T lymphocytes (cells/ul) | B cells (cells/ul) | NK cells (cells/ul) | CD4+ T cells (cells/ul) | CD8+ T cells (cells/ul) | Memory CD4+/CD4+ (%) | Memory CD4+ T cells (cells/ul) | Naïve CD4+/ CD4+ (%) | Naïve CD4+ T cells (cells/ul) | CD4+CD28+/CD4+ (%) | CD4+CD28+ T cells (cells/ul) | CD8+CD28+/CD8+ (%) | CD8+CD28+ T cells (cells/ul) | CD8+HLA-DR/ CD8+ (%) | CD8+HLA-DR T cells (cells/ul) | CD8+CD38+/CD8+ (%) | CD8+CD38+ T cells (cells/ul) | CD4+/CD8+ | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gender | ||||||||||||||||||
Male | 1220.79 ± 428.8 | 162.41 ± 92.49 | 294.41 ± 257.20 | 733.74 ± 329.37 | 443.59 ± 215.88 | 74.40 ± 13.31 | 532.37 ± 227.24 | 22.94 ± 11.97 | 169.68 ± 122.10 | 91.99 ± 9.66 | 649.61 ± 268.00 | 53.9 ± 17.42 | 224.69 ± 105.81 | 39.77 ± 14.11 | 184.25 ± 135.22 | 30.16 ± 13.31 | 135.34 ± 102.45 | 1.95 ± 1.14 |
Female | 1277.29 ± 474.83 | 204.14 ± 99.30 | 247.43 ± 165.50 | 754.67 ± 278.59 | 435.51 ± 210.90 | 72.81 ± 12.50 | 544.86 ± 214.89 | 25.30 ± 12.32 | 195.75 ± 132.28 | 92.80 ± 8.30 | 696.41 ± 273.39 | 57.51 ± 16.99 | 235.36 ± 107.43 | 37.16 ± 14.07 | 167.39 ± 123.85 | 31.79 ± 13.37 | 137.36 ± 89.77 | 1.99 ± 0.88 |
P | 0.431 | < 0.001 | 0.318 | 0.287 | 0.657 | 0.226 | 0.226 | 0.560 | 0.122 | 0.067 | 0.360 | 0.120 | 0.047 | 0.401 | 0.084 | 0.129 | 0.203 | 0.141 |
Age | ||||||||||||||||||
Yong | 1220.60 ± 432.39 | 184.20 ± 96.01 | 239.06 ± 178.45 | 665.40 ± 311.44 | 464.27 ± 211.49 | 70.42 ± 12.80 | 450.16 ± 161.82 | 28.35 ± 12.75 | 207.01 ± 186.37 | 95.36 ± 4.36 | 611.66 ± 327.88 | 65.3 ± 13.68 | 288.07 ± 118.46 | 29.66 ± 11.17 | 143.33 ± 95.13 | 38.78 ± 13.86 | 174.12 ± 92.71 | 1.71 ± 0.92 |
Middle | 1274.92 ± 452.69 | 193.84 ± 103.67 | 261.69 ± 203.82 | 745.08 ± 269.35 | 449.80 ± 219.66 | 73.16 ± 12.48 | 542.60 ± 217.98 | 25.27 ± 12.33 | 190.65 ± 122.15 | 92.76 ± 8.42 | 689.79 ± 256.35 | 57.03 ± 17.84 | 238.78 ± 102.11 | 37.58 ± 13.74 | 178.92 ± 133.65 | 32.53 ± 13.13 | 143.6 ± 86.67 | 1.90 ± 0.85 |
Elder | 1239.03 ± 460.52 | 178.59 ± 94.77 | 279.02 ± 225.75 | 757.07 ± 323.13 | 427.96 ± 208.82 | 74.29 ± 13.17 | 550.16 ± 227.77 | 22.84 ± 11.88 | 175.23 ± 121.60 | 91.73 ± 9.73 | 673.78 ± 272.92 | 53.56 ± 16.83 | 215.74 ± 104.94 | 40.25 ± 14.32 | 177.39 ± 130.65 | 28.80 ± 12.90 | 125.61 ± 100.69 | 2.06 ± 1.11 |
P | 0.688 | 0.550 | 0.446 | 0.152 | 0.425 | 0.275 | 0.077 | 0.055 | 0.338 | 0.121 | 0.169 | 0.006 | 0.003 | 0.002 | 0.521 | < 0.001 | 0.001 | 0.123 |
Allergic history | ||||||||||||||||||
Antibiotic | 1247.95 ± 325.87 | 179.33 ± 111.83 | 213.09 ± 121.54 | 714.35 ± 243.96 | 447.59 ± 190.59 | 75.65 ± 11.83 | 533.42 ± 183.06 | 21.00 ± 11.73 | 159.85 ± 119.09 | 91.83 ± 10.97 | 640.66 ± 273.15 | 60.33 ± 17.27 | 250.68 ± 90.57 | 35.95 ± 15.01 | 169.99 ± 135.4 | 33.17 ± 16.32 | 146.63 ± 107.45 | 1.89 ± 1.07 |
Other | 1397.30 ± 255.23 | 286.59 ± 60.68 | 245.97 ± 195.28 | 834.23 ± 210.96 | 475.6 ± 76.96 | 69.81 ± 9.10 | 590.88 ± 217.92 | 28.21 ± 10.03 | 226.12 ± 79.85 | 94.97 ± 2.95 | 795.26 ± 213.46 | 66.68 ± 9.31 | 320.55 ± 85.93 | 26.80 ± 5.40 | 126.96 ± 30.38 | 28.72 ± 11.96 | 137.68 ± 68.03 | 1.76 ± 0.36 |
No | 1245.96 ± 478.24 | 184.37 ± 96.29 | 260.92 ± 195.87 | 752.53 ± 319.46 | 433.62 ± 209.25 | 73.03 ± 13.24 | 540.24 ± 231.06 | 24.81 ± 12.38 | 188.6 ± 131.45 | 92.42 ± 8.83 | 683.06 ± 276.73 | 55.43 ± 17.11 | 227.6 ± 109.03 | 38.18 ± 13.92 | 171.09 ± 120.46 | 30.92 ± 13.24 | 133.85 ± 91.74 | 1.99 ± 1.01 |
P | 0.431 | 0.018 | 0.568 | 0.527 | 0.417 | 0.323 | 0.780 | 0.138 | 0.158 | 0.975 | 0.367 | 0.107 | 0.026 | 0.033 | 0.747 | 0.807 | 0.751 | 0.723 |
Surgery | ||||||||||||||||||
Yes | 1285.26 ± 471.23 | 182.04 ± 95.87 | 269.73 ± 203.91 | 749.71 ± 321.18 | 461.57 ± 221.21 | 73.04 ± 14.00 | 531.97 ± 210.35 | 24.12 ± 12.70 | 185.17 ± 136.17 | 91.56 ± 9.34 | 671.28 ± 269.38 | 53.28 ± 17.43 | 230.14 ± 108.07 | 39.62 ± 14.65 | 190.36 ± 136.55 | 32.75 ± 13.90 | 151.70 ± 106.33 | 1.88 ± 0.98 |
No | 1231.11 ± 436.88 | 187.04 ± 98.35 | 245.17 ± 178.12 | 752.79 ± 294.67 | 421.08 ± 203.97 | 73.73 ± 11.76 | 553.58 ± 238.93 | 24.55 ± 11.76 | 186.15 ± 121.17 | 93.30 ± 8.54 | 687.78 ± 284.41 | 58.65 ± 17.11 | 234.36 ± 109.49 | 36.27 ± 13.26 | 158.90 ± 122.38 | 28.62 ± 11.73 | 118.04 ± 72.55 | 2.09 ± 1.07 |
P | 0.428 | 0.866 | 0.272 | 0.708 | 0.098 | 0.898 | 0.456 | 0.552 | 0.653 | 0.141 | 0.543 | 0.008 | 0.593 | 0.072 | 0.019 | 0.014 | 0.013 | 0.039 |
History of diseases | ||||||||||||||||||
No | 1301.63 ± 413.78 | 187.44 ± 97.57 | 294.99 ± 271.76 | 752.48 ± 256.8 | 462.89 ± 233.94 | 73.22 ± 12.76 | 545.68 ± 193.04 | 25.08 ± 12.72 | 193.87 ± 139.93 | 91.08 ± 8.93 | 686.59 ± 249.44 | 55.50 ± 16.87 | 238.56 ± 106.90 | 38.49 ± 14.95 | 185.52 ± 142.82 | 33.55 ± 12.46 | 154.74 ± 96.26 | 2.00 ± 1.07 |
Yes | 1234.46 ± 470.19 | 183.60 ± 96.63 | 252.92 ± 188.98 | 747.32 ± 322.23 | 431.22 ± 204.75 | 73.54 ± 13.19 | 539.69 ± 233.47 | 23.99 ± 12.24 | 181.21 ± 124.61 | 93.01 ± 8.92 | 674.79 ± 283.1 | 56.31 ± 17.74 | 229.26 ± 108.56 | 38.13 ± 14.15 | 170.82 ± 125.08 | 30.13 ± 13.64 | 128.74 ± 90.76 | 1.98 ± 1.00 |
P | 0.318 | 0.670 | 0.196 | 0.600 | 0.453 | 0.808 | 0.566 | 0.601 | 0.468 | 0.043 | 0.629 | 0.644 | 0.541 | 0.741 | 0.455 | 0.012 | 0.022 | 0.864 |
Smoking history | ||||||||||||||||||
No | 1249.36 ± 463.71 | 194.16 ± 98.74 | 240.88 ± 167.3 | 744.68 ± 317.46 | 436.33 ± 214.38 | 72.58 ± 13.3 | 528.07 ± 217.8 | 25.19 ± 12.45 | 191.36 ± 137.93 | 92.66 ± 8.77 | 672.86 ± 272.05 | 55.95 ± 17.32 | 228.75 ± 105.67 | 37.11 ± 13.89 | 168.54 ± 130.16 | 31.02 ± 12.18 | 134.95 ± 87.04 | 1.95 ± 0.97 |
Yes | 1395.45 ± 460.14 | 204.81 ± 106.52 | 267.17 ± 174.27 | 854.83 ± 322.1 | 471.48 ± 185.99 | 74.52 ± 11.83 | 541.63 ± 201.09 | 22.63 ± 11.47 | 167.39 ± 103.98 | 91.2 ± 9.42 | 653.13 ± 253.27 | 54.51 ± 15.95 | 228.12 ± 105.94 | 39.96 ± 14.98 | 185.87 ± 139.02 | 30.78 ± 14.5 | 138.87 ± 111.4 | 2.01 ± 0.86 |
Cessation | 1220.78 ± 388.34 | 151.82 ± 90.12 | 329.4 ± 260.19 | 728.75 ± 246.2 | 441.08 ± 209.86 | 75.07 ± 12.07 | 634.99 ± 265.64 | 23.24 ± 12.14 | 204.1 ± 122.55 | 93.16 ± 9.43 | 791.84 ± 313.28 | 58.35 ± 18.73 | 264.2 ± 115.09 | 37.68 ± 13.03 | 185.99 ± 109.14 | 26.63 ± 10.94 | 122.51 ± 78.83 | 2.05 ± 1.17 |
P | 0.124 | 0.007 | 0.170 | 0.086 | 0.343 | 0.527 | 0.062 | 0.382 | 0.377 | 0.136 | 0.088 | 0.638 | 0.200 | 0.437 | 0.179 | 0.133 | 0.767 | 0.882 |
Drinking history | ||||||||||||||||||
No | 1261.05 ± 464.45 | 194.59 ± 103.37 | 248.44 ± 175.23 | 752.68 ± 323.32 | 451.27 ± 223.03 | 73.12 ± 13.24 | 541.44 ± 234.83 | 24.47 ± 12.37 | 185.61 ± 130.73 | 92.61 ± 9.08 | 678.53 ± 287.05 | 55.91 ± 17.39 | 237.64 ± 113.07 | 38.02 ± 14.7 | 180.04 ± 139.59 | 31.42 ± 13.64 | 140.47 ± 95.31 | 1.92 ± 0.98 |
Yes | 1261.86 ± 459.97 | 160.90 ± 77.59 | 303.90 ± 251.43 | 762.52 ± 255.07 | 409.57 ± 187.12 | 77.26 ± 14.85 | 528.60 ± 176.76 | 20.22 ± 14.72 | 151.40 ± 132.36 | 91.04 ± 6.82 | 636.21 ± 206.03 | 55.11 ± 12.18 | 231.52 ± 67.87 | 37.27 ± 9.00 | 154.28 ± 35.43 | 29.04 ± 10.35 | 120.53 ± 43.69 | 2.22 ± 1.13 |
Abstinence | 1193.52 ± 242.43 | 124.90 ± 67.65 | 219.10 ± 116.42 | 698.20 ± 219.11 | 426.90 ± 104.67 | 72.98 ± 12.51 | 547.67 ± 185.77 | 25.24 ± 12.38 | 200.74 ± 131.11 | 91.99 ± 8.7 | 699.64 ± 244.28 | 55.65 ± 17.8 | 212.66 ± 90.33 | 38.86 ± 13.23 | 162.34 ± 104.68 | 29.20 ± 12.78 | 122.15 ± 94.93 | 1.76 ± 0.80 |
P | 0.902 | 0.020 | 0.651 | 0.589 | 0.542 | 0.454 | 0.738 | 0.364 | 0.312 | 0.291 | 0.626 | 0.937 | 0.438 | 0.676 | 0.925 | 0.458 | 0.177 | 0.152 |
ECOG PS | ||||||||||||||||||
0 | 1249.01 ± 470.92 | 189.54 ± 97.22 | 256.76 ± 188.20 | 755.79 ± 314.37 | 433.64 ± 208.84 | 73.07 ± 13.01 | 542.99 ± 227.84 | 24.55 ± 12.23 | 188.23 ± 130.96 | 92.41 ± 9.11 | 687.18 ± 275.96 | 56.88 ± 17.01 | 233.15 ± 108.53 | 37.34 ± 14.28 | 168.51 ± 125.77 | 30.31 ± 12.37 | 129.85 ± 84.49 | 2.00 ± 1.00 |
1 | 1269.76 ± 376.02 | 157.46 ± 88.47 | 314.7 ± 345.09 | 723.17 ± 241.1 | 463.12 ± 259.22 | 74.22 ± 12.16 | 531.84 ± 187.04 | 24.57 ± 11.79 | 181.96 ± 110.51 | 93.97 ± 5.72 | 638.85 ± 261.14 | 51.87 ± 18.1 | 214.82 ± 99.14 | 40.64 ± 13.28 | 194.72 ± 158.1 | 33.24 ± 15.22 | 161.51 ± 137.98 | 2.02 ± 1.15 |
2 | 1202.74 ± 242.49 | 181.56 ± 165.45 | 390.44 ± 282.96 | 632.00 ± 218.54 | 422.78 ± 129.95 | 77.45 ± 16.10 | 462.00 ± 79.90 | 19.88 ± 15.63 | 153.11 ± 176.08 | 88.14 ± 14.21 | 572.20 ± 257.73 | 49.58 ± 18.76 | 199.06 ± 87.64 | 44.74 ± 13.11 | 197.60 ± 117.35 | 38.93 ± 18.6 | 177.33 ± 133.09 | 1.58 ± 0.57 |
3 | 1268 ± 534.57 | 257 ± 96.17 | 312 ± 91.92 | 633.5 ± 297.69 | 589 ± 260.22 | 90.59 ± 3.75 | 579.5 ± 293.45 | 7.69 ± 4.51 | 42.00 ± 5.66 | 96.05 ± 0.49 | 608 ± 282.84 | 52.1 ± 10.04 | 294 ± 76.37 | 45.05 ± 13.51 | 283 ± 196.58 | 20.95 ± 7.42 | 133.5 ± 98.29 | 1.07 ± 0.04 |
P | 0.966 | 0.093 | 0.267 | 0.541 | 0.776 | 0.138 | 0.779 | 0.115 | 0.075 | 0.881 | 0.617 | 0.264 | 0.395 | 0.104 | 0.427 | 0.280 | 0.705 | 0.188 |
Histology | ||||||||||||||||||
LAC | 1239.83 ± 463.04 | 186.72 ± 98.1 | 262.97 ± 207.77 | 741.78 ± 309.04 | 432.47 ± 215.11 | 73.16 ± 12.97 | 533.68 ± 223.57 | 24.59 ± 12.26 | 185.23 ± 129.68 | 92.36 ± 9.22 | 669.8 ± 275.26 | 55.87 ± 17.38 | 226.45 ± 107.45 | 38.19 ± 14.1 | 171.93 ± 129.37 | 31.34 ± 12.95 | 135.01 ± 90.69 | 2.00 ± 1.03 |
LSC | 1355.94 ± 346.96 | 161.44 ± 98.52 | 308.93 ± 241.53 | 766.33 ± 231.97 | 508.07 ± 182.7 | 78.18 ± 10.83 | 593.22 ± 184.44 | 19.62 ± 10.23 | 157.22 ± 97.15 | 92.73 ± 5.56 | 711.58 ± 223.72 | 54.83 ± 16.04 | 266.91 ± 91.29 | 40.11 ± 14.84 | 208.43 ± 128.57 | 28.67 ± 16.78 | 153.82 ± 138.5 | 1.69 ± 0.73 |
LASC | 1562.36 | 298.00 | 909.00 | 1060.00 | 459.00 | 54.34 | 576.00 | 44.72 | 474.00 | 100.00 | 1060 | 75.90 | 348.38 | 38.70 | 177.63 | 12.60 | 57.83 | 2.31 |
P | 0.189 | 0.111 | 0.206 | 0.299 | 0.071 | 0.034 | 0.189 | 0.034 | 0.178 | 0.132 | 0.185 | 0.430 | 0.031 | 0.908 | 0.121 | 0.072 | 0.492 | 0.336 |
Tumor stage | ||||||||||||||||||
T1 | 1287.03 ± 461.46 | 199.48 ± 97.84 | 251.40 ± 185.00 | 771.03 ± 306.11 | 452.45 ± 209.34 | 72.5 ± 12.94 | 548.64 ± 209.38 | 25.08 ± 12.12 | 195.9 ± 134.25 | 92.84 ± 8.03 | 700.98 ± 270.52 | 55.8 ± 16.78 | 241.11 ± 109.81 | 37.68 ± 13.55 | 175.94 ± 127.54 | 29.33 ± 11.65 | 132.03 ± 81.94 | 1.93 ± 0.92 |
T2 | 1132.15 ± 467.27 | 151.1 ± 86.35 | 237.71 ± 174.92 | 651.4 ± 307.11 | 393.92 ± 221.18 | 75.83 ± 11.66 | 486.99 ± 232.91 | 22.24 ± 11.46 | 151.16 ± 110.95 | 91.5 ± 9.2 | 580.82 ± 302.24 | 57.08 ± 17.45 | 206.53 ± 106.04 | 38.86 ± 14.46 | 161.27 ± 128.67 | 32.53 ± 14.45 | 128.38 ± 103.22 | 2.00 ± 1.03 |
T3 | 1249.3 ± 474.78 | 138.25 ± 67.27 | 306.25 ± 230.88 | 766.37 ± 303.9 | 410.42 ± 206.36 | 78.33 ± 10.56 | 598.67 ± 258.33 | 20.01 ± 10.82 | 155.53 ± 92.08 | 93.41 ± 5.16 | 715.91 ± 297.6 | 59.04 ± 16.63 | 226.78 ± 116.11 | 36.41 ± 13.99 | 164.79 ± 133.54 | 29.23 ± 13.01 | 120.75 ± 104.33 | 2.17 ± 0.80 |
T4 | 1226.94 ± 342.63 | 167.96 ± 107.62 | 349.64 ± 223.54 | 725.14 ± 207.8 | 427 ± 229.09 | 75.31 ± 12.43 | 541.55 ± 176.54 | 22.98 ± 12.26 | 170.36 ± 102.28 | 92.89 ± 9.07 | 670.33 ± 195.47 | 53.65 ± 21.62 | 199.97 ± 80.2 | 40.49 ± 14.87 | 173.75 ± 117.93 | 35.83 ± 15.59 | 163.63 ± 144.56 | 2.17 ± 1.28 |
P | 0.085 | 0.002 | 0.093 | 0.033 | 0.257 | 0.142 | 0.100 | 0.188 | 0.129 | 0.923 | 0.016 | 0.702 | 0.088 | 0.612 | 0.669 | 0.191 | 0.430 | 0.532 |
Lymph nodes metastases | ||||||||||||||||||
N0 | 1273.8 ± 446.29 | 195.1 ± 97.38 | 251.71 ± 181.65 | 768.04 ± 303.92 | 441.54 ± 198.47 | 72.86 ± 12.89 | 549.78 ± 211.12 | 24.95 ± 12.09 | 193.59 ± 131.95 | 93.11 ± 7.56 | 697.13 ± 272.62 | 57.11 ± 16.46 | 241.44 ± 109.47 | 37.11 ± 13.59 | 168.68 ± 117.45 | 29.45 ± 11.66 | 128.97 ± 77.58 | 1.96 ± 0.93 |
N1 | 1400.43 ± 633.16 | 212.75 ± 108.69 | 282.25 ± 206.57 | 779.17 ± 316.94 | 472.25 ± 267.66 | 76.96 ± 13.38 | 583.42 ± 222.68 | 21.28 ± 13.32 | 179.58 ± 140.93 | 90.83 ± 11.91 | 698.56 ± 266.3 | 51.27 ± 20.07 | 215.31 ± 91.73 | 40.2 ± 12.8 | 197.74 ± 138.02 | 33.98 ± 19.63 | 155.51 ± 121.06 | 1.91 ± 0.86 |
N2 | 1241.51 ± 463.87 | 158.63 ± 85.08 | 254.33 ± 146.18 | 686.63 ± 320.14 | 477.71 ± 276.70 | 75.19 ± 11.33 | 511.32 ± 248.97 | 21.63 ± 10.81 | 154.41 ± 107.8 | 90.83 ± 9.74 | 630.08 ± 318.86 | 50.32 ± 17.87 | 217.47 ± 116.06 | 41.15 ± 14.88 | 213.69 ± 183.42 | 30.12 ± 14.02 | 149.22 ± 131.7 | 1.84 ± 1.01 |
N3 | 1068.74 ± 429.88 | 136.71 ± 91.75 | 271.63 ± 179.01 | 650.58 ± 231.06 | 360.04 ± 211.56 | 74.49 ± 13.07 | 478.46 ± 182.73 | 23.75 ± 12.99 | 161.13 ± 110.39 | 91.98 ± 9.08 | 595.73 ± 212.16 | 56.8 ± 20.42 | 180.36 ± 78.89 | 40.46 ± 14.02 | 147.53 ± 108.87 | 36.11 ± 13.48 | 140.09 ± 133.64 | 2.23 ± 1.22 |
P | 0.248 | 0.008 | 0.729 | 0.127 | 0.115 | 0.545 | 0.227 | 0.385 | 0.266 | 0.556 | 0.152 | 0.202 | 0.030 | 0.217 | 0.492 | 0.114 | 0.936 | 0.696 |
Distant metastases | ||||||||||||||||||
M0 | 1281.78 ± 462.6 | 193.06 ± 97.13 | 254.16 ± 190.11 | 763.80 ± 308.98 | 448.96 ± 214.58 | 73.1 ± 12.83 | 548.94 ± 218.46 | 24.6 ± 12.05 | 190.51 ± 131 | 93.00 ± 7.89 | 694.48 ± 279.02 | 56.38 ± 16.78 | 239.97 ± 110.12 | 37.69 ± 13.94 | 175.8 ± 131.19 | 29.61 ± 12.1 | 132.35 ± 87.17 | 1.94 ± 0.91 |
M1 | 1141.48 ± 396.68 | 145.72 ± 90.52 | 330.67 ± 302.36 | 671.32 ± 279.37 | 397.7 ± 198.3 | 75.95 ± 12.17 | 507.09 ± 242.88 | 21.89 ± 12.04 | 149.67 ± 101.18 | 88.73 ± 13.12 | 583.34 ± 219.81 | 52.2 ± 18.79 | 186.2 ± 81.8 | 40.76 ± 12.99 | 168.68 ± 109.18 | 35.05 ± 15.59 | 146.02 ± 121.53 | 2.12 ± 1.40 |
P | 0.099 | 0.001 | 0.049 | 0.040 | 0.121 | 0.278 | 0.103 | 0.208 | 0.049 | 0.040 | 0.015 | 0.099 | 0.001 | 0.065 | 0.827 | 0.053 | 0.908 | 0.926 |