Cao LL, Lu J, Lin JX, Zheng CH, Li P, Xie JW, Wang JB, Chen QY, Lin M, Tu RH, Huang CM. Nomogram based on tumor-associated neutrophil-to-lymphocyte ratio to predict survival of patients with gastric neuroendocrine neoplasms. World J Gastroenterol 2017; 23(47): 8376-8386 [PMID: 29307997 DOI: 10.3748/wjg.v23.i47.8376]
Corresponding Author of This Article
Dr. Chang-Ming Huang, Professor, Department of Gastric Surgery, Fujian Medical University Union Hospital, No. 29, Xinquan Road, Fuzhou 350001, Fujian Province, China. hcmlr2002@163.com
Research Domain of This Article
Gastroenterology & Hepatology
Article-Type of This Article
Retrospective Study
Open-Access Policy of This Article
This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/
World J Gastroenterol. Dec 21, 2017; 23(47): 8376-8386 Published online Dec 21, 2017. doi: 10.3748/wjg.v23.i47.8376
Table 1 Characteristics of the 142 patients with gastric neuroendocrine neoplasms with different tumor-associated neutrophil-to-lymphocyte ratios
Clinicopathological feature
TA-NLR
Univariate analysis
Multivariate analysis
≤ 0.21 (n = 71)
> 0.21 (n = 71)
P value
P value
Age (yr)
0.322
≤ 70
57
52
> 70
14
19
Gender
0.851
Male
52
51
Female
19
20
Tumor site
0.099
Upper
39
26
Middle
10
15
Lower
17
18
Mixed
5
12
Tumor size (cm)
0.593
≤ 3.5
25
22
> 3.5
46
49
Ki-67 index (%)
0.081
≤ 2
13
6
≥ 3, ≤ 20
8
16
>20
50
49
Depth of invasion
0.044
0.406
T1
14
8
T2
7
3
T3
34
29
T4
16
31
Lymph node ratio
0.043
0.355
0
25
13
> 0, ≤ 0.2
25
24
> 0.2, ≤ 0.4
15
18
> 0.4
6
16
Lymphovascular invasion
0.610
No
43
40
Yes
28
31
ASA status
0.805
1 + 2
61
62
3 + 4
10
9
Postoperative complication
0.041
0.071
No
57
46
Yes
14
25
Surgical approach
0.855
Endo/laparoscopic
49
50
Open
22
21
Table 2 Characteristics of 142 patients with gastric neuroendocrine neoplasms with different levels of tumor-associated neutrophil-to-lymphocyte ratios
Patient feature
TA-NLR
Univariate analysis
≤ 0.21(n = 71)
> 0.21(n = 71)
P value
Symptom
Abdominal pain
46
41
0.390
Dysphagia
14
12
0.665
Nausea
12
9
0.480
Vomiting
5
5
1.000
Acid-reflux
9
4
0.156
Anemia
10
13
0.495
Abdominal distention
6
8
0.575
Gastrointestinal blood loss
12
14
0.665
Weight loss
24
29
0.386
No symptoms
2
7
0.105
Medical history
Hypertension
19
15
0.432
Diabetes
7
3
0.202
Coronary heart disease
4
4
1.000
Chronic gastritis
44
38
0.796
Family history
5
6
0.754
Smoking
26
27
0.862
Drinking
6
4
0.515
Table 3 Variables associated with recurrence-free survival according to the Cox proportional hazards regression model
Variable
Univariate analysis
Multivariate analysis
Hazard ratio
95%CI
P value
Hazard ratio
95%CI
P value
Age (yr)
0.790
≤ 70
Reference
> 70
1.083
0.602-1.950
Gender
0.126
Male
Reference
Female
0.608
0.322-1.149
Tumor site
0.770
Upper
Reference
Middle
0.825
0.389-1.751
Lower
0.885
0.465-1.682
Mixed
1.348
0.588-3.091
Tumor size (cm)
0.004
0.671
≤ 3.5
Reference
Reference
> 3.5
2.740
1.385-5.421
NA
NA
Lymphovascular invasion
0.144
No
Reference
Yes
1.471
0.876-2.468
ASA status
0.190
1 + 2
Reference
3 + 4
1.551
0.804-2.993
Postoperative complication
0.029
No
Reference
Reference
0.305
Yes
1.869
1.065-3.278
NA
NA
Surgical approach
0.249
Endo/laparoscopic
Reference
Open
0.733
0.432-1.243
Depth of invasion
0.005
0.557
T1
Reference
Reference
T2
5.328
0.483-58.789
NA
NA
T3
11.722
1.587-86.603
NA
NA
T4
19.301
2.629141.682
NA
NA
Lymph node ratio
< 0.001
< 0.001
0
Reference
Reference
> 0, ≤ 0.2
5.490
1.623-18.568
3.338
0.962-11.581
> 0.2, ≤ 0.4
8.091
2.393-27.351
4.6
1.317-16.066
> 0.4
17.946
5.239-61.480
10.266
2.906-36.266
Ki-67 index (%)
0.004
< 0.001
≤ 2
Reference
Reference
≥ 3, ≤ 20
3.013
0.639-14.203
1.501
0.305-7.393
> 20
7.047
1.709-29.053
4.999
1.140-21.927
TA-NLR
< 0.001
< 0.001
≤ 0.21
Reference
Reference
> 0.21
3.366
1.890-5.992
2.974
1.630-5.426
Table 4 Variables associated with overall survival according to the Cox proportional hazards regression model
Variable
Univariate analysis
Multivariate analysis
Hazard ratio
95%CI
P value
Hazard ratio
95%CI
P value
Age (yr)
0.566
≤ 70
Reference
> 70
1.197
0.648- 2.211
Gender
0.190
Male
Reference
Female
0.640
0.329-1.247
Tumor site
0.190
Upper
Reference
Middle
0.687
0.313-1.509
Lower
0.540
0.255-1.145
Mixed
1.441
0.628-3.307
Tumor size (cm)
0.002
0.214
≤ 3.5
Reference
Reference
> 3.5
3.591
1.618-7.969
NA
NA
Lymphovascular invasion
0.214
No
Reference
Yes
1.417
0.818-2.455
ASA status
0.118
1 + 2
Reference
3 + 4
1.736
0.870-3.465
Postoperative complication
0.320
No
Reference
Yes
1.380
0.732-2.603
Surgical approach
0.276
Endo/laparoscopic
Reference
Open
0.736
0.425-1.276
Depth of invasion
0.024
0.646
T1
Reference
Reference
T2
5.524
0.501-60.954
NA
NA
T3
10.793
1.455-80.038
NA
NA
T4
15.632
2.116-115.464
NA
NA
Lymph node ratio
< 0.001
0.002
0
Reference
Reference
> 0, ≤ 0.2
4.791
1.402-16.370
2.854
0.813-10.027
> 0.2, ≤ 0.4
6.676
1.956-22.790
3.724
1.054-13.162
> 0.4
14.677
4.218-51.074
9.152
2.528-33.129
Ki-67 index (%)
0.002
< 0.001
≤ 2%
Reference
Reference
≥ 3%, ≤ 20%
2.168
0.437-10.751
1.584
0.313-8.008
> 20%
6.582
1.589-27.269
5.535
1.238-24.752
TA-NLR
< 0.001
0.003
≤ 0.21
Reference
Reference
> 0.21
2.938
1.610-5.360
2.617
1.389-4.928
Table 5 Site of recurrence after surgery
Site of recurrence
TA-NLR
≤ 0.21(n = 71)
> 0.21(n = 71)
P value
Liver
10
28
0.001
Peritoneal cavity
6
9
0.413
Lymph node
2
11
0.009
Lung
3
4
0.721
Bone
0
5
0.058
Adrenal gland
1
4
0.366
Pancreas
2
2
1.000
Locoregional recurrence
2
3
0.683
Spleen
0
2
0.496
Kidney
1
1
1.000
Brain
0
1
1.000
Number of patients with recurrence
15
38
< 0.001
Citation: Cao LL, Lu J, Lin JX, Zheng CH, Li P, Xie JW, Wang JB, Chen QY, Lin M, Tu RH, Huang CM. Nomogram based on tumor-associated neutrophil-to-lymphocyte ratio to predict survival of patients with gastric neuroendocrine neoplasms. World J Gastroenterol 2017; 23(47): 8376-8386