Retrospective Cohort Study Open Access
Copyright ©The Author(s) 2020. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Clin Cases. Jan 6, 2021; 9(1): 24-35
Published online Jan 6, 2021. doi: 10.12998/wjcc.v9.i1.24
Log odds of positive lymph nodes is a better prognostic factor for oesophageal signet ring cell carcinoma than N stage
Feng Wang, Shu-Geng Gao, Qi Xue, Feng-Wei Tan, Yu-Shun Gao, You-Sheng Mao, Da-Li Wang, Jun Zhao, Yin Li, Xiang-Yang Yu, Hong Cheng, Chen-Guang Zhao, Ju-Wei Mu, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
ORCID number: Feng Wang (0000-0002-3391-0241); Shu-Geng Gao (0000-0003-0947-4926); Qi Xue (0000-0002-5086-4654); Feng-Wei Tan (0000-0002-8210-684X); Yu-Shun Gao (0000-0002-1997-3115); You-Sheng Mao (0000-0002-4640-7389); Da-Li Wang (0000-0002-5096-2895); Jun Zhao (0000-0002-9580-5439); Yin Li (0000-0003-0033-808X); Xiang-Yang Yu (0000-0002-2372-8905); Hong Cheng (0000-0002-5286-5466); Chen-Guang Zhao (0000-0003-3205-9384); Ju-Wei Mu (0000-0002-9917-2325).
Author contributions: Wang F drafted the manuscript, got data from the SEER database, and assisted with data analysis; Gao SG participated in design and oversight of the study; Xue Q and Tan FW participated in design of the study and were involved in data collection; Gao YS, Mao YS, Wang DL, Zhao J, and Li Y participated in study design; Yu XT, Cheng H, and Zhao CG were involved in data collection and statistical analysis; all authors read and approved the final manuscript.
Supported by the Capital Health Development Research Project, No. 2014-1-4021.
Institutional review board statement: The study was reviewed and approved for publication by National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Institutional Review Board.
Informed consent statement: As the study cohort is based on a publicly available database without identifying patient information, informed consent was not needed. Informed consent was provided by all cases in the validation cohort.
Conflict-of-interest statement: All the authors have no conflict of interest related to the article.
Data sharing statement: No additional data are available.
Open-Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (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/
Corresponding author: Ju-Wei Mu, MD, Doctor, Professor, Surgeon, Surgical Oncologist, Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, No. 17 Panjiayuan Nanli, Chaoyang District, Beijing 100021, China. mujuwei@cicams.ac.cn
Received: June 27, 2020
Peer-review started: June 27, 2020
First decision: September 30, 2020
Revised: October 9, 2020
Accepted: November 2, 2020
Article in press: November 2, 2020
Published online: January 6, 2021
Processing time: 188 Days and 9.3 Hours

Abstract
BACKGROUND

Signet ring cell carcinoma is a rare type of oesophageal cancer, and we hypothesized that log odds of positive lymph nodes (LODDS) is a better prognostic factor for oesophageal signet ring cell carcinoma.

AIM

To explore a novel prognostic factor for oesophageal signet ring cell carcinoma by comparing two lymph node-related prognostic factors, log odds of positive LODDS and N stage.

METHODS

A total of 259 cases of oesophageal signet ring cell carcinoma after oesopha-gectomy were obtained from the Surveillance, Epidemiology, and End Results database between 2006 and 2016. The prognostic value of LODDS and N stage for oesophageal signet ring cell carcinoma was evaluated by univariate and multivariate analyses. The Akaike information criterion and Harrell’s C-index were used to assess the value of two prediction models based on lymph nodes. External validation was performed to further confirm the conclusion.

RESULTS

The 5-year cancer-specific survival (CSS) and 5-year overall survival (OS) rates of all the cases were 41.3% and 27.0%, respectively. The Kaplan-Meier method showed that LODDS had a higher score of log rank chi-squared (OS: 46.162, CSS: 41.178) than N stage (OS: 36.215, CSS: 31.583). Univariate analyses showed that insurance, race, T stage, M stage, TNM stage, radiation therapy, N stage, and LODDS were potential prognostic factors for OS (P < 0.1). The multivariate Cox regression model showed that LODDS was an significant independent prognostic factor for oesophageal signet ring carcinoma patients after surgical resection (P < 0.05), while N stage was not considered to be a significant prognostic factor (P = 0.122). Model 2 (LODDS) had a higher degree of discrimination and fit than Model 1 (N stage) (LODDS vs N stage, Harell’s C-index 0.673 vs 0.656, P < 0.001; Akaike information criterion 1688.824 vs 1697.519, P < 0.001). The results of external validation were consistent with those in the study cohort.

CONCLUSION

LODDS is a superior prognostic factor to N stage for patients with oesophageal signet ring cell carcinoma after oesophagectomy.

Key Words: Oesophageal neoplasms; Signet ring cell; Lymph nodes; Prognosis; Log odds of positive lymph nodes; TNM stage

Core Tip: This study showed that log odds of positive lymph nodes (LODDS) was an independent prognostic factor for oesophageal signet ring carcinoma patients after surgical resection, while N stage was not considered to be a significant prognostic factor. Prognosis model based on LODDS had a higher degree of discrimination and fit than the model based on N stage. In conclusion, LODDS is a superior prognostic factor to N stage for patients with signet ring cell carcinoma after oesophagectomy.



INTRODUCTION

Signet ring cell (SRC) carcinoma is a rare subtype of adenocarcinomas. The first article describing SRC carcinoma in the oesophagus was published in 1978[1]. According to relevant literature reports, approximately 3.5%–5.0% of oesophageal carcinomas are SRC carcinoma[2-4]. SRC is characterized by the appearance of a large vacuole containing mucin, which squeezes the nucleus to the periphery of the cancer cell, making the shape of cell look like a signet ring[5,6]. Based on the World Health Organization classification system, the definition of SRC carcinoma is an adenocarcinoma in which isolated or groups of signet ring cells can be observed in more than 50% of the tumour stroma[7]. SRCs are currently found in colorectal cancer, prostate cancer, bladder cancer, breast cancer, gastric cancer, and other adenocarcinomas. Several studies have shown that as a highly malignant tumour, SRC carcinoma had a worse prognosis[2-8]. Because SRC carcinoma is more common in gastric cancer, more research on SRC carcinoma focuses on gastric cancer. Currently, there are few studies on SRC carcinoma of the oesophagus.

Currently, according to the 8th edition of American Joint Committee on Cancer (AJCC) TNM staging system, N stage based on the number of metastatic lymph nodes is still the most commonly used prognostic indicator for oesophageal cancer[9]. However, incomplete lymph node dissection may result in an inaccurate number of positive lymph nodes, which is less than the actual number. This phenomenon is known as stage migration[10,11].

Recently, positive lymph node ratio (LNR), defined as the ratio of metastatic lymph nodes to total dissected lymph nodes, has shown a better correlation with prognosis than N stage, especially when the lymph node dissection during surgery is inadequate. However, some different conclusions suggest that LNR is not superior in predicting prognosis[12,13]. In particular, when no metastatic lymph nodes were dissected, evaluation methods based on LNR could not accurately distinguish the heterogeneity.

Log odds of positive lymph nodes (LODDS) is a novel prognostic factor associated with lymph nodes. LODDS is calculated as the natural logarithm of the ratio of positive to negative lymph nodes[14]. In several studies, LODDS has already been confirmed to be a better prognostic factor for bladder cancer, pancreatic cancer, rectal cancer, lung cancer, and oesophageal cancer[15-20]. However, the predictive value of LODDS in oesophageal SRC carcinoma has not been studied.

In this study, by comparing the value of LODDS and traditional N stage as prognostic factors for oesophageal SRC carcinoma, we expected to propose a better lymph node staging indicator for oesophageal SRC carcinoma to improve the current lymph node staging scheme.

MATERIALS AND METHODS
Patient selection

All the cases in the study cohort were from the Surveillance, Epidemiology, and End Results (SEER) database (SEER 18 registries database with the additional treatment field, released in April 2019, www.seer.cancer.gov), which includes approximately 30% of the United States population. SEER*Stat 8.3.6 software was installed to extract the information of patients with oesophageal SRC carcinoma diagnosed between 2006 and 2016 by surgical resection (Site recode is oesophagus, Histology code is 8490/3 signet ring cell carcinoma; Year of diagnosis is 2006-2016; Surgery Primary Site codes is 30, 40, 50-55, 80, 90). The exclusion criteria were: (1) Cases with unknown TNM stage; and (2) Cases without accurate lymph node dissection information. Ultimately, 259 cases were enrolled in our study cohort (Figure 1).

Figure 1
Figure 1 Study flow diagram of selection process. ICD-O-3: The third edition of the International Classification Disease for Oncology; WHO: World Health Organization.

To validate the result of the study cohort, a total of 138 oesophageal SRC carcinoma patients were selected as a validation cohort from the Department of Thoracic Surgery of Cancer Hospital, Chinese Academy of Medical Sciences from 2005 to 2019. All the included patients had definite TNM stage, accurate lymph node dissection information, and follow-up information.

Outcomes

A total of 17 variables were obtained from the SEER (18 registries custom database with additional treatment fields) database: Age, insurance, marital status, sex, race, pathology grade, T stage, N stage, M stage, AJCC TNM stage, radiation sequence with surgery, chemotherapy, the number of total lymph nodes dissected, the number of positive lymph nodes, cause of death, survival time, and vital status. Patient deaths from all causes were regarded as uncensored cases for the overall survival (OS) analysis, while the cancer-specific survival (CSS) analysis only involved deaths caused by oesophageal SRC cancer.

All cases were restaged to the latest TNM staging system according to the AJCC Cancer Staging Manual (8th edition)[9]. Age as a continuous variable was divided into three groups (≤ 60 years, 61-70 years, and > 70 years). The variable of marital status was classified into three category variables: Married, single (divorced, separated, unmarried or domestic partner, never married, widowed), and unknown. The variable insurance was divided into three groups: Insured (any Medicaid, insured, or insured/no specifics), uninsured, and unknown. LODDS was calculated as loge [(PLN + 0.5)/( NLN + 0.5)][21], where PLN is the number of positive lymph nodes, and NLN is the number of negative lymph nodes. The numerator and denominator were increased by 0.5 to avoid singularity.

Statistical analysis

X-Tile software version 3.6.1 (Yale University, United States) was used to establish the optimal cut-off values for OS analysis of LODDS in the study cohort. The LODDS was converted to three categorical variables: LODDS1 (4.55 ≤ LODDS ≤ 1.90), LODDS2 (1.89 ≤ LODDS ≤ 0.15), and LODDS3 (0.16 ≤ LODDS ≤ 4.27). OS and CSS were estimated by the Kaplan-Meier method. Univariate and multivariate analyses were performed using a Cox proportional hazard regression model. Variables with statistical significance (P < 0.1) in univariate analysis were included in the multivariate analysis. The Akaike information criterion (AIC) and Harrell’s C-index were used to estimate the discriminative power of the Cox multivariate regression model (lower AIC indicates better model fit, and higher Harrell’s C-index indicates better degree of discrimination). All the statistical analyses were performed using SPSS version 25.0 (IBM, United States) and R software version 4.0.0 (R Foundation, Vienna, Austria). The statistical significance level was set at a P value less than 0.05.

RESULTS
Baseline characteristics

The baseline characteristics of the study cohort are shown in Table 1. A total of 259 oesophageal SRC patients with surgical resection were retained. Most of them were male (89.2%), married (77.2%), insured (83.8%), and non-Hispanic white (86.1%). The age of the majority of cases were 61-70 years (43.2%). Due to the high degree of malignancy and rapid progression of SRC, more patients were pathologically graded as grade III-IV (82.6%), and more patients had stage III disease (50.2%) according to the TNM stage system (as stage IV patients were rarely treated by surgery, without accurate lymph node information, they were excluded from the cohort). The mean follow-up time of this study cohort was 30 mo (range, 1-127 mo). Calculated by Kaplan-Meier method, the 5-year OS and 5-year CSS rates were 27.0% and 41.3%, as shown in Figure 2.

Figure 2
Figure 2 Calculated by the Kaplan-Meier method, the 5-year overall survival and 5-year cancer-specific survival rates were 27.0% and 41.3%, respectively . Kaplan-Meier survival curves of overall survival (A) and cancer-specific survival (B) for esophageal signet ring carcinoma patients after surgical resection.
Table 1 Clinical and pathological characteristics of patients and results of univariate analysis for overall survival.
Variable
No. of patients (%)
HR
95%CI
P value
Sex0.488
Female28 (10.8)Reference
Male231 (89.2)1.199 0.717-2.0060.488
Age, yr0.776
≤ 6088 (34.0)Reference
61-70112 (43.2)0.942 0.671-1.3220.728
≥ 7159 (22.8)1.082 0.729-1.6060.695
Marital status0.152
Married187 (72.2)Reference
Single57 (22.0)1.400 0.996-1.9680.053
Unknown15 (5.8)1.151 0.584-2.2660.685
Insurance0.005
Insured217 (83.8)Reference
Uninsured4 (1.5)5.272 1.904-14.5990.001
Unknown38 (14.7)0.918 0.608-1.3580.683
Race0.087
Hispanic (all races)19 (7.3)Reference
Non-Hispanic American Indian/Alaska Native2 (0.8)0.358 0.046-2.7620.324
Non-Hispanic Asian or Pacific Islander5 (1.9)1.229 0.395-3.8180.722
Non-Hispanic Black10 (3.9)2.293 0.987-5.3260.054
Non-Hispanic White223 (86.1)0.962 0.534-1.7340.898
Grade0.136
I + II12 (4.6)Reference
III + IV214 (82.6)0.978 0.499-1.9180.949
Unknown33 (12.7)0.595 0.267-1.3260.204
TNM stage0.000
I34 (13.1)Reference
II59 (22.8)1.919 1.031-3.5730.040
III130 (50.2)2.931 1.662-5.1680.000
IV36 (13.9)4.936 2.610-9.3340.000
T stage0.048
T151 (19.7)Reference
T230 (11.6)1.757 0.992-3.1120.053
T3164 (63.3)1.705 1.120-2.5960.013
T414 (5.4)2.334 1.121-4.8610.024
N stage0.000
N086 (33.2)Reference
N1100 (38.6)1.841 1.263-2.6820.001
N247 (18.1)2.666 1.697-4.1890.000
N326 (10)3.836 2.316-6.3530.000
M stage0.058
M0246 (95)Reference
M113 (5.0)1.809 0.981-3.3370.058
LODDS0.000
LODDS1 (4.55 ≤ LODDS ≤ 1.90)134 (51.7)Reference
LODDS2 (1.89 ≤ LODDS ≤ 0.15)99 (38.2)1.864 1.353-2.5690.000
LODDS3 (0.16 ≤ LODDS ≤ 4.27)26 (10)4.204 2.656-6.6550.000
Radiation therapy0.085
No radiation and/or cancer-directed surgery67 (25.9)Reference
Radiation prior to surgery162 (62.5)1.010 0.710-1.4350.958
Radiation after surgery25 (9.7)1.779 1.061-2.9830.029
Radiation before and after surgery5 (1.9)1.672 0.516-5.4210.392
Chemotherapy0.719
No or unknown49 (18.9)Reference
Yes210 (81.1)1.073 0.730-1.5780.719
Comparison of survival outcomes for LODDS and N stage

In the study cohort, the Kaplan-Meier survival curves drawn with the N stage and LODDS categories as univariates are shown in Figure 3. The analysis showed that OS and CSS decreased with the increasing N stage (log rank chi-squared score: OS: 36.215, P < 0.001, CSS: 31.583, P < 0.001; Figure 3 A and B). For LODDS, we observed that the LODDS category increased with decreasing OS and CSS (log rank chi-squared score: OS: 46.162, P < 0.001, CSS: 41.178, P < 0.001; Figure 3 C and D). The log rank chi-squared score of LODDS category was higher (OS: 46.162, CSS: 41.178) than that of N stage (OS: 36.215, CSS: 31.583).

Figure 3
Figure 3 Kaplan-Meier survival curves drawn with N stage and log odds of positive lymph nodes categories as univariates. Kaplan-Meier survival curves of overall survival stratified by N stage (A) and log odds of positive lymph nodes category (C) and cancer-specific survival stratified by N stage (B) and log odds of positive lymph nodes category (D) for esophageal signet ring carcinoma patients after surgical resection. LODDS: Log odds of positive lymph nodes.
Comparison of prognostic performance of N stage and LODDS models

The results of Cox regression univariate analysis for each variable in the study cohort are shown in Table 1. Univariate analyses showed that insurance, race, radiation therapy, T stage, N stage, M stage, TNM stage, and LODDS were potential prognostic factors for OS (P < 0.1). Afterwards, Cox multivariate analyses were conducted to estimate N stage (Model 1) and LODDS (Model 2). As shown in Table 2, LODDS in Model 2 was an independent prognostic factor for oesophageal SRC carcinoma patients after surgical resection (P < 0.05). Conversely, the P value of N stage in Model 1 was 0.122; thus, N stage was not a statistically significant prognostic factor in Model 1.

Table 2 Multivariable analysis of overall survival with different classifications of lymph nodes.
VariableModel 1 (N stage)
Model 2 (LODDS)
HR (95%CI)
P value
HR (95%CI)
P value
Insurance0.008 0.100
InsuredReferenceReference
Uninsured5.170 (1.817-14.711)0.002 3.045 (1.031-8.992)0.044
Unknown0.921 (0.602-1.409)0.705 0.871 (0.570-1.331)0.525
Race0.169 0.189
Hispanic (all races)ReferenceReference
Non-Hispanic American Indian/Alaska Native0.537 (0.067-4.315)0.559 0.441 (0.054-3.577)0.443
Non-Hispanic Asian or Pacific Islander2.286 (0.699-7.476)0.171 2.972 (0.896-9.864)0.075
Non-Hispanic Black2.554 (1.062-6.144)0.036 2.255 (0.900-5.649)0.083
Non-Hispanic White1.334 (0.705-2.521)0.376 1.486 (0.786-2.811)0.223
TNM stage0.486 0.030
IReferenceReference
II1.776 (0.739-4.272)0.199 2.549 (1.141-5.695)0.023
III1.527 (0.399-5.852)0.537 3.466 (1.518-7.917)0.003
IV1.270 (0.173-9.334)0.814 3.479 (1.197-10.112)0.022
T stage0.460 0.402
T1ReferenceReference
T21.472 (0.644-3.362)0.359 1.013 (0.493-2.085)0.971
T31.063 (0.494-2.291)0.875 0.699 (0.370-1.321)0.270
T41.580 (0.521-4.797)0.419 0.900 (0.372-2.178)0.815
N stage0.122
N0Reference
N11.759 (0.810-3.817)0.153
N22.415 (1.029-5.665)0.043
N34.572 (1.044-20.021)0.044
M stage0.304 0.523
M0ReferenceReference
M12.027 (0.527-7.799)0.304 1.354 (0.534-3.433)0.523
LODDS0.001
4.55 ≤ LODDS ≤ 1.90Reference
1.89 ≤ LODDS ≤ 0.151.742 (1.223-2.483)0.002
0.16 ≤ LODDS ≤ 4.273.390 (1.620-7.093)0.001
Radiation therapy0.305 0.389
No radiation and/or cancer-directed surgeryReferenceReference
Radiation prior to surgery0.756 (0.503-1.134)0.176 0.771 (0.515-1.153)0.205
Radiation after surgery1.037 (0.571-1.883)0.906 0.998 (0.557-1.787)0.994
Radiation before and after surgery1.540 (0.455-5.218)0.488 1.491 (0.444-5.008)0.518

As shown in the Table 3, Model 2 (LODDS) showed better goodness of fit and discriminatory power than Model 1 (N stage) for all patients (LODDS vs N stage, AIC 1688.824 vs 1697.519, P < 0.001, Harell’s C-index 0.673 vs 0.656, P < 0.001).

Table 3 Prognostic performance of different lymph node staging systems for overall survival.
Model
C-Index
P value
AIC
P value
Model 1 (N stage)0.656 < 0.0011697.519 < 0.001
Model 2 (LODDS)0.673 < 0.0011688.824 < 0.001
Validation of superiority of LODDS over N stage

Variables in the validation cohort included sex, age, marital status, grade, T stage, N stage, M stage, total number of lymph nodes dissected, number of positive lymph nodes, chemotherapy, survival time, and survival status. LODDS, age, grade, and marital status grouping criteria were consistent with previous criteria. In the validation cohort, the Kaplan-Meier curves of overall survival with the N stage and LODDS categories are shown in Figure 4. It can be seen that OS decreased with the increasing N stage and LODDS. The log rank chi-squared score of LODDS category was higher (29.593 vs 22.830). Cox proportional hazards model was applied to perform univariate analysis of each variable. The result showed that only N and LODDS had P values less than 0.1. The AIC and Harell’s C-index of the two univariate models are shown in Table 4. LODDS showed better goodness of fit and discriminatory power than N stage in the validation cohort (LODDS vs N stage, AIC 766.830 vs 770.094 Harell's C-index 0.654 vs 0.648).

Figure 4
Figure 4 Kaplan-Meier survival curves of overall survival curves with N stage and log odds of positive lymph nodes categories as univariates in the validation cohort. Kaplan-Meier survival curves of overall survival stratified by log odds of positive lymph nodes category (A) and N stage (B) in the validation cohort. LODDS: Log odds of positive lymph nodes.
Table 4 Prognostic performance of log odds of positive lymph nodes and N stage for overall survival in validation cohort.
Variable
C-Index
P value
AIC
P value
N stage0.648 0.030 770.094 < 0.001
LODDS0.654 0.029 766.830 < 0.001
DISCUSSION

In this study, prognostic analyses of oesophageal SRC carcinoma patients after surgery in the SEER database were performed. We found that LODDS was a better predictor than the current N stage system for prognosis in patients with SRC carcinoma of the oesophagus. Validation in the external data yielded the same result.

Oesophageal SRC carcinoma has a poor prognosis. Many studies have shown that in adenocarcinomas, the presence of SRC indicates poorer clinical outcomes[22-27]. In this study, more patients with SRC carcinoma had pathological grade III-IV disease, and the TNM stage was III-IV. This finding suggests that, like other SRC cancers, oesophageal SRC carcinoma also has a high degree of malignancy, which is consistent with the conclusions of most previous SRC studies in the other types of cancer.

LODDS is a better lymph node-related prognostic indicator than N stage. As a traditional staging system related to lymph nodes, N stage is the most commonly used method to predict the prognosis of cancer patients based on the number of metastatic lymph nodes. However, it also has limitations, such as the stage migration phenomenon, which occurs when no enough lymph nodes are properly dissected[11]. As a novel assessment method based on lymph nodes, LODDS takes into account both the number of metastatic lymph nodes and the total number of harvested lymph node. At the same time, for patients without positive lymph nodes but with different total numbers of lymph nodes dissected, LODDS has a certain degree of differentiation for them, which is also theoretically better than N stage. In many studies, LODDS has been shown to be advantageous as a novel prognostic factor in many other types of cancer[14-16,18,28-30]. Few studies have found this to be controversial[31]. However, whether LODDS is also a better prognostic indicator for oesophageal SRC carcinoma has not been studied. In our research, after we performed Kaplan-Meier survival analyses of OS and CSS stratified by N stage and LODDS, the log rank chi-squared score of LODDS was higher (OS: 46.162 vs 36.215, CSS: 41.178 vs 31.583). After multivariate Cox regression analyses of LODDS and N stages, LODDS was still an independent prognostic factor, while N stage was not (Table 2). We also noted that the multivariate prediction model constructed based on LODDS has better goodness of fit and discriminatory power than the model constructed based on N stage, as shown in Table 3. In the subsequent external validation, we reached the same conclusion that LODDS is a better prognostic factor than N stage. Consequently, we conclude that LODDS may be a better prognostic factor than N stage in patients with oesophageal SRC carcinoma after surgical resection. Our study confirmed the predictive value of LODDS for the prognosis of oesophageal SRC carcinoma.

This study is designed to compare the predictive value of LODDS with N stage in the prediction of OS for patients with oesophageal SCR carcinoma after surgery. The study also has its limitations. First, as a retrospective study, selection bias is inevitable. Second, in the SEER database, the scheme of radiotherapy programs, chemotherapy regimens, detailed surgical approach, comorbidities, and other meaningful information on prognosis are not given. These will have a certain impact on the research conclusion. Third, due to the low incidence of the disease, the number of cases that can be included in the analysis is small and it is expected that in the future, prospective multi-centre, large-sample studies will further confirm the conclusion. In the future, there will be more studies on oesophageal SRC cancer, and the treatment and diagnosis of this cancer will be continuously improved.

CONCLUSION

For patients with oesophageal SRC carcinoma who underwent surgery, LODDS has superior prognostic efficacy over the N stage for estimating OS. Therefore, LODDS could be a superior prognostic factor for patients with SRC carcinoma after oesophagectomy compared with N stage.

ARTICLE HIGHLIGHTS
Research background

Oesophageal signet ring cell carcinoma is a rare type of cancer, and log odds of positive lymph nodes (LODDS) may be a better prognostic factor for it.

Research motivation

To investigate the predictive value of LODDS for signet ring cell carcinoma of the oesophagus.

Research objectives

To explore whether LODDS is a better prognostic factor than N stage for oesophageal signet ring cell carcinoma.

Research methods

The prognostic values of LODDS and N stage for oesophageal signet ring cell carcinoma were evaluated by univariate and multivariate analyses. The Akaike information criterion and Harrell’s C-index were used to compare the predictive value of the model. External validation was performed to further confirm the conclusion.

Research results

The multivariate Cox regression model showed that LODDS was a significant independent prognostic factor for oesophageal signet ring carcinoma patients. LODDS has better predictive value than N stage. The results of external validation were consistent with those in the study cohort.

Research conclusions

LODDS is a superior prognostic factor for patients with oesophageal signet ring cell carcinoma after oesophagectomy than N stage.

Research perspectives

In the future, it is expected that there will be more studies on oesophageal signet ring cell cancer, and the treatment and diagnosis of this cancer will be continuously improved.

ACKNOWLEDGEMENTS

The authors acknowledge the tremendous effort made by the Surveillance, Epidemiology, and End Results (SEER) database program to create the SEER database.

Footnotes

Manuscript source: Unsolicited manuscript

Corresponding Author's Membership in Professional Societies: Chinese Medical Doctor Association, No. 4674.

Specialty type: Medicine, research and experimental

Country/Territory of origin: China

Peer-review report’s scientific quality classification

Grade A (Excellent): 0

Grade B (Very good): B

Grade C (Good): 0

Grade D (Fair): 0

Grade E (Poor): 0

P-Reviewer: Teramoto-Matsubara OT S-Editor: Zhang H L-Editor: Wang TQ P-Editor: Wang LYT

References
1.  Berenson MM, Riddell RH, Skinner DB, Freston JW. Malignant transformation of esophageal columnar epithelium. Cancer. 1978;41:554-561.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 1]  [Reference Citation Analysis (0)]
2.  Enlow JM, Denlinger CE, Stroud MR, Ralston JS, Reed CE. Adenocarcinoma of the esophagus with signet ring cell features portends a poor prognosis. Ann Thorac Surg. 2013;96:1927-1932.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 19]  [Cited by in F6Publishing: 26]  [Article Influence: 2.4]  [Reference Citation Analysis (0)]
3.  Yendamuri S, Huang M, Malhotra U, Warren GW, Bogner PN, Nwogu CE, Groman A, Demmy TL. Prognostic implications of signet ring cell histology in esophageal adenocarcinoma. Cancer. 2013;119:3156-3161.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 18]  [Cited by in F6Publishing: 22]  [Article Influence: 2.0]  [Reference Citation Analysis (0)]
4.  Nafteux PR, Lerut TE, Villeneuve PJ, Dhaenens JM, De Hertogh G, Moons J, Coosemans WJ, Van Veer HG, De Leyn PR. Signet ring cells in esophageal and gastroesophageal junction carcinomas have a more aggressive biological behavior. Ann Surg. 2014;260:1023-1029.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 35]  [Cited by in F6Publishing: 45]  [Article Influence: 5.0]  [Reference Citation Analysis (0)]
5.  Sheibani K, Battifora H. Signet-ring cell melanoma. A rare morphologic variant of malignant melanoma. Am J Surg Pathol. 1988;12:28-34.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 97]  [Cited by in F6Publishing: 83]  [Article Influence: 2.3]  [Reference Citation Analysis (0)]
6.  Guerrero-Medrano J, Delgado R, Albores-Saavedra J. Signet-ring sinus histiocytosis: a reactive disorder that mimics metastatic adenocarcinoma. Cancer. 1997;80:277-285.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 1]  [Reference Citation Analysis (0)]
7.  Jass JR, Sobin LH, Watanabe H. The World Health Organization's histologic classification of gastrointestinal tumors. A commentary on the second edition. Cancer. 1990;66:2162-2167.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in F6Publishing: 4]  [Reference Citation Analysis (0)]
8.  Humar B, Blair V, Charlton A, More H, Martin I, Guilford P. E-cadherin deficiency initiates gastric signet-ring cell carcinoma in mice and man. Cancer Res. 2009;69:2050-2056.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 114]  [Cited by in F6Publishing: 128]  [Article Influence: 8.5]  [Reference Citation Analysis (0)]
9.  Rice TW, Ishwaran H, Ferguson MK, Blackstone EH, Goldstraw P. Cancer of the Esophagus and Esophagogastric Junction: An Eighth Edition Staging Primer. J Thorac Oncol. 2017;12:36-42.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 230]  [Cited by in F6Publishing: 425]  [Article Influence: 53.1]  [Reference Citation Analysis (0)]
10.  Twine CP, Lewis WG, Morgan MA, Chan D, Clark GW, Havard T, Crosby TD, Roberts SA, Williams GT. The assessment of prognosis of surgically resected oesophageal cancer is dependent on the number of lymph nodes examined pathologically. Histopathology. 2009;55:46-52.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 28]  [Cited by in F6Publishing: 33]  [Article Influence: 2.2]  [Reference Citation Analysis (0)]
11.  Kong SH, Lee HJ, Ahn HS, Kim JW, Kim WH, Lee KU, Yang HK. Stage migration effect on survival in gastric cancer surgery with extended lymphadenectomy: the reappraisal of positive lymph node ratio as a proper N-staging. Ann Surg. 2012;255:50-58.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 104]  [Cited by in F6Publishing: 124]  [Article Influence: 10.3]  [Reference Citation Analysis (0)]
12.  Mariette C, Piessen G, Briez N, Triboulet JP. The number of metastatic lymph nodes and the ratio between metastatic and examined lymph nodes are independent prognostic factors in esophageal cancer regardless of neoadjuvant chemoradiation or lymphadenectomy extent. Ann Surg. 2008;247:365-371.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 289]  [Cited by in F6Publishing: 315]  [Article Influence: 19.7]  [Reference Citation Analysis (0)]
13.  Tan Z, Ma G, Yang H, Zhang L, Rong T, Lin P. Can lymph node ratio replace pn categories in the tumor-node-metastasis classification system for esophageal cancer? J Thorac Oncol. 2014; 9:1214-1221.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 49]  [Cited by in F6Publishing: 61]  [Article Influence: 6.8]  [Reference Citation Analysis (0)]
14.  Chen LJ, Chung KP, Chang YJ, Chang YJ. Ratio and log odds of positive lymph nodes in breast cancer patients with mastectomy. Surg Oncol. 2015;24:239-247.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 39]  [Cited by in F6Publishing: 40]  [Article Influence: 4.4]  [Reference Citation Analysis (0)]
15.  Cao J, Yuan P, Ma H, Ye P, Wang Y, Yuan X, Bao F, Lv W, Hu J. Log Odds of Positive Lymph Nodes Predicts Survival in Patients After Resection for Esophageal Cancer. Ann Thorac Surg. 2016;102:424-432.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 23]  [Cited by in F6Publishing: 23]  [Article Influence: 2.9]  [Reference Citation Analysis (0)]
16.  Huang B, Ni M, Chen C, Cai G, Cai S. LODDS is superior to lymph node ratio for the prognosis of node-positive rectal cancer patients treated with preoperative radiotherapy. Tumori. 2017;103:87-92.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 10]  [Cited by in F6Publishing: 13]  [Article Influence: 1.6]  [Reference Citation Analysis (0)]
17.  Xu J, Cao J, Wang L, Wang Z, Wang Y, Wu Y, Lv W, Hu J. Prognostic performance of three lymph node staging schemes for patients with Siewert type II adenocarcinoma of esophagogastric junction. Sci Rep. 2017;7:10123.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 15]  [Cited by in F6Publishing: 12]  [Article Influence: 1.7]  [Reference Citation Analysis (0)]
18.  Deng W, Xu T, Wang Y, Xu Y, Yang P, Gomez D, Liao Z. Log odds of positive lymph nodes may predict survival benefit in patients with node-positive non-small cell lung cancer. Lung Cancer. 2018;122:60-66.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 24]  [Cited by in F6Publishing: 29]  [Article Influence: 4.8]  [Reference Citation Analysis (0)]
19.  Arrington AK, Price ET, Golisch K, Riall TS. Pancreatic Cancer Lymph Node Resection Revisited: A Novel Calculation of Number of Lymph Nodes Required. J Am Coll Surg. 2019;228:662-669.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 17]  [Cited by in F6Publishing: 17]  [Article Influence: 3.4]  [Reference Citation Analysis (0)]
20.  Jin S, Wang B, Zhu Y, Dai W, Xu P, Yang C, Shen Y, Ye D. Log Odds Could Better Predict Survival in Muscle-Invasive Bladder Cancer Patients Compared with pN and Lymph Node Ratio. J Cancer. 2019;10:249-256.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 11]  [Cited by in F6Publishing: 11]  [Article Influence: 2.2]  [Reference Citation Analysis (0)]
21.  Vinh-Hung V, Verschraegen C, Promish DI, Cserni G, Van de Steene J, Tai P, Vlastos G, Voordeckers M, Storme G, Royce M. Ratios of involved nodes in early breast cancer. Breast Cancer Res. 2004;6:R680-R688.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 118]  [Cited by in F6Publishing: 131]  [Article Influence: 6.6]  [Reference Citation Analysis (0)]
22.  Mizushima T, Nomura M, Fujii M, Akamatsu H, Mizuno H, Tominaga H, Hasegawa J, Nakajima K, Yasumasa K, Yoshikawa M, Nishida T. Primary colorectal signet-ring cell carcinoma: clinicopathological features and postoperative survival. Surg Today. 2010;40:234-238.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 34]  [Cited by in F6Publishing: 35]  [Article Influence: 2.5]  [Reference Citation Analysis (0)]
23.  Pernot S, Voron T, Perkins G, Lagorce-Pages C, Berger A, Taieb J. Signet-ring cell carcinoma of the stomach: Impact on prognosis and specific therapeutic challenge. World J Gastroenterol. 2015;21:11428-11438.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in CrossRef: 178]  [Cited by in F6Publishing: 207]  [Article Influence: 23.0]  [Reference Citation Analysis (3)]
24.  Chrysanthos NV, Nezi V, Zafiropoulou R, Papatheodoridis G, Manesis E. Metastatic Signet-Ring Cell Carcinoma of the Skin. Am J Gastroenterol. 2018;113:1427.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1]  [Cited by in F6Publishing: 2]  [Article Influence: 0.3]  [Reference Citation Analysis (0)]
25.  Wu SG, Chen XT, Zhang WW, Sun JY, Li FY, He ZY, Pei XQ, Lin Q. Survival in signet ring cell carcinoma varies based on primary tumor location: a Surveillance, Epidemiology, and End Results database analysis. Expert Rev Gastroenterol Hepatol. 2018;12:209-214.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 35]  [Cited by in F6Publishing: 39]  [Article Influence: 6.5]  [Reference Citation Analysis (0)]
26.  El Hussein S, Khader SN. Primary signet ring cell carcinoma of the pancreas: Cytopathology review of a rare entity. Diagn Cytopathol. 2019;47:1314-1320.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 6]  [Cited by in F6Publishing: 7]  [Article Influence: 1.4]  [Reference Citation Analysis (0)]
27.  Shojamanesh H, Melgoza F, Pan D. Esophageal Pneumatosis and Signet Ring Cell Colon Carcinoma. Am J Gastroenterol. 2019;114:1415.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 1]  [Cited by in F6Publishing: 1]  [Article Influence: 0.2]  [Reference Citation Analysis (0)]
28.  Yang M, Zhang H, Ma Z, Gong L, Chen C, Ren P, Shang X, Tang P, Jiang H, Yu Z. Log odds of positive lymph nodes is a novel prognostic indicator for advanced ESCC after surgical resection. J Thorac Dis. 2017;9:1182-1189.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 9]  [Cited by in F6Publishing: 11]  [Article Influence: 1.6]  [Reference Citation Analysis (0)]
29.  Han L, Mo S, Xiang W, Li Q, Wang R, Xu Y, Dai W, Cai G. Prognostic accuracy of different lymph node staging system in predicting overall survival in stage IV colon cancer. Int J Colorectal Dis. 2020;35:317-322.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 2]  [Cited by in F6Publishing: 2]  [Article Influence: 0.5]  [Reference Citation Analysis (0)]
30.  Jin S, Wang J, Shen Y, Gan H, Xu P, Wei Y, Wei J, Wu J, Wang B, Wang J, Yang C, Zhu Y, Ye D. Comparison of different lymph node staging schemes in prostate cancer patients with lymph node metastasis. Int Urol Nephrol. 2020;52:87-95.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 3]  [Cited by in F6Publishing: 4]  [Article Influence: 0.8]  [Reference Citation Analysis (0)]
31.  Bao X, Chen F, Qiu Y, Shi B, Lin L, He B. Log Odds of Positive Lymph Nodes is Not Superior to the Number of Positive Lymph Nodes in Predicting Overall Survival in Patients with Oral Squamous Cell Carcinomas. J Oral Maxillofac Surg. 2020;78:305-312.  [PubMed]  [DOI]  [Cited in This Article: ]  [Cited by in Crossref: 5]  [Cited by in F6Publishing: 6]  [Article Influence: 1.2]  [Reference Citation Analysis (0)]