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  • Open Access

    ARTICLE

    AI-based detection of MRI-invisible prostate cancer with nnU-Net

    Jingcheng Lyu1,2,#, Ruiyu Yue1,2,#, Boyu Yang1,2, Xuanhao Li1,2, Jian Song1,2,*

    Canadian Journal of Urology, Vol.32, No.5, pp. 445-456, 2025, DOI:10.32604/cju.2025.068853 - 30 October 2025

    Abstract Objectives: This study aimed to develop an artificial intelligence (AI)-based image recognition system using the nnU-Net adaptive neural network to assist clinicians in detecting magnetic resonance imaging (MRI)-invisible prostate cancer. The motivation stems from the diagnostic challenges, especially when MRI findings are inconclusive (Prostate Imaging Reporting and Data System [PI-RADS] score ≤ 3). Methods: We retrospectively included 150 patients who underwent systematic prostate biopsy at Beijing Friendship Hospital between January 2013 and January 2023. All were pathologically confirmed to have clinically significant prostate cancer, despite negative findings on preoperative MRI. A total of 1475 MRI… More >

  • Open Access

    ARTICLE

    Associations of systemic immune-inflammation index, product of platelet, and neutrophil count, with the pathological grade of bladder cancer

    Lihao Zhang1,2, Lin Cao1,2, Lige Huang1,2, Jie Wang1,2, Jiabing Li2,3,*

    Canadian Journal of Urology, Vol.32, No.5, pp. 457-468, 2025, DOI:10.32604/cju.2025.067364 - 30 October 2025

    Abstract Background: Studies have indicated an association between inflammatory factors (IFs) in the blood and the development of bladder cancer (BC). This study aimed to explore the correlation and clinical significance of IFs with the pathological grading of BC. Methods: A retrospective analysis was conducted on the preoperative blood routine results, postoperative pathological findings, and baseline information of 163 patients. Patients were divided into high-grade and low-grade groups based on pathological grading. Group comparisons and logistic regression analyses were performed using R software version 4.1.3 to explore the relationships between IFs and BC pathological grading. Results: The… More >

  • Open Access

    ARTICLE

    Determination and assessing the role of serum calcium, vitamin D, ferritin, and uric acid levels on prostate cancer risk

    Abdulbari Bener1,2,*, Ünsal Veli Üstündağ3, Emir Barışık4, Cem Cahit Barışık5

    Canadian Journal of Urology, Vol.32, No.5, pp. 401-409, 2025, DOI:10.32604/cju.2025.067184 - 30 October 2025

    Abstract Objectives: The evidence remains insufficient and controversial for evaluating modifiable parameters—such as vitamin D, calcium, ferritin, and uric acid—as preclinical biomarkers to contribute to the prevention and early diagnosis of prostate cancer, a disease with a prevalence of up to 10%–20% in men over 50 and strongly associated with environmental factors including diet (high in fat and red meat), obesity, physical inactivity, and carcinogen exposure. This study aims to investigate the potential biomarker role of vitamin D, calcium, ferritin, and uric acids in reducing the risk of prostate cancer (PCa). Methods: The case-control design was… More >

  • Open Access

    ARTICLE

    Cryotherapy for non-muscle invasive bladder cancer—preliminary results in an animal model

    Azik Hoffman1,2,*, Eyal Kochavi3, Gilad E. Amiel1,2

    Canadian Journal of Urology, Vol.32, No.5, pp. 423-432, 2025, DOI:10.32604/cju.2025.064740 - 30 October 2025

    Abstract Objectives: Initial treatment for Non-Muscle Invasive Bladder Cancer (NMIBC) has remained mostly unchanged in recent decades. Cryotherapy with CO2 has been commonly used in medicine for many years. In this study, we present the results of a pre-clinical study aimed at developing a novel cryoablation device to treat superficial low-grade bladder lesions. Methods: Following initial technical and developmental studies, a rigid cryotherapy device was developed. A technical and efficacy assessment was conducted utilizing the porcine model. Overall, twenty-six ablation areas (up to four per animal) were evaluated. Following an initial routine cystoscopy, the bladder irrigation medium… More >

  • Open Access

    ARTICLE

    HybridFusionNet with Explanability: A Novel Explainable Deep Learning-Based Hybrid Framework for Enhanced Skin Lesion Classification Using Dermoscopic Images

    Mohamed Hammad1,2,*, Mohammed ElAffendi1, Souham Meshoul3,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.145, No.1, pp. 1055-1086, 2025, DOI:10.32604/cmes.2025.072650 - 30 October 2025

    Abstract Skin cancer is among the most common malignancies worldwide, but its mortality burden is largely driven by aggressive subtypes such as melanoma, with outcomes varying across regions and healthcare settings. These variations emphasize the importance of reliable diagnostic technologies that support clinicians in detecting skin malignancies with higher accuracy. Traditional diagnostic methods often rely on subjective visual assessments, which can lead to misdiagnosis. This study addresses these challenges by developing HybridFusionNet, a novel model that integrates Convolutional Neural Networks (CNN) with 1D feature extraction techniques to enhance diagnostic accuracy. Utilizing two extensive datasets, BCN20000 and… More >

  • Open Access

    ARTICLE

    Harnessing TLBO-Enhanced Cheetah Optimizer for Optimal Feature Selection in Cancer Data

    Bibhuprasad Sahu1, Amrutanshu Panigrahi2, Abhilash Pati2, Ashis Kumar Pati3, Janmejaya Mishra4, Naim Ahmad5,*, Salman Arafath Mohammed6, Saurav Mallik7,8,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.145, No.1, pp. 1029-1054, 2025, DOI:10.32604/cmes.2025.069618 - 30 October 2025

    Abstract Metaheuristic optimization methods are iterative search processes that aim to efficiently solve complex optimization problems. These basically find the solution space very efficiently, often without utilizing the gradient information, and are inspired by the bio-inspired and socially motivated heuristics. Metaheuristic optimization algorithms are increasingly applied to complex feature selection problems in high-dimensional medical datasets. Among these, Teaching-Learning-Based optimization (TLBO) has proven effective for continuous design tasks by balancing exploration and exploitation phases. However, its binary version (BTLBO) suffers from limited exploitation ability, often converging prematurely or getting trapped in local optima, particularly when applied to… More >

  • Open Access

    RETRACTION

    Retraction: CSTB Downregulation Promotes Cell Proliferation and Migration and Suppresses Apoptosis in Gastric Cancer SGC-7901 Cell Line

    Oncology Research Editorial Office

    Oncology Research, Vol.33, No.11, pp. 3605-3605, 2025, DOI:10.32604/or.2025.074402 - 22 October 2025

    Abstract This article has no abstract. More >

  • Open Access

    COMMENTARY

    CD47-Targeted Therapy in Cancer Immunotherapy: At a Crossroads of Promise and Challenge

    Xuejun Guo1,2, Yilin Fu3, Natalia Baran4,5, Wenxue Ma6,*

    Oncology Research, Vol.33, No.11, pp. 3375-3385, 2025, DOI:10.32604/or.2025.071708 - 22 October 2025

    Abstract Cluster of differentiation 47 (CD47), an immune checkpoint commonly referred to as the “don’t eat me” signal, plays a pivotal role in tumor immune evasion by inhibiting phagocytosis through interaction with signal regulatory protein alpha (SIRPα) on macrophages and dendritic cells (DCs). Although early enthusiasm drove broad clinical development, recent discontinuations of major CD47-targeted programs have prompted re-evaluation of its therapeutic potential. The purpose of this commentary is to contextualize the setbacks observed with first-generation CD47 inhibitors and to highlight strategies aimed at overcoming their limitations. Clinical challenges, including anemia, thrombocytopenia, suboptimal pharmacokinetics, and limited… More >

  • Open Access

    ARTICLE

    Alisol A Exerts Anti-Proliferative Activity against Human Oral Cancer Cells through Triggering JNK/p38 MAPK-Mediated Apoptotic Cascade

    Yi-Tzu Chen1,2,3,#, Shao-Hsuan Kao4,5,#, Chun-Yi Chuang6,7, Chun-Wen Su4,5, Wei-En Yang4,5, Chih-Hsin Tang8,9,10, Shun-Fa Yang4,5,*, Chiao-Wen Lin2,3,*

    Oncology Research, Vol.33, No.11, pp. 3387-3404, 2025, DOI:10.32604/or.2025.069877 - 22 October 2025

    Abstract Background: Alisol A is a natural compound isolated from Alismatis Rhizoma, known for its diverse pharmacological activities, including anticancer and neuroprotective effects. This study aimed to explore the anticancer effects of Alisol A on oral cancer cells and elucidate its underlying mechanisms. Methods: Cell viability was measured by MTT assay, cell cycle by flow cytometry, and apoptosis by Annexin V/PI staining and caspase activation. Regulation of signaling pathways was analyzed using an apoptosis-related protein array, immunoblotting, and specific kinase inhibitors. Results: Alisol A reduced the viability of oral cancer cell lines, induced sub-G1 phase accumulation, and augmented… More >

  • Open Access

    ARTICLE

    Significance of CA125 Monitoring during Maintenance Treatment with Poly(ADP-Ribose) Polymerase Inhibitor in Ovarian Cancer after First-Line Chemotherapy: Multicenter, Observational Study

    Szymon Piątek1, Anna Dańska-Bidzińska2,*, Paweł Derlatka2, Bartosz Szymanowski3, Renata Duchnowska3, Aleksandra Zielińska4, Natalia Sawicka4, Aleksander Gorzeń5, Wojciech Michalski6, Mariusz Bidziński1

    Oncology Research, Vol.33, No.11, pp. 3405-3416, 2025, DOI:10.32604/or.2025.068609 - 22 October 2025

    Abstract Objectives: Monitoring of Cancer Antigen 125 (CA125) during ovarian cancer (OC) maintenance treatment with poly(ADP-ribose) polymerase inhibitors (PARPis) may be insufficient when using Gynecologic Cancer Intergroup (GCIG) biochemical progression criteria. This study aimed to evaluate the usefulness of CA125 monitoring in detecting OC recurrence during PARPis maintenance treatment. Methods: This multicenter retrospective cohort study included patients with primary OC who achieved complete or partial response after first-line platinum-based chemotherapy followed by PARPis maintenance treatment. Progression was defined using Response Evaluation Criteria in Solid Tumors (RECIST) and GCIG biochemical criteria. New biochemical progression definitions, based on… More >

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