1
|
Zhang W, Wang S, Dong Q, Chen W, Wang P, Zhu G, Chen X, Cai Y. Predictive nomogram for lymph node metastasis and survival in gastric cancer using contrast-enhanced computed tomography-based radiomics: a retrospective study. PeerJ 2024; 12:e17111. [PMID: 38525272 PMCID: PMC10960528 DOI: 10.7717/peerj.17111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 02/23/2024] [Indexed: 03/26/2024] Open
Abstract
Background Lymph node involvement significantly impacts the survival of gastric cancer patients and is a crucial factor in determining the appropriate treatment. This study aimed to evaluate the potential of enhanced computed tomography (CT)-based radiomics in predicting lymph node metastasis (LNM) and survival in patients with gastric cancer before surgery. Methods Retrospective analysis of clinical data from 192 patients diagnosed with gastric carcinoma was conducted. The patients were randomly divided into a training cohort (n = 128) and a validation cohort (n = 64). Radiomic features of CT images were extracted using the Pyradiomics software platform, and distinctive features were further selected using a Lasso Cox regression model. Features significantly associated with LNM were identified through univariate and multivariate analyses and combined with radiomic scores to create a nomogram model for predicting lymph node involvement before surgery. The predictive performance of radiomics features, CT-reported lymph node status, and the nomogram model for LNM were compared in the training and validation cohorts by plotting receiver operating characteristic (ROC) curves. High-risk and low-risk groups were identified in both cohorts based on the cut-off value of 0.582 within the radiomics evaluation scheme, and survival rates were compared. Results Seven radiomic features were identified and selected, and patients were stratified into high-risk and low-risk groups using a 0.582 cut-off radiomics score. Univariate and multivariate analyses revealed that radiomics features, diabetes mellitus, Nutrition Risk Screening (NRS) 2002 score, and CT-reported lymph node status were significant predictors of LNM in patients with gastric cancer. A predictive nomogram model was developed by combining these predictors with the radiomics score, which accurately predicted LNM in gastric cancer patients before surgery and outperformed other models in terms of accuracy and sensitivity. The AUC values for the training and validation cohorts were 0.82 and 0.722, respectively. The high-risk and low-risk groups in both the training and validation cohorts showed significant differences in survival rates. Conclusion The radiomics nomogram, based on contrast-enhanced computed tomography (CECT ), is a promising non-invasive tool for preoperatively predicting LNM in gastric cancer patients and postoperative survival.
Collapse
Affiliation(s)
- Weiteng Zhang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Sujun Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qiantong Dong
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Wenjing Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Pengfei Wang
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guanbao Zhu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiaolei Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yiqi Cai
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
2
|
Relationship between laparoscopic total gastrectomy-associated postoperative complications and gastric cancer prognosis. Updates Surg 2023; 75:149-158. [PMID: 36369627 DOI: 10.1007/s13304-022-01402-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 10/04/2022] [Indexed: 11/13/2022]
Abstract
This study aimed to investigate the incidence and prognosis of postoperative complications after laparoscopic total gastrectomy (LTG) for gastric cancer (GC). We retrospectively enrolled 411 patients who underwent curative LTG for GC at seven institutions between January 2004 and December 2018. The patients were divided into two groups, complication group (CG) and non-complication group (non-CG), depending on the presence of serious postoperative complications (Clavien-Dindo grade III [≥ CD IIIa] or higher complications). Short-term outcomes and prognoses were compared between two groups. Serious postoperative complications occurred in 65 (15.8%) patients. No significant difference was observed between the two groups in the median operative time, intraoperative blood loss, number of lymph nodes harvested, or pathological stage; however, the 5-year overall survival (OS; CG 66.4% vs. non-CG 76.8%; p = 0.001), disease-specific survival (DSS; CG 70.1% vs. non-CG 76.2%; p = 0.011), and disease-free survival (CG 70.9% vs. non-CG 80.9%; p = 0.001) were significantly different. The Cox multivariate analysis identified the serious postoperative complications as independent risk factors for 5-year OS (HR 2.143, 95% CI 1.165-3.944, p = 0.014) and DSS (HR 2.467, 95% CI 1.223-4.975, p = 0.011). A significant difference was detected in the median days until postoperative recurrence (CG 223 days vs. non-CG 469 days; p = 0.017) between the two groups. Serious postoperative complications after LTG negatively affected the GC prognosis. Efforts to decrease incidences of serious complications should be made that may help in better prognosis in patients with GC after LTG.
Collapse
|
3
|
Role of Peritoneal Mesothelial Cells in the Progression of Peritoneal Metastases. Cancers (Basel) 2022; 14:cancers14122856. [PMID: 35740521 PMCID: PMC9221366 DOI: 10.3390/cancers14122856] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 05/19/2022] [Accepted: 06/06/2022] [Indexed: 11/17/2022] Open
Abstract
Peritoneal metastatic cancer comprises a heterogeneous group of primary tumors that originate in the peritoneal cavity or metastasize into the peritoneal cavity from a different origin. Metastasis is a characteristic of end-stage disease, often indicative of a poor prognosis with limited treatment options. Peritoneal mesothelial cells (PMCs) are a thin layer of cells present on the surface of the peritoneum. They display differentiated characteristics in embryonic development and adults, representing the first cell layer encountering peritoneal tumors to affect their progression. PMCs have been traditionally considered a barrier to the intraperitoneal implantation and metastasis of tumors; however, recent studies indicate that PMCs can either inhibit or actively promote tumor progression through distinct mechanisms. This article presents a review of the role of PMCs in the progression of peritoneum implanted tumors, offering new ideas for therapeutic targets and related research.
Collapse
|
4
|
Impact of Postoperative Complication and Completion of Multimodality Therapy on Survival in Patients Undergoing Gastrectomy for Advanced Gastric Cancer. J Am Coll Surg 2020; 230:912-924. [PMID: 32035978 DOI: 10.1016/j.jamcollsurg.2019.12.038] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 12/01/2019] [Accepted: 12/18/2019] [Indexed: 01/07/2023]
Abstract
BACKGROUND Postoperative complication (POC) adversely impacts long-term survival in patients with gastric cancer, perhaps due in part to lower rates for receipt of multimodality therapy (MMT). We sought to determine the impact of POC on MMT completion rates and overall survival (OS) in patients with locally advanced gastric cancer. STUDY DESIGN We analyzed 206 patients with locally advanced gastric cancer undergoing curative-intent resection from 2001 to 2015. POCs were graded using Clavien-Dindo classification and survival outcomes were compared between groups. RESULTS One hundred and twenty patients underwent operation followed by chemoradiation therapy, 58 received perioperative chemotherapy, and 28 received total neoadjuvant therapy (TNT). Minor (Clavien-Dindo grade I to II) and major (Clavien-Dindo grade III to IV) POC occurred in 72 (35.0%) and 39 (18.9%) patients, respectively. At median follow-up of 37 months, the 3-year OS of patients experiencing a major, minor, or no POC were 33.3%, 56.9%, and 62.1% (p = 0.023), respectively. In contrast, there was no difference in 3-year OS rates in patients experiencing POC if they completed all intended MMT. Non-TNT patients who experienced a major POC were less likely to complete MMT (hazard ratio 0.36, p = 0.017), and a major POC in these patients had a significant impact on OS (hazard ratio 2.76, p = 0.011), and it did not in patients who completed MMT (hazard ratio 1.58, p = 0.336). CONCLUSIONS Major POC adversely affects long-term survival after gastrectomy for gastric cancer, at least in part via lower completion rates of MMT. Treatment strategy designed to ensure the completion of MMT, such as TNT, might be preferable, particularly for patients at high risk for POCs.
Collapse
|
5
|
Lane WO, Nussbaum DP, Sun Z, Blazer DG. Preoperative radiation therapy in the surgical management of gastric and junctional adenocarcinoma: Should lymph node retrieval guidelines be altered? J Surg Oncol 2018; 117:1708-1715. [PMID: 29799615 DOI: 10.1002/jso.25068] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 03/20/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Although surgery remains the cornerstone of gastric cancer therapy, the use of radiation therapy (RT) is increasingly being employed to optimize outcomes. We sought to assess outcomes following use of RT for the treatment of gastric adenocarcinoma. METHODS Using the National Cancer Data Base (NCDB) from 1998 to 2012, all patients with resected gastric adenocarcinoma were identified. Patients were stratified into four groups based on preoperative therapy: RT alone, chemotherapy only, chemoradiotherapy (CRT), and no preoperative therapy. Overall survival was estimated using multivariate Cox proportional hazards model. Adjusted secondary outcomes include margin positivity, lymph node harvest, LOS, 30-day readmission and mortality. RESULTS A total of 10 019 patients met study criteria. In the unadjusted analysis, patients undergoing CRT compared to chemotherapy alone had fewer positive margins (7.9% vs 15.9%; P < 0.001), increased negative LNs (54.6% vs 37.7%; P < 0.001) with reduced LN retrieval (mean: 13.5 vs 19.6; P < 0.01). After multivariate adjustment, there was no survival benefit to any preoperative therapy; however, preoperative RT/CRT remained associated with decreased LN retrieval. CONCLUSIONS The results support previous reports on preoperative RT resulting in decreased margin positivity. This study highlights the need to reconsider practice guidelines regarding appropriate lymphadenectomy in the setting of preoperative RT given reduced LN retrieval.
Collapse
Affiliation(s)
- Whitney O Lane
- Duke University Medical Center, Department of Surgery, Durham, North Carolina
| | - Daniel P Nussbaum
- Duke University Medical Center, Department of Surgery, Durham, North Carolina
| | - Zhifei Sun
- Duke University Medical Center, Department of Surgery, Durham, North Carolina
| | - Dan G Blazer
- Duke University Medical Center, Department of Surgery, Durham, North Carolina.,Duke Cancer Institute, Durham, North Carolina
| |
Collapse
|
6
|
Radiation Therapy in Gastric Cancer. Radiat Oncol 2018. [DOI: 10.1007/978-3-319-52619-5_42-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
|
7
|
Zhang W, Tao H, Chen X, Sugimura H, Wang J, Zhou P. High expression of Wls is associated with lymph node metastasis and advanced TNM stage in gastric carcinomas. Pathol Int 2017; 67:141-146. [PMID: 28110490 DOI: 10.1111/pin.12508] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 12/27/2016] [Indexed: 01/26/2023]
Abstract
The roles of Wnt protein in carcinogenesis have been well documented in human cancers. Wls is a key modulator for the secretion of Wnt protein. We previously found that Wls was aberrantly expressed in colorectal carcinomas. Studies have revealed that dysregulation of Wnt signal transduction plays an important role in gastric carcinoma. We hypothesized that Wls may play a role in the development and progression of gastric carcinoma. In this study, three gastric cancer cell lines MGC-803, SGC-7901, and AGS, and a set of gastric carcinoma tissue specimens were subjected to immunohistochemistry. The relationship between the expression of Wls and clinicopathological parameters was analyzed. Wls was negatively detected in MGC-803, positively detected in SGC-7901 and AGS cell lines. Wls was weakly expressed in 9.7% (15/154), moderately in 33.1% (51/154), and strongly in 57.1% (88/154) of tested gastric carcinoma specimens. High expression of Wls was positively associated with well and moderately differentiated tumors (P = 0.035, rs = 0.170), lymph node metastasis (P = 0.001, rs = 0.276), and advanced TNM stage (P = 0.006, rs = 0.219). Our data suggest that Wls protein is related to tumor metastasis and advanced TNM stage, and may be used as a new marker for prognosis of gastric carcinoma.
Collapse
Affiliation(s)
- Wei Zhang
- Department of Pathology, Taixing People's Hospital, Taixing, Jiangshu 225400, China
| | - Hong Tao
- Department of Pathology, Hamamatsu University School of Medicine, 1-20-1, Handayama, Hamamatus 431-3192, Japan
| | - Xiao Chen
- Department of Pathology, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - Haruhiko Sugimura
- Department of Pathology, Hamamatsu University School of Medicine, 1-20-1, Handayama, Hamamatus 431-3192, Japan
| | - Jiandong Wang
- Department of Pathology, Jinling Hospital, Nanjing University School of Medicine, Nanjing 210002, China
| | - Ping Zhou
- Department of Pathology, Taixing People's Hospital, Taixing, Jiangshu 225400, China
| |
Collapse
|
8
|
Nitta H, Shimose T, Emi Y, Imamura T, Ohnishi K, Kusumoto T, Yamamoto M, Fukuzawa K, Takahashi I, Higashi H, Tsuji A, Akagi Y, Oki E, Maehara Y, Baba H. Expression of the anaphylatoxin C5a receptor in gastric cancer: implications for vascular invasion and patient outcomes. Med Oncol 2016; 33:118. [DOI: 10.1007/s12032-016-0834-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 09/24/2016] [Indexed: 02/06/2023]
|
9
|
Combination of preoperative platelet/lymphocyte and neutrophil/lymphocyte rates and tumor-related factors to predict lymph node metastasis in patients with gastric cancer. Eur J Gastroenterol Hepatol 2016; 28:493-502. [PMID: 26854795 PMCID: PMC4892768 DOI: 10.1097/meg.0000000000000563] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Lymph node (LN) metastasis is widely accepted as a poor prognosis indicator in patients with gastric cancer. An accurate preoperative prediction of LN status is of crucial importance for the planning treatment. The aim of the present study was to assess the predictive value of the preoperative platelet/lymphocyte (PLR) and neutrophil/lymphocyte rates (NLR) on the LN metastasis in gastric cancer patients and to develop a new preoperative score system to predict LN metastasis. PATIENTS AND METHODS A total of 492 operable patients with gastric cancer were enrolled in our study. The clinical utility of the PLR and NLR was evaluated by receiver operating characteristic (ROC) curves. The logistic analysis was used to identify the independent parameters associated with LN metastasis. Then, a score system including those independent parameters that can be detected preoperatively was established, which was also tested by an ROC curve. RESULTS The ideal cutoff values for predicting LN metastasis were 1.59 for NLR and 155.67 for PLR according to the ROC curve. Multivariate analyses showed that both PLR and NLR are significantly associated with LN metastasis independent of depth of invasion, lymphatic invasion, macroscopic type, and tumor size. The area under the ROC curve of the score system was 0.830 (95% confidence interval 0.782-0.878), showing a reliable ability to evaluate the status of nodal involvement. CONCLUSION Preoperative PLR and NLR are useful biomarkers to predict LN metastasis and the score system in our study may serve as a reliable instrument to predict LN metastasis in gastric cancer patients.
Collapse
|