| Literature DB >> 35865481 |
Dongxian Jiang1,2, Qi Song1, Xiaojun Wei1, Zixiang Yu1, Yufeng Liu1, Haixing Wang1, Xingxing Wang1, Jie Huang1, Jieakesu Su1, Yang Hong1, Yifan Xu1, Chen Xu1, Yingyong Hou1,2.
Abstract
Background: DNA mismatch repair (MMR) deficiency (dMMR) has been recognized as an important biomarker for immunotherapy in esophageal squamous cell carcinoma (ESCC), along with programmed death ligand 1 (PD-L1) expression and/or tumor-infiltrated lymphocytes (TILs). However, in ESCC, MMR protein assessment has not been well studied at present.Entities:
Keywords: DNA mismatch repair protein; PD-L1; PMS2; TILs; esophageal squamous cell carcinoma (ESCC); prognosis
Year: 2022 PMID: 35865481 PMCID: PMC9294642 DOI: 10.3389/fonc.2022.897527
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 5.738
Association between MMR expression and clinicopathological features of ESCC patients.
| MLH1 | PMS2 | MSH2 | MSH6 | MMR | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| No. | Low | High |
| Low | High |
| Low | High |
| Low | High |
| dMMR | pMMR |
| |
| Age | 0.896 | 0.903 | 0.674 | 0.747 | 0.653 | |||||||||||
| <60 | 206 | 183 | 23 | 96 | 110 | 17 | 189 | 80 | 126 | 26 | 180 | |||||
| >=60 | 278 | 248 | 30 | 128 | 150 | 26 | 252 | 112 | 166 | 39 | 239 | |||||
| Sex | 0.842 | 0.861 | 0.256 | 0.906 | 0.351 | |||||||||||
| Female | 87 | 78 | 9 | 41 | 46 | 5 | 82 | 35 | 52 | 9 | 78 | |||||
| Male | 397 | 353 | 44 | 183 | 214 | 38 | 359 | 157 | 240 | 56 | 341 | |||||
| Smoking | 0.835 | 0.002 | 0.557 | 0.571 | 0.706 | |||||||||||
| No | 295 | 262 | 33 | 120 | 175 | 28 | 267 | 120 | 175 | 41 | 254 | |||||
| Yes | 189 | 169 | 20 | 104 | 85 | 15 | 174 | 72 | 117 | 24 | 165 | |||||
| Drinking | 0.994 | 0.440 | 0.548 | 0.185 | 0.627 | |||||||||||
| No | 192 | 171 | 21 | 93 | 99 | 73 | 119 | 13 | 179 | 24 | 168 | |||||
| Yes | 292 | 260 | 32 | 131 | 161 | 119 | 173 | 30 | 262 | 41 | 251 | |||||
| Tumor size | 0.948 | 0.614 | <0.001 | 0.780 | 0.057 | |||||||||||
| <3.4cm | 276 | 246 | 30 | 125 | 151 | 13 | 263 | 108 | 168 | 30 | 246 | |||||
| >3.4cm | 208 | 185 | 23 | 99 | 109 | 30 | 178 | 84 | 124 | 35 | 173 | |||||
| Site | 0.561 | 0.463 | 0.564 | 0.406 | 0.958 | |||||||||||
| Upper | 23 | 22 | 1 | 10 | 13 | 2 | 21 | 12 | 11 | 3 | 20 | |||||
| Middle | 216 | 191 | 25 | 109 | 107 | 16 | 200 | 82 | 134 | 28 | 188 | |||||
| Low | 223 | 197 | 26 | 100 | 123 | 23 | 200 | 90 | 133 | 31 | 192 | |||||
| Differentiation | 0.143 | 0.527 | 0.245 | 0.005 | 0.208 | |||||||||||
| Well | 19 | 19 | 0 | 11 | 8 | 0 | 19 | 12 | 7 | 0 | 19 | |||||
| Moderate | 272 | 245 | 27 | 127 | 145 | 28 | 244 | 118 | 154 | 39 | 233 | |||||
| Poor | 193 | 167 | 26 | 86 | 107 | 15 | 178 | 62 | 131 | 26 | 167 | |||||
| Vessel invasion | 0.744 | 0.438 | 0.376 | 0.471 | 0.283 | |||||||||||
| No | 375 | 333 | 42 | 170 | 205 | 31 | 344 | 152 | 223 | 47 | 328 | |||||
| Yes | 109 | 98 | 11 | 54 | 55 | 12 | 97 | 40 | 69 | 18 | 91 | |||||
| Nerve invasion | 0.624 | 0.667 | 0.326 | 0.945 | 0.201 | |||||||||||
| No | 316 | 283 | 33 | 144 | 172 | 31 | 285 | 125 | 191 | 47 | 269 | |||||
| Yes | 168 | 148 | 20 | 80 | 88 | 12 | 156 | 67 | 101 | 18 | 150 | |||||
| Lymph node metastasis | 0.668 | 0.051 | 0.211 | 0.201 | 0.772 | |||||||||||
| No | 260 | 233 | 27 | 131 | 129 | 27 | 233 | 110 | 150 | 36 | 224 | |||||
| Yes | 224 | 198 | 26 | 93 | 131 | 16 | 208 | 82 | 142 | 29 | 195 | |||||
| pTNM Stage | 0.693 | 0.068 | 0.305 | 0.381 | 0.998 | |||||||||||
| I-II | 268 | 240 | 28 | 134 | 134 | 27 | 241 | 111 | 157 | 36 | 232 | |||||
| III-IV | 216 | 191 | 25 | 90 | 126 | 16 | 200 | 81 | 135 | 29 | 187 | |||||
| Disease progression | 0.75 | 0.009 | 0.268 | 0.209 | 0.511 | |||||||||||
| No | 220 | 197 | 23 | 116 | 104 | 23 | 197 | 94 | 126 | 32 | 188 | |||||
| Yes | 264 | 234 | 30 | 108 | 156 | 20 | 244 | 98 | 166 | 33 | 231 | |||||
| Death | 0.928 | 0.009 | 0.293 | 0.196 | 0.559 | |||||||||||
| No | 222 | 198 | 24 | 117 | 105 | 23 | 199 | 95 | 127 | 32 | 190 | |||||
| Yes | 262 | 233 | 29 | 107 | 155 | 20 | 242 | 97 | 165 | 33 | 229 | |||||
Figure 1Representative images of HE and IHC. (A) Loss of MLH1 protein expression; (B) low MLH1 protein expression; (C) high MLH1 protein expression; (D) loss of PMS2 protein expression; (E) low PMS2 protein expression; (F) high PMS2 protein expression; (G) loss of MSH2 protein expression; (H) low MSH2 protein expression; (I) high MSH2 protein expression; (J) loss of MSH6 protein expression; (K) low MSH6 protein expression; (L) high MSH6 protein expression; (M) negative PD-L1 expression; (N) positive PD-L1 expression in tumor cells; (O) positive PD-L1 expression in tumor associated immune cells; (P) low TILs; (Q) high TILs.
Correlation analysis of the four MMR protein expressions.
| IHC score | ||
|---|---|---|
|
| Pearson correlation | |
| MLH1 VS. MSH2 | <0.001 | 0.453 |
| MLH1 VS. MSH6 | <0.001 | 0.519 |
| MLH1 VS. PMS2 | <0.001 | 0.626 |
| MSH2 VS. MSH6 | <0.001 | 0.623 |
| MSH2 VS. PMS2 | <0.001 | 0.467 |
| MSH6 VS. PMS2 | <0.001 | 0.455 |
0.6
Figure 2Association between MMR status and survival in ESCC. (A, B) There was no significant survival difference between pMMR and dMMR patients (P>0.05). (C, D) No differences in DFS (P = 0.886) and OS (P = 0.997) were found between patients with low MLH1 expression and high expression. (E, F) 224 patients with low PMS2 expression had better DFS and OS than 260 patients with high PMS2 expression (P = 0.006 for DFS and 0.008 for OS). (G–J) Similar tendencies were also observed in those with low MSH2 expression (P = 0.379 for DFS and 0.351 for OS), and low MSH6 expression (P = 0.442 for DFS and 0.415 for OS).
Association between PD-L1 expression, TILs, and clinicopathological features of ESCC patients.
| PD-L1 (CPS≧1) | TILs (≧10) | |||||
|---|---|---|---|---|---|---|
| Negative | Positive |
| Low | High |
| |
| Age | 0.819 | 0.915 | ||||
| <60 | 62 | 144 | 124 | 82 | ||
| >=60 | 81 | 197 | 166 | 112 | ||
| Sex | 0.082 | 0.027 | ||||
| Female | 19 | 68 | 43 | 44 | ||
| Male | 124 | 273 | 247 | 150 | ||
| Smoking | 0.396 | 0.600 | ||||
| No | 83 | 212 | 174 | 121 | ||
| Yes | 60 | 129 | 116 | 73 | ||
| Drinking | 0.171 | 0.339 | ||||
| No | 50 | 142 | 110 | 82 | ||
| Yes | 93 | 199 | 180 | 112 | ||
| Tumor size | 0.927 | 0.007 | ||||
| <3.4cm | 82 | 194 | 151 | 125 | ||
| >3.4cm | 61 | 147 | 139 | 69 | ||
| Site | 0.682 | 0.451 | ||||
| Upper | 5 | 18 | 14 | 9 | ||
| Middle | 64 | 152 | 121 | 95 | ||
| Low | 68 | 155 | 138 | 85 | ||
| Differentiation | 0.941 | 0.460 | ||||
| Well | 5 | 14 | 9 | 10 | ||
| Moderate | 80 | 192 | 167 | 105 | ||
| Poor | 58 | 135 | 114 | 79 | ||
| Vessel invasion | 0.365 | 0.550 | ||||
| No | 107 | 268 | 222 | 153 | ||
| Yes | 36 | 73 | 68 | 41 | ||
| Nerve invasion | 0.071 | 0.398 | ||||
| No | 102 | 214 | 185 | 131 | ||
| Yes | 41 | 127 | 105 | 63 | ||
| Lymph node metastasis | 0.403 | 0.481 | ||||
| No | 81 | 179 | 152 | 108 | ||
| Yes | 62 | 162 | 138 | 86 | ||
| pTNM Stage | 0.716 | 0.220 | ||||
| I-II | 81 | 187 | 154 | 114 | ||
| III-IV | 62 | 154 | 136 | 80 | ||
| MLH1 expression | 0.071 | 0.021 | ||||
| Low | 133 | 298 | 266 | 165 | ||
| High | 10 | 43 | 24 | 29 | ||
| MSH2 expression | 0.036 | 0.453 | ||||
| Low | 67 | 125 | 119 | 73 | ||
| High | 76 | 216 | 171 | 121 | ||
| MSH6 expression | 0.001 | 0.003 | ||||
| Low | 22 | 21 | 35 | 8 | ||
| High | 121 | 320 | 255 | 186 | ||
| PMS2 expression | 0.01 | 0.207 | ||||
| Low | 79 | 145 | 141 | 83 | ||
| High | 64 | 196 | 149 | 111 | ||
| MMR | 0.09 | 0.003 | ||||
| dMMR | 25 | 40 | 50 | 15 | ||
| pMMR | 118 | 301 | 240 | 179 | ||
| PD-L1 (CPS≧1) | <0.001 | |||||
| Negative | 111 | 32 | ||||
| Positive | 179 | 162 | ||||
Figure 3The prognostic significance of MMR expression, PD-L1 expression, and TILs. (A, B) There was no association between PD-L1 expression and DFS or OS (P > 0.05); (C, D) In stage I-II of disease, patients with PD-L1 expression had better DFS and OS than those without PD-L1 expression (P < 0.05), which were not found in stage III-IV of disease (P > 0.05); (E, F) Patients in the high-TILs group tended to have better DFS (P=0.055) and OS (P = 0.070) than those in the low-TILs group; (G, H) In high PMS2 expression, patients in the high-TILs group have better DFS (P = 0.022) and OS (P = 0.059) than those in the low-TILs group, which were not found in the low PMS2 expression group; (I, J) In 260 patients with high PMS2 expression, the order from better prognosis to poorer survival is 98 patients with both PD-L1 expression and high TILs, 111 patients with either PD-L1 expression or high TILs, and 51 patients with neither PD-L1 expression nor high TILs. However, in 224 patients with low PMS2 expression, there was no survival difference among the three cohorts (P > 0.05).
Univariate and multivariate analyses of prognostic factors for survival.
| DFS | OS | |||
|---|---|---|---|---|
|
| HR (95% CI) |
| HR (95% CI) | |
|
| ||||
| Sex | 0.296 | 1.183 (0.863-1.622) | 0.291 | 1.187 (0.863-1.632) |
| Age | 0.817 | 1.029 (0.806-1.314) | 0.596 | 1.069 (0.836-1.365) |
| Smoking | 0.254 | 1.154 (0.902-1.475) | 0.192 | 1.178 (0.921-1.506) |
| Drinking | 0.104 | 1.231 (0.958-1.581) | 0.131 | 1.214 (0.944-1.561) |
| Charlson index | 0.198 | 1.191 (0.913-1.555) | 0.133 | 1.228 (0.939-1.606) |
| Tumor Size | 0.167 | 1.187 (0.931-1.514) | 0.077 | 1.245 (0.976-1.589) |
| Tumor Location | 0.646 | 0.953 (0.774-1.172) | 0.831 | 0.977 (0.793-1.205) |
| Differentiation | 0.030 | 1.274 (1.023-1.587) | 0.081 | 1.217 (0.976-1.516) |
| Vessel invasion | 0.001 | 1.568 (1.203-2.043) | 0.002 | 1.526 (1.167-1.996) |
| Nerve invasion | 0.021 | 1.340 (1.046-1.716) | 0.004 | 1.445 (1.128-1.851) |
| Invasive Depth | <0.001 | 1.634 (1.312-2.035) | <0.001 | 1.769 (1.406-2.225) |
| Lymph node metastasis | <0.001 | 2.717 (2.116-3.489) | <0.001 | 2.752 (2.141-3.538) |
| pTNM stage | <0.001 | 2.766 (2.157-3.546) | <0.001 | 2.790 (2.174-3.580) |
| Operative approach | 0.692 | 0.977 (0.873-1.094) | 0.867 | 0.990 (0.884-1.109) |
| Complication | 0.176 | 0.793 (0.566-1.110) | 0.090 | 0.742 (0.526-1.047) |
| Adjuvant therapy | 0.093 | 1.279 (0.959-1.706) | 0.258 | 1.185 (0.883-1.589) |
| MLH1 expression | 0.888 | 1.028 (0.703-1.503) | 0.997 | 0.999 (0.679-1.470) |
| MSH2 expression | 0.388 | 1.116 (0.870-1.433) | 0.358 | 1.125 (0.875-1.446) |
| MSH6 expression | 0.451 | 1.192 (0.755-1.880) | 0.422 | 1.206 (0.764-1.902) |
| PMS2 expression | 0.007 | 1.398 (1.094-1.787) | 0.009 | 1.391 (1.087-1.780) |
| dMMR | 0.778 | 1.054 (0.732-1.518) | 0.587 | 1.106 (0.768-1.594) |
| PD-L1expression | 0.235 | 0.855 (0.660-1.108) | 0.259 | 0.861 (0.664-1.117) |
| TILs | 0.060 | 0.786 (0.612-1.010) | 0.074 | 0.795 (0.618-1.023) |
|
| ||||
| Differentiation | 0.360 | 1.112 (0.886-1.394) | - | - |
| Vessel invasion | 0.603 | 1.078 (0.812-1.432) | 0.747 | 1.048 (0.788-1.393) |
| Nerve invasion | 0.365 | 1.125 (0.872-1.453) | 0.112 | 1.230 (0.953-1.589) |
| pTNM stage | <0.001 | 2.560 (1.962-3.339) | <0.001 | 2.609 (2.001-3.404) |
| PMS2 expression | 0.030 | 1.315 (1.026-1.684) | 0.021 | 1.339 (1.044-1.717) |