Introduction
Materials and methods
Study design
FR+ CTC analysis
Measurement of serum indicators
Data collection and follow up
Statistical analysis
Results
Baseline characteristics of enrolled patients
Characteristics (N = 123) | Values |
---|---|
Sex (n, %) | |
Male | 106 (86.2%) |
Female | 17 (13.8%) |
Age (years) | |
Median [Q1-Q3] | 62.0 [55.0–67.0] |
Tumor size (cm) | |
Median [Q1-Q3] | 2.80 [2.15-4.00] |
Missing | 35 (28.5%) |
Smoking history (n, %) | |
No | 38 (30.9%) |
Yes | 85 (69.1%) |
Alcohol drinking (n, %) | |
No | 43 (35.0%) |
Yes | 80 (65.0%) |
Histologic grade (n, %) | |
Well differentiated | 54 (43.9%) |
Moderately differentiated | 40 (32.5%) |
Poorly differentiated | 29 (23.6%) |
Perineural invasion (n, %) | |
No | 86 (69.9%) |
Yes | 37 (30.1%) |
Vessel invasion (n, %) | |
No | 88 (71.5%) |
Yes | 35 (28.5%) |
T stage (n, %) | |
0 | 18 (15.7%) |
is | 2 (1.74%) |
1 | 20 (17.4%) |
2 | 16 (13.9%) |
3 | 57 (49.6%) |
4 | 2 (1.74%) |
N stage (n, %) | |
0 | 49 (42.6%) |
1 | 44 (38.3%) |
2 | 19 (16.5%) |
3 | 3 (2.61%) |
TNM stage (n, %) | |
I | 26 (22.6%) |
II | 32 (27.8%) |
III | 52 (45.2%) |
IV | 5 (4.4%) |
Pre-operation CTC (FU/3ml) | |
Median [Q1-Q3] | 10.80 [9.13–14.40] |
Post-operation CTC (FU/3ml) | |
Median [Q1-Q3] | 8.67 [6.95–12.20] |
Albumin (g/L) | |
Median [Q1-Q3] | 37.9 [35.2–41.4] |
Pre-albumin (mg/L) | |
Median [Q1-Q3] | 205 [173–256] |
CRP (mg/L) | |
Median [Q1-Q3] | 3.93 [1.23–12.40] |
Ferritin (ng/mL) | |
Median [Q1-Q3] | 146 [84–206] |
Surgery (n, %) | |
No | 7 (5.7%) |
R0 | 116 (94.3%) |
Chemotherapy (n, %) | |
No | 14 (11.5%) |
Paclitaxel + platinum drugs | 90 (73.8%) |
Docetaxe + platinum drugs | 4 (3.3%) |
Tegafur | 12 (9.8%) |
Irinotecan | 1 (0.8%) |
Specific medication unknown | 1 (0.8%) |
Radiotherapy (n, %) | |
No | 13 (10.7%) |
< 45 Gy | 79 (65.3%) |
>=45 & < 50.4 Gy | 18 (14.9%) |
>= 50.4 Gy | 11 (9.1%) |
DFS time (months) | |
Median [Q1-Q3] | 25.1 [14.4–32.0] |
OS time (months) | |
Median [Q1-Q3] | 26.5 [18.0-34.1] |
Association between pre-operative FR+CTCs and clinicopathological characteristics
Characteristics | N(%) | FR+ CTC (FU/3ml, median, IQR) | P value |
---|---|---|---|
Total | 123 (100.0) | 10.78 (9.13–14.41) | |
Gender | 0.889 | ||
Male | 106 (86.2) | 10.60 [9.13–14.30] | |
Female | 17 (13.8) | 11.30 [9.33–14.60] | |
Age(years) | 0.689 | ||
< 60 | 52 (42.3) | 10.60 [8.74–14.70] | |
>= 60 | 71 (57.7) | 10.80[9.34–13.70] | |
Tumor size (cm) | 0.228 | ||
<= 3 | 53 (60.2) | 10.30 [9.15–12.70] | |
> 3 | 35 (39.8) | 11.00 [9.67–14.50] | |
Histologic grade | 0.634 | ||
Well-differentiated | 54 (43.9) | 10.50 [8.80–14.50] | |
Moderately differentiated | 40 (32.5) | 11.00 [9.68–13.40] | |
Poorly differentiated | 29 (23.6) | 10.20 [9.03–15.50] | |
T stage | 0.365 | ||
0 | 18 (15.7) | 9.89 [7.94–14.50] | |
is | 2 (1.7) | 10.70 [10.30–11.10] | |
1 | 20 (17.4) | 9.97 [9.12–11.50] | |
2 | 16 (13.9) | 9.95 [9.19-12.00] | |
3 | 57 (49.6) | 11.60 [9.68–14.60] | |
4 | 2 (1.7) | 12.90 [10.90–15.00] | |
N stage | 0.917 | ||
0 | 49 (42.6) | 10.80 [9.34–14.40] | |
1 | 44 (38.3) | 10.90 [9.26–13.30] | |
2 | 19 (16.5) | 10.30 [9.10–13.60] | |
3 | 3 (2.6) | 9.50 [8.08–12.30] | |
TNM stage | 0.680 | ||
I | 26 (22.6) | 10.30 [9.13-13.00] | |
II | 32 (27.8) | 10.90 [9.61-14.00] | |
III | 52 (45.2) | 11.00 [9.34–14.40] | |
IV | 5 (4.4) | 9.50 [8.83-15.00] | |
Perineural invasion | 0.679 | ||
No | 86 (69.9) | 10.70 [9.09–14.30] | |
Yes | 37 (30.1) | 11.00 [9.50–14.40] | |
Vessel invasion | 0.801 | ||
No | 88 (71.5) | 10.80 [9.14–14.20] | |
Yes | 35 (28.5) | 10.20 [9.15–14.80] |
Clinical indices | N | rs | P value |
---|---|---|---|
Albumin | 123 | 0.00 | 0.98 |
Pre-albumin | 122 | -0.03 | 0.78 |
CRP | 103 | 0.14 | 0.24 |
Ferritin | 83 | 0.19 | 0.13 |
CRP/Albumin | 103 | 0.14 | 0.26 |
Association between FR+CTCs level and survival time
Characteristics | Events/N | Univariate analyses | Multivariate analyses | ||||
---|---|---|---|---|---|---|---|
HR | 95%CI | p | HR | 95%CI | p | ||
Age | |||||||
<= 60 years | 17/52 | - | - | - | - | - | - |
> 60 years | 26/71 | 1.1 | 0.60 - 2.03 | 0.762 | - | - | - |
Sex | |||||||
Female | 3/17 | - | - | - | - | - | - |
Male | 40/106 | 2.45 | 0.76 - 7.93 | 0.134 | - | - | - |
Tumor size | |||||||
<= 3 cm | 20/53 | - | - | - | - | - | - |
>3 cm | 14/35 | 1.04 | 0.52 - 2.06 | 0.911 | - | - | - |
Smoking | |||||||
No | 7/38 | - | - | - | - | - | - |
Yes | 36/85 | 2.66 | 1.18 - 5.97 | 0.018 | - | - | - |
Alcohol drinking | |||||||
No | 9/43 | - | - | - | - | - | - |
Yes | 34/80 | 2.34 | 1.12 - 4.88 | 0.024 | 2.37 | 1.04-5.42 | 0.041 |
Differentiation degree | |||||||
Well-differentiated | 15/54 | - | - | - | - | - | - |
Moderately differentiated | 15/40 | 1.23 | 0.60 - 2.52 | 0.567 | - | - | - |
Poorly differentiated | 13/29 | 1.62 | 0.77 - 3.41 | 0.203 | - | - | - |
Perineural invasion | |||||||
No | 26/86 | - | - | - | - | - | - |
Yes | 17/37 | 1.73 | 0.85 - 3.52 | 0.130 | - | - | - |
Vascular invasion | |||||||
No | 28/88 | - | - | - | - | - | - |
Yes | 15/35 | 1.3 | 0.65 - 2.60 | 0.460 | - | - | - |
Pre-operation FR+CTC (FU/3ml) | |||||||
< 14.79 | 30/97 | - | - | - | - | - | - |
>= 14.79 | 13/26 | 1.98 | 1.03 - 3.81 | 0.040 | 2.76 | 1.31-5.80 | 0.007 |
Post-operation FR+CTC (FU/3ml) | |||||||
< 17.42 | 9/44 | - | - | - | - | - | - |
>= 17.42 | 4/6 | 5.92 | 1.74 - 20.13 | 0.004 | - | - | - |
T | |||||||
0 | 6/18 | - | - | - | - | - | - |
is | 0/2 | 0 | 0 - Inf | 0.996 | - | - | - |
1 | 6/20 | 0.81 | 0.26 - 2.53 | 0.721 | - | - | - |
2 | 3/16 | 0.53 | 0.13 - 2.13 | 0.375 | - | - | - |
3 | 26/57 | 1.5 | 0.62 - 3.65 | 0.371 | - | - | - |
4 | 1/2 | 2.79 | 0.33 - 23.3 | 0.343 | - | - | - |
N | |||||||
0 | 17/49 | - | - | - | - | - | - |
1 | 16/44 | 1.1 | 0.56 - 2.19 | 0.776 | - | - | - |
2 | 6/19 | 0.94 | 0.37 - 2.39 | 0.900 | - | - | - |
3 | 3/3 | 4.36 | 1.26 - 15.01 | 0.020 | - | - | - |
TNM stage | |||||||
I | 6/26 | - | - | - | - | - | - |
II | 13/32 | 2.07 | 0.78 - 5.44 | 0.142 | 6.05 | 1.33-27.54 | 0.02 |
III | 19/52 | 1.86 | 0.74 - 4.67 | 0.184 | 5.6 | 1.29-24.29 | 0.021 |
IV | 4/5 | 6.03 | 1.69 - 21.61 | 0.006 | 18.57 | 2.97-116.05 | 0.002 |
Albumin (g/L) | |||||||
>= 35 | 30/98 | - | - | - | - | - | - |
< 35 | 13/25 | 2.01 | 1.05 - 3.85 | 0.036 | - | - | - |
Pre-albumin (mg/L) | |||||||
>= 280 | 6/17 | - | - | - | - | - | - |
< 280 | 37/105 | 1.04 | 0.44 - 2.45 | 0.937 | - | - | - |
CRP(mg/L) | |||||||
<= 8.2 | 18/65 | - | - | - | - | - | - |
> 8.2 | 19/38 | 2.41 | 1.26 - 4.61 | 0.008 | 2.24 | 1.15-4.38 | 0.018 |
Ferritin (ng/mL) | |||||||
<= 200 | 18/60 | - | - | - | - | - | - |
> 200 | 8/23 | 1.05 | 0.46 - 2.41 | 0.912 | - | - | - |
Surgery | |||||||
No | 3/7 | - | - | - | - | - | - |
Yes | 40/116 | 0.73 | 0.23 - 2.38 | 0.606 | - | - | - |
Chemotherapy | |||||||
No | 6/14 | - | - | - | - | - | - |
Yes | 37/108 | 0.92 | 0.39 - 2.20 | 0.856 | - | - | - |
Radiotherapy | |||||||
No | 5/13 | - | - | - | - | - | - |
Yes | 38/110 | 1.09 | 0.43 - 2.80 | 0.854 | - | - | - |
Characteristics | Events/N | Univariate analyses | Multivariate analyses | ||||
---|---|---|---|---|---|---|---|
HR | 95%CI | p | HR | 95%CI | p | ||
Age | |||||||
<= 60 years | 8/52 | - | - | - | - | - | - |
> 60 years | 18/71 | 1.6 | 0.69 - 3.68 | 0.271 | - | - | - |
Sex | |||||||
Female | 2/17 | - | - | - | - | - | - |
Male | 24/106 | 2.07 | 0.49 - 8.75 | 0.324 | - | - | - |
Tumor size | |||||||
<= 3 cm | 13/53 | - | - | - | - | - | - |
>3 cm | 10/35 | 1.11 | 0.48 - 2.52 | 0.812 | - | - | - |
Smoking | - | - | - | ||||
No | 3/38 | - | - | - | - | - | - |
Yes | 23/85 | 3.72 | 1.12 - 12.40 | 0.032 | - | - | - |
Alcohol drinking | |||||||
No | 4/43 | - | - | - | - | - | - |
Yes | 22/80 | 3.31 | 1.14 - 9.61 | 0.028 | 3.37 | 1.06-10.74 | 0.04 |
Differentiation degree | |||||||
Well-differentiated | 8/54 | - | - | - | - | - | - |
Moderately differentiated | 10/40 | 1.61 | 0.63 - 4.08 | 0.319 | - | - | - |
Poorly differentiated | 8/29 | 1.95 | 0.73 - 5.19 | 0.182 | - | - | - |
Perineural invasion | |||||||
No | 10/47 | - | - | - | - | - | - |
Yes | 11/37 | 1.56 | 0.66 - 3.67 | 0.312 | - | - | - |
Vascular invasion | |||||||
No | 11/52 | - | - | - | - | - | - |
Yes | 10/35 | 1.4 | 0.59 - 3.29 | 0.444 | - | - | - |
Pre-operation FR+CTC (FU/3ml) | |||||||
< 14.79 | 16/97 | - | - | - | - | - | - |
>= 14.79 | 10/26 | 2.71 | 1.23 - 5.99 | 0.013 | 4.43 | 1.72-11.4 | 0.002 |
Post-operation FR+CTC (FU/3ml) | |||||||
< 17.42 | 5/44 | - | - | - | - | - | - |
>= 17.42 | 1/6 | 2.05 | 0.23 - 18.50 | 0.521 | - | - | - |
T | |||||||
0 | 3/18 | - | - | - | |||
is | 0/2 | 0 | 0 - Inf | 0.997 | |||
1 | 6/20 | 1.61 | 0.40 - 6.44 | 0.503 | - | - | - |
2 | 1/16 | 0.38 | 0.04 - 3.67 | 0.405 | - | - | - |
3 | 15/57 | 1.69 | 0.49 - 5.84 | 0.408 | - | - | - |
4 | 1/2 | 5.26 | 0.54 - 51.01 | 0.152 | - | - | - |
N | |||||||
0 | 11/49 | - | - | - | - | - | - |
1 | 11/44 | 1.17 | 0.51 - 2.70 | 0.713 | - | - | - |
2 | 2/19 | 0.48 | 0.11 - 2.19 | 0.347 | - | - | - |
3 | 2/3 | 4.05 | 0.89 - 18.50 | 0.071 | - | - | - |
TNM stage | |||||||
I | 3/26 | - | - | - | - | - | - |
II | 10/32 | 3.15 | 0.87 - 11.46 | 0.082 | 8.13 | 0.98-67.37 | 0.052 |
III | 10/52 | 1.97 | 0.54 - 7.17 | 0.302 | 5.88 | 0.74-46.75 | 0.094 |
IV | 3/5 | 9.11 | 1.81 - 45.75 | 0.007 | 40.09 | 3.37-477.23 | 0.003 |
Albumin (g/L) | |||||||
>= 35 | 17/98 | - | - | - | - | - | - |
< 35 | 9/25 | 2.43 | 1.08 - 5.47 | 0.032 | - | - | - |
Pre-albumin (mg/L) | |||||||
>= 280 | 4/17 | - | - | - | - | - | - |
< 280 | 22/105 | 0.93 | 0.32 - 2.69 | 0.887 | - | - | - |
CRP(mg/L) | |||||||
<= 8.2 | 10/65 | - | - | - | - | - | - |
> 8.2 | 12/38 | 2.54 | 1.09 - 5.88 | 0.030 | 2.21 | 0.89-5.47 | 0.088 |
Ferritin (ng/mL) | |||||||
<= 200 | 10/60 | - | - | - | - | - | - |
> 200 | 5/23 | 1.23 | 0.42 - 3.62 | 0.702 | - | - | - |
Surgery | |||||||
No | 1/7 | - | - | - | - | - | - |
Yes | 25/116 | 1.59 | 0.22 - 11.74 | 0.649 | - | - | - |
Chemotherapy | |||||||
No | 6/14 | - | - | - | - | - | - |
Yes | 20/108 | 0.49 | 0.20 - 1.23 | 0.129 | - | - | - |
Radiotherapy | |||||||
No | 5/13 | - | - | - | - | - | - |
Yes | 21/110 | 0.57 | 0.21 - 1.52 | 0.259 | - | - | - |