Liver Tissue Characterization in Competitive Student Athletes by Quantitative MRI: Normal Values

Author

Lu Mao

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 = 641 Male, N = 1091 Overall, N = 1731
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
1 Median (IQR); n (%)

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 = 271 3T, N = 371 Overall, N = 641 1.5T, N = 601 3T, N = 491 Overall, N = 1091 1.5T, N = 871 3T, N = 861 Overall, N = 1731
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]
1 Mean (mean±2SD)

Figure 1: Normal values (mean +- 2SD) by sex and field strength.

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).

Figure 2: Normal values (mean +- 2SD) by sport.

Groupings of sports are considered below.

Grouping option 1

Type Sports
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 = 11 Power sport, N = 71 Mixed sport, N = 1131 Endurance sport, N = 521 p-value2
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
1 Mean (mean±2SD)
2 One-way ANOVA

Figure 3: Normal values (mean +- 2SD) by grouped sports under option 1.

Grouping option 2

Type Sports
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 = 951 Endurance, N = 781 p-value2
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
1 Mean (mean±2SD)
2 One-way ANOVA

Figure 4: Normal values (mean +- 2SD) by grouped sports under option 2.

Grouping option 3 (dynamic)

Type Sports
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 = 11 Moderate, N = 781 High, N = 941 p-value2
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
1 Mean (mean±2SD)
2 One-way ANOVA

Figure 5: Normal values (mean +- 2SD) by grouped sports under option 3 (dynamic).

Grouping option 4 (static)

Type Sports
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 = 301 Moderate, N = 1071 High, N = 361 p-value2
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
1 Mean (mean±2SD)
2 One-way ANOVA

Figure 6: Normal values (mean +- 2SD) by grouped sports under option 4 (static).