3
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Chen J, Wang X, Lv H, Zhang W, Tian Y, Song L, Wang Z. Development and external validation of a clinical-radiomics nomogram for preoperative prediction of LVSI status in patients with endometrial carcinoma. J Cancer Res Clin Oncol 2023; 149:13943-13953. [PMID: 37542548 DOI: 10.1007/s00432-023-05044-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 06/28/2023] [Indexed: 08/07/2023]
Abstract
PURPOSE To develop and validate a model that incorporates radiomics based on MRI scans and clinical characteristics to predict lymphovascular invasion (LVSI) in endometrial cancer (EC) patients. METHODS There were 332 patients with EC enrolled retrospectively in this multicenter study. Radiomics score (Radscore) were computed using the valuable radiomics features. The independent predictors of LVSI were identified by univariate logistic analysis. Multivariate logistic regression was used to develop a clinical-radiomics predictive model. Based on the model, a nomogram was developed and validated internally and externally. The nomogram was evaluated with discrimination, calibration, decision curve analysis (DCA), and clinical impact curves (CIC). RESULTS Three predictive models were constructed based on clinicopathological features, radiomic factors and a combination of them, and that the clinic-radiomic model performed best among the three models. Four independent factors comprised the clinical-radiomics model: dynamic contrast enhancement rate of late arterial phase (DCE2), deep myometrium invasion (DMI), lymph node metastasis (LNM), and Radscore. Clinical-radiomics model performance was 0.901 (95% CI 0.84-0.96) in the training cohort, 0.80 (95% CI 0.68-0.92) in the internal validation cohort, and 0.81 (95% CI 0.73-0.9) in the external validation cohort for identifying patients with LVSI, respectively. The model is used to develop a nomogram for clinical use. CONCLUSIONS The MRI-based radiomics nomogram could serve as a noninvasive tool to predict LVSI in EC patients.
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Affiliation(s)
- Jingya Chen
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China
| | | | - Haoyi Lv
- University of Science and Technology of China, Hefei, Anhui, China
| | - Wei Zhang
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing, Jiangsu Province, China
| | - Ying Tian
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China
| | - Lina Song
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China
| | - Zhongqiu Wang
- Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210009, Jiangsu, China.
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4
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Yang X, Yin J, Fu Y, Shen Y, Zhang C, Yao S, Xu C, Xia M, Lou G, Liu J, Lin B, Wang J, Zhao W, Zhang J, Cheng W, Guo H, Guo R, Xue F, Wang X, Han L, Li X, Zhang P, Zhao J, Li W, Dou Y, Wang Z, Liu J, Li K, Chen G, Sun C, Sun P, Lu W, Yao Q. Preoperative and intraoperative assessment of myometrial invasion in patients with FIGO stage I non-endometrioid endometrial carcinoma-a large-scale, multi-center, and retrospective study. Diagn Pathol 2023; 18:8. [PMID: 36698195 PMCID: PMC9878924 DOI: 10.1186/s13000-023-01294-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 01/16/2023] [Indexed: 01/26/2023] Open
Abstract
INTRODUCTION Myometrial invasion is a prognostic factor for lymph node metastases and decreased survival in non-endometrioid endometrial carcinoma patients. Herein, we explored the mode of myometrial invasion diagnosis in FIGO stage I non-endometrioid carcinoma and evaluated the differences in diagnostic efficiency among intraoperative frozen section (IFS), intraoperative gross examination (IGE), magnetic resonance imaging (MRI), and computed tomography (CT) in clinical practice. Finally, we suggested which test should be routinely performed. METHOD This was a historical cohort study nationwide with 30 centers in China between January 2000 and December 2019. Clinical data, including age, histology, method of myometrial invasion evaluation (MRI, CT, IGE, and IFS), and final diagnosis of postoperative paraffin sections, were collected from 490 non-endometrioid endometrial carcinoma (serous, clear cell, undifferentiated, mixed carcinoma, and carcinosarcoma) women in FIGO stage I. RESULTS Among the 490 patients, 89.59% presented myometrial invasion. The methods reported for myometrial invasion assessment were IFS in 23.47%, IGE in 69.59%, MRI in 37.96%, and CT in 10.20% of cases. The highest concordance was detected between IFS and postoperative paraffin sections (Kappa = 0.631, accuracy = 93.04%), followed by IGE (Kappa = 0.303, accuracy = 82.40%), MRI (Kappa = 0.131, accuracy = 69.35%), and CT (Kappa = 0.118, accuracy = 50.00%). A stable diagnostic agreement between IFS and the final results was also found through the years (2000-2012: Kappa = 0.776; 2013-2014: Kappa = 0.625; 2015-2016: Kappa = 0.545; 2017-2019: Kappa = 0.652). CONCLUSION In China, the assessment of myometrial invasion in non-endometrioid endometrial carcinoma is often performed via IGE, but the reliability is relatively low in contrast to IFS. In clinical practice, IFS is a reliable method that can help accurately assess myometrial invasion and intraoperative decision-making (lymph node dissection or not). Hence, it should be routinely performed in non-endometrioid endometrial carcinoma patients.
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Affiliation(s)
- Xiaohang Yang
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Jingjing Yin
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Yu Fu
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Yuanming Shen
- grid.13402.340000 0004 1759 700XWomen’s Hospital, School of Medicine, Zhejiang University, Hangzhou, 310000 China
| | - Chuyao Zhang
- grid.488530.20000 0004 1803 6191Department of Gynecologic Oncology, Sun Yat-Sen University Cancer Center, 651 Dongfeng E Rd, Guangzhou, 510060 China
| | - Shuzhong Yao
- grid.412615.50000 0004 1803 6239Department of Obstetrics and Gynecology, The First Affiliated Hospital of Sun Yat-Sen University, No 58. Zhong Shan ER Lu, Guangzhou, 510080 China
| | - Congjian Xu
- grid.412312.70000 0004 1755 1415Department of Gynecology, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China
| | - Min Xia
- grid.440323.20000 0004 1757 3171Department of Gynecology and Obstetrics, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, NO 20 Yuhuangding East Road, Yantai, Shandong 264000 China
| | - Ge Lou
- grid.412651.50000 0004 1808 3502Department of Gynecology Oncology, Harbin Medical University Cancer Hospital, Harbin, 150086 China
| | - Jihong Liu
- grid.488530.20000 0004 1803 6191Department of Gynecologic Oncology, Sun Yat-Sen University Cancer Center, 651 Dongfeng E Rd, Guangzhou, 510060 China
| | - Bei Lin
- grid.412467.20000 0004 1806 3501Department of Obstetrics and Gynecology, Shengjing Hospital Affiliated to China Medical University, No. 36, Sanhao Street, Heping District, Shenyang, Liaoning 110004 China
| | - Jianliu Wang
- grid.411634.50000 0004 0632 4559Peking University People’s Hospital, Beijing, 100044 China
| | - Weidong Zhao
- grid.59053.3a0000000121679639The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230001 China
| | - Jieqing Zhang
- grid.256607.00000 0004 1798 2653Department of Gynecologic Oncology, Guangxi Medical University Cancer Hospital, 71 Hedi Road, Nanning, Guangxi 530021 China
| | - Wenjun Cheng
- grid.412676.00000 0004 1799 0784The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Gulou District, Nanjing, Jiangsu 210029 China
| | - Hongyan Guo
- grid.411642.40000 0004 0605 3760The Third Hospital of Peking University, 49 North Garden Rd., Haidian District, Beijing, China
| | - Ruixia Guo
- grid.412633.10000 0004 1799 0733Department of Gynecology and Obstetrics, The First Affiliated Hospital of Zhengzhou University, No.1, Jianshe East Road, Zhengzhou, 450052 China
| | - Fengxia Xue
- grid.412645.00000 0004 1757 9434Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, 154 Anshan Dao, Heping District, Tianjin, 300052 China
| | - Xipeng Wang
- grid.412987.10000 0004 0630 1330Department of Gynecology and Obstetrics, XinHua Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, 200092 China
| | - Lili Han
- grid.410644.3Department of Gynecology, People’s Hospital of Xinjiang Uygur Autonomous Region, No. 91 Tianchi Street, Tianshan District, Urumqi, 830001 China
| | - Xiaomao Li
- grid.412558.f0000 0004 1762 1794Department of Gynecology and Obstetrics, The Third Affiliated Hospital, Sun Yat-Sen University, No. 600 Tianhe Road, Tianhe District, Guangzhou, 510630 China
| | - Ping Zhang
- grid.452704.00000 0004 7475 0672Department of Gynecology, The Second Hospital of Shandong University, 247 Bei Yuan Street, Jinan, Shandong 250033 China
| | - Jianguo Zhao
- grid.410626.70000 0004 1798 9265Department of Gynecologic Oncology, Tianjin Central Hospital of Gynecology and Obstetrics, Affiliated Hospital of Nankai University, No. 156, Sanma Road, Nankai District, Tianjin, 300100 China ,grid.216938.70000 0000 9878 7032Tianjin Clinical Research Center for Gynecology and Obstetrics, Affiliated Hospital of Nankai University, No. 156, Sanma Road, Nankai District, Tianjin, 300100 China ,grid.216938.70000 0000 9878 7032Branch of National Clinical Research Center for Gynecology and Obstetrics, Affiliated Hospital of Nankai University, No. 156, Sanma Road, Nankai District, Tianjin, 300100 China
| | - Wenting Li
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Yingyu Dou
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Zizhuo Wang
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Jingbo Liu
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Kezhen Li
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Gang Chen
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Chaoyang Sun
- grid.412793.a0000 0004 1799 5032Cancer Biology Research Center (Key Laboratory of the Ministry of Education), Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China ,grid.412793.a0000 0004 1799 5032Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430000 China
| | - Pengming Sun
- grid.256112.30000 0004 1797 9307Fujian Provincial Women & Children’s Hospital, Fujian Provincial Maternity & Children Health Hospital, Fujian Medical University, Fuzhou, Fujian 350000 China
| | - Weiguo Lu
- grid.13402.340000 0004 1759 700XWomen’s Hospital, School of Medicine, Zhejiang University, Hangzhou, 310000 China
| | - Qin Yao
- grid.412521.10000 0004 1769 1119Department of Obstetrics and Gynecology, The Affiliated Hospital of Qingdao University, 16 Jiangsu Road, Qingdao, Shandong 266003 China
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6
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Mandato VD, Palicelli A, Torricelli F, Mastrofilippo V, Leone C, Dicarlo V, Tafuni A, Santandrea G, Annunziata G, Generali M, Pirillo D, Ciarlini G, Aguzzoli L. Should Endometrial Cancer Treatment Be Centralized? BIOLOGY 2022; 11:biology11050768. [PMID: 35625496 PMCID: PMC9138425 DOI: 10.3390/biology11050768] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 05/10/2022] [Accepted: 05/13/2022] [Indexed: 05/17/2023]
Abstract
Endometrial cancer (EC) is the most common malignancy of the female genital tract in Western and emerging countries. In 2012, new cancer cases numbered 319,605, and 76,160 cancer deaths were diagnosed worldwide. ECs are usually diagnosed after menopause; 70% of ECs are diagnosed at an early stage with a favorable prognosis and a 5-year overall survival rate of 77%. On the contrary, women with advanced or recurrent disease have extremely poor outcomes because they show a low response rate to conventional chemotherapy. EC is generally considered easy to treat, although it presents a 5-year mortality of 25%. Though the guidelines (GLs) recommend treatment in specialized centers by physicians specializing in gynecologic oncology, most women are managed by general gynecologists, resulting in differences and discrepancies in clinical management. In this paper we reviewed the literature with the aim of highlighting where the treatment of EC patients requires gynecologic oncologists, as suggested by the GLs. Moreover, we sought to identify the causes of the lack of GL adherence, suggesting useful changes to ensure adequate treatment for all EC patients.
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Affiliation(s)
- Vincenzo Dario Mandato
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
- Correspondence:
| | - Andrea Palicelli
- Pathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (A.P.); (A.T.); (G.S.)
| | - Federica Torricelli
- Laboratory of Translational Research, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy;
| | - Valentina Mastrofilippo
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Chiara Leone
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Vittoria Dicarlo
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Alessandro Tafuni
- Pathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (A.P.); (A.T.); (G.S.)
- Pathology Unit, Department of Medicine and Surgery, University of Parma, 43121 Parma, Italy
| | - Giacomo Santandrea
- Pathology Unit, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (A.P.); (A.T.); (G.S.)
- Clinical and Experimental Medicine PhD Program, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Gianluca Annunziata
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Matteo Generali
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Debora Pirillo
- Unit of Obstetrics and Gynecology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (V.M.); (C.L.); (V.D.); (G.A.); (M.G.); (D.P.)
| | - Gino Ciarlini
- Unit of Surgical Gynecol Oncology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (G.C.); (L.A.)
| | - Lorenzo Aguzzoli
- Unit of Surgical Gynecol Oncology, Azienda USL-IRCCS di Reggio Emilia, 42122 Reggio Emilia, Italy; (G.C.); (L.A.)
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9
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Doğan Durdağ G, Alemdaroğlu S, Aka Bolat F, Yılmaz Baran Ş, Yüksel Şimşek S, Çelik H. Accuracy of intra-operative frozen section in guiding surgical staging of endometrial cancer. Arch Gynecol Obstet 2021; 304:725-732. [PMID: 33608802 DOI: 10.1007/s00404-021-05979-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 01/19/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE Surgery consists the main treatment of endometrial cancer; however, decision of lypmhadenectomy is controversial. Intra-operative frozen section (FS) is commonly used in guiding surgical staging; nevertheless, there are different reports regarding its adequacy and reliability. Aim of this study is to assess accuracy of FS in predicting paraffin section (PS) results in patients with endometrium cancer. METHODS Data of 223 cases, who were operated for endometrial cancer at a tertiary hospital in 2012-2019, were analyzed retrospectively. Histological type, grade, tumor diameter, depth of myometrial invasion, and cervical and adnexal involvement in frozen and paraffin section were evaluated. Positive and negative predictive values and accuracy of frozen results in predicting paraffin results for each parameter was assessed. Statistical significance was taken as 0.05 in all tests. RESULTS Accuracy of FS in predicting PS results were 76.23% for histology, 75.45% for grade, 85.31% for depth of myometrial invasion, and 95.45% for tumor diameter. Surgery, based on FS results, caused undertreatment in 4 patients, while metastatic lymph node ratios were found in only 35.3-50.0% of cases who had high risk parameters at FS. CONCLUSION Our FS results have reasonable accuracy rates in predicting PS results, in comparison with the previous literature. However, even if the high risk parameters detected in FS predict PS accurately, absence of lymph node involvement in all cases with high risk parameters indicates that FS-based triage cannot prevent unnecessary lymphadenectomies.
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Affiliation(s)
- Gülşen Doğan Durdağ
- Faculty of Medicine, Department of Gynecology and Obsterics, Başkent University, Adana Application and Research Hospital, Adana, Turkey.
| | - Songül Alemdaroğlu
- Faculty of Medicine, Department of Gynecology and Obsterics, Başkent University, Adana Application and Research Hospital, Adana, Turkey
| | - Filiz Aka Bolat
- Faculty of Medicine, Department of Pathology, Başkent University, Adana Application and Research Hospital, Adana, Turkey
| | - Şafak Yılmaz Baran
- Faculty of Medicine, Department of Gynecology and Obsterics, Başkent University, Adana Application and Research Hospital, Adana, Turkey
| | - Seda Yüksel Şimşek
- Faculty of Medicine, Department of Gynecology and Obsterics, Başkent University, Adana Application and Research Hospital, Adana, Turkey
| | - Hüsnü Çelik
- Faculty of Medicine, Department of Gynecology and Obsterics, Başkent University, Adana Application and Research Hospital, Adana, Turkey
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