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Ueno Y, Yoshida E, Nojiri S, Kato T, Ohtsu T, Takeshita T, Suzuki S, Yoshida H, Kato K, Itoh M, Notomi T, Usui K, Sozu T, Terao Y, Kawaji H, Kato H. Use of clinical variables for preoperative prediction of lymph node metastasis in endometrial cancer. Jpn J Clin Oncol 2024; 54:38-46. [PMID: 37815156 PMCID: PMC10773201 DOI: 10.1093/jjco/hyad135] [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: 06/03/2023] [Accepted: 09/19/2023] [Indexed: 10/11/2023] Open
Abstract
OBJECTIVE Endometrial cancer is the most common gynaecological cancer, and most patients are identified during early disease stages. Noninvasive evaluation of lymph node metastasis likely will improve the quality of clinical treatment, for example, by omitting unnecessary lymphadenectomy. METHODS The study population comprised 611 patients with endometrial cancer who underwent lymphadenectomy at four types of institutions, comprising seven hospitals in total. We systematically assessed the association of 18 preoperative clinical variables with postoperative lymph node metastasis. We then constructed statistical models for preoperative lymph node metastasis prediction and assessed their performance with a previously proposed system, in which the score was determined by counting the number of high-risk variables among the four predefined ones. RESULTS Of the preoperative 18 variables evaluated, 10 were significantly associated with postoperative lymph node metastasis. A logistic regression model achieved an area under the curve of 0.85 in predicting lymph node metastasis; this value is significantly higher than that from the previous system (area under the curve, 0.74). When we set the false-negative rate to ~1%, the new predictive model increased the rate of true negatives to 21%, compared with 6.8% from the previous one. We also provide a spreadsheet-based tool for further evaluation of its ability to predict lymph node metastasis in endometrial cancer. CONCLUSIONS Our new lymph node metastasis prediction method, which was based solely on preoperative clinical variables, performed significantly better than the previous method. Although additional evaluation is necessary for its clinical use, our noninvasive system may help improve the clinical treatment of endometrial cancer, complementing minimally invasive sentinel lymph node biopsy.
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Affiliation(s)
- Yuta Ueno
- Department of Gynecology, Kanagawa Cancer Center, Yokohama, Japan
- Department of Obstetrics and Gynecology, Nippon Medical School, Tokyo, Japan
- Department of Obstetrics and Gynecology, NTT Medical Center Tokyo, Tokyo, Japan
| | - Emiko Yoshida
- Department of Obstetrics and Gynecology, Juntendo University, Tokyo, Japan
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
| | - Shuko Nojiri
- Clinical Research and Trial Center, Juntendo University, Tokyo, Japan
| | - Tomoyasu Kato
- Department of Gynecology, National Cancer Center, Tokyo, Japan
| | - Takashi Ohtsu
- Division of Advanced Cancer Therapeutics, Kanagawa Cancer Center Research Institute, Yokohama, Japan
- Center for Cancer Genome Medicine, Kanagawa Cancer Center, Yokohama, Japan
| | - Toshiyuki Takeshita
- Department of Obstetrics and Gynecology, Nippon Medical School, Tokyo, Japan
| | - Shunji Suzuki
- Department of Obstetrics and Gynecology, Nippon Medical School, Tokyo, Japan
| | - Hiroshi Yoshida
- Department of Diagnostic Pathology, National Cancer Center, Tokyo, Japan
| | - Ken Kato
- Clinical Research Support Office, Biobank Translational Research Support Section, National Cancer Center Hospital, Tokyo, Japan
| | - Masayoshi Itoh
- Laboratory for Advanced Genomics Circuit, RIKEN Center for Integrative Medical Sciences, Yokohama, Japan
| | - Tsuguto Notomi
- Department of Obstetrics and Gynecology, NTT Medical Center Tokyo, Tokyo, Japan
| | - Kengo Usui
- Medical Technology Innovation Center, Juntendo University, Tokyo, Japan
| | - Takashi Sozu
- Department of Information and Computer Technology, Faculty of Engineering, Tokyo University of Science, Tokyo, Japan
| | - Yasuhisa Terao
- Department of Obstetrics and Gynecology, Juntendo University, Tokyo, Japan
| | - Hideya Kawaji
- Research Center for Genome and Medical Sciences, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan
| | - Hisamori Kato
- Department of Gynecology, Kanagawa Cancer Center, Yokohama, Japan
- Kanagawa Health Service Association, Yokohama, Japan
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López-González E, Rodriguez-Jiménez A, Gómez-Salgado J, Daza-Manzano C, Rojas-Luna JA, Alvarez RM. Role of tumor volume in endometrial cancer: An imaging analysis and prognosis significance. Int J Gynaecol Obstet 2023; 163:840-846. [PMID: 37350418 DOI: 10.1002/ijgo.14954] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 06/04/2023] [Indexed: 06/24/2023]
Abstract
OBJECTIVE To evaluate the prognostic value of tumor volume on preoperative MRI in endometrial cancer (EC) patients and its association with adverse prognostic factors and survival. METHODS A retrospective observational study with 127 consecutive patients with endometrioid EC was carried out between 2016 and 2021 at Juan Ramón Jiménez University Hospital, Huelva (Spain). All patients underwent preoperative magnetic resonance imaging (MRI) for local staging. The tumor volume was analyzed on MRI by two different methods: by measuring the three maximum diameters of the tumor according to an ellipse formula and by manual region of interest in different sections; the ratio between tumor volume and uterus volume was also calculated as a third tool. The relationships between volume, prognostic factors, and survival were analyzed. RESULTS A total of 127 patients with endometroid EC underwent preoperative MRI and were included in the study. Tumor volume was significantly higher for deep myometrial invasion, cervical stromal involvement, infiltrated serosa, lymph node metastases, high-grade EC, and lymphovascular space involvement, advanced FIGO stage, and High Recurrence Risk Group (P < 0.001). ROC curves showed that tumor volume greater than 25 cm3 predicts lymph node metastases. Volume index greater than 17 cm3 was associated with reduced disease-free survival (P < 0.001) and overall survival (P < 0.003). Multivariate analysis showed that the greatest tumor volume had an independent impact on recurrence (odds ratio [OR]1.019, 95% confidence interval [CI] 1.005-1.032) and survival (OR 1.027, 95% CI 1.009-1.046). CONCLUSIONS This study shows an important correlation between tumor volume on MRI and poor prognostic factors. Preoperative tumor volume on MRI is a valuable biomarker to be considered for management of EC.
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Affiliation(s)
- Elga López-González
- Gynecological Oncology Unit, Department of Obstetrics and Gynecology, Hospital Universitario Juan Ramón Jiménez, Huelva, Spain
| | | | - Juan Gómez-Salgado
- Department of Sociology, Social Work and Public Health, Faculty of Labor Sciences, University of Huelva, Huelva, Spain
- Safety and Health Postgraduate Programme, Universidad Espíritu Santo, Guayaquil, Ecuador
| | - Cinta Daza-Manzano
- Gynecological Oncology Unit, Department of Obstetrics and Gynecology, Hospital Universitario Juan Ramón Jiménez, Huelva, Spain
| | - José Antonio Rojas-Luna
- Gynecological Oncology Unit, Department of Obstetrics and Gynecology, Hospital Universitario Juan Ramón Jiménez, Huelva, Spain
| | - Rosa María Alvarez
- Gynecological Oncology and Breast Cancer Unit, Department of Obstetrics and Gynecology, Hospital Universitario Santa Cristina, Madrid, Spain
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López‐González E, Rodríguez‐Jiménez A, Rojas‐Luna JA, Daza‐Manzano C, Gómez‐Salgado J. Values of tumor volume on magnetic resonance imaging for a surgical approach to endometrial cancer. Cancer Med 2023; 12:17671-17678. [PMID: 37602828 PMCID: PMC10523938 DOI: 10.1002/cam4.6384] [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: 03/15/2023] [Revised: 06/10/2023] [Accepted: 07/19/2023] [Indexed: 08/22/2023] Open
Abstract
OBJECTIVE To analyze the relationship between tumor volume in Endometrial Cancer (EC) on Magnetic Resonance Imaging (MRI) and lymph node metastasis to establish which patients benefit from omitting the lymphadenectomy. METHODS A retrospective observational study with 194 patients with EC identified between 2016 and 2021 at the Juan Ramón Jiménez University Hospital, Huelva (Spain) was carried out. Preoperative MRI of 127 patients was assessed. The tumor volume was analyzed on MRI by the ellipsoid formula and another alternative method with a manual ROI in different sections. Risk factors for node metastases were analyzed to understand its relationship and to identify an optimum criterion for the tailored surgery. RESULTS Univariate analysis showed risk factors for lymph node metastases were histological grade (p = 0.001), tumor with a volume greater than >25 cm3 (p < 0.001), lymphovascular space invaded (p = 0.007), and preoperative Ca 125 serum >28 (p < 0.001). Multivariate analysis indicated that tumor volume index >25 cm3 was an independent risk factor for lymph node metastases. The patients without significant proposed risk factors (volume index >25 cm3 [OR = 0.64], Ca 125 > 28 [OR = 0.32], and high histological grade [OR = 2.6]) did not present lymph node metastases, independent of myometrial invasion. CONCLUSIONS Lymphadenectomy can be omitted in patients with Endometrioid carcinoma that do not have any of the following risk factors: high-grade tumor, elevated Ca 125 (>28), and tumor volume on MRI greater than 25 cm3 . Tumor volume might predict the state of lymph nodes in EC and it could give information regarding surgical management.
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Affiliation(s)
- Elga López‐González
- Gynecological Oncology Unit, Department of Obstetrics and GynecologyHospital Universitario Juan Ramón JiménezHuelvaSpain
| | | | - José Antonio Rojas‐Luna
- Gynecological Oncology Unit, Department of Obstetrics and GynecologyHospital Universitario Juan Ramón JiménezHuelvaSpain
| | - Cinta Daza‐Manzano
- Gynecological Oncology Unit, Department of Obstetrics and GynecologyHospital Universitario Juan Ramón JiménezHuelvaSpain
| | - Juan Gómez‐Salgado
- Department of Sociology, Social Work and Public Health, Faculty of Labor SciencesUniversity of HuelvaHuelvaSpain
- Safety and Health Postgraduate ProgramUniversidad Espíritu SantoGuayaquilEcuador
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de Freitas D, Aguiar FN, Anton C, de Almeida DC, Bacchi CE, Carvalho JP, Carvalho FM. Clinicopathological characteristics of endometrial carcinomas according to DNA mismatch repair protein status. Heliyon 2023; 9:e17495. [PMID: 37408903 PMCID: PMC10319187 DOI: 10.1016/j.heliyon.2023.e17495] [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: 04/23/2023] [Revised: 06/08/2023] [Accepted: 06/20/2023] [Indexed: 07/07/2023] Open
Abstract
DNA mismatch repair protein deficiency (MMRd) in endometrial carcinoma is associated with the risk of Lynch syndrome and response to immune checkpoint inhibitors. It is also related to microsatellite instability and corresponds to a molecular subtype of endometrial tumor with an unclear prognosis. Here, we evaluated the clinicopathological characteristics and prognosis of 312 consecutive endometrial carcinoma cases submitted to complete surgical staging at a single institution. We compared MMRd and mismatch repair protein-proficient (MMRp) tumors and examined the effects of the MMR protein loss type (MLH1/PMS2 vs. MSH2/MSH6) and influence of L1CAM and p53 expression. The median follow-up period was 54.5 (range, 0-120.5) months. No difference was observed between MMRd [n = 166 (37.2%)] and MMRp [n = 196 (62.8%)] cases in terms of age, body mass index, FIGO stage, tumor grade, tumor size, depth of myometrial infiltration, or lymph node metastasis. More MMRd than MMRp tumors had endometrioid histology (87.9% vs. 75.5%) and despite MMRd had more lymphovascular space invasion (LVSI; 27.2% vs. 16.9%), they presented fewer recurrences and no difference in lymph node metastasis and disease-related death. Relative to those with MLH1/MSH6 loss, tumors with MSH2/MSH6 loss were diagnosed at earlier FIGO stages, were smaller, and had less ≥50% myometrial invasion, LVSI and lymph node metastasis. Outcomes, however, did not differ between these groups. L1CAM positivity and mutation-type p53 expression were more common in MMRp than in MMRd tumors and did not differ between the MLH1/PMS2 and MSH2/MSH6 loss groups. In the entire cohort, L1CAM and mutation p53 expression were associated with worse prognosis, but only non-endometrioid histology, FIGO stage III/IV, and deep myometrial infiltration were significant predictors. In the subgroup of endometrioid carcinomas, only FIGO stage III/IV was associated with poor outcomes. The risk of lymph node metastasis was associated with tumor size, non-endometrioid histology, and multifocal LVSI. For MMRd tumors, only tumor size and myometrial invasion depth were predictive of lymph node involvement. In our cohort, MMRd tumors were associated with greater recurrence-free, but not overall, survival. The precise identification of MMRd status, present in a substantial proportion of endometrial cancer cases, is a challenge to be overcome for proper patient management. MMRd status serves as a marker for Lynch syndrome, and a significant number of these tumors are high risk and candidate to immunotherapy.
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Affiliation(s)
- Daniela de Freitas
- Instituto do Cancer do Estado de São Paulo, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Arnaldo, 251, ZIP code 01246-000, Sao Paulo, SP, Brazil
- Department of Pathology, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Arnaldo, 455, room 1465, ZIP code 01246-903, Sao Paulo, SP, Brazil
| | - Fernando Nalesso Aguiar
- Instituto do Cancer do Estado de São Paulo, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Arnaldo, 251, ZIP code 01246-000, Sao Paulo, SP, Brazil
| | - Cristina Anton
- Instituto do Cancer do Estado de São Paulo, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Arnaldo, 251, ZIP code 01246-000, Sao Paulo, SP, Brazil
| | | | - Carlos Eduardo Bacchi
- Consultoria em Patologia, Rua Major Leônidas Cardoso, 739, ZIP code 18602-010, Botucatu, SP, Brazil
| | - Jesus Paula Carvalho
- Instituto do Cancer do Estado de São Paulo, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Arnaldo, 251, ZIP code 01246-000, Sao Paulo, SP, Brazil
- Department of Obstetrics and Gynecology, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 255, ZIP code 05403-000, Sao Paulo, SP, Brazil
| | - Filomena Marino Carvalho
- Department of Pathology, Faculdade de Medicina da Universidade de São Paulo, Av. Dr. Arnaldo, 455, room 1465, ZIP code 01246-903, Sao Paulo, SP, Brazil
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Fu R, Zhang D, Yu X, Zhang H. The association of tumor diameter with lymph node metastasis and recurrence in patients with endometrial cancer: a systematic review and meta-analysis. Transl Cancer Res 2022; 11:4159-4177. [PMID: 36523313 PMCID: PMC9745381 DOI: 10.21037/tcr-22-2595] [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: 10/31/2022] [Accepted: 11/25/2022] [Indexed: 02/07/2024]
Abstract
BACKGROUND Tumor diameter (TD)/original lesion area has been reported to have a certain predictive effect on lymph node metastasis (LNM) and recurrence of endometrial cancer (EC) patients, but there is still controversy about their relationship. Therefore, we conducted a meta-analysis to provide reference for clinical management and follow-up studies of patients with EC. METHODS The databases of PubMed, Embase, Web of Science, Cochrane Library, China National Knowledge Infrastructure (CNKI), VIP, and Wanfang were searched, from inception to 27 October 2022, for studies regarding the association of TD with LNM risk and recurrence rate in EC. The search strategy was developed using a combination of free terms and medical subject headings (MeSH). Stata 15.0 was used to conduct the statistical analysis. Odds ratio (OR) with the 95% confidence interval (CI) were calculated to evaluate the association of TD and the risk of LNM and recurrence in EC patients. The OR value obtained from the multivariate analysis is first extracted; the results of univariate analysis were extracted for articles without the results of multivariate analysis. Newcastle-Ottawa Scale (NOS) assessed the quality of the included articles, publication bias was evaluated by Egger's test with funnel plots. RESULTS There was a total of 69 studies 123,383 EC patients included. Meta-analysis showed higher LNM risk in EC patients with the TD >2 cm, which was 2.88 times higher than that in those with ≤2 cm, and the difference was statistically significant (OR =2.88; 95% CI: 2.12-3.89; P<0.001), publication bias had no effect on the results. The risk of recurrence in EC patients with a TD >2 cm was 2.45 times higher than that in those with ≤2 cm (OR =2.45; 95% CI: 1.73-3.48; P<0.001), publication bias exerted influence over the results. CONCLUSIONS TD is associated with LNM and recurrence in patients with EC. Therefore, TD should be considered in the scope of surgery and adjuvant therapy.
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Affiliation(s)
- Ruifang Fu
- Department of Gynecology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Dongli Zhang
- Department of Gynecology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Xiaohan Yu
- Department of Gynecology, Huaihe Hospital of Henan University, Kaifeng, China
| | - Hongxia Zhang
- Department of Gynecology, Huaihe Hospital of Henan University, Kaifeng, China
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Jin X, Shen C, Yang X, Yu Y, Wang J, Che X. Association of Tumor Size With Myometrial Invasion, Lymphovascular Space Invasion, Lymph Node Metastasis, and Recurrence in Endometrial Cancer: A Meta-Analysis of 40 Studies With 53,276 Patients. Front Oncol 2022; 12:881850. [PMID: 35719999 PMCID: PMC9201106 DOI: 10.3389/fonc.2022.881850] [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: 02/23/2022] [Accepted: 05/04/2022] [Indexed: 11/13/2022] Open
Abstract
Background Myometrial invasion (MI), lymphovascular space invasion (LVSI), and lymph node metastasis (LNM) have been found to have independent prognostic factors in endometrial cancer. Tumor size has practical advantages in endometrial cancer. The cutoff values for tumor size conformed with current literature. More and more studies inferred that tumor size >20 mm showed a strong correlation. However, the relationship between tumor size >20 mm and MI, LVSI, LNM, recurrence, and overall survival (OS) remains controversial, and no meta-analysis has been conducted. Therefore, a systematic review and meta-analysis should be performed to discuss this issue later on. Methods Relevant articles were collected from PubMed, EMBASE, and Cochrane Library databases from January 1990 to June 2021. The predictive value of tumor size >20 mm in endometrial cancer was studied, and data were pooled for meta-analysis using Review Manager 5.1. Additionally, the odds ratio (OR) was analyzed, and cumulative analyses of hazard ratio (HR) and their corresponding 95% CI were conducted. Results A total of 40 articles with 53,276 endometrial cancer patients were included in the meta-analysis. It contained 7 articles for MI, 6 for LVSI, 21 for LNM, 7 for recurrence, and 3 for OS. Primary tumor size >20 mm was significantly associated with depth of MI (OR = 5.59, 95% CI [5.02, 6.23], p < 0.001), positive LVSI (OR = 3.35, 95% CI [2.34, 4.78], p < 0.001), positive LNM (OR = 4.11, 95% CI [3.63, 4.66], p < 0.001), and recurrence (OR = 3.52, 95% CI [2.39, 5.19], p < 0.001). Tumor size >20 mm was also related to OS via meta-synthesis of HR in univariate survival (HR 2.13, 95% CI [1.28, 3.53], p = 0.003). There was no significant publication bias in this study by funnel plot analysis. Conclusion Primary tumor size >20 mm was an independent predictive factor for the depth of MI, positive LVSI, positive LNM, recurrence, and poor OS. Therefore, it is more important to take into account the value of tumor size in the clinicopathological staging of endometrial carcinoma. Tumor size >20 mm should be integrated into the intraoperative algorithm for performing a full surgical staging. Well-designed and multicenter studies, with a larger sample size, are still required to verify the findings.
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Affiliation(s)
- Xiaoying Jin
- Department of Obstetrics and Gynecology, Jiaxing University Affiliated Maternity and Child Hospital, Jiaxing, China
| | - Chunjuan Shen
- Department of Obstetrics and Gynecology, Jiaxing University Affiliated Maternity and Child Hospital, Jiaxing, China
| | - Xiaodi Yang
- Department of Obstetrics and Gynecology, Jiaxing University Affiliated Maternity and Child Hospital, Jiaxing, China
| | - Yayuan Yu
- Department of Obstetrics and Gynecology, Jiaxing University Affiliated Maternity and Child Hospital, Jiaxing, China
| | - Jianzhang Wang
- Department of Gynecology, Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Xuan Che
- Department of Obstetrics and Gynecology, Jiaxing University Affiliated Maternity and Child Hospital, Jiaxing, China
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