To indicate the possible relationship between pain level and autonomic activity, linear regression between the PPT (x-axis) and HRV (y-axis) were analyzed (
Figures 4 and
5).
Figure 4 illustrates the scatter plots of actual PPT and HRV before and after TENS treatment; however,
Figure 5 depicts the mean difference between before and after treatment. For the actual value plot (
Figure 4), SDNN and RMSSD had a positively negligible correlation with the PPT value (r
2 = 0.0114, P = 0.46; r
2 = 0.0214, P = 0.31, respectively). Low frequency exhibited a negatively weak correlation with the PPT value (r
2 = - 0.0028, P = 0.71); nevertheless, HF and LF/HF had a positively negligible correlation with the PPT value (r
2 = 0.0036, P = 0.68; r
2 = 0.0041, P = 0.66, respectively). The correlation seems to be better when differences between before and after treatment of both HRV and PPT were analyzed (
Figure 5). The difference between SDNN and RMSSD exhibited a positively negligible correlation with a difference in the PPT (r
2 = 0.0372, P = 0.355; r
2 = 0.0005, P = 0.911, respectively). The difference between before and after treatment of frequency-domain LF and LF/HF had a positively weak correlation with difference in the PPT (r
2 = 0.1389, P = 0.066; r
2 = 0.158, P = 0.049, respectively); nevertheless, difference of HF showed a negatively weak correlation with difference of PPT (r
2 = 0.0712, P = 0.197).