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Ayati N, Askari E, Fotouhi M, Soltanabadi M, Aghaee A, Roustaei H, Scott AM. Nuclear medicine imaging in non-seminomatous germ cell tumors: lessons learned from the past failures. Cancer Imaging 2024; 24:156. [PMID: 39558421 PMCID: PMC11571929 DOI: 10.1186/s40644-024-00794-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 10/24/2024] [Indexed: 11/20/2024] Open
Abstract
There is an unmet need for a more accurate molecular imaging radiotracer in the field of non-seminomatous germ cell tumors (NSGCT). The clinical problem is that no single imaging modality is able to differentiate teratoma from necrotic tissue in NSGCTs, which the nuclear medicine techniques are no exception. The exponential growth in the list of potentially promising radiotracers may hold promise in the future for imaging of NSGCTs. Here, we have reviewed the past efforts and potential future advances in this field.
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Affiliation(s)
- Narjess Ayati
- Department of Theranostics and Nuclear Medicine, St. Vincent's Hospital, Sydney, NSW, Australia
- St. Vincent's Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - Emran Askari
- Nuclear Medicine Research Center, Mashhad University of Medical Sciences (MUMS), Mashhad, Iran
| | - Maryam Fotouhi
- Advanced Diagnostic and Interventional Radiology Research Center (ADIR), Cancer Institute, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Masume Soltanabadi
- Rajaie Cardiovascular Medical and Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Atena Aghaee
- Nuclear Medicine Research Center, Mashhad University of Medical Sciences (MUMS), Mashhad, Iran
| | - Hesamoddin Roustaei
- Department of Nuclear Medicine, University Hospital Salzburg, Paracelsus Medical University, Salzburg, Austria
| | - Andrew M Scott
- Tumour Targeting Laboratory, Olivia Newton-John Cancer Research Institute, Melbourne, VIC, Australia.
- School of Cancer Medicine, La Trobe University, Melbourne, VIC, Australia.
- Department of Molecular Imaging & Therapy, Austin Health, 145 Studley Road, Heidelberg, VIC, 3084, Australia.
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.
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Li S, Xiong S, Yang L, zheng F, Liu J, Jiang M, Liu X, Liu W, Deng J, Fu B, Deng W. Development and validation of a nomogram to predict lung metastasis in patients with testicular germ cell tumors. Heliyon 2023; 9:e20177. [PMID: 37809781 PMCID: PMC10559949 DOI: 10.1016/j.heliyon.2023.e20177] [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: 05/15/2023] [Revised: 09/05/2023] [Accepted: 09/13/2023] [Indexed: 10/10/2023] Open
Abstract
Background Lung metastatic tumor (LM) is one of testicular germ cell tumors' most common metastatic sites. Our study aimed to develop a nomogram for predicting the risk of LM among patients with testicular germ cell tumors (TGCTs). Methods Clinicopathological information of 4078 patients with TGCT between 2010 and 2015 was obtained from SEER. Univariate and multivariate logistic regression analyses were performed to identify risk factors for LM, and a nomogram was developed based on these factors. Calibration curves, area under the receiver operating curve (AUC), and decision curve analysis (DCA) were used to evaluate the accuracy and discrimination of the model. Results Study participants included 4078 people with TGCTs, including 305 people with LM. They were randomly divided into two groups (training cohort = 2854 and validation cohort = 1224) at a ratio of 7:3. The following variables were incorporated in the nomogram: marital status, tumor histological type, T stage, brain metastasis, liver metastasis, lactate dehydrogenase (LDH), and chemotherapy. Besides, the AUC of it was 0.922 in the training cohort, while was 0.930 in the validation cohort. Training and validation cohort calibrations showed that the nomogram had excellent predictive abilities. DCA suggested it was more clinically relevant than the traditional TN staging. Conclusion We have established a nomogram to predict the risk of LM in patients with TGCTs. Doctors and patients can use this nomogram to monitor and identify lung metastasis of tumors through active monitoring and follow-up.
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Affiliation(s)
- Sheng Li
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Situ Xiong
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Lin Yang
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Fuchun zheng
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Jiahao Liu
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Ming Jiang
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Xiaoqiang Liu
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Weipeng Liu
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Jun Deng
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Bin Fu
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
| | - Wen Deng
- Department of Urology, First Affiliated Hospital of Nanchang University, Nanchang, 330000, China
- Jiangxi Institute of Urology, Nanchang, China
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Scavuzzo A, Figueroa-Rodriguez P, Stefano A, Jimenez Guedulain N, Muruato Araiza S, Cendejas Gomez JDJ, Quiroz Compeaán A, Victorio Vargas DO, Jiménez-Ríos MA. CT Rendering and Radiomic Analysis in Post-Chemotherapy Retroperitoneal Lymph Node Dissection for Testicular Cancer to Anticipate Difficulties for Young Surgeons. J Imaging 2023; 9:jimaging9030071. [PMID: 36976122 PMCID: PMC10056656 DOI: 10.3390/jimaging9030071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 03/09/2023] [Accepted: 03/14/2023] [Indexed: 03/29/2023] Open
Abstract
Post-chemotherapy retroperitoneal lymph node dissection (PC-RPLND) in non-seminomatous germ-cell tumor (NSTGCTs) is a complex procedure. We evaluated whether 3D computed tomography (CT) rendering and their radiomic analysis help predict resectability by junior surgeons. The ambispective analysis was performed between 2016-2021. A prospective group (A) of 30 patients undergoing CT was segmented using the 3D Slicer software while a retrospective group (B) of 30 patients was evaluated with conventional CT (without 3D reconstruction). CatFisher's exact test showed a p-value of 0.13 for group A and 1.0 for Group B. The difference between the proportion test showed a p-value of 0.009149 (IC 0.1-0.63). The proportion of the correct classification showed a p-value of 0.645 (IC 0.55-0.87) for A, and 0.275 (IC 0.11-0.43) for Group B. Furthermore, 13 shape features were extracted: elongation, flatness, volume, sphericity, and surface area, among others. Performing a logistic regression with the entire dataset, n = 60, the results were: Accuracy: 0.7 and Precision: 0.65. Using n = 30 randomly chosen, the best result obtained was Accuracy: 0.73 and Precision: 0.83, with a p-value: 0.025 for Fisher's exact test. In conclusion, the results showed a significant difference in the prediction of resectability with conventional CT versus 3D reconstruction by junior surgeons versus experienced surgeons. Radiomic features used to elaborate an artificial intelligence model improve the prediction of resectability. The proposed model could be of great support in a university hospital, allowing it to plan the surgery and to anticipate complications.
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Affiliation(s)
- Anna Scavuzzo
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Pavel Figueroa-Rodriguez
- Instituto Nacional de Cancerologia, Department of Biomedical Engineering, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Alessandro Stefano
- Institute of Molecular Bioimaging and Physiology, National Research Council (IBFM-CNR), 90015 Cefalù, Italy
| | - Nallely Jimenez Guedulain
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Sebastian Muruato Araiza
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Jose de Jesus Cendejas Gomez
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Alejandro Quiroz Compeaán
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Dimas O Victorio Vargas
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
| | - Miguel A Jiménez-Ríos
- Instituto Nacional de Cancerologia, Department of Urology, Universidad Autonoma de Mexico-UNAM, Mexico City 14080, Mexico
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The Importance of Repeat Imaging Prior to Treatment Decision-making in Testicular Cancer: Commentary From the Inaugural Global Society of Rare Genitourinary Tumors Summit. Clin Genitourin Cancer 2022; 21:418.e1-418.e6. [PMID: 36624008 DOI: 10.1016/j.clgc.2022.12.005] [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: 11/21/2022] [Revised: 12/13/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022]
Abstract
Testicular cancer is a rare cancer that often affects young and otherwise healthy patients. Imaging plays a critical role in the staging and surveillance of patients with testicular cancer. Indeterminate findings on staging or surveillance imaging, can lead to challenging management decisions for clinicians and patients. In this article, we review the importance of short-interval, repeat imaging for several scenarios faced by patients with testicular cancer and their clinicians. The challenging scenarios and recommendations provided in this article summarize the discussion from the inaugural Global Society of Rare Genitourinary Tumors (GSRGT) Summit held on December 11-12, 2020.
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Aldrink JH, Glick RD, Baertschiger RM, Kulaylat AN, Lautz TB, Christison-Lagay E, Grant CN, Tracy E, Dasgupta R, Brown EG, Mattei P, Rothstein DH, Rodeberg DA, Ehrlich PF. Update on pediatric testicular germ cell tumors. J Pediatr Surg 2022; 57:690-699. [PMID: 33975708 DOI: 10.1016/j.jpedsurg.2021.04.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 03/25/2021] [Accepted: 04/01/2021] [Indexed: 12/01/2022]
Abstract
BACKGROUND Testicular germ cell tumors are uncommon tumors that are encountered by pediatric surgeons and urologists and require a knowledge of appropriate contemporary evaluation and surgical and medical management. METHOD A review of the recommended diagnostic evaluation and current surgical and medical management of children and adolescents with testicular germ cell tumors based upon recently completed clinical trials was performed and summarized in this article. RESULTS In this summary of childhood and adolescent testicular germ cell tumors, we review the initial clinical evaluation, surgical and medical management, risk stratification, results from recent prospective cooperative group studies, and clinical outcomes. A summary of recently completed clinical trials by pediatric oncology cooperative groups is provided, and best surgical practices are discussed. CONCLUSIONS Testicular germ cell tumors in children are rare tumors. International collaborations, data-sharing, and enrollment of patients at all stages and risk classifications into active clinical trials will enhance our knowledge of these rare tumors and most importantly improve outcomes of patients with testicular germ cell tumors. LEVEL OF EVIDENCE This is a review article of previously published and referenced level 1 and 2 studies, but also includes expert opinion level 5, represented by the American Pediatric Surgical Association Cancer Committee.
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Affiliation(s)
- Jennifer H Aldrink
- Department of Surgery, Division of Pediatric Surgery, The Ohio State University College of Medicine, Nationwide Children's Hospital, Columbus, OH 43205, United States.
| | - Richard D Glick
- Division of Pediatric Surgery, Department of Surgery, Zucker School of Medicine at Hofstra/Northwell, Cohen Children's Medical Center, New Hyde Park, NY, United States
| | - Reto M Baertschiger
- Division of General and Thoracic Surgery, The Hospital for Sick Kids, University of Toronto, Toronto, Ontario, Canada
| | - Afif N Kulaylat
- Division of Pediatric Surgery, Department of Surgery, Penn State Children's Hospital, Hershey, PA, United States
| | - Timothy B Lautz
- Division of Pediatric Surgery, Department of Surgery, Ann and Robert H Lurie Children's Hospital of Chicago, Northwestern University, Chicago, IL, United States
| | - Emily Christison-Lagay
- Department of Surgery, Division of Pediatric Surgery, Yale-New Haven Children's Hospital, Yale School of Medicine, New Haven, CT, United States
| | - Christa N Grant
- Division of Pediatric Surgery, Department of Surgery, Penn State Children's Hospital, Hershey, PA, United States
| | - Elisabeth Tracy
- Department of Surgery, Division of Pediatric Surgery, Duke University Medical Center, Durham, NC, United States
| | - Roshni Dasgupta
- Division of Pediatric General and Thoracic Surgery, Cincinnati Children's Medical Center, University of Cincinnati, Cincinnati OH, United States
| | - Erin G Brown
- Division of Pediatric Surgery, Department of Surgery, University of California Davis, Sacramento, CA, United States
| | - Peter Mattei
- General, Thoracic and Fetal Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - David H Rothstein
- Department of Surgery, Seattle Children's Hospital, University of Washington, Seattle, WA, United States
| | - David A Rodeberg
- Department of Surgery, Division of Pediatric Surgery, East Carolina University, Greenville, NC, United States
| | - Peter F Ehrlich
- Department of Surgery, Mott Children's Hospital, University of Michigan, Ann Arbor, MI, United States
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Pathologic concordance of resected metastatic nonseminomatous germ cell tumors in the chest. J Thorac Cardiovasc Surg 2020; 161:856-868.e1. [PMID: 33478834 DOI: 10.1016/j.jtcvs.2020.10.158] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 10/23/2020] [Accepted: 10/28/2020] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Men with metastatic nonseminomatous germ cell tumors (NSGCTs) often present with residual chest tumors after chemotherapy. We examined the pathologic concordance of intrathoracic disease and outcomes based on the worst pathology of disease resected at first thoracic surgery. METHODS A retrospective analysis was performed of consecutive patients undergoing thoracic resection for metastatic NSGCT in our institution between 2005 and 2018. RESULTS Eighty-nine patients (all men) were included. The median age was 29 years (interquartile range [IQR], 23-35 years). Primary sites were testis (n = 84; 94.4%) and retroperitoneum (n = 5; 5.6%). Eighty-seven patients received chemotherapy before undergoing surgery. Nineteen patients (21.3%; group 1) had malignancy resected at first surgery (OR1), and the other 70 patients had benign disease at OR1 (78.7%; group 2). Concordant pathology between lungs was 85.2% in group 1 and 91% in group 2, and between lung and mediastinum was 50% in group 1 and 72.7% in group 2. Despite no teratoma at OR1, 3 patients (15.8%) in group 2 had resection of teratoma (n = 2) or malignancy (n = 1) at future surgery. After a mean follow-up of 65.5 months (IQR, 23.1-89.2 months) for group 1 and 47.7 months (IQR, 13.0-75.1 months) for group 2, overall survival was significantly worse for group 1 (68.4% vs 92.9%; P = .03). CONCLUSIONS The wide range of pathology resected in patients with intrathoracic NSGCT metastases requires careful decision making regarding treatment. Pathologic concordance between lungs is better than that between lung and mediastinum in patients with intrathoracic NSGCT metastases. Aggressive surgical management should be considered for all residual disease due to the low concordance between sites and the potential for excellent long-term survival even in patients with chemotherapy-refractory disease.
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Werntz RP, Eggener SE. Defining risk of micrometastatic disease and tumor recurrence in patients with stage I testicular germ cell tumors. Transl Androl Urol 2020; 9:S31-S35. [PMID: 32055483 DOI: 10.21037/tau.2019.06.20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
There is controversy in the management of patients with clinical stage I non-seminomatous germ cell tumor (NSGCT). Some experts recommend surveillance for all patients regardless of risk factors while others suggest a more risk-adapted approach by using lymphovascular invasion (LVI) and the embryonal component in the primary tumor to select patients most likely to benefit from primary treatment [retroperitoneal lymph node dissection (RPLND) or chemotherapy]. With the surveillance for all strategy, only patients who relapse are treated. While this minimizes the over treatment, problem associated with the risk adapted approach, this exposes young men to the effects of full induction cisplatin-based chemotherapy when these men could have received fewer cycles of bleomycin, etoposide, and cisplatin (BEP) or a curative primary RPLND. The challenge is identifying these men who are most likely to benefit from upfront treatment more precisely. This paper explores the currently risk adapted approaches as well as promising emerging biomarkers (microRNA) that, in early data, appear to more accurately predict the presence of microscopic disease in the retroperitoneum over conventional markers.
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Affiliation(s)
- Ryan P Werntz
- Section of Urology, Department of Surgery, The University of Chicago Medicine, Chicago, IL, USA
| | - Scott E Eggener
- Section of Urology, Department of Surgery, The University of Chicago Medicine, Chicago, IL, USA
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Cimadamore A, Scarpelli M, Santoni M, Massari F, Tartari F, Cerqueti R, Lopez-Beltran A, Cheng L, Montironi R. Genitourinary Tumors: Update on Molecular Biomarkers for Diagnosis, Prognosis and Prediction of Response to Therapy. Curr Drug Metab 2019; 20:305-312. [PMID: 30799789 DOI: 10.2174/1389200220666190225124352] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 01/11/2019] [Accepted: 02/05/2019] [Indexed: 01/09/2023]
Abstract
BACKGROUND Research of biomarkers in genitourinary tumors goes along with the development of complex emerging techniques ranging from next generation sequencing platforms, applied to archival pathology specimens, cytological samples, liquid biopsies, and to patient-derived tumor models. METHODS This contribution is an update on molecular biomarkers for diagnosis, prognosis and prediction of response to therapy in genitourinary tumors. The following major topics are dealt with: Immunological biomarkers, including the microbiome, and their potential role and caveats in renal cell carcinoma, bladder and prostate cancers and testicular germ cell tumors; Tissue biomarkers for imaging and therapy, with emphasis on Prostate-specific membrane antigen in prostate cancer; Liquid biomarkers in prostate cancer, including circulating tumor cell isolation and characterization in renal cell carcinoma, bladder cancer with emphasis on biomarkers detectable in the urine and testicular germ cell tumors; and Biomarkers and economic sustainability. CONCLUSION The identification of effective biomarkers has become a major focus in cancer research, mainly due to the necessity of selecting potentially responsive patients in order to improve their outcomes, as well as to reduce the toxicity and costs related to ineffective treatments.
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Affiliation(s)
- Alessia Cimadamore
- Section of Pathological Anatomy, Polytechnic University of the Marche Region, School of Medicine, United Hospitals, Ancona, Italy
| | - Marina Scarpelli
- Section of Pathological Anatomy, Polytechnic University of the Marche Region, School of Medicine, United Hospitals, Ancona, Italy
| | | | | | - Francesca Tartari
- Department of Economics and Law, University of Macerata, Macerata, Italy
| | - Roy Cerqueti
- Department of Economics and Law, University of Macerata, Macerata, Italy
| | | | - Liang Cheng
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Rodolfo Montironi
- Section of Pathological Anatomy, Polytechnic University of the Marche Region, School of Medicine, United Hospitals, Ancona, Italy
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Thomas LJ, Brooks MA, Stephenson AJ. The Role of Imaging in the Diagnosis, Staging, Response to Treatment, and Surveillance of Patients with Germ Cell Tumors of the Testis. Urol Clin North Am 2019; 46:315-331. [DOI: 10.1016/j.ucl.2019.05.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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