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  • Open Access

    ARTICLE

    NLR Risk Score for Predicting Patient Prognosis in Hepatocellular Carcinoma and Identification of Oncogenic Role of NLRP5 in Hepatocellular Carcinoma

    Mingyang Tang1,2,#, Shengfu He3,#, Bao Meng1,2, Qingyue Zhang1,2, Chengcheng Li1,2, Yating Sun1,2, Weijie Sun1,2, Cui Wang4, Qingxiang Kong5, Yanyan Liu1,2, Lifen Hu1,2, Yufeng Gao1,2, Qinxiu Xie1,2, Jiabin Li1,2,*, Ting Wu1,2,*

    Oncology Research, Vol.33, No.10, pp. 3077-3100, 2025, DOI:10.32604/or.2025.067065 - 26 September 2025

    Abstract Background: Hepatocellular carcinoma (HCC) is a major cause of cancer-related deaths. The Nod-like receptor (NLR) family is involved in innate immunity and tumor progression, but its role in HCC remains unclear. This study aimed to evaluate the prognostic value and biological function of NLR genes in HCC. Methods: Transcriptomic and clinical data from The Cancer Genome Atlas were analyzed using nonnegative matrix factorization (NMF) to classify HCC into molecular subtypes. Differentially expressed genes were used to build an NLR-based prognostic model (NLR_score) through univariate Cox, least absolute shrinkage and selection operator (LASSO), and multivariate Cox… More > Graphic Abstract

    NLR Risk Score for Predicting Patient Prognosis in Hepatocellular Carcinoma and Identification of Oncogenic Role of NLRP5 in Hepatocellular Carcinoma

  • Open Access

    ARTICLE

    Impact of COVID-19 care reorganization on the prognosis of patients with bladder urothelial carcinoma: a multicentric retrospective study

    Marie Chaumel1, Nicolas Brichart2, Franck Bruyère1, Ali Bourgi1,*

    Canadian Journal of Urology, Vol.32, No.4, pp. 359-366, 2025, DOI:10.32604/cju.2025.066470 - 29 August 2025

    Abstract Background: The COVID-19 pandemic disrupted healthcare systems globally, raising concerns about delayed cancer diagnosis and treatment. In France, transurethral resection of bladder tumors (TURBT) was prioritized in national urology guidelines to ensure the timely management of urothelial carcinoma. This study aimed to assess the impact of care reorganization on tumor staging, recurrence, palliative care, and mortality in bladder cancer patients from the pre-pandemic through late-pandemic periods. Methods: We conducted a retrospective multicenter study including all patients who underwent TURBT with histologically confirmed urothelial carcinoma between April and December of 2019 (pre-pandemic), 2020 (early pandemic), 2021… More >

  • Open Access

    ARTICLE

    Integrating Spatial Multi-Omics and Machine Learning to Unravel the Role of PANoptosis in Bladder Cancer Prognosis and Immunotherapy Response

    Liangju Peng1,2, Tingting Cai1,2, Peihang Xu1,2, Cong Chen3, Qingzhi Xiang1,2, Yiping Zhu1,2, Dingwei Ye1,2,*, Yijun Shen1,2,*

    Oncology Research, Vol.33, No.9, pp. 2463-2489, 2025, DOI:10.32604/or.2025.064331 - 28 August 2025

    Abstract Background: Studies have reported the special value of PANoptosis in cancer, but there is no study on the prognostic and therapeutic effects of PANoptosis in bladder cancer (BLCA). This study aimed to explore the role of PANoptosis in BLCA heterogeneity and its impact on clinical outcomes and immunotherapy response while establishing a robust prognostic model based on PANoptosis-related features. Methods: Gene expression profiles and clinical data were collected from public databases. Spatial heterogeneity of cell death pathways in BLCA was evaluated. Consensus clustering was performed based on identified PANoptosis genes. Cell death pathway scores, molecular, and… More >

  • Open Access

    ARTICLE

    TIMM8A-TIMM13 Complex Exerts Oncogenic Functions in Lung Cancer

    Shengmin Li1, Kejian Shi1, Ying Wang2,*, Yi Zhang1,*

    Oncology Research, Vol.33, No.9, pp. 2435-2449, 2025, DOI:10.32604/or.2025.063812 - 28 August 2025

    Abstract Objectives: Lung cancer represents a major global healthcare challenge, characterized by high annual incidence and mortality rates worldwide. Although targeted therapies for lung cancer have advanced, treatment outcomes for advanced-stage patients remain suboptimal. This investigation examines the role of the translocase of the inner mitochondrial membrane (TIMM)8A-TIMM13 complex in lung cancer and evaluates its potential as a novel therapeutic target. Methods: A co-immunoprecipitation (Co-IP) assay was conducted to verify the interaction between TIMM8A and TIMM13. Differential gene expression analysis of TIMM8A or TIMM13 was executed using the TNMplot database, with survival estimates derived from the… More >

  • Open Access

    ARTICLE

    Immunogenic Cell Death Genes Related Prognostic Biomarker in Hepatocellular Carcinoma

    Bi Feng#, Siqi Yang#, Zhiqiang He, Yushi Dai, Ruiqi Zou, Yafei Hu, Haijie Hu*, Fuyu Li*

    Oncology Research, Vol.33, No.9, pp. 2353-2377, 2025, DOI:10.32604/or.2025.061422 - 28 August 2025

    Abstract Objectives: Hepatocellular carcinoma (HCC) is among the most frequently occurring malignant tumors of the digestive tract and is associated with an increased mortality rate worldwide. This study aimed to develop and validate a prognostic model based on immunogenic cell death (ICD)-related genes to predict patient survival and guide individualized treatment strategies for HCC. Methods: ICD-related genes were identified from the GeneCards database using a relevance score threshold of >10. A combination of least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox analysis was used to screen prognostic genes and construct a risk score… More >

  • Open Access

    ARTICLE

    Developing Fault Prognosis and Detection Modes for Main Hoisting Motor in Gantry Crane Based on t-SNE

    Yu-Tang Cao1, Shin-Hung Lin1, Raphael Brent Lau Hundangan2, Edward Basaong Ang 2, Tsung-Liang Wu1,*

    CMC-Computers, Materials & Continua, Vol.84, No.3, pp. 5255-5277, 2025, DOI:10.32604/cmc.2025.066877 - 30 July 2025

    Abstract The gantry crane system is a crucial equipment for loading and unloading containers at the shore site. The existing trend of crane technology is in the transition from in-site operators to remote operators outside the cargo handling site, which will comply with all safety regulations, including conditional crane monitoring. However, remote control introduces certain drawbacks in machine maintenance, as no on-site operators can provide real-time feedback on abnormalities. Therefore, this study proposes a failure detection system that uses vibratory sensors installed on machines to monitor and provide early warnings for various failures. For faulty event… More >

  • Open Access

    ARTICLE

    Explainable AI Based Multi-Task Learning Method for Stroke Prognosis

    Nan Ding1, Xingyu Zeng2,*, Jianping Wu3, Liutao Zhao3

    CMC-Computers, Materials & Continua, Vol.84, No.3, pp. 5299-5315, 2025, DOI:10.32604/cmc.2025.064822 - 30 July 2025

    Abstract Predicting the health status of stroke patients at different stages of the disease is a critical clinical task. The onset and development of stroke are affected by an array of factors, encompassing genetic predisposition, environmental exposure, unhealthy lifestyle habits, and existing medical conditions. Although existing machine learning-based methods for predicting stroke patients’ health status have made significant progress, limitations remain in terms of prediction accuracy, model explainability, and system optimization. This paper proposes a multi-task learning approach based on Explainable Artificial Intelligence (XAI) for predicting the health status of stroke patients. First, we design a More >

  • Open Access

    ARTICLE

    Novel Stemness-Associated Scores: Enhancing Predictions of Hepatocellular Carcinoma Prognosis and Tumor Immune Microenvironment

    Gaofeng Pan1,2,3, Jiali Li1,2, Weijie Sun4, Jiayu He1,2, Maoying Fu3, Yufeng Gao1,2,*

    Oncology Research, Vol.33, No.8, pp. 1991-2011, 2025, DOI:10.32604/or.2025.063993 - 18 July 2025

    Abstract Aims: The aim of this study is to develop a prognostic model for hepatocellular carcinoma (HCC) using stemness-related genes (SRGs), while also pinpointing and validating pivotal genes associated with this process. Methods: Utilizing the TCGA and ICGC database, a prognostic stemness-related scores (SRS) for HCC through a combination of WGCNA and machine learning. Bioinformatics analysis evaluated tumor immune infiltration characteristics and drug sensitivity in different SRS subgroups, identifying the key gene TOMM40L. qRT-PCR and IHC were employed to detect the expression level of TOMM40 L. Kaplan-Meier survival analysis assessed the prognostic value of TOMM40L in… More >

  • Open Access

    ARTICLE

    Rare Primary Diffuse Large B-Cell Lymphoma Confined to Bone Marrow: Features and Prognosis

    Weiwei Chen1, Xiaodie Zhou2, Huiyu Li1, Yuchen Yang1, Lu Lu1, Chunyan Zhu1, Rong Fang1, Xiaoyuan Chu1, Shuping Zhou3,*, Qian Sun1,*

    Oncology Research, Vol.33, No.8, pp. 2123-2139, 2025, DOI:10.32604/or.2025.063484 - 18 July 2025

    Abstract Background: Primary bone marrow diffuse large B-cell lymphoma (PBM-DLBCL) represents an uncommon yet clinically aggressive hematologic malignancy. Despite its significant clinical impact, this entity lacks standardized diagnostic criteria in current WHO classifications. Methods: We performed a retrospective analysis of 55 PBM-DLBCL cases from our institutional database and published literature (2001–2022) to characterize disease features and identify prognostic factors, with particular focus on assessing how different treatment regimens influence therapeutic efficacy and long-term outcomes. Results: The data suggested a potential link between international prognostic index (IPI) scores and poorer survival, albeit without conclusive statistical evidence (p = More >

  • Open Access

    ARTICLE

    GPX4 predicts poor prognosis and regulates tumor proliferation and senescence in colorectal adenocarcinoma

    YU ZHANG1,2, QINGKUN WANG2, YUE HAN2, JUNJIE PIAO2,*, XIUYING JIN1,2,*

    Oncology Research, Vol.33, No.8, pp. 1933-1945, 2025, DOI:10.32604/or.2025.063395 - 18 July 2025

    Abstract Background: Colorectal adenocarcinoma (COAD) is one of the most common gastrointestinal malignancies. There is a pressing need to recognize reliable biomarkers that can improve diagnostic accuracy, predict prognosis, and serve as effective molecular targets. Glutathione peroxidase 4 (GPX4) is an important antioxidant protein. Evidence demonstrates that abnormal expression of GPX4 is related to cancer initiation and progression. However, the role of GPX4 in COAD remains unclear. Methods: We employed bioinformatics analysis and conducted subsequent validation of biological processes, including cell counting kit-8 assay (CCK-8), colony formation assay, reverse transcription-quantitative polymerase chain reaction (RT-qPCR), 5-ethynyl-2′-deoxyuridine assay… More >

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