Discovery set | Validation set | Statistical test | |||||
---|---|---|---|---|---|---|---|
LM (PMA < -0.71) N = 22 | HM (PMA > -0.71) N = 85 | p-value | LM N = 19 | HM N = 17 | p-value | ||
Age | 68.5 (9.5) | 69 (11) | 0.56 | 63 (4) | 67 (6) | 0.82 | U test |
PMA (cm2) | 30.3 (9.3) | 37.9 (16.4) | < 0.0001 | 23.9 (8.4) | 32.1 (13.3) | 0.036 | U test |
BMI (kg/m2) | 21.8 (6.3) | 26.5 (5.5) | 0.0005 | – | – | – | U test |
SMI (cm2/m2) | 43.3 (6.8) | 50.7 (10) | 0.020 | – | – | – | U test |
PMA-SMI (cm2/m2) | 9.8 (2.4) | 13.3 (2.91) | < 0.0001 | – | – | – | |
Gender (%) | |||||||
Male | 72.7 | 61.2 | 0.32 | 68.4 | 35.3 | 0.047 | Chi-square |
Female | 27.3 | 38.8 | 31.6 | 64.7 | |||
Ethnicity (%) | |||||||
Caucasian | 72.7 | 55.3 | 0.27 | – | – | – | Chi-square |
Asian | 4.5 | 16.5 | – | – | |||
African American | 4.5 | 1.2 | – | – | |||
Hispanic/Latino | 0 | 3.5 | – | – | |||
Native Hawaiian | 4.5 | 1.2 | – | – | |||
NA | 13.6 | 22.3 | – | – | |||
Smoking history (%) | |||||||
Current | 36.4 | 10.7 | 0.014 | 100 | 70.6 | 0.011 | Chi-square |
Former | 50 | 66.7 | – | – | |||
Nonsmoker | 13.6 | 22.6 | 0 | 29.4 | |||
Histology (%) | |||||||
Adenocarcinoma | 72.7 | 85.7 | 0.15 | 63.1 | 41.2 | 0.18 | Chi-square |
Squamous cell carcinoma | 27.3 | 14.3 | 36.8 | 58.8 | |||
Stage (%) | |||||||
I–II | 94.7 | 93.6 | 0.86 | 73.7 | 58.8 | 0.34 | Chi-square |
III–IV | 5.3 | 6.4 | 26.3 | 41.2 | |||
Grade (%) | |||||||
G1 | 21 | 37.9 | 0.008 | 23.5 | 42.8 | 0.25 | Chi-square |
G2 | 47.4 | 56.1 | 70.6 | 51.2 | |||
G3 | 31.6 | 6 | 5.9 | – | |||
Lymphovascular invasion (%) | |||||||
Yes | 11.8 | 5 | 0.32 | Chi-square | |||
No | 88.2 | 95 | 73.7 | 68.7 | 0.74 | ||
Pleural invasion (%) | 26.3 | 31.3 | |||||
Yes | 31.6 | 12.3 | 0.047 | 58.8 | 40 | 0.29 | Chi-square |
No | 68.4 | 87.7 | 41.2 | 60 | |||
Recurrence (%) | |||||||
Yes | 36.4 | 14.3 | 0.018 | 42.1 | 23.5 | 0.24 | Chi-square |
No | 63.6 | 85.7 | 57.8 | 76.5 | |||
EGFR mutation status (%) | |||||||
Wildtype | 82.3 | 71 | 0.3441 | – | – | – | Chi-square |
Mutant | 17.7 | 29 | – | – | |||
KRAS mutation status (%) | |||||||
Wildtype | 68.7 | 83.1 | 0.1973 | – | – | – | Chi-square |
Mutant | 31.3 | 16.9 | – | – |