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Immunomodulatory Effect of First-Line Cisplatin Versus Carboplatin in Response to Second-Line Nivolumab Therapy in Metastatic Non-Small Cell Lung Cancer. 转移性非小细胞肺癌二线纳沃单抗治疗后一线顺铂与卡铂的免疫调节作用
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1080/07357907.2025.2598042
Orhun Akdogan, Hatice Bolek, Kadriye Baskurt, Busra Akay Hacan, Osman Sutcuoglu, Kadriye Bir Yucel, Berna Oksuzoglu, Cengiz Karacin, Hakan Akbulut, Fatih Gürler, Nuriye Yildirim Ozdemir, Ahmet Ozet, Ozan Yazıcı

Background: Non-small cell lung cancer (NSCLC) treatment often involves a combination of first-line immunotherapy (IO) and chemotherapy, with platinum-based regimens as alternatives. Nivolumab monotherapy is a widely used second-line treatment post-platinum chemotherapy. This is the first study to explore the immunomodulatory effects of cisplatin in advanced NSCLC patients receiving nivolumab.

Methods: This retrospective study included 186 metastatic NSCLC patients from four centers in Turkey. All patients received nivolumab after progression on platinum-based chemotherapy. Multivariate Cox regression was performed to identify independent prognostic factors for progression-free survival (PFS) and overall survival (OS).

Results: Patients treated with cisplatin-based chemotherapy (n = 91) had significantly longer median PFS (7.2 months vs. 4.9 months, p = 0.034) and OS (16.0 months vs. 9.9 months, p = 0.014) compared to those treated with carboplatin (n = 95). Cisplatin-based chemotherapy and ECOG performance status were identified as independent prognostic factors for both PFS and OS.

Conclusion: This study highlights the potential immunomodulatory effects of cisplatin, demonstrating improved survival outcomes in NSCLC patients treated with nivolumab. Specifically, our results reveal cisplatin's unique capacity to modulate the tumor microenvironment, offering a novel avenue for optimizing checkpoint inhibitor therapy. These findings underscore the importance of platinum selection in enhancing immunotherapy efficacy and provide a basis for prospective studies to refine clinical guidelines.

背景:非小细胞肺癌(NSCLC)的治疗通常包括一线免疫治疗(IO)和化疗的联合,以铂为基础的方案作为替代方案。纳武单抗单药治疗是铂化疗后广泛使用的二线治疗。这是首个探索顺铂在接受纳武单抗治疗的晚期NSCLC患者中的免疫调节作用的研究。方法:这项回顾性研究包括来自土耳其四个中心的186例转移性非小细胞肺癌患者。所有患者在铂基化疗进展后均接受纳武单抗治疗。采用多变量Cox回归来确定无进展生存期(PFS)和总生存期(OS)的独立预后因素。结果:与接受卡铂治疗的患者(n = 95)相比,接受顺铂化疗的患者(n = 91)的中位PFS(7.2个月对4.9个月,p = 0.034)和OS(16.0个月对9.9个月,p = 0.014)明显更长。以顺铂为基础的化疗和ECOG表现状态被确定为PFS和OS的独立预后因素。结论:这项研究强调了顺铂潜在的免疫调节作用,证明了接受纳武单抗治疗的非小细胞肺癌患者的生存结果得到改善。具体来说,我们的研究结果揭示了顺铂调节肿瘤微环境的独特能力,为优化检查点抑制剂治疗提供了新的途径。这些发现强调了铂选择在提高免疫治疗疗效方面的重要性,并为前瞻性研究提供了基础,以完善临床指南。
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引用次数: 0
The Impact and Evaluation of Immune Checkpoint Inhibitors on Clinical Survival in Patients with Advanced Osteosarcoma: A Systematic Review and Meta-Analysis. 免疫检查点抑制剂对晚期骨肉瘤患者临床生存的影响和评价:一项系统综述和荟萃分析
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1080/07357907.2025.2599376
Yanbing Li, Zijun Li, Lingyu Cai

Osteosarcoma is an aggressive bone cancer primarily affecting children and adolescents, with low survival rates in advanced stages. A systematic review and meta-analysis were conducted following PRISMA guidelines to evaluate the impact of ICIs on survival and toxicity in advanced osteosarcoma. ICIs show potential in treating advanced osteosarcoma but are associated with significant toxicity and uncertain survival benefits. Further research is needed to define their role and identify biomarkers for predicting response. Close monitoring for adverse events is essential.

骨肉瘤是一种侵袭性骨癌,主要影响儿童和青少年,晚期生存率低。根据PRISMA指南进行了系统回顾和荟萃分析,以评估ICIs对晚期骨肉瘤患者生存和毒性的影响。ICIs显示出治疗晚期骨肉瘤的潜力,但与显著的毒性和不确定的生存效益相关。需要进一步的研究来确定它们的作用并确定预测反应的生物标志物。密切监测不良事件至关重要。
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引用次数: 0
Combination Hormonal Drug Therapy Inhibits In Vitro Growth of Adult Ovarian Granulosa Tumor Cells. 激素药物联合治疗对卵巢颗粒瘤细胞体外生长的抑制作用。
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1080/07357907.2025.2599380
Rebekah M Summey, Marissa Iden, Shirng-Wern Tsaih, Rachel Schmidt, Deepak Parashar, Shunping Wang, Janet S Rader, Elizabeth Hopp

This study investigated the mechanism of action and in vitro efficacy of an anti-hormonal combination drug regimen in treating adult-type granulosa cell tumors of the ovary (AGCT). Using patient-derived and commercial AGCT cell lines, the IC50 values of bicalutamide, anastrozole, and leuprolide acetate were established alone and in combination via cell proliferation assays. Averaged across cell lines, IC50 was determined for bicalutamide (IC50: 7.3 µM) and anastrozole (IC50: 6.2 µM). Minimal effect was seen with leuprolide acetate alone. Suppression of proliferation was increased with the combination of an antiandrogen and an aromatase inhibitor. RNA was extracted from treated and untreated cells. RNA sequencing of cells treated with both anastrozole and darolutamide suggested downregulation of pathways involved in DNA synthesis, cell cycle regulation, and chromosomal organization. MHC I activity and DNA damage response were upregulated. This anti-hormonal drug regimen for AGCT merits prospective investigation.

本研究探讨了抗激素联合用药方案治疗成人型卵巢颗粒细胞瘤(AGCT)的作用机制和体外疗效。使用患者来源的和商业化的AGCT细胞系,通过细胞增殖试验分别建立比卡鲁胺、阿那曲唑和醋酸leuprolide的IC50值。测定比卡鲁胺(IC50: 7.3µM)和阿那曲唑(IC50: 6.2µM)的IC50在细胞系间的平均值。单独使用醋酸leuprolide效果最小。抗雄激素和芳香酶抑制剂联合使用可增加对增殖的抑制。从处理和未处理的细胞中提取RNA。用阿那曲唑和达洛鲁胺处理的细胞的RNA测序表明,参与DNA合成、细胞周期调节和染色体组织的途径下调。MHC I活性和DNA损伤反应上调。这种抗激素药物治疗AGCT值得进行前瞻性研究。
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引用次数: 0
Identification and Validation of a Prognostic Risk-Scoring Model Based on LATS2 Expression in Acute Myeloid Leukemia. 基于急性髓系白血病LATS2表达的预后风险评分模型的鉴定和验证。
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1080/07357907.2025.2599383
Bin Liu, Jian Zhang, Jing Wang, Qian Wang, Xiaoman Liu, Hui Sun

Acute myeloid leukemia (AML)'s treatment and remission remains unsatisfactory. A prognostic risk-scoring model containing seven signature genes (POU3F1, RPGR, PTP4A3, SOCS1, FAM83G, GREB1 and COL2A1), was developed by LASSO-Cox regression analysis. In the training set, the test group, area under the curve values of 1, 3, and 5 years were 0.876, 0.877, 0.937, and 0.974, 0.878, 0.976 respectively, which indicates a good predictive efficacy. In the two external GEO (GSE71014 and GSE6891) datasets, area under the curve values of 1, 3, 5 years were 0.847, 0.857, 0.822, and 0.830, 0.863, 0.891 respectively. Our seven signature genes containing risk-scoring model performed excellently in evaluating the OS of AML patients.

急性髓性白血病(AML)的治疗和缓解仍不令人满意。采用LASSO-Cox回归分析,建立了包含POU3F1、RPGR、PTP4A3、SOCS1、FAM83G、GREB1和COL2A1 7个特征基因的预后风险评分模型。在训练集中,试验组1年、3年、5年曲线下面积分别为0.876、0.877、0.937,0.974、0.878、0.976,预测效果较好。在两个外部GEO (GSE71014和GSE6891)数据集中,1、3、5年曲线下面积分别为0.847、0.857、0.822和0.830、0.863、0.891。我们的七个特征基因包含风险评分模型在评估AML患者的OS方面表现出色。
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引用次数: 0
Diagnostic Costs of Metastatic and Unknown Primary Cancers in Alberta, Canada, 2017-2021. 2017-2021年加拿大艾伯塔省转移性和未知原发癌症的诊断成本
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1080/07357907.2025.2599381
A Waye, N Thanh, A Scott, T Bond, D Stewart

Given the aggressive symptomatic nature of Cancer of Unknown Primary (CUP) and non-standardized diagnostic approaches, it is expected that the cost of CUP diagnosis is higher than other cancers. This study aims to investigate the diagnostic costs of CUP as compared to other types of metastatic cancer and non-metastatic cancers over a 5-year period in the provincial health authority of Alberta, Canada. Health service utilization (inpatient, outpatient, physician services) and associated costs were compared in the 6-months prior to the diagnostic date, to the baseline period for CUP and non-CUP patients. Costs were estimated using claims amounts paid to physicians and by multiplying the resource intensity weight with the cost per standard hospital stay in Alberta. Diagnostics for CUP cost $9005 per-patient, which were 1.8x more costly than other metastatic cancers ($5027). These higher costs were driven by a large proportion of patients being diagnosed in hospital. Our findings revealed that the per-patient cost of a CUP hospital diagnosis ($13,925) was 10x that of a CUP community diagnosis ($1225) and community diagnosis of a stage IV cancer ($1426). Potential benefits exist in streamlining efforts to diagnose early, improve patient health outcomes, and reduce overall system costs of diagnosing CUP.

考虑到未知原发癌(CUP)的侵袭性症状和非标准化的诊断方法,预计CUP的诊断成本高于其他癌症。本研究旨在调查在加拿大阿尔伯塔省卫生当局的5年期间,与其他类型的转移性癌症和非转移性癌症相比,CUP的诊断费用。将诊断日期前6个月的保健服务利用率(住院、门诊、医生服务)和相关费用与CUP和非CUP患者的基线期进行比较。费用是通过向医生支付的索赔金额和将资源强度权重乘以艾伯塔省每次标准住院的费用来估计的。CUP的诊断费用为每位患者9005美元,比其他转移性癌症(5027美元)高出1.8倍。这些较高的费用是由很大比例的患者在医院诊断造成的。我们的研究结果显示,每名患者在医院诊断的费用(13,925美元)是在社区诊断(1225美元)和社区诊断IV期癌症(1426美元)的10倍。在简化早期诊断工作、改善患者健康结果和降低诊断CUP的总体系统成本方面存在潜在的好处。
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引用次数: 0
Cancer Inducing Role of BK Polyomavirus Large T Antigen: Molecular Signaling View. BK多瘤病毒大T抗原的致癌作用:分子信号传导观点。
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1080/07357907.2025.2599382
Maryam Rahimi Foroudi, Ramin Yaghobi, Afsoon Afshari, Jamshid Roozbeh

The BK polyomavirus (BKPyV), a ubiquitous human pathogen, has garnered significant attention for its potential oncogenic role, particularly in immunocompromised populations such as transplant recipients. This review synthesizes current evidence on the molecular mechanisms underlying BKPyV-associated carcinogenesis, with a focus on the viral Large T antigen (LT-Ag). LT-Ag drives oncogenic transformation primarily by inactivating tumor suppressor proteins p53 and pRb, disrupting cell cycle regulation, and inhibiting apoptosis. Additionally, it dysregulates critical signaling pathways, including Wnt/β-catenin, PI3K/Akt/mTOR, Ras/Raf/MAPK, and STAT-3, which collectively promote uncontrolled proliferation, survival, and genomic instability. A hallmark of BKPyV's oncogenicity is its capacity to integrate into the host genome, often near tumor suppressor loci, further amplifying chromosomal damage. Clinically, BKPyV has been implicated in urothelial carcinoma, renal cell carcinoma, and prostate cancer, with viral DNA and LT-Ag detected in 20-50% of tumor specimens from kidney transplant recipients (KTRs). However, epidemiological data remain contentious, as studies in immunocompetent cohorts report inconsistent associations, and viral presence in non-neoplastic tissues complicates causal interpretations. This duality BKPyV as both a latent commensal and a potential oncogenic driver underscores the need for nuanced investigation into host-virus interactions, particularly in the context of immunosuppression. Emerging diagnostic approaches, such as next-generation sequencing to map viral integration sites, and therapeutic strategies targeting LT-Ag-mediated pathways hold promise for early detection and intervention. By bridging molecular insights with clinical observations, this review advocates for longitudinal studies to clarify BKPyV's role in carcinogenesis and to refine management protocols for high-risk populations, ultimately mitigating the burden of virus-associated malignancies.

BK多瘤病毒(BKPyV)是一种普遍存在的人类病原体,因其潜在的致瘤作用而引起了极大的关注,特别是在免疫功能低下的人群中,如移植受体。本文综述了目前关于bkpyv相关癌变的分子机制的证据,重点是病毒大T抗原(LT-Ag)。LT-Ag主要通过灭活肿瘤抑制蛋白p53和pRb、破坏细胞周期调节和抑制细胞凋亡来驱动致癌转化。此外,它还会失调关键信号通路,包括Wnt/β-catenin、PI3K/Akt/mTOR、Ras/Raf/MAPK和STAT-3,这些信号通路共同促进不受控制的增殖、存活和基因组不稳定。BKPyV致癌性的一个标志是它能够整合到宿主基因组中,通常在肿瘤抑制位点附近,进一步放大染色体损伤。临床上,BKPyV与尿路上皮癌、肾细胞癌和前列腺癌有关,在肾移植受者(KTRs)的20-50%的肿瘤标本中检测到病毒DNA和LT-Ag。然而,流行病学数据仍然存在争议,因为在免疫能力强的队列中进行的研究报告了不一致的关联,并且病毒在非肿瘤组织中的存在使因果解释复杂化。BKPyV作为潜在的共体和潜在的致癌驱动因子的双重特性强调了对宿主-病毒相互作用进行细致研究的必要性,特别是在免疫抑制的背景下。新兴的诊断方法,如绘制病毒整合位点的新一代测序,以及针对lt - ag介导途径的治疗策略,都为早期发现和干预提供了希望。通过将分子见解与临床观察相结合,本综述提倡进行纵向研究,以阐明BKPyV在癌变中的作用,并完善高危人群的管理方案,最终减轻病毒相关恶性肿瘤的负担。
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引用次数: 0
CHEK2 Germline Variants and Their Clinical Implications: Experience from a Turkish Hereditary Cancer Cohort. CHEK2种系变异及其临床意义:来自土耳其遗传性癌症队列的经验
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-19 DOI: 10.1080/07357907.2025.2600078
Zehra Manav Yigit, Osman Semih Dikbas, Fatih Mergen, Gokay Bozkurt, Evren Gumus

CHEK2 is a moderate-penetrance tumor suppressor gene primarily linked to hereditary breast cancer, yet growing evidence implicates it in a wider tumor spectrum. Data from underrepresented populations, such as Türkiye, remains limited. We retrospectively analyzed 895 individuals referred for hereditary cancer evaluation between 2019 and 2025 who underwent multigene panel testing. Germline CHEK2 variants were identified using the Hereditary Cancer Solution Kit (Sophia Genetics) and classified per ACMG guidelines. Clinical, tumor, and histopathological data were reviewed. Twenty-four carriers (83.3% female) were detected: 45.8% harbored pathogenic, 41.6% likely pathogenic, and 12.5% variant of uncertain significance. Breast cancer was the most frequent (66.6%), followed by bladder cancer (8.3%), with isolated cases of ovarian, cervical, lung, papillary thyroid cancers, parathyroid adenoma, and thymoma. Missense variants predominated (75%), clustering in the FHA (66.6%) and kinase (33.4%) domains. Recurrent c.470T > C and c.1427C > T variants comprised 41.6% of all cases. Our findings highlight variant- and sex-specific patterns and underscore the relevance of population-based data in refining cancer risk assessment and management of CHEK2 carriers.

CHEK2是一种中等外显率的肿瘤抑制基因,主要与遗传性乳腺癌有关,但越来越多的证据表明它存在于更广泛的肿瘤谱中。来自代表性不足的人群的数据,如 rkiye,仍然有限。我们回顾性分析了895名在2019年至2025年间接受多基因小组检测的遗传性癌症评估患者。使用遗传性癌症解决方案试剂盒(Sophia Genetics)鉴定种系CHEK2变异,并根据ACMG指南进行分类。回顾了临床、肿瘤和组织病理学资料。检出携带者24例(女性83.3%),其中携带致病性45.8%,可能致病性41.6%,意义不确定变异12.5%。最常见的是乳腺癌(66.6%),其次是膀胱癌(8.3%),个别病例有卵巢癌、宫颈癌、肺癌、甲状腺乳头状癌、甲状旁腺瘤和胸腺瘤。错义变异占主导地位(75%),聚集在FHA(66.6%)和激酶(33.4%)结构域。复发性C . 470t>0c和C . 1427c>t变异占所有病例的41.6%。我们的研究结果强调了变异和性别特异性模式,并强调了基于人群的数据在改进CHEK2携带者的癌症风险评估和管理中的相关性。
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引用次数: 0
Post-Marketing Safety of Tazemetostat in Antitumor Therapy: A Real-World Pharmacovigilance Study of the FDA Adverse Event Reporting System. 他泽美他汀在抗肿瘤治疗中的上市后安全性:FDA不良事件报告系统的现实世界药物警戒研究。
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-19 DOI: 10.1080/07357907.2025.2598038
Chunyong Xia, Jie Liu, Lanxin Hu, Jun Chen, Lei Zhang

Background: Tazemetostat is an oral inhibitor of enhancer of zeste homolog 2 (EZH2) and is used for the treatment of epithelioid sarcoma (ES) and follicular lymphoma (FL). In this study, we investigated the adverse events (AEs) of tazemetostat based on real data from the U.S Food and Drug Administration(FDA) Adverse Event Reporting System (FAERS).

Methods: To quantify the signals of AEs associated with tazemetostat, we employed disproportionality analyze, including the reporting odds ratio (ROR), proportional reporting ratio (PRR), Bayesian confidence propagation neural network (BCPNN), and multi-item gamma Poisson shrinker (MGPS) algorithms.

Results: A total of 7,133,678 reports of AEs were collected from the FAERS database, of which 1,110 reports were identified with tazemetostat as the "primary suspect (PS)". A total of 32 significant disproportionality preferred terms(PTs) conforming to the four algorithms were simultaneously retained. There were multiple unexpected AEs caused by tazemetostat that were not mentioned in the label yet, including pleural effusion (ROR = 3.84, PRR = 3.83, IC = 3.83, IBGM = 1.94), lymphadenopathy (ROR = 3.88, PRR = 3.88, IC = 3.87, IBGM = 1.95) and taste disorder(ROR = 20.48, PRR = 20.23, IC = 20.16, IBGM = 4.33). Additionally, the majority of tazemetostat-associated AEs occurred within the first month of treatment initiation (n = 126, 49.8%).

Conclusion: Clinicians need to monitor safety for tazemetostat during the first 30 days and pay more attention to new AE signals.

背景:他zemetostat是一种zeste同源物增强剂2 (EZH2)的口服抑制剂,用于治疗上皮样肉瘤(ES)和滤泡性淋巴瘤(FL)。在本研究中,我们根据美国食品和药物管理局(FDA)不良事件报告系统(FAERS)的真实数据调查了他泽美他汀的不良事件(ae)。方法:为了量化tazemetostat相关ae的信号,我们采用了歧化分析,包括报告优势比(ROR)、比例报告比(PRR)、贝叶斯置信传播神经网络(BCPNN)和多项目伽玛泊松收缩(MGPS)算法。结果:FAERS数据库共收集到7133678例ae报告,其中1110例报告以他泽美他汀为“主要怀疑(PS)”。同时保留符合四种算法的32个显著歧化优先项(PTs)。他zemetostat引起的意外不良反应有多种,未在标签中提及,包括胸腔积液(ROR = 3.84, PRR = 3.83, IC = 3.83, IBGM = 1.94)、淋巴结病变(ROR = 3.88, PRR = 3.88, IC = 3.87, IBGM = 1.95)和味觉障碍(ROR = 20.48, PRR = 20.23, IC = 20.16, IBGM = 4.33)。此外,大多数与他泽美司他相关的不良事件发生在治疗开始的第一个月内(n = 126, 49.8%)。结论:临床医生需要在用药前30天监测他泽他司他的安全性,并关注新的AE信号。
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引用次数: 0
Breast Cancer Detection in Mammography Images Using Transfer Learning Model. 基于迁移学习模型的乳房x光图像乳腺癌检测。
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-19 DOI: 10.1080/07357907.2025.2599378
Ranjini K, Mouleeswaran S K

Breast cancer remains a significant global health concern, emphasizing the need for advanced and accurate diagnostic tools. This research paper focuses on the application of a Transfer Learning model for the detection of breast cancer in mammography images. Leveraging the power of deep learning, Transfer Learning enables the utilization of pre-trained models on large datasets, optimizing performance even with limited data availability. The study employs a diverse dataset comprising mammography images from various sources, ensuring a comprehensive representation of breast cancer cases. A Convolutional Neural Network (CNN) architecture, pre-trained on a vast dataset, is fine-tuned using the mammography dataset to harness its feature extraction capabilities for breast cancer detection. This approach allows the model to learn intricate patterns and abnormalities indicative of malignancies. Key steps involve the pre-processing of mammography images to enhance the quality and extraction of relevant features through the Transfer Learning model. The research investigates the model's efficacy in distinguishing between benign and malignant cases, evaluating its accuracy, sensitivity, specificity, and precision. The research proposed EfficientNet B3 with a DenseNet transfer learning model for classifying mammography images into benign or malignant categories. Also, the impact of varying architectures and hyperparameters on the model's performance is explored for optimization. Results demonstrate promising outcomes, with the Transfer Learning model exhibiting a high degree of accuracy in breast cancer detection. The model's ability to generalize across diverse datasets underscores its robustness and potential for real-world clinical applications. Visions gained from this research contribute to the ongoing discourse on the integration of advanced technologies in breast cancer diagnostics. This research signifies a crucial step towards enhancing the accuracy and efficiency of breast cancer detection, emphasizing the potential of Transfer Learning in revolutionizing mammography-based diagnostic approaches. Findings show that the EfficientNet-B3 and DenseNet have loss values ranging between 0.9, while VGG16's loss values are significantly higher, ranging from 7. The findings hold implications for improving early detection, facilitating timely interventions, and ultimately advancing outcomes for individuals at risk of breast cancer.

乳腺癌仍然是一个重大的全球健康问题,强调需要先进和准确的诊断工具。本文的研究重点是将迁移学习模型应用于乳房x线摄影图像中乳腺癌的检测。利用深度学习的力量,迁移学习可以在大型数据集上使用预训练的模型,即使在有限的数据可用性下也能优化性能。该研究采用了一个多样化的数据集,包括来自不同来源的乳房x光检查图像,以确保全面代表乳腺癌病例。卷积神经网络(CNN)架构在一个庞大的数据集上进行了预训练,使用乳房x光检查数据集进行微调,以利用其特征提取能力进行乳腺癌检测。这种方法允许模型学习复杂的模式和恶性肿瘤的异常指示。关键步骤包括乳房x光图像的预处理,以提高质量,并通过迁移学习模型提取相关特征。本研究考察了该模型在区分良性和恶性病例方面的功效,评估了其准确性、敏感性、特异性和精确性。该研究提出了effentnet B3和DenseNet迁移学习模型,用于将乳房x光检查图像分为良性或恶性类别。此外,还探讨了不同的体系结构和超参数对模型性能的影响,以进行优化。结果表明,迁移学习模型在乳腺癌检测中显示出高度的准确性。该模型在不同数据集上的泛化能力强调了其稳健性和现实世界临床应用的潜力。从这项研究中获得的愿景有助于正在进行的关于将先进技术整合到乳腺癌诊断中的讨论。这项研究标志着朝着提高乳腺癌检测的准确性和效率迈出了关键的一步,强调了迁移学习在革新基于乳房x光检查的诊断方法方面的潜力。结果表明,EfficientNet-B3和DenseNet的损失值在0.9之间,而VGG16的损失值明显更高,在7之间。这些发现对改善早期发现、促进及时干预以及最终提高乳腺癌风险个体的预后具有重要意义。
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引用次数: 0
Risk Factors and Epidemiological Trends (1990-2021) in Esophageal Cancer Across East and South Asia. 东亚和南亚食管癌的危险因素和流行病学趋势(1990-2021年)
IF 1.9 4区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1080/07357907.2025.2600079
Lovely Jain, Vikas Singh, Shalini Singla

Esophageal cancer remains a leading cause of cancer-related morbidity and mortality worldwide, with East and South Asia bearing a disproportionate burden. Despite global declines in age-standardized rates, these regions continue to face challenges due to sociodemographic and behavioral factors. Using Global Burden of Disease 2021 data, we analyzed trends in prevalence, incidence, mortality, and Disability-Adjusted Life Years (DALYs) from 1990 to 2021, emphasizing gender disparities and risk factor contributions. East Asia showed notable progress, with China reporting a 33.96% decrease in age-standardized incidence rate (ASIR) and a 45.78% decline in age-standardized mortality rate (ASMR). Korea also demonstrated improvements, whereas Taiwan recorded only a 4.69% reduction in ASIR but a striking 141.62% rise in ASMR. In South Asia, Bangladesh achieved a 32.74% fall in ASIR and Nepal a 19.01% decline, while Pakistan reported increases in both ASIR (+8.47%) and ASMR (+8.52%). Gender analyses revealed higher ASIR and ASMR among men, except in Pakistan where chewing tobacco drove higher female rates. Tobacco use accounted for 53.1% of the burden in South Asia and 55.2% in East Asia, dominated by smoking in East Asia and chewing tobacco in South Asia. These findings highlight the need for gender-sensitive interventions, stronger tobacco control, dietary improvement, and enhanced screening.

食管癌仍然是世界范围内癌症相关发病率和死亡率的主要原因,东亚和南亚承受着不成比例的负担。尽管全球年龄标准化率下降,但由于社会人口和行为因素,这些地区继续面临挑战。利用2021年全球疾病负担数据,我们分析了1990年至2021年的患病率、发病率、死亡率和残疾调整生命年(DALYs)的趋势,强调了性别差异和风险因素的贡献。东亚取得显著进展,中国报告年龄标准化发病率(ASIR)下降33.96%,年龄标准化死亡率(ASMR)下降45.78%。韩国也表现出改善,而台湾的ASIR仅下降了4.69%,但ASMR却惊人地上升了141.62%。在南亚,孟加拉国的ASIR下降了32.74%,尼泊尔下降了19.01%,而巴基斯坦的ASIR(+8.47%)和ASMR(+8.52%)均有所增加。性别分析显示,除了巴基斯坦,男性的ASIR和ASMR比例更高,在巴基斯坦,嚼烟导致女性的ASIR和ASMR比例更高。烟草使用占南亚和东亚负担的53.1%和55.2%,主要是东亚的吸烟和南亚的嚼烟。这些发现强调需要采取对性别问题有敏感认识的干预措施、加强烟草控制、改善饮食和加强筛查。
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Cancer Investigation
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