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Zhang YL, Song HB, Xue YW. Machine learning-based reconstruction of prognostic staging for gastric cancer patients with different differentiation grades: A multicenter retrospective study. World J Gastroenterol 2025; 31:104466. [PMID: 40248057 PMCID: PMC12001173 DOI: 10.3748/wjg.v31.i13.104466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 02/26/2025] [Accepted: 03/19/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND The prognosis of gastric cancer (GC) patients is poor, and an accurate prognostic staging system would help assess patients' prognostic status before treatment and determine appropriate treatment strategies. AIM To develop positive lymph node ratio (LNR) and machine learning (ML)-based staging systems for GC patients with varying differentiation. METHODS This multicenter retrospective cohort study included 11772 GC patients, with 5612 in the training set (Harbin Medical University Cancer Hospital) and 6160 in the validation set (Surveillance, Epidemiology, and End Results Program database). X-tile software identified optimal cutoff values for the positive LNR, and five ML models were developed using pT and LNR staging. Risk scores were divided into seven stages, constructing new staging systems tailored to different tumor differentiation levels. RESULTS In both the training and validation sets, regardless of the tumor differentiation level, LNR staging demonstrated superior prognostic stratification compared to pN. Extreme Gradient Boosting exhibited better predictive performance than the other four models. Compared to tumor node metastasis staging, the new staging systems, developed for patients with different degrees of differentiation, showed significantly better predictive performance. CONCLUSION The new positive lymph nodes ratio staging and integrated staging systems constructed for GC patients with different differentiation grades exhibited better prognostic stratification capabilities.
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Affiliation(s)
- Yong-Le Zhang
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Hai-Bin Song
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Ying-Wei Xue
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
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Zhan Z, Chen B, Cheng H, Xu S, Huang C, Zhou S, Chen H, Lin X, Lin R, Huang W, Ma X, Fu Y, Chen Z, Zheng H, Shi S, Guo Z, Zhang L. Identification of prognostic signatures in remnant gastric cancer through an interpretable risk model based on machine learning: a multicenter cohort study. BMC Cancer 2024; 24:547. [PMID: 38689252 PMCID: PMC11062017 DOI: 10.1186/s12885-024-12303-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/22/2024] [Indexed: 05/02/2024] Open
Abstract
OBJECTIVE The purpose of this study was to develop an individual survival prediction model based on multiple machine learning (ML) algorithms to predict survival probability for remnant gastric cancer (RGC). METHODS Clinicopathologic data of 286 patients with RGC undergoing operation (radical resection and palliative resection) from a multi-institution database were enrolled and analyzed retrospectively. These individuals were split into training (80%) and test cohort (20%) by using random allocation. Nine commonly used ML methods were employed to construct survival prediction models. Algorithm performance was estimated by analyzing accuracy, precision, recall, F1-score, area under the receiver operating characteristic curve (AUC), confusion matrices, five-fold cross-validation, decision curve analysis (DCA), and calibration curve. The best model was selected through appropriate verification and validation and was suitably explained by the SHapley Additive exPlanations (SHAP) approach. RESULTS Compared with the traditional methods, the RGC survival prediction models employing ML exhibited good performance. Except for the decision tree model, all other models performed well, with a mean ROC AUC above 0.7. The DCA findings suggest that the developed models have the potential to enhance clinical decision-making processes, thereby improving patient outcomes. The calibration curve reveals that all models except the decision tree model displayed commendable predictive performance. Through CatBoost-based modeling and SHAP analysis, the five-year survival probability is significantly influenced by several factors: the lymph node ratio (LNR), T stage, tumor size, resection margins, perineural invasion, and distant metastasis. CONCLUSIONS This study established predictive models for survival probability at five years in RGC patients based on ML algorithms which showed high accuracy and applicative value.
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Affiliation(s)
- Zhouwei Zhan
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Road, Fuzhou, Fujian, 350014, People's Republic of China
| | - Bijuan Chen
- Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350014, People's Republic of China
| | - Hui Cheng
- Department of Pathology, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital, Fuzhou, Fujian, 350001, People's Republic of China
| | - Shaohua Xu
- Department of Hepatobiliary and Pancreatic Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350014, People's Republic of China
| | - Chunping Huang
- Department of Pharmacy, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, 350014, People's Republic of China
| | - Sijing Zhou
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Road, Fuzhou, Fujian, 350014, People's Republic of China
| | - Haiting Chen
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Xuanping Lin
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Ruyu Lin
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Wanting Huang
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Xiaohuan Ma
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Yu Fu
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Zhipeng Chen
- School of Basic Medical Sciences of Fujian Medical University, Fuzhou, Fujian, 350004, People's Republic of China
| | - Hanchen Zheng
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Road, Fuzhou, Fujian, 350014, People's Republic of China
| | - Songchang Shi
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital South Branch, Fujian Provincial Hospital, Fuzhou, Fujian, 350001, People's Republic of China.
| | - Zengqing Guo
- Department of Medical Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, No. 420 Fuma Road, Fuzhou, Fujian, 350014, People's Republic of China.
| | - Lihui Zhang
- Department of Critical Care Medicine, Shengli Clinical Medical College of Fujian Medical University, Fujian Provincial Hospital South Branch, Fujian Provincial Hospital, Fuzhou, Fujian, 350001, People's Republic of China.
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Sung HWJ, Son HO, Heo DB, Won HR, Koo BS, Chang JW. Optimal Extent of Neck Dissection for a Head and Neck Lymph Node Metastasis from a Remote Primary Site. J Clin Med 2024; 13:661. [PMID: 38337356 PMCID: PMC10856640 DOI: 10.3390/jcm13030661] [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: 01/02/2024] [Revised: 01/18/2024] [Accepted: 01/22/2024] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Despite its rarity and limited documentation, therapeutic neck dissection (ND) for cervical lymph node (LN) metastases from distant primary sites is increasingly practiced, potentially enhancing survival rates. However, the optimal ND extent remains unclear. This study aimed to determine the safety of excluding upper neck levels from ND. METHODS We retrospectively analyzed 25 patients who underwent ND for cervical LN metastases from remote primary tumors between 2015 and 2021 (12 with primary lung tumors, four with ovary, three with mammary gland, three with esophagus, two with thymus, and one with colon). RESULTS Assessing clinical characteristics and occult metastasis rates, we observed LN metastases predominantly at levels III and IV. Occult metastases occurred in 14 out of 25 patients, primarily at neck levels III and IV (55.0% and 50.0%, respectively). The five-year disease-specific survival rate for all patients was 44.3%. While no statistically significant impact of occult metastasis on prognosis was confirmed, an association between the postoperative LN ratio and poor prognosis was revealed. CONCLUSIONS Our findings suggest that prophylactic NDs at levels I, II, and Va may not be essential for managing cervical LN metastases from remote primary malignancies. This could lead to a more tailored and less invasive therapeutic strategy.
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Affiliation(s)
| | | | | | | | | | - Jae Won Chang
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon 35015, Republic of Korea; (H.W.J.S.); (H.O.S.); (D.B.H.); (H.-R.W.); (B.S.K.)
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Hou B, Yuan J, Kang S, Yang Y, Huang X, Xu H, Guo K, Tian W. Positive lymph node ratio is an important index to predict long-term survival for advanced esophageal squamous carcinoma patients (II∼III) with R0 resection--a SEER-based analysis. Heliyon 2023; 9:e22600. [PMID: 38144311 PMCID: PMC10746414 DOI: 10.1016/j.heliyon.2023.e22600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 11/06/2023] [Accepted: 11/15/2023] [Indexed: 12/26/2023] Open
Abstract
Background Esophageal squamous carcinoma (ESCC) is one of the most malignant cancers in the world due to nodal metastasis. Therefore, a reasonable nodal staging system is extremely important for further treatment strategies. Recently the positive lymph node ratio (PLNR) is an important prognostic factor in various solid tumors. Method In this study, we investigated the clinical significance of the PLNR in stage II∼III ESCC patients. We collected the pathological characteristics of 272 stage II∼III ESCC patients from the SEER database from 2004-2016. ROC curves were used to calculate the best cutoff value of the PLNR; Pearson's Chi-square (χ2) and Fisher's exact probability tests were used to compare the clinical baseline and characteristics of patients. For continuous variables, Student's t-test and ANOVA were performed to evaluate statistical significance. Clinical outcomes were estimated by using the Kaplan‒Meier method and log-rank test. Furthermore, univariate and multivariate Cox regression models were utilized to analyze independent prognostic factors of ESCC patients. Results Consequently, advanced ESCC patients were effectively stratified into two groups by prognosis using a PLNR cutoff value of 0.15 (P value = 0.04). The median survival time of patients with PLNR <0.15 (n = 145) was much higher than that of patients (n = 127) in the PLNR ≥0.15 group (20.0 vs. 13.0 months, P value < 0.0001). Notably, the PLNR significantly predicted the prognosis of ESCC patients with stage N1 (P value 0.01) and stage III (P value < 0.001) disease. The multivariate Cox proportional hazard model showed that T stage (HR 1.33, 95 % CI 0.97-1.82), tumor size >45 mm (HR 1.32, 95 % CI 1.02-1.70), N stage (HR 1.41, 95 % CI 0.98-2.01) and PLNR ≥0.15 (HR 1.35, 95 % CI 0.87-1.74) were independent risk factors for prognostic prediction in ESCC patients. Meanwhile, 117 II∼III ESCC patients from Shaanxi Provincial People's Hospital shown that the overall survival with a PLNR <0.15 (n = 96) was significantly longer than that with a PLNR ≥0.15 (n = 21) . Conclusions The PLNR is useful for accurately predicting clinical outcomes and determining postoperative strategies.
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Affiliation(s)
| | - Jinyan Yuan
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
| | - Shuge Kang
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
| | - Yuanye Yang
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
| | - Xing Huang
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
| | - Hui Xu
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
| | - Kai Guo
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
| | - Wei Tian
- Department of Thoracic Surgery, Shaanxi Provincial People's Hospital, Youyi Road, Xi'an, Shaanxi, 710068, China
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Ma T, Cui J, Shi P, Liang M, Song W, Zhang X, Wang L, Shi Y. Assessing the role of central lymph node ratio in predicting recurrence in N1a low-to-intermediate risk papillary thyroid carcinoma. Front Endocrinol (Lausanne) 2023; 14:1158826. [PMID: 37790606 PMCID: PMC10543417 DOI: 10.3389/fendo.2023.1158826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 08/23/2023] [Indexed: 10/05/2023] Open
Abstract
Introduction Lymph node metastasis in patients with papillary thyroid carcinoma (PTC) is associated with postoperative recurrence. Recently, most studies have focused on the evaluation of recurrence in patients with late-stage PTC, with limited data on those with early-stage PTC. We aimed to assess the relationship between lymph node ratio (LNR) and recurrence in low-to-intermediate-risk patients and validate its diagnostic efficiency in both structural (STR) and biochemical recurrence (BIR). Methods Clinical data of patients with PTC diagnosed at the Affiliated Hospital of Jining Medical University were retrospectively collected. The optimal LNR cut-off values for disease-free survival (DFS) were determined using X-tile software. Predictors were validated using univariate and multivariate Cox regression analyses. Results LNR had a higher diagnostic effectiveness than metastatic lymph nodes in patients with low-to-intermediate recurrence risk N1a PTC. The optimal LNR cutoff values for STR and BIR were 0.75 and 0.80, respectively. Multivariate Cox regression analysis showed that LNR≥0.75 and LNR≥0.80 were independent factors for STR and BIR, respectively. The 5-year DFS was 90.5% in the high LNR (≥0.75) and 96.8% in low LNR (<0.75) groups for STR. Regarding BIR, the 5-year DFS was 75.7% in the high LNR (≥0.80) and 86.9% in low LNR (<0.80) groups. The high and low LNR survival curves exhibited significant differences on the log-rank test. Conclusion LNR was associated with recurrence in patients with low-to-intermediate recurrence risk N1a PTC. We recommend those with LNR≥0.75 require a comprehensive evaluation of lateral neck lymphadenopathy and consideration for lateral neck dissection and RAI treatment.
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Affiliation(s)
- Teng Ma
- Department of Thyroid Surgery, Affiliated Hospital of Jining Medical University, Jining, Shandong, China
- Breast Disease Center, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Jian Cui
- Breast Disease Center, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Peng Shi
- Department of Thyroid Surgery, Affiliated Hospital of Jining Medical University, Jining, Shandong, China
| | - Mei Liang
- Department of Thyroid Surgery, Affiliated Hospital of Jining Medical University, Jining, Shandong, China
| | - Wenxiao Song
- Department of Thyroid Surgery, Affiliated Hospital of Jining Medical University, Jining, Shandong, China
| | - Xueyan Zhang
- Qingdao Medical College, Qingdao University, Qingdao, Shandong, China
| | - Lulu Wang
- Department of Cardiovascular Surgery, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Yafei Shi
- Department of Thyroid Surgery, Affiliated Hospital of Jining Medical University, Jining, Shandong, China
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Shukla A, Kalayarasan R, Gnanasekaran S, Pottakkat B. Appraisal of gastric stump carcinoma and current state of affairs. World J Clin Cases 2023; 11:2864-2873. [PMID: 37215417 PMCID: PMC10198071 DOI: 10.12998/wjcc.v11.i13.2864] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/21/2023] [Accepted: 03/30/2023] [Indexed: 04/25/2023] Open
Abstract
Gastric stump carcinoma, also known as remnant gastric carcinoma, is a malignancy arising in the remnant stomach following gastrectomy for a benign or malignant condition. Enterogastric reflux and preexisting risk factors in a patient with gastric cancer are the major contributors to the development of gastric stump carcinoma. The occurrence of gastric stump carcinoma is time-dependent and seen earlier in patients operated on for malignant rather than benign diseases. The tumor location is predominantly at the anastomotic site towards the stomach. However, it can occur anywhere in the remnant stomach. The pattern of lymph node involvement and the type of surgery required is distinctly different compared to primary gastric cancer. Gastric stump carcinoma is traditionally considered a malignancy with a dismal outcome. However, recent advances in diagnostic and therapeutic strategies have improved outcomes. Recent advances in molecular profiling of gastric stump carcinoma have identified distinct molecular subtypes, thereby providing novel therapeutic targets. Also, reports of gastric stump carcinoma following pancreatoduodenectomy and bariatric surgery highlight the need for more research to standardize the diagnosis, staging, and treatment of these tumors. The present review aims to provide an overview of gastric stump carcinoma highlighting the differences in clinicopathological profile and management compared to primary gastric carcinoma.
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Affiliation(s)
- Ankit Shukla
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Raja Kalayarasan
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Senthil Gnanasekaran
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
| | - Biju Pottakkat
- Department of Surgical Gastroenterology, Jawaharlal Institute of Postgraduate Medical Education and Research, Puducherry 605006, India
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Hayashi M, Fujita T, Matsushita H. Evaluating the optimal treatment strategy for early and advanced remnant gastric cancer. ANZ J Surg 2022; 92:2907-2914. [PMID: 36117449 DOI: 10.1111/ans.18049] [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: 06/20/2022] [Revised: 08/21/2022] [Accepted: 09/02/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND This study assessed lymph node metastasis characteristics to investigate the optimal treatment strategy for early and advanced remnant gastric cancer (RGC). METHODS Cases of completion gastrectomy for RGC were enrolled. The frequency of lymph node metastasis was investigated, and risk factors for metastasis were identified. The clinical significance of completion gastrectomy in early remnant gastric carcinoma cases was also examined. In advanced cases, 3-year survival was analysed to investigate the prognostic importance of lymph node dissection and splenectomy. RESULTS Seventy-nine patients were included. Lymphatic invasion and pathological tumour depth were identified as risk factors for lymph node metastasis. There was no metastasis in the pT1 cases. In advanced cases, the incidence of lymph node #10 and jejunal lymph node metastasis was 8.3-10.0% and 17.6%, respectively. Prognosis was found to be unrelated with splenectomy. CONCLUSIONS Lymphatic invasion and pathological T status were identified as risk factors for LN metastasis in RGC. Additional gastrectomy after ESD might not be mandatory for early RGC cases. For advanced RGC cases, splenectomy might not improve patient prognosis, however, lymph node dissection of jejunal and #10 lymph nodes should be considered due to its high incidence of metastasis.
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Affiliation(s)
- Masato Hayashi
- Department of Surgery, Tochigi Cancer Center Hospital, Utsunomiya, Tochigi, Japan
| | - Takeshi Fujita
- Department of Surgery, Tochigi Cancer Center Hospital, Utsunomiya, Tochigi, Japan
| | - Hisayuki Matsushita
- Department of Surgery, Tochigi Cancer Center Hospital, Utsunomiya, Tochigi, Japan
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Wu D, Song QY, Li XG, Xie TY, Lu YX, Zhang BL, Li S, Wang XX. 3D laparoscopic-assisted vs open gastrectomy for carcinoma in the remnant stomach: A retrospective cohort study. World J Gastrointest Surg 2022; 14:754-764. [PMID: 36157370 PMCID: PMC9453325 DOI: 10.4240/wjgs.v14.i8.754] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 05/02/2022] [Accepted: 07/31/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Three-dimensional (3D) laparoscopic technique has gradually been applied to the treatment of carcinoma in the remnant stomach (CRS), but its clinical efficacy remains controversial.
AIM To compare the short-term and long-term results of 3D laparoscopic-assisted gastrectomy (3DLAG) with open gastrectomy (OG) for CRS.
METHODS The clinical data of patients diagnosed with CRS and admitted to the First Medical Center of Chinese PLA General Hospital from January 2016 to January 2021 were retrospectively collected. A total of 84 patients who met the inclusion and exclusion criteria were enrolled. All their clinical data were collected and a database was established. All patients were treated with 3DLAG or OG by experienced surgeons and were divided into two groups based on the different surgical methods mentioned above. By using outpatient and telephone follow-up, we were able to determine postoperative survival and tumor status. The postoperative short-term efficacy and 1-year and 3-year overall survival (OS) rates were compared between the two groups.
RESULTS Among 84 patients with CRS, 48 were treated with OG and 36 with 3DLAG. All patients successfully completed surgery. There was no significant difference between the two groups in terms of age, gender, body mass index, ASA score, initial disease state (benign or malignant), primary surgical anastomosis method, interval time of carcinogenesis, and tumorigenesis site. Patients in the 3DLAG group experienced less intraoperative blood loss (188.33 ± 191.35 mL vs 305.83 ± 303.66 mL; P = 0.045) and smaller incision (10.86 ± 3.18 cm vs 20.06 ± 5.17 cm; P < 0.001) than those in the OG group. 3DLAGC was a more minimally invasive method. 3DLAGC retrieved significantly more lymph nodes than OG (14.0 ± 7.17 vs 10.73 ± 6.82; P = 0.036), whereas the number of positive lymph nodes did not differ between the two groups (1.56 ± 2.84 vs 2.35 ± 5.28; P = 0.413). The complication rate (8.3% vs 20.8%; P = 0.207) and intensive care unit admission rate (5.6% vs 14.5%; P = 0.372) were equivalent between the two groups. In terms of postoperative recovery, the 3DLAGC group had a lower visual analog score, shorter indwelling time of gastric and drainage tubes, shorter time of early off-bed motivation, shorter time of postoperative initial flatus and initial soft diet intake, shorter postoperative hospital stay and total hospital stay, and there were significant differences, showing better short-term efficacy. The 1-year and 3-year OS rates of OG group were 83.2% [95% confidence interval (CI): 72.4%-95.6%] and 73.3% (95%CI: 60.0%-89.5%) respectively. The 1-year and 3-year OS rates of the 3DLAG group were 87.3% (95%CI: 76.4%-99.8%) and 75.6% (95%CI: 59.0%-97.0%), respectively. However, the 1-year and 3-year OS rates were similar between the two groups, which suggested that long-term survival results were comparable between the two groups (P = 0.68).
CONCLUSION Compared with OG, 3DLAG for CRS achieved better short-term efficacy and equivalent oncological results without increasing clinical complications. 3DLAG for CRS can be promoted safely and effectively in selected patients.
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Affiliation(s)
- Di Wu
- Medical School of Chinese PLA, Beijing 100853, China
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Qi-Ying Song
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Xiong-Guang Li
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Tian-Yu Xie
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Yi-Xun Lu
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Ben-Long Zhang
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Shuo Li
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
| | - Xin-Xin Wang
- Department of General Surgery, The First Medical Centre, Chinese PLA General Hospital, Beijing 100853, China
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Yalkin O, Iflazoglu N, Deniz O, Uzunoglu MY, Turhan EI. Is there a survival difference between older adult and younger adult patients with locally advanced gastric cancer with the same lymph node ratio? J Geriatr Oncol 2022; 13:962-969. [PMID: 35739052 DOI: 10.1016/j.jgo.2022.06.006] [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: 03/14/2022] [Revised: 05/27/2022] [Accepted: 06/14/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE The aim of this study was to clarify the prognostic value of the pathological lymph node ratio for older adult and younger adult gastric cancer patients and to evaluate whether there is a difference in the survival of patients with the same lymph node ratio (LNR). MATERIALS AND METHODS A total of 222 patients diagnosed with locally advanced gastric cancer who underwent upfront gastrectomy without neoadjuvant chemotherapy and had negative surgical margins were included. The patients were divided into two groups according to age. Clinicopathological properties of the two groups were compared. Potential prognostic factors affecting survival were analyzed. Subsequently, the effect of lymphadenectomy and LNR on survival in both groups was evaluated. RESULTS Thirty patients with perioperative mortality were excluded and 192 patients were analyzed. Significant differences were detected in terms of hemoglobin and albumin levels between older adult patients and younger adult patients (p < 0.05). Overall survival (OS) was significantly worse in older adult patients (22 months vs. 67 months, p < 0.001). The survival rates in older adult patients were significantly lower from those of younger adult in the subgroup LNR Stage 2 (12.1% vs. 47.9%, p = 0.004) and LNR Stage 3 classification (9.1% vs. 34.1%, p = 0.039). LNR was found to be significant for OS with a cut-off point of 0.18. CONCLUSION A survival difference was found between the older adult and younger adult patients with the same LNR. LNR was found to be an independent factor for survival especially in older adult patients. Survival was found to be further decreased in older adult patients compared to younger adult patients with increasing LNR.
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Affiliation(s)
- Omer Yalkin
- University of Health Sciences, Bursa City Hospital, Department of Surgical Oncology, Bursa, Turkey.
| | - Nidal Iflazoglu
- University of Health Sciences, Bursa City Hospital, Department of Surgical Oncology, Bursa, Turkey
| | - Olgun Deniz
- University of Health Sciences, Bursa City Hospital, Department of Geriatric, Bursa, Turkey
| | - Mustafa Yener Uzunoglu
- University of Health Sciences, Bursa City Hospital, Department of General Surgery, Bursa, Turkey
| | - Ezgi Isil Turhan
- University of Health Sciences, Bursa City Hospital, Department of Pathology, Bursa, Turkey
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Ambrosio MR, Perotti B, Battini A, Fattorini C, Cavazzana A, Pasqua R, Palumbo P, Gia L, Arganini M. Surgeon-Pathologist Team Approach Dramatically Affects Lymph Nodes Detection and Improves Patients' Short-Term Outcome. Cancers (Basel) 2022; 14:cancers14041034. [PMID: 35205783 PMCID: PMC8870551 DOI: 10.3390/cancers14041034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 02/07/2022] [Accepted: 02/11/2022] [Indexed: 11/16/2022] Open
Abstract
Simple Summary Appropriate lymph node harvesting for patients with gastric cancer is fundamental for a correct staging and is strongly related to survival. In this study, we present a new protocol for on-site macroscopic evaluation and sampling of lymph nodes for gastric cancer patients. With the joint collaboration of surgeons and pathologists, our method aims to provide the largest possible number of analyzed lymph nodes per patient, allowing for a better staging. We are convinced that this approach is routinely feasible, and our preliminary results seem to confirm better patient stratification compared to other lymph node dissection methods. Abstract The downstaging of gastric cancer has recently gained particular attention in the field of gastric cancer surgery. The phenomenon is mainly due to an inappropriate sampling of lymph nodes during standard lymphadenectomy. Hence, collection of the maximum number of lymph nodes is a critical factor affecting the outcome of patients. None of the techniques proposed so far have demonstrated a real efficiency in increasing the number of identified lymph nodes. To harvest the maximum number of lymph nodes, we designed a protocol for on-site macroscopic evaluation and sampling of lymph nodes according to the Japanese Gastric Cancer Association protocol. The procedure was carried out by a surgeon/pathologist team in the operating room. We enrolled one hundred patients, 50 of whom belonged to the study group and 50 to a control group. The study group included patients who underwent lymph node dissection following the proposed protocol; the control group encompassed patients undergoing standard procedures for sampling. We compared the number and maximum diameter of lymph nodes collected in both groups, as well as some postoperative variables, the 30-day mortality and the overall survival. In the study group, the mean number of lymph nodes harvested was higher than the control one (p = 0.001). Moreover, by applying the proposed technique, we sampled lymph nodes with a very small diameter, some of which were metastatic. Noticeably, no difference in terms of postoperative course was identified between the two groups, again supporting the feasibility of an extended lymphadenectomy. By comparing the prognosis of patients, a better overall survival (p = 0.03) was detected in the study group; however, to date, no long-term follow-up is available. Interestingly, patients with metastasis in node stations number 8, 9, 11 or with skip metastasis, experienced a worse outcome and died. Based on our preliminary results, the pathologist/surgeon team approach seems to be a reliable option, despite of a slight increase in sfaff workload and technical cost. It allows for the harvesting of a larger number of lymph nodes and improves the outcome of the patients thanks to more precise staging and therapy. Nevertheless, since a higher number of patients are necessary to confirm our findings and assess the impact of this technique on oncological outcome, our study could serve as a proof-of-concept for a larger, multicentric collaboration.
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Affiliation(s)
- Maria Raffaella Ambrosio
- Pathology Unit, Azienda Sanitaria Toscana Nord-Ovest, Via Cocchi 1, 56121 Pisa, Italy; (C.F.); (A.C.)
- Correspondence:
| | - Bruno Perotti
- Surgery Unit, Ospedale Unico Versilia and Nuovo Ospedale Apuane, Azienda Sanitaria Toscana Nord Ovest, 56121 Pisa, Italy; (B.P.); (A.B.); (L.G.); (M.A.)
| | - Alda Battini
- Surgery Unit, Ospedale Unico Versilia and Nuovo Ospedale Apuane, Azienda Sanitaria Toscana Nord Ovest, 56121 Pisa, Italy; (B.P.); (A.B.); (L.G.); (M.A.)
| | - Caterina Fattorini
- Pathology Unit, Azienda Sanitaria Toscana Nord-Ovest, Via Cocchi 1, 56121 Pisa, Italy; (C.F.); (A.C.)
| | - Andrea Cavazzana
- Pathology Unit, Azienda Sanitaria Toscana Nord-Ovest, Via Cocchi 1, 56121 Pisa, Italy; (C.F.); (A.C.)
| | - Rocco Pasqua
- Department of Surgical Sciencies, University “La Sapienza”, 00100 Roma, Italy; (R.P.); (P.P.)
| | - Piergaspare Palumbo
- Department of Surgical Sciencies, University “La Sapienza”, 00100 Roma, Italy; (R.P.); (P.P.)
| | - Liano Gia
- Surgery Unit, Ospedale Unico Versilia and Nuovo Ospedale Apuane, Azienda Sanitaria Toscana Nord Ovest, 56121 Pisa, Italy; (B.P.); (A.B.); (L.G.); (M.A.)
| | - Marco Arganini
- Surgery Unit, Ospedale Unico Versilia and Nuovo Ospedale Apuane, Azienda Sanitaria Toscana Nord Ovest, 56121 Pisa, Italy; (B.P.); (A.B.); (L.G.); (M.A.)
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Subtotal versus total gastrectomy for remnant gastric cancer: a systematic review and meta-analysis of observational studies. Langenbecks Arch Surg 2021; 406:1379-1385. [PMID: 33694022 DOI: 10.1007/s00423-021-02144-6] [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: 12/23/2020] [Accepted: 03/03/2021] [Indexed: 10/21/2022]
Abstract
PURPOSE Subtotal gastrectomy (SG) has become a general option for distal gastric cancer. However, the availability of an organ-preserving approach for the treatment of remnant gastric cancer (RGC) is still controversial. Thus, the objective of the present study was to assess the safety and efficacy of SG for RGC by integrating data from published articles. METHODS We searched the PubMed, Cochrane Library, and Web of Science databases for studies that compared SG versus total gastrectomy (TG) for RGC published from the inception of the databases until May 2020. A meta-analysis was performed using the Review Manager Version 5.0 software program from the Cochrane Collaboration. RESULTS Three retrospective cohort studies with 144 patients were included. The meta-analysis revealed that the operative time of the SG group was significantly shorter than that in the TG group (MD: -34.84. 95% CI: -59.97- -9.71, P = 0.007). There was no significant difference in intraoperative blood loss (MD: -109.19. 95% CI: -240.37-21.99, P =0.10), length of postoperative hospital stay (MD: 0.40. 95% CI: -3.03-3.83, P = 0.82), postoperative complications (RR: 1.41. 95% CI: 0.76-2.63, P = 0.28), or recurrence (RR: 2.33, 95% CI: 0.48-11.44, P = 0.30). SG for RGC tended to be correlated with favorable 5-year overall survival; however, the association was not statistically significant (HR: 0.89, 95% CI: 0.63-1.26, P = 0.51). CONCLUSION Organ-preserving approaches such as SG may be a safe and feasible treatment option for early-stage RGC.
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