Journal of the Egyptian National Cancer Institute最新文献

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A case-control study investigating the impact of gradient pressure therapy on chemotherapy-induced peripheral neuropathy symptoms and daily activities in paclitaxel-treated patients. 一项病例对照研究,探讨梯度压力疗法对紫杉醇治疗患者化疗诱导的周围神经病变症状和日常活动的影响。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-11-24 DOI: 10.1186/s43046-025-00331-w
Dongxue Guo, Fangfei Zhao, JiWei Hu, JingHua Zhang, Aijun Du, Lizhi Zhou
{"title":"A case-control study investigating the impact of gradient pressure therapy on chemotherapy-induced peripheral neuropathy symptoms and daily activities in paclitaxel-treated patients.","authors":"Dongxue Guo, Fangfei Zhao, JiWei Hu, JingHua Zhang, Aijun Du, Lizhi Zhou","doi":"10.1186/s43046-025-00331-w","DOIUrl":"10.1186/s43046-025-00331-w","url":null,"abstract":"<p><strong>Purpose: </strong>Paclitaxel chemotherapy is known to induce peripheral neuropathy, significantly impacting patients' daily activities. Effective interventions to alleviate these symptoms are crucial for improving patient quality of life. The objective was to investigate the effects of gradient pressure therapy on symptoms of paclitaxel-induced peripheral neuropathy and daily activities.</p><p><strong>Methods: </strong>Eighty patients with breast cancer receiving a 125-mg/m<sup>2</sup> paclitaxel chemotherapy regimen at a class III hospital in Tangshan from October 2022 to October 2023 were randomly divided into a control group (n = 40) and an intervention group (n = 40). The control group received routine treatment and health guidance, whereas the intervention group received additional II-level hand and foot gradient pressure therapy. Chemotherapy-induced peripheral neuropathy (CIPN) symptoms and activities of daily living (ADL) impact scores were compared after the second, fourth, and sixth chemotherapy cycles and at the 3-month follow-up.</p><p><strong>Results: </strong>No significant differences were found in CIPN symptoms and ADL impact scores between the groups after the second chemotherapy cycle (P > 0.05). However, after the fourth cycle, the intervention group showed significant improvements in nine items: hand numbness, foot numbness, discomfort in fingers/hands or toes/feet, walking, exercise, sleep, sexual activity, chores, and enjoyment of life (P < 0.05). At the sixth cycle and at the 3-month follow-up, additional improvements were noted in cold sensitivity and total scores (P < 0.05).</p><p><strong>Conclusion: </strong>Gradient pressure therapy effectively reduces symptoms of paclitaxel-induced peripheral neuropathy, improving patients' daily activities. This intervention is recommended for clinical promotion and application.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"75"},"PeriodicalIF":1.8,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145588043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
New insights into the effects of microbiome and its derived metabolites on targeted immunotherapy. 微生物组及其衍生代谢物对靶向免疫治疗作用的新见解。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-11-16 DOI: 10.1186/s43046-025-00330-x
Maged Tharwat Elghannam, Moataz Hassan Hassanien, Yosry Abdel Rahman Ameen, Emad Abdelwahab Turky, Gamal Mohammed ELattar, Ahmed Aly ELRay, Mohammed Darwish ELTalkawy
{"title":"New insights into the effects of microbiome and its derived metabolites on targeted immunotherapy.","authors":"Maged Tharwat Elghannam, Moataz Hassan Hassanien, Yosry Abdel Rahman Ameen, Emad Abdelwahab Turky, Gamal Mohammed ELattar, Ahmed Aly ELRay, Mohammed Darwish ELTalkawy","doi":"10.1186/s43046-025-00330-x","DOIUrl":"https://doi.org/10.1186/s43046-025-00330-x","url":null,"abstract":"<p><p>The significance of gut bacteria and their byproducts is gaining greater recognition, especially in the realm of immunotherapy. An imbalance in gut bacteria or their byproducts is intricately linked to the onset, progression, and treatment of cancer. Metabolites derived from gut microbiota, including short-chain fatty acids (SCFAs), secondary bile acids (SBAs), indole derivatives, and trimethylamine oxide (TMAO), engage with cellular targets to initiate intracellular signaling pathways. These signals are conveyed to the cell, influencing its growth. Targeted therapies encompass a complex and ever-evolving area that is crucial in cancer management. Nonetheless, it is vital to recognize that targeted therapy encounters a multitude of challenges. Factors influencing the success of targeted therapy include drug resistance resulting from prolonged use, side effects, and variations in genetic mutations, tumor diversity, and the complex nature of the tumor microenvironment. Recently, we have deepened our understanding of the relationship between the gut microbiome and anticancer targeted therapies. This is one face of the molecular pathologic epidemiology. This prompts us to investigate promising treatment strategies linked to these gut bacteria and their metabolites, thereby unlocking new possibilities for targeted anticancer therapies.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"74"},"PeriodicalIF":1.8,"publicationDate":"2025-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145534610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The molecular management of classic myeloproliferative neoplasm. 经典骨髓增生性肿瘤的分子治疗。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-11-10 DOI: 10.1186/s43046-025-00325-8
Charlène G S Soro, Sara Benchikh, Adil El Hamouchi, Imane Morjane, Rachid Saile, Halima Lebrazi, Sanaa Nassereddine
{"title":"The molecular management of classic myeloproliferative neoplasm.","authors":"Charlène G S Soro, Sara Benchikh, Adil El Hamouchi, Imane Morjane, Rachid Saile, Halima Lebrazi, Sanaa Nassereddine","doi":"10.1186/s43046-025-00325-8","DOIUrl":"10.1186/s43046-025-00325-8","url":null,"abstract":"<p><strong>Background: </strong>Whole-genome sequencing has enabled the development of a wide range of analytical tools to search for abnormalities associated with tumors. As classic myeloproliferative neoplasms (MPNs) are associated with genomic alterations in hematopoietic stem cells, the World Health Organization (WHO) recommendations include since 2008 molecular investigations as an important part of the diagnosis and management of these pathologies. Recent advances in sequencing technologies, such as next-generation sequencing (NGS), have enhanced the analysis platforms. However, epidemiological information on MPNs is limited, especially in low/middle-income countries.</p><p><strong>Aim: </strong>This literature review provides a state-of-the-art on the classification of MPNs and a comprehensive examination of contemporary analytical techniques, while highlighting the advantages and drawbacks of each method.</p><p><strong>Methods: </strong>The scientific literature for the synthesis of this article was obtained by searching the PubMed and Science Direct databases, and the tables were generated using Excel 2016 software.</p><p><strong>Results: </strong>Driver mutations in MPNs can be detected by genotyping or sequencing. Genotyping techniques present an increased risk of false negatives because of their low sensitivity, whereas sequencing techniques are more sensitive but can present specificity or time-consuming disadvantages.</p><p><strong>Conclusion: </strong>Although a large number of applications favor NGS, it is essential to consider the cost-effectiveness of these technologies to meet the needs of laboratories in low/middle-income regions. Alternative techniques such as real-time polymerase chain reaction (qPCR), immunohistochemistry (CAL2IHC), and liquid chromatography (dHPLC) should be explored and considered as sustainable options.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"77"},"PeriodicalIF":1.8,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145482429","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantum dot: a next-generation tool for cancer diagnosis at an early stage. 量子点:新一代早期癌症诊断工具。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-11-09 DOI: 10.1186/s43046-025-00329-4
Adhi Kesava Naidu Neelam
{"title":"Quantum dot: a next-generation tool for cancer diagnosis at an early stage.","authors":"Adhi Kesava Naidu Neelam","doi":"10.1186/s43046-025-00329-4","DOIUrl":"10.1186/s43046-025-00329-4","url":null,"abstract":"<p><strong>Background: </strong>The convergence of biology and nanomaterials has propelled technological progress in biomedical sciences, offering transformative applications in diagnostics and therapy. Among these advancements, quantum dots (QDs) semiconductor nanocrystals activated by light have emerged as versatile tools due to their unique optical and electronic properties. Graphene quantum dots (GQDs), a subset of QDs, are nanoscale fragments of graphene that exhibit exceptional features, making them highly suitable for innovative biomedical applications. These include cancer detection, drug delivery, and imaging, areas where early diagnosis and effective treatment are crucial.</p><p><strong>Main body: </strong>The production of synthetic GQDs relies on two primary approaches: top-down methods, where larger carbon structures are broken into smaller fragments, and bottom-up methods, which involve assembling GQDs from smaller molecular units. Both methods offer advantages depending on the desired properties and applications of the GQDs. GQDs possess several beneficial characteristics, including high photostability, excellent biocompatibility, and tunable fluorescence, which make them particularly valuable for biomedical purposes. In cancer therapy, GQDs serve as efficient nano-delivery vehicles for drugs, offering enhanced targeting and reduced side effects compared to traditional chemotherapy. Furthermore, their fluorescence properties enable precise imaging and early detection of cancerous cells, providing a dual functionality in diagnosis and therapy. Current research highlights advancements in QD synthesis techniques, enhancing their scalability and application potential. These innovations underscore the role of GQDs in bridging the gap between experimental research and clinical applications.</p><p><strong>Conclusion: </strong>Quantum dots, particularly graphene quantum dots, represent a breakthrough in the field of nanomedicine. Their synthesis, functional properties, and dual roles in diagnostics and therapeutic delivery underscore their importance in advancing cancer treatment and early detection. With continued research and development, GQDs are poised to revolutionize drug delivery systems and expand the horizons of biomedical science.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"73"},"PeriodicalIF":1.8,"publicationDate":"2025-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145482488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The role of stem cells in precision medicine: next-generation cancer treatment. 干细胞在精准医学中的作用:下一代癌症治疗。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-11-02 DOI: 10.1186/s43046-025-00328-5
Hafsa Iqbal, Bibi Khadija
{"title":"The role of stem cells in precision medicine: next-generation cancer treatment.","authors":"Hafsa Iqbal, Bibi Khadija","doi":"10.1186/s43046-025-00328-5","DOIUrl":"https://doi.org/10.1186/s43046-025-00328-5","url":null,"abstract":"<p><strong>Background: </strong>Precision medicine has transformed oncology by tailoring treatments to the molecular and genetic characteristics of individual tumors. Stem cell-based strategies hold unique potential to complement these approaches by enabling regenerative support, targeted delivery of therapeutics, and novel models for drug screening.</p><p><strong>Methods: </strong>This review synthesizes current evidence on the integration of stem cell biology into precision cancer therapy, highlighting advances in tumor profiling, next-generation sequencing (NGS), and genome editing that enable personalized interventions.</p><p><strong>Results: </strong>Emerging applications include engineered stem cells for selective delivery of oncolytic agents, immune modulation through stem cell-derived platforms, and the use of induced pluripotent stem cells (iPSCs) for modeling tumor heterogeneity. Advances in NGS are accelerating tumor-specific profiling, facilitating gene editing of stem cells, and refining patient selection for therapy.</p><p><strong>Challenges: </strong>Despite progress, translational barriers remain, including risks of tumorigenicity, ethical concerns, high costs, immune rejection, and limited large-scale clinical validation.</p><p><strong>Conclusion: </strong>Stem cell-based precision oncology is a rapidly evolving field with significant promise. Future directions include integrating NGS-driven tumor profiling with engineered stem cells, optimizing safety through gene-editing technologies, and advancing clinical trials to establish efficacy. These efforts could reshape the landscape of individualized cancer care.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"71"},"PeriodicalIF":1.8,"publicationDate":"2025-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145431724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unraveling LncRNAs: the future of lung cancer treatment. 解开lncrna:肺癌治疗的未来。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-10-26 DOI: 10.1186/s43046-025-00327-6
Zahraa Isam Jameel, Halla Abdul-Hadi Chabuk
{"title":"Unraveling LncRNAs: the future of lung cancer treatment.","authors":"Zahraa Isam Jameel, Halla Abdul-Hadi Chabuk","doi":"10.1186/s43046-025-00327-6","DOIUrl":"https://doi.org/10.1186/s43046-025-00327-6","url":null,"abstract":"<p><p>Long non-coding ribonucleic acids (LncRNAs) are larger than 200 nucleotides and resemble messenger ribonucleic acids (mRNAs), but they do not code for proteins. In both cell development and physiological cell function, LncRNAs have crucial biological functions. Consequently, cancer entails the disruption of their biological function. Many people die from lung cancer because it is diagnosed late, spreads to other parts of the body, and has a high treatment failure rate. Because they can be involved in either oncogenic or tumor-suppressing functions, LncRNAs are quickly becoming core molecules in lung cancer. Since LncRNAs are long-lasting in blood, they can be utilized as non-invasive diagnostic tools for cancer at an early stage. We review the latest research that has brought together evidence from real-world observations concerning the processes through which LncRNAs work in cancer formation, how they allow cancer to develop drug resistance, and how they can be used as possible diagnostic tools and markers of outcome, with a focus on lung cancer. We also cover some of the ongoing treatment strategies that can target LncRNAs. As seen from what has been laid out here, the examination of LncRNAs in lung cancer with protein-coding genes could provide evidence for a further elucidation of the molecular events behind the disease as well as its progression, and the potential for a new therapeutic pathway.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"70"},"PeriodicalIF":1.8,"publicationDate":"2025-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145372715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual-modality treatment using gamma radiation and ZnO nanoparticles: effects on normal and malignant lung cells. 伽玛辐射和氧化锌纳米粒子双模治疗:对正常和恶性肺细胞的影响。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-10-22 DOI: 10.1186/s43046-025-00312-z
Naglaa M Ismail, Soheir Korraa, Amira Abdel Rehim Qotb
{"title":"Dual-modality treatment using gamma radiation and ZnO nanoparticles: effects on normal and malignant lung cells.","authors":"Naglaa M Ismail, Soheir Korraa, Amira Abdel Rehim Qotb","doi":"10.1186/s43046-025-00312-z","DOIUrl":"https://doi.org/10.1186/s43046-025-00312-z","url":null,"abstract":"<p><p>This study primarily aims to investigate the effects of gamma (γ) radiation, both independently and in combination with zinc oxide nanoparticles (ZnO NPs), on normal and lung cancer cell lines. Lung cancer continues to be a major cause of cancer-related mortality globally. Radiotherapy is a common way of treating lung cancer. The treatment efficacy of cell death requires a high dosage of focused radiation. Due to their physicochemical properties and potential biological activity, ZnO NPs have emerged as promising candidates in nanomedicine and oncology. In this research, ZnO NPs were synthesized and characterized through various analytical techniques, including X-ray diffraction (XRD), scanning electron microscopy (SEM), transmission electron microscopy (TEM), energy-dispersive X-ray spectroscopy (EDS), differential scanning calorimetry (DSC), and dynamic light scattering (DLS). The resulting nanoparticles were semi-spherical in shape (22-29 nm), stable, and had a zeta potential of - 21 ± 2.40 mV. The cytotoxic effects were assessed using human lung cancer cells (A549) and normal lung fibroblast cells (WI-38). Treatments involved ZnO NPs alone or combined with 15 Gy of γ-radiation over 48 h. A significant increase in cytotoxicity was observed in A549 cancer cells compared to normal cells. ZnO NPs alone showed moderate anticancer efficacy with an IC50 of 26.78 ± 0.44 µg/mL, whereas ZnO NPs + 15 Gy gamma radiation led to a pronounced reduction in cell viability with an IC50 of 15.97 ± 0.45 µg/mL. These results indicate that the combination of ZnO NPs with γ-radiation enhances apoptosis and significantly suppresses the growth of lung cancer cells (p < 0.001), offering potential for improved therapeutic outcomes in lung cancer radiotherapy.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"72"},"PeriodicalIF":1.8,"publicationDate":"2025-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145345764","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive evaluation of high dose methotrexate therapy: a retrospective observational trial. 大剂量甲氨蝶呤治疗的综合评价:一项回顾性观察性试验。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-10-20 DOI: 10.1186/s43046-025-00324-9
Hadeer Ehab Barakat, Kholood Ashraf El Bahy, Sandy Victor Labib, Yasser Zakaria Aldesouky, Abdelrahman Ayman Ismail, Mohamed El Sayed Mohamed, Febrona Louis Sedky, Asmaa Mohamed Abdelhady, Dalia Hamdy Gaballah, Doha Ashraf Ali, Passant Mohamed Refaat, Hasnaa Al Sayed Mohamed, Ahmed Zayed Mohamed, Salwa Selim Ibrahim, Ayman M Noreddin, Abdel-Moneim M Osman, Esraa M Abdelkeriem, Mohamed M Sayed-Ahmed, Riham M Karkeet
{"title":"Comprehensive evaluation of high dose methotrexate therapy: a retrospective observational trial.","authors":"Hadeer Ehab Barakat, Kholood Ashraf El Bahy, Sandy Victor Labib, Yasser Zakaria Aldesouky, Abdelrahman Ayman Ismail, Mohamed El Sayed Mohamed, Febrona Louis Sedky, Asmaa Mohamed Abdelhady, Dalia Hamdy Gaballah, Doha Ashraf Ali, Passant Mohamed Refaat, Hasnaa Al Sayed Mohamed, Ahmed Zayed Mohamed, Salwa Selim Ibrahim, Ayman M Noreddin, Abdel-Moneim M Osman, Esraa M Abdelkeriem, Mohamed M Sayed-Ahmed, Riham M Karkeet","doi":"10.1186/s43046-025-00324-9","DOIUrl":"10.1186/s43046-025-00324-9","url":null,"abstract":"<p><strong>Background: </strong>Methotrexate (MTX) is a commonly prescribed drug with both chemotherapeutic and immunosuppressive applications. However, when administered in high doses (HDMTX ≥ 500 mg/m<sup>2</sup>), it can lead to serious side effects, particularly nephrotoxicity and hepatotoxicity. Although 48-h MTX levels monitoring is fundamental for the evaluation of the risk of these toxicities, the relationship between MTX level and the actual clinical outcomes is not yet fully addressed. This study aims to evaluate the predictors of 48-h serum MTX levels and the toxicity profile associated with patients receiving HDMTX for management of cancer, with a particular focus on nephrotoxicity, hepatotoxicity, length of hospital stay (LOS), antimicrobial use, and 30-day mortality.</p><p><strong>Methods: </strong>A retrospective cohort study was conducted at the National Cancer Institute, Cairo University. Patients receiving HDMTX as part of their cancer treatment in the period from January 2022 to December 2024 were included. Data collection included patient demographics, administered MTX doses, 48-h serum MTX levels, medical and medication history, antimicrobials used, and recorded adverse effects. The outcome of the study encompassed the identification of predictors for 48-h MTX levels and their association with acute kidney injury (AKI), ICU admission, and LOS. In addition to the associations with hepatotoxicity, antimicrobial usage, and mortality. Statistical analysis was performed using SPSS version 26.0.</p><p><strong>Results: </strong>Among 143 patients, elevated 48-h MTX levels (≥ 1.28 μmol/L) were associated with pleural effusion (P-value 0.038), patients diagnosed with lymphoma (P-value 0.05), and increased antimicrobial use (P-value < 0.05). A significant association was found between HDMTX and the use of carbapenems, vancomycin and fluoroquinolones (P-value < 0.05). Non-significant relation was found between HDMTX and AKI as well as LOS. Hepatotoxicity was significantly more common in patients with osteosarcoma rather than hematological malignancies, while LOS was shorter in osteosarcoma cases compared to hematological malignancies.</p><p><strong>Conclusion: </strong>The serum levels of 48-h MTX are vital metrics of toxicity, as they determine the duration of hospitalization, the number of antimicrobials used, and the mortality rate. Thus, it is crucial to monitor these levels to reduce the complications associated with HDMTX usage.</p>","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"69"},"PeriodicalIF":1.8,"publicationDate":"2025-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145329434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive radiomics based ensemble machine learning approach in CT lung nodule diagnosis. 基于预测放射组学的集成机器学习方法在CT肺结节诊断中的应用。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-10-13 DOI: 10.1186/s43046-025-00326-7
Arooj Nissar, A H Mir
{"title":"Predictive radiomics based ensemble machine learning approach in CT lung nodule diagnosis.","authors":"Arooj Nissar, A H Mir","doi":"10.1186/s43046-025-00326-7","DOIUrl":"https://doi.org/10.1186/s43046-025-00326-7","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Computed tomography imaging, a non-invasive tool, is used around the globe by medical professionals to identify and diagnose lung cancer; a lethal disease with high rates of occurrence and mortality globally. Radiomics extracted from medical images, including computed tomography, in tandem with machine learning frameworks has received considerable focus and research for lung nodule identification.This investigation can help out clinicians to reach radiomics-based better and quicker decision support system for treatments and early diagnosis. However, it is still foggy and unclear which radiomics feature(s) to use for the prediction of pulmonary nodule. Consequently, this work is offered with an endeavor to efficiently apply machine learning techniques and radiomics to classify CT pulmonary nodules.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;Lung Image Data Consortium (LIDC), containing 1018 CT cancer cases, is put to use. The Wavelet Packet Transform is used in conjunction with geometrical features, gray level run length matrix, gray level co-occurrence method and gray level difference method techniques to extract radiomics. Two techniques, boosted and bagged ensemble classification trees, are employed to choose an apposite set of features. The categorization of nodules as malignant or benign is assessed by the utilization of cutting-edge machine learning models: Support Vector Machines, Boosted Classification Ensemble Tree, Decision Trees, Bagged Classification Ensemble Tree, RUSBoosted Ensemble Trees, Subspace Discriminant Ensemble and Subspace KNN Ensemble.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The findings reveal that the Ensemble Subspace KNN gives best AUROC (93.4%), accuracy (88.3%) and F1-score (85.2%) using BACET feature selection method. The best sensitivity is produced by FGSVM (97.1%). RUSBOCET gives best precision and specificity of 93.4% and 83.1% respectively.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusion: &lt;/strong&gt;Lung Cancer remains the most common and deadly type of cancer. Early detection of lung lesions and nodules is crucial in the fight against lung cancer. The purpose of this study was to investigate radiomics based on geometrical, texture, and Daubechies WPT texture features for quantitative CT image analysis. The LIDC database was used in this study. Geometrical features, texture features based on three statistical methodologies (GLCM, GLDM GLRLM) and Daubechies WPT texture features are retrieved from the nodules. Using the ensemble EFS, BOCET and BACET, pertinent features were identified. Lastly, various cutting-edge ML classifiers were used to classify LC as malignant or benign. The out-turn shows that, using BACET EFS, Ensemble Subspace KNN gives best AUROC (93.4%), accuracy (88.3%) and F1-score (85.2%). FGSVM yields the best sensitivity of 97.1%. RUSBOCET gives best precision and best specificity of 93.4% and 83.1% respectively. Therefore, the methodology can be applied with efficacy to the CT based PN classification. Thus, ","PeriodicalId":17301,"journal":{"name":"Journal of the Egyptian National Cancer Institute","volume":"37 1","pages":"68"},"PeriodicalIF":1.8,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145280583","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pancreatic cancer in the era of precision medicine: challenges, advances, and the future of therapeutic strategies. 精准医疗时代的胰腺癌:挑战、进展和治疗策略的未来。
IF 1.8
Journal of the Egyptian National Cancer Institute Pub Date : 2025-10-06 DOI: 10.1186/s43046-025-00323-w
Heslley Machado Silva, Reginaldo Cruz Alves Rosa
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