Table 3.
Regression analyses for prediction of clinical outcomes by pain modulatory genes and psychological factors
| Dependent Variable |
Genetic and Psychological Predictors |
Demographics Only | Add Baseline Variable |
Add Genotype | Add Psychological Factor |
Add Interaction | P- Value of Full Model |
R2 of Full Model |
|||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R2 | P- value |
R2 | P- value |
R2
Increment |
P- value |
R2
Increment |
P- value |
R2
Increment |
P- value |
||||
| Pre-Operative Status | |||||||||||||
| Average Pain Intensity |
KCNS1(rs734784) + TSK-11 |
0.246 | <.0001 | 0.000 | 0.957 | 0.039 | 0.007 | 0.055 | 0.004 | <.0001 | 0.341 | ||
| Worst Pain Intensity |
KCNS1(rs734784) +
TSK-11 |
0.163 | <.0001 | 0.009 | 0.480 | 0.081 | 0.000 | 0.071 | 0.001 | <.0001 | 0.324 | ||
| 12 Month Post-Operative Course (AUC) | |||||||||||||
| Average Pain Intensity |
ADRB2(rs1042713) + PHQ |
0.188 | <.0001 | 0.160 | <.0001 | 0.001 | 0.863 | 0.044 | 0.002 | 0.048 | 0.0036 | <.0001 | 0.442 |
|
AVPR1A(rs1042615) + TSK-11 |
0.188 | <.0001 | 0.160 | <.0001 | 0.010 | 0.338 | 0.005 | 0.304 | 0.036 | 0.0197 | <.0001 | 0.399 | |
| Quick-DASH Average |
ADRB2(rs1042713)+
PHQ |
0.102 | 0.004 | 0.110 | <.0001 | 0.018 | 0.193 | 0.028 | 0.024 | 0.091 | 0.0001 | <.0001 | 0.349 |
| Quick-DASH Peak |
ADRB2(rs1042713) + PHQ |
0.136 | 0.001 | 0.021 | 0.077 | 0.029 | 0.109 | 0.002 | 0.543 | 0.058 | 0.0106 | <.0001 | 0.246 |
| 12 Month Post-Operative Status | |||||||||||||
| Average Pain Intensity |
GCH1(rs3783641) +
STAI |
0.097 | 0.020 | 0.039 | 0.026 | 0.032 | 0.122 | 0.012 | 0.199 | 0.086 | 0.0025 | 0.000 | 0.267 |
Table 3 Key: *Bolded variables met our criterion for strong statistical evidence for an interaction (p < 0.0027 for addition of interaction term); AUC = area under curve; DASH = Disability of Arm, Shoulder, and Hand questionnaire; FPQ = Fear of Pain Questionnaire; PCS = Pain Catastrophizing Scale; PHQ = Patient Health Questionnaire; STAI = State Trait Anxiety Inventory; TSK-11 = Tampa Scale of Kinesiophobia