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Navigator-Assisted Hypofractionation Program Survey Validation for African American Breast Cancer Patients. 非裔美国乳腺癌患者导航辅助低分割程序调查验证。
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-31 DOI: 10.1097/COC.0000000000001242
Louisa Onyewadume, Ursula Burnette, Laura E Flores, Shearwood McClelland Iii
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引用次数: 0
Concurrent Trastuzumab Deruxtecan and Radiation Therapy in HER2-positive and HER2-low Metastatic Breast Cancer: Assessing the Efficacy. 同时曲妥珠单抗德鲁西替康和放疗治疗her2阳性和her2低转移性乳腺癌:评估疗效。
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-16 DOI: 10.1097/COC.0000000000001237
Jihane Bouziane, Pierre Loap, Sofiane Allali, Laurence Escalup, Jean-Yves Pierga, Youlia Kirova

The combination in patients with HER2-positive and HER2-low metastatic breast cancer (MBC) of Concurrent Trastuzumab Deruxtecan (T-DXd) and Radiation Therapy (RT) is not enough studied. We conducted a retrospective study including patients treated between 11/2020 and 01/2024. Patients with HER2-positive and HER2-low MBC who received concurrent T-DXd and RT were identified. Data on patient demographics, treatment regimens, radiation doses, toxicity profiles, efficacy, and treatment discontinuations were collected. The toxicities were graded using CTCAE V5.0. Population of 33 patients with HER2-positive and HER2-low MBC who underwent concurrent T-DXd&RT, were studied. The median follow-up (FU) was 14 months. There were 39.4 partial remissions and 9.4 attained complete remission. In addition, 39.4% experienced stable disease, and 12.1% faced disease progression necessitating a change in therapy. Safety assessment revealed that acute toxicities were mainly associated with systemic treatment. Survival analysis showed 11 deaths (33.3%) during the FU period, with a median overall survival of 26 months and median progression-free survival of 12 months. The combination of T-DXd with RT in demonstrates promising efficacy with a manageable safety profile. Further studies are warranted to fully elucidate the potential synergistic effects of this treatment regimen and its impact on patient outcome.

her2阳性和her2低转移性乳腺癌(MBC)患者联合使用曲妥珠单抗(T-DXd)和放射治疗(RT)的研究还不够。我们进行了一项回顾性研究,纳入了2020年11月至2024年1月期间接受治疗的患者。确定同时接受T-DXd和RT治疗的her2阳性和her2低MBC患者。收集了患者人口统计学、治疗方案、辐射剂量、毒性概况、疗效和治疗中断的数据。采用CTCAE V5.0进行毒性分级。对33例同时行T-DXd&RT的her2阳性和her2低水平MBC患者进行了研究。中位随访(FU)为14个月。39.4例部分缓解,9.4例完全缓解。此外,39.4%的患者病情稳定,12.1%的患者病情进展,需要改变治疗方案。安全性评估显示急性毒性主要与全身治疗有关。生存分析显示,在FU期间有11例死亡(33.3%),中位总生存期为26个月,中位无进展生存期为12个月。T-DXd联合RT显示出良好的疗效和可控的安全性。需要进一步的研究来充分阐明这种治疗方案的潜在协同效应及其对患者预后的影响。
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引用次数: 0
Overactive Bladder Symptoms in Cancer Patients Undergoing Chemotherapy. 接受化疗的癌症患者膀胱过度活动症状
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-03 DOI: 10.1097/COC.0000000000001227
Margaret Lotz, Sarah Keates, Danielle Carr, Nabila Noor, Veronica Demtchouk, David Zurakowski, Steven J Staffa, William Winkelman, Lisa Weissmann, Susan Pories, Eman Elkadry

Objectives: To determine if chemotherapy contributes to the development of overactive bladder (OAB) in female cancer patients.

Methods: A prospective, longitudinal study was conducted from 2017 to 2023 at Mount Auburn Hospital to assess the effects of chemotherapy on the development of OAB. Sixty-five female patients diagnosed with nonmetastatic breast cancer, lung cancer, or lymphoma were asked to complete 5 validated questionnaires regarding bladder symptoms just before starting chemotherapy and again at 6 weeks, 3 months, 6 months, and 12 months.

Results: Fifty-eight patients completed the study. Overall, we detected no significant increase in OAB symptoms at any time point relative to baseline. However, an analysis of the data according to different chemotherapy regimens revealed that patients being treated with human epidermal growth factor receptor-2 (HER2) monoclonal antibodies, either trastuzumab alone or in combination with pertuzumab, had significantly higher scores on the questionnaires after the start of chemotherapy. When the HER2-treatment group was further subdivided, we found that patients receiving both monoclonal antibodies, trastuzumab, and pertuzumab, reported more significant urinary tract discomfort and changes in quality of life, particularly at the 6-month and 12-month time points.

Conclusions: We conclude from our study that women receiving both trastuzumab and pertuzumab for HER2-positive breast cancer may experience an increase in OAB symptoms during the course of their treatment.

目的:探讨化疗是否与女性肿瘤患者膀胱过动症(OAB)的发生有关。方法:2017 - 2023年在Mount Auburn医院进行前瞻性、纵向研究,评估化疗对OAB发展的影响。65名确诊为非转移性乳腺癌、肺癌或淋巴瘤的女性患者被要求在开始化疗前完成5份关于膀胱症状的有效问卷,并在6周、3个月、6个月和12个月时再次填写。结果:58例患者完成了研究。总体而言,我们在任何时间点均未检测到OAB症状相对于基线的显著增加。然而,根据不同化疗方案的数据分析显示,接受人表皮生长因子受体-2 (HER2)单克隆抗体治疗的患者,无论是单曲妥珠单抗还是联合帕妥珠单抗,在化疗开始后的问卷得分明显更高。当her2治疗组进一步细分时,我们发现接受单抗曲妥珠单抗和帕妥珠单抗的患者报告更明显的尿路不适和生活质量变化,特别是在6个月和12个月的时间点。结论:我们从我们的研究中得出结论,接受曲妥珠单抗和帕妥珠单抗治疗her2阳性乳腺癌的女性在治疗过程中可能会出现OAB症状的增加。
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引用次数: 0
Risk Factors for Postoperative Venous Thromboembolism in Patients With Gynecologic Malignancies: A Meta-analysis. 妇科恶性肿瘤患者术后静脉血栓栓塞的危险因素:荟萃分析
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-01 Epub Date: 2025-07-07 DOI: 10.1097/COC.0000000000001232
Tingting Zhang, Zhuoxia Chen, Haina Fu

To systematically evaluate the risk factors for postoperative complications of venous thromboembolism in patients with gynecologic malignancies. Cohort studies and case-control studies on the risk factors of postoperative venous thromboembolism in gynecologic malignancy patients were included in the search of China Knowledge, Wanfang, Wipro, China Biomedical Literature Database, PubMed, Cochrane Library, Embase, and Web of Science databases from inception to March 2025, and were analyzed. Studies. Data were statistically analyzed using RevMan 5.2 software. A total of 19 studies involving 123,329 patients with gynecologic malignancies were included. The analysis showed that advanced age (OR=3.08, 95% CI=2.85-3.32, P <0.00001), open surgery (OR=9.18, 95% CI=2.38-35.34, P =0.001), high surgical complexity (OR=9.97, 95% CI=5.80-17.15, P <0.00001), and surgical duration (OR=3.33, 95% CI=2.97-3.73, P <0.00001), high BMI (OR=4.77, 95% CI=3.47-6.57, P <0.00001), comorbidities (OR=21.02, 95% CI=8.72-50.70, P <0.00001), and prolonged bed rest in the postoperative period ( OR=25.16, 95% CI=10.32-61.32, P <0.00001), high intraoperative bleeding (OR=107.53, 95% CI=17.71-652.85, P <0.00001), and high D-dimer level (OR=5.55, 95% CI=3.27-9.43, P <0.00001), advanced tumor stage (OR=7.58, 95% CI=2.22-25.90, P =0.001), high tumor grade (OR=27.67, 95% CI=8.39-91.18, P <0.00001), and occurrence of lymph node metastasis (OR=31.21, 95% CI=9.54-102.15, P <0.00001) were all were risk factors for postoperative venous thrombosis in patients with gynecologic malignancies. Clinical staff should take into account the 12 risk factors identified in this study to actively identify gynecologic malignant tumor patients at high risk for venous thromboembolism after surgery and provide targeted measures to prevent or reduce the risk of postoperative DVT.

目的:系统评价妇科恶性肿瘤患者静脉血栓栓塞术后并发症的危险因素。检索中国知识、万方、Wipro、中国生物医学文献库、PubMed、Cochrane图书馆、Embase、Web of Science等数据库,自成立之日起至2025年3月,对妇科恶性肿瘤患者术后静脉血栓栓塞危险因素的队列研究和病例对照研究进行分析。研究。数据采用RevMan 5.2软件进行统计分析。共纳入19项研究,涉及123329例妇科恶性肿瘤患者。分析显示高龄患者(OR=3.08, 95% CI=2.85 ~ 3.32, P
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引用次数: 0
ACR-ARS Practice Parameter for the Performance of Stereotactic Body Radiation Therapy. 立体定向放射治疗的ACR-ARS实践参数。
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-01 Epub Date: 2025-06-23 DOI: 10.1097/COC.0000000000001224
Samuel T Chao, Aviva Berkowitz, Eleanor E R Harris, Mark A Henderson, Simon S Lo, Matthew Pacella, Joshua Palmer, Hina Saeed, Charles B Simone, Benjamin P Ziemer, William Small, Naomi R Schechter

Objectives: This practice parameter was revised collaboratively by the American College of Radiology (ACR) and American Radium Society (ARS). Stereotactic body radiation therapy (SBRT) precisely delivers higher dose(s) of radiation in 5 of fewer fractions, compared with conventional radiation. Given the complexity and technical nature of this treatment technique, practice parameters are needed to provide guidance to physicians and physicists.

Methods: This practice parameter was developed according to the process described under the heading The Process for Developing ACR Practice Parameters and Technical Standards on the ACR website ( https://www.acr.org/Clinical-Resources/Practice-Parameters-and-Technical-Standards ) by the Committee on Practice Parameters-Radiation Oncology of the ACR Commission on Radiation Oncology in collaboration with the ARS.

Results: Workflow, qualifications/responsibilities of personnel, quality control, and treatment delivery/verification are reviewed. Notable elements of SBRT include image guidance, immobilization, and motion management, with the treatment planning goal of minimizing the volume of normal tissue exposed to medium and high dose levels and maximizing dose safely to the target. Specialized training is encouraged, as some technologies are not used in standard treatments.

Conclusions: This practice parameter provides direction on key components recommended for SBRT and may be used as a guide to physicians and physicists wanting to provide this treatment to their patients.

目的:该实践参数由美国放射学会(ACR)和美国镭学会(ARS)共同修订。与传统放射相比,立体定向全身放射治疗(SBRT)以更少的5分之一精确地提供更高剂量的放射。鉴于这种治疗技术的复杂性和技术性,需要实践参数来为医生和物理学家提供指导。方法:该实践参数是由ACR放射肿瘤学委员会的实践参数-放射肿瘤学委员会与ARS合作,根据ACR网站(https://www.acr.org/Clinical-Resources/Practice-Parameters-and-Technical-Standards)上“制定ACR实践参数和技术标准的过程”标题下描述的过程制定的。结果:回顾了工作流程、人员资格/职责、质量控制和治疗交付/验证。SBRT的重要元素包括图像引导、固定和运动管理,治疗计划的目标是使暴露在中、高剂量水平下的正常组织体积最小化,并使安全剂量最大化。由于一些技术不用于标准治疗,因此鼓励进行专门培训。结论:该实践参数为SBRT推荐的关键成分提供了指导,并可作为医生和物理学家希望为患者提供这种治疗的指南。
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引用次数: 0
ACR-ABS-ACNM-ARS-SIR-SNMMI Practice Parameter for Radioembolization of Liver Malignancies. 肝恶性肿瘤放射栓塞的ACR-ABS-ACNM-ARS-SIR-SNMMI实践参数
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2026-01-01 Epub Date: 2025-09-03 DOI: 10.1097/COC.0000000000001234
Thor Johnson, Benjamin O Spieler, Beau B Toskich, David S Wang, Michael R Folkert, Suzanne Russo, Navesh K Sharma, Charles Y Kim, Chadwick L Wright, S Cheenu Kappadath, Khashayar Farsad, Saima Muzahir, Anupama Chundury, Ephraim E Parent, Terence T Sio, Gustavo A Mercier, Munir V Ghesani, Rathan M Subramaniam, Drew Caplin, William Small, Naomi R Schechter

Objectives: The practice parameter was revised collaboratively by the American College of Radiology (ACR), the American Brachytherapy Society (ABS), the American College of Nuclear Medicine (ACNM), the American Radium Society (ARS), the Society of Interventional Radiology (SIR), and the Society of Nuclear Medicine and Molecular Imaging (SNMMI). This document summarizes current evidence-based guidelines for the administration of Yttrium radioembolic therapy to the liver, including training requirements, evidence-based guidelines for administration, and safe practice for administration.

Methods: This practice parameter was revised according to the process described under the heading The Process for Developing ACR Practice Parameters and Technical Standards on the ACR website ( https://www.acr.org/ClinicalResources/Practice-Parameters-and-Technical-Standards ) by the Committee on Practice Parameters-Interventional and Cardiovascular Radiology of the ACR Commission on Interventional and Cardiovascular, Committee on Practice Parameters and Technical Standards-Nuclear Medicine and Molecular Imaging of the ACR Commission on Nuclear Medicine and Molecular Imaging and the Committee on Practice Parameters-Radiation Oncology of the ACR Commission on Radiation Oncology in collaboration with the ABS, the ACNM, the ARS, the SIR, and the SNMMI.

Results: This review seeks not to be a comprehensive discussion of radiotherapy to the liver, but rather, seeks to provide a parameter for safe and effective therapy. We discuss the qualifications of physicians involved in this therapy, basic indications, contraindications, procedural work-up, safe-handling, and regulatory requirement for the administration of selective internal radiation therapy to patients that are likely to benefit. The goal of this document is not to define which patients are best treated by these therapies, as this is best determined for individual patients after multidisciplinary review. A consistent and evidence-based approach to therapy, however, would benefit all patients who are offered this therapy. This document seeks to provide a framework for current best practices for the administration of the 2 currently available radioembolization devices.

Conclusions: As Yttrium-90 radiotherapy to the liver occupies a growing role in the treatment of primary and metastatic liver cancer, this review seeks to assist clinicians of all involved specialties to optimize the efficacy and safety of these procedures.

目的:实践参数由美国放射学会(ACR)、美国近距离放射治疗学会(ABS)、美国核医学学会(ACNM)、美国镭学会(ARS)、介入放射学会(SIR)和核医学与分子成像学会(SNMMI)共同修订。本文件总结了目前肝脏钇放射栓塞治疗的循证指南,包括培训要求、循证给药指南和安全给药实践。方法:ACR介入和心血管委员会介入和心血管放射学实践参数委员会根据ACR网站(https://www.acr.org/ClinicalResources/Practice-Parameters-and-Technical-Standards)上“制定ACR实践参数和技术标准的过程”标题下描述的过程对该实践参数进行了修订。ACR核医学和分子成像委员会的核医学和分子成像实践参数和技术标准委员会和ACR放射肿瘤学委员会的放射肿瘤学实践参数委员会与ABS、ACNM、ARS、SIR和SNMMI合作。结果:本综述的目的不是对肝脏放疗进行全面的讨论,而是为安全有效的治疗提供一个参数。我们讨论了参与这种治疗的医生的资格,基本适应症,禁忌症,程序检查,安全处理,以及对可能受益的患者进行选择性内部放射治疗的监管要求。本文的目的不是确定哪些患者最好接受这些疗法,因为这是在多学科审查后对个别患者最好的确定。然而,一个一致的、基于证据的治疗方法将使所有接受这种治疗的患者受益。本文件旨在为目前可用的两种放射栓塞装置的管理提供一个最佳实践框架。结论:随着肝脏放射治疗钇-90在原发性和转移性肝癌的治疗中发挥越来越大的作用,本综述旨在帮助所有相关专业的临床医生优化这些手术的疗效和安全性。
{"title":"ACR-ABS-ACNM-ARS-SIR-SNMMI Practice Parameter for Radioembolization of Liver Malignancies.","authors":"Thor Johnson, Benjamin O Spieler, Beau B Toskich, David S Wang, Michael R Folkert, Suzanne Russo, Navesh K Sharma, Charles Y Kim, Chadwick L Wright, S Cheenu Kappadath, Khashayar Farsad, Saima Muzahir, Anupama Chundury, Ephraim E Parent, Terence T Sio, Gustavo A Mercier, Munir V Ghesani, Rathan M Subramaniam, Drew Caplin, William Small, Naomi R Schechter","doi":"10.1097/COC.0000000000001234","DOIUrl":"10.1097/COC.0000000000001234","url":null,"abstract":"<p><strong>Objectives: </strong>The practice parameter was revised collaboratively by the American College of Radiology (ACR), the American Brachytherapy Society (ABS), the American College of Nuclear Medicine (ACNM), the American Radium Society (ARS), the Society of Interventional Radiology (SIR), and the Society of Nuclear Medicine and Molecular Imaging (SNMMI). This document summarizes current evidence-based guidelines for the administration of Yttrium radioembolic therapy to the liver, including training requirements, evidence-based guidelines for administration, and safe practice for administration.</p><p><strong>Methods: </strong>This practice parameter was revised according to the process described under the heading The Process for Developing ACR Practice Parameters and Technical Standards on the ACR website ( https://www.acr.org/ClinicalResources/Practice-Parameters-and-Technical-Standards ) by the Committee on Practice Parameters-Interventional and Cardiovascular Radiology of the ACR Commission on Interventional and Cardiovascular, Committee on Practice Parameters and Technical Standards-Nuclear Medicine and Molecular Imaging of the ACR Commission on Nuclear Medicine and Molecular Imaging and the Committee on Practice Parameters-Radiation Oncology of the ACR Commission on Radiation Oncology in collaboration with the ABS, the ACNM, the ARS, the SIR, and the SNMMI.</p><p><strong>Results: </strong>This review seeks not to be a comprehensive discussion of radiotherapy to the liver, but rather, seeks to provide a parameter for safe and effective therapy. We discuss the qualifications of physicians involved in this therapy, basic indications, contraindications, procedural work-up, safe-handling, and regulatory requirement for the administration of selective internal radiation therapy to patients that are likely to benefit. The goal of this document is not to define which patients are best treated by these therapies, as this is best determined for individual patients after multidisciplinary review. A consistent and evidence-based approach to therapy, however, would benefit all patients who are offered this therapy. This document seeks to provide a framework for current best practices for the administration of the 2 currently available radioembolization devices.</p><p><strong>Conclusions: </strong>As Yttrium-90 radiotherapy to the liver occupies a growing role in the treatment of primary and metastatic liver cancer, this review seeks to assist clinicians of all involved specialties to optimize the efficacy and safety of these procedures.</p>","PeriodicalId":50812,"journal":{"name":"American Journal of Clinical Oncology-Cancer Clinical Trials","volume":" ","pages":"10-24"},"PeriodicalIF":1.8,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144977642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual Inhibition of HER2 and VEGF Pathways in Breast Cancer: A Meta-analysis of Outcomes. 乳腺癌中HER2和VEGF通路的双重抑制:结果的荟萃分析
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2025-12-29 DOI: 10.1097/COC.0000000000001293
Zaheer Qureshi, Abdur Jamil, Kazi Samsuddoha, Navkirat Kahlon, Millicent Amankwah

Objectives: The vascular endothelial growth factor (VEGF) pathway plays a crucial part in tumor angiogenesis by enhancing the creation of new blood vessels that supply oxygen. Breast cancer cells with overexpressed human epidermal growth factor receptor 2 (HER2) usually produce high levels of VEGF, because HER2 signaling upregulates VEGF expression. We aim to investigate the clinical benefit of VEGF and HER2 inhibitors in the treatment of breast cancer.

Methods: A systematic search for records from inception until January 2025 was conducted in PubMed, Web of Science, MEDLINE, Scopus, and Google Scholar. The primary endpoint of the present review was the overall response rate (ORR), and the secondary endpoints were complete response (CR) and partial response (PR).

Results: Five distinct clinical trials enrolling 307 women with HER2-positive breast cancer were included in the present meta-analysis. The pooled analysis revealed that the ORR of breast cancer patients treated with anti-HER2 combined with anti-VEGF was 31.9% (95% CI: 21.6%-44.2%). Moreover, 4.9% of patients treated with anti-HER2 combined with anti-VEGF achieved CR, and 32.6% achieved PR. Data from 2 included trials also showed that patients treated with lapatinib and pazopanib had significantly higher response rates than patients receiving lapatinib alone (OR: 2.21; 95% CI: 1.15-4.22; P = 0.017).

Conclusions: Dual inhibition of HER2 and VEGF demonstrated promising responses, with 31.9% of patients achieving ORR. Furthermore, the combined targeting of HER2 and VEGF, with lapatinib and pazopanib results in better responses than monotherapy targeting of HER2 with lapatinib.

目的:血管内皮生长因子(VEGF)通路在肿瘤血管生成中起着至关重要的作用,它通过促进新血管的生成来提供氧气。人表皮生长因子受体2 (HER2)过表达的乳腺癌细胞通常会产生高水平的VEGF,这是因为HER2信号上调了VEGF的表达。我们的目的是研究VEGF和HER2抑制剂治疗乳腺癌的临床获益。方法:系统检索PubMed、Web of Science、MEDLINE、Scopus、谷歌Scholar等数据库自成立以来至2025年1月的记录。本综述的主要终点是总缓解率(ORR),次要终点是完全缓解(CR)和部分缓解(PR)。结果:五项不同的临床试验纳入了307名her2阳性乳腺癌妇女,纳入了本荟萃分析。合并分析显示,抗her2联合抗vegf治疗乳腺癌患者的ORR为31.9% (95% CI: 21.6%-44.2%)。此外,抗her2联合抗vegf治疗的患者达到CR的比例为4.9%,达到PR的比例为32.6%。2项纳入的试验数据也显示,拉帕替尼和帕唑帕尼联合治疗的患者的缓解率明显高于单独接受拉帕替尼治疗的患者(OR: 2.21; 95% CI: 1.15-4.22; P = 0.017)。结论:HER2和VEGF的双重抑制显示出良好的反应,31.9%的患者达到ORR。此外,拉帕替尼和帕唑帕尼联合靶向HER2和VEGF的疗效优于拉帕替尼单药靶向HER2的疗效。
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引用次数: 0
AI-Enabled Early Detection of Chemo-Induced Cardiotoxicity Patterns Using ECG Time Series Data: A Simulated Oncology Framework. 使用ECG时间序列数据的人工智能早期检测化学诱导的心脏毒性模式:模拟肿瘤学框架。
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1097/COC.0000000000001280
Kamal Upreti, Jossy P George, Khushboo Malik, G V Radhakrishnan, Agnieszka Góra-Błaszczykowska

Objectives: Chemotherapy-induced cardiotoxicity is still a major clinical problem, usually appearing subclinically before structural or symptomatic cardiac dysfunction appears. Standard surveillance methods use imaging and biomarkers, which are time-intensive and money-intensive and can only identify damage at more advanced levels. Electrocardiography (ECG) provides a low-cost, non-invasive method that can detect early electrophysiological changes but is not fully utilized in cardio-oncology. The present work was designed to build an explainable machine learning model for predicting chemo-like cardiotoxicity patterns at an early stage from single-lead ECG signals.

Methods: A public ECG data set (n=4997 segments) underwent preprocessing and was converted to 18 temporal, morphologic, and spectral features. Two ensemble learning algorithms-Random Forest and XGBoost-were trained and validated with stratified splits. Model performance was assessed with ROC-AUC, PR-AUC, and F1-score with 1000 bootstrap resampling. Feature interpretability was evaluated through permutation importance and SHAP analysis.

Results: Both models scored near-perfect classification (ROC-AUC and PR-AUC>0.99, F1-score ≈ 0.986). Spectral entropy, band3 (high-energy frequency), QT surrogate, and peak count were the top features ranking alongside early cardiotoxicity indicators like repolarization instability and autonomic imbalance.

Conclusions: The feature-driven, interpretable ML architecture suggested here shows that single-lead ECG has the potential to be an affordable and clinically relevant tool for the early detection of chemotherapy-induced cardiotoxicity. The method provides a feasible route toward implementation in precision cardio-oncology, particularly in resource-poor or ambulatory environments.

目的:化疗引起的心脏毒性仍然是一个主要的临床问题,通常在出现结构性或症状性心功能障碍之前出现亚临床症状。标准的监测方法使用成像和生物标志物,这既耗时又费钱,而且只能识别更高级的损伤。心电图(ECG)提供了一种低成本、无创的方法,可以检测早期电生理变化,但在心脏肿瘤学中尚未得到充分利用。目前的工作旨在建立一个可解释的机器学习模型,用于从单导联心电图信号中预测早期化学样心脏毒性模式。方法:对公开的心电图数据集(n=4997段)进行预处理,并将其转换为18个时间、形态和频谱特征。随机森林和xgboost两种集成学习算法通过分层分割进行训练和验证。采用ROC-AUC、PR-AUC和f1评分(1000次bootstrap重采样)评估模型性能。通过排列重要性和SHAP分析评估特征可解释性。结果:两种模型均获得接近完美的分类(ROC-AUC和PR-AUC>0.99, F1-score≈0.986)。光谱熵、band3(高能频率)、QT替代指标和峰值计数是与复极化不稳定和自主神经失衡等早期心脏毒性指标并列的主要特征。结论:本文提出的特征驱动、可解释的ML结构表明,单导联心电图有可能成为一种经济实惠的临床相关工具,用于化疗引起的心脏毒性的早期检测。该方法为精确心脏肿瘤学的实施提供了可行的途径,特别是在资源贫乏或流动环境中。
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引用次数: 0
Accurate Lung Cancer Prediction From CT Scans Using Advanced Deep Learning Methods. 利用先进的深度学习方法从CT扫描中准确预测肺癌。
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1097/COC.0000000000001286
Anand Sharma, Narendra M Kandoi

Objectives: Accurate lung cancer prediction from CT scans using advanced deep learning methods is crucial for improving early diagnosis and treatment outcomes, as it harnesses innovative algorithms to enhance the detection and classification of malignant lesions in imaging data. The comprehensive approach for accurate lung cancer prediction from CT scans using advanced deep learning methods. Lung cancer remains one of the leading causes of cancer-related deaths globally, emphasizing the need for early and precise diagnosis.

Methods: They propose a multistage framework that integrates state-of-the-art techniques, including hybrid Graph Convolutional Networks (GCNs) and Conditional Random Fields (CRFs) for image segmentation, followed by an innovative feature extraction pipeline utilizing Capsule Networks (CapsNets), Siamese Neural Networks, and Hybrid Deep Autoencoders. This combination allows for the effective identification of lung regions and the detection of potential lesions, ensuring high segmentation accuracy and robustness against noise.

Results: The feature extraction implements a refined classification strategy that merges a Hybrid CNN-Transformer Model with Graph Neural Networks (GNNs). This dual approach leverages CNNs for capturing local patterns and transformers for modelling long-range dependencies, enhancing the ability to recognize subtle features indicative of malignancies. GNNs further contribute by modelling spatial and relational information among extracted features, facilitating a deeper understanding of the lung's complex anatomic structures.

Conclusions: The proposed technique also leads with 91%, compared with LSTM's 80%, FNN's 70%, and RNN's 70%, highlighting its ability to minimize false positives, implemented using Python software. The future scope for accurate lung cancer prediction from CT scans using advanced deep learning methods includes the development of more sophisticated algorithms that integrate multimodal imaging data, enhancing diagnostic precision, and personalization of treatment plans.

目的:利用先进的深度学习方法从CT扫描中准确预测肺癌,对于提高早期诊断和治疗效果至关重要,因为它利用创新的算法来增强成像数据中恶性病变的检测和分类。利用先进的深度学习方法从CT扫描中准确预测肺癌的综合方法。肺癌仍然是全球癌症相关死亡的主要原因之一,这强调了早期和精确诊断的必要性。方法:他们提出了一个多阶段框架,该框架集成了最先进的技术,包括用于图像分割的混合图卷积网络(GCNs)和条件随机场(CRFs),其次是利用胶囊网络(CapsNets)、暹罗神经网络和混合深度自动编码器的创新特征提取管道。这种组合允许有效识别肺区域和检测潜在病变,确保高分割精度和抗噪声的鲁棒性。结果:特征提取实现了一种将混合CNN-Transformer模型与图神经网络(GNNs)相结合的精细分类策略。这种双重方法利用cnn捕获局部模式和转换器建模远程依赖关系,增强识别指示恶性肿瘤的细微特征的能力。gnn通过对提取特征之间的空间和关系信息进行建模,进一步促进对肺复杂解剖结构的更深入理解。结论:与LSTM的80%、FNN的70%和RNN的70%相比,所提出的技术也领先91%,突出了其使用Python软件实现的最大限度地减少误报的能力。利用先进的深度学习方法从CT扫描中准确预测肺癌的未来范围包括开发更复杂的算法,集成多模态成像数据,提高诊断精度和个性化治疗计划。
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引用次数: 0
Transcranial Magnetic Stimulation (TMS) in Cancer Care: A Scoping Review of Safety and Efficacy. 经颅磁刺激(TMS)治疗癌症:安全性和有效性的范围审查。
IF 1.8 4区 医学 Q4 ONCOLOGY Pub Date : 2025-12-26 DOI: 10.1097/COC.0000000000001290
Marie McLaughlin, Ethan Berry, Nilihan N E M Sanal-Hayes

Cancer remains a growing global health burden, with many survivors experiencing significant psychological symptoms such as fatigue, pain, anxiety, and depression. Noninvasive brain stimulation techniques such as rTMS have gained attention for their potential to modulate neural circuits implicated in pain perception, mood regulation, and fatigue. This scoping review aims to explore the current application, safety, and effectiveness of Transcranial Magnetic Stimulation (TMS) as a potential intervention to alleviate cancer-related and treatment-induced psychological symptoms. This scoping review followed Arksey and O'Malley's 5-stage framework and adhered to PRISMA-ScR guidelines. The review identified, selected, and charted data from eligible studies across 5 databases to explore the effects of repeated transcranial magnetic stimulation on individuals living with cancer. Between 2010 and 2025, 17 studies investigated rTMS in cancer populations, including single-arm trials, sham-controlled RCTs, case studies, and retrospective observational studies, with sample sizes ranging from 1 to 66 participants (total n=406). Participants were predominantly female (65.9%) and had diverse cancer types, stages, and treatment statuses, including completed treatment, active therapy, and palliative care. rTMS protocols varied in duration (5 d to 6 wk), session frequency, intensity (70% to 120% RMT), and coil placement, targeting motor cortex, dorsolateral prefrontal cortex, or frontoparietal networks. Safety outcomes were favorable, with no serious adverse events reported and only mild, transient side effects, though one case of postoperative seizure was noted. rTMS was generally feasible and well-tolerated, with participants reporting positive experiences and high adherence. Key efficacy findings included improvements in depression, anxiety, pain, quality of life, motor function, and chemotherapy-induced neuropathy, although follow-up periods and outcome measures were heterogeneous across studies. rTMS appears safe and promising for managing cancer-related symptoms, but larger, standardized, sham-controlled trials with long-term follow-up are needed to confirm its clinical value.

癌症仍然是一个日益严重的全球健康负担,许多幸存者经历了严重的心理症状,如疲劳、疼痛、焦虑和抑郁。非侵入性脑刺激技术(如rTMS)因其调节与疼痛感知、情绪调节和疲劳有关的神经回路的潜力而受到关注。本综述旨在探讨经颅磁刺激(TMS)作为缓解癌症相关和治疗引起的心理症状的潜在干预手段的应用、安全性和有效性。该范围审查遵循Arksey和O'Malley的5阶段框架,并遵守PRISMA-ScR指南。该综述从5个数据库中确定、选择并绘制了符合条件的研究数据,以探索反复经颅磁刺激对癌症患者的影响。2010年至2025年间,17项研究调查了癌症人群的rTMS,包括单臂试验、假对照随机对照试验、病例研究和回顾性观察性研究,样本量从1到66名参与者(总n=406)。参与者主要是女性(65.9%),具有不同的癌症类型、分期和治疗状态,包括完成治疗、积极治疗和姑息治疗。rTMS方案在持续时间(5天至6周)、会话频率、强度(70%至120% RMT)和线圈放置方面有所不同,针对运动皮层、背外侧前额叶皮层或额顶叶网络。安全性结果是有利的,没有严重的不良事件报告,只有轻微的,短暂的副作用,尽管有一例术后癫痫发作。rTMS总体上是可行且耐受性良好的,参与者报告了积极的体验和高依从性。主要的疗效发现包括抑郁、焦虑、疼痛、生活质量、运动功能和化疗引起的神经病变的改善,尽管各研究的随访期和结果测量存在差异。rTMS在治疗癌症相关症状方面似乎是安全且有希望的,但需要更大规模、标准化、长期随访的假对照试验来证实其临床价值。
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American Journal of Clinical Oncology-Cancer Clinical Trials
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