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Chen H, Gou L, Fang Z, Dou Q, Chen H, Chen C, Qiu Y, Zhang J, Ning C, Hu Y, Deng H, Yu J, Li G. Artificial intelligence assisted real-time recognition of intra-abdominal metastasis during laparoscopic gastric cancer surgery. NPJ Digit Med 2025; 8:9. [PMID: 39757250 DOI: 10.1038/s41746-024-01372-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Accepted: 12/04/2024] [Indexed: 01/07/2025] Open
Abstract
Laparoscopic exploration (LE) is crucial for diagnosing intra-abdominal metastasis (IAM) in advanced gastric cancer (GC). However, overlooking single, tiny, and occult IAM lesions during LE can severely affect the treatment and prognosis due to surgeons' visual misinterpretations. To address this, we developed the artificial intelligence laparoscopic exploration system (AiLES) to recognize IAM lesions with various metastatic extents and locations. The AiLES was developed based on a dataset consisting of 5111 frames from 100 videos, using 4130 frames for model development and 981 frames for evaluation. The AiLES achieved a Dice score of 0.76 and a recognition speed of 11 frames per second, demonstrating robust performance in different metastatic extents (0.74-0.76) and locations (0.63-0.90). Furthermore, AiLES performed comparably to novice surgeons in IAM recognition and excelled in recognizing tiny and occult lesions. Our results demonstrate that the implementation of AiLES could enhance accurate tumor staging and assist individualized treatment decisions.
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Affiliation(s)
- Hao Chen
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Longfei Gou
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhiwen Fang
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China
- Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China
| | - Qi Dou
- Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China
| | - Haobin Chen
- Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Chang Chen
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Yuqing Qiu
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Jinglin Zhang
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Chenglin Ning
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Yanfeng Hu
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Haijun Deng
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
| | - Jiang Yu
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
| | - Guoxin Li
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, Southern Medical University, Guangzhou, China.
- Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China.
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Ofluoğlu CB, Aydın IC, Mülküt F, Uzun O, Senger AS, Gülmez S, Duman U, Polat E, Duman M. Diagnostic Efficacy of Staging Laparoscopy Compared to CT and PET-CT in Gastric Cancer: A Retrospective Cohort Analysis. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:2079. [PMID: 39768958 PMCID: PMC11677282 DOI: 10.3390/medicina60122079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/09/2024] [Accepted: 12/17/2024] [Indexed: 01/11/2025]
Abstract
Background and Objectives: This study aimed to assess the diagnostic accuracy and prognostic significance of staging laparoscopy (SL) compared to computed tomography (CT) and positron emission tomography-computed tomography (PET-CT) in gastric cancer staging. We evaluated the ability of SL to detect occult peritoneal metastases and influence of SL on survival outcomes across cancer stages and treatment approaches. Materials and Methods: In this retrospective cohort study, 95 patients with gastric cancer underwent preoperative assessment using CT, PET-CT, and SL between 2018 and 2024. Diagnostic performance metrics were calculated for SL, CT, and PET/CT across the local, locally advanced, and metastatic stages. Survival outcomes were analyzed using Kaplan-Meier curves, and comparisons were made using log-rank tests. A multivariable Cox proportional hazards model incorporating interaction terms was used to determine the independent prognostic factors affecting survival, focusing on SL findings and cytology results. Results: The cohort comprised 75 males (78.9%) and 20 females (21.1%), with a mean age of 57.4 ± 10.1 years. The tumor location distribution was predominant in the corpus (31.1%) and cardia. Tumor staging revealed that 48.1% were classified as T3 and 28.8% as T4, respectively. Diagnostic accuracy analysis showed that SL outperformed CT and PET-CT in detecting peritoneal metastasis across all stages. Specifically, SL demonstrated a sensitivity and specificity of 85% and 95% for local disease, 92% and 80% for locally advanced disease, and 95% and 99% for metastatic disease, significantly exceeding those of CT and PET-CT. Patients with SL findings had a median overall survival (OS) of 30 months compared with 20 months for those assessed only with CT and PET-CT (p < 0.05). The stage-specific median OS for SL patients was 40 months in the local, 25 months in the locally advanced (p < 0.05), and 15 months in the metastatic disease (p < 0.01) groups, indicating significant survival benefits. Multivariable Cox regression identified SL findings as an independent factor associated with reduced mortality risk (HR: 0.70, 95% CI: 0.50-0.90, p < 0.01), while positive cytology findings predicted poorer survival (HR: 1.80, 95% CI: 1.25-2.60, p < 0.01). Interaction terms revealed that SL yielded greater survival benefits in patients with metastatic disease (hazard ratio [HR]: 0.60, p < 0.01) and those undergoing systemic therapy (HR: 0.75, p = 0.04). Conclusions: SL provides superior diagnostic accuracy and prognostic information for advanced gastric cancer staging compared with CT and PET-CT. By accurately detecting peritoneal metastasis, SL aids in optimizing treatment plans, particularly in advanced stages, thus potentially improving patient outcomes.
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Affiliation(s)
- Cem Batuhan Ofluoğlu
- Department of Gastroenterology Surgery, Sancaktepe Sehit Prof. Dr. İlhan Varank Training and Research Hospital, University of Health Sciences, 34147 Istanbul, Turkey
| | - Isa Caner Aydın
- Gastroenterology Surgery Clınıc, Zonguldak Atatürk State Hospital, Health Mınıstry of Turkısh Republıc, 34147 Zonguldak, Turkey;
| | - Fırat Mülküt
- Department of General Surgery, Sancaktepe Sehit Prof. Dr. İlhan Varank Training and Research Hospital, University of Health Sciences, 34147 Istanbul, Turkey;
| | - Orhan Uzun
- Gastroenterology Surgery Clınıc, Koşuyolu Hıgh Specıalızatıon Educatıon and Research Hospıtal, University of Health Sciences, 34147 Istanbul, Turkey; (O.U.); (A.S.S.); (S.G.); (E.P.); (M.D.)
| | - Aziz Serkan Senger
- Gastroenterology Surgery Clınıc, Koşuyolu Hıgh Specıalızatıon Educatıon and Research Hospıtal, University of Health Sciences, 34147 Istanbul, Turkey; (O.U.); (A.S.S.); (S.G.); (E.P.); (M.D.)
| | - Selçuk Gülmez
- Gastroenterology Surgery Clınıc, Koşuyolu Hıgh Specıalızatıon Educatıon and Research Hospıtal, University of Health Sciences, 34147 Istanbul, Turkey; (O.U.); (A.S.S.); (S.G.); (E.P.); (M.D.)
| | - Uğur Duman
- General Surgery Clınıc, Bursa Yüksek İhtisas Training and Research Hospital, University of Health Sciences, Bursa Provincial Health Directorate, 16290 Bursa, Turkey;
| | - Erdal Polat
- Gastroenterology Surgery Clınıc, Koşuyolu Hıgh Specıalızatıon Educatıon and Research Hospıtal, University of Health Sciences, 34147 Istanbul, Turkey; (O.U.); (A.S.S.); (S.G.); (E.P.); (M.D.)
| | - Mustafa Duman
- Gastroenterology Surgery Clınıc, Koşuyolu Hıgh Specıalızatıon Educatıon and Research Hospıtal, University of Health Sciences, 34147 Istanbul, Turkey; (O.U.); (A.S.S.); (S.G.); (E.P.); (M.D.)
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Feng QX, Zhu ZN, Li Q, Liu XS. Dual-energy CT quantitative parameters to evaluate occult peritoneal metastasis in advanced gastric cancer preoperatively. Abdom Radiol (NY) 2024; 49:3309-3318. [PMID: 38634880 DOI: 10.1007/s00261-024-04303-x] [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: 01/20/2024] [Revised: 03/14/2024] [Accepted: 03/20/2024] [Indexed: 04/19/2024]
Abstract
PURPOSE To explore whether dual-energy CT (DECT) quantitative parameters could provide analytic value for the diagnosis of patients with occult peritoneal metastasis (OPM) in advanced gastric cancer preoperatively. MATERIALS AND METHODS This retrospective study included 219 patients with advanced gastric cancer and DECT scans. The patient's clinical data and DECT related iodine concentration (IC) parameters and effective atomic number (Zeff) were collated and analyzed among noun-peritoneal metastasis (NPM), OPM and radiologically peritoneal metastasis (RPM) groups. The predictive performance of the DECT parameters was compared with that of the conventional CT features and clinical characteristics through evaluating area under curve of the precision-recall (AUC-PR), F1 score, balanced accuracy, sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). RESULTS Borrmann IV type diagnosed on CT and serum tumor indicator CA125 index were statistically different between the NPM and OPM groups. DECT parameters included IC, normalized IC (NIC), and Zeff of PM group were lower than the NPM group. The DECT predictive nomogram combined three independent DECT parameters produced a better diagnostic performance than the conventional CT feature Borrmann IV type and serum CA125 index in AUC-PR with 0.884 vs 0.368 vs 0.189, but similar to the combined indicator which was based on the DECT parameters, the conventional CT feature, and serum CA125 index in AUC-PR with 0.884 vs 0.918. CONCLUSION The lower quantitative NIC, IC ratio, and Zeff on DECT was associated with peritoneal metastasis in advanced gastric cancer and was promising to identify patients with OPM noninvasively.
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Affiliation(s)
- Qiu-Xia Feng
- Department of Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210009, Jiangsu Province, China
| | - Zhen-Ning Zhu
- Department of Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210009, Jiangsu Province, China
| | - Qiong Li
- Department of Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210009, Jiangsu Province, China
| | - Xi-Sheng Liu
- Department of Radiology, The First Affiliated Hospital With Nanjing Medical University, No. 300, Guangzhou Road, Nanjing, 210009, Jiangsu Province, China.
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Fabbi M, Milani MS, Giacopuzzi S, De Werra C, Roviello F, Santangelo C, Galli F, Benevento A, Rausei S. Adherence to Guidelines for Diagnosis, Staging, and Treatment for Gastric Cancer in Italy According to the View of Surgeons and Patients. J Clin Med 2024; 13:4240. [PMID: 39064280 PMCID: PMC11277783 DOI: 10.3390/jcm13144240] [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: 06/25/2024] [Revised: 07/09/2024] [Accepted: 07/16/2024] [Indexed: 07/28/2024] Open
Abstract
Background: Despite the strong declining trends in incidence and mortality over the last decades, gastric cancer (GC) is still burdened with high mortality, even in high-income countries. To improve GC prognosis, several guidelines have been increasingly published with indications about the most appropriate GC management. The Italian Society of Digestive System Pathology (SIPAD) and Gastric Cancer Italian Research Group (GIRCG) designed a survey for both surgeons and patients with the purpose of evaluating the degree of application and adherence to guidelines in GC management in Italy. Materials and Methods: Between January and May 2022, a questionnaire has been administered to a sample of Italian surgeons and, in a simplified version, to members of the Patient Association "Vivere Senza Stomaco" (patients surgically treated for GC between 2008 and 2021) to investigate the diagnosis, staging, and treatment issues. Results: The survey has been completed by 125 surgeons and 125 patients. Abdominal CT with gastric hydro-distension before treatment was not widespread in both groups (47% and 42%, respectively). The rate of surgeons stating that they do not usually perform minimally invasive gastrectomy was 15%, but the rate of patients who underwent a minimally invasive approach was 22% (between 2011 and 2022). The percentage of surgeons declaring to perform extended lymphadenectomy (>D2) was 97%, although a limited lymph node dissection rate was observed in about 35% of patients. Conclusions: This survey shows several important discrepancies from surgical attitudes declared by surgeons and real data derived from the reports available to the patients, suggesting heterogeneous management in clinical practice and, thus, a not rigorous adherence to the guidelines.
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Affiliation(s)
- Manrica Fabbi
- Department of General Surgery, Cittiglio-Angera Hospital, ASST Settelaghi, 21033 Varese, Italy; (M.S.M.); (S.R.)
| | - Marika Sharmayne Milani
- Department of General Surgery, Cittiglio-Angera Hospital, ASST Settelaghi, 21033 Varese, Italy; (M.S.M.); (S.R.)
| | - Simone Giacopuzzi
- General and Upper GI Surgery Division, Department of Surgery, University of Verona, 37134 Verona, Italy;
| | - Carlo De Werra
- Department of Advanced Biomedical Sciences, Federico II University Hospital, 80131 Naples, Italy;
| | - Franco Roviello
- Department of Medical Surgical Sciences and Neurosciences, Section of General Surgery and Surgical Oncology, Istituto Toscano Tumori (ITT), University Hospital of Siena, University of Siena, 53100 Siena, Italy;
| | | | - Federica Galli
- Department of General Surgery, Gallarate Hospital, ASST Valle Olona, 21013 Gallarate, Italy; (F.G.); (A.B.)
| | - Angelo Benevento
- Department of General Surgery, Gallarate Hospital, ASST Valle Olona, 21013 Gallarate, Italy; (F.G.); (A.B.)
| | - Stefano Rausei
- Department of General Surgery, Cittiglio-Angera Hospital, ASST Settelaghi, 21033 Varese, Italy; (M.S.M.); (S.R.)
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5
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Nobel T, Sihag S. Advances in Diagnostic, Staging, and Restaging Evaluation of Esophageal and Gastric Cancer. Surg Oncol Clin N Am 2024; 33:467-485. [PMID: 38789190 DOI: 10.1016/j.soc.2024.02.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
The initial endoscopic and staging evaluation of esophagogastric cancers must be accurate and comprehensive in order to select the optimal therapeutic plan for the patient. Esophageal and gastric cancers (and treatment paradigms) are delineated by their proximity to the cardia (within 2 cm). The most frequent and important symptom that informs the initial staging evaluation is dysphagia, which is associated with at least cT3 or locally advanced disease. Endoscopic ultrasound is often needed if earlier stage disease is suspected, preferably in combination with endoscopic mucosal or submucosal resection or fine-needle aspiration of suspicious lymph nodes to enhance staging accuracy.
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Affiliation(s)
- Tamar Nobel
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, C-881, New York, NY 10065, USA
| | - Smita Sihag
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, C-881, New York, NY 10065, USA.
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Ding P, Wu H, Wu J, Li T, Gu R, Zhang L, Yang P, Guo H, Tian Y, He J, Yang J, Meng N, Li X, Meng L, Zhao Q. Transcriptomics-based liquid biopsy panel for early non-invasive identification of peritoneal recurrence and micrometastasis in locally advanced gastric cancer. J Exp Clin Cancer Res 2024; 43:181. [PMID: 38937855 PMCID: PMC11212226 DOI: 10.1186/s13046-024-03098-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 06/10/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND This study aimed to develop a novel six-gene expression biomarker panel to enhance the early detection and risk stratification of peritoneal recurrence and micrometastasis in locally advanced gastric cancer (LAGC). METHODS We used genome-wide transcriptome profiling and rigorous bioinformatics to identify a six-gene expression biomarker panel. This panel was validated across multiple clinical cohorts using both tissue and liquid biopsy samples to predict peritoneal recurrence and micrometastasis in patients with LAGC. RESULTS Through genome-wide expression profiling, we identified six mRNAs and developed a risk prediction model using 196 samples from a surgical specimen training cohort. This model, incorporating a 6-mRNA panel with clinical features, demonstrated high predictive accuracy for peritoneal recurrence in gastric cancer patients, with an AUC of 0.966 (95% CI: 0.944-0.988). Transitioning from invasive surgical or endoscopic biopsy to noninvasive liquid biopsy, the model retained its predictive efficacy (AUC = 0.963; 95% CI: 0.926-1.000). Additionally, the 6-mRNA panel effectively differentiated patients with or without peritoneal metastasis in 95 peripheral blood specimens (AUC = 0.970; 95% CI: 0.936-1.000) and identified peritoneal micrometastases with a high efficiency (AUC = 0.941; 95% CI: 0.874-1.000). CONCLUSIONS Our study provides a novel gene expression biomarker panel that significantly enhances early detection of peritoneal recurrence and micrometastasis in patients with LAGC. The RSA model's predictive capability offers a promising tool for tailored treatment strategies, underscoring the importance of integrating molecular biomarkers with clinical parameters in precision oncology.
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Affiliation(s)
- Ping'an Ding
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Haotian Wu
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Jiaxiang Wu
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Tongkun Li
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Renjun Gu
- School of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China
- Department of Gastroenterology and Hepatology, Jinling Hospital, Medical School of Nanjing University, Nanjing, Jiangsu, 210002, China
| | - Lilong Zhang
- Department of General Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, 430065, China
| | - Peigang Yang
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Honghai Guo
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Yuan Tian
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Jinchen He
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Jiaxuan Yang
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China
| | - Ning Meng
- Department of General Surgery, Shijiazhuang People's Hospital , Shijiazhuang, Hebei, 050050, China
| | - Xiaolong Li
- Department of General Surgery, Baoding Central Hospital, Baoding , Hebei, 071030, China
| | - Lingjiao Meng
- Research Center and Tumor Research Institute of the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China.
| | - Qun Zhao
- The Third Department of Surgery, the Fourth Hospital of Hebei Medical University, Shijiazhuang, 050011, China.
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China.
- Big Data Analysis and Mining Application for Precise Diagnosis and Treatment of Gastric Cancer Hebei Provincial Engineering Research Center, Shijiazhuang, 050011, China.
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van Hootegem SJM, Chmelo J, van der Sluis PC, Lagarde SM, Phillips AW, Wijnhoven BPL. The yield of diagnostic laparoscopy with peritoneal lavage in gastric adenocarcinoma: A retrospective cohort study. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:108233. [PMID: 38428107 DOI: 10.1016/j.ejso.2024.108233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 01/24/2024] [Accepted: 02/25/2024] [Indexed: 03/03/2024]
Abstract
INTRODUCTION Diagnostic laparoscopy (DL) with peritoneal lavage has been adopted as a standard staging procedure for patients with gastric cancer (GC). Evaluation of the value of DL is important given ongoing improvements in diagnostic imaging and treatment. As contemporary data from European centres are sparse, this retrospective cohort study aimed to assess the yield of DL in patients with potentially curable gastric cancer, and to identify predictive factors for peritoneal metastases. METHODS Patients with adenocarcinoma of the stomach, treated between January 2016 and December 2018, were identified from institutional databases of two high volume European Upper-GI centres. Patients who underwent a DL with peritoneal lavage for potentially curable disease after clinical staging with imaging (cT1-4N0-3M0) were included. The primary outcome was the proportion of patients with a positive DL, defined as macroscopic metastatic disease, positive peritoneal cytology washings (PC+) or locally irresectable disease. RESULTS Some 80 of 327 included patients (24.5%) had a positive DL, excluding these patients from neoadjuvant treatment (66 of 327; 20.2%) and/or surgical resection (76 of 327; 23.2%). In 34 of 327 patients (10.3%), macroscopic metastatic disease was seen, with peritoneal deposits in 30 of these patients. Only 16 of 30 patients with peritoneal disease had positive cytology. Some 41 of 327 patients (12.5%) that underwent DL had PC+ in the absence of macroscopic metastases and five patients (1.5%) had an irresectable primary tumour. Diffuse type carcinoma had the highest risk of peritoneal dissemination, irrespective of cT and cN categories. CONCLUSION The diagnostic yield of staging laparoscopy is high, changing the management in approximately one quarter of patients. DL should be considered in patients with diffuse type carcinoma irrespective of cT and cN categories.
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Affiliation(s)
- S J M van Hootegem
- Department of Surgery, Erasmus MC University, Rotterdam, the Netherlands.
| | - J Chmelo
- Northern Oesophagogastric Unit, Royal Victoria Infirmary, Newcastle-Upon-Tyne, UK
| | - P C van der Sluis
- Department of Surgery, Erasmus MC University, Rotterdam, the Netherlands
| | - S M Lagarde
- Department of Surgery, Erasmus MC University, Rotterdam, the Netherlands
| | - A W Phillips
- Northern Oesophagogastric Unit, Royal Victoria Infirmary, Newcastle-Upon-Tyne, UK; School of Medical Education, Newcastle University, UK
| | - B P L Wijnhoven
- Department of Surgery, Erasmus MC University, Rotterdam, the Netherlands
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Keywani K, Borgstein ABJ, Eshuis WJ, Pape M, Versteeg KS, Derks S, van Laarhoven HWM, Gisbertz SS, Verhoeven RHA, van Berge Henegouwen MI. Neoadjuvant chemotherapy in older patients with gastric cancer undergoing surgery: a population-based cohort study. Gastric Cancer 2023; 26:763-774. [PMID: 37285071 PMCID: PMC10361849 DOI: 10.1007/s10120-023-01404-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 05/25/2023] [Indexed: 06/08/2023]
Abstract
BACKGROUND In trials evaluating perioperative chemotherapy for gastric cancer, which serve as the basis for treatment guidelines, patients are selected. The generalizability of these trial findings to older patients is uncertain. METHODS This population-based retrospective cohort study compared the survival outcomes of patients ≥ 75 years with gastric adenocarcinoma treated with or without neoadjuvant chemotherapy between 2015 and 2019. Additionally, the percentage of patients < 75 years and ≥ 75 years who did not proceeded to surgery after receiving neoadjuvant chemotherapy were examined. RESULTS A total of 1995 patients, of whom 1249 aged < 75 years and 746 aged ≥ 75 years, were included. In the group of patients ≥ 75 years, 275 patients received neoadjuvant chemotherapy and 471 patients were directly scheduled for gastrectomy. Patients ≥ 75 years treated with or without neoadjuvant chemotherapy differed significantly from one and another in characteristics. Overall survival of patients ≥ 75 years treated with or without neoadjuvant chemotherapy was not significantly different (median 34.9 vs. 32.3 months; P = 0.506), also after adjusting for potential confounders (HR 0.87; P = 0.263). Of patients ≥ 75 years who received neoadjuvant chemotherapy, 43 (15.6%) did not proceed to surgery compared to 111 (8.9%) patients < 75 years (P < 0.001). CONCLUSION Patients ≥ 75 years treated with or without chemotherapy were highly selected, and overall survival was not significantly different between both groups. Nonetheless, the proportion of patients who did not proceed to surgery following neoadjuvant chemotherapy was higher in patients ≥ 75 years compared to patients < 75 years. Therefore, neoadjuvant chemotherapy should be considered with more caution in patients ≥ 75 years, while identifying those who may benefit.
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Affiliation(s)
- Kammy Keywani
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Alexander B. J. Borgstein
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Wietse J. Eshuis
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Marieke Pape
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Kathelijn S. Versteeg
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Sarah Derks
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Hanneke W. M. van Laarhoven
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Suzanne S. Gisbertz
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - Rob H. A. Verhoeven
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands
- Department of Medical Oncology, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Mark I. van Berge Henegouwen
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
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9
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Han H, Wang Z, Zhao X, Li G, Fu Y, Wang Z, Wang H. Global scientific trends in laparoscopy and gastric cancer in the 21st century: A bibliometric and visual mapping analysis. Front Oncol 2023; 13:1136834. [PMID: 36910670 PMCID: PMC9995981 DOI: 10.3389/fonc.2023.1136834] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 02/09/2023] [Indexed: 02/25/2023] Open
Abstract
Aims To use visual mapping and bibliometrics to analyze and summarize the valuable information on laparoscopic surgery for gastric cancer (GC) obtained in the last 20 years, so as to determine the research hotspots and trends in this field. Methods We screened all literature on laparoscopic surgery for GC in the Web of Science published from 2000 to 2022 and analyzed the research hotspots and trends in this field using VOSviewer. Results A total of 2796 reports from 61 countries and regions were selected. Japanese researchers published the most papers (n=946), followed by those from China (n=747) and South Korea (n=557). Papers from Japan also had the most citations (n=21,836). Surgical Endoscopy and Other Interventional Techniques published the most reports on laparoscopic surgery for GC (n=386) and also had the highest total number of citations (n=11,076), making this journal the most authoritative in this field. Among the institutions, researchers from Seoul National University in South Korea had the highest numbers of published papers and citations. The keywords of the articles could be divided into five categories: surgical methods for GC, short-term and long-term efficacy of laparoscopic surgery, guiding role of laparoscopy in the treatment of advanced GC, diagnosis and treatment of early gastric cancer (EGC), and lymph node dissection. Keywords such as "laparoscopic proximal gastrectomy", "surgical outcomes", and "esophagogastric junction" have emerged recently, and relevant studies on laparoscopic surgery for adenocarcinoma of esophagogastric junction(AEG)have gradually become a hot topic and trend. Conclusion This study adopted bibliometric analysis to identify the current research hotspots and research trends in the field of laparoscopic surgery for GC. Five main research hotspots of laparoscopic surgery for GC were also identified. Laparoscopic surgery for AEG may become an important research focus in the future.
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Affiliation(s)
- Hongmin Han
- Department of General Surgery, The People's Hospital of China Medical University, Shenyang, China.,Department of General Surgery, Shenzhen Hyzen Hospital, Shenzhen, China
| | - Zhanwei Wang
- Department of General Surgery, The People's Hospital of China Medical University, Shenyang, China
| | - Xiaodan Zhao
- Department of General Surgery, The People's Hospital of China Medical University, Shenyang, China
| | - Guosheng Li
- Department of General Surgery, The People's Hospital of China Medical University, Shenyang, China
| | - Yuan Fu
- Department of General Surgery, The People's Hospital of China Medical University, Shenyang, China
| | - Zhongqing Wang
- Department of Information Center, The First Hospital of China Medical University, Shenyang, China
| | - Hongyan Wang
- Department of General Surgery, The People's Hospital of China Medical University, Shenyang, China
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Mehta SN, Shenvi EC, Blair SL, Caudle A, Lowenstein LM, Kelly KJ. Leveraging the Multidisciplinary Tumor Board for Dissemination of Evidence-Based Recommendations on the Staging and Treatment of Gastric Cancer: A Pilot Study. Ann Surg Oncol 2023; 30:1120-1129. [PMID: 36222932 PMCID: PMC9555252 DOI: 10.1245/s10434-022-12628-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 09/13/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND Compliance with evidence-based treatment guidelines for gastric cancer across the United States is poor. This pilot study aimed to create and evaluate a change package for disseminating information on the staging and treatment of gastric cancer during multidisciplinary tumor boards and for identifying barriers to implementation. METHODS The change package included a 10-min video, a brief knowledge assessment, and a discussion guide. Commission on Cancer-accredited sites that perform gastrectomy were invited to participate. Participants completed the Organizational Readiness for Implementing Change (ORIC) scale (range, 12-60) and scales to measure the feasibility, acceptability, and appropriateness (score range, 4-20). Semi-structured interviews were conducted to further define inner and outer setting barriers. RESULTS Seven centers participated in the study. A total of 74 participants completed the pre-video knowledge assessment, and 55 participants completed the post-video assessment. The recommendations found to be most controversial were separate staging laparoscopy and modified D2 lymphadenectomy. Sum scores were calculated for acceptability (mean, 17.43 ± 2.51) appropriateness (mean, 16.86 ± 3.24), and feasibility (mean, 16.14 ± 3.07) of the change package. The ORIC scores (mean, 46.57 ± 8.22) correlated with responses to the open-ended questions. The key barriers identified were patient volume, skills in the procedures, and attitudes and beliefs. CONCLUSIONS The change package was moderately to highly feasible, appropriate, and acceptable. The activity identified specific recommendations for gastric cancer care that are considered controversial and local barriers to implementation. Future efforts could focus on building skills and knowledge as well as the more difficult issue of attitudes and beliefs.
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Affiliation(s)
- Shivani N. Mehta
- Department of Surgery, University of California, San Diego, CA USA
| | - Edna C. Shenvi
- Department of Surgery, University of California, San Diego, CA USA
| | - Sarah L. Blair
- Department of Surgery, University of California, San Diego, CA USA
| | - Abigail Caudle
- Department of Surgery, University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Lisa M. Lowenstein
- Department of Surgery, University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Kaitlyn J. Kelly
- Department of Surgery, University of California, San Diego, CA USA
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Microbiome and Metabolomics in Liver Cancer: Scientific Technology. Int J Mol Sci 2022; 24:ijms24010537. [PMID: 36613980 PMCID: PMC9820585 DOI: 10.3390/ijms24010537] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 12/30/2022] Open
Abstract
Primary liver cancer is a heterogeneous disease. Liver cancer metabolism includes both the reprogramming of intracellular metabolism to enable cancer cells to proliferate inappropriately and adapt to the tumor microenvironment and fluctuations in regular tissue metabolism. Currently, metabolomics and metabolite profiling in liver cirrhosis, liver cancer, and hepatocellular carcinoma (HCC) have been in the spotlight in terms of cancer diagnosis, monitoring, and therapy. Metabolomics is the global analysis of small molecules, chemicals, and metabolites. Metabolomics technologies can provide critical information about the liver cancer state. Here, we review how liver cirrhosis, liver cancer, and HCC therapies interact with metabolism at the cellular and systemic levels. An overview of liver metabolomics is provided, with a focus on currently available technologies and how they have been used in clinical and translational research. We also list scalable methods, including chemometrics, followed by pathway processing in liver cancer. We conclude that important drivers of metabolomics science and scientific technologies are novel therapeutic tools and liver cancer biomarker analysis.
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