Statistical analysis
A placeholder for description of statistical methods.
Patient characteristics
Summary statistics for patient characteristics and mean values of PDFF, R2*, T1, and T2 are provided by sex and overall in Table 1 below.
Table 1: Subject characteristics and measurements by sex.
Characteristic |
Female, N = 64 |
Male, N = 109 |
Overall, N = 173 |
Age |
19.0 (18.7, 20.7) |
19.0 (19.0, 21.0) |
19.0 (19.0, 20.9) |
Athlete Type |
|
|
|
Basketball |
3 (4.7%) |
4 (3.7%) |
7 (4.0%) |
Cross country |
0 (0%) |
3 (2.8%) |
3 (1.7%) |
Diver |
1 (1.6%) |
0 (0%) |
1 (0.6%) |
Football |
0 (0%) |
57 (52%) |
57 (33%) |
Hockey |
1 (1.6%) |
0 (0%) |
1 (0.6%) |
Ice Hockey |
11 (17%) |
11 (10%) |
22 (13%) |
Rower |
19 (30%) |
9 (8.3%) |
28 (16%) |
Soccer |
6 (9.4%) |
6 (5.5%) |
12 (6.9%) |
Softball |
5 (7.8%) |
0 (0%) |
5 (2.9%) |
Swimmer |
1 (1.6%) |
2 (1.8%) |
3 (1.7%) |
Tennis |
1 (1.6%) |
1 (0.9%) |
2 (1.2%) |
Track athlete |
9 (14%) |
9 (8.3%) |
18 (10%) |
Volleyball |
7 (11%) |
0 (0%) |
7 (4.0%) |
Wrestler |
0 (0%) |
7 (6.4%) |
7 (4.0%) |
Height (cm) |
172.0 (165.0, 180.0) |
188.0 (183.0, 195.3) |
183.0 (173.9, 191.0) |
(Missing) |
3 |
6 |
9 |
Weight (kg) |
69.6 (63.1, 76.1) |
91.5 (80.8, 108.9) |
82.0 (69.5, 99.0) |
(Missing) |
2 |
5 |
7 |
BMI |
23.2 (21.7, 25.1) |
26.0 (23.3, 30.5) |
24.7 (22.5, 27.7) |
(Missing) |
3 |
7 |
10 |
Field Strength |
|
|
|
1.5T |
27 (42%) |
60 (55%) |
87 (50%) |
3T |
37 (58%) |
49 (45%) |
86 (50%) |
PDFF |
1.8 (1.6, 2.3) |
2.1 (1.8, 2.8) |
2.0 (1.7, 2.6) |
(Missing) |
12 |
17 |
29 |
R2s |
36.3 (32.2, 41.3) |
37.1 (32.7, 43.9) |
36.7 (32.7, 43.1) |
(Missing) |
12 |
17 |
29 |
T1 |
707.7 (596.4, 793.5) |
586.6 (549.4, 646.8) |
614.6 (562.8, 711.3) |
(Missing) |
1 |
1 |
2 |
T2 |
49.7 (45.2, 53.1) |
46.7 (44.0, 50.5) |
47.2 (44.4, 51.4) |
(Missing) |
12 |
17 |
29 |
Normal values by sex and field strength
Normal values (Mean \(\pm\) 2SD) of PDFF, R2*, T1, and T2 are summarized overall and by sex and field strength in Table 2 and shown graphically in Figure 1. (Female 3T of T1 appears somewhat outlying.)
Table 2: Normal values by sex and field strength.
|
Female
|
Male
|
Overall
|
1.5T, N = 27 |
3T, N = 37 |
Overall, N = 64 |
1.5T, N = 60 |
3T, N = 49 |
Overall, N = 109 |
1.5T, N = 87 |
3T, N = 86 |
Overall, N = 173 |
PDFF |
2.5 [0.2, 4.8] |
2.2 [-1.9, 6.2] |
2.3 [-1.0, 5.7] |
3.1 [-1.5, 7.8] |
2.2 [0.0, 4.4] |
2.7 [-1.2, 6.6] |
2.9 [-1.1, 7.0] |
2.2 [-0.9, 5.2] |
2.6 [-1.1, 6.2] |
R2s |
32 [25, 39] |
43 [26, 59] |
38 [21, 54] |
36 [6, 66] |
46 [30, 62] |
40 [14, 67] |
35 [9, 60] |
45 [29, 61] |
39 [16, 63] |
T1 |
597 [491, 702] |
776 [617, 935] |
699 [473, 925] |
581 [489, 672] |
628 [435, 820] |
602 [450, 753] |
586 [489, 682] |
691 [460, 922] |
637 [432, 843] |
T2 |
50.6 [41.7, 59.5] |
48.1 [35.2, 61.1] |
49.3 [37.8, 60.7] |
46 [38, 54] |
48 [33, 63] |
47 [35, 59] |
47.7 [38.6, 56.9] |
48.2 [34.2, 62.2] |
48.0 [36.2, 59.7] |
Comparison between types of sport
Normal values (Mean \(\pm\) 2SD) of PDFF, R2*, T1, and T2 are plotted in Figure 2 by sport. The size of the mean dot is proportional to the group size for the sport (the actual numbers are in Table 1).
Groupings of sports are considered below.
Grouping option 1
Skill sport |
Diver |
Power sport |
Wrestler |
Mixed sport |
Basketball, Football, Hockey, Ice Hockey, Soccer, Softball, Tennis, Volleyball |
Endurance sport |
Cross country, Rower, Swimmer, Track athlete |
Table 3: Comparison of normal values between grouped sports by option 1.
|
Skill sport, N = 1 |
Power sport, N = 7 |
Mixed sport, N = 113 |
Endurance sport, N = 52 |
p-value |
PDFF |
11.8 [11.8, 11.8] |
1.3 [0.5, 2.0] |
2.7 [-1.1, 6.4] |
2.3 [0.0, 4.6] |
<0.001 |
R2s |
51 [51, 51] |
60 [-16, 135] |
38 [21, 55] |
40 [22, 57] |
<0.001 |
T1 |
870 [870, 870] |
609 [357, 862] |
630 [425, 834] |
653 [462, 844] |
0.056 |
T2 |
50.2 [50.2, 50.2] |
39.8 [28.8, 50.8] |
48.1 [37.1, 59.0] |
48.8 [36.6, 61.1] |
0.005 |
Grouping option 2
Quick burst |
Diver, Football, Hockey, Ice Hockey, Softball, Tennis, Volleyball |
Endurance |
Basketball, Cross country, Rower, Soccer, Swimmer, Track athlete, Wrestler |
Table 4: Comparison of normal values between grouped sports by option 2.
|
Quick burst, N = 95 |
Endurance, N = 78 |
p-value |
PDFF |
2.9 [-1.5, 7.3] |
2.1 [0.0, 4.2] |
0.016 |
R2s |
38 [20, 55] |
42 [12, 71] |
0.061 |
T1 |
620 [416, 825] |
658 [459, 858] |
0.015 |
T2 |
48.3 [37.0, 59.6] |
47.5 [35.1, 59.9] |
0.4 |
Grouping option 3 (dynamic)
Low |
Diver |
Moderate |
Football, Softball, Tennis, Volleyball, Wrestler |
High |
Basketball, Cross country, Hockey, Ice Hockey, Rower, Soccer, Swimmer, Track athlete |
Table 5: Comparison of normal values between grouped sports by option 3
(dynamic).
|
Low, N = 1 |
Moderate, N = 78 |
High, N = 94 |
p-value |
PDFF |
11.8 [11.8, 11.8] |
2.8 [-1.5, 7.0] |
2.2 [0.2, 4.3] |
<0.001 |
R2s |
51 [51, 51] |
40 [11, 69] |
39 [23, 55] |
0.5 |
T1 |
870 [870, 870] |
613 [433, 793] |
655 [442, 868] |
0.002 |
T2 |
50.2 [50.2, 50.2] |
46.5 [36.5, 56.4] |
49.3 [36.6, 62.1] |
0.012 |
Grouping option 4 (static)
Low |
Cross country, Hockey, Soccer, Softball, Tennis, Volleyball |
Moderate |
Basketball, Football, Ice Hockey, Swimmer, Track athlete |
High |
Diver, Rower, Wrestler |
Table 6: Comparison of normal values between grouped sports by option 4
(static).
|
Low, N = 30 |
Moderate, N = 107 |
High, N = 36 |
p-value |
PDFF |
1.9 [0.9, 2.9] |
2.8 [-1.1, 6.8] |
2.3 [-1.7, 6.3] |
0.048 |
R2s |
37 [25, 50] |
39 [20, 58] |
42 [4, 79] |
0.3 |
T1 |
679 [476, 883] |
625 [427, 822] |
641 [427, 856] |
0.038 |
T2 |
48.4 [39.7, 57.1] |
47.9 [36.1, 59.8] |
47.7 [33.9, 61.4] |
0.9 |