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Li S, Jiang D, Jiang L, Yan S, Liu L, Ruan G, Zhou X, Zhuo S. Dual-energy computed tomography in a multiparametric regression model for diagnosing lymph node metastases in pancreatic ductal adenocarcinoma. Cancer Imaging 2024; 24:38. [PMID: 38504330 PMCID: PMC10953218 DOI: 10.1186/s40644-024-00687-7] [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: 12/08/2023] [Accepted: 03/10/2024] [Indexed: 03/21/2024] Open
Abstract
OBJECTIVE To investigate the diagnostic value of dual-energy computed tomography (DECT) quantitative parameters in the identification of regional lymph node metastasis in pancreatic ductal adenocarcinoma (PDAC). METHODS This retrospective diagnostic study assessed 145 patients with pathologically confirmed pancreatic ductal adenocarcinoma from August 2016-October 2020. Quantitative parameters for targeted lymph nodes were measured using DECT, and all parameters were compared between benign and metastatic lymph nodes to determine their diagnostic value. A logistic regression model was constructed; the receiver operator characteristics curve was plotted; the area under the curve (AUC) was calculated to evaluate the diagnostic efficacy of each energy DECT parameter; and the DeLong test was used to compare AUC differences. Model evaluation was used for correlation analysis of each DECT parameter. RESULTS Statistical differences in benign and metastatic lymph nodes were found for several parameters. Venous phase iodine density had the highest diagnostic efficacy as a single parameter, with AUC 0.949 [95% confidence interval (CI):0.915-0.972, threshold: 3.95], sensitivity 79.80%, specificity 96.00%, and accuracy 87.44%. Regression models with multiple parameters had the highest diagnostic efficacy, with AUC 0.992 (95% CI: 0.967-0.999), sensitivity 95.96%, specificity 96%, and accuracy 94.97%, which was higher than that for a single DECT parameter, and the difference was statistically significant. CONCLUSION Among all DECT parameters for regional lymph node metastasis in PDAC, venous phase iodine density has the highest diagnostic efficacy as a single parameter, which is convenient for use in clinical settings, whereas a multiparametric regression model has higher diagnostic value compared with the single-parameter model.
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Affiliation(s)
- Sheng Li
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China
| | - Dongping Jiang
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China
| | - Linling Jiang
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China
| | - Shumei Yan
- Department of pathology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China
| | - Lizhi Liu
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China
| | - Guangying Ruan
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China
| | - Xuhui Zhou
- Department of Radiology, the Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, 518036, China.
| | - Shuiqing Zhuo
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Guangzhou, 510060, China.
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Zhuo S, Sun J, Chang J, Liu L, Li S. Dual-source dual-energy thin-section CT combined with small field of view technique for small lymph node in thyroid cancer: a retrospective diagnostic study. Gland Surg 2021; 10:1347-1358. [PMID: 33968686 DOI: 10.21037/gs-20-822] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background To evaluate the diagnostic performance of quantitative spectral parameters derived from dual-source dual-energy CT at small field of view (FOV) for small lymph node metastasis in thyroid cancer. Methods This was a retrospective diagnostic study. From 2016 to 2019, 280 patients with thyroid disease underwent thin-section dual-source dual-energy thyroid CT and thyroid surgery. The data of patients with lymph nodes having a short diameter of 2-6 mm was analyzed. The quantitative dual-energy CT parameters of targeted lymph nodes were measured, and all parameters between metastatic and non-metastatic lymph nodes were compared. These parameters were then fitted to univariable and multivariable binary logistic regression models. The diagnostic role of spectral parameters was analyzed by receiver operating characteristic (ROC) curves and compared with the McNemar test. Small FOV CT images and a mathematical model were used to judge the status of lymph nodes respectively, and then compared with the golden criterion-pathological diagnosis. The cut-off value of the model was 0.4419, with a sensitivity of 90.2% and a specificity of 92.7%. Results Of the 216 lymph nodes investigated in this study, 52.3% and 23.6% had a short diameter of 2-3 and 4 mm, respectively. Multiple quantitative CT parameters were significantly different between benign and malignant lymph nodes, and binary regression analysis was performed. The mathematical model was: p=ey/(1+ ey), y=-23.119+0.033× precontrast electron cloud density +0.076× arterial phase normalized iodine concentration +2.156× arterial phase normalized effective atomic number -0.540× venous phase slope of the spectral Hounsfield unit curve +1.676× venous phase iodine concentration. This parameter model had an AUC of 92%, with good discrimination and consistency, and the diagnostic accuracy was 90.3%. The diagnostic accuracy of the CT image model was 43.1%, and for lymph nodes with a short-diameter of 2-3 mm, the diagnostic accuracy was 22.1%. Conclusions The parameter model showed higher diagnostic accuracy than the CT image model for diagnosing small lymph node metastasis in thyroid cancer, and quantitative dual-energy CT parameters were very useful for small lymph nodes that were difficult to be diagnosed only on conventional CT images. Trial registration This study is retrospectively registered, and we have registered a prospective study (Registration number: ChiCTR2000035195; http://www.chictr.org.cn).
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Affiliation(s)
- Shuiqing Zhuo
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Jiayuan Sun
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Jinyong Chang
- Department of Radiology, Lian Jiang People's Hospital, Lianjiang, China
| | - Longzhong Liu
- Department of Ultrasound, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Sheng Li
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
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Li S, Yun M, Hong G, Tian L, Yang A, Liu L. Development and validation of a nomogram for preoperative prediction of level VII nodal spread in papillary thyroid cancer: Radiologic-pathologic correlation. Surg Oncol 2021; 37:101520. [PMID: 33486344 DOI: 10.1016/j.suronc.2021.101520] [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: 10/23/2020] [Revised: 12/12/2020] [Accepted: 12/27/2020] [Indexed: 11/15/2022]
Abstract
PURPOSE To develop and validate a diagnostic nomogram for preoperative prediction of the level VII nodal spread in papillary thyroid cancer (PTC) by incorporating CT features. METHODS A dataset of 7896 patients experiencing thyroidectomy for thyroid cancer was collected retrospectively from two hospitals, and 300 patients were finally included in this study. The CT features of metastatic LN were extracted with a one by one match of radiologic-pathologic correlation. Multivariable binary logistic regression analysis was used to develop predicting model, and then a nomogram was developed utilizing a primary cohort of 152 patients from hospital #1. The nomogram was validated in external cohort of 62 patients from hospital #2 and an independent cohort of 86 patients from hospital #1. The performance of the nomogram was evaluated with respect to its calibration, discrimination. RESULTS 531 LNs from 300 patients were analyzed. 42.6% LNs were > 5 mm in short diameter. A total of 7 selected CT features were significantly associated with LN status (P < 0.05), including nodular enhancement, cystic change, calcification and so on. These features were contained in the prediction nomogram. The model showed good discrimination and good calibration, with a C-index of 0.938 (95% CI, 0.913 to 0.963) and 0. 795 (95% CI, 0. 726 to 0.864) for the primary cohort and the validation cohort, respectively. Decision curve analysis demonstrated that the nomogram was clinically applicable. CONCLUSIONS This nomogram incorporating pathologically relevant CT features has demonstrated a high diagnostic value for predicting level VII nodal spread in PTC. Our work may help thyroid surgeon to decide whether upper mediastinal lymphadenectomy should be performed, which is associated with thoracotomy or other surgery.
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Affiliation(s)
- Sheng Li
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangzhou, 510060, China.
| | - Miao Yun
- Department of Ultrasound, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangzhou, 510060, China.
| | - Guixun Hong
- Department of Radiology, The First Affiliated Hospital, Sun Yat-sen University, No.58 Zhongshan Road 2nd, Guangzhou, 510080, China.
| | - Li Tian
- Department of Radiology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangzhou, 510060, China.
| | - Ankui Yang
- Department of Head and Neck, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangzhou, 510060, China.
| | - Longzhong Liu
- Department of Ultrasound, Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, 651 Dongfeng Road East, Guangzhou, 510060, China.
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Kinami S, Ohnishi T, Nakamura N, Jiang ZY, Miyata T, Fujita H, Takamura H, Ueda N, Kosaka T. Efficacy of the fat-dissociation method for nodal harvesting in gastric cancer. World J Gastrointest Surg 2020; 12:277-286. [PMID: 32774766 PMCID: PMC7385510 DOI: 10.4240/wjgs.v12.i6.277] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Revised: 04/13/2020] [Accepted: 05/12/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND There is an increased need for accurate staging for gastric cancer treatment. Consequently, it is necessary to carefully examine all dissected lymph nodes for precise staging. Recently, the fat-dissociation method has been developed as a quick and accurate method for harvesting dissected lymph nodes of colorectal cancer cases. AIM To investigate the usefulness of the fat-dissociation method for harvesting dissected lymph nodes of gastric cancer cases. METHODS Fifty-six resected specimens from gastric cancer patients who underwent standard curative gastrectomy and lymph node dissection at our hospital were used. Group 2 lymph nodes were separated from each specimen, and the remaining adipose tissue containing the group 1 lymph nodes was used. Some resected specimens were subjected to the fat-dissociation method. One vial of Imofully® was dissolved in 50 mL of saline and injected into the tissue. The tissue was incubated for 1 h and the dissolved fat was removed. Subsequently, the nodes were identified, picked up with scissors, and mapped. The number of nodes in each lymphatic compartment and duration of lymph node harvest and mapping were compared. RESULTS The fat-dissociation method was used for 24 samples, while the conventional dissection method was used for 32 samples. The total number of harvested lymph nodes was 45.9 in the fat dissociation group and 44.3 in the control group, and there was no significant difference between the two groups. There were also no significant differences in the number of lymph nodes between the two groups based on a comparison of the lymphatic compartments. However, the total median duration of the fat-dissociation method was 38.2 min, reflecting a reduced duration of approximately 60 min compared to the control group. CONCLUSION Based on our results, the fat-dissociation method is effective in shortening the duration of lymph node harvest in gastric cancer surgery.
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Affiliation(s)
- Shinichi Kinami
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Toshio Ohnishi
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Naohiko Nakamura
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Zhi Yong Jiang
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Takashi Miyata
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Hideto Fujita
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Hiroyuki Takamura
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Nobuhiko Ueda
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
| | - Takeo Kosaka
- Department of Surgical Oncology, Kanazawa Medical University, Kahoku-gun, Ishikawa, 920-0293, Japan
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Tavares A, Wen X, Maciel J, Carneiro F, Dinis-Ribeiro M. Occult Tumour Cells in Lymph Nodes from Gastric Cancer Patients: Should Isolated Tumour Cells Also Be Considered? Ann Surg Oncol 2020; 27:4204-4215. [PMID: 32367500 DOI: 10.1245/s10434-020-08524-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Regional lymph node metastasis is an important prognostic factor for patients with gastric cancer. Occult tumour cells (OTCs), including either micrometastases (MMs) or isolated tumour cells (ITCs), may be a key factor in the development of cancer recurrence in pN0 patients. AIMS We aimed to determine the frequency and prognostic significance for disease recurrence of OTCs. MATERIALS AND METHODS This retrospective cohort study included all consecutive patients with pN0 gastric adenocarcinoma between January 2000 and December 2011 (n = 73). Immunohistochemistry using the pan-cytokeratin antibody AE1/AE3 was used to detect OTCs in 1257 isolated lymph nodes. RESULTS OTCs were identified in 30 patients (41%), including 20 cases with MMs (27%) and 10 cases with ITCs (14%). Disease recurrence and cancer-related death were observed in 24 (33%) and 20 patients (27%), respectively, and both were significantly associated with the detection of OTCs. A significant difference was also observed for the mean survival time between patients with OTCs and those without OTCs [100 vs 158 months (p = 0.015)]. The presence of OTCs was statistically significantly associated with the Lauren classification, tumour size and lymphatic permeation. Multivariate analyses revealed that only age, T stage and the presence of ITCs in lymph nodes were independent factors for recurrence. The presence of ITCs increased the risk for recurrence by 11.1-fold. CONCLUSIONS In a significant proportion of patients diagnosed as stage pN0, OTCs may be identified in lymph nodes if carefully searched for, which can negatively affect their prognosis. The presence of ITCs was found to be an independent factor for recurrence and after proper validation should be considered during lymph node assessment for prognosis definition.
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Affiliation(s)
- A Tavares
- Department of General Surgery, Centro Hospitalar de Vila Nova de Gaia/Espinho, Porto, Portugal. .,Faculty of Medicine, University of Porto, Porto, Portugal.
| | - X Wen
- Institute of Molecular Pathology and Immunology, University of Porto (Ipatimup), Porto, Portugal.,Institute for Research Innovation in Health (i3S), University of Porto, Porto, Portugal.,Department of Pathology, Centro Hospitalar Vila Nova de Gaia/Espinho, Porto, Portugal
| | - J Maciel
- Department of General Surgery, Centro Hospitalar de Vila Nova de Gaia/Espinho, Porto, Portugal.,Faculty of Health Sciences, Universidade Fernando Pessoa, Porto, Portugal
| | - F Carneiro
- Institute of Molecular Pathology and Immunology, University of Porto (Ipatimup), Porto, Portugal.,Institute for Research Innovation in Health (i3S), University of Porto, Porto, Portugal.,Department of Pathology, Centro Hospitalar Universitário São João (CHUSJ), Porto, Portugal.,Department of Pathology, Faculty of Medicine, University of Porto (FMUP), Porto, Portugal
| | - M Dinis-Ribeiro
- Department of Gastroenterology, Oncology Portuguese Institute of Porto, Porto, Portugal.,MEDCIDS/CINTESIS Faculty of Medicine, University of Porto, Porto, Portugal
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Jiang ZY, Kinami S, Nakamura N, Miyata T, Fujita H, Takamura H, Ueda N, Kosaka T. Diagnostic ability of multi-detector spiral computed tomography for pathological lymph node metastasis of advanced gastric cancer. World J Gastrointest Oncol 2020; 12:435-446. [PMID: 32368321 PMCID: PMC7191330 DOI: 10.4251/wjgo.v12.i4.435] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 02/12/2020] [Accepted: 02/23/2020] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The reliability of preoperative nodal diagnosis of advanced gastric cancer by multi-detector spiral computed tomography (MDCT) is still unclear. AIM To examine the diagnostic ability of MDCT more precisely by using data on intranodal pathological metastatic patterns. METHODS A total of 108 patients with advanced gastric cancer who underwent MDCT and curative gastrectomy at Kanazawa Medical University Hospital were enrolled in this study. The nodal sizes measured on computed tomography (CT) images were compared with the pathology results. A receiver-operating characteristic curve was constructed, from which the critical value (CV) was calculated by using the data of the first 69 patients retrospectively. By using the CV, sensitivity and specificity were calculated with prospectively collected data from 39 consecutive patients. This enabled a more precise one-to-one correspondence of lymph nodes between CT and pathological examination by using the size data of lymph node mapping. The intranodal pathological metastatic patterns were classified into the following four types: Small nodular, peripheral, large nodular, and diffuse. RESULTS Although all the cases were clinically suspected as having metastasis, 81 had lymph node metastasis and 27 had no metastasis. The number of dissected, detected on CT, and metastatic nodes were, 4241, 897, and 801, respectively. The CV obtained from the receiver-operating characteristic was 7.6 mm for the long axis. The sensitivity was 91.4% and the specificity was 47.3% in the prospective phase. The large nodular and diffuse metastases were easy to diagnose because metastatic nodes with a large axis often exhibit these forms. CONCLUSION The ability of MDCT to contribute to a nodal diagnosis of advanced gastric cancer was examined prospectively with precise size data from node mapping, using a CV of 7.6 mm for the long axis that was calculated from the retrospectively collected data. The sensitivity was as high as 91%, and would be improved when referring to the enhanced patterns. However, its specificity was as low as 47%, because most of metastatic nodes in gastric cancer being small in size. The small nodular or peripheral type metastatic nodes were often small and considered difficult to diagnose.
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Affiliation(s)
- Zhi-Yong Jiang
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Shinichi Kinami
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Naohiko Nakamura
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Takashi Miyata
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Hideto Fujita
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Hiroyuki Takamura
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Nobuhiko Ueda
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
| | - Takeo Kosaka
- Department of Surgical Oncology, Kanazawa Medical University, 1-1 Daigaku, Uchinada-machi, Kahoku-gun, Ishikawa 920-0293, Japan
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You JM, Kim TU, Kim S, Lee NK, Lee JW, Ryu H, Kim JH, Hong SB, Jeon TY, Park DY. Preoperative N stage evaluation in advanced gastric cancer patients using multidetector CT: can the sum of the diameters of metastatic LNs be used for N stage evaluation? Clin Radiol 2019; 74:782-789. [PMID: 31378300 DOI: 10.1016/j.crad.2019.06.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 06/28/2019] [Indexed: 12/23/2022]
Abstract
AIM To compare the diagnostic performance of total counts of metastatic lymph nodes (LN-sum) and conventional multidetector (MD) computed tomography (CT) staging in the nodal evaluation of advanced gastric cancer (AGC) patients. MATERIALS AND METHODS In total, 127 consecutive patients who underwent preoperative MDCT and gastrectomy for AGC were identified. Metastatic LNs on MDCT were defined as LNs with a short axis ≥8 mm, marked or heterogeneous enhancement, and morphological features (central necrosis, round shape, clustering). The sensitivity, specificity, accuracy, positive predictive value (PPV), and negative predictive value (NPV) of the N-stage using LN-sum and conventional MDCT staging were generated and compared. In addition, metastatic LN counts between the MDCT and the histopathological examinations and correlation between LN-sum and histopathological nodal status were analysed. RESULTS The total counts of metastatic LNs on MDCT was significantly smaller than those detected in histopathological assessments (p<0.0001). LN-sum showed significant correlation with the pathological N stage and the number of metastatic LNs (rho=0.69, 0.73, p<0.0001). The areas under the receiver operating characteristic curve were 0.896, and 0.835, for N stage ≥N2 and N3, with cut-off values of 12.5 and 23.5 mm, respectively. LN-sum provided better diagnostic performance than conventional MDCT staging for discriminating N0-2 versus N3; sensitivity, accuracy, PPV and NPV of LN-sum were significantly higher (80.4 versus 52.2%, 81.1 versus 68.5%, 71.2 versus 57.1%, and 88 versus 74.1%). CONCLUSION LN-sum may be sufficiently useful in assessing the N3 stage of AGC and may help to plan appropriate therapy for AGC patients.
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Affiliation(s)
- J M You
- Department of Radiology, Medical Research Institute, Pusan National University School of Medicine, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Gyeongsangnam-do, Republic of Korea
| | - T U Kim
- Department of Radiology, Medical Research Institute, Pusan National University School of Medicine, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Gyeongsangnam-do, Republic of Korea.
| | - S Kim
- Department of Radiology, Pusan National University Hospital, Pusan National University School of Medicine, Medical Research Institute, Busan, Republic of Korea
| | - N K Lee
- Department of Radiology, Pusan National University Hospital, Pusan National University School of Medicine, Medical Research Institute, Busan, Republic of Korea
| | - J W Lee
- Department of Radiology, Medical Research Institute, Pusan National University School of Medicine, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Gyeongsangnam-do, Republic of Korea
| | - H Ryu
- Department of Radiology, Medical Research Institute, Pusan National University School of Medicine, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Gyeongsangnam-do, Republic of Korea
| | - J H Kim
- Department of Radiology, Medical Research Institute, Pusan National University School of Medicine, Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Gyeongsangnam-do, Republic of Korea
| | - S B Hong
- Department of Radiology, Pusan National University Hospital, Pusan National University School of Medicine, Medical Research Institute, Busan, Republic of Korea
| | - T Y Jeon
- Department of Surgery, Pusan National University Hospital, Pusan National University School of Medicine, Medical Research Institute, Busan, Republic of Korea
| | - D Y Park
- Department of Pathology, Pusan National University Hospital, Pusan National University School of Medicine, Medical Research Institute, Busan, Republic of Korea
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Diana M, Robinet E, Liu YY, Legnèr A, Kong SH, Schiraldi L, Marchegiani F, Halvax P, Swanstrom L, Dallemagne B, Marescaux J. Confocal Imaging and Tissue-Specific Fluorescent Probes for Real-Time In Vivo Immunohistochemistry. Proof of the Concept in a Gastric Lymph Node Metastasis Model. Ann Surg Oncol 2016; 23:567-573. [PMID: 26511264 DOI: 10.1245/s10434-015-4928-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2015] [Indexed: 04/13/2025]
Abstract
BACKGROUND Tumor-specific fluorescent antibodies, which can be recognized at a cellular or tissue level using optical imaging such as confocal laser endomicroscopy (CLE), could provide a means for rapid and accurate tumor diagnosis and staging. The aim of this study was to evaluate the ability of CLE to detect the presence of tagged cells within lymph nodes in an original simulated metastatic model. MATERIALS AND METHODS A solution of indocyanine green containing a suspension of porcine hepatocytes, marked with carboxy-fluorescein-succinimidyl-ester (CFSE), was injected endoscopically in the gastric submucosa of 10 pigs. Fluorescence lymphography using a near-infrared laparoscope was used to identify sentinel and secondary drainage nodes. Additionally, a nonfluorescent gastric and a mesenteric node were identified. Every 5-10 min, those nodes were scanned using probe-based or needle-based CLE (pCLE or nCLE). Immunohistochemistry (IHC) using anti-cytokeratin 18 antibodies was subsequently performed to confirm the presence of hepatocytes in the lymph nodes. RESULTS A total of 36 lymph nodes were analyzed with both CLE probes. Hepatocyte penetration in lymph nodes, as assessed by repeated CLE scanning, took 10-40 min after submucosal injection. Concordance between CLE and IHC was 84 and 72 % for pCLE and nCLE, respectively. False negatives were partly due to incomplete CFSE labeling of hepatocytes, which could not be recognized by CLE, but were detected with IHC. CONCLUSIONS Real-time CLE analysis effectively recognized the presence in perigastric nodes of marked hepatic cells that had been injected endoscopically in the stomach. Validation studies on tumor-bearing animals using tumor-specific antibodies should be performed.
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Affiliation(s)
- Michele Diana
- Research Institute Against Cancer of the Digestive System, IRCAD, Strasbourg, France.
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France.
| | - Eric Robinet
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France
| | - Yu-Yin Liu
- Research Institute Against Cancer of the Digestive System, IRCAD, Strasbourg, France
- Department of General Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan
| | - Andras Legnèr
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France
| | - Seong-Ho Kong
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France
- Department of Surgery, Seoul National University Hospital, Seoul, Korea
| | - Luigi Schiraldi
- Research Institute Against Cancer of the Digestive System, IRCAD, Strasbourg, France
| | - Francesco Marchegiani
- Research Institute Against Cancer of the Digestive System, IRCAD, Strasbourg, France
| | - Peter Halvax
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France
| | - Lee Swanstrom
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France
| | - Bernard Dallemagne
- Research Institute Against Cancer of the Digestive System, IRCAD, Strasbourg, France
| | - Jacques Marescaux
- Research Institute Against Cancer of the Digestive System, IRCAD, Strasbourg, France
- Institute of Image-Guided Surgery, IHU-Strasbourg, Strasbourg, France
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Tavares A, Monteiro-Soares M, Viveiros F, Maciel Barbosa J, Dinis-Ribeiro M. Occult Tumor Cells in Lymph Nodes of Patients with Gastric Cancer: A Systematic Review on Their Prevalence and Predictive Role. Oncology 2015; 89:245-54. [PMID: 26160338 DOI: 10.1159/000433543] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 05/18/2015] [Indexed: 09/29/2023]
Abstract
BACKGROUND AND AIMS The presence of lymph node (LN) metastasis is a key prognostic factor for gastric adenocarcinoma. However, even among patients without LN metastasis (N0), recurrence may occur. In some of these cases, occult tumor cells (OTC) are thought to play an important role. We aimed to determine the prevalence of OTC and its clinical relevance. METHODS We conducted a systematic review of studies in English published until September 2013 that addressed OTC prevalence and/or its clinical relevance. The studies were retrieved from the MEDLINE database. RESULTS We included 42 studies. The most frequently used methods for detecting OTC were immunohistochemical examination (IHC) and/or polymerase chain reaction (PCR) with a wide range of markers. Using IHC for OTC detection, in patients and in LN, the prevalence varied from 9 to 88% and 0.4 to 42%, respectively. With PCR, it ranged from 17 to 46% in patients, and from 3 to 33% in LN. In the studies assessing the predictive role of OTC in gastric cancer recurrence (n=24), 8 studies found no statistical association, while 18 concluded that OTC presence was associated with poorer prognosis. However, only 6 studies presented a significantly different 5-year survival rate between patients with and without LN micrometastasis. CONCLUSIONS OTC seems to occur in gastric cancer patients with a variable prevalence, depending on the definition, methods and setting. The majority of the retrieved studies (75%) evaluating the predictive role of OTC conclude that its presence is associated with a worse prognosis.
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Affiliation(s)
- Amelia Tavares
- General Surgery Department, Centro Hospitalar de Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
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Can MF, Yagci G, Cetiner S. Systematic Review of Studies Investigating Sentinel Node Navigation Surgery and Lymphatic Mapping for Gastric Cancer. J Laparoendosc Adv Surg Tech A 2013; 23:651-62. [DOI: 10.1089/lap.2012.0311] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Affiliation(s)
- Mehmet Fatih Can
- Division of Gastrointestinal Surgery, Department of Surgery, Gulhane School of Medicine, Etlik, Ankara, Turkey
| | - Gokhan Yagci
- Division of Gastrointestinal Surgery, Department of Surgery, Gulhane School of Medicine, Etlik, Ankara, Turkey
| | - Sadettin Cetiner
- Division of Gastrointestinal Surgery, Department of Surgery, Gulhane School of Medicine, Etlik, Ankara, Turkey
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Kawaguchi T, Komatsu S, Ichikawa D, Okamoto K, Shiozaki A, Fujiwara H, Murayama Y, Kuriu Y, Ikoma H, Nakanishi M, Ochiai T, Kokuba Y, Nishimura T, Otsuji E. Nodal counts on MDCT as a surrogate marker for surgical curability in gastric cancer. Ann Surg Oncol 2012; 19:2465-70. [PMID: 22395992 DOI: 10.1245/s10434-012-2283-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2011] [Indexed: 12/23/2022]
Abstract
BACKGROUND Thin-slice multidetector row computed tomography (MDCT) has emerged as a promising diagnostic modality in various cancers. This study was designed to evaluate the utility of metastatic nodal counts on MDCT as a surrogate maker for surgical curability in gastric cancer. METHODS Between 2005 and 2007, a total of 92 patients with gastric cancer underwent preoperative MDCT at a slice thickness of 1.0 mm at our hospital. All regional lymph nodes showing metastatic involvement were preoperatively counted. RESULTS Although the total counts of metastatic lymph nodes on MDCT were significantly smaller than those found by histopathology (P = 0.00001), there was a significant correlation between nodal counts on MDCT and histopathology by Spearman's analysis [P < 0.0001, pathologic counts = 1.63x (counts on MDCT) + 2.5]. Nodal counts on MDCT of ≥4 were analyzed as putative pathologic nodal counts of ≥8 by the equation, and pathologic metastatic nodal counts of ≥8 were most significantly correlated with noncurative resection (P < 0.0001). According to the logistic regression analysis, nodal counts on MDCT of ≥4 were a significant independent variable for noncurative resection (P = 0.0052, odds ratio 26.68). Nodal counts on MDCT of ≥4 could distinguish noncurative patients from curative patients with 94.4% sensitivity and 71.6% specificity. CONCLUSIONS Nodal counts on MDCT could be a reliable surrogate maker for surgical curability of gastric cancer. This marker might enable us to select prospective candidates for additional or alternative treatments in gastric cancer.
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Affiliation(s)
- Tsutomu Kawaguchi
- Division of Digestive Surgery, Department of Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Griniatsos J, Michail O, Dimitriou N, Karavokyros I. Lymph node, peritoneal and bone marrow micrometastases in gastric cancer: Their clinical significance. World J Gastrointest Oncol 2012; 4:16-21. [PMID: 22403737 PMCID: PMC3296804 DOI: 10.4251/wjgo.v4.i2.16] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2011] [Revised: 10/03/2011] [Accepted: 10/12/2011] [Indexed: 02/05/2023] Open
Abstract
The 7th TNM classification clearly states that micrometastases detected by morphological techniques (HE stain and immunohistochemistry) should always be reported and calculated in the staging of the disease (pN1mi or M1), while patients in whom micrometastases are detected by non-morphological techniques (e.g., flow cytometry, reverse-transcriptase polymerase chain reaction) should still be classified as N0 or M0. In gastric cancer patients, micrometastases have been detected in lymph nodes, the peritoneal cavity and bone marrow. However, the clinical implications and/or their prognostic significance are still a matter of debate. Current literature suggests that lymph node micrometastases should be encountered for the loco-regional staging of the disease, while skip lymph node micrometastases should also be encountered in the total number of infiltrated lymph nodes. Peritoneal fluid cytology examination should be obligatorily performed in pT3 or pT4 tumors. A positive cytology classifies gastric cancer patients as stage IV. Although a curative resection is not precluded, these patients face an overall dismal prognosis. Whether patients with a positive cytology should be treated similarly to patients with macroscopic peritoneal recurrence should be evaluated further. Gastric cancer cells are detected with high incidence in the bone marrow. However, the published results make comparison of data between groups almost impossible due to severe methodological problems. If these methodological problems are overcome in the future, specific target therapies may be designed for specific groups of patients.
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Affiliation(s)
- John Griniatsos
- John Griniatsos, Othon Michail, Nikoletta Dimitriou, Ioannis Karavokyros, 1st Department of Surgery, University of Athens, Medical School, GR 115-27, Athens, Greece
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13
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Ryu KW, Eom BW, Nam BH, Lee JH, Kook MC, Choi IJ, Kim YW. Is the sentinel node biopsy clinically applicable for limited lymphadenectomy and modified gastric resection in gastric cancer? A meta-analysis of feasibility studies. J Surg Oncol 2011; 104:578-84. [PMID: 21695700 DOI: 10.1002/jso.21995] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2010] [Accepted: 05/23/2011] [Indexed: 12/14/2022]
Abstract
BACKGROUND Sentinel node biopsies (SNBs) have been clinically applied in melanoma and breast cancer for limited lymphadenectomy. However, the use of SNB remains controversial in gastric cancer due to unsatisfactory sensitivity and variability. This meta-analysis was performed to determine the sensitivity of SNB in gastric cancer and to identify factors that improve its sensitivity. METHODS Feasibility studies on SNB in gastric cancer were searched for from 2001 to 2009 in Pubmed, Cochrane, and Embase. Forty-six reports, which included 2,684 patients, were found. Estimated sensitivities, detection rates, and negative (NPV), and positive predictive values (PPV) were calculated using a random effects model. Inter-study heterogeneity, meta-regression, and subgroup analysis for sensitivity was performed. RESULTS The estimated sensitivity, detection rate, NPV, and PPV were 87.8%, 97.5%, 91.8%, and 38.0%, respectively, with significant inter-study heterogeneity (P < 0.0001). However, no significant contributor to heterogeneity was identified. By subgroup analysis, sensitivity was found to depend significantly on the number of SNs harvested. CONCLUSIONS SNB in gastric cancer is probably not clinically applicable for limited lymphadenectomy due its unsatisfactory sensitivity and heterogeneity between practicing surgeons. To improve sensitivity, more than four SNs should be harvested, and a tumor specific SNB method should be developed.
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Affiliation(s)
- Keun Won Ryu
- Gastric Cancer Branch, Research Institute & Hospital, National Cancer Center, Gyeonggi-do, Republic of Korea
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Characterization of Mediastinal Lymph Node Physiology In Vivo by Optical Spectroscopy during Endoscopic Ultrasound-Guided Fine Needle Aspiration. J Thorac Oncol 2010; 5:981-7. [DOI: 10.1097/jto.0b013e3181ddbc0e] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Griniatsos J, Gakiopoulou H, Yiannakopoulou E, Dimitriou N, Douridas G, Nonni A, Liakakos T, Felekouras E. Routine modified D2 lymphadenectomy performance in pT1-T2N0 gastric cancer. World J Gastroenterol 2009; 15:5568-72. [PMID: 19938196 PMCID: PMC2785060 DOI: 10.3748/wjg.15.5568] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To evaluate routine modified D2 lymphadenectomy in gastric cancer, based on immunohistochemically detected skip micrometastases in level II lymph nodes.
METHODS: Among 95 gastric cancer patients who were routinely submitted to curative modified D2 lymphadenectomy, from January 2004 to December 2008, 32 were classified as pN0. All level I lymph nodes of these 32 patients were submitted to immunohistochemistry for micrometastases detection. Patients in whom micrometastases were detected in the level I lymph node stations (n = 4) were excluded from further analysis. The level II lymph nodes of the remaining 28 patients were studied immunohistochemically for micrometastases detection and constitute the material of the present study.
RESULTS: Skip micrometastases in the level II lymph nodes were detected in 14% (4 out of 28) of the patients. The incidence was further increased to 17% (4 out of 24) in the subgroup of T1-2 gastric cancer patients. All micrometastases were detected in the No. 7 lymph node station. Thus, the disease was upstaged from stage IA to IB in one patient and from stage IB to II in three patients.
CONCLUSION: In gastric cancer, true R0 resection may not be achieved without modified D2 lymphadenectomy. Until D2+/D3 lymphadenectomy becomes standard, modified D2 lymphadenectomy should be performed routinely.
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Yu JW, Wu JG, Zheng LH, Zhang B, Ni XC, Li XQ, Jiang BJ. Influencing factors and clinical significance of the metastatic lymph nodes ratio in gastric adenocarcinoma. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2009; 28:55. [PMID: 19393100 PMCID: PMC2689863 DOI: 10.1186/1756-9966-28-55] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2009] [Accepted: 04/26/2009] [Indexed: 12/13/2022]
Abstract
Background To investigate influencing factors of the metastatic lymph nodes ratio (MLR) and whether it is related to survival in patients with gastric adenocarcinoma. Methods We retrospectively evaluated the clinical features of 121 patients with gastric adenocarcinoma enrolled in our hospital between 2000 and 2007. The receiver operating characteristic (ROC) curve was used to determine the cutoff of the MLR, and CK20 immunohistochemical staining was used to detect micrometastasis of the lymph nodes. Results The areas under the ROC curve of MLR used to predict the death of 3-year and 5-year postoperative patients were 0.826 ± 0.053 and 0.896 ± 0.046. Thus MLR = 30.95% and MLR = 3.15% were designated as cutoffs. The MLR was then classified into three groups: MLR1 (MLR<3.15%); MLR2(3.15% ≤ MLR ≤ 30.95%); and MLR3 (MLR>30.95%). We found that patients with a higher MLR demonstrated a much poorer survival period after radical operation than those patients with a lower MLR (P = 0.000). The COX model showed that MLR was an independent prognostic factor (P = 0.000). The MLR could also discriminate between subsets of patients with different 5-year survival periods within the same N stage (P < 0.05). The MLR has been shown to be 34.7% (242/697) by HE staining and 43.5% (303/697) by CK staining (P = 0.001). The clinicopathological characteristics of lymph vessel invasion and the depth of invasion could significantly affect the MLR. Conclusion MLR is an independent prognostic factor in gastric cancer. The combined ROC curve with MLR is an effective strategy to produce a curve to predict the 3-year and 5-year survival rates.
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Affiliation(s)
- Ji-wei Yu
- Department of General Surgery, No 3 People's Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai 201900, PR China.
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