1
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Angeles A, Khazamipour N, Dhillon G, Janfaza S, Oo HZ, Ozgun G, Moeen A, Nichols C, Kollmannsberger C, Carey MS, Nappi L. Matching plasma and tissue miRNA expression analysis to detect viable ovarian germ cell tumors. PLoS One 2025; 20:e0322477. [PMID: 40343905 PMCID: PMC12063854 DOI: 10.1371/journal.pone.0322477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 03/23/2025] [Indexed: 05/11/2025] Open
Abstract
PURPOSE MicroRNAs (miRNAs) are emerging as circulating biomarkers in germ cell tumors (GCT) with potential to guide management. Their role and expression patterns are more established in testicular GCTs, while lesser data exist in ovarian GCTs (OGCT). METHODS Patients diagnosed with OGCT with plasma and tumor tissue available in our provincial biobank were included. Total RNA was extracted, and RT-qPCR was performed to measure miR-371-3 and miR-302/367 levels. Healthy plasma and ovarian tissue served as controls. Statistical analyses were performed using ANOVA and the Mann-Whitney U test. Clinicopathologic data was collected by chart review. RESULTS From 2007 to 2022, 23 patients with OGCT were identified: 13 with viable non-teratoma germ cell (VNTGC) and 10 with immature teratoma germ cell (ITGC) tumors. Compared to healthy controls, all patients with VNTGC but not ITGC tumors had significantly higher miRNA levels in preoperative plasma and tumor tissue. Plasma miRNA kinetics correlated with disease burden, decreasing to undetectable levels following treatment, and increasing significantly upon relapse. CONCLUSION MiR-371-3 and miR-302/367 are highly expressed in ovarian VNTGC but not ITGC tumors, and their plasma levels correlate with disease burden. Future studies validating these findings in a larger cohort are needed to develop miRNAs as circulating biomarkers for clinical use.
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Affiliation(s)
- Arkhjamil Angeles
- Department of Medicine, Medical Oncology Division, BC Cancer, Vancouver Centre, University of British Columbia, BC, Canada
| | - Nastaran Khazamipour
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Gurdial Dhillon
- Departments of Obstetrics and Gynecology and Clinical Research, University of British Columbia and BC Cancer, Vancouver, BC, Canada
| | - Sajjad Janfaza
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Htoo Zarni Oo
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | - Guliz Ozgun
- Department of Medicine, Medical Oncology Division, BC Cancer, Vancouver Centre, University of British Columbia, BC, Canada
| | - Alireza Moeen
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
- Testicular Cancer Commons, Beaverton, Oregon, United States of America
| | - Craig Nichols
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
- Departments of Obstetrics and Gynecology and Clinical Research, University of British Columbia and BC Cancer, Vancouver, BC, Canada
- Testicular Cancer Commons, Beaverton, Oregon, United States of America
| | - Christian Kollmannsberger
- Department of Medicine, Medical Oncology Division, BC Cancer, Vancouver Centre, University of British Columbia, BC, Canada
| | - Mark S. Carey
- Department of Medicine, Medical Oncology Division, BC Cancer, Vancouver Centre, University of British Columbia, BC, Canada
- Departments of Obstetrics and Gynecology and Clinical Research, University of British Columbia and BC Cancer, Vancouver, BC, Canada
| | - Lucia Nappi
- Department of Medicine, Medical Oncology Division, BC Cancer, Vancouver Centre, University of British Columbia, BC, Canada
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
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2
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Moustafa YM, Mageed SSA, El-Dakroury WA, Moustafa HAM, Sallam AAM, Abulsoud AI, Abdelmaksoud NM, Mohammed OA, Nomier Y, Elesawy AE, Abdel-Reheim MA, Zaki MB, Rizk NI, Ayed A, Ibrahim RA, Doghish AS. Exploring the molecular pathways of miRNAs in testicular cancer: from diagnosis to therapeutic innovations. Funct Integr Genomics 2025; 25:88. [PMID: 40229500 DOI: 10.1007/s10142-025-01599-w] [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: 01/31/2025] [Revised: 04/04/2025] [Accepted: 04/08/2025] [Indexed: 04/16/2025]
Abstract
Cancer diagnostics highlight the critical requirement for sensitive and accurate tools with functional biomarkers for early tumor detection, diagnosis, and treatment. With a high burden of morbidity and mortality among young men worldwide and an increasing prevalence, Testicular cancer (TC) is a significant death-related cancer. Along with patient history, imaging, clinical presentation, and laboratory data, histological analysis of the testicular tissue following orchiectomy is crucial. Although some patients in advanced stages who belong to a poor risk group die from cancer, surgical treatments and chemotherapeutic treatment offer a high possibility of cure in the early stages. Testicular tumors lack useful indicators despite their traditional pathological classification, which highlights the need to find and use blood tumor markers in therapy. Regretfully, the sensitivity and specificity of the currently available biomarkers are restricted. Novel non-coding RNA molecules, microRNAs (miRNAs), have recently been discovered, offering a potential breakthrough as viable biomarkers and diagnostic tools. They act as fundamental gene regulators at the post-transcriptional level, controlling cell proliferation, differentiation, and apoptosis. This article aims to comprehensively explore the role of miRNAs in the pathophysiology, diagnosis, and treatment of TC, with a focus on their regulatory mechanisms within key signaling pathways such as TGF-β, PTEN/AKT/mTOR, EGFR, JAK/STAT, and WNT/β-catenin. By investigating the potential of miRNAs as diagnostic and prognostic biomarkers and therapeutic targets, this study seeks to address challenges such as treatment resistance and evaluate the clinical importance of miRNAs in improving patient outcomes. Additionally, the work aims to explore innovative approaches, including nanoparticle-based delivery systems, to enhance the efficacy of miRNA-based therapies. Ultimately, this research aims to provide insights into future directions for precision medicine in TC, bridging the gap between molecular discoveries and clinical applications.
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Affiliation(s)
- Yasser M Moustafa
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | - Sherif S Abdel Mageed
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | - Walaa A El-Dakroury
- Department of Pharmaceutics and Industrial Pharmacy, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | - Hebatallah Ahmed Mohamed Moustafa
- Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | - Al-Aliaa M Sallam
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
- Biochemistry Department, Faculty of Pharmacy, Ain Shams University, Abassia, 11566, Cairo, Egypt
| | - Ahmed I Abulsoud
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11231, Cairo, Egypt
- Department of Biochemistry, Faculty of Pharmacy, Heliopolis University, Cairo, 11785, Egypt
| | - Nourhan M Abdelmaksoud
- Department of Biochemistry, Faculty of Pharmacy, Heliopolis University, Cairo, 11785, Egypt
| | - Osama A Mohammed
- Department of Pharmacology, College of Medicine, University of Bisha, 61922, Bisha, Saudi Arabia
| | - Yousra Nomier
- Department of Pharmacology and Clinical Pharmacy, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Ahmed E Elesawy
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | | | - Mohamed Bakr Zaki
- Department of Biochemistry, Faculty of Pharmacy, University of Sadat City, Sadat City, 32897, Menoufia, Egypt
- Department of Biochemistry, Faculty of Pharmacy, Menoufia National University, Km Cairo-Alexandria Agricultural Road, Menofia, Egypt
| | - Nehal I Rizk
- Department of Biochemistry, Faculty of Pharmacy and Drug Technology, Egyptian Chinese University, Cairo, 11786, Egypt
| | - Abdullah Ayed
- Department of Surgery, College of Medicine, University of Bisha, P.O Box 551, 61922, Bisha, Saudi Arabia
| | - Randa A Ibrahim
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt
| | - Ahmed S Doghish
- Department of Biochemistry, Faculty of Pharmacy, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt.
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11231, Cairo, Egypt.
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3
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Zujuan S, Xin D, Yang H, Guifu Z. Potential next generation markers of testicular germ cell tumors: miRNA-371a-3p. Int Urol Nephrol 2025; 57:691-700. [PMID: 39576421 DOI: 10.1007/s11255-024-04284-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 11/05/2024] [Indexed: 02/13/2025]
Abstract
BACKGROUND Testicular germ cell tumors (TGCTs) account for approximately 98% of all testicular cancers, predominantly affecting young to middle-aged men. Early diagnosis and treatment result in a cure rate of over 95%. However, conventional serum tumor markers (STMs) such as alpha-fetoprotein (AFP), β-human chorionic gonadotropin (β-hCG), and lactate dehydrogenase (LDH), which are recommended by NCCN and EAU guidelines, have limited sensitivity, often below 60%, which diminishes their clinical utility. Recently, miRNA-371a-3p, an embryonic stem cell-associated microRNA, has been identified as being specifically expressed in TGCTs. This microRNA can be reliably detected in peripheral blood and fulfills all seven Lange-Winfield criterias for tumor markers. Notably, miRNA-371a-3p has demonstrated superior diagnostic, therapeutic, and follow-up capabilities compared to conventional STMs in TGCTs. Its potential to replace conventional STMs in clinical practice is already recognized in several clinical guidelines. METHODS A PubMed search using subject headings and free-text terms related to MicroRNA-371a-3p in TGCT management was conducted. Relevant references were also tracked, and key studies were reviewed based on predefined exclusion criteria. RESULTS Out of 368 identified studies, 67 met inclusion criteria. These studies focused on MicroRNA-371a-3p's discovery, detection methods, diagnostic utility in TGCTs, and cost-effectiveness. First identified over a decade ago, microRNA-371a-3p is now established as a highly specific blood-based marker for TGCTs, valuable for diagnosis, monitoring, and follow-up, and more cost-effective than conventional STMs. CONCLUSIONS MicroRNA-371a-3p is a promising, highly sensitive marker for TGCTs, offering better performance and cost efficiency than conventional STMs, likely to become the next-generation diagnostic tool for TGCTs.
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Affiliation(s)
- Shan Zujuan
- Department of Urology, Honghe Hospital Affiliated to Kunming Medical University(South Yunnan Central Hospital of Yunnan Province), Honghe, 661017, Yunnan Province, China
| | - Deng Xin
- Department of Urology, Honghe Hospital Affiliated to Kunming Medical University(South Yunnan Central Hospital of Yunnan Province), Honghe, 661017, Yunnan Province, China
| | - Hongping Yang
- Department of Scientific Research Management, Honghe Hospital Affiliated to Kunming Medical University(South Yunnan Central Hospital of Yunnan Province), Honghe, 661017, Yunnan Province, China
| | - Zhang Guifu
- Department of Urology, Honghe Hospital Affiliated to Kunming Medical University(South Yunnan Central Hospital of Yunnan Province), Honghe, 661017, Yunnan Province, China.
- Department of Urology, Honghe Hospital Affiliated to Kunming Medical University(South Yunnan Central Hospital of Yunnan Province), No. 1, Xiyuan Road, Gejiu City, 661017, Honghe Prefecture, China.
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4
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Loehr AR, Timmerman DM, Liu M, Gillis AJM, Matthews M, Bloom JC, Nicholls PK, Page DC, Miller AD, Looijenga LHJ, Weiss RS. Analysis of a mouse germ cell tumor model establishes pluripotency-associated miRNAs as conserved serum biomarkers for germ cell cancer detection. Sci Rep 2025; 15:4452. [PMID: 39910147 PMCID: PMC11799207 DOI: 10.1038/s41598-025-88554-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 01/29/2025] [Indexed: 02/07/2025] Open
Abstract
Malignant testicular germ cells tumors (TGCTs) are the most common solid cancers in young men. Current TGCT diagnostics include conventional serum protein markers, but these lack the sensitivity and specificity to serve as accurate markers across all TGCT subtypes. MicroRNAs (miRNAs) are small non-coding regulatory RNAs and informative biomarkers for several diseases. In humans, miRNAs of the miR-371-373 cluster are detectable in the serum of patients with malignant TGCTs and outperform existing serum protein markers for both initial diagnosis and subsequent disease monitoring. We previously developed a genetically engineered mouse model featuring malignant mixed TGCTs consisting of pluripotent embryonal carcinoma (EC) and differentiated teratoma that, like the corresponding human malignancies, originate in utero and are highly chemosensitive. Here, we report that miRNAs in the mouse miR-290-295 cluster, homologs of the human miR-371-373 cluster, were detectable in serum from mice with malignant TGCTs but not from tumor-free control mice or mice with benign teratomas. miR-291-293 were expressed and secreted specifically by pluripotent EC cells, and expression was lost following differentiation induced by the drug thioridazine. Notably, miR-291-293 levels were significantly higher in the serum of pregnant dams carrying tumor-bearing fetuses compared to that of control dams. These findings reveal that expression of the miR-290-295 and miR-371-373 clusters in mice and humans, respectively, is a conserved feature of malignant TGCTs, further validating the mouse model as representative of the human disease. These data also highlight the potential of serum miR-371-373 assays to improve patient outcomes through early TGCT detection, possibly even prenatally.
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Affiliation(s)
- Amanda R Loehr
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY, USA
| | | | - Michelle Liu
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY, USA
| | - Ad J M Gillis
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Melia Matthews
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY, USA
| | | | | | - David C Page
- Whitehead Institute, Cambridge, MA, USA
- Howard Hughes Medical Institute, Whitehead Institute, Cambridge, MA, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Andrew D Miller
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY, USA
| | - Leendert H J Looijenga
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
- Department of Pathology, University Medical Center, Utrecht, The Netherlands.
| | - Robert S Weiss
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY, USA.
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5
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Li X, Ding R, Liu Z, Teixeira WMS, Ye J, Tian L, Li H, Guo S, Yao K, Ma Z, Liu Z. A predictive system comprising serum microRNAs and radiomics for residual retroperitoneal masses in metastatic nonseminomatous germ cell tumors. Cell Rep Med 2024; 5:101843. [PMID: 39672156 PMCID: PMC11722113 DOI: 10.1016/j.xcrm.2024.101843] [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: 05/28/2024] [Revised: 09/18/2024] [Accepted: 11/06/2024] [Indexed: 12/15/2024]
Abstract
Predicting the histopathology of residual retroperitoneal masses (RMMs) before post-chemotherapy retroperitoneal lymph node dissection in metastatic nonseminomatous germ cell tumors (NSGCTs) can guide individualized treatment and minimize complications. Previous single approach-based models perform poorly in validation. Herein, we introduce a machine learning model that evolves from a single-dimensional tumor diameter to incorporate high-dimensional radiomic features, with its effectiveness assessed using the macro-average area under the receiver operating characteristic curves (AUCs). In addition, we utilize more precise and specific microRNAs (miRNAs), not common clinical indicators, to construct an integrated radiomics-miRNA predictive system, achieving an AUC of 0.91 (0.80-0.99) in the prospective test set. We further develop a web-based dynamic nomogram for swift and precise calculation of the histopathological probabilities of RMMs based on radiomic scores and serum miRNA levels. The radiomics-miRNA integrated system offers a promising tool to select personalized treatments for patients with metastatic NSGCT.
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Affiliation(s)
- Xiangdong Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Renjie Ding
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Zhenhua Liu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Wilhem M S Teixeira
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Jingwei Ye
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Li Tian
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Medical Imaging Center, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Haojiang Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Medical Imaging Center, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Shengjie Guo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Kai Yao
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China
| | - Zikun Ma
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China.
| | - Zhuowei Liu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China; Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China.
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6
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Schoch J, Schmelz H, Dieckmann KP, Nestler T. [New tumor markers for testicular cancer - in the here and now and in the future]. Aktuelle Urol 2024. [PMID: 39442529 DOI: 10.1055/a-2422-0354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Abstract
Germ cell tumors of the testis are the most common tumor entities in young men. Since the introduction of platinum-based chemotherapy in the 1970s, most patients can be cured despite the aggressiveness of germ cell tumors. Optimal serum tumor markers are required for diagnostics, therapy monitoring and aftercare, and these are subject to high requirements. The conventional testicular tumor markers human chorionic gonadotropin (hCG), alpha fetoprotein (AFP) and lactate dehydrogenase (LDH) only meet these requirements with insufficient sensitivity (30-70%). The markers investigated in recent decades, such as PLAP, CEA and NSE, have not become established. Currently, miRNA-371 is being researched in particular. Reliable findings are available for initial staging with significantly better specificities of miRNA-371 compared to conventional tumor markers. Further prospective studies are being conducted for other possible clinical applications, such as follow-up care, therapy monitoring or residual tumors, in order to investigate the revolutionary potential of miRNA-371 in these areas as well. Research is also currently being conducted on circulating tumor cells (CTCs) and cell-free DNA (cfNA) in various areas of application. With regard to germ cell tumors of the testis, however, these analyses are still in their infancy, but it is hoped that this will provide a further sufficient opportunity to use serum tumor markers.
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Affiliation(s)
- Justine Schoch
- Klinik für Urologie, Bundeswehrzentralkrankenhaus Koblenz, Koblenz, Germany
| | - Hans Schmelz
- Klinik für Urologie, Bundeswehrzentralkrankenhaus Koblenz, Koblenz, Germany
| | | | - Tim Nestler
- Klinik für Urologie, Bundeswehrzentralkrankenhaus Koblenz, Koblenz, Germany
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7
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Janssen FW, Lak NSM, Janda CY, Kester LA, Meister MT, Merks JHM, van den Heuvel-Eibrink MM, van Noesel MM, Zsiros J, Tytgat GAM, Looijenga LHJ. A comprehensive overview of liquid biopsy applications in pediatric solid tumors. NPJ Precis Oncol 2024; 8:172. [PMID: 39097671 PMCID: PMC11297996 DOI: 10.1038/s41698-024-00657-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 07/15/2024] [Indexed: 08/05/2024] Open
Abstract
Liquid biopsies are emerging as an alternative source for pediatric cancer biomarkers with potential applications during all stages of patient care, from diagnosis to long-term follow-up. While developments within this field are reported, these mainly focus on dedicated items such as a specific liquid biopsy matrix, analyte, and/or single tumor type. To the best of our knowledge, a comprehensive overview is lacking. Here, we review the current state of liquid biopsy research for the most common non-central nervous system pediatric solid tumors. These include neuroblastoma, renal tumors, germ cell tumors, osteosarcoma, Ewing sarcoma, rhabdomyosarcoma and other soft tissue sarcomas, and liver tumors. Within this selection, we discuss the most important or recent studies involving liquid biopsy-based biomarkers, anticipated clinical applications, and the current challenges for success. Furthermore, we provide an overview of liquid biopsy-based biomarker publication output for each tumor type based on a comprehensive literature search between 1989 and 2023. Per study identified, we list the relevant liquid biopsy-based biomarkers, matrices (e.g., peripheral blood, bone marrow, or cerebrospinal fluid), analytes (e.g., circulating cell-free and tumor DNA, microRNAs, and circulating tumor cells), methods (e.g., digital droplet PCR and next-generation sequencing), the involved pediatric patient cohort, and proposed applications. As such, we identified 344 unique publications. Taken together, while the liquid biopsy field in pediatric oncology is still behind adult oncology, potentially relevant publications have increased over the last decade. Importantly, steps towards clinical implementation are rapidly gaining ground, notably through validation of liquid biopsy-based biomarkers in pediatric clinical trials.
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Affiliation(s)
| | | | | | | | - Michael T Meister
- Princess Máxima Center, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Johannes H M Merks
- Princess Máxima Center, Utrecht, the Netherlands
- Division of Imaging and Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - Marry M van den Heuvel-Eibrink
- Princess Máxima Center, Utrecht, the Netherlands
- Wilhelmina Children's Hospital-Division of CHILDHEALTH, University Medical Center Utrech, University of Utrecht, Utrecht, the Netherlands
| | - Max M van Noesel
- Princess Máxima Center, Utrecht, the Netherlands
- Division of Imaging and Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | | | - Godelieve A M Tytgat
- Princess Máxima Center, Utrecht, the Netherlands
- Department of Genetics, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - Leendert H J Looijenga
- Princess Máxima Center, Utrecht, the Netherlands.
- Department of Pathology, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands.
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8
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Santarosa Vieira AG, da Silva LS, Albino da Silva EC, Laus AC, Faria TMV, van Helvoort Lengert A, Martins GE, de Oliveira MA, Reis RM, Lopes LF, Pinto MT. Comprehensive microRNA expression analysis of pediatric gonadal germ cell tumors: unveiling novel biomarkers and signatures. Mol Oncol 2024; 18:1593-1607. [PMID: 38725152 PMCID: PMC11161733 DOI: 10.1002/1878-0261.13617] [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: 09/01/2023] [Revised: 12/11/2023] [Accepted: 02/15/2024] [Indexed: 06/09/2024] Open
Abstract
microRNAs (miRNAs) are small endogenous noncoding RNAs, and alterations in their expression may contribute to oncogenesis. Discovering a unique miRNA pattern holds the potential for early detection and novel treatment possibilities in cancer. This study aimed to evaluate miRNA expression in pediatric patients with gonadal germ cell tumors (GCTs), focusing on characterizing the miRNA profiles of each histological subtype and identifying a distinct histological miRNA signature for a total of 42 samples of pediatric gonadal GCTs. The analysis revealed distinct miRNA expression profiles for all histological types, regardless of the primary site. We identified specific miRNA expression signatures for each histological type, including 34 miRNAs for dysgerminomas, 13 for embryonal carcinomas, 25 for yolk sac tumors, and one for immature teratoma, compared to healthy controls. Furthermore, we identified 26 miRNAs that were commonly expressed in malignant tumors, with six miRNAs (miR-302a-3p, miR-302b-3p, miR-371a-5p, miR-372-3p, miR-373-3p, and miR-367-3p) showing significant overexpression. Notably, miR-302b-3p exhibited a significant association with all the evaluated clinical features. Our findings suggest that miRNAs have the potential to aid in the diagnosis, prognosis, and management of patients with malignant GCTs.
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Affiliation(s)
- Ana Glenda Santarosa Vieira
- Barretos Children's Cancer Hospital from Hospital de AmorBrazil
- Brazilian Childhood Germ Cell Tumor Study GroupThe Brazilian Pediatric Oncology Society (SOBOPE)São PauloBrazil
- Pediatric Cancerology's Department of Santa Casa de Misericórdia de SantosBrazil
| | | | | | | | | | | | - Gisele Eiras Martins
- Barretos Children's Cancer Hospital from Hospital de AmorBrazil
- Brazilian Childhood Germ Cell Tumor Study GroupThe Brazilian Pediatric Oncology Society (SOBOPE)São PauloBrazil
| | | | - Rui Manuel Reis
- Molecular Oncology Research CenterBarretos Cancer HospitalBrazil
- Life and Health Sciences Research Institute (ICVS), Medical SchoolUniversity of MinhoBragaPortugal
- ICVS/3B's‐PT Government Associate LaboratoryBragaPortugal
| | - Luiz Fernando Lopes
- Barretos Children's Cancer Hospital from Hospital de AmorBrazil
- Brazilian Childhood Germ Cell Tumor Study GroupThe Brazilian Pediatric Oncology Society (SOBOPE)São PauloBrazil
| | - Mariana Tomazini Pinto
- Molecular Oncology Research CenterBarretos Cancer HospitalBrazil
- Pediatric Oncology Research Group (GPOPed), Molecular Oncology Research CenterBarretos Cancer HospitalBrazil
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9
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Klees C, Alexandri C, Demeestere I, Lybaert P. The Role of microRNA in Spermatogenesis: Is There a Place for Fertility Preservation Innovation? Int J Mol Sci 2023; 25:460. [PMID: 38203631 PMCID: PMC10778981 DOI: 10.3390/ijms25010460] [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: 11/15/2023] [Revised: 12/24/2023] [Accepted: 12/27/2023] [Indexed: 01/12/2024] Open
Abstract
Oncological treatments have dramatically improved over the last decade, and as a result, survival rates for cancer patients have also improved. Quality of life, including concerns about fertility, has become a major focus for both oncologists and patients. While oncologic treatments are often highly effective at suppressing neoplastic growth, they are frequently associated with severe gonadotoxicity, leading to infertility. For male patients, the therapeutic option to preserve fertility is semen cryopreservation. In prepubertal patients, immature testicular tissue can be sampled and stored to allow post-cure transplantation of the tissue, immature germ cells, or in vitro spermatogenesis. However, experimental techniques have not yet been proven effective for restoring sperm production for these patients. MicroRNAs (miRNAs) have emerged as promising molecular markers and therapeutic tools in various diseases. These small regulatory RNAs possess the unique characteristic of having multiple gene targets. MiRNA-based therapeutics can, therefore, be used to modulate the expression of different genes involved in signaling pathways dysregulated by changes in the physiological environment (disease, temperature, ex vivo culture, pharmacological agents). This review discusses the possible role of miRNA as an innovative treatment option in male fertility preservation-restoration strategies and describes the diverse applications where these new therapeutic tools could serve as fertility protection agents.
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Affiliation(s)
- Charlotte Klees
- Research Laboratory on Human Reproduction, Faculty of Medicine, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (C.K.); (C.A.); (I.D.)
| | - Chrysanthi Alexandri
- Research Laboratory on Human Reproduction, Faculty of Medicine, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (C.K.); (C.A.); (I.D.)
| | - Isabelle Demeestere
- Research Laboratory on Human Reproduction, Faculty of Medicine, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (C.K.); (C.A.); (I.D.)
- Fertility Clinic, HUB-Erasme Hospital, 1070 Brussels, Belgium
| | - Pascale Lybaert
- Research Laboratory on Human Reproduction, Faculty of Medicine, Université Libre de Bruxelles (ULB), 1070 Brussels, Belgium; (C.K.); (C.A.); (I.D.)
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10
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Ditonno F, Franco A, Manfredi C, Fasanella D, Abate M, La Rocca R, Crocerossa F, Iossa V, Falagario UG, Cirillo L, Altieri VM, Di Mauro E, Crocetto F, Barone B, Cilio S, Pandolfo SD, Aveta A, Mirone V, Franzese CA, Arcaniolo D, Napolitano L. The Role of miRNA in Testicular Cancer: Current Insights and Future Perspectives. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:2033. [PMID: 38004082 PMCID: PMC10672751 DOI: 10.3390/medicina59112033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 11/09/2023] [Accepted: 11/16/2023] [Indexed: 11/26/2023]
Abstract
Background and Objectives: Despite advancements in the diagnosis and treatment of testicular germ cell tumours (TGTCs), challenges persist in identifying reliable biomarkers for early detection and precise disease management. This narrative review addresses the role of microRNAs (miRNAs) as potential diagnostic tools and therapeutic targets in the treatment of TGCTs. Materials and Methods: Three databases (PubMed®, Web of Science™, and Scopus®) were queried for studies investigating the utility of miRNA as diagnostic tools, assessing their prognostic significance, and evaluating their potential to guide TGCT treatment. Different combinations of the following keywords were used, according to a free-text protocol: "miRNA", "non-coding RNA", "small RNA", "Testicular Cancer", "seminomatous testicular germ cell", "non-seminomatous testicular germ cell". Results: The potential of miRNAs as possible biomarkers for a non-invasive diagnosis of TGCT is appealing. Their integration into the diagnostic pathway for TGCT patients holds the potential to enhance the discriminative power of conventional serum tumour markers (STMs) and could expedite early diagnosis, given that miRNA overexpression was observed in 50% of GCNIS cases. Among miRNAs, miR-371a-3p stands out with the most promising evidence, suggesting its relevance in the primary diagnosis of TGCT, particularly when conventional STMs offer limited value. Indeed, it demonstrated high specificity (90-99%) and sensitivity (84-89%), with good positive predictive value (97.2%) and negative predictive value (82.7%). Furthermore, a direct relationship between miRNA concentration, disease burden, and treatment response exists, regardless of disease stages. The initial evidence of miRNA decrease in response to surgical treatment and systemic chemotherapy has been further supported by more recent results suggesting the potential utility of this tool not only in evaluating treatment response but also in monitoring residual disease and predicting disease relapse. Conclusions: MiRNAs could represent a reliable tool for accurate diagnosis and disease monitoring in the treatment of TGCT, providing more precise tools for early detection and treatment stratification. Nevertheless, well-designed clinical trials and comprehensive long-term data are needed to ensure their translation into effective clinical tools.
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Affiliation(s)
- Francesco Ditonno
- Department of Urology, Rush University Medical Center, Chicago, IL 60612-3833, USA
- Department of Urology, University of Verona, 37126 Verona, Italy
| | - Antonio Franco
- Department of Urology, Rush University Medical Center, Chicago, IL 60612-3833, USA
- Department of Urology, Sant'Andrea Hospital, La Sapienza University, 00189 Rome, Italy
| | - Celeste Manfredi
- Department of Urology, Rush University Medical Center, Chicago, IL 60612-3833, USA
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, "Luigi Vanvitelli" University, 81100 Naples, Italy
| | - Daniela Fasanella
- Department of Life, Health and Environmental Sciences, University of L'Aquila, 67100 L'Aquila, Italy
| | - Marco Abate
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Roberto La Rocca
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Fabio Crocerossa
- Department of Urology, Magna Graecia University of Catanzaro, 88100 Catanzaro, Italy
| | - Vincenzo Iossa
- Department of Andrology, "Antonio Cardarelli" Hospital, 80131 Naples, Italy
| | - Ugo Giovanni Falagario
- Department of Urology and Organ Transplantation, University of Foggia, 71122 Foggia, Italy
| | - Luigi Cirillo
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Vincenzo Maria Altieri
- Department of Medicine and Health Sciences "V. Tiberio", University of Molise, 86100 Campobasso, Italy
- Department of Urology, Humanitas Gavazzeni, 24125 Bergamo, Italy
| | - Ernesto Di Mauro
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Felice Crocetto
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Biagio Barone
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Simone Cilio
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Savio Domenico Pandolfo
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Achille Aveta
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | - Vincenzo Mirone
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
| | | | - Davide Arcaniolo
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, "Luigi Vanvitelli" University, 81100 Naples, Italy
| | - Luigi Napolitano
- Urology Unit, Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples "Federico II", 80138 Naples, Italy
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11
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Raghavan D. Testicular Cancer: The Test is to Focus on Important Research. JCO Oncol Pract 2023; 19:945-947. [PMID: 37722088 DOI: 10.1200/op.23.00448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 08/03/2023] [Indexed: 09/20/2023] Open
Affiliation(s)
- Derek Raghavan
- Veterans Administration Health Care Center, Charlotte, NC
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12
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Lobo J, Acosta AM, Netto GJ. Molecular Biomarkers With Potential Clinical Application in Testicular Cancer. Mod Pathol 2023; 36:100307. [PMID: 37611872 DOI: 10.1016/j.modpat.2023.100307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/28/2023] [Accepted: 08/11/2023] [Indexed: 08/25/2023]
Abstract
Testicular germ cell tumors (TGCTs) and sex cord-stromal tumors (SCSTs) are the most common testicular neoplasms. The morphologic spectrum of such tumors is wide, with several histologic subtypes within each group. Testicular tumors often represent a diagnostic challenge, requiring proper identification of their biologic potential for accurate risk stratification and selection of therapy. In the era of precision medicine, molecular biomarkers are increasingly assuming a critical role in the management of patients with cancer. Given the overall rarity of certain types of testicular neoplasms, progress in biomarker research has been relatively slow. However, in recent years, we have witnessed a multitude of important contributions, including both tissue-based and liquid biopsy biomarkers, stemming from important discoveries of tumor pathobiology, accurate histopathological analysis, multi-institutional studies, and genome-wide molecular analyses of specific tumor subtypes. In this review, we provide an overview of the progress in molecular biomarkers of TGCTs and SCSTs, focusing on those with greatest potential for clinical application. In TGCTs, developmental biology has been the key to understanding these tumors and identifying clinically useful biomarkers (from classical serum tumor markers to pluripotency factors and circulating microRNAs of the 371-373 cluster). For SCSTs, studies have focused on tissue biomarkers only, and genome-wide investigations have recently contributed to a better understanding of rare phenotypes and the aggressive biological behavior of some tumors within this nosologic category. Several new biomarkers are moving toward clinical implementation in this field. Therefore, the practicing pathologist should be aware of their strengths and limitations in order to utilize them properly and maximize their clinical benefits.
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Affiliation(s)
- João Lobo
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca (P.CCC), Porto, Portugal; Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center Raquel Seruca & RISE@CI-IPOP (Health Research Network), Porto, Portugal; Department of Pathology and Molecular Immunology, ICBAS-School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal
| | - Andres M Acosta
- Department of Pathology, Indiana University, Indianapolis, Indiana
| | - George J Netto
- Heersink School of Medicine, The University of Alabama at Birmingham, Birmingham, Alabama.
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13
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Loehr AR, Timmerman DM, Liu M, Gillis AJ, Matthews M, Bloom JC, Nicholls PK, Page DC, Miller AD, Looijenga LH, Weiss RS. Analysis of a mouse germ cell tumor model establishes pluripotency-associated miRNAs as conserved serum biomarkers for germ cell cancer detection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.09.556995. [PMID: 37745561 PMCID: PMC10515752 DOI: 10.1101/2023.09.09.556995] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Malignant testicular germ cells tumors (TGCTs) are the most common solid cancers in young men. Current TGCT diagnostics include conventional serum protein markers, but these lack the sensitivity and specificity to serve as accurate markers across all TGCT subtypes. MicroRNAs (miRNAs) are small non-coding regulatory RNAs and informative biomarkers for several diseases. In humans, miRNAs of the miR-371-373 cluster are detectable in the serum of patients with malignant TGCTs and outperform existing serum protein markers for both initial diagnosis and subsequent disease monitoring. We previously developed a genetically engineered mouse model featuring malignant mixed TGCTs consisting of pluripotent embryonal carcinoma (EC) and differentiated teratoma that, like the corresponding human malignancies, originate in utero and are highly chemosensitive. Here, we report that miRNAs in the mouse miR-290-295 cluster, homologs of the human miR-371-373 cluster, were detectable in serum from mice with malignant TGCTs but not from tumor-free control mice or mice with benign teratomas. miR-291-293 were expressed and secreted specifically by pluripotent EC cells, and expression was lost following differentiation induced by the drug thioridazine. Notably, miR-291-293 levels were significantly higher in the serum of pregnant dams carrying tumor-bearing fetuses compared to that of control dams. These findings reveal that expression of the miR-290-295 and miR-371-373 clusters in mice and humans, respectively, is a conserved feature of malignant TGCTs, further validating the mouse model as representative of the human disease. These data also highlight the potential of serum miR-371-373 assays to improve patient outcomes through early TGCT detection, possibly even prenatally.
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Affiliation(s)
- Amanda R. Loehr
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY
| | | | - Michelle Liu
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY
| | - Ad J.M. Gillis
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
| | - Melia Matthews
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY
| | | | | | - David C. Page
- Whitehead Institute, Cambridge, MA
- Howard Hughes Medical Institute, Whitehead Institute, Cambridge, MA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, MA
| | - Andrew D. Miller
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY
| | | | - Robert S. Weiss
- Department of Biomedical Sciences, Cornell University College of Veterinary Medicine, Ithaca, NY
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14
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Nestler T, Schoch J, Belge G, Dieckmann KP. MicroRNA-371a-3p-The Novel Serum Biomarker in Testicular Germ Cell Tumors. Cancers (Basel) 2023; 15:3944. [PMID: 37568759 PMCID: PMC10417034 DOI: 10.3390/cancers15153944] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 07/30/2023] [Accepted: 08/01/2023] [Indexed: 08/13/2023] Open
Abstract
INTRODUCTION Testicular germ cell tumors (TGCTs) are a paradigm for the use of serum tumor markers in clinical management. However, conventional markers such as alpha-fetoprotein (AFP), beta-human chorionic gonadotropin (hCG), and lactate dehydrogenase (LDH) have quite limited sensitivities and specificities. Within the last decade, the microRNA-371a-3p (miR371) emerged as a possible new biomarker with promising features. AREAS COVERED This review covers the typical features as well as possible clinical applications of miR371 in TGCT patients, such as initial diagnosis, therapy monitoring, and follow-up. Additionally, technical issues are discussed. EXPERT OPINION With a sensitivity of around 90% and specificity >90%, miR371 clearly outperforms the classical serum tumor markers in TGCTs. The unique features of the test involve the potential of modifying recent standards of care in TGCT. In particular, miR371 is expected to aid clinical decision-making in scenarios such as discriminating small testicular TGCT masses from benign ones prior to surgery, assessing equivocal lymphadenopathies, and monitoring chemotherapy results. Likewise, it is expected to make follow-up easier by reducing the intensity of examinations and by sparing imaging procedures. Overall, the data presently available are promising, but further prospective studies are required before the test can be implemented in standard clinical care.
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Affiliation(s)
- Tim Nestler
- Department of Urology, Federal Armed Forces Hospital Koblenz, 56072 Koblenz, Germany
| | - Justine Schoch
- Department of Urology, Federal Armed Forces Hospital Koblenz, 56072 Koblenz, Germany
| | - Gazanfer Belge
- Department of Tumour Genetics, University Bremen, 28359 Bremen, Germany
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15
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Pinto MT, Eiras Martins G, Vieira AGS, Galvão JMS, de Pádua Souza C, Macedo CRPD, Lopes LF. Molecular Biology of Pediatric and Adult Ovarian Germ Cell Tumors: A Review. Cancers (Basel) 2023; 15:cancers15112990. [PMID: 37296950 DOI: 10.3390/cancers15112990] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/14/2023] [Accepted: 03/20/2023] [Indexed: 06/12/2023] Open
Abstract
Ovarian germ cell tumors (OGCTs) are rare in adults; indeed, they occur predominantly in children, adolescents, and young adults, and they account for approximately 11% of cancer diagnoses in these groups. Because OGCTs are rare tumors, our current understanding of them is sparse; this is because few studies have investigated the molecular basis of pediatric and adult cancers. Here, we review the etiopathogenesis of OGCTs in children and adults, and we address the molecular landscape of these tumors, including integrated genomic analysis, microRNAs, DNA methylation, the molecular implications of treatment resistance, and the development of in vitro and in vivo models. An elucidation of potential molecular alterations may provide a novel field for understanding the pathogenesis, tumorigenesis, diagnostic markers, and genetic peculiarity of the rarity and complexity of OGCTs.
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Affiliation(s)
| | - Gisele Eiras Martins
- Brazilian Childhood Germ Cell Tumor Study Group, The Brazilian Pediatric Oncology Society (SOBOPE), Barretos 14784400, Brazil
- Children's Cancer Hospital from Hospital de Amor, Barretos 14784400, Brazil
| | - Ana Glenda Santarosa Vieira
- Brazilian Childhood Germ Cell Tumor Study Group, The Brazilian Pediatric Oncology Society (SOBOPE), Barretos 14784400, Brazil
- Children's Cancer Hospital from Hospital de Amor, Barretos 14784400, Brazil
| | | | | | - Carla Renata Pacheco Donato Macedo
- Brazilian Childhood Germ Cell Tumor Study Group, The Brazilian Pediatric Oncology Society (SOBOPE), Barretos 14784400, Brazil
- Pediatric Oncology Department, IOP/GRAACC/Federal University of Sao Paulo, Sao Paulo 04038001, Brazil
| | - Luiz Fernando Lopes
- Brazilian Childhood Germ Cell Tumor Study Group, The Brazilian Pediatric Oncology Society (SOBOPE), Barretos 14784400, Brazil
- Children's Cancer Hospital from Hospital de Amor, Barretos 14784400, Brazil
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16
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Schönberger S, Mohseni MM, Ellinger J, Tran GVQ, Becker M, Claviez A, Classen CF, Hermes B, Driever PH, Jorch N, Lauten M, Mehlitz M, Schäfer N, Scheer-Preiss J, Schneider DT, Troeger A, Calaminus G, Dilloo D. MicroRNA-profiling of miR-371~373- and miR-302/367-clusters in serum and cerebrospinal fluid identify patients with intracranial germ cell tumors. J Cancer Res Clin Oncol 2023; 149:791-802. [PMID: 35171328 PMCID: PMC9931786 DOI: 10.1007/s00432-022-03915-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 12/31/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Intracranial germ cell tumors (iGCT) comprise germinoma and non-germinoma. Their diagnosis predominantly relies on biopsy as only one-fifth of patients present with elevated biomarkers (AFP/ß-HCG) in serum or cerebrospinal fluid (CSF). MicroRNAs (miR/miRNA) have emerged as non-invasive biomarkers in extracranial GCT and may potentially facilitate non-invasive diagnosis in iGCT. METHODS We analyzed eight miRNAs in serum and CSF from the miR-371~373- and miR-302/367-clusters and four miRNAs differentially expressed in iGCT tissue (miR-142-5p/miR-146a-5p/miR-335-5p/miR-654-3p) from eight iGCT patients (age 10-33 years) and 12 control subjects by pre-amplified RT-qPCR. MiR-30b-5p (serum) and miR-204-5p (CSF) acted as reference genes. ΔCt-values were expressed as [Formula: see text] after standardization against controls. RESULTS Between iGCT and control patients' serum ΔCt-values of miR-371a-3p (p = 0.0159), miR-372-3p (p= 0.0095, miR-367 (p = 0.0190), miR-302a (p = 0.0381) and miR-302d-3p (p = 0.0159) differed significantly. Discriminatory pattern in CSF was similar to serum as miR-371a (p = 0.0286), miR-372-3p (p = 0.0028), miR-367-3p (p = 0.0167) and miR-302d-3p (p = 0.0061) distinguished between patients and controls. Abundant [Formula: see text] levels of each of these miRNAs were found across all serum and CSF samples including biomarker-negative patients. CONCLUSION With the largest data set so far, we underline the suitability of miR-371a, miR-372, miR-367 and miR-302d in serum and CSF for diagnosis of iGCT, particularly in biomarker-negative germinoma. Diagnosis of iGCT by miRNA analysis is a feasible and valid approach, particularly as serum can be readily obtained by a less invasive procedure. MiRNA analysis may discriminate iGCT from other tumors with similar radiological findings and may allow to monitor response to therapy as well as early relapse during follow-up.
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Affiliation(s)
- Stefan Schönberger
- Department of Pediatric Hematology and Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany.
- Department of Pediatric Hematology and Oncology, University Hospital Essen, University of Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany.
| | - Mahsa Mir Mohseni
- Department of Pediatric Hematology and Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - Jörg Ellinger
- Department of Urology and Center of Integrated Oncology (CIO), University Hospital Bonn, Bonn, Germany
| | - Giao Vu Quynh Tran
- Department of Pediatric Hematology and Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - Martina Becker
- Department of Pediatric Hematology and Oncology, Goethe University Frankfurt, Frankfurt, Germany
| | - Alexander Claviez
- Department of Pediatrics, Pediatric Hematology and Oncology, Medical University of Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Carl-Friedrich Classen
- University Children's and Adolescents' Hospital, Rostock University Medical Center, Rostock, Germany
| | - Barbara Hermes
- Kreiskliniken Reutlingen, Medizinische Klinik I, Reutlingen, Germany
| | - Pablo Hernáiz Driever
- Department of Pediatric Oncology and Hematology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin Institute of Health, Berlin, Germany
| | - Norbert Jorch
- Department of Pediatric Hematology and Oncology, Hospital of Bielefeld, Bielefeld, Germany
| | - Melchior Lauten
- Department of Pediatric and Adolescent Medicine, Pediatric Hematology and Oncology, University Hospital Schleswig-Holstein, Lübeck, Germany
| | - Marcus Mehlitz
- Department of Neurosurgery, Krankenhaus der Barmherzigen Brüder Trier, Trier, Germany
| | - Niklas Schäfer
- Division of Clinical Neurooncology, Department of Neurology and Center of Integrated Oncology (CIO), University of Bonn, Bonn, Germany
| | - Johanna Scheer-Preiss
- Department of Pediatric and Adolescent Medicine, Braunschweig Municipal Hospital, Brunswick, Germany
| | | | - Anja Troeger
- Department of Pediatric Hematology, Oncology and Stem Cell Transplantation, University Hospital Regensburg, Regensburg, Germany
| | - Gabriele Calaminus
- Department of Pediatric Hematology and Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - Dagmar Dilloo
- Department of Pediatric Hematology and Oncology, University Hospital Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
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17
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Integrated Microarray-Based Data Analysis of miRNA Expression Profiles: Identification of Novel Biomarkers of Cisplatin-Resistance in Testicular Germ Cell Tumours. Int J Mol Sci 2023; 24:ijms24032495. [PMID: 36768818 PMCID: PMC9916636 DOI: 10.3390/ijms24032495] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/13/2023] [Accepted: 01/25/2023] [Indexed: 01/31/2023] Open
Abstract
Testicular germ cell tumours (TGCTs) are the most common solid malignancy among young men, and their incidence is still increasing. Despite good curability with cisplatin (CDDP)-based chemotherapy, about 10% of TGCTs are non-responsive and show a chemoresistant phenotype. To further increase TGCT curability, better prediction of risk of relapse and early detection of refractory cases is needed. Therefore, to diagnose this malignancy more precisely, stratify patients more accurately and improve decision-making on treatment modality, new biomarkers are still required. Numerous studies showed association of differential expressions of microRNAs (miRNAs) with cancer. Using microarray analysis followed by RT-qPCR validation, we identified specific miRNA expression patterns that discriminate chemoresistant phenotypes in TGCTs. Comparing CDDP-resistant vs. -sensitive TGCT cell lines, we identified miR-218-5p, miR-31-5p, miR-125b-5p, miR-27b-3p, miR-199a-5p, miR-214-3p, let-7a and miR-517a-3p as significantly up-regulated and miR-374b-5p, miR-378a-3p, miR-20b-5p and miR-30e-3p as significantly down-regulated. In patient tumour samples, we observed the highest median values of relative expression of miR-218-5p, miR-31-5p, miR-375-5p and miR-517a-3p, but also miR-20b-5p and miR-378a-3p, in metastatic tumour samples when compared with primary tumour or control samples. In TGCT patient plasma samples, we detected increased expression of miR-218-5p, miR-31-5p, miR-517a-3p and miR-375-5p when compared to healthy individuals. We propose that miR-218-5p, miR-31-5p, miR-375-5p, miR-517-3p, miR-20b-5p and miR-378a-3p represent a new panel of biomarkers for better prediction of chemoresistance and more aggressive phenotypes potentially underlying metastatic spread in non-seminomatous TGCTs. In addition, we provide predictions of the targets and functional and regulatory networks of selected miRNAs.
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18
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Lesko P, Chovanec M, Mego M. Biomarkers of disease recurrence in stage I testicular germ cell tumours. Nat Rev Urol 2022; 19:637-658. [PMID: 36028719 DOI: 10.1038/s41585-022-00624-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2022] [Indexed: 11/09/2022]
Abstract
Stage I testicular cancer is a disease restricted to the testicle. After orchiectomy, patients are considered to be without disease; however, the tumour is prone to relapse in ~4-50% of patients. Current predictive markers of relapse, which are tumour size and invasion to rete testis (in seminoma) or lymphovascular invasion (in non-seminoma), have limited clinical utility and are unable to correctly predict relapse in a substantial proportion of patients. Adjuvant therapeutic strategies based on available biomarkers can lead to overtreatment of 50-85% of patients. Discovery and implementation of novel biomarkers into treatment decision making will help to reduce the burden of adjuvant treatments and improve patient selection for adjuvant therapy.
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Affiliation(s)
- Peter Lesko
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Bratislava, Slovakia
| | - Michal Chovanec
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Bratislava, Slovakia
| | - Michal Mego
- 2nd Department of Oncology, Faculty of Medicine, Comenius University and National Cancer Institute, Bratislava, Slovakia.
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19
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Stephan A, Kotthoff M, Bremmer F, Nettersheim D. [Current view on testicular tumors from a developmental biological perspective : Important biomarkers and molecular pathological investigations]. PATHOLOGIE (HEIDELBERG, GERMANY) 2022; 43:409-415. [PMID: 35925316 DOI: 10.1007/s00292-022-01094-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Germ cell tumors (GCTs) are the most common type of cancer in Germany in young men between 15 and 44 years of age. The routinely performed diagnostic procedures are essential for the patient's treatment, but can be difficult due to heterogenous histologies. Additionally, the molecular mechanisms of the development of the special forms growing teratoma syndrome (GTS) and testicular tumors with malignant somatic transformation (MST) as well as of therapy resistance are not fully understood. OBJECTIVES Updated understanding of the molecular processes underlying GCT development and their special forms as well as recommendations for new and useful biomarkers. RESULTS The development of GCTs is a dynamic process largely influenced by the microenvironment. Seminomas (SEs) in particular seem to posses a higher cellular plasticity than previously assumed, allowing SEs to be reprogrammed into an embryonal carcinoma (EC) or differentiate into extra-embryonal tissues (yolk sac tumors [YSTs], trophoblastic differentiation). Novel serological (mi371a-3p) and pathological (FOXA2) biomarkers are well suited to early detect GCTs and YSTs, respectively. For more aggressive tumors and special cases (GTS, MST), there are still no reliable diagnostics or specific/tailored therapies available. CONCLUSION The ability of SEs to transit into EC or YSTs should be considered during therapy. Future research should focus on deciphering the special forms GTS and MST as well as the early recognition of YSTs, since their development seems to be an escape mechanism to chemotherapy.
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Affiliation(s)
- Alexa Stephan
- Klinik für Urologie, Urologisches Forschungslabor, Translationale UroOnkologie, Medizinische Fakultät und Universitätsklinikum Düsseldorf, Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40225, Düsseldorf, Deutschland
| | - Mara Kotthoff
- Klinik für Urologie, Urologisches Forschungslabor, Translationale UroOnkologie, Medizinische Fakultät und Universitätsklinikum Düsseldorf, Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40225, Düsseldorf, Deutschland
| | - Felix Bremmer
- Institut für Pathologie, Universitätsmedizin Göttingen, Göttingen, Deutschland
| | - Daniel Nettersheim
- Klinik für Urologie, Urologisches Forschungslabor, Translationale UroOnkologie, Medizinische Fakultät und Universitätsklinikum Düsseldorf, Heinrich-Heine-Universität Düsseldorf, Universitätsstr. 1, 40225, Düsseldorf, Deutschland.
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20
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Chadda KR, Blakey EE, Coleman N, Murray MJ. The clinical utility of dysregulated microRNA expression in paediatric solid tumours. Eur J Cancer 2022; 176:133-154. [PMID: 36215946 DOI: 10.1016/j.ejca.2022.09.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 09/10/2022] [Indexed: 12/15/2022]
Abstract
MicroRNAs (miRNAs) are short, non-protein-coding genes that regulate the expression of numerous protein-coding genes. Their expression is dysregulated in cancer, where they may function as oncogenes or tumour suppressor genes. As miRNAs are highly resistant to degradation, they are ideal biomarker candidates to improve the diagnosis and clinical management of cancer, including prognostication. Furthermore, miRNAs dysregulated in malignancy represent potential therapeutic targets. The use of miRNAs for these purposes is a particularly attractive option to explore for paediatric malignancies, where the mutational burden is typically low, in contrast to cancers affecting adult patients. As childhood cancers are rare, it has taken time to accumulate the necessary body of evidence showing the potential for miRNAs to improve clinical management across this group of tumours. Here, we review the current literature regarding the potential clinical utility of miRNAs in paediatric solid tumours, which is now both timely and justified. Exploring such avenues is warranted to improve the management and outcomes of children affected by cancer.
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Affiliation(s)
- Karan R Chadda
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK
| | - Ellen E Blakey
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK
| | - Nicholas Coleman
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK; Department of Paediatric Histopathology, Cambridge University Hospitals NHS Foundation Trust, Hills Road, Cambridge, CB2 0QQ, UK.
| | - Matthew J Murray
- Department of Pathology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QP, UK; Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Hills Road, Cambridge, CB2 0QQ, UK.
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21
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García-Andrade F, Vigueras-Villaseñor RM, Chávez-Saldaña MD, Rojas-Castañeda JC, Bahena-Ocampo IU, Aréchaga-Ocampo E, Díaz-Chávez J, Landero-Huerta DA. The Role of microRNAs in the Gonocyte Theory as Target of Malignancy: Looking for Potential Diagnostic Biomarkers. Int J Mol Sci 2022; 23:ijms231810526. [PMID: 36142439 PMCID: PMC9505168 DOI: 10.3390/ijms231810526] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/30/2022] [Accepted: 08/06/2022] [Indexed: 11/16/2022] Open
Abstract
Some pediatric patients with cryptorchidism preserve cells with gonocyte characteristics beyond their differentiation period, which could support the theory of the gonocyte as a target for malignancy in the development of testicular neoplasia. One of the key molecules in gonocyte malignancy is represented by microRNAs (miRNAs). The goal of this review is to give an overview of miRNAs, a class of small non-coding RNAs that participate in the regulation of gene expression. We also aim to review the crucial role of several miRNAs that have been further described in the regulation of gonocyte differentiation to spermatogonia, which, when transformed, could give rise to germ cell neoplasia in situ, a precursor lesion to testicular germ cell tumors. Finally, the potential use of miRNAs as diagnostic and prognostic biomarkers in testicular neoplasia is addressed, due to their specificity and sensitivity compared to conventional markers, as well as their applications in therapeutics.
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Affiliation(s)
- Fabiola García-Andrade
- Laboratorio de Biología de la Reproducción, Instituto Nacional de Pediatría, Ciudad de México 04530, Mexico
- Posgrado en Biología Experimental, Universidad Autónoma Metropolitana Unidad Iztapalapa, Ciudad de México 09310, Mexico
| | - Rosa María Vigueras-Villaseñor
- Laboratorio de Biología de la Reproducción, Instituto Nacional de Pediatría, Ciudad de México 04530, Mexico
- Correspondence: (R.M.V.-V.); (D.A.L.-H.); Tel.: +52-(55)-1084-0900 (ext. 1453) (R.M.V.-V. & D.A.L.-H.); Fax: +52-(55)-1084-5533 (R.M.V.-V. & D.A.L.-H.)
| | | | | | - Iván Uriel Bahena-Ocampo
- Departamento de Ciencias de la Salud, Universidad Autónoma Metropolitana Unidad Iztapalapa, Ciudad de México 09310, Mexico
| | - Elena Aréchaga-Ocampo
- Departamento de Ciencias Naturales, Universidad Autónoma Metropolitana Unidad Cuajimalpa, Ciudad de México 05348, Mexico
| | - José Díaz-Chávez
- Instituto Nacional de Cancerología, Ciudad de México 14080, Mexico
| | - Daniel Adrian Landero-Huerta
- Laboratorio de Biología de la Reproducción, Instituto Nacional de Pediatría, Ciudad de México 04530, Mexico
- Correspondence: (R.M.V.-V.); (D.A.L.-H.); Tel.: +52-(55)-1084-0900 (ext. 1453) (R.M.V.-V. & D.A.L.-H.); Fax: +52-(55)-1084-5533 (R.M.V.-V. & D.A.L.-H.)
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22
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Matulić M, Gršković P, Petrović A, Begić V, Harabajsa S, Korać P. miRNA in Molecular Diagnostics. Bioengineering (Basel) 2022; 9:bioengineering9090459. [PMID: 36135005 PMCID: PMC9495386 DOI: 10.3390/bioengineering9090459] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Revised: 08/05/2022] [Accepted: 09/07/2022] [Indexed: 11/17/2022] Open
Abstract
MicroRNAs are a class of small non-coding RNA molecules that regulate gene expression on post-transcriptional level. Their biogenesis consists of a complex series of sequential processes, and they regulate expression of many genes involved in all cellular processes. Their function is essential for maintaining the homeostasis of a single cell; therefore, their aberrant expression contributes to development and progression of many diseases, especially malignant tumors and viral infections. Moreover, they can be associated with certain states of a specific disease, obtained in the least invasive manner for patients and analyzed with basic molecular methods used in clinical laboratories. Because of this, they have a promising potential to become very useful biomarkers and potential tools in personalized medicine approaches. In this review, miRNAs biogenesis, significance in cancer and infectious diseases, and current available test and methods for their detection are summarized.
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Affiliation(s)
- Maja Matulić
- Division of Molecular Biology, Department of Biology, Faculty of Science, University of Zagreb, 10000 Zagreb, Croatia
| | - Paula Gršković
- Division of Molecular Biology, Department of Biology, Faculty of Science, University of Zagreb, 10000 Zagreb, Croatia
| | - Andreja Petrović
- Division of Molecular Biology, Department of Biology, Faculty of Science, University of Zagreb, 10000 Zagreb, Croatia
- Institute of Clinical Pathology and Cytology, Merkur University Hospital, 10000 Zagreb, Croatia
| | - Valerija Begić
- Division of Molecular Biology, Department of Biology, Faculty of Science, University of Zagreb, 10000 Zagreb, Croatia
- Primary School “Sesvetski Kraljevec”, 10361 Sesvetski Kraljevec, Croatia
| | - Suzana Harabajsa
- Division of Molecular Biology, Department of Biology, Faculty of Science, University of Zagreb, 10000 Zagreb, Croatia
- Department of Pathology and Cytology, Division of Pulmonary Cytology Jordanovac, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Petra Korać
- Division of Molecular Biology, Department of Biology, Faculty of Science, University of Zagreb, 10000 Zagreb, Croatia
- Correspondence: ; Tel.: +385-1-4606-278
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23
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Bialecka M, Montilla-Rojo J, Roelen BAJ, Gillis AJ, Looijenga LHJ, Salvatori DCF. Humanised Mice and Immunodeficient Mice (NSG) Are Equally Sensitive for Prediction of Stem Cell Malignancy in the Teratoma Assay. Int J Mol Sci 2022; 23:ijms23094680. [PMID: 35563071 PMCID: PMC9105268 DOI: 10.3390/ijms23094680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 04/18/2022] [Accepted: 04/21/2022] [Indexed: 11/26/2022] Open
Abstract
The use of human pluripotent stem cells (hPSCs) in regenerative medicine has great potential. However, it is important to exclude that these cells can undergo malignant transformation, which could lead to the development of malignant tumours. This property of hPSCs is currently being tested using the teratoma assay, through which cells are injected into immunodeficient mice. Transplantation of stem cells in immunocompromised recipient animals certainly has a much higher incidence of tumour formation. On the other hand, the results obtained in immunodeficient mice could indicate a risk of tumour formation that is practically not present in the human immunocompetent recipient. The presence of a humanised immune system might be more representative of the human situation; therefore, we investigated if the demonstrated malignant features of chosen and well-characterised stem cell lines could be retrieved and if new features could arise in a humanised mouse model. Hu-CD34NSGTM (HIS) mice were compared side by side with immunocompromised mice (NSG) after injection of a set of benign (LU07) and malignant (LU07+dox and 2102Ep) cell lines. Analysis of the tumour development, histological composition, pathology evaluation, and malignancy-associated miRNA expression levels, both in tumour and plasma samples, revealed no differences among mouse groups. This indicates that the HIS mouse model is comparable to, but not more sensitive than, the NSG immunodeficient model for studying the malignancy of stem cells. Since in vivo teratoma assay is cumbersome, in vitro methods for the detection of malignancy are urgently needed.
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Affiliation(s)
- Monika Bialecka
- Anatomy and Physiology, Department Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 1, 3584 CL Utrecht, The Netherlands; (M.B.); (J.M.-R.); (B.A.J.R.)
| | - Joaquin Montilla-Rojo
- Anatomy and Physiology, Department Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 1, 3584 CL Utrecht, The Netherlands; (M.B.); (J.M.-R.); (B.A.J.R.)
| | - Bernard A. J. Roelen
- Anatomy and Physiology, Department Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 1, 3584 CL Utrecht, The Netherlands; (M.B.); (J.M.-R.); (B.A.J.R.)
| | - Ad J. Gillis
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (A.J.G.); (L.H.J.L.)
| | - Leendert H. J. Looijenga
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, The Netherlands; (A.J.G.); (L.H.J.L.)
| | - Daniela. C. F. Salvatori
- Anatomy and Physiology, Department Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, Yalelaan 1, 3584 CL Utrecht, The Netherlands; (M.B.); (J.M.-R.); (B.A.J.R.)
- Correspondence:
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24
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Nicu AT, Medar C, Chifiriuc MC, Gradisteanu Pircalabioru G, Burlibasa L. Epigenetics and Testicular Cancer: Bridging the Gap Between Fundamental Biology and Patient Care. Front Cell Dev Biol 2022; 10:861995. [PMID: 35465311 PMCID: PMC9023878 DOI: 10.3389/fcell.2022.861995] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 03/22/2022] [Indexed: 11/15/2022] Open
Abstract
Testicular cancer is the most common solid tumor affecting young males. Most testicular cancers are testicular germ cell tumors (TGCTs), which are divided into seminomas (SGCTs) and non-seminomatous testicular germ cell tumors (NSGCTs). During their development, primordial germ cells (PGCs) undergo epigenetic modifications and any disturbances in their pattern might lead to cancer development. The present study provides a comprehensive review of the epigenetic mechanisms–DNA methylation, histone post-translational modifications, bivalent marks, non-coding RNA–associated with TGCT susceptibility, initiation, progression and response to chemotherapy. Another important purpose of this review is to highlight the recent investigations regarding the identification and development of epigenetic biomarkers as powerful tools for the diagnostic, prognostic and especially for epigenetic-based therapy.
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Affiliation(s)
- Alina-Teodora Nicu
- Faculty of Biology, University of Bucharest, Bucharest, Romania
- Department of Genetics, University of Bucharest, Bucharest, Romania
| | - Cosmin Medar
- University of Medicine and Pharmacy “Carol Davila”, Clinical Hospital “Prof. dr Theodor Burghele”, Bucharest, Romania
| | - Mariana Carmen Chifiriuc
- Faculty of Biology, University of Bucharest, Bucharest, Romania
- Research Institute of University of Bucharest (ICUB), Bucharest, Romania
- Academy of Romanian Scientists, Bucharest, Romania
- Romanian Academy, Bucharest, Romania
| | | | - Liliana Burlibasa
- Faculty of Biology, University of Bucharest, Bucharest, Romania
- Department of Genetics, University of Bucharest, Bucharest, Romania
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25
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Myklebust MP, Søviknes AM, Halvorsen OJ, Thor A, Dahl O, Ræder H. MicroRNAs in Differentiation of Embryoid Bodies and the Teratoma Subtype of Testicular Cancer. Cancer Genomics Proteomics 2022; 19:178-193. [PMID: 35181587 DOI: 10.21873/cgp.20313] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 01/14/2022] [Accepted: 01/20/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Testicular germ cell tumours (TGCTs) are the most frequent tumour type among young, adult men. TGCTs can be efficiently treated, but metastases of the teratoma subtype, for which there are no circulating biomarkers, represent a challenge. MATERIALS AND METHODS Global microRNA expression in teratoma tissue and embryoid bodies was assessed using next-generation sequencing. Levels of microRNAs identified as potential biomarkers were obtained from serum of patients with teratoma and matched healthy men. RESULTS We identified miR-222-5p, miR-200a-5p, miR-196b-3p and miR-454-5p as biomarker candidates from the tumour tissue and embryoid body screening but the expression of these microRNAs was very low in serum and not statistically different between patients and controls. miR-375-3p was highly expressed, being highest in patients with teratoma (p=0.012) but the levels of expression in serum from these patients and healthy controls overlapped. miR-371a-3p was not expressed in serum from patients with pure teratoma, only in patients with mixed tumours. CONCLUSION The microRNA profiles of the teratoma subtype of TGCT and embryoid bodies were obtained and assessed for candidate circulating biomarkers, but none with high sensitivity and specificity for teratoma were identified in our study. We conclude that neither the proposed teratoma marker miR-375-3p nor miR-371a-3p are suitable as circulating teratoma markers.
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Affiliation(s)
| | - Anne Mette Søviknes
- Center for Diabetes Research, Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Ole Johan Halvorsen
- Gade Laboratory for Pathology, Department of Clinical Medicine, Centre for Cancer Biomarkers CCBIO, University of Bergen, Bergen, Norway
| | - Anna Thor
- Department of Urology and CLINTEC Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Olav Dahl
- Department of Oncology and Medical Physics, Haukeland University Hospital, Bergen, Norway.,Department of Clinical Science, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Helge Ræder
- Center for Diabetes Research, Department of Clinical Science, University of Bergen, Bergen, Norway.,Department of Pediatrics, Haukeland University Hospital, Bergen, Norway
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26
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Diverse Roles and Targets of miRNA in the Pathogenesis of Testicular Germ Cell Tumour. Cancers (Basel) 2022; 14:cancers14051190. [PMID: 35267498 PMCID: PMC8909779 DOI: 10.3390/cancers14051190] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/17/2022] [Accepted: 02/22/2022] [Indexed: 12/13/2022] Open
Abstract
Testicular germ cell tumour (TGCT) is the most common cancer type among young adults in many parts of the world. Although the pathogenesis of TGCT is not well understood, the involvement of heritable components is evident, and the risk is polygenic. Genome-wide association studies have so far found 78 susceptibility loci for TGCT, and many of the loci are in non-coding regions indicating the involvement of non-coding RNAs in TGCT pathogenesis. MicroRNAs (miRNAs), a class of non-coding RNAs, have emerged as important gene regulators at the post-transcriptional level. They are crucial in controlling many cellular processes, such as proliferation, differentiation, and apoptosis, and an aberrant miRNA expression may contribute to the pathogenesis of several cancers, including TGCT. In support of this notion, several studies reported differential expression of miRNAs in TGCTs. We previously demonstrated that miRNAs were the most common group of small non-coding RNAs in TGCTs, and several functional studies of miRNAs in TGCTs suggest that they may act as either oncogene or tumour suppressors. Moreover, individual miRNA targets and downstream pathways in the context of TGCT development have been explored. In this review, we will focus on the diverse roles and targets of miRNAs in TGCT pathogenesis.
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27
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Niu Y, Song C, Gong Y, Zhang W. MiRNA-Drug Resistance Association Prediction Through the Attentive Multimodal Graph Convolutional Network. Front Pharmacol 2022; 12:799108. [PMID: 35095506 PMCID: PMC8790023 DOI: 10.3389/fphar.2021.799108] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/20/2021] [Indexed: 11/13/2022] Open
Abstract
MiRNAs can regulate genes encoding specific proteins which are related to the efficacy of drugs, and predicting miRNA-drug resistance associations is of great importance. In this work, we propose an attentive multimodal graph convolution network method (AMMGC) to predict miRNA-drug resistance associations. AMMGC learns the latent representations of drugs and miRNAs from four graph convolution sub-networks with distinctive combinations of features. Then, an attention neural network is employed to obtain attentive representations of drugs and miRNAs, and miRNA-drug resistance associations are predicted by the inner product of learned attentive representations. The computational experiments show that AMMGC outperforms other state-of-the-art methods and baseline methods, achieving the AUPR score of 0.2399 and the AUC score of 0.9467. The analysis demonstrates that leveraging multiple features of drugs and miRNAs can make a contribution to the miRNA-drug resistance association prediction. The usefulness of AMMGC is further validated by case studies.
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Affiliation(s)
- Yanqing Niu
- School of Mathematics and Statistics, South-Central University for Nationalities, Wuhan, China
| | - Congzhi Song
- College of Informatics, Huazhong Agricultural University, Wuhan, China
| | - Yuchong Gong
- School of Computer Science, Wuhan University, Wuhan, China
| | - Wen Zhang
- College of Informatics, Huazhong Agricultural University, Wuhan, China
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28
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Shah JA, Khattak S, Rauf MA, Cai Y, Jin J. Potential Biomarkers of miR-371-373 Gene Cluster in Tumorigenesis. Life (Basel) 2021; 11:life11090984. [PMID: 34575133 PMCID: PMC8465240 DOI: 10.3390/life11090984] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 09/14/2021] [Accepted: 09/15/2021] [Indexed: 12/12/2022] Open
Abstract
microRNAs (miRNAs) are small non-coding RNA transcripts (20–24 nucleotides) that bind to their complementary sequences in the 3′-untranslated regions (3′-UTR) of targeted genes to negatively or positively regulate their expression. miRNAs affect the expression of genes in cells, thereby contributing to several important biological processes, including tumorigenesis. Identifying the miRNA cluster as a human embryonic stem cell (hESC)-specific miRNAs initially led to the identification of miR-371, miR-372, miR-373, and miR-373*, which can ultimately be translated into mature miRNAs. Recent evidence suggests that miR-371–373 genes are abnormally expressed in various cancers and act either as oncogenes or tumor suppressors, indicating they may be suitable as molecular biomarkers for cancer diagnosis and prevention. In this article, we summarize recent studies linking miR-371–373 functions to tumorigenesis and speculate on the potential applications of miR-371–373 as biomarkers for cancer diagnosis and treatment.
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Affiliation(s)
- Junaid Ali Shah
- School of Life Sciences, Jilin University, Changchun 130012, China; (J.A.S.); (Y.C.)
| | - Saadullah Khattak
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng 475004, China;
| | - Mohd Ahmar Rauf
- Department of Surgery, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; or
| | - Yong Cai
- School of Life Sciences, Jilin University, Changchun 130012, China; (J.A.S.); (Y.C.)
- School of Pharmacy, Changchun University of Chinese Medicine, Changchun 130117, China
| | - Jingji Jin
- School of Life Sciences, Jilin University, Changchun 130012, China; (J.A.S.); (Y.C.)
- School of Pharmacy, Changchun University of Chinese Medicine, Changchun 130117, China
- Correspondence:
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29
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Non-Coding RNAs and Splicing Activity in Testicular Germ Cell Tumors. Life (Basel) 2021; 11:life11080736. [PMID: 34440480 PMCID: PMC8399856 DOI: 10.3390/life11080736] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 07/13/2021] [Accepted: 07/22/2021] [Indexed: 01/22/2023] Open
Abstract
Testicular germ cell tumors (TGCTs) are the most common tumors in adolescent and young men. Recently, genome-wide studies have made it possible to progress in understanding the molecular mechanisms underlying the development of tumors. It is becoming increasingly clear that aberrant regulation of RNA metabolism can drive tumorigenesis and influence chemotherapeutic response. Notably, the expression of non-coding RNAs as well as specific splice variants is deeply deregulated in human cancers. Since these cancer-related RNA species are considered promising diagnostic, prognostic and therapeutic targets, understanding their function in cancer development is becoming a major challenge. Here, we summarize how the different expression of RNA species repertoire, including non-coding RNAs and protein-coding splicing variants, impacts on TGCTs’ onset and progression and sustains therapeutic resistance. Finally, the role of transcription-associated R-loop misregulation in the maintenance of genomic stability in TGCTs is also discussed.
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30
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Conduit C, Tran B. Improving outcomes in germ cell cancers using miRNA. Ther Adv Med Oncol 2021; 13:17588359211027826. [PMID: 34262617 PMCID: PMC8252353 DOI: 10.1177/17588359211027826] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 06/07/2021] [Indexed: 11/30/2022] Open
Abstract
Owing to advances in treatment paradigms across the last five decades, testicular cancer is now eminently curable. However, current serum tumour and imaging biomarkers lack adequate sensitivity, specificity, and predictive value. Subsequently, their utility in detecting active malignancy and informing treatment decisions is minimal in a large proportion of men with testicular cancer. Micro-ribonucleic acids (miRNA), pertinently miR-371a-3p, offer a new tool, which based on early data, appears to fill many of the gaps that existing biomarkers leave. This paper reviews the evolution of the technology, potential limitations, and discusses the clinical relevance of miRNA as it moves towards the clinic.
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Affiliation(s)
- Ciara Conduit
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
| | - Ben Tran
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Locked Bag 1, A’Beckett St, Melbourne, VIC 8006, Australia
- Walter and Eliza Hall Institute of Medical Research, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC, Australia
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31
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Leão R, Albersen M, Looijenga LHJ, Tandstad T, Kollmannsberger C, Murray MJ, Culine S, Coleman N, Belge G, Hamilton RJ, Dieckmann KP. Circulating MicroRNAs, the Next-Generation Serum Biomarkers in Testicular Germ Cell Tumours: A Systematic Review. Eur Urol 2021; 80:456-466. [PMID: 34175151 DOI: 10.1016/j.eururo.2021.06.006] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Accepted: 06/09/2021] [Indexed: 12/13/2022]
Abstract
CONTEXT Clinical management of testicular germ cell tumours (GCTs) is hampered by low sensitivity and specificity of the biomarkers currently in use. Circulating microRNAs (miRs) might offer the potential to address areas of unmet clinical need. OBJECTIVE To systematically evaluate the evidence for clinical applications of serum levels of miR302/367 and miR371-3 in adult testicular GCTs in terms of primary diagnosis, various clinical scenarios, and the costs of clinical implementation. EVIDENCE ACQUISITION We performed a critical review of PubMed/Medline, Embase and the Cochrane Library in January 2021 in accordance with Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) statement. EVIDENCE SYNTHESIS Thirty-one manuscripts addressed miR performance and potential clinical use in testicular GCT. Of these, 23 evaluated the utility in primary diagnosis, seven in early-stage disease, and 13 in metastatic disease, and two addressed the costs of clinical implementation. Of the various miRs studied, miR-371a-3p appears the most useful and potentially the only one that needs to be assayed, with an area under the receiver operating characteristic curve >0.90, sensitivity of 89-96%, and specificity of >90% for both seminoma and nonseminoma, surpassing the classic serum tumour markers. The miRs studied to date are not elevated in cases with teratoma only. Levels of miR-371a-3p correlate with primary tumour mass, clinical stage, and International Germ Cell Cancer Collaborative Group risk groups. Serial measurements mirror treatment efficacy in all clinical stages. CONCLUSIONS Circulating miRNA levels, particularly of miR-371a-3p, have potential for incorporation in clinical practice and may aid in clinical decision-making in various clinical scenarios in GCT. PATIENT SUMMARY We analysed the current evidence on the usefulness of blood levels of molecules called microRNAs in the management of testicular tumours. The microRNA-371a-3p molecule has better sensitivity and specificity than the markers currently being measured. This new biomarker may soon have a place in clinical practice.
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Affiliation(s)
- Ricardo Leão
- Department of Urology, Hospital de Braga, Hospitais CUF, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Maarten Albersen
- Department of Urology, University Hospitals Leuven, Leuven, Belgium
| | | | - Torgrim Tandstad
- The Cancer Clinic, St. Olav's University Hospital, Trondheim, Norway
| | - Christian Kollmannsberger
- Department of Medicine, Medical Oncology Division, BC Cancer, Vancouver Centre, University of British Columbia, Vancouver, Canada
| | - Matthew J Murray
- Department of Pathology, University of Cambridge, Cambridge, UK; Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, University of Cambridge, Cambridge, UK
| | - Stephane Culine
- Department of Medical Oncology, Hôpital Saint-Louis, AP-HP, Paris, France; Paris-Diderot University, Paris, France
| | - Nicholas Coleman
- Department of Pathology, University of Cambridge, Cambridge, UK; Department of Histopathology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Gazanfer Belge
- Faculty of Biology and Chemistry, University of Bremen, Bremen, Germany
| | - Robert J Hamilton
- Department of Surgical Oncology, Princess Margaret Cancer Centre, Toronto, Canada
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Zhao W, Quansah E, Yuan M, Li P, Yi C, Cai X, Zhu J. Next-generation sequencing analysis reveals segmental patterns of microRNA expression in yak epididymis. Reprod Fertil Dev 2021; 32:1067-1083. [PMID: 32758354 DOI: 10.1071/rd20113] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 06/16/2020] [Indexed: 12/26/2022] Open
Abstract
MicroRNAs (miRNAs) have emerged as potent regulators of gene expression and are widely expressed in biological systems. In reproduction, they have been shown to have a significant role in the acquisition and maintenance of male fertility, whereby deletion of Dicer in mouse germ cells leads to infertility. Evidence indicates that this role of miRNAs extends from the testis into the epididymis, controlling gene expression and contributing to regional variations in gene expression. In this study, RNA sequencing technology was used to investigate miRNA expression patterns in the yak epididymis. Region-specific miRNA expression was found in the yak epididymis. In all, 683 differentially expressed known miRNAs were obtained; 190, 186 and 307 differentially expressed miRNAs were identified for caput versus corpus, corpus versus cauda and caput versus cauda region pairs respectively. Kyoto Encyclopedia of Genes and Genomes results showed endocytosis as the most enriched pathway across region pairs, followed by protein processing in the endoplasmic reticulum, phagosome, spliceosome and biosynthesis of amino acids in region pair-specific hierarchical order. Gene ontology results showed varied enrichment in terms including cell, biogenesis, localisation, binding and locomotion across region pairs. In addition, significantly higher miR-34c expression was seen in the yak caput epididymidis relative to the corpus and cauda epididymidis.
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Affiliation(s)
- Wangsheng Zhao
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010 Sichuan, China
| | - Eugene Quansah
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010 Sichuan, China
| | - Meng Yuan
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010 Sichuan, China
| | - Pengcheng Li
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010 Sichuan, China
| | - Chuanping Yi
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, 621010 Sichuan, China
| | - Xin Cai
- Key Laboratory of Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilisation (Southwest Minzu University), Ministry of Education, Chengdu, Sichuan 610041, China; and Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilisation Key Laboratory of Sichuan Province, Chengdu, Sichuan 610041, China; and Corresponding authors. ;
| | - Jiangjiang Zhu
- Key Laboratory of Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilisation (Southwest Minzu University), Ministry of Education, Chengdu, Sichuan 610041, China; and Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilisation Key Laboratory of Sichuan Province, Chengdu, Sichuan 610041, China; and Corresponding authors. ;
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Bhanvadia RR, Baky FJ, Lafin JT, Bagrodia A. How can we mitigate treatment-associated morbidity in patients with germ cell tumors? Expert Rev Anticancer Ther 2021; 21:805-807. [PMID: 34006160 DOI: 10.1080/14737140.2021.1932473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Raj R Bhanvadia
- Department of Urology, University of Texas Southwestern, Dallas, TX, USA
| | - Fady J Baky
- Department of Urology, University of Texas Southwestern, Dallas, TX, USA
| | - John T Lafin
- Department of Urology, University of Texas Southwestern, Dallas, TX, USA
| | - Aditya Bagrodia
- Department of Urology, University of Texas Southwestern, Dallas, TX, USA
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Wang C, Hussain Solangi T, Wang H, Yang L, Shahzad K, Zhao W, Lang X. High-throughput sequencing reveals differential expression of miRNAs in yak and cattleyak epididymis. Reprod Domest Anim 2021; 57:125-140. [PMID: 34057751 DOI: 10.1111/rda.13973] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Accepted: 05/27/2021] [Indexed: 12/25/2022]
Abstract
Cattleyaks (CY) are interspecific hybrids between cattle (Bos taurus) and yak (Bos gruniens, YK) exhibiting the same prominent adaptability and higher performances than YK. MiRNAs have played an important role in the acquisition and maintenance of male fertility in reproduction, where deletion of Dicer in mice germ cells results in infertility. According to a body of evidence, the function of miRNA in the male reproductive system extends from the testis into the epididymis and, as such, regulates gene expression and contributes to regional gene expression variations. Using RNA sequencing on biological replicates, we described differentially expressed miRNAs profiles for tissue from epididymis of YK and CY. In the present study, High-throughput sequencing analysis showed that 55 differentially expressed (DE) miRNAs were identified in the epididymis of YK and CY. Among these, 43 DE miRNAs were upregulated while the remaining 12 DE miRNAs were downregulated between epididymis of YK and CY. Our results showed that the top most important DE miRNAs, bta-miR-449c, bta-miR-539, bta-miR-136, bta-miR-504, bta-miR-31 and bta-miR-222 were found to be involved in the reproductive system of CY. In addition, some targeted genes, Clusterins (CLU), Retinoic Acid Receptor a (RARa) and Hydroxy acyl glutathione Hydrolase (HAGH) and HSPH1 targeted by bta-miR-2411-3p and bta-miR-1298 were involved in the sperm motility, sperm morphology and post-testicular sperm maturation. Furthermore, GO and KEGG analyses were performed to classify the functions of target genes for DE miRNAs. In addition, RT-qPCR validation of the DE miRNAs and its targeted genes revealed that putative miRNAs are involved in the male CY infertility by altering the gene expression. Present findings may not only increase our understanding of the molecular mechanisms regulated by the miRNAs in epididymis, but also provide a valuable information to understand the male infertility mechanism of CY.
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Affiliation(s)
- Cailian Wang
- Key laboratory for sheep, goat and cattle germplasm and straw feed in Gansu Province, Institute of Animal & Pasture Science and Green Agricultural, Gansu Academy of Agricultural Science, Lanzhou, China
| | - Tajmal Hussain Solangi
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Hongmei Wang
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Liuyueling Yang
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Khuram Shahzad
- Department of Biosciences, COMSATS University Islamabad, Islamabad, Pakistan
| | - Wangsheng Zhao
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Xia Lang
- Key laboratory for sheep, goat and cattle germplasm and straw feed in Gansu Province, Institute of Animal & Pasture Science and Green Agricultural, Gansu Academy of Agricultural Science, Lanzhou, China
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35
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Kremer L, von Brandenstein M, Wittersheim M, Koeditz B, Paffenholz P, Hellmich M, Pfister D, Heidenreich A, Nestler T. The combination of microRNA-371a-3p and 375-5p can distinguish viable germ cell tumor and teratoma from necrosis in postchemotherapy retroperitoneal lymph node dissection specimens. Transl Androl Urol 2021; 10:1647-1655. [PMID: 33968653 PMCID: PMC8100847 DOI: 10.21037/tau-20-1349] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
Background To identify a combination of microRNAs (miRNA) to differentiate between viable tumor (V) or teratoma (T) and necrosis/fibrosis (N) in pcRPLND specimens of metastatic germ cell tumor (GCT) patients with residual masses ≥1 cm after chemotherapy. Biomarker guided therapy could reduce overtreatment with pcRPLND in patients with only N. Methods We selected 48 metastatic GCT patients who had undergone pcRPLND. V, pure T and N was shown in the resected tissue of 16 patients, respectively. Of these areas total RNA was isolated and miRNA expression was analyzed for miR-371a-3p, 375-3p, and 375-5p using qPCR. ROC analysis was performed for each miRNA and for all combinations in order to determine the discriminatory capacity of V and T vs. N. Results On comparing V vs. N miR-371a-3p achieved the highest fold change (FC) of 31.1 (P=0.023) while for T vs. N miR-375-5p performed best (FC 64.2; P<0.001). Likewise, the most accurate AUC for V was 0.75 using miR-371a-3p, for T 0.80 using miR-375-5p. Combining the best performing miRNAs for V and T resulted in an AUC of 0.94 with a sensitivity of 93.75, specificity of 93.75, PPV of 96.8 and NPV of 83.3. Conclusions By combining miR-371a-3p and miR-375-5p in pcRPLND tissue samples V and T could be distinguished from necrosis/fibrosis with great accuracy. This combination of miRNAs might serve as new biomarker in the future, in order to spare miRNA-negative patients from pcRPLND. However, further studies analyzing patient’s serum are needed to confirm the clinical impact of these biomarkers.
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Affiliation(s)
- Lara Kremer
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Melanie von Brandenstein
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Maike Wittersheim
- Institute of Pathology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Barbara Koeditz
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Pia Paffenholz
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Martin Hellmich
- Institute of Medical Statistics and Computational Biology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - David Pfister
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Axel Heidenreich
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany
| | - Tim Nestler
- Department of Urology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Cologne, Germany.,Department of Urology, Federal Armed Services Hospital Koblenz, Koblenz, Germany
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36
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Barbu MG, Thompson DC, Suciu N, Voinea SC, Cretoiu D, Predescu DV. The Roles of MicroRNAs in Male Infertility. Int J Mol Sci 2021; 22:ijms22062910. [PMID: 33805594 PMCID: PMC7998158 DOI: 10.3390/ijms22062910] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 03/10/2021] [Accepted: 03/10/2021] [Indexed: 12/25/2022] Open
Abstract
MicroRNAs applications were vastly studied throughout the years, spanning from potential cancer biomarkers to targeted therapies for various diseases. Out of these utilizations, this paper focuses on their role in male infertility. Approximately 10–15% of worldwide couples are affected by infertility. Out of these, 50% are due to male determinants. The majority of cases still have an undetermined cause. Previous studies have found that the aberrant expression of microRNAs could be linked to certain reproductive dysfunctions in males. Further on, this study looked into the most recent literature published on this subject in order to assess the connection between the up-/down-regulation of various microRNAs and the roles they play in male infertility. MicroRNAs were found to be abundant and stable in the seminal liquid, which led to a facile identification using regular RNA detection methods. It was observed that the concentration of microRNAs in semen was modified in the case of patients suffering from asthenozoospermia and azoospermia. Moreover, idiopathic male infertility was associated with a single nucleotide polymorphism of the microRNA binding site. Future studies should focus their attention on discovering future treatments against male infertility targeting specific microRNAs and also on developing new and improved contraceptive methods.
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Affiliation(s)
- Madalina Gabriela Barbu
- Fetal Medicine Excellence Research Center, Alessandrescu-Rusescu National Institute for Mother and Child Health, 020395 Bucharest, Romania; (M.G.B.); (D.C.T.); (D.C.)
- Department of Rehabilitation Medicine, Elias Emergency University Hospital, 011461 Bucharest, Romania
| | - Dana Claudia Thompson
- Fetal Medicine Excellence Research Center, Alessandrescu-Rusescu National Institute for Mother and Child Health, 020395 Bucharest, Romania; (M.G.B.); (D.C.T.); (D.C.)
- Department of Rehabilitation Medicine, Elias Emergency University Hospital, 011461 Bucharest, Romania
| | - Nicolae Suciu
- Fetal Medicine Excellence Research Center, Alessandrescu-Rusescu National Institute for Mother and Child Health, 020395 Bucharest, Romania; (M.G.B.); (D.C.T.); (D.C.)
- Division of Obstetrics, Gynecology and Neonatology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
- Department of Obstetrics and Gynecology, Polizu Clinical Hospital, Alessandrescu-Rusescu National Institute for Mother and Child Health, 011061 Bucharest, Romania
- Correspondence: (N.S.); (S.C.V.)
| | - Silviu Cristian Voinea
- Department of Surgical Oncology, Institute of Oncology Prof. Dr. Alexandru Trestioreanu, Carol Davila University of Medicine and Pharmacy, 022328 Bucharest, Romania
- Correspondence: (N.S.); (S.C.V.)
| | - Dragos Cretoiu
- Fetal Medicine Excellence Research Center, Alessandrescu-Rusescu National Institute for Mother and Child Health, 020395 Bucharest, Romania; (M.G.B.); (D.C.T.); (D.C.)
- Department of Cell, Molecular Biology and Histology, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania
| | - Dragos Valentin Predescu
- Department of General Surgery, Sf. Maria Clinical Hospital, Carol Davila University of Medicine and Pharmacy, 011172 Bucharest, Romania;
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37
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Lobo J, Leão R, Jerónimo C, Henrique R. Liquid Biopsies in the Clinical Management of Germ Cell Tumor Patients: State-of-the-Art and Future Directions. Int J Mol Sci 2021; 22:ijms22052654. [PMID: 33800799 PMCID: PMC7961393 DOI: 10.3390/ijms22052654] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 02/25/2021] [Accepted: 03/02/2021] [Indexed: 02/06/2023] Open
Abstract
Liquid biopsies constitute a minimally invasive means of managing cancer patients, entailing early diagnosis, follow-up and prediction of response to therapy. Their use in the germ cell tumor field is invaluable since diagnostic tissue biopsies (which are invasive) are often not performed, and therefore only a presumptive diagnosis can be made, confirmed upon examination of the surgical specimen. Herein, we provide an overall review of the current liquid biopsy-based biomarkers of this disease, including the classical, routinely used serum tumor markers—the promising microRNAs rapidly approaching the introduction into clinical practice—but also cell-free DNA markers (including DNA methylation) and circulating tumor cells. Finally, and importantly, we also explore novel strategies and challenges for liquid biopsy markers and methodologies, providing a critical view of the future directions for liquid biopsy tests in this field, highlighting gaps and unanswered questions.
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Affiliation(s)
- João Lobo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal;
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
| | - Ricardo Leão
- Faculty of Medicine, University of Coimbra, Rua Larga, 3000-370 Coimbra, Portugal;
| | - Carmen Jerónimo
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal;
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
- Correspondence: (C.J.); (R.H.); Tel.: +351-22-225084000 (C.J. & R.H.); Fax: +351-22-5084199 (C.J. & R.H.)
| | - Rui Henrique
- Cancer Biology and Epigenetics Group, IPO Porto Research Center (GEBC CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) & Porto Comprehensive Cancer Center (P.CCC), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal;
- Department of Pathology, Portuguese Oncology Institute of Porto (IPOP), R. Dr. António Bernardino de Almeida, 4200-072 Porto, Portugal
- Department of Pathology and Molecular Immunology, Institute of Biomedical Sciences Abel Salazar, University of Porto (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513 Porto, Portugal
- Correspondence: (C.J.); (R.H.); Tel.: +351-22-225084000 (C.J. & R.H.); Fax: +351-22-5084199 (C.J. & R.H.)
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Lakpour N, Saliminejad K, Ghods R, Reza Sadeghi M, Pilatz A, Khosravi F, Madjd Z. Potential biomarkers for testicular germ cell tumour: Risk assessment, diagnostic, prognostic and monitoring of recurrence. Andrologia 2021; 53:e13998. [PMID: 33534171 DOI: 10.1111/and.13998] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 01/01/2021] [Accepted: 01/12/2021] [Indexed: 12/17/2022] Open
Abstract
Testicular germ cell tumour (TGCT) is considered a relatively rare malignancy usually occurring in young men between 15 and 35 years of age, and both genetic and environmental factors contribute to its development. The majority of patients are diagnosed in an early-stage of TGCTs with an elevated 5-year survival rate after therapy. However, approximately 25% of patients show an incomplete response to chemotherapy or tumours relapse. The current therapies are accompanied by several adverse effects, including infertility. Aside from classical serum biomarker, many studies reported novel biomarkers for TGCTs, but without proper validation. Cancer cells share many similarities with embryonic stem cells (ESCs), and since ESC genes are not transcribed in most adult tissues, they could be considered ideal candidate targets for cancer-specific diagnosis and treatment. Added to this, several microRNAs (miRNA) including miRNA-371-3p can be further investigated as a molecular biomarker for diagnosis and monitoring of TGCTs. In this review, we will illustrate the findings of recent investigations in novel TGCTs biomarkers applicable for risk assessment, screening, diagnosis, prognosis, prediction and monitoring of the relapse.
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Affiliation(s)
- Niknam Lakpour
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Kioomars Saliminejad
- Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Roya Ghods
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Sadeghi
- Reproductive Biotechnology Research Center, Avicenna Research Institute, ACECR, Tehran, Iran
| | - Adrian Pilatz
- Department of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - Farhad Khosravi
- Department of Physiology, Faculty of Medicine, Justus Liebig University, Giessen, Germany
| | - Zahra Madjd
- Oncopathology Research Center, Iran University of Medical Sciences, Tehran, Iran.,Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
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D'souza A, Van Veldhuizen P, Fung C. Surviving Testicular Cancer: The Role of the Contralateral Testicle. J Clin Oncol 2021; 39:265-268. [PMID: 33503392 DOI: 10.1200/jco.20.03333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Anishka D'souza
- Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Peter Van Veldhuizen
- Division of Hematology, Oncology Department of Medicine, University of Rochester School of Medicine and Dentistry, James P. Wilmot Cancer Institute, Rochester, NY
| | - Chunkit Fung
- Division of Hematology, Oncology Department of Medicine, University of Rochester School of Medicine and Dentistry, James P. Wilmot Cancer Institute, Rochester, NY
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40
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Zhao W, Hussain Solangi T, Wu Y, Yang X, Xu C, Wang H, Zheng X, Cai X, Zhu J. Comparative rna-seq analysis of region-specific miRNA expression in the epididymis of cattleyak. Reprod Domest Anim 2021; 56:555-576. [PMID: 33438262 DOI: 10.1111/rda.13893] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 01/07/2021] [Accepted: 01/10/2021] [Indexed: 02/06/2023]
Abstract
The epididymis is the site of post-testicular sperm maturation, which constitutes the acquisition of sperm motility and the ability to recognize and fertilize oocytes. The role of miRNA in male reproductive system, including the control of different steps leading to proper fertilization such as gametogenesis, sperm maturation and maintenance of male fertility where the deletion of Dicer in mouse germ cells led to infertility, has been demonstrated. The identification of miRNA expression in a region-specific manner will therefore provide valuable insight into the functional differences between the regions of the epididymis. In this study, we employed RNA-seq technology to explore the expression pattern of miRNAs and establish some miRNAs of significant interest with regard to epididymal sperm maturation in the CY epididymis. We identified a total of 431 DE known miRNAs; 119, 185 and 127 DE miRNAs were detected for caput versus corpus, corpus versus cauda and caput versus cauda region pairs, respectively. Our results demonstrate region-specific miRNA expression in the CY epididymis. The GO and KEGG enrichment for the predicted target genes indicated the functional values of miRNAs. Furthermore, we observed that the expression of miR-200a was downregulated in the caput, compared with cauda. Since the family of miR-200 has previously been suggested to contribute to the distinct physiological function of sperm maturation in epididymis of adult rat, we speculate that the downregulation of miR-200a in CY caput epididymis may play an important role of sperm maturation in the epididymis of CY. Therefore, our findings may not only increase our understanding of the molecular mechanisms regulated by the miRNA functions in region-specific miRNA expression in the CY epididymis, it could provide a valuable information to understand the mechanism of male infertility of CY.
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Affiliation(s)
- Wangsheng Zhao
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Tajmal Hussain Solangi
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Yitao Wu
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Xiankang Yang
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Chuanfei Xu
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Hongmei Wang
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Xuxin Zheng
- School of Life Science and Engineering, Southwest University of Science and Technology, Mianyang, China
| | - Xin Cai
- Key Laboratory of Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilization (Southwest Minzu University), Ministry of Education, Chengdu, China.,Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilization Key Laboratory of Sichuan Province, Chengdu, China
| | - Jiangjiang Zhu
- Key Laboratory of Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilization (Southwest Minzu University), Ministry of Education, Chengdu, China.,Qinghai-Tibetan Plateau Animal Genetic Resource Reservation and Utilization Key Laboratory of Sichuan Province, Chengdu, China
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Abstract
PURPOSE OF REVIEW miRNAs 371 and 302/367 clusters are abundantly secreted in the blood of patients with active germ cell malignancy (aGCM), both seminoma and nonseminoma. The serum concentration of those micro-RNAs correlates with tumor burden and to the activity of specific treatments; therefore, representing attractive biomarkers for the diagnosis and follow-up of patients with germ cell tumors. This review summarizes the most relevant evidence supporting their clinical validity in germ cell tumors. RECENT FINDINGS Several retrospective studies have reported high sensitivity and specificity of those micro-RNAs in identifying aGCM prior to the orchiectomy or in patients with metastatic germ cell tumor prior to or during chemotherapy. Most recently, few prospective studies have confirmed their clinical validity during the follow-up of patients after surgery and/or chemotherapy. Large studies are panned across the spectrum of germ cell tumors to assess their clinical utility and several efforts to identify biomarkers of teratoma are underway. SUMMARY The integration of those micro-RNAs in the management of germ cell tumors has the potential to refine the therapeutic decision, especially in some clinical situations characterized by high uncertainty, such as clinical stage I, clinical stage IIA with normal tumor markers and residual disease postchemotherapy.
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Abstract
PURPOSE OF REVIEW Testicular germ cell tumours (TGCTs) exhibit, in contrast to other cancer types, a relatively low mutational burden. However, numerous epigenetic alterations have been shown to impact TGCT. In this review, we summarize the most relevant findings of the past 2 years. RECENT FINDINGS Recent studies focused on the functions of microRNAs and the impact of aberrant DNA methylation. Moreover, several epigenetic drugs with antineoplastic effects in TGCTs were identified. SUMMARY Aberrant DNA methylation and differentially expressed microRNAs have an important effect on TGCT pathogenesis. Moreover, differential DNA methylation patterns were found to be specific for different TGCT subtypes. Various microRNAs, such as miR-371a-3p, were found to be highly sensitive and specific biomarkers for TGCT. The epigenetic drugs guadecitabine, animacroxam, and JQ1 showed promising effects on TGCT in preclinical in-vivo and in-vitro studies.
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Huang YA, Hu P, Chan KCC, You ZH. Graph convolution for predicting associations between miRNA and drug resistance. Bioinformatics 2020; 36:851-858. [PMID: 31397851 DOI: 10.1093/bioinformatics/btz621] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2018] [Revised: 07/17/2019] [Accepted: 08/08/2019] [Indexed: 12/19/2022] Open
Abstract
MOTIVATION MicroRNA (miRNA) therapeutics is becoming increasingly important. However, aberrant expression of miRNAs is known to cause drug resistance and can become an obstacle for miRNA-based therapeutics. At present, little is known about associations between miRNA and drug resistance and there is no computational tool available for predicting such association relationship. Since it is known that miRNAs can regulate genes that encode specific proteins that are keys for drug efficacy, we propose here a computational approach, called GCMDR, for finding a three-layer latent factor model that can be used to predict miRNA-drug resistance associations. RESULTS In this paper, we discuss how the problem of predicting such associations can be formulated as a link prediction problem involving a bipartite attributed graph. GCMDR makes use of the technique of graph convolution to build a latent factor model, which can effectively utilize information of high-dimensional attributes of miRNA/drug in an end-to-end learning scheme. In addition, GCMDR also learns graph embedding features for miRNAs and drugs. We leveraged the data from multiple databases storing miRNA expression profile, drug substructure fingerprints, gene ontology and disease ontology. The test for performance shows that the GCMDR prediction model can achieve AUCs of 0.9301 ± 0.0005, 0.9359 ± 0.0006 and 0.9369 ± 0.0003 based on 2-fold, 5-fold and 10-fold cross validation, respectively. Using this model, we show that the associations between miRNA and drug resistance can be reliably predicted by properly introducing useful side information like miRNA expression profile and drug structure fingerprints. AVAILABILITY AND IMPLEMENTATION Python codes and dataset are available at https://github.com/yahuang1991polyu/GCMDR/. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Yu-An Huang
- Department of Computing, Hong Kong Polytechnic University, Hong Kong SAR, 999077, China
| | - Pengwei Hu
- Department of Computing, Hong Kong Polytechnic University, Hong Kong SAR, 999077, China
| | - Keith C C Chan
- Department of Computing, Hong Kong Polytechnic University, Hong Kong SAR, 999077, China
| | - Zhu-Hong You
- Department of Computing, Hong Kong Polytechnic University, Hong Kong SAR, 999077, China.,Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Science, Urumqi 830011, China
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Looijenga LH, Van der Kwast TH, Grignon D, Egevad L, Kristiansen G, Kao CS, Idrees MT. Report From the International Society of Urological Pathology (ISUP) Consultation Conference on Molecular Pathology of Urogenital Cancers: IV: Current and Future Utilization of Molecular-Genetic Tests for Testicular Germ Cell Tumors. Am J Surg Pathol 2020; 44:e66-e79. [PMID: 32205480 PMCID: PMC7289140 DOI: 10.1097/pas.0000000000001465] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The International Society of Urological Pathology (ISUP) organized a Consultation Conference in March 2019 dealing with applications of molecular pathology in Urogenital Pathology, including testicular tumors (with a focus on germ cell tumors [GCTs]), preceded by a survey among its members to get insight into current practices in testicular germ cell tumor (TGCT) diagnostics and adoption of the ISUP immunohistochemical guidelines published in 2014. On the basis of the premeeting survey, the most commonly used immunomarker panel includes OCT3/4, placental alkaline phosphate, D2-40, SALL4, CD117, and CD30 for GCTs and the documentation of germ cell neoplasia in situ (GCNIS). Molecular testing, specifically 12p copy gain, is informative to distinguish non-GCNIS versus GCNIS related GCTs, and establishing germ cell origin of tumors both in the context of primary and metastatic lesions. Other molecular methodologies currently available but not widely utilized for TGCTs include genome-wide and targeted approaches for specific genetic anomalies, P53 mutations, genomic MDM2 amplification, and detection of the p53 inactivating miR-371a-3p. The latter also holds promise as a serum marker for malignant TGCTs. This manuscript provides an update on the classification of TGCTs, and describes the current and future role of molecular-genetic testing. The following recommendations are made: (1) Presence of GCNIS should be documented in all cases along with extent of spermatogenesis; (2) Immunohistochemical staining is optional in the following scenarios: identification of GCNIS, distinguishing embryonal carcinoma from seminoma, confirming presence of yolk sac tumor and/or choriocarcinoma, and differentiating spermatocytic tumor from potential mimics; (3) Detection of gain of the short arm of chromosome 12 is diagnostic to differentiate between non-GCNIS versus GCNIS related GCTs and supportive to the germ cell origin of both primary and metastatic tumors.
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Affiliation(s)
| | | | | | - Lars Egevad
- Department of Oncology and Pathology, Karolinska Institutet Sweden, Solna, Sweden
| | - Glen Kristiansen
- Department of Pathology, University Hospital Bonn, Bonn, Germany
| | - Chia-Sui Kao
- Department of Pathology, Stanford University School of Medicine, Stanford, CA
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MiRNAs Expression Profiling of Bovine ( Bos taurus) Testes and Effect of bta-miR-146b on Proliferation and Apoptosis in Bovine Male Germline Stem Cells. Int J Mol Sci 2020; 21:ijms21113846. [PMID: 32481702 PMCID: PMC7312616 DOI: 10.3390/ijms21113846] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/21/2020] [Accepted: 05/26/2020] [Indexed: 12/15/2022] Open
Abstract
Spermatogenesis is a complex biological process regulated by well-coordinated gene regulation, including MicroRNAs (miRNAs). miRNAs are endogenous non-coding ribonucleic acids (ncRNAs) that mainly regulate the gene expression at post-transcriptional levels. Several studies have reported miRNAs expression in bull sperm and the process of spermatogenic arrest in cattle and yak. However, studies for the identification of differential miRNA expression and its mechanisms during the developmental stages of testis still remain uncertain. In the current study, we comprehensively analyzed the expression of miRNA in bovine testes at neonatal (3 days after birth, n = 3) and mature (13 months, n = 3) stages by RNA-seq. Moreover, the role of bta-miR-146b was also investigated in regulating the proliferation and apoptosis of bovine male germline stem cells (mGSCs) followed by a series of experiments. A total of 652 miRNAs (566 known and 86 novel miRNAs) were identified, whereas 223 miRNAs were differentially expressed between the two stages. Moreover, an elevated expression level of bta-miR-146b was found in bovine testis among nine tissues, and the functional studies indicated that the overexpression of bta-miR-146b inhibited the proliferation of bovine mGSCs and promoted apoptosis. Conversely, regulation of bta-miR-146b inhibitor promoted bovine mGSCs proliferation. This study provides a basis for understanding the regulation roles of miRNAs in bovine testis development and spermatogenesis.
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Belge G, Hennig F, Dumlupinar C, Grobelny F, Junker K, Radtke A, Dieckmann KP. Graded expression of microRNA-371a-3p in tumor tissues, contralateral testes, and in serum of patients with testicular germ cell tumor. Oncotarget 2020; 11:1462-1473. [PMID: 32363003 PMCID: PMC7185068 DOI: 10.18632/oncotarget.27565] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 04/03/2020] [Indexed: 12/19/2022] Open
Abstract
Background: Serum levels of microRNA-371a-3p represent a specific tumor marker of testicular germ cell tumors (GCTs) but the origin of circulating miR-371a-3p is not finally resolved. The correlation between miR-levels in tissue and serum is unclear.
Results: MiR-levels in GCT tissue are 399-fold higher than in contralateral testicular tissue and 5843-fold higher than in non-testicular tissue. MiR tissue levels correlate with corresponding serum levels (r2 = 0.181). ISH detected miR-371a-3p intracellularly in GCT cells except teratoma. A low expression was also detected in normal testicular germ cells.
Conclusions: Circulating miR-371a-3p is specifically derived from GCT tissue. The miR is present in GCT cells except teratoma. A low expression is also found in normal testicular tissue but not in non-testicular tissue. MiR-371a-3p levels in tissue and serum correlate significantly. This study underscores the usefulness of serum miR-371a-3p as tumor marker of GCT.
Patients and methods: Expression levels of miR-371a-3p were concurrently measured in tissues of GCT, contralateral testes (n = 38), and in serum (n = 36) with real time PCR. For control, 5 healthy testicles and 4 non-testicular tissue samples were examined. MiR-levels were compared using descriptive statistical methods. We also performed in situ hybridization (ISH) of GCT tissue with a probe specific for miR-371a-3p.
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Affiliation(s)
- Gazanfer Belge
- Faculty of Biology and Chemistry, University of Bremen, Bremen, Germany
| | - Finja Hennig
- Faculty of Biology and Chemistry, University of Bremen, Bremen, Germany
| | - Cansu Dumlupinar
- Faculty of Biology and Chemistry, University of Bremen, Bremen, Germany
| | | | - Klaus Junker
- Department of Pathology, Klinikum Bremen-Mitte, Bremen, Germany
| | - Arlo Radtke
- Faculty of Biology and Chemistry, University of Bremen, Bremen, Germany
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Non-Coding microRNAs as Novel Potential Tumor Markers in Testicular Cancer. Cancers (Basel) 2020; 12:cancers12030749. [PMID: 32235691 PMCID: PMC7140096 DOI: 10.3390/cancers12030749] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/14/2020] [Accepted: 03/16/2020] [Indexed: 12/19/2022] Open
Abstract
Testicular cancer is an important disease with increasing incidence and a high burden of morbidity and mortality in young men worldwide. Histological examination of the testicular tissue after orchiectomy plays an important role alongside patient history, imaging, clinical presentation and laboratory parameters. Surgical procedures and chemotherapeutic treatment provide a high chance of cure in early stages, though some patients in advanced stages belonging to a poor risk group experience cancer-related death. Though conventional serum-based tumor markers, including α-fetoprotein (AFP), the β-subunit of human chorionic gonadotropin (β-hCG), and lactate dehydrogenase (LDH), are useful as prognostic and diagnostic biomarkers, unfortunately, these tumor markers only have a sensitivity of about 60%, and in pure seminoma even lower with about 20%. Therefore, the development of new tumor markers is an important and intensively ongoing issue. The analysis of epigenetic modification and non-coding RNA microRNAs (miRNAs) are carrying most promising potential as tumor markers in future. miRNAs are small RNAs secreted by testicular tumor cells and circulate and be measurable in body fluids. In recent years, miRNAs of the miR-371-373 cluster in particular have been identified as potentially superior tumor markers in testicular cancer patients. Studies showed that miR-371a-3p and miR-302/367 expression significantly differ between testicular tumors and healthy testicular tissue. Several studies including high prospective multi-center trials clearly demonstrated that these miRNAs significantly exceed the sensitivity and specificity of conventional tumor markers and may help to facilitate the diagnosis, follow-up, and early detection of recurrences in testicular cancer patients. In addition, other miRNAs such as miR-223-3p, miR-449, miR-383, miR-514a-3p, miR-199a-3p, and miR-214 will be discussed in this review. However, further studies are needed to identify the value of these novel markers in additional clinical scenarios, including the monitoring in active surveillance or after adjuvant chemotherapy, but also to show the limitations of these tumor markers. The aim of this review is to give an overview on the current knowledge regarding the relevance of non-coding miRNAs as biomarkers in testicular cancer.
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Application of miRNAs in the diagnosis and monitoring of testicular germ cell tumours. Nat Rev Urol 2020; 17:201-213. [PMID: 32157202 DOI: 10.1038/s41585-020-0296-x] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/12/2020] [Indexed: 02/08/2023]
Abstract
Testicular germ cell tumours (TGCTs) are the most frequent cancer type in young men and originate from the common precursor germ cell neoplasia in situ (GCNIS). For decades, clinical management of patients with TGCT has relied on classic serum tumour markers: α-fetoprotein, human chorionic gonadotropin subunit-β and lactate dehydrogenase. In the past 10 years, microRNAs have been shown to outperform classic serum tumour markers in the diagnosis of primary tumours and in follow-up monitoring and prediction of relapse. miR-371a-3p is the most consistent marker and exhibits >90% diagnostic sensitivity and specificity in TGCT. However, miR-371a-3p cannot be used to diagnose GCNIS or mature teratoma. Future efforts must technically standardize the microRNA-based methods internationally and introduce miR-371a-3p as a molecular liquid biopsy-based marker for TGCTs in the clinic.
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Identification and Validation Model for Informative Liquid Biopsy-Based microRNA Biomarkers: Insights from Germ Cell Tumor In Vitro, In Vivo and Patient-Derived Data. Cells 2019; 8:cells8121637. [PMID: 31847394 PMCID: PMC6952794 DOI: 10.3390/cells8121637] [Citation(s) in RCA: 76] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2019] [Revised: 12/11/2019] [Accepted: 12/13/2019] [Indexed: 12/26/2022] Open
Abstract
Liquid biopsy-based biomarkers, such as microRNAs, represent valuable tools for patient management, but often do not make it to integration in the clinic. We aim to explore issues impeding this transition, in the setting of germ cell tumors, for which novel biomarkers are needed. We describe a model for identifying and validating clinically relevant microRNAs for germ cell tumor patients, using both in vitro, in vivo (mouse model) and patient-derived data. Initial wide screening of candidate microRNAs is performed, followed by targeted profiling of potentially relevant biomarkers. We demonstrate the relevance of appropriate (negative) controls, experimental conditions (proliferation), and issues related to sample origin (serum, plasma, cerebral spinal fluid) and pre-analytical variables (hemolysis, contaminants, temperature), all of which could interfere with liquid biopsy-based studies and their conclusions. Finally, we show the value of our identification model in a specific scenario, contradicting the presumed role of miR-375 as marker of teratoma histology in liquid biopsy setting. Our findings indicate other putative microRNAs (miR-885-5p, miR-448 and miR-197-3p) fulfilling this clinical need. The identification model is informative to identify the best candidate microRNAs to pursue in a clinical setting.
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50
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Nappi L, Thi M, Lum A, Huntsman D, Eigl BJ, Martin C, O’Neil B, Maughan BL, Chi K, So A, Black PC, Gleave M, Wyatt AW, Lavoie JM, Khalaf D, Bell R, Daneshmand S, Hamilton RJ, Leao RR, Nichols C, Kollmannsberger C. Developing a Highly Specific Biomarker for Germ Cell Malignancies: Plasma miR371 Expression Across the Germ Cell Malignancy Spectrum. J Clin Oncol 2019; 37:3090-3098. [PMID: 31553692 PMCID: PMC7351323 DOI: 10.1200/jco.18.02057] [Citation(s) in RCA: 88] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2019] [Indexed: 12/26/2022] Open
Abstract
PURPOSE Our objective was to evaluate operating characteristics, particularly specificity and positive predictive value (PPV), by mapping plasma miR371 expression to actual clinical events in patients with a history of germ cell tumor. PATIENTS AND METHODS One hundred eleven male patients with a history of or newly diagnosed germ cell tumors were evaluable. Biospecimens obtained before confirmed clinical events were analyzed for miR371 expression with blinding of providers and laboratory personnel to analytic results or clinical status, respectively. Cases (patients with clinically confirmed active germ cell malignancy [aGCM]) and controls (patients with no clinically confirmed aGCM) were assigned over the course of the management. Patients were assigned risk status (high, low, or moderate) based on the composite clinical picture at time points in management. RESULTS Considering all cases and controls and results of prospectively obtained biosamples analyzed for miR371 expression, 46 (35%) of 132 samples had clinically confirmed aGCM over the course of management; 44 (96%) of these 46 patients had plasma miR371 expression (true positives) with no false positives. Two (4%) of 46 patients had no miRNA expression despite pathologic confirmation of aGCM (false negatives). Plasma miR371 expression in confirmed aGCM had a specificity, sensitivity, positive predictive value, and negative predictive value of 100%, 96%, 100%, and 98%, respectively. Interpretation of sensitivity and negative predictive value is limited by modest follow-up. Specificity and sensitivity were 100% and 98%, 100% and 92%, and 100% and 97% in the low-, moderate-, and high-risk groups, respectively, with a median follow-up time of 15 months. CONCLUSION Plasma miR371 expression predicts aGCM with high specificity and positive predictive value. Although other operating characteristics of miR371 await longer follow-up for more complete definition, the findings of a highly specific liquid biopsy strongly support moving forward with large-scale, real-world clinical trials to further define full operating characteristics and to identify clinical utility and areas of patient benefit.
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Affiliation(s)
- Lucia Nappi
- BC Cancer, Vancouver Centre, University of British Columbia, Vancouver, British Columbia, Canada
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Marisa Thi
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Amy Lum
- BC Cancer, Vancouver, British Columbia, Canada
| | | | - Bernie J. Eigl
- BC Cancer, Vancouver Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Brock O’Neil
- Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | | | - Kim Chi
- BC Cancer, Vancouver Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alan So
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Peter C. Black
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Martin Gleave
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Alex W. Wyatt
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jean Michel Lavoie
- BC Cancer, Vancouver Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Daniel Khalaf
- BC Cancer, Vancouver Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Robert Bell
- Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | | | | | - Ricardo R.N. Leao
- Princess Margaret Cancer Centre, Toronto, Ontario, Canada
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Craig Nichols
- Testicular Cancer Commons, Beaverton, OR
- SWOG Group Chairs Office, Portland, OR
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