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Prognosis and Therapy of Ovarian Cancer, Part 1: Patient Selection and Surgical Management in Advanced Ovarian Cancer - What Tools Do We Have to Make the Right Decision? 卵巢癌的预后和治疗,第一部分:晚期卵巢癌的患者选择和手术管理:我们有什么工具来做出正确的决定?
IF 1.6 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-04-14 DOI: 10.1159/000545818
Alaa El Housheimi, Sara Tato Varela, Walther C Kuhn, Walther Kuhn

Background: Ovarian cancer is the gynecological cancer with the worst overall survival worldwide. Around 70% of patients are diagnosed in an advanced stage. Since low residual tumor after surgery has been repeatedly observed to deeply affect survival, achieving complete resection of tumor with no macroscopic residual disease through primary debulking surgery (PDS) has become the standard of care in advanced ovarian cancer.

Summary: The concept of neoadjuvant chemotherapy (NACT) followed by interval debulking surgery (IDS) was introduced in order to improve resectability in patients who otherwise, due to advanced age, poor performance status, or extensive tumor burden, cannot be optimally operated. Patient-related factors like age, performance status, comorbidities, and nutritional status can all affect the survival and are all key factors in the selection process. Accurately assessing tumor extension and therefore allocating a patient to the NACT/IDS strategy is of great importance and can be achieved either through imaging (CT scan, ultrasound, MRI, PET scan) or laparoscopy using different validated laparoscopic scoring systems.

Key messages: There is sizable randomized evidence to support the NACT/IDS as an acceptable strategy in patients with advanced ovarian cancer, in whom a PDS is not possible or would have a suboptimal outcome. Patient- and tumor-related factors play a key role in allocating the right management plan to the right patient.

背景:卵巢癌是世界范围内总生存率最差的妇科肿瘤。大约70%的患者被诊断为晚期。由于多次观察到术后低残留肿瘤深刻影响生存,通过原发性减体积手术(primary debulking surgery, PDS)实现肿瘤完全切除无宏观残留病变已成为晚期卵巢癌的标准治疗。摘要:提出了新辅助化疗(NACT)后间隔减体积手术(IDS)的概念,以提高因高龄、身体状况不佳或肿瘤广泛而不能最佳手术的患者的可切除性。患者相关因素如年龄、体能状况、合并症、营养状况等都会影响患者的生存,是选择手术的关键因素。评估肿瘤扩展并因此将患者分配到NACT/IDS策略非常重要,可以通过成像(CT扫描、超声、MRI、PET扫描)或使用不同验证的腹腔镜评分系统进行腹腔镜检查。关键信息:有相当大的随机证据支持NACT/IDS作为晚期卵巢癌患者可接受的策略,其中PDS不可能或会有次优结果。患者和肿瘤相关因素在将正确的治疗方案分配给合适的患者方面起着关键作用。
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引用次数: 0
Thoracic Oncology Highlights from the European Society for Medical Oncology Annual Meeting 2024: Non-Targeted therapy in Non-Small Cell Lung Cancer, Small Cell Lung Cancer and Thymic Epithelial Tumors. 2024年欧洲医学肿瘤学会年会的胸部肿瘤学亮点:非小细胞肺癌(NSCLC)、小细胞肺癌(SCLC)和胸腺上皮肿瘤(TET)的非靶向治疗。
IF 1.6 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-04-01 DOI: 10.1159/000545493
Marie-Elisabeth Leßmann, Christine Sibbert, Lea Reitnauer, Sophie Heinzen, Maximilian Webendörfer, Tobias Raphael Overbeck, Frank Griesinger, Annalen Bleckmann, Marcel Wiesweg, Amanda Tufman, Michael Thomas, Cornelia Kropf-Sanchen, Cornelia Kropf-Sanchen
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引用次数: 0
Additional Immunotherapy to Standard of Care for Unresectable Locally Advanced Head and Neck Squamous Cell Carcinoma: A Meta-Analysis. 不可切除的局部晚期头颈部鳞状细胞癌的标准治疗的附加免疫治疗:一项荟萃分析。
IF 1.6 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-05-15 DOI: 10.1159/000546407
Wanfang Zhang, Shaojie Li, Ni Zhang, Linlin Bu, Qiuji Wu

Introduction: The role of immunotherapy in the treatment of locally advanced head and neck squamous cell carcinoma (LA HNSCC) remains uncertain, particularly in cases of unresectable LA HNSCC. This meta-analysis aimed to evaluate the efficacy of immunotherapy in patients with unresectable LA HNSCC through a systematic review of the existing literature.

Methods: This meta-analysis followed a registered protocol on the INPLASY platform with the registration number INPLASY202510102. We systematically collected studies that compared the combination of immunotherapy and standard of care (SOC) with SOC alone for patients with unresectable LA HNSCC. Review Manager, Stata, and R software were employed to conduct single-group rate meta-analysis, pairwise meta-analysis, and Bayesian network meta-analysis.

Results: A meta-analysis of fifteen eligible studies involving 3,055 patients revealed no significant improvement in progression-free survival (PFS) or overall survival (OS) with the addition of immunotherapy. Specifically, in patients with human papilloma-positive (HPV+) LA HNSCC, the combination of pembrolizumab and concurrent chemoradiotherapy (CCRT) resulted in 2-year PFS and OS rates of 93% and 97%, respectively. In contrast, LA HNSCC patients treated with chemoradiotherapy followed by sequential pembrolizumab exhibited 2-year PFS and OS rates of 89% and 94%, respectively. Furthermore, our study demonstrated that the combination of pembrolizumab and CCRT achieved a higher 2-year PFS rate compared to the combination of avelumab and CCRT.

Conclusion: Although the addition of immunotherapy to SOC regimens did not result in a survival benefit, patients with HPV+ unresectable LA HNSCC may potentially derive benefit from immunotherapy.

背景免疫治疗在局部晚期头颈部鳞状细胞癌(LA HNSCC)治疗中的作用仍然不确定,特别是在不可切除的LA HNSCC病例中。本荟萃分析旨在通过对现有文献的系统回顾,评估免疫治疗对不可切除的LA HNSCC患者的疗效。方法本meta分析采用INPLASY平台注册方案,注册号为INPLASY202510102。我们系统地收集了比较免疫治疗联合标准护理(SOC)与单独标准护理(SOC)对不可切除的LA HNSCC患者的研究。采用Review Manager、Stata和R软件进行单组率元分析、两两元分析和贝叶斯网络元分析。一项包含3055名患者的15项符合条件的研究的荟萃分析显示,增加免疫治疗后,无进展生存期(PFS)或总生存期(OS)没有显著改善。具体而言,在人乳头瘤阳性(HPV+) LA HNSCC患者中,派姆单抗联合同步放化疗(CCRT)的2年PFS和OS率分别为93%和97%。相比之下,接受放化疗后序贯派姆单抗治疗的LA HNSCC患者的2年PFS和OS率分别为89%和94%。此外,我们的研究表明,与avelumab和CCRT联合相比,pembrolizumab和CCRT联合获得了更高的2年PFS率。结论:虽然在SOC方案中加入免疫治疗并没有带来生存获益,但HPV+不可切除的LA HNSCC患者可能从免疫治疗中获益。
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引用次数: 0
Albert Schweitzer, Chronic Myeloid Leukemia, and War. Albert Schweitzer,慢性髓性白血病和战争。
IF 1.6 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-06-10 DOI: 10.1159/000546408
Enrico Schalk
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引用次数: 0
Implementation of Communication Skills Training at Oncology Centers in Germany: Results of a Mixed-Methods Survey. 沟通技巧培训在德国肿瘤中心的实施:一项混合方法调查的结果。
IF 1.6 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-06-17 DOI: 10.1159/000545729
Christian Albus, Esther-Rosa Vens-Cappell, Corinna Bergelt, Elisabeth Jentschke, Friederike Mumm, Andrea Petermann-Meyer, Frank Vitinius, Alexander Wünsch, Christian Albus

Introduction: The concept of oncological communication skills training (CST) has already proven to be effective and has been incorporated into the relevant guidelines. The current status of CSTs in Germany is unclear.

Methods: We approached all oncology centers in Germany certified by Deutsche Krebsgesellschaft (DKG) and investigated quantitative and qualitative aspects of CST programs in a mixed-methods approach using questionnaires and interviews.

Results: Only a quarter (23.7%, n = 18/76) of the responding centers demonstrated a regular CST. These CSTs were partially congruent with the consensus recommendations while deviating significantly in other areas, such as duration, scope, and course content. We asked centers that do not offer CST or do not offer fully satisfactory CST (respondents n = 60) for factors that hinder successful implementation, which were identified as, e.g., scarce time and personnel resources (92%), no counterpart funding (27%), lack of appreciation (25%) and knowledge about the concept (3%), organizational obstacles (22%), and low prioritization (12%). Steps that could facilitate nationwide implementation were found, such as support for implementation through concrete instructions (27%), mandatory participation (20%), an active management level in the question of responsibility (17%), inclusion in the certification criteria for oncology centers (12%), and an integration into the Weiterbildungsordnung (WBO, specialist training guideline) (10%).

Conclusion: Although previous studies have shown that CSTs have positive effects, sufficient implementation has not yet been achieved across the board in Germany. Individual starting points have been identified; further efforts are needed to advance this goal.

导言:肿瘤沟通技巧训练(CST)的概念已被证明是有效的,并已被纳入相关指南。cst在德国的现状尚不清楚。方法:我们接触了德国所有经德国医学协会(DKG)认证的肿瘤中心,并采用问卷调查和访谈的混合方法调查了CST项目的定量和定性方面。结果:仅有1 / 4 (23.7%,n = 18/76)的应答中心有常规CST。这些cst部分与共识建议一致,而在其他领域(如持续时间、范围和课程内容)存在显著差异。我们询问了不提供CST或不提供完全满意的CST的中心(受访者n = 60)阻碍成功实施的因素,这些因素被确定为,例如,稀缺的时间和人力资源(92%),没有对应的资金(27%),缺乏对概念的欣赏(25%)和知识(3%),组织障碍(22%)和低优先级(12%)。找到了能够促进全国实施的步骤,例如通过具体指导支持实施(27%),强制参与(20%),在责任问题上积极管理(17%),纳入肿瘤中心认证标准(12%),并纳入Weiterbildungsordnung (WBO,专家培训指南)(10%)。结论:虽然之前的研究表明CSTs具有积极的效果,但在德国尚未全面实施。个别起点已经确定;需要进一步努力推进这一目标。
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引用次数: 0
Thoracic Oncology Highlights from the European Society for Medical Oncology Annual Meeting 2024: Targeted Therapies in Non-Small Cell Lung Cancer. 2024年欧洲医学肿瘤学会年会的胸部肿瘤学亮点:非小细胞肺癌(NSCLC)的靶向治疗。
IF 2 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2024-12-03 DOI: 10.1159/000542957
Maximilian Webendörfer, Sophie Heinzen, Christine Sibbert, Marie-Elisabeth Leßmann, Cornelia Kropf-Sanchen, Michael Thomas, Amanda Tufman, Annalen Bleckmann, Marcel Wiesweg, Frank Griesinger, Lea Reitnauer, Tobias Raphael Overbeck
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引用次数: 0
Impact of Epidural Anesthesia on the Outcome of Elderly Patients with Endometrial Cancer: Results of a Propensity Score-Matched Analysis. 硬膜外麻醉对老年子宫内膜癌患者预后的影响——倾向评分匹配分析的结果。
IF 2 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-02-25 DOI: 10.1159/000543540
Valerie Catherine Linz, Marco Johannes Battista, Regina Hummel, Markus Schepers, Eva-Verena Griemert, Mona Wanda Schmidt, Marcus Schmidt, Annette Hasenburg, Katharina Gillen

Introduction: Epidural anesthesia is a standard procedure to mitigate pain during surgery for endometrial cancer (EC). Little data exist about the influence of epidural anesthesia on the oncological outcome in elderly patients with EC. This retrospective study aimed to investigate potential correlations between epidural anesthesia and cancer recurrence in patients with EC.

Methods: We screened the medical records of patients ≥60 years treated surgically for EC at the University Medical Center Mainz between January 2008 and December 2019. All women underwent general anesthesia (GA) alone or combined with epidural anesthesia (EGA). Cox regression, the Kaplan-Meier method and propensity score matching were used to analyze the prognostic influence of the anesthesiologic regime on survival.

Results: A total of 152 women with EC were included. Twenty-nine patients (19.1%) formed the EGA cohort. The median time of follow-up (FU) was 31 months (interquartile range [IQR]: 8-67.5). The EGA cohort showed more in-hospital complications (27.6 vs. 8.9%; p = 0.006), especially thromboembolic events (3 vs. 0 events; p = 0.006), as well as a longer hospital stay (11 [IQR: 8-13] vs. 7 [IQR: 4-9] days; p < 0.001). Twenty-six patients (17.1%) developed a recurrence in the follow-up at a median of 13 months [IQR: 7.75-29.5]. Thirty-two patients died during FU (21.1%). The EGA cohort showed higher FIGO stages and a higher histological grading than the GA cohort. In the Kaplan-Meier analysis, EGA showed a significantly reduced 5-year recurrence-free survival (RFS) (36.5% vs. 72.6%, p < 0.001) and overall survival (OS) (58.6% vs. 79.9%, p = 0.008). However, in multivariate Cox regression analysis including FIGO stages and histological grading, EGA did not influence RFS (HR: 2.02; 95%-CI: [0.99-4.12], p = 0.054), and OS (HR: 1.03; 95%-CI: [0.40-2.66], p = 0.951). This was backed up by the propensity score- matched analysis for survival (RFS: p = 0.604, OS: p = 0.86).

Conclusion: Considering risk factors, epidural anesthesia in combination with GA did not differ in recurrence-free and overall survival compared to GA. Prospective randomized trials are warranted in order to further evaluate this topic.

简介:硬膜外麻醉是减轻子宫内膜癌(EC)手术期间疼痛的标准程序。硬膜外麻醉对老年EC患者肿瘤预后影响的研究资料很少。本回顾性研究旨在探讨硬膜外麻醉与EC患者癌症复发之间的潜在相关性。方法:我们筛选了2008年1月至2019年12月在美因茨大学医学中心接受手术治疗的≥60岁的EC患者的医疗记录。所有的妇女都接受了单独的全身麻醉(GA)或联合硬膜外麻醉(EGA)。采用Cox回归、Kaplan-Meier法和倾向评分匹配分析麻醉方案对生存的预后影响。结果:共纳入152例EC患者。29例患者(19.1%)形成EGA队列。中位随访时间(FU)为31个月[四分位间距(IQR): 8-67.5]。EGA组出现更多的院内并发症(27.6% vs 8.9%;P =0.006),尤其是血栓栓塞事件(3 vs 0事件;p=0.006),以及更长的住院时间(11 (IQR: 8-13)对7 (IQR: 4-9)天;结论:考虑危险因素,硬膜外麻醉联合GA与GA相比,在无复发和总生存率方面没有差异。为了进一步评估这一主题,前瞻性随机试验是必要的。
{"title":"Impact of Epidural Anesthesia on the Outcome of Elderly Patients with Endometrial Cancer: Results of a Propensity Score-Matched Analysis.","authors":"Valerie Catherine Linz, Marco Johannes Battista, Regina Hummel, Markus Schepers, Eva-Verena Griemert, Mona Wanda Schmidt, Marcus Schmidt, Annette Hasenburg, Katharina Gillen","doi":"10.1159/000543540","DOIUrl":"10.1159/000543540","url":null,"abstract":"<p><strong>Introduction: </strong>Epidural anesthesia is a standard procedure to mitigate pain during surgery for endometrial cancer (EC). Little data exist about the influence of epidural anesthesia on the oncological outcome in elderly patients with EC. This retrospective study aimed to investigate potential correlations between epidural anesthesia and cancer recurrence in patients with EC.</p><p><strong>Methods: </strong>We screened the medical records of patients ≥60 years treated surgically for EC at the University Medical Center Mainz between January 2008 and December 2019. All women underwent general anesthesia (GA) alone or combined with epidural anesthesia (EGA). Cox regression, the Kaplan-Meier method and propensity score matching were used to analyze the prognostic influence of the anesthesiologic regime on survival.</p><p><strong>Results: </strong>A total of 152 women with EC were included. Twenty-nine patients (19.1%) formed the EGA cohort. The median time of follow-up (FU) was 31 months (interquartile range [IQR]: 8-67.5). The EGA cohort showed more in-hospital complications (27.6 vs. 8.9%; p = 0.006), especially thromboembolic events (3 vs. 0 events; p = 0.006), as well as a longer hospital stay (11 [IQR: 8-13] vs. 7 [IQR: 4-9] days; p < 0.001). Twenty-six patients (17.1%) developed a recurrence in the follow-up at a median of 13 months [IQR: 7.75-29.5]. Thirty-two patients died during FU (21.1%). The EGA cohort showed higher FIGO stages and a higher histological grading than the GA cohort. In the Kaplan-Meier analysis, EGA showed a significantly reduced 5-year recurrence-free survival (RFS) (36.5% vs. 72.6%, p < 0.001) and overall survival (OS) (58.6% vs. 79.9%, p = 0.008). However, in multivariate Cox regression analysis including FIGO stages and histological grading, EGA did not influence RFS (HR: 2.02; 95%-CI: [0.99-4.12], p = 0.054), and OS (HR: 1.03; 95%-CI: [0.40-2.66], p = 0.951). This was backed up by the propensity score- matched analysis for survival (RFS: p = 0.604, OS: p = 0.86).</p><p><strong>Conclusion: </strong>Considering risk factors, epidural anesthesia in combination with GA did not differ in recurrence-free and overall survival compared to GA. Prospective randomized trials are warranted in order to further evaluate this topic.</p>","PeriodicalId":19543,"journal":{"name":"Oncology Research and Treatment","volume":" ","pages":"341-350"},"PeriodicalIF":2.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12140583/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143502140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Supportive Therapie bei Krebs: AGSMO Jahreskongress 2025, 24. Mai 2025, Berlin und online - Abstracts]. [癌症的支持治疗:AGSMO年会2025,24。检索日期:2015-05-05 .“摘要”。
IF 2 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-05-22 DOI: 10.1159/000545615
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引用次数: 0
Improving Accuracy and Source Transparency in Responses to Soft Tissue Sarcoma Queries Using GPT-4o Enhanced with German Evidence-Based Guidelines. 使用德国循证指南增强的gpt - 40提高软组织肉瘤查询的准确性和来源透明度。
IF 2 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-02-28 DOI: 10.1159/000544978
Cheng-Peng Li, Wei-Wei Jia, Yuan Chu, Franka Menge, Tobias Speer, Christoph Reißfelder, Peter Hohenberger, Jens Jakob, Cui Yang

Introduction: This study aimed to evaluate the effectiveness of GPT-4o, with and without retrieval-augmented generation (RAG), in responding to soft tissue sarcoma (STS)-related queries.

Methods: The study used a 20-question dataset derived from clinical scenarios related to adult STS. The responses were generated by GPT-4o with and without the RAG approach. The RAG system incorporated the English version of German evidence-based S3 guidelines through an embedding-based retrieval system. Two sarcoma experts evaluated the responses for accuracy, comprehensiveness, and safety using a Likert scale. Statistical analyses were conducted to compare the performances.

Results: GPT-4o with RAG outperformed the model without RAG across all evaluated areas (p < 0.05). GPT-4o without RAG had a 40% error rate, which was reduced to 10% by the RAG approach. In 90% of the questions, the pages with the relevant information that addressed the questions were correctly cited using the retrieval system.

Conclusion: The RAG approach significantly enhanced the performance of GPT-4o in answering STS-related questions. However, the model still produced incorrect responses in certain complex scenarios. GPT-4o, even with RAG, should be used cautiously in clinical settings, particularly for rare diseases like sarcoma. Human expertise remains irreplaceable in medical decision-making.

本研究旨在评估gpt - 40在有无检索增强生成(RAG)的情况下对软组织肉瘤(STS)相关问题的应答效果。方法:该研究使用了来自成人STS相关临床场景的20个问题数据集。采用和不采用RAG方法的gpt - 40产生反应。RAG系统通过基于嵌入的检索系统整合了德文循证S3指南的英文版。两位肉瘤专家使用李克特量表评估反应的准确性、全面性和安全性。通过统计分析比较两组的性能。结果:使用RAG的gpt - 40在所有评估领域的表现都优于不使用RAG的模型(p结论:RAG方法显著提高了gpt - 40在回答sts相关问题方面的表现。然而,该模型在某些复杂场景中仍然会产生不正确的响应。gpt - 40,即使有RAG,在临床环境中也应谨慎使用,特别是对于像肉瘤这样的罕见疾病。人类的专业知识在医疗决策中仍然是不可替代的。
{"title":"Improving Accuracy and Source Transparency in Responses to Soft Tissue Sarcoma Queries Using GPT-4o Enhanced with German Evidence-Based Guidelines.","authors":"Cheng-Peng Li, Wei-Wei Jia, Yuan Chu, Franka Menge, Tobias Speer, Christoph Reißfelder, Peter Hohenberger, Jens Jakob, Cui Yang","doi":"10.1159/000544978","DOIUrl":"10.1159/000544978","url":null,"abstract":"<p><strong>Introduction: </strong>This study aimed to evaluate the effectiveness of GPT-4o, with and without retrieval-augmented generation (RAG), in responding to soft tissue sarcoma (STS)-related queries.</p><p><strong>Methods: </strong>The study used a 20-question dataset derived from clinical scenarios related to adult STS. The responses were generated by GPT-4o with and without the RAG approach. The RAG system incorporated the English version of German evidence-based S3 guidelines through an embedding-based retrieval system. Two sarcoma experts evaluated the responses for accuracy, comprehensiveness, and safety using a Likert scale. Statistical analyses were conducted to compare the performances.</p><p><strong>Results: </strong>GPT-4o with RAG outperformed the model without RAG across all evaluated areas (p < 0.05). GPT-4o without RAG had a 40% error rate, which was reduced to 10% by the RAG approach. In 90% of the questions, the pages with the relevant information that addressed the questions were correctly cited using the retrieval system.</p><p><strong>Conclusion: </strong>The RAG approach significantly enhanced the performance of GPT-4o in answering STS-related questions. However, the model still produced incorrect responses in certain complex scenarios. GPT-4o, even with RAG, should be used cautiously in clinical settings, particularly for rare diseases like sarcoma. Human expertise remains irreplaceable in medical decision-making.</p>","PeriodicalId":19543,"journal":{"name":"Oncology Research and Treatment","volume":" ","pages":"351-359"},"PeriodicalIF":2.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143537628","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
Modifications to Prostate Cancer Diagnosis following COVID-19 and Following Models. 新冠肺炎后前列腺癌诊断及以下模型的修改。
IF 2 4区 医学 Q3 ONCOLOGY Pub Date : 2025-01-01 Epub Date: 2025-02-28 DOI: 10.1159/000544977
Miroslav Stojadinovic, Milorad Stojadinovic, Slobodan Jankovic

Introduction: The COVID-19 pandemic has impacted the treatment of prostate cancer (PCa). The study examines any predictions that could point to future models.

Methods: Two interrupted time series analyses were conducted: one for the pre-COVID period (January 2017 to December 2019) and another for the post-COVID period during 2022. Information on age, total prostate-specific antigen (PSA), abnormal digital rectal exam (DRE), prostate volume, previous negative biopsy, number of positive biopsies, Gleason score, and biopsy outcome were collected for all patients. The categories for the results were no cancer, insignificant, low and intermediate, high-risk, and very high-risk PCa. Using a generalized linear model (GLM), the outcomes are modeled. The area under the curve (AUC) and accuracy were used to assess how well multi-class predictions performed.

Results: Overall, 244 patients who had biopsies following the COVID-19 pandemic and 832 patients who had biopsies before the pandemic were compared. The accuracy of the GLM was only 0.635. The AUC for categories no-cancer, low- and intermediate-risk, and very high-risk patients was 0.821, 0.716, and 0.926. With scaled relevance values, PSA was the most critical test. The two features that significantly influenced the treatment model prediction for PCa were biopsy PSA level and DRE, respectively.

Conclusion: Advanced age and a very high-risk group appear to have a detrimental impact on the results of biopsies conducted after the first wave of the COVID-19 era. At the same time, PSA levels and abnormal DRE are the most significant predictors in GLM.

新冠肺炎疫情对前列腺癌(PCa)的治疗产生了影响。这项研究检查了任何可能指向未来模型的预测。方法:进行了两次中断时间序列分析:一次是在2017年1月至2019年12月期间进行的,另一次是在2022年期间进行的。收集所有患者的年龄、总前列腺特异性抗原(PSA)、直肠指检异常(DRE)、前列腺体积(PV)、既往活检阴性、活检阳性次数、Gleason评分和活检结果等信息。结果分类为无癌、不显著、中低、高风险和非常高风险PCa。采用广义线性模型(GLM)对结果进行建模。曲线下面积(AUC)和准确度用于评估多类别预测的执行情况。结果:将244例新冠肺炎大流行后活检患者与832例大流行前活检患者进行比较。GLM模型的精度仅为0.635。无癌、低、中危、高危患者的AUC分别为0.821、0.716、0.926。与尺度相关值,PSA是最关键的测试。两个显著影响PCa治疗模型预测的特征分别是活检PSA水平和DRE。结论:老年和高危人群似乎对第一波新冠疫情后的活检结果产生了不利影响。同时,PSA水平和DRE异常是GLM最显著的预测因子。
{"title":"Modifications to Prostate Cancer Diagnosis following COVID-19 and Following Models.","authors":"Miroslav Stojadinovic, Milorad Stojadinovic, Slobodan Jankovic","doi":"10.1159/000544977","DOIUrl":"10.1159/000544977","url":null,"abstract":"<p><strong>Introduction: </strong>The COVID-19 pandemic has impacted the treatment of prostate cancer (PCa). The study examines any predictions that could point to future models.</p><p><strong>Methods: </strong>Two interrupted time series analyses were conducted: one for the pre-COVID period (January 2017 to December 2019) and another for the post-COVID period during 2022. Information on age, total prostate-specific antigen (PSA), abnormal digital rectal exam (DRE), prostate volume, previous negative biopsy, number of positive biopsies, Gleason score, and biopsy outcome were collected for all patients. The categories for the results were no cancer, insignificant, low and intermediate, high-risk, and very high-risk PCa. Using a generalized linear model (GLM), the outcomes are modeled. The area under the curve (AUC) and accuracy were used to assess how well multi-class predictions performed.</p><p><strong>Results: </strong>Overall, 244 patients who had biopsies following the COVID-19 pandemic and 832 patients who had biopsies before the pandemic were compared. The accuracy of the GLM was only 0.635. The AUC for categories no-cancer, low- and intermediate-risk, and very high-risk patients was 0.821, 0.716, and 0.926. With scaled relevance values, PSA was the most critical test. The two features that significantly influenced the treatment model prediction for PCa were biopsy PSA level and DRE, respectively.</p><p><strong>Conclusion: </strong>Advanced age and a very high-risk group appear to have a detrimental impact on the results of biopsies conducted after the first wave of the COVID-19 era. At the same time, PSA levels and abnormal DRE are the most significant predictors in GLM.</p>","PeriodicalId":19543,"journal":{"name":"Oncology Research and Treatment","volume":" ","pages":"332-340"},"PeriodicalIF":2.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143537633","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
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Oncology Research and Treatment
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