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Campwala I, Schienda J, Murphy AJ, Hashimi B, Perry T, Cost N, Kamihara J, Mullen EA, Santiago T, Malek MM. Wilms Tumor in Children with AMER1/WTX Germline Pathogenic Variants: A Multicenter Case Series. Pediatr Blood Cancer 2025:e31798. [PMID: 40399763 DOI: 10.1002/pbc.31798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/23/2025]
Abstract
BACKGROUND 10-15% of children with Wilms tumor (WT) have predisposing genetic syndromes. Somatic mutations are frequently identified; however, germline pathogenic variants in AMER1 are much less prevalent and are associated with osteopathia striata with cranial sclerosis (OSCS). METHODS A multicenter retrospective case series was conducted reviewing patients with AMER1 germline variants and WT from 2012 to 2023. Results were compared with published data from six other children. RESULTS Four female children were identified. Age at WT diagnosis ranged from 5 months to 8 years. One patient had familial AMER1 germline variant. Stage of disease ranged from I to IV, and three children required adjuvant therapy. Nephrogenic rests were noted in two patients. Two patients underwent open partial nephrectomy, and two underwent open radical nephrectomy. One patient had mild kidney disease post-resection, and no patients had recurrence or died from disease progression. CONCLUSION Our cohort of four patients, combined with the six patients with WT and AMER1 pathogenic variants previously reported, with 20% (two out of 10) collective incidence of bilateral tumors, support AMER1 as a WT predisposition gene warranting surveillance. Collectively, age of WT diagnosis ranged from 5 months to 12 years, which demonstrates potential for prolonged risk. Pathogenic AMER1 germline variants were previously thought to have 100% penetrance; however, one of four current cases did not exhibit an OSCS phenotype. We report the first documented case of a familial AMER1 germline variant and WT. We conclude that nephron-sparing surgery and familial genetic testing should be considered for children with AMER1 germline variants and WT.
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Affiliation(s)
- Insiyah Campwala
- Department of General Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| | - Jaclyn Schienda
- Department of Pediatric Oncology, Dana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA
| | - Andrew J Murphy
- Department of Surgery, St. Jude Children's Research Hospital, Division of Pediatric Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Basil Hashimi
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Taylor Perry
- The Surgical Oncology Program at the Children's Hospital of Colorado, Aurora, Colorado, USA
| | - Nicholas Cost
- Department of Surgery, Division of Urology, University of Colorado School of Medicine and the Surgical Oncology Program at the Children's Hospital of Colorado, Aurora, Colorado, USA
| | - Junne Kamihara
- Division of Hematology/Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA
| | - Elizabeth A Mullen
- Division of Hematology/Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, Massachusetts, USA
| | - Teresa Santiago
- Department of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Marcus M Malek
- Department of Surgery, Division of Pediatric General and Thoracic Surgery, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Wang Y, Gao H, Li X, Li D, Huang F, Sun Y, Liu X, Yang J, Sun F. PRC1 as an independent adverse prognostic factor in Wilms tumor via integrated bioinformatics and experimental validation. Sci Rep 2025; 15:13282. [PMID: 40247060 PMCID: PMC12006549 DOI: 10.1038/s41598-025-98030-y] [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: 12/16/2024] [Accepted: 04/09/2025] [Indexed: 04/19/2025] Open
Abstract
Wilms Tumor (WT), a prevalent pediatric renal malignancy, exhibits marked heterogeneity and variable clinical outcomes. Epithelial-mesenchymal transition (EMT), a biological process enabling epithelial cells to acquire mesenchymal traits associated with enhanced migratory and invasive capacities, plays a crucial role in cancer progression. Protein Regulator of Cytokinesis 1 (PRC1) is a critical protein in cell division, whose overexpression is linked to poor prognosis in various cancers. This study investigates the role of PRC1 as a key prognostic factor in WT and explore the mechanism through comprehensive bioinformatic and experimental approaches. Through bulk RNA-seq data from the TARGET database, we identified PRC1 as significantly up-regulated in WT and associated with poor overall survival. Functional enrichment analyses (GO, KEGG, GSEA) demonstrated PRC1's involvement in cell division, chromatin dynamics, and activation of oncogenic pathways including Wnt/β-catenin, PI3K/AKT/mTOR, and Hedgehog signaling. Immunological analysis showed that elevated PRC1 expression correlates with diminished immune cell activity, particularly in NK cells, suggesting potential immune evasion mechanisms. Single-cell RNA-seq analysis (GSE200256) confirmed PRC1's elevated expression in anaplastic Wilms tumor (AWT) compared to favorable Wilms tumor (FWT), and highlighted its involvement in intercellular communication and metastasis via the EMT process. Genomic analyses identified copy number variations (CNVs) and downregulated PRC1-targeting microRNAs as drivers of its overexpression. In vitro, PRC1 knockdown in WIT-49 cells significantly impaired migratory capacity, invasive potential, EMT progression, and glycolytic metabolism. These findings collectively position PRC1 as a promising therapeutic target and prognostic biomarker in WT.
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Affiliation(s)
- Yanping Wang
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Hongjie Gao
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China
| | - Xuetian Li
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Ding Li
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Fan Huang
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Yuqiang Sun
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Xingjian Liu
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Junli Yang
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, China.
| | - Fengyin Sun
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, China.
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Cui K, Hong P, Lin J, Hu Z, Gao Z, Tian X, Lin T, Shi Q, Wei G. Hope and challenges in the diagnosis and treatment of Wilms tumor: a single-center retrospective study in China. Front Pediatr 2025; 13:1527039. [PMID: 40297560 PMCID: PMC12034702 DOI: 10.3389/fped.2025.1527039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 03/31/2025] [Indexed: 04/30/2025] Open
Abstract
Background Wilms tumor (WT), which represents about 90% of kidney tumors in children, is the most prevalent type of renal tumor among children. In developed countries, advancements in treatments such as chemotherapy and radiotherapy have led to high survival rates. However, developing countries face significant challenges, including late-stage diagnosis, metastasis at presentation, and high rates of treatment abandonment. Methods This retrospective study included all patients diagnosed with WT at a tertiary hospital in Western China from 2007 to 2021. It involved the collection of sociodemographic and clinical details, including data on patients who abandoned treatment. Follow-up continued until July 2024. Results This study consisted of 301 WT patients. Of the 259 who completed the treatment, the 5-year event-free survival (EFS) and overall survival (OS) rates were 77.9% and 81.2%. Of the 42 patients who abandoned treatment, 13 refused further care immediately after diagnosis and signed a refusal document, 16 discontinued treatments during preoperative neoadjuvant chemotherapy, and 13 failed to complete the prescribed chemotherapy or radiotherapy. Conclusion Survival rates for WT patients at our institution approach those reported in developed countries. Challenges include late-stage diagnosis, metastasis at initial presentation, and treatment abandonment. To address these issues, implementing pediatric screening is critical for early detection and timely intervention, particularly for families vulnerable to abandoning treatment. For high-risk cases, oncologists need develop targeted strategies to enhance clinical outcomes.
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Affiliation(s)
- Kongkong Cui
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Peng Hong
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Jie Lin
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Zaihong Hu
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Zhiqiang Gao
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - XiaoMao Tian
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Tao Lin
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Qinlin Shi
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
| | - Guanghui Wei
- Department of Urology, Children’s Hospital of Chongqing Medical University, National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Structural Birth Defect and Reconstruction, Chongqing, China
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Huang X, Lu J, Deng C, Tang W, Wang X, Zhou H, Zhang J, Cheng J, Li S, He J, Ruan J. Association between TRMT61B gene polymorphism and Wilms tumor susceptibility in Chinese children. BMC Cancer 2025; 25:260. [PMID: 39953499 PMCID: PMC11827147 DOI: 10.1186/s12885-025-13670-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Accepted: 02/06/2025] [Indexed: 02/17/2025] Open
Abstract
BACKGROUND Wilms tumor is among the most common pediatric malignant tumors. Although m1A modification influences the structure and function of RNA and participates in tumorigenesis, the relationship between m1A methyltransferase TRMT61B gene polymorphisms and Wilms tumor susceptibility is unclear. METHODS We examined the relationship between TRMT61B gene rs4563180 G > C polymorphism (detected by TaqMan probe method) in 414 children with Wilms tumor and 1199 healthy controls. The relationship between the genotype of each sublayer and the risk of Wilms tumor was studied by stratified analysis. The GTEx database was used to analyze the influence of TRMT61B rs4563180 G > C polymorphism on mRNA expression. RESULTS The TRMT61B gene polymorphism significantly reduced the susceptibility to Wilms tumor (GC vs. GG: adjusted odds ratio [AOR] = 0.72, 95% confidence interval [CI] = 0.56-0.93, P = 0.012; GC/CC vs. GG: AOR = 0.76, 95% CI = 0.60-0.96, P = 0.021). GC/CC genotype had a protective effect in boys and children with stage III tumors compared with rs4563180 GG genotype. Additionally, the C allele was significantly associated with decreased mRNA expression of TRMT61B gene compared with rs4563180G allele in cultured fibroblasts (P = 3.3e - 80), EBV-transformed lymphocytes (P = 9.5e - 14), and whole blood (P = 6.0e - 12). CONCLUSIONS Our results confirm that TRMT61B gene is associated with the development of Wilms tumors, but its underlying mechanism requires further exploration.
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Affiliation(s)
- Xiaokai Huang
- Department of Hematology, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, 109 West Xueyuan Road, Wenzhou, 325027, Zhejiang, China
- The Key Laboratory of Pediatric Hematology and oncology Diseases of Wenzhou, the Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Jinyu Lu
- Department of Hematology, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, 109 West Xueyuan Road, Wenzhou, 325027, Zhejiang, China
| | - Changmi Deng
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, 9 Jinsui Road, Guangzhou, 510623, Guangdong, China
| | - Weixian Tang
- Department of Hematology, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, 109 West Xueyuan Road, Wenzhou, 325027, Zhejiang, China
| | - Xilin Wang
- Department of Hematology, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, 109 West Xueyuan Road, Wenzhou, 325027, Zhejiang, China
| | - Haixia Zhou
- Department of Hematology, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, 109 West Xueyuan Road, Wenzhou, 325027, Zhejiang, China
- The Key Laboratory of Pediatric Hematology and oncology Diseases of Wenzhou, the Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China
| | - Jiao Zhang
- Department of Pediatric Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, 450052, China
| | - Jiwen Cheng
- Department of Pediatric Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Suhong Li
- Department of Pathology, Children Hospital and Women Health Center of Shanxi, Taiyuan, 030013, Shannxi, China
| | - Jing He
- Department of Pediatric Surgery, Guangzhou Institute of Pediatrics, Guangdong Provincial Key Laboratory of Research in Structural Birth Defect Disease, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, 9 Jinsui Road, Guangzhou, 510623, Guangdong, China.
| | - Jichen Ruan
- Department of Hematology, The Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, 109 West Xueyuan Road, Wenzhou, 325027, Zhejiang, China.
- The Key Laboratory of Pediatric Hematology and oncology Diseases of Wenzhou, the Second Affiliated Hospital, Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, 325027, Zhejiang, China.
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Adams DP, Gozlan EC, Medikonda N, Song JJ, Sahoo A, Yeagley M, Blanck G. Stratification of Wilms tumor patients using physicochemical properties of the adaptive immune receptor polypeptides, IGL and TRG. J Pediatr Urol 2025; 21:130-135. [PMID: 39443216 DOI: 10.1016/j.jpurol.2024.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 09/10/2024] [Accepted: 10/07/2024] [Indexed: 10/25/2024]
Abstract
INTRODUCTION Wilms tumor (WT) is the most common pediatric renal malignancy. Current guidelines that stratify WT risk and determine treatment courses are inadequate, as over 60 % of WT survivors develop treatment-related complications. Recently, numerous advances in establishing patient sub-groups with different clinical features have been realized by evaluating the adaptive immune receptor (IR) complementarity determining region-3 (CDR3) amino acid (AA) sequences, a reasonable series of successes, given the prominent role of the CDR3 in antigen binding, including tumor antigen binding. However, the possibility that adaptive IR chemical variability correlates with distinct survival outcomes for WT has not yet been explored. OBJECTIVE The goal of this study was to isolate the T-cell receptor and B-cell receptor recombination, sequencing reads from WT RNAseq files, representing the actual tumor tissue, translate the sequences to AAs, identify the adaptive IR CDR3 domains, and determine whether the physicochemical properties of those CDR3 AA sequences correlated with survival probability distinctions. STUDY DESIGN WT RNA-seq files were mined to obtain the CDR3 AAs for various adaptive IRs. The physicochemical properties of these CDR3s were examined for trends in how those properties correlated with survival probabilities for WT patients, using a Kaplan-Meier analyses, verified via several approaches. RESULTS The above processes indicated the association of the (a) IGL CDR3s' instability index and the (b) TRG CDR3s' fraction disorder promoting features with better outcomes. Additionally, the IGL CDR3 data were assessed using the Predictor of Natural Disordered Regions web tool, which strengthened the evidence for the association with the IGL CDR3 instability index with a better outcome. DISCUSSION The approaches described here indicate that greater adaptive IR CDR3 instability and flexibility may serve as prognostic indicators; and may indicate the flexibility of CDR3 domains provides for greater opportunity to bind tumor antigens. CONCLUSION Further exploration and development of these approaches and findings may lead to new guidelines for more precise treatment regimens, or even watchful waiting periods, that could thereby decrease the lifetime occurrence of adverse events.
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Affiliation(s)
- David P Adams
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Etienne C Gozlan
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Nikhila Medikonda
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Joanna J Song
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Arpan Sahoo
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA
| | - Michelle Yeagley
- University of Pittsburgh Medical Center, Pittsburgh, PA, 15261, USA
| | - George Blanck
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612, USA; Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL 33612, USA.
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Ma S, Yi S, Zou H, Fan S, Xiao Y. The role of PRMT1 in cellular regulation and disease: Insights into biochemical functions and emerging inhibitors for cancer therapy. Eur J Pharm Sci 2025; 204:106958. [PMID: 39521191 DOI: 10.1016/j.ejps.2024.106958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 10/12/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024]
Abstract
Protein Arginine Methyltransferase 1 (PRMT1), a primary protein arginine methyltransferase, plays a pivotal role in cellular regulation, influencing processes such as gene expression, signal transduction, and cell differentiation. Dysregulation of PRMT1 has been linked to the development of various cancers, establishing it as a key target for therapeutic intervention. This review synthesizes the biochemical characteristics, structural domains, and functional mechanisms of PRMT1, focusing on its involvement in tumorigenesis. Additionally, the development and efficacy of emerging PRMT1 inhibitors as potential cancer therapies are examined. By employing molecular modeling and insights from existing literature, this review posits that targeting PRMT1's methyltransferase activity could disrupt cancer progression, providing valuable insights for future drug development.
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Affiliation(s)
- Shiyao Ma
- Key Laboratory of Study and Discovery of Small Targeted Molecules of Hunan Province, School of Medicine, Hunan Normal University, Changsha 410013, PR China
| | - Shanhui Yi
- Key Laboratory of Study and Discovery of Small Targeted Molecules of Hunan Province, School of Medicine, Hunan Normal University, Changsha 410013, PR China
| | - Hui Zou
- Key Laboratory of Study and Discovery of Small Targeted Molecules of Hunan Province, School of Medicine, Hunan Normal University, Changsha 410013, PR China; Oncology Department, The first-affiliated hospital of Hunan normal university, Hunan Provincial People's Hospital, Changsha 410002, PR China.
| | - Shasha Fan
- Key Laboratory of Study and Discovery of Small Targeted Molecules of Hunan Province, School of Medicine, Hunan Normal University, Changsha 410013, PR China; Oncology Department, The first-affiliated hospital of Hunan normal university, Hunan Provincial People's Hospital, Changsha 410002, PR China.
| | - Yin Xiao
- Department of Pharmacy, Haikou People's Hospital, Central South University Xiangya School of Medicine Affiliated Haikou Hospital, Haikou, 570208, PR China.
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Benlhachemi S, Khattab M, Hattoufi K, Abouqal R, Boutayeb S, El Fahime E. Analysis of Wilms Tumour Epidemiology, Clinicopathological Features and Treatment Outcomes in 84 Moroccan Patients. Cancer Rep (Hoboken) 2024; 7:e2158. [PMID: 39506861 PMCID: PMC11541055 DOI: 10.1002/cnr2.2158] [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: 01/05/2024] [Revised: 07/05/2024] [Accepted: 07/16/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Wilms tumour (WT), the second most reported childhood cancer in Morocco, is a malignant kidney tumour that affects children under 15 years old. Prognosis has improved with the adoption of multimodal treatment. However, data on WT in Morocco remain limited. AIMS This study aims to comprehensively describe and analyse the epidemiological, clinicopathological features and treatment outcomes of WT in Moroccan patients, including treatment response and recurrence rates. METHODS AND RESULTS A retrospective study involved 84 children under 15 years with WT, treated according to the SIOP protocol and followed at the Paediatric Haematology and Oncology Centre at Children's hospital of Rabat, between January 2014 and February 2018. The median age of participants was 36 months, with a male/female sex ratio of 0.79. Abdominal mass was the primary concern in 55 cases (66%). Five patients (6%) had bilateral WT. Metastatic WT occurred in 21 cases (25%). Stage III was predominant in 33 cases (43%). Twenty cases (26%) had high-risk WT, and IVC tumour thrombus was observed in 12 cases (14%). WT histotype correlated significantly with both sex and tumour localisation (p values of 0.040 and 0.013, respectively). Age correlated significantly with WT extension, overall stage and SIOP histology risk grades (p values of 0.003, 0.003 and 0.045, respectively). Overall stage was statistically related to the occurrence of IVC tumour thrombus (p = 0.002). Over a 5-year span post-nephrectomy, complete remission was achieved in 63 patients (75%), partial remission in one patient (1%), while 19 patients (23%) died and one patient (1%) relapsed. CONCLUSION These findings are encouraging for a developing country. However, the elevated rates of Stages III and IVC thrombus in this series are still high, primarily attributed to delays in diagnosis and treatment and the limited number of paediatric haematology and oncology units at the time of the study. Nevertheless, further multicentric research is warranted to enrich Moroccan data and establish a national register for WT cases.
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Affiliation(s)
- Sara Benlhachemi
- Neuroscience and Neurogenetics Research Team (ERNN), Faculty of Medicine and PharmacyMohammed V UniversityRabatMorocco
- Molecular Biology and Functional Genomics PlatformNational Centre for Scientific and Technical ResearchRabatMorocco
| | - Mohammed Khattab
- Department of Paediatric Haematology and OncologyAbulcasis International University of Health SciencesRabatMorocco
| | - Kenza Hattoufi
- Department of Neonatology and NutritionUniversity Hospital Centre IBN SINARabatMorocco
- Research Team on Health and Nutrition of Mother and Child, Faculty of Medicine and PharmacyMohammed V UniversityRabatMorocco
| | - Redouane Abouqal
- Biostatistics Laboratory, Clinical Epidemiology Research, Faculty of Medicine and PharmacyMohammed V UniversityRabatMorocco
| | - Saber Boutayeb
- Medical Oncology DepartmentNational Institute of Oncology, Mohammed V UniversityRabatMorocco
- Mohamed VI Centre for Research and Innovation (CM6RI)RabatMorocco
| | - Elmostafa El Fahime
- Neuroscience and Neurogenetics Research Team (ERNN), Faculty of Medicine and PharmacyMohammed V UniversityRabatMorocco
- Molecular Biology and Functional Genomics PlatformNational Centre for Scientific and Technical ResearchRabatMorocco
- Mohamed VI Centre for Research and Innovation (CM6RI)RabatMorocco
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Appleyard W, Meshaka R, Bebi C, Cho A, Chowdhury T, Smeulders N, Watson T. Intraoperative ultrasound-guided paediatric urological surgery: a pictorial review. Pediatr Radiol 2024; 54:1818-1830. [PMID: 39210093 DOI: 10.1007/s00247-024-06035-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 09/04/2024]
Abstract
Intraoperative ultrasound is described widely in multiple pathological scenarios in adult practice and in image-guided interventions in children. We aim to describe the technique and range of potential uses of intraoperative ultrasound in paediatric urological surgery, from outlining the process of case selection, preparation, and logistics to demonstrating the ranging benefits of real-time, high spatial resolution ultrasound during resection. At our centre, we use intraoperative ultrasound to assist in a variety of operations. These include guiding excision margins in nephron-sparing surgery, assessing for vascular infiltration in renal tumours, and identifying salvageable testicular tissue in orchidectomy. By exhibiting these scenarios, we hope to display the unique value that intraoperative ultrasound can have to the paediatric surgeon and inspire additional uses further afield.
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Affiliation(s)
- Will Appleyard
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK.
| | - Riwa Meshaka
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK
| | - Carolina Bebi
- Department of Urology, Great Ormond Street Hospital for Children, London, WC1H 3JH, UK
| | - Alexander Cho
- Department of Urology, Great Ormond Street Hospital for Children, London, WC1H 3JH, UK
| | - Tanzina Chowdhury
- Department of Haematology and Oncology, Great Ormond Street Hospital for Children, London, WC1H 3JH, UK
| | - Naima Smeulders
- Department of Urology, Great Ormond Street Hospital for Children, London, WC1H 3JH, UK
| | - Tom Watson
- Department of Clinical Radiology, Great Ormond Street Hospital for Children, NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK
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9
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Lopez-Gonzalez M, Ariceta G. WT1-related disorders: more than Denys-Drash syndrome. Pediatr Nephrol 2024; 39:2601-2609. [PMID: 38326647 DOI: 10.1007/s00467-024-06302-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 01/07/2024] [Accepted: 01/07/2024] [Indexed: 02/09/2024]
Abstract
Historically, specific mutations in WT1 gene have been associated with distinct syndromes based on phenotypic characteristics, including Denys-Drash syndrome (DDS), Frasier syndrome (FS), Meacham syndrome, and WAGR syndrome. DDS is classically defined by the triad of steroid-resistant nephrotic syndrome (SRNS) onset in the first year of life, disorders of sex development (DSD), and a predisposition to Wilms tumor (WT). Currently, a paradigm shift acknowledges a diverse spectrum of presentations beyond traditional syndromic definitions. Consequently, the concept of WT1-related disorders becomes more precise. A genotype-phenotype correlation has been established, emphasizing that the location and type of WT1 mutations significantly influence the clinical presentation, the condition severity, and the chronology of patient manifestations. Individuals presenting with persistent proteinuria, with or without nephrotic syndrome, and varying degrees of kidney dysfunction accompanied by genital malformations should prompt suspicion of WT1 mutations. Recent genetic advances enable a more accurate estimation of malignancy risk in these patients, facilitating a conservative nephron-sparing surgery (NSS) approach in select cases, with a focus on preserving residual kidney function and delaying nephrectomies. Other key management strategies include kidney transplantation and addressing DSD and gonadoblastoma. In summary, recent genetic insights underscore the imperative to implement individualized, integrated, and multidisciplinary management strategies for WT1-related disorders. This approach is pivotal in optimizing patient outcomes and addressing the complexities associated with these diverse clinical manifestations.
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Affiliation(s)
| | - Gema Ariceta
- Department of Pediatric Nephrology, University Hospital Vall d'Hebron, Barcelona, Spain
- University Autonomous of Barcelona, Barcelona, Spain
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10
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Karam S, Gebreil A, Alksas A, Balaha HM, Khalil A, Ghazal M, Contractor S, El-Baz A. Insights into Personalized Care Strategies for Wilms Tumor: A Narrative Literature Review. Biomedicines 2024; 12:1455. [PMID: 39062028 PMCID: PMC11274555 DOI: 10.3390/biomedicines12071455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 06/17/2024] [Accepted: 06/26/2024] [Indexed: 07/28/2024] Open
Abstract
Wilms tumor (WT), or nephroblastoma, is the predominant renal malignancy in the pediatric population. This narrative review explores the evolution of personalized care strategies for WT, synthesizing critical developments in molecular diagnostics and treatment approaches to enhance patient-specific outcomes. We surveyed recent literature from the last five years, focusing on high-impact research across major databases such as PubMed, Scopus, and Web of Science. Diagnostic advancements, including liquid biopsies and diffusion-weighted MRI, have improved early detection precision. The prognostic significance of genetic markers, particularly WT1 mutations and miRNA profiles, is discussed. Novel predictive tools integrating genetic and clinical data to anticipate disease trajectory and therapy response are explored. Progressive treatment strategies, particularly immunotherapy and targeted agents such as HIF-2α inhibitors and GD2-targeted immunotherapy, are highlighted for their role in personalized treatment protocols, especially for refractory or recurrent WT. This review underscores the necessity for personalized management supported by genetic insights, with improved survival rates for localized disease exceeding 90%. However, knowledge gaps persist in therapies for high-risk patients and strategies to reduce long-term treatment-related morbidity. In conclusion, this narrative review highlights the need for ongoing research, particularly on the long-term outcomes of emerging therapies and integrating multi-omic data to inform clinical decision-making, paving the way for more individualized treatment pathways.
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Affiliation(s)
- Salma Karam
- Bioengineering Department, University of Louisville, Louisville, KY 40292, USA; (S.K.); (A.G.); (A.A.); (H.M.B.)
| | - Ahmad Gebreil
- Bioengineering Department, University of Louisville, Louisville, KY 40292, USA; (S.K.); (A.G.); (A.A.); (H.M.B.)
| | - Ahmed Alksas
- Bioengineering Department, University of Louisville, Louisville, KY 40292, USA; (S.K.); (A.G.); (A.A.); (H.M.B.)
| | - Hossam Magdy Balaha
- Bioengineering Department, University of Louisville, Louisville, KY 40292, USA; (S.K.); (A.G.); (A.A.); (H.M.B.)
| | - Ashraf Khalil
- College of Technological Innovation, Zayed University, Abu Dhabi 4783, United Arab Emirates;
| | - Mohammed Ghazal
- Electrical, Computer, and Biomedical Engineering Department, Abu Dhabi University, Abu Dhabi 59911, United Arab Emirates;
| | - Sohail Contractor
- Department of Radiology, University of Louisville, Louisville, KY 40202, USA;
| | - Ayman El-Baz
- Bioengineering Department, University of Louisville, Louisville, KY 40292, USA; (S.K.); (A.G.); (A.A.); (H.M.B.)
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11
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Sepenu P, Swarray-Deen A, Scott A, Boafor TK, Baah WK, Kyei MK, Coleman J. Disseminated adult Wilms tumor in pregnancy: Leveraging multidisciplinary care in a low-resource setting. Int J Gynaecol Obstet 2024; 165:601-606. [PMID: 37731328 DOI: 10.1002/ijgo.15157] [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: 04/12/2023] [Revised: 07/27/2023] [Accepted: 09/10/2023] [Indexed: 09/22/2023]
Abstract
Wilms tumor (WT) occurring in adults is rare and even much more rarely found to coexist with pregnancy. Clinical outcome in adults is worse overall compared with pediatric patients with WT and is often misdiagnosed with no standardized protocols for care guided by high-evidence clinical trials. We present a case of a 23-year-old woman diagnosed with WT who was found to be pregnant immediately following nephrectomy. Workup findings showed that she had disseminated disease but was successfully managed in a multidisciplinary team setting with modified intrapartum chemotherapy followed by postpartum chemotherapy. In low-resource settings, management protocols for adult patients with WT can be individualized by multidisciplinary teams to leverage available resources for best outcomes.
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Affiliation(s)
- Perez Sepenu
- Department of Obstetrics & Gynecology, Maternal-Fetal Medicine Unit, Korle Bu Teaching Hospital, Accra, Ghana
| | - Alim Swarray-Deen
- Department of Obstetrics & Gynecology, University of Ghana Medical School, Accra, Ghana
| | - Aba Scott
- National Centre for Radiotherapy, Oncology and Nuclear Medicine, Korle Bu Teaching Hospital, Accra, Ghana
| | - Theodore K Boafor
- Department of Obstetrics & Gynecology, University of Ghana Medical School, Accra, Ghana
| | - Winfred K Baah
- Department of Medicine & Therapeutics, University of Ghana Medical School, Accra, Ghana
| | - Mathew K Kyei
- Department of Surgery, Urology Unit, University of Ghana Medical School, Accra, Ghana
| | - Jerry Coleman
- Department of Obstetrics & Gynecology, University of Ghana Medical School, Accra, Ghana
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12
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Bechara E, Saadé C, Geagea C, Charouf D, Abou Jaoude P. Fetal Wilm's tumor detection preceding the development of isolated lateralized overgrowth of the limb: a case report and review of literature. Front Pediatr 2024; 12:1334544. [PMID: 38562132 PMCID: PMC10982349 DOI: 10.3389/fped.2024.1334544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 02/16/2024] [Indexed: 04/04/2024] Open
Abstract
Fetal Wilms tumor (WT) is extremely rare, but with advances in fetal imaging, more cases are being reported. The management of these cases remains challenging. Herein, we present the case of a full-term female infant diagnosed antenatally at 32 weeks of gestation with a right solid renal mass detected on routine prenatal ultrasound without polyhydramnios. At birth, the infant was healthy, with no evidence of dysmorphic features or abnormal laboratory tests to suggest a predisposition syndrome. Her family history was also unremarkable. A successful radical right nephrectomy was performed on day 2 of life revealing a classic WT. She received vincristine as adjuvant chemotherapy without any complications. At the age of 1 month, the infant developed isolated lateralized overgrowth of the right lower limb suspicious of Beckwith-Wiedemann syndrome. At the latest follow-up of 4 years, the child is healthy and disease-free with conserved asymmetry of lower limbs. The case provides insights into the challenging diagnosis and treatment of fetal WT. A review of the literature suggests that the presence of polyhydramnios is a worse prognostic factor while the combination of best supportive care and surgery remains the best management. Fetal WT can be associated with predisposition syndromes; however, their first manifestations can develop after the diagnosis of cancer has been made, as in our patient. We propose starting active surveillance programs and genetic testing for any case of fetal WT.
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Affiliation(s)
- Elie Bechara
- Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
- Children Cancer Institute, American University of Beirut Medical Center, Beirut, Lebanon
| | - Chloé Saadé
- Department of Pediatrics, Hôtel-Dieu de France, University Medical Center, Faculty of Medicine, Saint-Joseph University of Beirut, Beirut, Lebanon
| | - Caroline Geagea
- Department of Pediatrics, Bellevue Medical Center, Mansourieh, Lebanon
| | - Daniel Charouf
- Department of Pediatrics and Adolescent Medicine, Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Pauline Abou Jaoude
- Department of Pediatrics, Hôtel-Dieu de France, University Medical Center, Faculty of Medicine, Saint-Joseph University of Beirut, Beirut, Lebanon
- Division of Pediatric Nephrology, Hôtel-Dieu de France, University Medical Center, Faculty of Medicine, Saint-Joseph University of Beirut, Beirut, Lebanon
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13
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Alessandrini L, Guerriero A, Munari G, Del Forno B, Santoro L, Marchetti M, Nardin M, Tozzi R, Fassan M, Dei Tos AP. A rare case of extrarenal Wilms tumor of the uterine corpus: comprehensive genomic profile and review of the literature. Pathologica 2023; 115:333-340. [PMID: 38180141 PMCID: PMC10767795 DOI: 10.32074/1591-951x-943] [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: 11/05/2023] [Accepted: 11/07/2023] [Indexed: 01/06/2024] Open
Abstract
Wilms tumor (WT), or nephroblastoma, is an uncommon malignant neoplasm occurring in the kidney of pediatric patients. Its extrarenal location is extremely rare and has been reported in various sites, including the female genital tract, with only 9 cases arising in the uterine corpus. We present the case of an adult woman who underwent total abdominal hysterectomy due to a uterine mass causing persistent abdominal pain. The characteristic triphasic morphology (composed of epithelial, stromal, and blastemal elements) supported by a broad immunohistochemical panel, along with the imaging exclusion of a renal neoplasm, was diagnostic of WT of the uterus. For the first time, a comprehensive genomic profiling of a uterine primary WT was also performed by next-generation sequencing, disclosing alterations at the level of copy number variations in the genes ERBB2, FGFR23, FGF6, FGFR2, and RPS6KB1. All previously reported uterine cases were reviewed, with a summary of their main clinicopathologic characteristics, and the main differential diagnoses are presented. Further reports are needed to improve our knowledge about prognostic factors, clinical behavior and molecular alterations that could guide appropriate therapeutic decision making.
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Affiliation(s)
- Lara Alessandrini
- Surgical Pathology Unit, University Hospital of Padova, Padova, Italy
| | - Angela Guerriero
- Surgical Pathology Unit, University Hospital of Padova, Padova, Italy
| | - Giada Munari
- Surgical Pathology Unit, University Hospital of Padova, Padova, Italy
- Istituto Oncologico Veneto IRCCS, Padova, Italy
| | - Biancamaria Del Forno
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Luisa Santoro
- Surgical Pathology Unit, University Hospital of Padova, Padova, Italy
| | - Matteo Marchetti
- Department of Women and Children’s Health, Gynecology and Obstetrics Unit, University of Padova, Padova, Italy
| | | | - Roberto Tozzi
- Department of Women and Children’s Health, Gynecology and Obstetrics Unit, University of Padova, Padova, Italy
| | - Matteo Fassan
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
| | - Angelo Paolo Dei Tos
- Department of Medicine (DIMED), Surgical Pathology & Cytopathology Unit, University of Padova, Padova, Italy
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Stec AA. Late health outcomes among survivors of Wilms tumor. Transl Pediatr 2023; 12:1941-1943. [PMID: 38130593 PMCID: PMC10730964 DOI: 10.21037/tp-23-428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 10/16/2023] [Indexed: 12/23/2023] Open
Affiliation(s)
- Andrew A. Stec
- Division of Pediatric Urology, Nemours Children’s Health, Jacksonville, FL, USA
- Department of Urology, Mayo College of Medicine, Jacksonville, FL, USA
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15
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Jia C, Gao H, Ma W, Liu X, Chang M, Sun F. Identification of the expression patterns and potential prognostic role of m6A-RNA methylation regulators in Wilms Tumor. BMC Med Genomics 2023; 16:222. [PMID: 37735424 PMCID: PMC10514975 DOI: 10.1186/s12920-023-01660-2] [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: 02/13/2023] [Accepted: 09/11/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND To explore the potential role of m6A methylation modification in Wilms Tumor (WT) by m6A-RNA Methylation (m6A) regulators. METHODOLOGY The association of m6A modification patterns with immune and prognostic characteristics of tumors was systematically evaluated using 19 m6A regulators extracted from Wilms Tumor's samples in public databases. A comprehensive model of "m6Ascore" was constructed using principal component analysis, and its prognostic value was evaluated. RESULTS Almost all m6A regulators were differentially expressed between WT and normal tissues. Unsupervised clustering identified three distinct m6A clusters that differed in both immune cell infiltration and biological pathways. The m6Ascore was constructed to quantify m6A modifications in individual patients. Our analysis suggests that m6Ascore is an independent prognostic factor for WT and can be used as a novel predictor of WT prognosis. CONCLUSIONS This study comprehensively explored and systematically characterized m6A modifications in WT. m6A modification patterns play a critical role in the tumor immune microenvironment (TIME) and WT prognosis. m6Ascore provides a more comprehensive understanding of m6A modifications in WT and offers a practical tool for predicting WT prognosis. This study will help clinicians to identify valid indicators of WT to improve the poor prognosis of this disease. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at https://www.aliyundrive.com/drive/folder/64be739cd6956a741fb24670baeea53422be6024 .
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Affiliation(s)
- Changlin Jia
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Hongjie Gao
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Wenyue Ma
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Xiaoya Liu
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Mengmeng Chang
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China
| | - Fengyin Sun
- Department of Pediatric Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China.
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Della Corte M, Cerchia E, Oderda M, Quarello P, Fagioli F, Gontero P, Gerocarni Nappo S. Prechemotherapy Transperitoneal Robotic-Assisted Partial Nephrectomy (RAPN) for a Wilms Tumor: Surgical and Oncological Outcomes in a Four-Year-Old Patient. Pediatr Rep 2023; 15:560-570. [PMID: 37755411 PMCID: PMC10534699 DOI: 10.3390/pediatric15030051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Revised: 09/19/2023] [Accepted: 09/20/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND Wilms tumor (WT) is the most frequent renal tumor in children. The SIOP-UMBRELLA Guidelines allow for nephron-sparing surgery (NSS) in syndromic patients, as well as in cases of small (<300 mL) non-syndromic unilateral WTs, without lymph node involvement, and with a substantial expected remnant renal function, following neoadjuvant chemotherapy. We present a case of prechemotherapy transperitoneal robot-assisted partial nephrectomy (RAPN) for a unilateral, non-syndromic Wilms tumor. METHODS A four-year-old child presented with a solid mass measuring 3.6 cm in diameter involving the upper right renal pole, incidentally detected during an abdominal echotomography. CT scan and abdominal MRI revealed no local infiltration or lymph node involvement, suggesting that the exophytic mass could be easily resected via an NSS robotic approach. Preoperative imaging did not strongly suggest WT. A virtual 3D reconstruction of the tumor was performed. RESULTS After the oncologic board approval, a robot-assisted partial nephrectomy with an intraperitoneal approach was performed. Histopathological analysis confirmed the diagnosis of WT. The patient subsequently received 10 doses of vincristine as adjuvant chemotherapy. A 28-month follow-up showed no tumor recurrence. CONCLUSIONS Intraperitoneal RAPN may be an option for selected WT and warrants consideration as a challenging but advantageous approach.
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Affiliation(s)
- Marcello Della Corte
- Division of Urology, Department of Oncology, School of Medicine, San Luigi Gonzaga Hospital, University of Turin, Regione Gonzole 10, 10043 Orbassano, Italy
- Division of Pediatric Urology, Regina Margherita Hospital, 10126 Turin, Italy
| | - Elisa Cerchia
- Division of Pediatric Urology, Regina Margherita Hospital, 10126 Turin, Italy
| | - Marco Oderda
- Department of Urology, Città della Salute e della Scienza, Molinette University Hospital, Corso Bramante 88, 10126 Turin, Italy
| | - Paola Quarello
- Division of Onco-Hematology, Department of Pediatrics and Pediatric Specialties, Regina Margherita Children Hospital, 10126 Turin, Italy
| | - Franca Fagioli
- Division of Onco-Hematology, Department of Pediatrics and Pediatric Specialties, Regina Margherita Children Hospital, 10126 Turin, Italy
| | - Paolo Gontero
- Department of Urology, Città della Salute e della Scienza, Molinette University Hospital, Corso Bramante 88, 10126 Turin, Italy
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He TQ, Zhao YW, Ning F, Liu Y, Tu L, He J. Development and validation of a prognostic model based on a single-cell RNA-seq in Wilms tumor in children. J Investig Med 2023; 71:173-182. [PMID: 36718830 DOI: 10.1177/10815589221143739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
To analyze the heterogeneity between different cell types in pediatric Wilms tumor (WT) tissue, and identify the differentially expressed genes (DEGs) of malignant tumor cells, thereby establishing a prognostic model. The single-cell sequencing data of pediatric WT tissues were downloaded from the public database. Data filtration and normalization, principal component analysis, and T-distributed stochastic neighbor embedding cluster analysis were performed using the Seurat package of R language. Cells were divided into different clusters, malignant tumor cells were extracted, and DEGs were obtained. Then, the pseudo-time trajectory analysis was performed. Prognostic biomarkers were determined by univariate and multivariate COX regression analyses and LASSO regression analysis. Kaplan-Meier survival analysis and receiver operator characteristic curve analysis were performed. Combined with the prognostic biomarkers and clinical characteristics, a nomogram was generated to predict WT prognosis. The prognostic power was validated in the external datasets. Cells in the WT tissue were divided into 10 clusters. Three prognostic biomarkers that affected the survival time of patients were screened from 215 DEGs in malignant tumor cells, and a nomogram was constructed using the three genes and clinical characteristics. The area under the curve (AUC) values of 3- and 5-year disease-free survival were 0.756 and 0.734, respectively. In the external validation dataset, the AUC value of this nomogram model was 0.826. Based on the single-cell RNA-seq, we recognized cell clusters in the WT tissue of children, identified prognostic biomarkers in malignant tumor cells, and established a comprehensive prognostic model. Our findings might provide new ideas and methods for the diagnosis and treatment of WT.
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Affiliation(s)
- Tian-Qu He
- Department of Urology, Hunan Children's Hospital, Changsha, China
| | - Yao-Wang Zhao
- Department of Urology, Hunan Children's Hospital, Changsha, China
| | - Feng Ning
- Department of Urology, Hunan Children's Hospital, Changsha, China
| | - Yu Liu
- Department of Urology, Hunan Children's Hospital, Changsha, China
| | - Lei Tu
- Department of Urology, Hunan Children's Hospital, Changsha, China
| | - Jun He
- Department of Urology, Hunan Children's Hospital, Changsha, China
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