Background
Methods
RNA preparation and whole-transcriptome profiling
Bioinformatics
Results
Clinical effects of L4-DRGSTIM on pain, functional capacity and serum levels of inflammatory markers
N | Gender Age | Spine level | Activate contacts | Frequency Hz | Pulse width (μs) | Amplitude (μA) | CPSP diagnosis | BMI | BDI bs | BDI as | PSQI global bs | PSQI global as |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | W (75) | L4—left | 1−; 3+ | 20 | 300 | 900–1200 | CRPS | 34,4 | 18 | 7 | 14 | 12 |
2 | M (71) | L4—right | 1−; 2+ | 20 | 250 | 400–500 | CRPS | 28 | 10 | 6 | 2 | 4 |
3 | W (65) | L4—left | 1+; 3− | 20 | 400 | 500–600 | CRPS | 35,2 | 14 | 3 | 4 | 5 |
4 | W (72) | L4—right | 2+; 4− | 20 | 300 | 500–700 | CRPS | 24,1 | 6 | 5 | 5 | 5 |
5 | M (56) | L4—right | 3+; 4− | 20 | 200 | 1400–1600 | CRPS | 23,4 | 17 | 9 | 9 | 7 |
6 | W (50) | L4—left | 1−; 2+ | 20 | 200 | 1200–1500 | CRPS | 26,8 | 21 | 10 | 12 | 5 |
7 | M(58) | L4—left | 1−; 3+ | 20 | 300 | 600–750 | CRPS (negative trial) | 40,4 | 21 | 23 | 16 | 4 |
8 | M (63) | L4—left | 3+; 4− | 20 | 200 | 400–1000 | CRPS | 35,8 | 20 | 7 | 11 | 6 |
9 | W (50) | L4—left | – | – | – | – | Causalgia (implant failure) | 25,8 | 30 | 33 | 9 | 13 |
10 | W (79) | L4—right | 3+, 4− | 20 | 250 | 700–1400 | CRPS | 24,7 | 9 | 8 | 20 | 17 |
11 | W (53) | L4—right | 2+, 3− | 20 | 200 | 300–900 | CRPS | 28,2 | 13 | 11 | 11 | 12 |
12 | W (71) | L4—left | 1−, 2+ | 20 | 200 | 350–550 | CRPS | 25,2 | 21 | 12 | 18 | 15 |
Pat. no. | HMGB1_bs | HMGB1_as | IL-1β_bs | IL-1β_as | TNFα_bs | TNFα_as | IL-6_bs | IL-6_as | IL-10_bs | IL-10_as |
---|---|---|---|---|---|---|---|---|---|---|
1 | 1.956 | 2.368 | 0.136 | 0.065 | 2.414 | 2.318 | 2.759 | 2.083 | 22.667 | 0.000 |
2 | 5.897 | 5.574 | 0.140 | 0.070 | 2.136 | 2.291 | 3.524 | 6.800 | 32.000 | 0.000 |
3 | 1.838 | 4.309 | 0.117 | 0.201 | 1.886 | 1.886 | 2.566 | 4.455 | 25.333 | 0.000 |
4 | 4.397 | 2.691 | 0.229 | 0.089 | 1.259 | 1.350 | 3.862 | 0.897 | 40.000 | 16.667 |
5 | 38.691 | 5.338 | 0.369 | 0.201 | 1.914 | 1.986 | 12.041 | 2.855 | 0.667 | 14.667 |
6 | 4.515 | 2.897 | 0.014 | 0.056 | 0.986 | 1.059 | 2.490 | 1.793 | 0.667 | 0.000 |
7 | 6.868 | 4.338 | 0.336 | 0.350 | 1.877 | 1.918 | 15.462 | 17.614 | 7.333 | 24.000 |
8 | 9.132 | 1.544 | 0.140 | 0.103 | 1.545 | 1.500 | 4.462 | 3.359 | 76.000 | 10.667 |
9 | 2.485 | 1.662 | 0.121 | 0.093 | 1.605 | 1.818 | 2.090 | 1.352 | 94.000 | 1.333 |
10 | 9.868 | 11.838 | 0.103 | 0.131 | 1.936 | 1.236 | 12.903 | 16.193 | 59.333 | 4.667 |
11 | 3.603 | 4.544 | 0.131 | 0.173 | 1.423 | 1.477 | 2.566 | 5.690 | 60.667 | 6.000 |
12 | 2.544 | 4.397 | 0.065 | 0.150 | 1.691 | 1.709 | 2.538 | 3.407 | 38.000 | 13.333 |
Pat. no. | Ghrelin_bs | Ghrelin_as | Adiponectin_bs | Adiponectin_as | Leptin_bs | Leptin_as | BDNF_bs | BDNF_as | Oxytocin_bs | Oxytocin_as |
---|---|---|---|---|---|---|---|---|---|---|
1 | 3895.376 | 5059.584 | 10,670 | 11,340 | 258,300 | 219,500 | 45,790.48 | 53,552.38 | 39.7 | 59.9 |
2 | 2622.864 | 2387.712 | 8610 | 8200 | 11,100 | 17,000 | 44,266.67 | 44,933.33 | 33.7 | 42.5 |
3 | 4873.856 | 3762.032 | 4440 | 4190 | 70,600 | 75,200 | 34,838.10 | 23,266.67 | 22.5 | 49.5 |
4 | 4134.976 | 13045.936 | 8730 | 19,330 | 49,800 | 28,200 | 29,457.14 | 41,409.52 | 31.3 | 15 |
5 | 4203.376 | 3793.04 | 2110 | 4300 | 5600 | 7400 | 54,838.10 | 47,361.90 | 15 | 111.2 |
6 | 6972.928 | 8809.568 | 8760 | 12,500 | 23,800 | 7700 | 23,076.19 | 33,980.95 | 23.9 | 87.6 |
7 | 2374.272 | 2223.344 | 6860 | 3460 | 40,500 | 85,000 | 34,266.67 | 36,504.76 | 20.7 | 15 |
8 | 2858.688 | 2493.792 | 1650 | 1300 | 63,000 | 56,100 | 27,742.86 | 29,933.33 | 23.1 | 116.1 |
9 | 14,335.92 | 12126.912 | 10,620 | 7230 | 54,300 | 45,800 | 41,171.43 | 39,266.67 | 28.7 | 15 |
10 | 10885.504 | 5767.136 | 7800 | 6270 | 45,300 | 47,900 | 35,314.29 | 42,076.19 | 15 | 17.5 |
11 | 4144.784 | 4280.784 | 28,850 | 22,450 | 31,800 | 36,000 | 49,742.86 | 34,647.62 | 61.4 | 24.6 |
12 | 2387.712 | 1824.88 | 4250 | 3610 | 135,000 | 105,900 | 52,600.00 | 37,457.14 | 39.5 | 119.1 |
Transcriptome analyses
Gene | Baseline (FKPM) | SD | L4-DRG stimulation (FKPM) | SD | Fold change | p value |
---|---|---|---|---|---|---|
TLR1
| 8.38 | 0.739 | 7.73 | 0.42 | − 1.57 |
0.011
|
FFAR2
| 8.75 | 0.817 | 8.2 | 0.40 | − 1.46 |
0.038
|
IL1RAP
| 8.5 | 0.506 | 8.07 | 0.31 | − 1.35 |
0.023
|
IL1RN
| 8.22 | 0.566 | 7.83 | 0.28 | − 1.31 |
0.035
|
C5
| 5.94 | 0.252 | 5.6 | 0.29 | − 1.26 |
0.026
|
PBK
| 4.1 | 0.257 | 3.79 | 0.37 | − 1.23 |
0.037
|
IL18
| 5.69 | 0.266 | 5.39 | 0.39 | − 1.23 |
0.021
|
SMAD1
| 5.91 | 0.237 | 5.63 | 0.38 | − 1.22 | 0.068 |
NAIP
| 10 | 0.360 | 9.74 | 0.36 | − 1.2 | 0.089 |
CXCL2
| 7.61 | 0.186 | 7.86 | 0.14 | 1.2 |
0.0007
|
CCL11
| 5.43 | 0.199 | 5.69 | 0.25 | 1.2 |
0.012
|
IL36G
| 5.84 | 0.263 | 6.12 | 0.22 | 1.21 |
0.0028
|
CRP
| 5.25 | 0.223 | 5.52 | 0.28 | 1.21 |
0.0058
|
SCGB1A1
| 4.17 | 0.233 | 4.45 | 0.25 | 1.21 |
0.0042
|
FASLG
| 6.52 | 0.276 | 6.8 | 0.32 | 1.21 | 0.08 |
IL17F
| 6.89 | 0.185 | 7.19 | 0.14 | 1.23 |
0.0004
|
TNFRSF4
| 6.4 | 0.218 | 6.7 | 0.24 | 1.23 |
0.0033
|
PLA2G2A
| 4.82 | 0.243 | 5.13 | 0.30 | 1.24 |
0.026
|
CREB3L3
| 4.79 | 0.206 | 5.11 | 0.24 | 1.25 |
0.0006
|
ADAMTS12
| 5.94 | 0.203 | 6.29 | 0.20 | 1.27 |
0.0003
|
IL1F10
| 6.19 | 0.284 | 6.55 | 0.10 | 1.28 |
0.0009
|
NOX1
| 4.83 | 0.245 | 5.19 | 0.29 | 1.28 |
0.0037
|
CHIA
| 4.22 | 0.174 | 4.58 | 0.35 | 1.28 |
0.012
|
BDKRB1
| 6.16 | 0.323 | 6.54 | 0.22 | 1.3 |
0.0022
|
CCL4L2
| 7.49 | 0.370 | 7.88 | 0.41 | 1.31 | 0.055 |
PTGDR
| 8.46 | 0.306 | 8.86 | 0.45 | 1.32 | 0.052 |