| Literature DB >> 31631566 |
Fangxuan Li1,2, Yao Sun1, Jinchao Huang2,3, Wengui Xu3, Juntian Liu2, Zhiyong Yuan1.
Abstract
BACKGROUND: The tumor microenvironment represents an abnormal niche containing numerous factors, such as T cells, dendritic cells (DCs), regulatory T cells (Tregs), and indoleamine 2,3-dioxygenase (IDO), involved in maintaining immune homeostasis and tolerance. All these factors may influence the choice of therapy and the clinical outcomes.Entities:
Keywords: dendritic cell; gastric cancer; indoleamine 2,3-dioxygenase; regulator T cell
Mesh:
Substances:
Year: 2019 PMID: 31631566 PMCID: PMC6885892 DOI: 10.1002/cam4.2596
Source DB: PubMed Journal: Cancer Med ISSN: 2045-7634 Impact factor: 4.452
Figure 1Flow cytometry plots of peripheral and tumor‐infiltrating CD4 + and CD8 + T cells. (A) peripheral blood CD4 + T cells and CD8 + T cells; (B) tumor‐infiltrating CD4 + T cells and CD8 + T cells
Figure 2Flow cytometry plots of peripheral and tumor‐infiltrating DC and its subsets. (A) peripheral DC and its subsets; (B) tumor‐infiltrating DC and its subsets
The association between peripheral T cell, DCs, and clinicopathological features of gastric cancer patients
| T cells | DCs | ||||||
|---|---|---|---|---|---|---|---|
| CD4 | CD8 | CD4/CD8 | DC1 | DC2 |
| ||
| n | 99 | 99 | 99 | 99 | 99 | 99 | |
| Age | |||||||
| <50 | 51 | 44.47 ± 15.52 | 29.21 ± 11.03 | 1.65 ± 0.72 | 2.59 ± 1.78 | 0.86 ± 0.70 | 6.53 ± 8.98 |
| ≥50 | 48 | 43.19 ± 14.96 | 27.160 ± 9.11 | 1.63 ± 0.44 | 2.304 ± 1.36 | 0.83 ± 0.69 | 5.59 ± 6.19 |
| 0.416 | 1.006 | 0.187 | 0.818 | 0.220 | 0.585 | ||
| 0.678 | 0.317 | 0.852 | 0.382 | 0.826 | 0.560 | ||
| Sex | |||||||
| Male | 63 | 42.62 ± 15.32 | 28.58 ± 10.48 | 1.55 ± 0.47 | 2.35 ± 1.09 | 0.85 ± 0.72 | 6.09 ± 8.43 |
| Female | 36 | 45.99 ± 14.91 | 27.58 | 1.79 ± 0.749 | 2.63 ± 1.42 | 0.84 ± 0.66 | 6.08 ± 6.66 |
| 1.063 | 0.473 | 1.714 | 0.825 | 0.035 | 0.007 | ||
| 0.290 | 0.290 | 0.093 | 0.412 | 0.972 | 0.994 | ||
| Tumor size | |||||||
| <5 cm | 57 | 47.74 ± 13.18 | 30.85 ± 10.24 | 1.64 ± 0.47 | 2.31 ± 1.49 | 0.82 ± 0.64 | 6.49 ± 9.19 |
| ≥5 cm | 42 | 38.56 ± 16.25 | 24.64 ± 8.94 | 1.63 ± 0.737 | 2.69 ± 1.72 | 0.88 ± 0.78 | 5.44 ± 4.71 |
| 3.099 | 3.143 | 0.044 | 1.144 | 0.382 | 0.638 | ||
| 0.003 | 0.002 | 0.965 | 0.256 | 0.703 | 0.525 | ||
| Bormann type | |||||||
| I + II | 37 | 43.31 ± 16.53 | 25.34 ± 9.76 | 1.78 ± 0.62 | 2.36 ± 1.26 | 0.88 ± 0.79 | 7.16 ± 9.34 |
| III + IV | 62 | 44.17 ± 14.42 | 29.93 ± 10.05 | 1.55 ± 0.57 | 2.52 ± 1.77 | 0.82 ± 0.64 | 5.84 ± 6.61 |
| 0.273 | 1.945 | 1.919 | 0.465 | 0.386 | 1.042 | ||
| 0.786 | 0.057 | 0.058 | 0.643 | 0.701 | 0.300 | ||
| Clinical T stage | |||||||
| T1, T2 | 20 | 40.95 ± 12.47 | 25.22 ± 11.17 | 1.77 ± 0.50 | 2.88 ± 1.60 | 0.89 ± 0.74 | 7.38 ± 6.56 |
| T3, T4 | 79 | 44.58 ± 15.78 | 28.98 ± 9.8 | 1.60 ± 0.62 | 2.34 ± 1.558 | 0.65 ± 0.51 | 5.73 ± 8.05 |
| 0.956 | 1.486 | 1.163 | 1.347 | 1.721 | 0.836 | ||
| 0.342 | 0.140 | 0.248 | 0.181 | 0.044 | 0.405 | ||
| Clinical N stage | |||||||
| N0 | 35 | 40.33 ± 12.61 | 27.75 ± 12.61 | 1.59 ± 0.50 | 2.65 ± 1.51 | 0.88 ± 0.60 | 4.81 ± 4.18 |
| N1‐N3 | 64 | 45.77 ± 16.19 | 28.47 ± 8.84 | 1.67 ± 0.64 | 2.34 ± 11.63 | 0.82 ± 0.74 | 6.78 ± 8.92 |
| 1.722 | 0.337 | 0.636 | 0.886 | 0.392 | 1.178 | ||
| 0.088 | 0.760 | 0.526 | 0.378 | 0.696 | 0.242 | ||
| Clinical stage | |||||||
| I, II | 37 | 41.03 ± 12.61 | 28.23 ± 12.13 | 1.58 ± 0.48 | 2.61 ± 1.48 | 0.84 ± 0.61 | 5.62 ± 5.70 |
| III, IV | 62 | 45.53 | 28.21 ± 8.86 | 1.67 ± 0.65 | 2.36 ± 1.66 | 0.85 ± 0.74 | 6.37 ± 8.78 |
| 1.436 | 0.821 | 0.758 | 0.725 | 0.069 | 0.446 | ||
| 0.154 | 0.414 | 0.450 | 0.471 | 0.945 | 0.657 | ||
| Histological grade(‐differentiated) | |||||||
| Well | 28 | 48.16 ± 13.06 | 27.81 ± 10.62 | 1.60 ± 0.62 | 2.47 ± 1.72 | 0.864 ± 0.675 | 5.01 ± 5.05 |
| Poor | 71 | 42.15 ± 15.70 | 29.26 ± 8.92 | 1.72 ± 0.52 | 2.41 ± 1.23 | 0.79 ± 0.75 | 8.86 ± 11.41 |
| 2.221 | 0.642 | 0.941 | 0.172 | 0.427 | 0.165 | ||
| 0.029 | 0.522 | 0.349 | 0.712 | 0.670 | 0.109 | ||
The association between tumor‐infiltrating T cell, DCs, and clinicopathological features of gastric cancer patients
| Clinicopathological features | T cells | DCs |
|
| ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CD4 | CD8 |
| DC1 | DC2 |
|
| − | |||
| n | 99 | 99 | 99 | 99 | 99 | 99 | 99 | 52(%) | 47(%) | |
| Age | ||||||||||
| <50 | 51 | 66.56 ± 21.92 | 30.83 ± 22.04 | 3.34 ± 2.72 | 0.87 ± 0.83 | 0.67 ± 0.85 | 3.96 ± 8.91 | 3.40 ± 1.46 | 33(52.4) | 30(47.6) |
| ≥50 | 48 | 64.79 ± 17.17 | 30.50 ± 22.77 | 4.12 ± 4.39 | 0.86 ± 1.40 | 0.63 ± 0.67 | 1.93 ± 1.88 | 3.03 ± 2.29 | 19(52.8) | 17(47.2) |
| 0.444 | 0.073 | 1.070 | 0.081 | 0.299 | 1.521 | 0.958 | 0.001 | |||
| 0.658 | 0.942 | 0.287 | 0.936 | 0.766 | 0.134 | 0.334 | 1.000 | |||
| Sex | ||||||||||
| Male | 63 | 64.84 ± 21.53 | 30.03 ± 22.33 | 4.05 ± 4.29 | 0.91 ± 0.67 | 0.63 ± 0.84 | 3.51 ± 8.33 | 3.31 ± 2.03 | 24(47.1) | 27(52.9) |
| Female | 32 | 67.21 ± 16.13 | 31.78 ± 22.48 | 3.13 ± 1.873 | 1.1 ± 1.54 | 0.69 ± 0.63 | 2.20 ± 1.81 | 3.07 ± 1.69 | 28(58.3) | 20(41.7) |
| 0.575 | 0.375 | 1.229 | 1.691 | 0.383 | 0.872 | 0.606 | 1.260 | |||
| 0.566 | 0.709 | 0.222 | 0.104 | 0.702 | 0.386 | 0.637 | 0.316 | |||
| Tumor size | ||||||||||
| <5 cm | 57 | 64.05 ± 19.35 | 29.72 ± 21.48 | 3.22 ± 2.08 | 0.86 ± 1.23 | 0.66 ± 0.84 | 3.59 ± 8.48 | 3.12 ± 1.77 | 35(61.4) | 22(38.6) |
| ≥5 cm | 42 | 67.95 ± 20.14 | 31.94 ± 23.53 | 4.38 ± 4.95 | 0.82 ± 0.92 | 0.64 ± 0.66 | 2.14 ± 1.70 | 3.35 ± 2.09 | 17(40.5) | 25(59.5) |
| 0.974 | 0.492 | 1.590 | 0.005 | 0.163 | 0.982 | 0.606 | 4.247 | |||
| 0.333 | 0.624 | 0.115 | 0.996 | 0.871 | 0.329 | 0.546 | 0.044 | |||
| Bormann type | ||||||||||
| I + II | 37 | 69.92 ± 15.12 | 35.70 ± 24.69 | 3.24 ± 2.64 | 0.56 ± 0.72 | 0.54 ± 0.82 | 4.69 ± 10.58 | 2.92 ± 1.97 | 23(62.2) | 14(37.8) |
| III + IV | 62 | 63.18 ± 21.68 | 27.66 ± 20.34 | 3.99 ± 4.08 | 1.04 ± 1.27 | 0.72 ± 0.74 | 2.06 ± 2.23 | 3.39 ± 1.86 | 29(46.8) | 33(53.2) |
| 1.817 | 1.755 | 1.008 | 2.234 | 1.027 | 1.783 | 1.188 | 2.200 | |||
| 0.072 | 0.082 | 0.316 | 0.028 | 0.307 | 0.078 | 0.238 | 0.152 | |||
| Clinical T stage | ||||||||||
| T1, T2 | 20 | 64.89 ± 14.03 | 32.16 ± 22.83 | 1.77 ± 0.50 | 1.27 ± 1.84 | 0.45 ± 0.56 | 6.29 ± 13.09 | 2.21 ± 1.27 | 15(75.0) | 5(25.0) |
| T3, T4 | 79 | 60.91 ± 20.94 | 30.29 ± 22.28 | 1.60 ± 0.62 | 0.74 ± 0.77 | 0.71 ± 0.81 | 2.05 ± 2.30 | 3.47 ± 1.96 | 37(46.8) | 42(53.2) |
| 0.206 | 0.334 | 1.163 | 1.239 | 1.309 | 2.554 | 2.737 | 5.077 | |||
| 0.837 | 0.739 | 0.248 | 0.229 | 0.194 | 0.012 | 0.007 | 0.027 | |||
| Clinical N stage | ||||||||||
| N0 | 35 | 64.99 ± 23.43 | 30.20 ± 23.40 | 3.76 ± 3.26 | 1.02 ± 1.48 | 0.46 ± 0.49 | 4.89 ± 10.31 | 3.07 ± 2.17 | 23(65.7) | 12(34.3) |
| N1‐N3 | 64 | 66.09 ± 17.49 | 30.92 ± 21.83 | 3.69 ± 3.82 | 0.77 ± 0.82 | 0.78 ± 0.89 | 1.82 ± 1.83 | 3.30 ± 1.76 | 29(45.3) | 35(56.5) |
| 0.266 | 0.153 | 0.810 | 1.013 | 2.176 | 2.120 | 0.581 | 3.717 | |||
| 0.791 | 0.879 | 0.936 | 0.314 | 0.032 | 0.037 | 0.562 | 0.061 | |||
| Clinical stage | ||||||||||
| I, II | 37 | 65.61 ± 22.92 | 29.73 ± 22.83 | 3.74 ± 3.17 | 0.97 ± 1.45 | 0.44 ± 0.48 | 4.67 ± 8.06 | 3.01 ± 2.19 | 25(67.6) | 12(34.3) |
| III, IV | 62 | 65.76 ± 17.67 | 31.23 ± 22.12 | 3.70 ± 3.88 | 0.79 ± 0.83 | 0.80 ± 0.89 | 1.86 ± 1.86 | 3.33 ± 1.78 | 29(45.3) | 35(54.7) |
| 0.036 | 0.321 | 0.061 | 0.725 | 0.069 | 1.959 | 0.821 | 3.717 | |||
| 0.972 | 0.749 | 0.951 | 0.471 | 0.945 | 0.053 | 0.414 | 0.061 | |||
| Histological grade (‐differentiated) | ||||||||||
| Well | 28 | 62.48 ± 20.91 | 30.32 ± 23.81 | 3.73 ± 3.75 | 0.83 ± 1.09 | 0.69 ± 0.86 | 3.63 ± 7.94 | 3.17 ± 1.81 | 37(52.1) | 34(47.9) |
| Poor | 71 | 73.88 ± 13.24 | 31.53 ± 18.31 | 3.68 ± 3.31 | 0.95 ± 1.20 | 0.56 ± 0.48 | 1.59 ± 0.93 | 3.33 ± 2.16 | 15(53.6) | 13(46.4) |
| 2.678 | 0.242 | 0.052 | 0.482 | 0.760 | 1.989 | 0.370 | 0.017 | |||
| 0.009 | 0.809 | 0.941 | 0.631 | 0.449 | 0.048 | 0.712 | 1.000 | |||
Figure 3Immunohistochemical staining for Foxp3 + Treg and IDO expression in gastric cancer tissues (×400): (A) Foxp3 + Treg was high (positive cell staining index = 2.9%); (B) Foxp3 + Treg was low (positive cell staining index = 0.2%). (C) IDO expression was positive. (D) IDO expression was negative
Figure 4The correlation between peripheral T cell, DCs, and tumor‐infiltrating T cell, DCs, IDO expression, and Foxp3 + Treg. (A) tumor‐infiltrating IDO expression was correlated with Foxp3 + Treg; (B) tumor‐infiltrating IDO expression was correlated with ratio of tumor‐infiltrating DC1/DC2; (C) tumor‐infiltrating IDO expression was correlated with tumor‐infiltrating CD8 + T cells; (D) tumor‐infiltrating IDO expression was correlated with tumor‐infiltrating DC2; (E) peripheral CD4 + T cells were correlated with peripheral DC2 negatively; (F) tumor‐infiltrating Foxp3 + Treg cells were correlated with tumor‐infiltrating DC2 positively
Figure 5Significant prognostic factors for gastric cancer patients. (A) T stage; (B) N stage; (C) TNM stage; (D) peripheral DC2; (E) Ratio of tumor‐infiltrating DC1/DC2; (F) Tumor‐infiltrating Foxp3 + Treg; (G) Tumor‐infiltrating IDO expression
1, 3, and 5 y survival rate of gastric cancer patients according to clinicopathological and immune features
| Clinicopathological features | Total | OS | ||||
|---|---|---|---|---|---|---|
| 1‐YSR | 3‐YSR | 5‐YSR |
|
| ||
| Age | ||||||
| <50 | 51 | 80.4 | 35.5 | 19.6 | 0.000 | .993 |
| ≥50 | 48 | 85.1 | 38.2 | 27.4 | ||
| Sex | ||||||
| Male | 63 | 83.9 | 35.5 | 19.6 | 0.432 | .511 |
| Female | 36 | 80.6 | 38.9 | 38.9 | ||
| Tumor size | ||||||
| <5 cm | 57 | 91.2 | 45.6 | 27.8 | 2.894 | .089 |
| ≥5 cm | 42 | 70.8 | 24.4 | 13.7 | ||
| Bormann type | ||||||
| I + II | 37 | 86.1 | 41.7 | 24.3 | 0.378 | .534 |
| III + IV | 62 | 80.6 | 33.9 | 20.6 | ||
| T stage | ||||||
| T1, T2 | 20 | 100 | 90 | 65.0 | 26.986 | <.01 |
| T3, T4 | 79 | 78.2 | 23.1 | 10.1 | ||
| N stage | ||||||
| N0 | 35 | 97.1 | 62.9 | 45.7 | 22.233 | <.01 |
| N1‐N3 | 64 | 74.6 | 22.2 | 9.9 | ||
| TNM stage | ||||||
| I, II | 37 | 97.3 | 62.2 | 45.9 | 24.494 | <.01 |
| III, IV | 62 | 75.4 | 21.3 | 5.6 | ||
| Histological grade(‐differentiated) | ||||||
| Well | 28 | 72.2 | 32.9 | 15.8 | 3.625 | .057 |
| Poor | 71 | 96.4 | 46.4 | 35.7 | ||
| Peripheral CD4 + T cells | ||||||
| Low | 45 | 80.9 | 36.2 | 20.5 | 0.017 | .896 |
| High | 54 | 84.3 | 37.2 | 22.7 | ||
| Peripheral CD8 + T cells | ||||||
| Low | 49 | 79.6 | 49.0 | 28.0 | 1.492 | .222 |
| High | 50 | 85.7 | 32.7 | 1.54 | ||
| Ratio of peripheral CD4 + T/CD8 + T cells | ||||||
| Low | 48 | 76.6 | 31.9 | 16.8 | 1.898 | .168 |
| High | 51 | 84.3 | 43.1 | 26.5 | ||
| Peripheral DC1 cells | ||||||
| Low | 44 | 87.2 | 30.8 | 20.5 | 0.421 | .517 |
| High | 54 | 81.1 | 41.5 | 23.8 | ||
| Peripheral DC2 cells | ||||||
| Low | 47 | 77.3 | 27.3 | 18.2 | 4.313 | .038 |
| High | 52 | 89.6 | 47.6 | 26.0 | ||
| Peripheral DC1/DC2 cells | ||||||
| Low | 49 | 88.9 | 24.1 | 18.1 | 0.004 | .949 |
| High | 50 | 78.7 | 38.3 | 25.5 | ||
| Tumor‐infiltrating CD4 + T cells | ||||||
| Low | 45 | 82.2 | 44.4 | 25.3 | 1.100 | .299 |
| High | 54 | 83.0 | 32.0 | 18.7 | ||
| Tumor‐infiltrating CD8 + T cells | ||||||
| Low | 48 | 81.3 | 41.7 | 21.7 | 0.374 | .541 |
| High | 51 | 84.0 | 32.0 | 21.8 | ||
| Ratio of Tumor‐infiltrating CD4 + T/CD8 + T cells | ||||||
| Low | 49 | 83.7 | 32.7 | 26.4 | 0.083 | .773 |
| High | 50 | 81.7 | 40.8 | 17.0 | ||
| Tumor‐infiltrating DC1 cells | ||||||
| Low | 48 | 85.7 | 33.3 | 11.9 | 3.529 | .060 |
| High | 51 | 79.0 | 43.2 | 33.4 | ||
| Tumor‐infiltrating DC2 cells | ||||||
| Low | 48 | 90.5 | 38.1 | 19.0 | 0.007 | .935 |
| High | 51 | 75.0 | 38.7 | 26.6 | ||
| Ratio of Tumor‐infiltrating DC1/DC2 cells | ||||||
| Low | 28 | 86.2 | 44.6 | 27.4 | 6.295 | .012 |
| High | 71 | 71.8 | 19.1 | 7.2 | ||
| Foxp3 + Treg | ||||||
| Low | 46 | 88.9 | 42.2 | 37.1 | 3.898 | .048 |
| High | 53 | 77.4 | 32.1 | 13.4 | ||
| IDO | ||||||
| ‐ | 52 | 92.2 | 31.4 | 27.2 | 4.086 | .043 |
| + | 47 | 72.3 | 29.8 | 16.2 | ||
Abbreviation: YSR, Year survival rate.
Median was set as cutoff value; Low was ≤ Median; High was > Median.
Upper quartile was set as cutoff value; Low was ≤ upper quartile; High was > upper quartile.
COX regression for prognostic features of gastric cancer patients
| Features |
| SE | Wald |
|
| HR (95% CI) |
|---|---|---|---|---|---|---|
| T stage | ||||||
| T1, T2 | −1.483 | 0.497 | 8.919 | 1 | .003 | 0.227 (0.086‐0.601) |
| T3, T4 | 1 | |||||
| N stage | ||||||
| N0 | −0.423 | 1.083 | 0.153 | 1 | .696 | 0.655 (0.078‐5.468) |
| N1‐N3 | 1 | |||||
| TNM stage | ||||||
| I, II | −0.173 | 1.144 | 0.023 | 1 | .880 | 0.841 (0.089‐7.921) |
| III, IV | 1 | |||||
| Peripheral DC2 cells | ||||||
| Low | 0.682 | 0.277 | 6.069 | 1 | .014 | 1.978 (1.150‐3.404) |
| High | 1 | |||||
| Ratio of Tumor‐infiltrating DC1/DC2 cells | ||||||
| Low | −0.003 | 0.322 | 0.000 | 1 | .992 | 0.997 (0.530‐1.873) |
| High | 1 | |||||
| Foxp3 + Treg | ||||||
| Low | 0.089 | 0.368 | 0.059 | 1 | .809 | 1.093 (0.531‐2.250) |
| High | 1 | |||||
| IDO | ||||||
| − | −0.114 | 0.397 | 0.083 | 1 | .774 | 0.892 (0.410‐1.941) |
| + | 1 |
To get adjusted hazard ratios, COX regression was applied for adjusting significant covariate in Kaplan‐Meier prognostic analysis.
Abbreviations: β, regression coefficient; SE, standard error; Wald, Wald Chi‐square; df, degree of freedom; HR, hazard ratio.