Background
Results
Analysis of patient details
Akt T308 phosphorylation status | Akt S473 phosphorylation status | ||||||||
---|---|---|---|---|---|---|---|---|---|
n | High | Medium | Low | p | Medium | Low | None | p | |
(n = 40) | (n = 8) | (n = 10) | (n = 5) | (n = 30) | (n = 23) | ||||
% | % | % | % | % | % | ||||
Gender
| 0.109 | 0.737 | |||||||
Male | 33 | 62 | 63 | 30 | 60 | 50 | 65 | ||
Female | 25 | 38 | 37 | 70 | 40 | 50 | 35 | ||
Age
| 0.233 | 0.376 | |||||||
<65 years | 30 | 50 | 50 | 60 | 80 | 43 | 57 | ||
≥65 years | 28 | 50 | 50 | 40 | 20 | 57 | 43 | ||
Location
| 0.217 | 0.094 | |||||||
FOM | 10 | 15 | 25 | 20 | 20 | 17 | 17 | ||
RMT | 8 | 10 | 13 | 30 | 0 | 10 | 22 | ||
SP | 5 | 10 | 0 | 10 | 40 | 10 | 0 | ||
Tong | 27 | 53 | 50 | 20 | 20 | 47 | 53 | ||
Alv | 4 | 5 | 0 | 20 | 0 | 10 | 4 | ||
Other | 4 | 7 | 12 | 0 | 20 | 6 | 4 | ||
Tumor size
| 0.173 | 0.213 | |||||||
T1-T2 | 43 | 70 | 25 | 90 | 60 | 73 | 78 | ||
T3-T4 | 15 | 30 | 75 | 10 | 40 | 27 | 22 | ||
Grade
| 0.523 | 0.788 | |||||||
I | 5 | 8 | 12 | 10 | 0 | 7 | 13 | ||
II | 39 | 65 | 75 | 70 | 80 | 66 | 65 | ||
III | 14 | 27 | 13 | 20 | 20 | 27 | 22 | ||
Lymph node metastasis
| 0.018 | 0.327 | |||||||
Positive | 27 | 58 | 12 | 30 | 40 | 50 | 43 | ||
Negative | 31 | 42 | 88 | 70 | 60 | 50 | 57 | ||
HPV status
| 0.028 | 0.301 | |||||||
Positive | 29 | 40 | 63 | 80 | 40 | 43 | 61 | ||
Negative | 29 | 60 | 37 | 20 | 60 | 57 | 39 | ||
Smoking
| 0.022 | 0.449 | |||||||
Yes | 42 | 82 | 50 | 50 | 80 | 70 | 74 | ||
No | 16 | 18 | 50 | 50 | 20 | 30 | 26 | ||
Alcohol
| 0.027 | 0.968 | |||||||
Non-drinker | 7 | 10 | 0 | 30 | 0 | 17 | 9 | ||
Medium drinker | 21 | 27 | 62 | 40 | 40 | 33 | 39 | ||
Heavy drinker | 30 | 63 | 38 | 30 | 60 | 50 | 52 |
Immunohistochemistry for Akt phosphorylation
Association of patient characteristics with Akt phosphorylation
Independent variables | F | P |
---|---|---|
Corrected model | 4.06 | <0.001 |
Smoking | 5.30 | 0.027 |
Alcohol | 10.56 | <0.001 |
Nodal status | 1.31 | 0.260 |
Age | 4.98 | 0.031 |
Smoking * Alcohol | 3.20 | 0.052 |
Smoking * Nodal status | 4.12 | 0.049 |
Smoking * Age | 0.01 | 0.919 |
Alcohol * Nodal status | 3.56 | 0.038 |
Alcohol * Age | 5.31 | 0.009 |
Nodal status * Age | 2.80 | 0.102 |
Smoking * Alcohol * Nodal status | 0.17 | 0.682 |
Smoking * Alcohol * Age | 0.08 | 0.774 |
Smoking * Nodal status * Age | 6.00 | 0.019 |
Alcohol * Nodal status * Age | 5.73 | 0.022 |
R2 = 0.652 |
Survival Analysis
Unadjusted HR | Adjusted HR | ||||||
---|---|---|---|---|---|---|---|
HR | 95% CI | P | HR | 95% CI | P | ||
pAkt S473 | Overall | 0.168 | 0.005 | ||||
Med:No | 6.27 | 0.87, 45.3 | 0.069 | 438 | 10.9, 1755 | 0.001 | |
Med:Low | 1.83 | 0.38, 8.88 | 0.456 | 21.5 | 1.23, 376 | 0.036 | |
Tumor size | T3/T4:T1/T2 | 4.59 | 1.39, 15.2 | 0.013 | 15.2 | 2.28, 102 | 0.005 |
Alcohol | Overall | 0.005 | 0.021 | ||||
Heavy:Non-drinker | 15.4 | 2.74, 86.7 | 0.002 | 49.4 | 3.04, 801 | 0.006 | |
Heavy:Moderate | 3.19 | 0.62, 16.5 | 0.166 | 2.69 | 0.35, 20.8 | 0.343 | |
Age | ≥65:<65 | 5.41 | 1.17, 25.05 | 0.031 | 46.8 | 2.81, 781 | 0.007 |
HPV | +ve:-ve | 89.4 | 4.05, 1973 | 0.004 | |||
Gender | F:M | 1.40 | 0.42, 4.63 | 0.581 | |||
Tumor size | Overall | 0.310 | |||||
Nodal status | +ve: -ve | 1.49 | 0.43, 5.10 | 0.529 | |||
Smoking | No:Yes | 1.45 | 0.42, 4.95 | 0.556 | |||
pAkt T308 | Overall | 0.984 | |||||
Low:High | 1.02 | 0.21, 4.92 | 0.985 | ||||
Med:High | 1.16 | 0.24, 5.63 | 0.858 |