Introduction
Methods
Patients
Follow-up
Definition of inflammation-based biomakers
Statistics
Results
Patient characteristics
Survival outcomes
Clinicopathological features | Univariate analysis | Multivariate analysis | ||
---|---|---|---|---|
HR (95% CI) | P value | HR (95% CI) | P value | |
Gender | ||||
Female | Reference | |||
Male | 0(0-Inf) | 0.998 | ||
Age | 0.973(0.915–1.033) | 0.368 | ||
BMI | 0.763(0.634–0.918) | 0.004 | 0.799(0.59–1.082) | 0.147 |
Hypertension | ||||
Yes | 0.408(0.094–1.771) | 0.231 | ||
DM | ||||
Yes | 1.497(0.496–4.52) | 0.474 | ||
TB | ||||
Yes | 0.962(0.127–7.268) | 0.97 | ||
Smoking | ||||
Yes | 0.195(0.026–1.461) | 0.112 | ||
Alcohol abuse | ||||
Yes | 0.44(0.059–3.31) | 0.425 | ||
Hyperlipidemia | ||||
Yes | 0.763(0.222–2.622) | 0.668 | ||
Duration of HIV infection | 1.001(0.988–1.014) | 0.877 | ||
Duration of HIV treatment | 1.001(0.988–1.014) | 0.882 | ||
Tumor Location | ||||
Upper | Reference | |||
Middle | 0.892(0.256–3.111) | 0.858 | ||
Lower | 1.609(0.267–9.696) | 0.604 | ||
Histology | ||||
Signet ring cell | 5.227(2.013–13.573) | < 0.001 | 41.178(6.287–269.722) | < 0.001 |
R0 rescetion | ||||
No | 5.204(1.678–16.141) | 0.004 | 277.461(10.475–7349.318) | < 0.001 |
Her2 status | ||||
0 | Reference | |||
1 + | 0.728(0.273–1.941) | 0.525 | ||
2 + | 0.256(0.033–1.977) | 0.192 | ||
AJCC stage | ||||
I-II | Reference | Reference | ||
III-IV | 6.199(1.922–19.996) | 0.002 | 0.314(0.034–2.867) | 0.305 |
ALB (g/L) | ||||
> 38.1 | Reference | Reference | ||
≤ 38.1 | 4.192(1.599–10.991) | 0.004 | 10.715(0.632–181.541) | 0.1 |
CD8 count (per ul) | ||||
> 661 | Reference | |||
≤ 661 | 0.603(0.24–1.514) | 0.281 | ||
CD4 count (per ul) | ||||
> 348 | Reference | |||
≤ 348 | 2.646(0.943–7.425) | 0.065 | ||
CD4/CD8 | ||||
> 0.71 | Reference | |||
≤ 0.71 | 2.062(0.738–5.762) | 0.167 | ||
NLR | ||||
> 3.9 | Reference | |||
≤ 3.9 | 0.416(0.157–1.102) | 0.078 | ||
LMR | ||||
> 6.5 | Reference | |||
≤ 6.5 | 3.325(0.442–24.99) | 0.243 | ||
PLR | ||||
> 199.0 | Reference | Reference | ||
≤ 199.0 | 0.365(0.147–0.903) | 0.029 | 0.038(0.006–0.258) | < 0.001 |
PNI | ||||
> 43.4 | Reference | Reference | ||
≤ 43.4 | 3.05(1.216–7.653) | 0.017 | 0.261(0.016–4.356) | 0.349 |
SII | ||||
> 935 | Reference | |||
≤ 935 | 0.356(0.126–1.006) | 0.051 | ||
SIS | ||||
0 | Reference | |||
1 | 0.704(0.198–2.502) | 0.587 | ||
2 | 1.854(0.566–6.074) | 0.308 |
Clinicopathological features | Univariate analysis | Multivariate analysis | ||
---|---|---|---|---|
HR (95% CI) | P value | HR (95% CI) | P value | |
Gender | ||||
Female | Reference | |||
Male | 0(0-Inf) | 0.998 | ||
Age | 0.961(0.904–1.02) | 0.192 | ||
BMI | 0.763(0.641–0.909) | 0.002 | 0.884(0.684–1.142) | 0.346 |
Hypertension | ||||
Yes | 0.363(0.084–1.572) | 0.176 | ||
DM | ||||
Yes | 1.282(0.428–3.839) | 0.657 | ||
TB | ||||
Yes | 0.824(0.109–6.21) | 0.851 | ||
Smoking | ||||
Yes | 0.177(0.024–1.325) | 0.092 | ||
Alcohol abuse | ||||
Yes | 0.399(0.053–2.991) | 0.371 | ||
Hyperlipidemia | ||||
Yes | 0.805(0.235–2.753) | 0.729 | ||
Duration of HIV infection | 1.003(0.992–1.015) | 0.586 | ||
Duration of HIV treatment | 1.003(0.991–1.016) | 0.58 | ||
Tumor Location | ||||
Upper | Reference | |||
Middle | 0.635(0.208–1.935) | 0.424 | ||
Lower | 1.14(0.208–6.247) | 0.88 | ||
Histology | ||||
Signet ring cell | 3.939(1.578–9.836) | 0.003 | 42.638(6.245–291.092) | < 0.001 |
R0 rescetion | ||||
No | 4.245(1.382–13.038) | 0.012 | 136.565(8.048–2317.405) | < 0.001 |
Her2 status | ||||
0 | Reference | |||
1 + | 0.806(0.302–2.149) | 0.667 | ||
2 + | 0.563(0.126–2.521) | 0.453 | ||
AJCC stage | ||||
I-II | Reference | Reference | ||
III-IV | 6.297(1.96–20.228) | 0.002 | 0.766(0.135–4.341) | 0.764 |
ALB (g/L) | ||||
> 38.1 | Reference | Reference | ||
≤ 38.1 | 4.041(1.553–10.515) | 0.004 | 3.73(0.309–45.103) | 0.301 |
CD8 count (per ul) | ||||
> 661 | Reference | |||
≤ 661 | 0.741(0.302–1.822) | 0.514 | ||
CD4 count (per ul) | ||||
> 348 | Reference | |||
≤ 348 | 2.667(0.957–7.436) | 0.061 | ||
CD4/CD8 | ||||
> 0.71 | Reference | |||
≤ 0.71 | 1.52(0.581–3.978) | 0.394 | ||
NLR | ||||
> 3.9 | Reference | Reference | ||
≤ 3.9 | 0.346(0.137–0.873) | 0.025 | 0.109(0.008–1.56) | 0.103 |
LMR | ||||
> 6.5 | Reference | |||
≤ 6.5 | 3.538(0.472–26.497) | 0.219 | ||
PLR | ||||
> 199.0 | Reference | Reference | ||
≤ 199.0 | 0.298(0.123–0.723) | 0.007 | 0.027(0.004–0.201) | < 0.001 |
PNI | ||||
> 43.4 | Reference | Reference | ||
≤ 43.4 | 3.129(1.265–7.737) | 0.014 | 0.756(0.057–10.062) | 0.832 |
SII | ||||
> 935 | Reference | Reference | ||
≤ 935 | 0.275(0.104–0.729) | 0.009 | 14.322(0.783–261.811) | 0.073 |
SIS | ||||
0 | Reference | |||
1 | 0.555(0.156–1.978) | 0.364 | ||
2 | 1.667(0.515–5.393) | 0.393 |
The relationship between PLR and clinical characteristics
low PLR group (n = 28) | high PLR group (n = 13) | Pvalue | |
---|---|---|---|
Gender | 1 | ||
Male | 26 (92.9%) | 13 (100.0%) | |
Female | 2 (7.1%) | 0 (0.0%) | |
Age | 0.408 | ||
Mean (SD) | 58.2 (7) | 56.8 (9.8) | |
Median [MIN, MAX] | 60 [44,70] | 56 [44,76] | |
BMI | 0.005 | ||
Mean (SD) | 21.7 (2.7) | 19.7 (1.4) | |
Median [MIN, MAX] | 21.1 [15.1,26.6] | 20.2 [17.3,21.7] | |
Hypertension | 0.692 | ||
No | 21 (75.0%) | 11 (84.6%) | |
Yes | 7 (25.0%) | 2 (15.4%) | |
DM | 0.399 | ||
No | 22 (78.6%) | 12 (92.3%) | |
Yes | 6 (21.4%) | 1 (7.7%) | |
TB | 1 | ||
No | 26 (92.9%) | 13 (100.0%) | |
Yes | 2 (7.1%) | 0 (0.0%) | |
Smoking | 0.398 | ||
No | 21 (75.0%) | 12 (92.3%) | |
Yes | 7 (25.0%) | 1 (7.7%) | |
Alcohol abuse | 1 | ||
No | 24 (85.7%) | 12 (92.3%) | |
Yes | 4 (14.3%) | 1 (7.7%) | |
Hyperlipidemia | 1 | ||
No | 23 (82.1%) | 11 (84.6%) | |
Yes | 5 (17.9%) | 2 (15.4%) | |
Duration of HIV infection | 0.377 | ||
Mean (SD) | 22.7 (40.8) | 32.5 (37.6) | |
Median [MIN, MAX] | 1 [0,132] | 24 [0,108] | |
Duration of HIV treatment | 0.113 | ||
Mean (SD) | 20.9 (37.2) | 32.2 (37.2) | |
Median [MIN, MAX] | 0 [0,110] | 24 [0,108] | |
Tumor Location | 1 | ||
Upper | 5 (17.9%) | 2 (15.4%) | |
Middle | 21 (75.0%) | 10 (76.9%) | |
Lower | 2 (7.1%) | 1 (7.7%) | |
Histology | 0.719 | ||
Signet ring cell | 9 (32.1%) | 3 (23.1%) | |
Her2 status | 0.66 | ||
0 | 13 (46.4%) | 8 (61.5%) | |
1 + | 11 (39.3%) | 3 (23.1%) | |
2 + | 4 (14.3%) | 2 (15.4%) | |
SBR | 0.694 | ||
1 | 3 (10.7%) | 2 (15.4%) | |
2 | 8 (28.6%) | 2 (15.4%) | |
3 | 17 (60.7%) | 9 (69.2%) | |
R0 | 1 | ||
Yes | 25 (89.3%) | 12 (92.3%) | |
No | 3 (10.7%) | 1 (7.7%) | |
T stage | 0.657 | ||
I | 7 (25.0%) | 2 (15.4%) | |
II | 1 (3.6%) | 1 (7.7%) | |
III | 11 (39.3%) | 4 (30.8%) | |
IV | 9 (32.1%) | 6 (46.2%) | |
N stage | 0.719 | ||
Non-metastasis | 9(32.1%) | 3(23.1%) | |
Metastasis | 19(67.9%) | 10(76.9%) | |
M stage | 0.645 | ||
Non-metastasis | 25 (89.3%) | 11 (84.6%) | |
Metastasis | 3 (10.7%) | 2 (15.4%) | |
AJCC stage | 0.173 | ||
I-II | 14(50.0%) | 3(23.1%) | |
III-IV | 14(50.0%) | 10(76.9%) |
Low PLR group (n = 28) | High PLR group (n = 13) | Pvalue | |
---|---|---|---|
CA125 (0-35U/ml) | 0.232 | ||
Normal | 27 (96.4%) | 11 (84.6%) | |
Increased | 1 (3.6%) | 2 (15.4%) | |
CA153 (0–32.3U/ml) | 0.317 | ||
Normal | 28 (100.0%) | 12 (92.3%) | |
Increased | 0 (0.0%) | 1 (7.7%) | |
CA199 (0-37U/ml) | 0.228 | ||
Normal | 20 (71.4%) | 12 (92.3%) | |
Increased | 8 (28.6%) | 1 (7.7%) | |
AFP (0.89–8.78 ng/ml) | 0.539 | ||
Normal | 25 (89.3%) | 13 (100.0%) | |
Increased | 3 (10.7%) | 0 (0.0%) | |
CEA (0-5 ng/ml) | 0.659 | ||
Normal | 24 (85.7%) | 10 (76.9%) | |
Increased | 4 (14.3%) | 3 (23.1%) | |
HGB (g/L) | 0.008 | ||
Mean (SD) | 126.9 (23.1) | 104.2 (22.6) | |
Median [MIN, MAX] | 133 [75,159] | 104 [66,134] | |
PLT count (*1000 per uL) | 0.007 | ||
Mean (SD) | 184.2 (45.4) | 255.4 (106.7) | |
Median [MIN, MAX] | 182 [101,264] | 243 [65,470] | |
NEUT count (*1000 per uL) | 0.048 | ||
Mean (SD) | 3 (1.4) | 4.7 (3.1) | |
Median [MIN, MAX] | 2.6 [1.4,8.3] | 3.9 [1,12.7] | |
LYMPH count (*1000 per uL) | < 0.001 | ||
Mean (SD) | 1.7 (0.6) | 0.9 (0.3) | |
Median [MIN, MAX] | 1.7 [0.8,3] | 1 [0.3,1.5] | |
MONO count (*1000 per uL) | 0.274 | ||
Mean (SD) | 0.4 (0.2) | 0.6 (0.4) | |
Median [MIN, MAX] | 0.4 [0.2,0.9] | 0.4 [0.2,1.8] | |
ALB (g/L) | 0.041 | ||
Mean (SD) | 39.7 (5) | 36.5 (4.5) | |
Median [MIN, MAX] | 40 [25,47.9] | 34.9 [29.5,43.9] | |
CD3 count (per ul) | < 0.001 | ||
Mean (SD) | 1196.1 (390.2) | 646.9 (277.5) | |
Median [MIN, MAX] | 1167 [428,1844] | 606 [159,1039] | |
CD8 count (per ul) | 0.001 | ||
Mean (SD) | 784.2 (353.9) | 402.8 (211.6) | |
Median [MIN, MAX] | 689 [157,1493] | 377 [117,769] | |
CD4 count (per ul) | 0.018 | ||
Mean (SD) | 373 (221.2) | 216.5 (122.9) | |
Median [MIN, MAX] | 353.5 [21,944] | 201 [31,476] | |
CD4/CD8 | 0.501 | ||
Mean (SD) | 0.6 (0.7) | 0.7 (0.4) | |
Median [MIN, MAX] | 0.5 [0.1,3.2] | 0.5 [0.1,1.6] |