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基于改进P2PNet的猪只计数方法
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作者 陈韬 徐爱俊 +1 位作者 周素茵 叶俊华 《农业工程学报》 北大核心 2025年第11期209-218,共10页
猪只计数是现代养猪业的重要任务,对于评估养殖规模、优化饲养策略和提升经济效益具有关键作用。然而,复杂的猪场环境中,猪群密度高、遮挡多等因素使得计数准确性面临挑战。为此,该研究提出了一种基于人群计数模型P2PNet改进的猪只计数... 猪只计数是现代养猪业的重要任务,对于评估养殖规模、优化饲养策略和提升经济效益具有关键作用。然而,复杂的猪场环境中,猪群密度高、遮挡多等因素使得计数准确性面临挑战。为此,该研究提出了一种基于人群计数模型P2PNet改进的猪只计数模型PIG-P2PNet。首先,通过在P2PNet主干网络中引入高效通道注意力机制,有效捕捉通道间的依赖关系,增强了模型对重叠猪只的识别能力。其次,在P2PNet特征金字塔中集成坐标通道混洗注意力模块,强化了空间位置信息和通道特征的提取与交互能力,提升了模型在不同密度场景下的适应性;此外,设计了一种基于情景感知的匈牙利匹配算法,通过引入加权距离惩罚、不确定性成本和自适应密度惩罚,提高了匹配精度。最后,为应对背景与目标样本不平衡的问题,使用Focal Loss替换交叉熵损失,进一步提升了模型的分类准确性。PIG-P2PNet在自建的包含多种场景、视角和密度级别的猪只点标注数据集上的测试结果表明,其平均绝对误差(mean absolute error,MAE)、均方根误差(root mean square error,RMSE)和归一化绝对误差(normalized absolute error,NAE)分别为0.873、1.502和0.040,比改进前分别降低了33.9%、22.1%和39.4%。相较于经典计数模型CSRNet、CANNet和CLTR,PIGP2PNet在MAE上分别降低了63.3%、54.5%和26.7%,在RMSE上降低了49.7%、47.1%和13.7%,在NAE上降低了73.5%、56.5%和35.5%。因此,该研究提出的PIG-P2PNet猪只计数模型准确性高、鲁棒性强,为猪只计数提供了一种创新性的技术方案。 展开更多
关键词 猪只计数 注意力机制 深度学习 匈牙利匹配算法 P2pnet
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Clinical value of combining epirubicin with mindfulness intervention in patients with urinary system tumors and depression 被引量:1
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作者 Juan Liu Yan-Ping Guo +1 位作者 Yan-Mei Lu Bei-Lin Wang 《World Journal of Psychiatry》 SCIE 2025年第1期54-62,共9页
BACKGROUND Urinary system tumors often cause negative psychological symptoms,such as depression and dysphoria which significantly impact immune function and indirectly affect cancer prognosis.While epirubicin(EPI)is r... BACKGROUND Urinary system tumors often cause negative psychological symptoms,such as depression and dysphoria which significantly impact immune function and indirectly affect cancer prognosis.While epirubicin(EPI)is recommended by the European Association of Urology and can improve prognosis,its long-term use can cause toxic side effects,reduce treatment compliance,and increase psycho-logical burden.Therefore,an appropriate intervention mode is necessary.METHODS This was a retrospective study including 110 patients with urinary system tumors and depression admitted to Zhumadian Central Hospital between March 2021 and July 2023.Patients were divided into conventional(n=55)and joint inter-vention(n=55)groups.The conventional group received mitomycin and routine nursing,while the joint intervention group received EPI and mindfulness intervention.Both groups underwent three cycles of chemotherapy.Immune function(CD4+cells,CD8+cells,CD4+/CD8+ratio),tumor marker levels[urinary bladder cancer antigen(UBC),bladder tumor antigen(BTA)and nuclear matrix protein 22(NMP22)],quality of life questionnaire-core 30(QLQ-C30),17-item Hamilton depression scale(HAMD-17),and cancer-related fatigue[cancer fatigue scale(CFS)]were assessed.Adverse reactions and nursing satisfaction were recorded and evaluated.RESULTS Post-intervention,CD4+,CD8+,and CD4+/CD8+levels increased in both groups,with the joint intervention group showing more significant improvement(P<0.05).Tumor marker levels(NMP22,BTA,and UBC)were lower in the joint intervention group compared to the conventional group(P<0.05).The joint intervention group also showed a greater reduction in HAMD-17 scores(9.38±3.12 vs 15.45±4.86,P<0.05),higher QLQ-C30 scores,and lower CFS scores(both P<0.05).Additionally,the joint intervention group had a lower incidence of adverse reactions and higher nursing satisfaction(P<0.05).CONCLUSION EPI combined with mindfulness intervention significantly improved clinical outcomes in patients with urinary system tumors and depression and is worthy of clinical application. 展开更多
关键词 Urinary system tumor Bladder cancer Prostate cancer DEPRESSION EPIRUBICIN
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Advancements in Liver Tumor Detection:A Comprehensive Review of Various Deep Learning Models
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作者 Shanmugasundaram Hariharan D.Anandan +3 位作者 Murugaperumal Krishnamoorthy Vinay Kukreja Nitin Goyal Shih-Yu Chen 《Computer Modeling in Engineering & Sciences》 SCIE EI 2025年第1期91-122,共32页
Liver cancer remains a leading cause of mortality worldwide,and precise diagnostic tools are essential for effective treatment planning.Liver Tumors(LTs)vary significantly in size,shape,and location,and can present wi... Liver cancer remains a leading cause of mortality worldwide,and precise diagnostic tools are essential for effective treatment planning.Liver Tumors(LTs)vary significantly in size,shape,and location,and can present with tissues of similar intensities,making automatically segmenting and classifying LTs from abdominal tomography images crucial and challenging.This review examines recent advancements in Liver Segmentation(LS)and Tumor Segmentation(TS)algorithms,highlighting their strengths and limitations regarding precision,automation,and resilience.Performance metrics are utilized to assess key detection algorithms and analytical methods,emphasizing their effectiveness and relevance in clinical contexts.The review also addresses ongoing challenges in liver tumor segmentation and identification,such as managing high variability in patient data and ensuring robustness across different imaging conditions.It suggests directions for future research,with insights into technological advancements that can enhance surgical planning and diagnostic accuracy by comparing popular methods.This paper contributes to a comprehensive understanding of current liver tumor detection techniques,provides a roadmap for future innovations,and improves diagnostic and therapeutic outcomes for liver cancer by integrating recent progress with remaining challenges. 展开更多
关键词 Liver tumor detection liver tumor segmentation image processing liver tumor diagnosis feature extraction tumor classification deep learning machine learning
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Personalized surveillance in colorectal cancer:Integrating circulating tumor DNA and artificial intelligence into post-treatment follow-up 被引量:1
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作者 Ionut Negoi 《World Journal of Gastroenterology》 2025年第18期1-9,共9页
Given the growing burden of colorectal cancer(CRC)as a global health challenge,it becomes imperative to focus on strategies that can mitigate its impact.Posttreatment surveillance has emerged as essential for early de... Given the growing burden of colorectal cancer(CRC)as a global health challenge,it becomes imperative to focus on strategies that can mitigate its impact.Posttreatment surveillance has emerged as essential for early detection of recurrence,significantly improving patient outcomes.However,intensive surveillance strategies have shown mixed results compared to less intensive methods,emphasizing the necessity for personalized,risk-adapted approaches.The observed suboptimal adherence to existing surveillance protocols underscores the urgent need for more tailored and efficient strategies.In this context,circulating tumor DNA(ctDNA)emerges as a promising biomarker with significant potential to revolutionize post-treatment surveillance,demonstrating high specificity[0.95,95%confidence interval(CI):0.91-0.97]and robust diagnostic odds(37.6,95%CI:20.8-68.0)for recurrence detection.Furthermore,artificial intelligence and machine learning models integrating patient-specific and tumor features can enhance risk stratification and optimize surveillance strategies.The reported area under the receiver operating characteristic curve,measuring artificial intelligence model performance in predicting CRC recurrence,ranged from 0.581 and 0.593 at the lowest to 0.979 and 0.978 at the highest in training and validation cohorts,respectively.Despite this promise,addressing cost,accessibility,and extensive validation remains crucial for equitable integration into clinical practice. 展开更多
关键词 Colorectal cancer Post-treatment surveillance tumor recurrence Follow-up protocols Circulating tumor DNA Artificial intelligence
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Characterization of subepithelial tumors of upper gastrointestinal tract by endoscopic ultrasound 被引量:1
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作者 Santosh Shenoy 《World Journal of Gastroenterology》 2025年第19期116-119,共4页
In this article we comment on the paper by Xu et al describing retrospective data on endoscopic treatment outcome of esophageal gastrointestinal stromal tumors(GISTs).Esophageal GIST is a rare type of mesenchymal tumo... In this article we comment on the paper by Xu et al describing retrospective data on endoscopic treatment outcome of esophageal gastrointestinal stromal tumors(GISTs).Esophageal GIST is a rare type of mesenchymal tumor.GISTs originate from the interstitial cells of Cajal,which are pacemaker cells involved in gut motility.GISTs are most commonly found in the stomach and small intestine,but esophageal involvement is rare.Esophageal GISTs account for<1%of all GISTs.Endoscopic resection remains the mainstay for small,localized tumors with excellent outcomes.However,larger tumors may require multidisciplinary strategies to provide the best oncological outcomes.Here,we discuss the usefulness of endoscopic ultrasound(EUS)of subepithelial tumors of the upper gastrointestinal tract.EUS is a crucial tool in the diagnosis,staging,and management of subepithelial masses.Given the subepithelial nature of these tumors,standard endoscopy is not adequate,making EUS essential for a comprehensive assessment.EUS provides accurate tumor size assessment and enables fine needle aspirations guided biopsy,for treatment planning. 展开更多
关键词 Subepithelial tumors Esophageal gastrointestinal stromal tumors Endoscopic ultrasound Artificial intelligence Endoscopic resection
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The implications of single-cell RNA-seq analysis in prostate cancer:unraveling tumor heterogeneity,therapeutic implications and pathways towards personalized therapy 被引量:1
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作者 De-Chao Feng Wei-Zhen Zhu +8 位作者 Jie Wang Deng-Xiong Li Xu Shi Qiao Xiong Jia You Ping Han Shi Qiu Qiang Wei Lu Yang 《Military Medical Research》 2025年第2期220-241,共22页
In recent years,advancements in single-cell and spatial transcriptomics,which are highly regarded developments in the current era,particularly the emerging integration of single-cell and spatiotemporal transcriptomics... In recent years,advancements in single-cell and spatial transcriptomics,which are highly regarded developments in the current era,particularly the emerging integration of single-cell and spatiotemporal transcriptomics,have enabled a detailed molecular comprehension of the complex regulation of cell fate.The insights obtained from these methodologies are anticipated to significantly contribute to the development of personalized medicine.Currently,single-cell technology is less frequently utilized for prostate cancer compared with other types of tumors.Start-ing from the perspective of RNA sequencing technology,this review outlined the signifcance of single-cell RNA sequencing(scRNA-seq)in prostate cancer research,encompassing preclinical medicine and clinical applications.We summarize the differences between mouse and human prostate cancer as revealed by scRNA-seq studies,as well as a combination of multi-omics methods involving scRNA-seq to highlight the key molecular targets for the diagnosis,treatment,and drug resistance characteristics of prostate cancer.These studies are expected to provide novel insights for the development of immunotherapy and other innovative treatment strategies for castration-resistant prostate cancer.Furthermore,we explore the potential clinical applications stemming from other single-cell technologies in this review,paving the way for future research in precision medicine. 展开更多
关键词 Prostate cancer Single-cell RNA sequencing(scRNA-seq) tumor microenvironment tumor heterogeneity Treatment resistance Precision medicine
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Congenital Intracranial Tumors:Prenatal Diagnosis by Fetal Magnetic Resonance Imaging 被引量:1
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作者 Jing-Ya Ren Hui Ji +1 位作者 Ming Zhu Su-Zhen Dong 《iRADIOLOGY》 2025年第3期203-208,共6页
Fetal intracranial tumors are rare,accounting for approximately 0.5%–1.9%of all pediatric tumors,though the true incidence may be underestimated.These tumors often present with distinct histopathological features,ima... Fetal intracranial tumors are rare,accounting for approximately 0.5%–1.9%of all pediatric tumors,though the true incidence may be underestimated.These tumors often present with distinct histopathological features,imaging characteristics,and clinical behavior compared to their postnatal counterparts.This review summarizes the current understanding of the prenatal diagnosis and characterization of fetal brain tumors,with a particular focus on the role of fetal magnetic resonance imaging(MRI).We discuss the advantages of advanced MR sequences in enhancing lesion detection and anatomical delineation following suspicious findings on obstetric ultrasound.Common tumor types encountered in utero—including teratomas,as-trocytomas,medulloblastomas,choroid plexus papillomas,and craniopharyngiomas—are reviewed in terms of imaging fea-tures,differential diagnosis,and clinical implications.Furthermore,the review addresses the diagnostic challenges,prognostic considerations,and the potential role of fetal MRI in guiding perinatal management and parental counseling. 展开更多
关键词 BRAIN CONGENITAL FETUS magnetic resonance imaging tumor
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Predictive value of magnetic resonance imaging parameters combined with tumor markers for rectal cancer recurrence risk after surgery 被引量:1
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作者 Lei Wu Jing-Jie Zhu +2 位作者 Xiao-Han Liang He Tong Yan Song 《World Journal of Gastrointestinal Surgery》 2025年第2期161-172,共12页
BACKGROUND An increasing number of studies to date have found preoperative magnetic resonance imaging(MRI)features valuable in predicting the prognosis of rectal cancer(RC).However,research is still lacking on the cor... BACKGROUND An increasing number of studies to date have found preoperative magnetic resonance imaging(MRI)features valuable in predicting the prognosis of rectal cancer(RC).However,research is still lacking on the correlation between preoperative MRI features and the risk of recurrence after radical resection of RC,urgently necessitating further in-depth exploration.AIM To investigate the correlation between preoperative MRI parameters and the risk of recurrence after radical resection of RC to provide an effective tool for predicting postoperative recurrence.METHODS The data of 90 patients who were diagnosed with RC by surgical pathology and underwent radical surgical resection at the Second Affiliated Hospital of Bengbu Medical University between May 2020 and December 2023 were collected through retrospective analysis.General demographic data,MRI data,and tumor markers levels were collected.According to the reviewed data of patients six months after surgery,the clinicians comprehensively assessed the recurrence risk and divided the patients into high recurrence risk(37 cases)and low recurrence risk(53 cases)groups.Independent sample t-test andχ2 test were used to analyze differences between the two groups.A logistic regression model was used to explore the risk factors of the high recurrence risk group,and a clinical prediction model was constructed.The clinical prediction model is presented in the form of a nomogram.The receiver operating characteristic curve,Hosmer-Lemeshow goodness of fit test,calibration curve,and decision curve analysis were used to evaluate the efficacy of the clinical prediction model.RESULTS The detection of positive extramural vascular invasion through preoperative MRI[odds ratio(OR)=4.29,P=0.045],along with elevated carcinoembryonic antigen(OR=1.08,P=0.041),carbohydrate antigen 125(OR=1.19,P=0.034),and carbohydrate antigen 199(OR=1.27,P<0.001)levels,are independent risk factors for increased postoperative recurrence risk in patients with RC.Furthermore,there was a correlation between magnetic resonance based T staging,magnetic resonance based N staging,and circumferential resection margin results determined by MRI and the postoperative recurrence risk.Additionally,when extramural vascular invasion was integrated with tumor markers,the resulting clinical prediction model more effectively identified patients at high risk for postoperative recurrence,thereby providing robust support for clinical decision-making.CONCLUSION The results of this study indicate that preoperative MRI detection is of great importance for predicting the risk of postoperative recurrence in patients with RC.Monitoring these markers helps clinicians identify patients at high risk,allowing for more aggressive treatment and monitoring strategies to improve patient outcomes. 展开更多
关键词 Rectal cancer Magnetic resonance imaging RECURRENCE Prediction model tumor markers
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Cytoplasmic and nuclear programmed death ligand 1 expression in peritumoral stromal cells in breast cancer:Prognostic and predictive value 被引量:1
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作者 Evgeniya Yu Zubareva Marina A Senchukova Natalia V Saidler 《World Journal of Experimental Medicine》 2025年第2期150-170,共21页
BACKGROUND Breast cancer(BC)continues to occupy a leading position in terms of morbidity and mortality from malignant neoplasms among the female population.One of the promising markers associated with BC progression i... BACKGROUND Breast cancer(BC)continues to occupy a leading position in terms of morbidity and mortality from malignant neoplasms among the female population.One of the promising markers associated with BC progression is programmed death ligand 1(PD-L1).Previously,we investigated PD-L1 expression in BC via a new antibody against programmed cell death protein 1 ligand 1(PDCD1 LG1)and reported that high PDCD1 LG1 expression in tumor cells is an independent factor for a high risk of regional metastasis in patients with BC.However,the prognostic significance of PDCD1 LG1 expression in BC stromal cells has not been adequately studied.AIM To study the features of PDCD1 LG1 expression in BC stromal cells and its relationship with BC clinicopathological characteristics.METHODS In a prospective single-center observational study,tumor samples from 148 patients with newly diagnosed BC were examined.The tumor sections were immunohistochemically stained with antibodies against PDCD1 LG1.In the tumor samples,the PDCD1 LG1-positive lymphocyte(PDCD1 LG1+LF)score,presence of nuclear PDCD1 LG1 expression in the LFs,PDCD1 LG1 expression in polymorphic cell infiltrates(PDCD1 LG1+polymorphic cell infiltrates[PCIs]),and cells of the fibroblastic stroma and endothelial cells of the tumor microvessels were assessed.Statistical analyses were performed using Statistica 10.0 software.RESULTS A PDCD1 LG1+LF score≥3 was detected more often at stages N0 and N3 than at N1 and N2(P=0.03).Moderate and pronounced PDCD1 LG1+PCIs and the presence of PDCD1 LG1+fibroblastic stroma were associated with negative estrogen receptor status(P=0.0008 and P=0.03,respectively),human epidermal growth factor receptor 2-positive(HER2+)BC(P<0.00001 and P=0.0005),and luminal B HER2+,non-luminal HER2+and triple-negative BC(P<0.00001 and P=0.004).The risk of metastasis to regional lymph nodes(RLNs)depend on lymphovascular invasion(LVI)and the PDCD1 LG1+LF score.In the absence of LVI and a PDCD1 LG1+LF score<3 or≥3,metastases in RLNs were absent in 66.6%and 93.9%of patients with BC,respectively.In the presence of LVI and a PDCD1 LG1+LF score<3 or≥3,metastases in RLNs were detected in 82.6%and 92.7%of patients with BC,respectively.CONCLUSION The results indicated that the combined assessment of the PDCD1 LG1+LF score and LVI can improve the accuracy of predicting the risk of metastasis to RLNs in patients with BC. 展开更多
关键词 Breast cancer Programmed death-ligand 1 Regional metastasis tumor stroma
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Oncogenic and tumor-suppressive roles of Lipocalin 2(LCN2)in tumor progression 被引量:1
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作者 BAOXING HUANG ZICHANG JIA +3 位作者 CHENCHEN FU MOXIAN CHEN ZEZHUO SU YUNSHENG CHEN 《Oncology Research》 2025年第3期567-575,共9页
Lipocalin-2(LCN2)is a member of the lipocalin superfamily with multiple functions and can participate in the transport of a variety of small lipophilic ligands in vivo.LCN2 is significantly expressed in various tumors... Lipocalin-2(LCN2)is a member of the lipocalin superfamily with multiple functions and can participate in the transport of a variety of small lipophilic ligands in vivo.LCN2 is significantly expressed in various tumors and plays an important role in regulating tumor cell proliferation,invasion,and metastasis.The specific actions of LCN2 in tumors may vary depending on the particular type of cancer involved.In this review,we provide an extensive overview of the transcriptional and post-transcriptional regulation of LCN2 in health and disease.Furthermore,we summarize the impact of LCN2 dysregulation in a broad range of tumors.Lastly,we examine the mechanisms of action of LCN2 during tumorigenesis,progression,and metastasis.Understanding the complex relationships between LCN2 and tumor development,progression,and metastasis is vital for advancing our knowledge of cancer biology,developing biomarkers for diagnosis and clinical decision-making,and creating therapeutic strategies to improve the management of patients with cancer. 展开更多
关键词 tumor progression Gene regulation ONCOGENESIS Lipocalin 2(LCN2)
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High-Precision Brain Tumor Segmentation using a Progressive Layered U-Net(PLU-Net)with Multi-Scale Data Augmentation and Attention Mechanisms on Multimodal Magnetic Resonance Imaging 被引量:1
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作者 Noman Ahmed Siddiqui Muhammad Tahir Qadri +1 位作者 Muhammad Ovais Akhter Zain Anwar Ali 《Instrumentation》 2025年第1期77-92,共16页
Brain tumors present significant challenges in medical diagnosis and treatment,where early detection is crucial for reducing morbidity and mortality rates.This research introduces a novel deep learning model,the Progr... Brain tumors present significant challenges in medical diagnosis and treatment,where early detection is crucial for reducing morbidity and mortality rates.This research introduces a novel deep learning model,the Progressive Layered U-Net(PLU-Net),designed to improve brain tumor segmentation accuracy from Magnetic Resonance Imaging(MRI)scans.The PLU-Net extends the standard U-Net architecture by incorporating progressive layering,attention mechanisms,and multi-scale data augmentation.The progressive layering involves a cascaded structure that refines segmentation masks across multiple stages,allowing the model to capture features at different scales and resolutions.Attention gates within the convolutional layers selectively focus on relevant features while suppressing irrelevant ones,enhancing the model's ability to delineate tumor boundaries.Additionally,multi-scale data augmentation techniques increase the diversity of training data and boost the model's generalization capabilities.Evaluated on the BraTS 2021 dataset,the PLU-Net achieved state-of-the-art performance with a dice coefficient of 0.91,specificity of 0.92,sensitivity of 0.89,Hausdorff95 of 2.5,outperforming other modified U-Net architectures in segmentation accuracy.These results underscore the effectiveness of the PLU-Net in improving brain tumor segmentation from MRI scans,supporting clinicians in early diagnosis,treatment planning,and the development of new therapies. 展开更多
关键词 brain tumor segmentation MRI machine learning BraTS deep learning model PLU-Net
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p53:A player in the tumor microenvironment 被引量:2
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作者 SHUANG ZHAO HONGYONG WEN +3 位作者 BAIQI WANG QINGLIN XIONG LANXIN LI AILAN CHENG 《Oncology Research》 2025年第4期795-810,共16页
Approximately half of all cancers have p53 inactivating mutations,in addition to which most malignancies inactivate the p53 pathway by increasing p53 inhibitors,decreasing p53 activators,or inactivating p53 downstream... Approximately half of all cancers have p53 inactivating mutations,in addition to which most malignancies inactivate the p53 pathway by increasing p53 inhibitors,decreasing p53 activators,or inactivating p53 downstream targets.A growing number of researches have demonstrated that p53 can influence tumor progression through the tumor microenvironment(TME).TME is involved in the process of tumor development and metastasis and affects the clinical prognosis of patients.p53 participates in host immunity and engages in the immune landscape of the TME,but the specific mechanisms remain to be investigated.This review briefly explores the interactions between different states of p53 and TME components and their mechanisms,as well as their effects on tumor progression.To understand the progress of drug development and clinical studies related to p53 and tumor microenvironment. 展开更多
关键词 tumor microenvironment(TME) P53 Wild type p53 Mutant p53 Cancer therapy
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Domestic research on extra-gastrointestinal stromal tumors:A ten-year review
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作者 WANG Shengjin SUN Feng WANG Xinghong 《中南大学学报(医学版)》 北大核心 2025年第2期237-250,共14页
Objective:There is currently no consensus on whether extra-gastrointestinal stromal tumors(EGISTs)and gastrointestinal stromal tumors(GISTs)are the same type of tumor,and whether the diagnosis and treatment of EGISTs ... Objective:There is currently no consensus on whether extra-gastrointestinal stromal tumors(EGISTs)and gastrointestinal stromal tumors(GISTs)are the same type of tumor,and whether the diagnosis and treatment of EGISTs can directly replicate the current diagnostic and treatment standards for GISTs.This study aims to further elucidate the clinical and pathological characteristics,diagnosis,treatment,and prognosis of EGISTs by analyzing the research results of domestic scholars in the field of EGISTs in the past decade.Methods:A review was conducted on original Chinese and English research articles published from 2013 to 2022 focusing on EGISTs.A descriptive approach was used to extract key information from the literature,including patient demographics,tumor location,tumor diameter,mitotic figures,risk stratification,immunohistochemical markers,cell type,and prognostic factors.The data were subjected to statistical analysis.Results:A total of 12 articles containing 780 EGIST patients were included.The male-to female incidence of EGISTs was 0.92꞉1.The most common sites of EGISTs were mesentery(30.96%),peritoneum or retroperitoneum(28.53%),omentum(20.32%),and pelvic cavity(12.52%).52.77%of EGISTs had tumor diameters greater than 10 cm,and the proportions of EGISTs with nuclear fission patterns greater than 5/50 high power field(HPF)and greater than 10/50 HPF were 51.24%and 26.11%,respectively.The proportion of high-risk EGISTs was 79.05%.The positive rates of immune markers CD117,CD34,and DOG-1 in EGISTs were 82.3%,69.0%,and 79.5%,respectively.The proportion of Ki-67>5%was 49.2%,and the proportion of Ki-67>10%was 24.8%.The proportions of EGISTs in spindle cells,epithelial cells,and mixed cells were 74.4%,14.8%,and 13.1%,respectively.The diameter of the tumor,resection method,risk level,Ki-67 index,mitotic counts,presence of rupture/bleeding/necrosis/peripheral tissue invasion/recurrence and metastasis,as well as the use of imatinib treatment after surgery were important factors affecting the prognosis of EGISTs.Conclusion:Current medical research is relatively well cognizant of GISTs with primary sites in the gastrointestinal tract.Compared with GISTs,EGISTs have large tumor diameters,high mitotic counts,a high percentage of high-risk grades,relatively unique molecular expression,and high aggressiveness.EGISTs differ from GISTs in clinicopathological characteristics.Whether EGISTs and GISTs share a common origin remains unclear.If they are distinct tumor entities,separate diagnostic and treatment guidelines for EGISTs should be established.If EGISTs are ultimately confirmed to be a special subtype of GISTs,then directly applying existing GIST-based standards to EGISTs may be inappropriate.A more scientific approach would involve subclassifying EGISTs based on anatomical location and then tailoring treatment strategies accordingly with reference to GIST guidelines. 展开更多
关键词 extra-gastrointestinal stromal tumors gastrointestinal stromal tumors pathological features DIAGNOSIS treatment PROGNOSIS
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Beyond the tumor region:Peritumoral radiomics enhances prognostic accuracy in locally advanced rectal cancer 被引量:1
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作者 Zhi-Ying Liang Mao-Li Yu +11 位作者 Hui Yang Hao-Jiang Li Hui Xie Chun-Yan Cui Wei-Jing Zhang Chao Luo Pei-Qiang Cai Xiao-Feng Lin Kun-Feng Liu Lang Xiong Li-Zhi Liu Bi-Yun Chen 《World Journal of Gastroenterology》 2025年第8期49-65,共17页
BACKGROUND The peritumoral region possesses attributes that promote cancer growth and progression.However,the potential prognostic biomarkers in this region remain relatively underexplored in radiomics.AIM To investig... BACKGROUND The peritumoral region possesses attributes that promote cancer growth and progression.However,the potential prognostic biomarkers in this region remain relatively underexplored in radiomics.AIM To investigate the prognostic value and importance of peritumoral radiomics in locally advanced rectal cancer(LARC).METHODS This retrospective study included 409 patients with biopsy-confirmed LARC treated with neoadjuvant chemoradiotherapy and surgically.Patients were divided into training(n=273)and validation(n=136)sets.Based on intratumoral and peritumoral radiomic features extracted from pretreatment axial high-resolution small-field-of-view T2-weighted images,multivariate Cox models for progression-free survival(PFS)prediction were developed with or without clinicoradiological features and evaluated with Harrell’s concordance index(C-index),calibration curve,and decision curve analyses.Risk stratification,Kaplan-Meier analysis,and permutation feature importance analysis were performed.RESULTS The comprehensive integrated clinical-radiological-omics model(ModelICRO)integrating seven peritumoral,three intratumoral,and four clinicoradiological features achieved the highest C-indices(0.836 and 0.801 in the training and validation sets,respectively).This model showed robust calibration and better clinical net benefits,effectively distinguished high-risk from low-risk patients(PFS:97.2%vs 67.6%and 95.4%vs 64.8%in the training and validation sets,respectively;both P<0.001).Three most influential predictors in the comprehensive ModelICRO were,in order,a peritumoral,an intratumoral,and a clinicoradiological feature.Notably,the peritumoral model outperformed the intratumoral model(C-index:0.754 vs 0.670;P=0.015);peritumoral features significantly enhanced the performance of models based on clinicoradiological or intratumoral features or their combinations.CONCLUSION Peritumoral radiomics holds greater prognostic value than intratumoral radiomics for predicting PFS in LARC.The comprehensive model may serve as a reliable tool for better stratification and management postoperatively. 展开更多
关键词 Rectal cancer Peritumoral radiomics Intratumoral radiomics Prognosis analysis Variable importance analysis tumor microenvironment
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Red-emissive Mitochondria-targeting Iron-doped Carbon Dots for Tumor Therapy via Peroxidase-mimicking Activity-induced Ferroptosis
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作者 XUE Xiaokuang LI Jian +2 位作者 LIANG Huanyi WANG Yiying GE Jiechao 《高等学校化学学报》 北大核心 2025年第6期179-191,共13页
In this work,iron-doped carbon dots(Fe-CDs)with strong peroxidase-mimicking activity were synthesized for tumor-specific therapy.Their intrinsic red fluorescence enabled high-contrast cellular imaging,revealing prefer... In this work,iron-doped carbon dots(Fe-CDs)with strong peroxidase-mimicking activity were synthesized for tumor-specific therapy.Their intrinsic red fluorescence enabled high-contrast cellular imaging,revealing preferen⁃tial mitochondrial accumulation.In the acidic and hydrogen peroxide(H_(2)O_(2))-rich tumor microenvironment,Fe-CDs catalyzed hydroxyl radical(·OH)generation,inducing oxidative stress and lipid peroxidation,ultimately triggering ferroptosis.In vitro and in vivo studies demonstrated potent tumor inhibition.Furthermore,Fe-CDs exhibited excel⁃lent biocompatibility with no significant systemic toxicity.By integrating fluorescence imaging and catalytic therapy,this study presents a promising nanoplatform for tumor treatment and ferroptosis research. 展开更多
关键词 Carbon dots Nanozyme Mitochondria-targeting Ferroptosis tumor therapy
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Correlation between gut microbiota and tumor immune microenvironment:A bibliometric and visualized study
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作者 Zheng-Jun Hu Hui-Rong Zhu +3 位作者 Yong-Jie Jin Pan Liu Xiao-Wei Yu Yu-Ren Zhang 《World Journal of Clinical Oncology》 2025年第2期110-129,共20页
BACKGROUND In recent years,numerous reports have been published regarding the relationship between the gut microbiota and the tumor immune microenvironment(TIME).However,to date,no systematic study has been conducted ... BACKGROUND In recent years,numerous reports have been published regarding the relationship between the gut microbiota and the tumor immune microenvironment(TIME).However,to date,no systematic study has been conducted on the relationship between gut microbiota and the TIME using bibliometric methods.AIM To describe the current global research status on the correlation between gut microbiota and the TIME,and to identify the most influential countries,research institutions,researchers,and research hotspots related to this topic.METHODS We searched for all literature related to gut microbiota and TIME published from January 1,2014,to May 28,2024,in the Web of Science Core Collection database.We then conducted a bibliometric analysis and created visual maps of the published literature on countries,institutions,authors,keywords,references,etc.,using CiteSpace(6.2R6),VOSviewer(1.6.20),and bibliometrics(based on R 4.3.2).RESULTS In total,491 documents were included,with a rapid increase in the number of publications starting in 2019.The country with the highest number of publications was China,followed by the United States.Germany has the highest number of citations in literature.From a centrality perspective,the United States has the highest influence in this field.The institutions with the highest number of publications were Shanghai Jiao Tong University and Zhejiang University.However,the institution with the most citations was the United States National Cancer Institute.Among authors,Professor Giorgio Trinchieri from the National Institutes of Health has the most local impact in this field.The most cited author was Fan XZ.The results of journal publications showed that the top three journals with the highest number of published papers were Frontiers in Immunology,Cancers,and Frontiers in Oncology.The three most frequently used keywords were gut microbiota,tumor microenvironment,and immunotherapy.CONCLUSION This study systematically elaborates on the research progress related to gut microbiota and TIME over the past decade.Research results indicate that the number of publications has rapidly increased since 2019,with research hotspots including“gut microbiota”,“tumor microenvironment”and“immunotherapy”.Exploring the effects of specific gut microbiota or derived metabolites on the behavior of immune cells in the TIME,regulating the secretion of immune molecules,and influencing immunotherapy are research hotspots and future research directions. 展开更多
关键词 Gut microbiota tumor immune microenvironment BIBLIOMETRIC CITESPACE VOSviewer R-bibliometrics
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The Role of GSPT2 in Tumor Cell Cycle Regulation: Mechanisms and Clinical Significance
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作者 Yu Cai Yumei Wu 《Journal of Cancer Therapy》 2025年第1期18-27,共10页
GSPT2 (G1 to S phase transition protein 2) has emerged as a critical regulator of the cell cycle and has garnered increased attention for its role in tumor biology in recent years. This review explores the multifacete... GSPT2 (G1 to S phase transition protein 2) has emerged as a critical regulator of the cell cycle and has garnered increased attention for its role in tumor biology in recent years. This review explores the multifaceted functions of GSPT2, highlighting its involvement in cell cycle regulation and signaling pathways, as well as its potential as a tumor biomarker. By analyzing the latest research findings, we examine the expression patterns of GSPT2 across various tumor types and its correlation with clinical outcomes, underscoring its significance in tumor initiation and progression. Furthermore, we discuss the prospects of GSPT2 as a therapeutic target, providing new insights for future research directions. 展开更多
关键词 GSPT2 tumor BIOMARKER Cell Cycle SIGNALING
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HNRNPC as a pan-cancer biomarker and therapeutic target involved in tumor progression and immune regulation
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作者 YUEZHOU ZHANG ZHAO ZHANG +1 位作者 JINXIN DONG CHANGAN LIU 《Oncology Research》 SCIE 2025年第1期83-102,共20页
Background:Aberrant expression of RNA-binding proteins(RBPs)has been linked to a variety of diseases,including hematological disorders,cardiovascular diseases,and multiple types of cancer.Heterogeneous nuclear ribonuc... Background:Aberrant expression of RNA-binding proteins(RBPs)has been linked to a variety of diseases,including hematological disorders,cardiovascular diseases,and multiple types of cancer.Heterogeneous nuclear ribonucleoprotein C(HNRNPC),a member belonging to the heterogeneous nuclear ribonucleoprotein(hnRNP)family,plays a pivotal role in nucleic acid metabolism.Previous studies have underscored the significance of HNRNPC in tumorigenesis;however,its specific role in malignant tumor progression remains inadequately characterized.Methods:We leveraged publicly available databases,including The Cancer Genome Atlas(TCGA),to explore the potential involvement of HNRNPC across various cancers.Additionally,we performed experimental validation studies focused on liver cancer.Results:Our analysis revealed that HNRNPC is overexpressed in a wide range of common malignancies,including liver and lung cancers,and is strongly linked to unfavorable outcomes.Furthermore,HNRNPC was observed to be closely linked to tumor immunity.Through immune checkpoint analysis and immune cell infiltration assessment,HNRNPC emerged as a potential target for modulating tumor immunotherapy.Notably,silencing of HNRNPC markedly inhibited the proliferation,metastasis,and infiltration of liver cancer cells.Conclusion:In summary,our findings highlight HNRNPC as a prognostic marker in various cancers,including liver cancer,and suggest its involvement in shaping the tumor immune microenvironment.These insights offer potential avenues for improving clinical outcomes in tumors with elevated HNRNPC expression,particularly through immunotherapeutic strategies. 展开更多
关键词 Heterogeneous nuclear ribonucleoprotein C(HNRNPC) Pan-cancer analysis tumor immunity Prognostic biomarker Immunotherapeutic target Hepatocellular carcinoma
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Diagnosis and Management of Pediatric Brain Tumors in Togo
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作者 Agbéko Komlan Doléagbénou Ablavi Oyénitwa Solange Adani-Ifè +2 位作者 Ben Ousmane Djoubairou Ama Paula Adjidjonou Essossinam Kpélao 《Open Journal of Modern Neurosurgery》 2025年第1期56-64,共9页
Background: Pediatric brain tumors (PBT) are among the most common childhood neoplasms worldwide, but their management in low- and middle-income countries (LMICs) remains under-documented. Limited access to specialize... Background: Pediatric brain tumors (PBT) are among the most common childhood neoplasms worldwide, but their management in low- and middle-income countries (LMICs) remains under-documented. Limited access to specialized care, diagnostic tools, and adjuvant therapies poses significant challenges in sub-Saharan Africa, including Togo. Objective: This study reviews the management of pediatric brain tumors in Togo. Methods: We conducted a retrospective study in the neurosurgery department at Sylvanus Olympio Teaching Hospital between November 2017 and December 2022. Demographic, clinical, radiographic, operative, pathology, and outcome data were collected and analyzed. Results: Eighteen patients had histologically verified brain tumors. Ages ranged from 1 to 15 years (mean: 7.73 ± 4.28), with a sex ratio of 1. Symptoms of raised intracranial pressure were present in 83.4% of cases. The mean interval to presentation was 22 ± 5.32 months. Tumors were supratentorial in 66.7% of cases. Total tumor removal was achieved in 61.1%. Astrocytoma was the most common histological diagnosis, followed by ependymoma and medulloblastoma. Five patients (27.8%) died within the first month post-surgery. The estimated 5-year survival rate was 43% ± 5.4%. Conclusion: Delayed diagnosis, insufficient infrastructure, and limited access to radiotherapy and chemotherapy contribute to poor outcomes. Improving neurosurgical capacity, infrastructure, and financial support could enhance survival and outcomes for pediatric brain tumor patients in Togo. 展开更多
关键词 Pediatric Brain tumors TOGO NEUROSURGERY Sub-Saharan Africa
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Molecular Mechanisms of the CIRBP Family in Tumors: Current Status and Future Perspectives
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作者 Yu Cai Tingting Wang Yuan Zhan 《Journal of Cancer Therapy》 2025年第2期63-76,共14页
The Cold-Inducible RNA-Binding Protein (CIRBP) family plays a pivotal role in cellular stress responses and tumorigenesis. Recent studies have increasingly highlighted the expression alterations of CIRBP family member... The Cold-Inducible RNA-Binding Protein (CIRBP) family plays a pivotal role in cellular stress responses and tumorigenesis. Recent studies have increasingly highlighted the expression alterations of CIRBP family members across various cancer types and their potential molecular mechanisms. This review provides a comprehensive overview of the structural characteristics and functions of the CIRBP family, alongside their expression profiles in tumors and the regulatory molecular mechanisms involved. By synthesizing current knowledge, this review aims to offer new insights and directions for future cancer therapies, emphasizing the importance of CIRBP proteins in oncological research. 展开更多
关键词 CIRBP Family tumorS Molecular Mechanisms RNA-Binding Proteins Cellular Stress
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