BPG is committed to discovery and dissemination of knowledge
Retrospective Cohort Study Open Access
Copyright: ©Author(s) 2026. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.
World J Gastrointest Oncol. Sep 15, 2026; 18(9): 121235
Published online Sep 15, 2026. doi: 10.4251/wjgo.121235
Risk factors for recurrence and metastasis of stage IIIC colorectal cancer: A two-center retrospective cohort study
Zheng Ruan, Yuan-Yuan Zeng, Chuan-Hui Lu, Jun-Wei Wu, Fan Li, Department of Colorectal Surgery, The First Affiliated Hospital of Xiamen University, Xiamen 361000, Fujian Province, China
Ling-Xin Zhu, Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xiamen University, Xiamen 361000, Fujian Province, China
Chuan-Hui Lu, Jun-Wei Wu, Fan Li, The Graduate School of Fujian Medical University, Fuzhou 350122, Fujian Province, China
Guo-Xian Guan, Department of Colorectal Surgery, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350004, Fujian Province, China
ORCID number: Zheng Ruan (0009-0005-3291-9366); Ling-Xin Zhu (0009-0007-4681-6602); Yuan-Yuan Zeng (0009-0007-7579-4916); Chuan-Hui Lu (0009-0007-8307-5903); Guo-Xian Guan (0000-0001-9883-3139); Jun-Wei Wu (0009-0000-3405-3897); Fan Li (0009-0003-7271-5830).
Co-first authors: Zheng Ruan and Ling-Xin Zhu.
Co-corresponding authors: Jun-Wei Wu and Fan Li.
Author contributions: Ruan Z drafted the initial version of the paper; Zeng YY was in charge of analyzing data as well as drawing the charts; Ruan Z and Zhu LX have made crucial and indispensable contributions towards the completion of the project and thus qualified as the co-first authors of the paper; Zeng YY, Lu CH and Guan GX reviewed and revised the paper and were in charge of collecting data; Wu JW and Li F conceptualized and designed this study and they contributed equally to this study as co-corresponding authors; and all of the authors read and approved the final version of the manuscript to be published.
AI contribution statement: No AI tools (including ChatGPT, Grammarly, DeepL, or any other AI writing/assistance tool) were used in the preparation of this manuscript. No part of the main text (Abstract, Introduction, Materials and Methods, Results, Discussion, and Conclusion) was AI-generated; all content was fully written by the authors. No AI tool was used for language polishing, translation, data analysis, writing revision, and response to reviewers. No AI tool participated in the study design or interpretation of results.
Supported by National Natural Science Foundation of China, No. 81970462; and Key Medical and Health Project of Xiamen, No. 3502Z20204001.
Institutional review board statement: This study was approved by the Ethics Committee of the First Affiliated Hospital of Xiamen University [Approval No. (2025) Scientific Research Ethics Review (016)].
Informed consent statement: Informed Consent was obtained from all individual participants included in the study.
Conflict-of-interest statement: All the authors have no conflict of interest related to the manuscript.
STROBE statement: The authors have read the STROBE Statement—checklist of items, and the manuscript was prepared and revised according to the STROBE Statement—checklist of items.
Data sharing statement: For this study, the data supporting the research findings can be obtained from the corresponding author upon reasonable request.
Corresponding author: Fan Li, MD, Associate Professor, Department of Colorectal Surgery, The First Affiliated Hospital of Xiamen University, No. 55 Zhenhai Road, Xiamen 361000, Fujian Province, China. lifan14521@163.com
Received: March 21, 2026
Revised: April 28, 2026
Accepted: June 15, 2026
Published online: September 15, 2026
Processing time: 174 Days and 19.4 Hours

Abstract
BACKGROUND

Colorectal cancer (CRC) is a highly common malignancy worldwide. Specifically, stage III CRC patients still have significant risk of recurrence and metastasis after undergoing radical surgery. Currently, prognostic factors for overall stage III CRC are already relatively clear, but research specifically focusing on risk factors for recurrence and metastasis in the stage IIIC subgroup is still limited.

AIM

To investigate the risk factors influencing postoperative recurrence and metastasis in patients with stage IIIC CRC, providing a basis for individualized clinical diagnosis and treatment.

METHODS

A two-center retrospective cohort study was conducted involving 255 patients with pathologically confirmed stage IIIC CRC who underwent curative surgery between July 2019 and June 2022. Clinicopathological data and follow-up outcomes were collected. Multivariate Cox proportional hazards regression models were utilized to identify independent prognostic factors. Disease-free survival (DFS) were estimated using the Kaplan-Meier method and log-rank test.

RESULTS

Multivariate analysis identified preoperative carcinoembryonic antigen (CEA) ≥ 5.0 μg/L (HR = 1.871, 95%CI: 1.267-2.763, P = 0.002), metastatic lymph node ratio (MLR) ≥ 0.51 (HR = 2.132, 95%CI: 1.388-3.275, P = 0.001), and positive root lymph node (PRL; HR = 1.602, 95%CI: 1.072-2.393, P = 0.021) as independent risk factors for diminished DFS. Notably, patients exhibiting all three high-risk factors (CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL) demonstrated a severely reduced median DFS of 16.4 months and a 3-year recurrence rate of 95%.

CONCLUSION

Preoperative CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL are independent risk factors for postoperative recurrence and metastasis in stage IIIC CRC. These clinical determinants are pivotal for identifying high-risk populations and formulating individualized monitoring and treatment strategies.

Key Words: Colorectal cancer; Stage IIIC; Recurrence and metastasis; Metastatic lymph node ratio; Prognostic factors

Core Tip: Patients with stage IIIC colorectal cancer still face a high risk of recurrence and metastasis after undergoing radical surgery. This two-center retrospective study confirmed that preoperative carcinoembryonic antigen ≥ 5.0 μg/L, metastatic lymph node ratio ≥ 0.51, and positive root lymph node metastasis are independent risk factors for recurrence and metastasis. Patients possessing all three risk factors simultaneously constitute a high-risk subgroup. Identifying these key risk factors is conducive to formulating individualized surveillance and treatment strategies.



INTRODUCTION

According to the 2022 global cancer statistics, colorectal cancer (CRC) remains the third most common malignancy worldwide[1]. Based on the 8th edition of the TNM staging system, released in 2017 by the Union for International Cancer Control and the American Joint Committee on Cancer, stage IIIC CRC encompasses several subcategories, including T4aN2a, T3-T4aN2b, and T4bN1-N2. In contrast, stage IV disease is defined by the presence of distant metastasis, namely M1, regardless of the corresponding T or N classification[2]. Data from the Surveillance, Epidemiology, and End Results database (January 2010 to December 2020) indicate that stage III cases account for 26.38% of all CRC diagnoses, with stage IIIC representing 21.39% of that subset; stage IV cases constitute 20.92% of all CRC cases. Survival statistics show that stage IIIC CRC has a 3-year survival rate of 55.1% and a 5-year survival rate of 42.3%. Conversely, stage IV CRC exhibits a significantly poorer prognosis, with 3-year and 5-year survival rates of only 23.8% and 13.0%. These findings highlight the prognostic disparity between stage IIIC and stage IV CRC.

Radical surgery remains the cornerstone of treatment for stage IIIC CRC. However, despite successful surgical resection, the risk of recurrence and metastasis persists, posing significant challenges to long-term survival. Understanding the risk factors associated with postoperative recurrence and metastasis in stage IIIC CRC is critical for identifying high-risk patients and developing personalized monitoring and intervention strategies. Previous studies have identified several key risk factors for recurrence and metastasis in stage III CRC, including molecular mutations, microsatellite instability status and elevated serum tumor markers [such as carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9)], among others[3-6]. However, research specifically addressing the risk factors for recurrence and metastasis in stage IIIC CRC remains limited. This study aims to investigate the potential risk factors associated with recurrence and metastasis following radical surgery for stage IIIC CRC, with the goal of identifying high-risk populations and providing evidence for tailored clinical management strategies.

MATERIALS AND METHODS
Data

This two-center retrospective cohort study examined the clinical data of 255 patients with stage IIIC CRC who underwent postoperative pathological confirmation at the Department of Colorectal Surgery of The First Affiliated Hospital of Xiamen University and The First Affiliated Hospital of Fujian Medical University between July 2019 and June 2022.

Inclusion criteria: (1) Pathologically confirmed diagnosis of CRC; (2) Underwent curative surgery for CRC; (3) Pathological TNM staging of IIIC; and (4) Complete clinicopathological and follow-up data available.

Exclusion criteria: (1) Concurrent malignancies or preoperative imaging/colonoscopy indicating multiple origins of CRC; (2) Coexisting severe cardiovascular, respiratory, neurological, or hematological diseases that significantly affect prognosis; (3) Familial adenomatous polyposis with malignant transformation; (4) Positive surgical margins; (5) Received neoadjuvant chemotherapy or radiotherapy prior to surgery; or (6) Lost to follow-up or died due to non-cancer-related accidents.

The study was approved by the Ethics Committee of the First Affiliated Hospital of Xiamen University [Approval No. (2025) Scientific Research Ethics Review (016)].

Observation variables

Patient demographics, intraoperative details, and postoperative adjuvant treatments were recorded. Variables included gender, age, body mass index, preoperative bowel obstruction status, preoperative tumor markers (CEA and CA19-9), preoperative albumin levels, primary tumor location (right colon, left colon, and rectum), pathological T stage, Ki-67 index, vascular invasion, perineural invasion, tumor size, histological differentiation, macroscopic appearance, metastatic lymph node ratio (MLR), calculated as the number of metastatic lymph nodes divided by the total number of dissected lymph nodes, and chemotherapy regimens (XELOX, mFOLFOX6).

For right-sided colon cancer patients, a D3 radical resection was performed, involving the ligation of superior mesenteric artery branches at the left root of the superior mesenteric vein, defining lymph nodes No. 203, No. 213, and No. 223 as root lymph nodes. For left-sided colon cancer, depending on the tumor location (descending colon, descending-sigmoid junction, or sigmoid colon), No. 253 was defined as the root lymph node; if the tumor was located at the splenic flexure, No. 223 and No. 253 were defined as root lymph nodes. For rectal cancer, No. 253 was defined as the root lymph node. Clinically and histologically, a positive root lymph node (PRL) was defined as the presence of one or more metastatic colorectal adenocarcinoma deposits within these designated apical lymph node stations. Regarding the extent of lymphadenectomy, while current guidelines recommend examining a minimum of 12 lymph nodes for adequate staging, achieving this threshold was not a strict inclusion criterion for our study, provided that pathological evaluation definitively confirmed stage IIIC disease. Histological confirmation of PRL was achieved through standard hematoxylin and eosin staining of the dissected lymph nodes. All pathological specimens were evaluated by two independent, experienced gastrointestinal pathologists. Patients were subsequently classified into the “recurrence and metastasis” group (107 cases) and the “no recurrence and metastasis” group (148 cases) based on their follow-up outcomes. A comparative analysis of clinical data was conducted to identify prognostic risk factors.

Follow-up

Patients were followed up every 3 months on average via outpatient visits or telephone contact to obtain postoperative survival and recurrence information. The final follow-up date was December 30, 2025. Freedom from recurrence or metastasis was defined as the absence of any tumor progression from the surgery date to the last follow-up. The primary endpoint of this study was disease-free survival (DFS), defined as the interval from the date of curative surgery to the first documented tumor recurrence or metastasis, the occurrence of a new primary malignancy, or death due to tumor progression. Recurrence and metastasis were confirmed via comprehensive evaluations including chest computed tomography (CT), contrast-enhanced abdominal CT, serum tumor markers, positron emission tomography-CT, and/or pathological biopsy.

Statistical analysis

Analyses were performed using SPSS software (version 29.0). Unordered categorical variables were compared using the χ2 test, while ordinal categorical variables were analyzed using the Mann-Whitney U test. Multivariate analysis was performed using Cox proportional hazards regression models. DFS and survival curves were estimated via the Kaplan-Meier method and compared using the log-rank test. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the predictive value of MLR. The optimal cut-off value for MLR was determined to be 0.51 by calculating the maximum Youden’s index (sensitivity + specificity - 1). Variables demonstrating statistical significance (P < 0.05) in univariate analysis were incorporated into a multivariate Cox proportional hazards regression model. A two-sided P value < 0.05 was considered statistically significant.

RESULTS
Univariate analysis of recurrence and metastasis in stage IIIC CRC

Univariate analysis revealed that age ≥ 60 years, CEA ≥ 5.0 μg/L, CA19-9 ≥ 37 kU/L, pathological perineural invasion, T stage, MLR ≥ 0.51, and PRL were significant factors influencing postoperative recurrence and metastasis (P < 0.05; Table 1). MLR was defined as the number of positive lymph nodes divided by the total number of dissected lymph nodes, using the optimal cutoff value of 0.51 determined by the ROC curve analysis (Figure 1).

Figure 1
Figure 1 Receiver operating characteristic curve plotted to discriminate metastatic lymph node ratio. AUC: Area under the curve.
Table 1 Comparison of clinical data between non-recurrence/metastasis group (n = 148) and recurrence/metastasis group (n = 107), n (%).
Variable
Non-recurrence/metastasis (n = 148)
Recurrence/metastasis (n = 107)
P value
Gender
    Female85 (57.4)54 (50.5)0.270
    Male63 (42.6)53 (49.5)
Age (year)
    < 6076 (51.4)38 (35.5)0.012
    ≥ 6072 (48.6)69 (64.5)
BMI (kg/m2)
    < 1810 (6.8)2 (1.9)0.163
    18-23.976 (51.4)54 (50.5)
    ≥ 2462 (41.9)51 (47.7)
Preoperative intestinal obstruction
    No48 (32.4)24 (22.4)0.080
    Yes100 (67.6)83 (77.6)
CEA (μg/L)
    < 599 (66.9)49 (45.8)0.001
    ≥ 549 (33.1)58 (54.2)
Tumor location
    Right colon28 (18.9)26 (24.3)0.141
    Left colon31 (20.9)30 (28.0)
    Rectum89 (60.1)51 (47.7)
CA19-9 (kU/L)
    < 37116 (78.4)66 (61.7)0.004
    ≥ 3732 (21.6)41 (38.3)
ALB (g/L)
    < 3523 (15.5)14 (13.1)0.583
    ≥ 35125 (84.5)93 (86.9)
Pathological Ki-67
    Low76 (51.4)56 (52.3)0.877
    High72 (48.6)51 (47.7)
Vascular invasion
    No75 (50.7)41 (38.3)0.051
    Yes73 (49.3)66 (61.7)
Neural invasion
    No63 (42.6)32 (29.9)0.039
    Yes85 (57.4)75 (70.1)
Root lymph nodes
    Negative109 (73.6)45 (42.1)< 0.001
    Positive39 (26.4)62 (57.9)
Tumor size (cm)
    < 595 (64.2)79 (73.8)0.103
    ≥ 553 (35.8)28 (26.2)
Histological differentiation
    Others100 (67.6)69 (64.5)0.607
    Poorly-differentiated48 (32.4)38 (35.5)
Pathological appearance
    Infiltrative10 (6.8)6 (5.6)0.933
    Ulcerative97 (65.5)71 (66.4)
    Protruding41 (27.7)30 (28.0)
MLR
    < 0.5196 (64.9)40 (37.4)< 0.001
    ≥ 0.5152 (35.1)67 (62.6)
pT stage
    373 (49.3)28 (26.2)0.001
    4a68 (45.9)71 (66.4)
    4b7 (4.7)8 (7.5)
Chemotherapy regimens
    Xelox130 (87.8)91 (85.0)0.518
    Folfox18 (12.2)16 (15.0)
Multivariate analysis of recurrence and metastasis in stage IIIC CRC

Variables demonstrating statistical significance in the univariate analysis were incorporated into a Cox proportional hazards regression model. The independent variables included age, CEA, CA19-9, pathological perineural invasion, T stage, MLR, and root lymph node metastasis status. The results identified CEA ≥ 5.0 μg/L (HR = 1.871, 95%CI: 1.267-2.763, P = 0.002), MLR ≥ 0.51 (HR = 2.132, 95%CI: 1.388-3.275, P = 0.001), and PRL (HR = 1.602, 95%CI: 1.072-2.393, P = 0.021) as independent risk factors for recurrence and metastasis in stage IIIC CRC (Table 2).

Table 2 Multivariate analysis of risk factors for postoperative recurrence or metastasis in stage IIIC colorectal cancer.
Variable
B
SE
Wald χ2
P value
HR
95%CI
Age (year)0.2170.2141.0310.3101.2420.817-1.888
CEA (μg/L)0.6260.1999.9090.0021.8711.267-2.763
CA19-9 (kU/L)0.2900.2032.0420.1531.3370.898-1.990
Neural invasion0.1960.2200.7970.3721.2170.791-1.873
PRL0.4710.2055.2920.0211.6021.072-2.393
MLR0.7570.21911.9450.0012.1321.388-3.275
pT stage5.3810.068
T4a vs T30.5320.2345.1430.0231.7021.075-2.694
T4b vs T30.5560.4161.7870.1811.7440.772-3.944
Survival curve comparison

Survival curve comparisons revealed that the 3-year DFS for patients with CEA ≥ 5.0 μg/L was significantly lower than for those with CEA < 5.0 μg/L (P < 0.001, χ2 = 11.396; Figure 2A). Patients with MLR ≥ 0.51 exhibited a significantly lower 3-year DFS compared to those with MLR < 0.51 (P < 0.001, χ2 = 17.780; Figure 2B). Similarly, patients with PRL demonstrated a significantly reduced 3-year DFS compared to those with negative root lymph nodes (P < 0.001, χ2 = 17.018; Figure 2C).

Figure 2
Figure 2 Kaplan-Meier curves for 3-year disease-free survival of prognostic factors following radical surgery in stage IIIC colorectal cancer. A: Carcinoembryonic antigen (CEA) ≥ 5 µg/L vs CEA < 5 µg/L, P < 0.001; B: Metastatic lymph node ratio (MLR) ≥ 0.51 vs MLR < 0.51, P < 0.001; C: Positive root lymph node vs negative root lymph node, P < 0.001. CEA: Carcinoembryonic antigen; MLR: Metastatic lymph node ratio.
Survival analysis

The 255 included patients had an average follow-up period of 42.8 months. Among the cohort, 148 patients (58.0%) remained free of recurrence or metastasis at 3 years with a 3-year DFS of 32.0 months. Notably, patients presenting with the co-occurrence of all three independent risk factors (CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL) experienced a 3-year recurrence rate of 95.0% and a severely reduced median DFS of only 16.4 months.

DISCUSSION

Recurrence and metastasis following curative surgery for CRC significantly compromises the patient prognosis. This study identified preoperative CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL as independent risk factors and recognizing these factors is instrumental in tailoring individualized treatment and surveillance protocols to optimize overall patient prognosis.

Elevated CEA is a well-established predictor of poor prognosis in CRC[7]. Zhang et al[8] found that patients with preoperative CEA elevation exhibit significantly lower 3-year DFS compared to those with normal baseline levels. CEA levels reflect the biological behavior and aggressiveness of the tumor, where dynamic fluctuations may signal therapeutic evasion and the initiation of metastasis[9]. Furthermore, the combination of CEA with fecal occult blood testing or gut microbiota metabolites can enhance early detection rates[10]. Additionally, integrating circulating tumor cell (CTC) capture with CEA assays has shown promise in identifying subclinical micrometastases, potentially reshaping staging protocols and therapeutic decision-making[11].

Elevated CEA is a well-established predictor of poor prognosis in CRC. Zhang et al[8] demonstrated that patients with preoperative CEA elevation exhibit significantly lower 3-year DFS rates compared to those with normal baseline levels. CEA levels mirror the biological behavior and aggressiveness of the tumor, where dynamic fluctuations may signal therapeutic evasion and the initiation of metastasis. Furthermore, the combination of CEA with fecal occult blood testing or gut microbiota metabolites can enhance early detection rates. Additionally, integrating CTC capture with CEA assays has shown promise in identifying subclinical micrometastases, potentially reshaping staging protocols and therapeutic decision-making.

Lymph node metastasis serves as a critical prognostic determinant in CRC[12]. A Danish nationwide cohort study demonstrated that both the total number of retrieved lymph nodes and the MLR are independent prognostic indicators; notably, MLR out-performed the standard N staging in predicting overall survival for stage III CRC[13]. Given that the retrieved lymph node count is heavily contingent upon surgical technique and the meticulousness of pathological examination, MLR provides a more standardized prognostic assessment[14]. This is particularly relevant as 30%-50% of CRC patients have fewer than 12 harvested lymph nodes, making MLR a vital supplementary metric[3,15,16]. The optimal cutoff value for MLR was determined to be 0.51 via ROC curve analysis. An MLR ≥ 0.51 effectively predicts early recurrence and metastasis in CRC, serving as an independent prognostic indicator. Furthermore, an elevated MLR correlates with mutations in genes such as TP53 and KRAS, which can disrupt cellular signaling cascades, reshape the tumor microenvironment, and bolster the invasive potential of cancer cells[17,18].

Our analysis further identified PRL as an independent risk factor. The infiltration of root lymph nodes signifies a successful breach of both local intestinal architecture and lymphatic barriers, reflecting a sophisticated adaptation to the host immune microenvironment and subsequent evasion of immunosurveillance. Such involvement likely facilitates systemic dissemination through the mesenteric vasculature into the broader circulatory system[19]. This is exemplified by the cohort study of Lee et al[20], which revealed that in sigmoid and rectal cancer, the recurrence and 5-year survival profiles of patients with inferior mesenteric lymph node (station 253) metastasis were virtually identical to those with para-aortic lymph node (M1 stage) metastasis. Such parity suggests that RPL functions not merely as regional spread, but as a surrogate for systemic dissemination. This insight corroborates our hypothesis that the presence of PRL identifies a highly specific subgroup of stage III patients whose tumor burden and recurrence risk are very high. While M1 disease is formally classified as stage IV[21], conventional imaging modalities frequently fail to detect occult peritoneal, hepatic, or nodal metastases in the 5-10 mm range[22]. Consequently, leveraging clinicopathological determinants to predict such subclinical micro-dissemination becomes imperative for accurate risk stratification. High-risk stage IIIC patients in our cohort (CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL) faced a 95% recurrence rate within 3 years, necessitating aggressive therapy and rigorous surveillance. Our data identify a subset of high-risk stage IIIC patients, defined by the concurrence of CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL, who faced an alarmingly high 3-year recurrence rate of 95%. Such a profound risk profile suggests that conventional protocols may be insufficient, necessitating a shift toward aggressive interventional regimens and rigorous long-term monitoring.

This study has several limitations. First, its retrospective design may involve inherent selection bias and uncontrolled confounders. Second, the bi-center, single-country nature of the cohort limits the extrapolation of results to more diverse populations. Third, the minimum follow-up duration was relatively brief, which may have insufficiently captured late-stage recurrences and thus underestimated long-term metastatic rates. Fourth, the MLR cutoff (≥ 0.51) was identified through post-hoc ROC analysis of our data, necessitating further external validation to ensure its broad applicability. Ultimately, prospective multicenter trials are required to optimize and confirm the efficacy of this risk-stratification model.

CONCLUSION

Preoperative CEA ≥ 5.0 μg/L, MLR ≥ 0.51, and PRL are independent risk factors for postoperative recurrence and metastasis in stage IIIC CRC. Patients exhibiting all three factors constitute a high-risk cohort with a 95% 3-year recurrence rate. These clinical determinants are pivotal for identifying high-risk populations and formulating individualized monitoring and treatment strategies.

References
1.  Bray F, Laversanne M, Sung H, Ferlay J, Siegel RL, Soerjomataram I, Jemal A. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2024;74:229-263.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 16785]  [Cited by in RCA: 17178]  [Article Influence: 8589.0]  [Reference Citation Analysis (31)]
2.  Amin MB, Greene FL, Edge SB, Compton CC, Gershenwald JE, Brookland RK, Meyer L, Gress DM, Byrd DR, Winchester DP. The Eighth Edition AJCC Cancer Staging Manual: Continuing to build a bridge from a population-based to a more "personalized" approach to cancer staging. CA Cancer J Clin. 2017;67:93-99.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 4716]  [Cited by in RCA: 4925]  [Article Influence: 547.2]  [Reference Citation Analysis (11)]
3.  Zhang CH, Li YY, Zhang QW, Biondi A, Fico V, Persiani R, Ni XC, Luo M. The Prognostic Impact of the Metastatic Lymph Nodes Ratio in Colorectal Cancer. Front Oncol. 2018;8:628.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 41]  [Cited by in RCA: 43]  [Article Influence: 5.4]  [Reference Citation Analysis (0)]
4.  Gao P, Huang XZ, Song YX, Sun JX, Chen XW, Sun Y, Jiang YM, Wang ZN. Impact of timing of adjuvant chemotherapy on survival in stage III colon cancer: a population-based study. BMC Cancer. 2018;18:234.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 85]  [Cited by in RCA: 80]  [Article Influence: 10.0]  [Reference Citation Analysis (0)]
5.  Ochman B, Limanówka P, Mielcarska S, Kula A, Dawidowicz M, Wagner W, Hudy D, Szrot M, Piecuch JZ, Piecuch J, Czuba Z, Świętochowska E. Associations of SEMA7A, SEMA4D, ADAMTS10, and ADAM8 with KRAS, NRAS, BRAF, PIK3CA, and AKT Gene Mutations, Microsatellite Instability Status, and Cytokine Expression in Colorectal Cancer Tissue. Curr Issues Mol Biol. 2024;46:10218-10248.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in RCA: 3]  [Reference Citation Analysis (0)]
6.  Cho SS, Park JW, Kang GH, Kim JH, Bae JM, Han SW, Kim TY, Kim MJ, Ryoo SB, Jeong SY, Park KJ. Prognostic Impact of Extramural Lymphatic, Vascular, and Perineural Invasion in Stage II Colon Cancer: A Comparison With Intramural Invasion. Dis Colon Rectum. 2023;66:366-373.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 1]  [Cited by in RCA: 7]  [Article Influence: 2.3]  [Reference Citation Analysis (4)]
7.  Thirunavukarasu P, Sukumar S, Sathaiah M, Mahan M, Pragatheeshwar KD, Pingpank JF, Zeh H 3rd, Bartels CJ, Lee KK, Bartlett DL. C-stage in colon cancer: implications of carcinoembryonic antigen biomarker in staging, prognosis, and management. J Natl Cancer Inst. 2011;103:689-697.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 133]  [Cited by in RCA: 139]  [Article Influence: 9.3]  [Reference Citation Analysis (5)]
8.  Zhang DK, Zhan TC, Li M, Gu J. [Predictive value of serum carcinoembryonic antigen level in efficacy and prognosis for patients with rectal cancer following preoperative radiochemotherapy]. Zhonghua Weichang Waike Zazhi. 2017;20:519-523.  [PubMed]  [DOI]  [Full Text]
9.  Abdul-Wahid A, Cydzik M, Fischer NW, Prodeus A, Shively JE, Martel A, Alminawi S, Ghorab Z, Berinstein NL, Gariépy J. Serum-derived carcinoembryonic antigen (CEA) activates fibroblasts to induce a local re-modeling of the extracellular matrix that favors the engraftment of CEA-expressing tumor cells. Int J Cancer. 2018;143:1963-1977.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 12]  [Cited by in RCA: 26]  [Article Influence: 3.3]  [Reference Citation Analysis (0)]
10.  Ahlquist DA, Sargent DJ, Loprinzi CL, Levin TR, Rex DK, Ahnen DJ, Knigge K, Lance MP, Burgart LJ, Hamilton SR, Allison JE, Lawson MJ, Devens ME, Harrington JJ, Hillman SL. Stool DNA and occult blood testing for screen detection of colorectal neoplasia. Ann Intern Med. 2008;149:441-450, W81.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 190]  [Cited by in RCA: 187]  [Article Influence: 10.4]  [Reference Citation Analysis (1)]
11.  Yang CY, Lin CC, Huang SC, Lu RH, Lo LC, Tseng JY, Tung CY, Lin CH, Jiang JK. Enhanced prognostic value of combined circulating tumor cells and serum carcinoembryonic antigen in patients with colorectal cancer. J Chin Med Assoc. 2023;86:465-471.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 8]  [Cited by in RCA: 9]  [Article Influence: 3.0]  [Reference Citation Analysis (0)]
12.  Weiser MR. AJCC 8th Edition: Colorectal Cancer. Ann Surg Oncol. 2018;25:1454-1455.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 834]  [Cited by in RCA: 767]  [Article Influence: 95.9]  [Reference Citation Analysis (6)]
13.  Ladwa N, Sajid MS, Pankhania NK, Sains P, Baig MK. Retraction techniques in laparoscopic colorectal surgery: a literature-based review. Colorectal Dis. 2013;15:936-943.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 9]  [Cited by in RCA: 11]  [Article Influence: 0.8]  [Reference Citation Analysis (0)]
14.  Tong LL, Gao P, Wang ZN, Song YX, Xu YY, Sun Z, Xing CZ, Wang X, Xu HM. Can lymph node ratio take the place of pN categories in the UICC/AJCC TNM classification system for colorectal cancer? Ann Surg Oncol. 2011;18:2453-2460.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 27]  [Cited by in RCA: 35]  [Article Influence: 2.3]  [Reference Citation Analysis (0)]
15.  Jakob MO, Guller U, Ochsner A, Oertli D, Zuber M, Viehl CT. Lymph node ratio is inferior to pN-stage in predicting outcome in colon cancer patients with high numbers of analyzed lymph nodes. BMC Surg. 2018;18:81.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 8]  [Cited by in RCA: 19]  [Article Influence: 2.4]  [Reference Citation Analysis (0)]
16.  Yang L, Xiong Z, Xie Q, He W, Liu S, Kong P, Jiang C, Guo G, Xia L. Prognostic value of total number of lymph nodes retrieved differs between left-sided colon cancer and right-sided colon cancer in stage III patients with colon cancer. BMC Cancer. 2018;18:558.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 21]  [Cited by in RCA: 38]  [Article Influence: 4.8]  [Reference Citation Analysis (0)]
17.  Mesher D, Szarewski A, Cadman L, Cubie H, Kitchener H, Luesley D, Menon U, Hulman G, Desai M, Ho L, Terry G, Williams A, Sasieni P, Cuzick J. Long-term follow-up of cervical disease in women screened by cytology and HPV testing: results from the HART study. Br J Cancer. 2010;102:1405-1410.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 41]  [Cited by in RCA: 38]  [Article Influence: 2.4]  [Reference Citation Analysis (0)]
18.  Puccini A, Seeber A, Xiu J, Goldberg RM, Soldato D, Grothey A, Shields AF, Salem ME, Battaglin F, Berger MD, El-Deiry WS, Tokunaga R, Naseem M, Zhang W, Arora SP, Khushman MM, Hall MJ, Philip PA, Marshall JL, Korn WM, Lenz HJ. Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients. NPJ Precis Oncol. 2021;5:95.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 14]  [Cited by in RCA: 13]  [Article Influence: 2.6]  [Reference Citation Analysis (0)]
19.  Kim HJ, Choi GS. Clinical Implications of Lymph Node Metastasis in Colorectal Cancer: Current Status and Future Perspectives. Ann Coloproctol. 2019;35:109-117.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 73]  [Cited by in RCA: 64]  [Article Influence: 9.1]  [Reference Citation Analysis (5)]
20.  Lee SH, Lee JL, Kim CW, Lee HI, Yu CS, Kim JC. Oncologic significance of para-aortic lymph node and inferior mesenteric lymph node metastasis in sigmoid and rectal adenocarcinoma. Eur J Surg Oncol. 2017;43:2076-2083.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Cited by in Crossref: 8]  [Cited by in RCA: 13]  [Article Influence: 1.4]  [Reference Citation Analysis (0)]
21.  Japanese Society for Cancer of the Colon and Rectum. Japanese Classification of Colorectal, Appendiceal, and Anal Carcinoma: the 3d English Edition [Secondary Publication]. J Anus Rectum Colon. 2019;3:175-195.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 591]  [Cited by in RCA: 550]  [Article Influence: 78.6]  [Reference Citation Analysis (2)]
22.  van der Reijd DJ, Guerendel C, Staal FCR, Busard MP, De Oliveira Taveira M, Klompenhouwer EG, Kuhlmann KFD, Moelker A, Verhoef C, Starmans MPA, Lambregts DMJ, Beets-Tan RGH, Benson S, Maas M. Independent validation of CT radiomics models in colorectal liver metastases: predicting local tumour progression after ablation. Eur Radiol. 2024;34:3635-3643.  [RCA]  [PubMed]  [DOI]  [Full Text]  [Full Text (PDF)]  [Cited by in Crossref: 8]  [Cited by in RCA: 8]  [Article Influence: 4.0]  [Reference Citation Analysis (0)]
Footnotes

Peer review: Externally peer reviewed.

Peer-review model: Single blind

Specialty type: Oncology

Country of origin: China

Peer-review report’s classification

Scientific quality: Grade A, Grade B, Grade B, Grade C

Novelty: Grade A, Grade A, Grade B, Grade B

Creativity or innovation: Grade A, Grade A, Grade B, Grade C

Scientific significance: Grade B, Grade B, Grade B, Grade C

P-Reviewer: Chang YX, Associate Professor, Dean, PhD, China; Chowdhary R, MD, United States; Deng J, Lecturer, China S-Editor: Lin C L-Editor: Filipodia P-Editor: Wang WB

Write to the Help Desk