 | 0 | Week 1 | 0 | 0 |
Week 10 | −0.3 (−3.7 to 3.1) | Week 10 | 0.4 (−0.2 to 1.0) | 0.3 (−0.6 to 1.2) |
sFer:squat | 0.0 (−0.2 to 0.2) | scale (sFer:squat) | 0.3 (−0.1 to 0.7) | −0.2 (−1.1 to 0.6) |
sFer:hip thrust | −0.1 (−0.6 to 0.5) | scale (sFer:CMJ power) | −0.2 (−1 to 0.6) | 0.3 (−0.8 to 1.4) |
R2m/R2c | 0.0/0.9 | R2m/R2c | 0.1/0.7 | 0.3/0.3 |
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Pengelly, M.; Pumpa, K.L.; Pyne, D.B.; Etxebarria, N. Iron’s True Weight: Does the Amount of Iron in the Body Equate to the Amount of Iron on the Bar in Australian Football League Women’s Players? Nutrients 2025, 17, 1691. https://doi.org/10.3390/nu17101691
Pengelly M, Pumpa KL, Pyne DB, Etxebarria N. Iron’s True Weight: Does the Amount of Iron in the Body Equate to the Amount of Iron on the Bar in Australian Football League Women’s Players? Nutrients. 2025; 17(10):1691. https://doi.org/10.3390/nu17101691
Chicago/Turabian StylePengelly, Michael, Kate L. Pumpa, David Bruce Pyne, and Naroa Etxebarria. 2025. "Iron’s True Weight: Does the Amount of Iron in the Body Equate to the Amount of Iron on the Bar in Australian Football League Women’s Players?" Nutrients 17, no. 10: 1691. https://doi.org/10.3390/nu17101691
APA StylePengelly, M., Pumpa, K. L., Pyne, D. B., & Etxebarria, N. (2025). Iron’s True Weight: Does the Amount of Iron in the Body Equate to the Amount of Iron on the Bar in Australian Football League Women’s Players? Nutrients, 17(10), 1691. https://doi.org/10.3390/nu17101691