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Impact of the COVID-19 pandemic on cancer diagnoses, oncological care and cancer patients in Germany: a report from the "COVID & Cancer" workshop 2023 of the German Society for Epidemiology (DGEpi). COVID-19 大流行对德国癌症诊断、肿瘤治疗和癌症患者的影响:德国流行病学学会 (DGEpi) 2023 年 "COVID 与癌症 "研讨会报告。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-09 DOI: 10.1007/s00432-024-06019-3
Friederike Erdmann, Maike Wellbrock, Karina Karolina De Santis, Joachim Hübner, Sven Voigtländer, Volker Arndt

Purpose: The COVID-19 pandemic was associated with severe disruptions in healthcare worldwide. Cancer patients are at particular risk of adverse consequences from delays in diagnosis and treatment. To evaluate the available data on the impact of the pandemic on cancer diagnoses, oncological care and patient well-being in Germany, the German Society for Epidemiology (DGEpi) in collaboration with the Epidemiological Cancer Registry of Lower Saxony invited to a workshop on "COVID & Cancer" (held on 26-27 October 2023 in Hanover, Germany). This report provides a summary of the scientific presentations, highlights methodological challenges, and recognises essential evidence gaps.

Methods: Twelve studies addressing various aspects in relation to cancer diagnoses, oncological care and patient well-being during the COVID-19 pandemic in Germany and two talks sharing experiences from the UK and the Netherlands were presented at the workshop.

Results and conclusions: Results from German cancer registries consistently showed lower number of incident cancer diagnoses among adults during the first months of the pandemic compared to the respective months of the years before the pandemic. Data from the cancer registries of Baden-Württemberg and Lower Saxony found especially for breast cancer a notable drop (by approximately one third) in the numbers of diagnoses during the first restriction period (April-May 2020), during which the nationwide mammography screening programme in Germany was temporarily suspended. Overall, the extent and ways, in which the pandemic had adversely affected cancer diagnoses, oncological care and created service backlogs, is still not adequately understood. The long-term consequences are yet to be determined.

目的:COVID-19 大流行严重破坏了全球的医疗保健。癌症患者尤其有可能因诊断和治疗延误而遭受不良后果。为了评估大流行病对德国癌症诊断、肿瘤治疗和患者福祉的影响,德国流行病学协会(DGEpi)与下萨克森州癌症流行病登记处合作,邀请参加 "COVID 与癌症 "研讨会(2023 年 10 月 26-27 日在德国汉诺威举行)。本报告对科学报告进行了总结,强调了方法论方面的挑战,并指出了重要的证据差距:研讨会上介绍了 12 项研究,涉及 COVID-19 大流行期间德国癌症诊断、肿瘤治疗和患者福祉的各个方面,以及英国和荷兰的两个经验分享讲座:结果和结论:德国癌症登记处的结果一致显示,与大流行前几年的相关月份相比,大流行头几个月中成人中的癌症发病率较低。巴登-符腾堡州和下萨克森州癌症登记处的数据显示,在第一个限制期(2020 年 4 月至 5 月),尤其是乳腺癌的诊断人数明显下降(约三分之一),在此期间,德国暂时中止了全国性的乳房 X 射线照相筛查计划。总体而言,人们对这一流行病对癌症诊断、肿瘤治疗和服务积压的不利影响程度和方式仍缺乏足够的了解。其长期后果也有待确定。
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引用次数: 0
Bioinformatic and experimental data pertaining to the role of the NLRP3 inflammasome in ovarian cancer. 有关 NLRP3 炎症小体在卵巢癌中作用的生物信息学和实验数据。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-08 DOI: 10.1007/s00432-024-05988-9
Ayisha A Ashmore, Brinda Balasubramanian, Andrew Phillips, Viren Asher, Anish Bali, Paloma Ordóñez-Morán, Raheela Khan

The Nod-Like Receptor (NLR) family pyrin domain containing 3 (NLRP3) inflammasome plays a role in regulating inflammatory signaling and is a well-established contributor to pyroptotic cell death. It has been investigated extensively in cancer but there remains limited evidence of its role within ovarian cancer (OC). Bioinformatic investigation of gene expression data has highlighted that higher expression of NLRP3 and genes associated with the NLRP3 complex appear to be positively correlated with OC and may also have prognostic significance. However, heterogeneity exists within the results and experimental data is limited and contradictory. If the NLRP3 inflammasome is to be exploited as a therapeutic target, further laboratory-based investigation is required to determine its role in cancer. Furthermore, its relationship with clinically important characteristics such as histopathological subtype may be of key significance in developing targeted therapies towards specific cohorts of patients.

Nod-Like受体(NLR)家族含吡咯啉结构域3(NLRP3)炎性体在调节炎症信号传导中发挥作用,是公认的导致细胞凋亡的因素。人们对它在癌症中的作用进行了广泛研究,但有关它在卵巢癌(OC)中作用的证据仍然有限。对基因表达数据进行的生物信息学调查突出表明,NLRP3 和与 NLRP3 复合物相关的基因表达较高似乎与卵巢癌呈正相关,并可能具有预后意义。然而,研究结果存在异质性,实验数据有限且相互矛盾。如果要将 NLRP3 炎性体作为治疗靶点,就需要进一步开展实验室研究,以确定其在癌症中的作用。此外,它与组织病理学亚型等临床重要特征之间的关系可能对开发针对特定患者群的靶向疗法具有重要意义。
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引用次数: 0
Integration of single-cell and spatial transcriptome sequencing identifies CDKN2A as a senescent biomarker in endothelial cells implicating hepatocellular carcinoma malignancy. 整合单细胞和空间转录组测序发现 CDKN2A 是内皮细胞中的衰老生物标志物,与肝癌恶性程度有关。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-06 DOI: 10.1007/s00432-024-06017-5
Yue Ma, Chenhe Yi, Ning Cai, Jinhong Chen

Purpose: Highly complex tumor microenvironment makes hepatocellular carcinoma (HCC) as one of the most malignant tumors worldwide. The role of cellular senescence in HCC has been gradually recognized. The present study aimed to comprehensively elucidate the senescence-related features of HCC in single-cell and spatial dimension.

Methods: Single-cell RNA sequencing (scRNA-Seq) data was used to clarify the heterogeneity of senescence-related genes (SRGs) among multiple cell types within HCC. Spatial transcriptome RNA sequencing (stRNA-Seq) data was used for depicting SRGs features in spatial dimension. A prognostic model based on SRGs was constructed by using of bulk sequencing (bulk-Seq) data of HCC. The cell-cell interaction of senescent endothelial cells (ECs) in tumor microenvironment was analyzed. Then, the role of senescent ECs was verified through in vitro and in vivo experiments.

Results: The level of senescence demonstrated substantial heterogeneity among different cell types within tumor microenvironment of HCC, where ECs exhibited the most prominent senescent phenotype. Senescent ECs activated specific regulatory pathways through communicating with other cell types, with a potential impact on tumor progression. Spatial analysis revealed senescent ECs mainly located in the core region of HCC. The interaction of senescent ECs and immune cells implicated their role in tumor progression and immunotherapeutic response. In addition, CDKN2A was identified as an independent risk factor for HCC prognosis by constructing a prognostic model. Patients with high risk displayed an even worse outcome. The experimental verification indicated senescence of ECs determined by CDKN2A exhibited a secretory phenotype. Furthermore, senescent ECs with CDKN2A overexpression promote the proliferation and migration of HCC.

Conclusion: The present study recognizes the critical effect of senescent ECs defined by CDKN2A in the promotion of tumor progression, which sheds new light on the investigation of ECs senescence in HCC.

目的:高度复杂的肿瘤微环境使肝细胞癌(HCC)成为全球恶性程度最高的肿瘤之一。细胞衰老在 HCC 中的作用已逐渐被认识。本研究旨在从单细胞和空间维度全面阐明HCC的衰老相关特征:方法:利用单细胞RNA测序(scRNA-Seq)数据阐明HCC多种细胞类型中衰老相关基因(SRGs)的异质性。空间转录组RNA测序(stRNA-Seq)数据用于描述SRGs的空间维度特征。利用 HCC 的批量测序(bulk-Seq)数据构建了基于 SRGs 的预后模型。分析了衰老内皮细胞(ECs)在肿瘤微环境中的细胞间相互作用。然后,通过体外和体内实验验证了衰老内皮细胞的作用:结果:HCC 肿瘤微环境中不同类型细胞的衰老程度表现出很大的异质性,其中 EC 表现出最突出的衰老表型。衰老的心血管细胞通过与其他细胞类型的交流激活了特定的调控通路,从而对肿瘤的进展产生了潜在的影响。空间分析表明,衰老的EC主要位于HCC的核心区域。衰老的EC与免疫细胞的相互作用暗示了它们在肿瘤进展和免疫治疗反应中的作用。此外,通过构建预后模型,CDKN2A 被确定为影响 HCC 预后的独立风险因素。高风险患者的预后更差。实验验证表明,由CDKN2A决定的衰老EC表现出分泌表型。此外,CDKN2A过表达的衰老EC会促进HCC的增殖和迁移:本研究认识到 CDKN2A 定义的衰老 ECs 在促进肿瘤进展中的关键作用,为研究 HCC 中 ECs 的衰老提供了新的思路。
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引用次数: 0
Impact of IL-8 on survival after TARE in HCC: a comprehensive investigation and external validation from the SORAMIC trial. IL-8 对 HCC TARE 后存活率的影响:SORAMIC 试验的全面调查和外部验证。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-06 DOI: 10.1007/s00432-024-05947-4
Aaron Schindler, Janett Fischer, Anne-Bettina Beeskow, Thomas Lincke, Sebastian Ebel, Daniel Seehofer, Timm Denecke, Rhea Veelken, Osama Sabri, Osman Öcal, Max Seidensticker, Thomas Berg, Florian van Bömmel

Purpose: In the treatment of hepatocellular carcinoma (HCC) with transarterial radioembolization (TARE), identifying reliable biomarkers for predicting survival outcomes remains a critical challenge. We aimed to address this gap by investigating the significance of serum cytokines associated with inflammation as potential biomarkers for the selection of patients for TARE.

Methods: Our retrospective study involved 161 patients diagnosed with HCC who underwent Y90 radioembolization at our medical center between 2010 and 2020. Serum samples from a subset of 78 patients were retrospectively analyzed to determine the concentrations of pro-inflammatory cytokines. The results from the prospective SORAMIC trial were used for independent validation.

Results: With a median overall survival of 36 weeks (range 4-436), our study showed the strongest correlation between 12-week survival and IL-8 levels before treatment (p < 0.001), while other relevant interleukins, interferon-α2, INF-γ, TNF-α and MCP-1 were not associated with survival. IL-8 levels below the cut-off of 190 pg/mL were significantly associated with increased 12-week and 24-week survival, with hazard ratios of 19.01 (95% CI: 2.29-157.89) and 2.57 (95% CI: 1.05-6.31), respectively (p = 0.006 and p = 0.039, respectively). In the adjusted multivariate analysis, the 190 pg/mL cut-off for IL-8 remained independently associated with 12- (p = 0.011) and 24-week survival (p = 0.039). Similarly, the SORAMIC population showed a strong association between IL-8 levels and 36-week survival (p = 0.03).

Conclusion: Our study emphasizes the pivotal role of IL-8 as a valuable parameter, demonstrating its potential for predicting treatment outcomes and assessing liver function in patients with HCC undergoing TARE. The robustness of these findings warrants further validation.

目的:在经动脉放射栓塞术(TARE)治疗肝细胞癌(HCC)的过程中,确定预测生存结果的可靠生物标志物仍是一项严峻挑战。我们旨在通过研究与炎症相关的血清细胞因子作为潜在生物标志物对选择患者进行 TARE 治疗的意义来填补这一空白:我们的回顾性研究涉及 2010 年至 2020 年期间在本医疗中心接受 Y90 放射栓塞治疗的 161 例确诊为 HCC 的患者。我们对 78 例患者的血清样本进行了回顾性分析,以确定促炎细胞因子的浓度。前瞻性 SORAMIC 试验的结果被用于独立验证:中位总生存期为 36 周(4-436 周不等),我们的研究显示 12 周生存期与治疗前 IL-8 水平的相关性最强(p 结论:我们的研究强调了治疗前 IL-8 水平的关键作用:我们的研究强调了 IL-8 作为有价值参数的关键作用,证明了它在预测治疗结果和评估接受 TARE 治疗的 HCC 患者肝功能方面的潜力。这些研究结果的稳健性值得进一步验证。
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引用次数: 0
Peptide Receptor Radionuclide Therapy and clinical associations with renal and hematological toxicities and survival in patients with neuroendocrine tumors: an analysis from two U.S. medical centers. 肽受体放射性核素疗法与神经内分泌肿瘤患者肾脏和血液毒性及生存期的临床关联:来自两家美国医疗中心的分析。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-02 DOI: 10.1007/s00432-024-06020-w
Tao Xu, Joseph S Dillon, Mary A Maluccio, Dawn E Quelle, Sarah H Nash, Hyunkeun Cho, Kristen E Limbach, Nicholas J Skill, Yvette Bren-Mattison, Michael A O'Rorke

Purpose: Renal and hematological toxicity are side effects and dose-limiting factors of Peptide Receptor Radionuclide Therapy (PRRT). We aimed to assess the changes in renal and hematological function and associations with survival in neuroendocrine tumor (NET) patients treated with PRRT.

Methods: A retrospective cohort of 448 NET patients treated with either 177Lu-DOTATATE or 90Y-DOTATOC were followed for changes of renal and hematological function. Renal function was assessed by monitoring changes in serum creatinine, blood urea nitrogen and estimated glomerular filtration rate. Hematological function was determined by examining changes in white blood cell counts (WBC), platelet counts, and hemoglobin levels over time. Piecewise linear mixed effect models were applied to model the longitudinal repeated measurements of renal and hematological function. Overall survival (OS) and progression-free survival (PFS) were modelled using Cox proportional hazard regressions.

Results: Of the 448 PRRT treated patients, 335 received 177Lu-DOTATATE (74.78%) and 113 were treated with 90Y-DOTATOC (25.22%). Comparing patients treated with 177Lu-DOTATATE to those treated with 90Y-DOTATOC, renal function did not differ significantly prior to, during or after PRRT. Compared with patients treated with 90Y-DOTATOC, significantly decreased indicators of hematological function were observed in those treated with 177Lu-DOTATATE prior to and during PRRT treatment (WBC: estimate, -0.10, 95% CI, -0.15 to -0.05; P < 0.001; platelet count: estimate, -2.53, 95% CI, -3.83 to -1.24; P < 0.001), and no significant recovery was observed in hematological function post PRRT. Individuals who received 177Lu-DOTATATE tended to have a longer PFS (hazard ratio, 0.47, 95%CI: 0.28-0.79, P = 0.004) compared with 90Y-DOTATOC, but there was no difference in OS.

Conclusion: There was no significant renal, but minor hematological toxicity, in patients treated with 177Lu-DOTATATE compared with 90Y-DOTATOC. Compared to 90Y-DOTATOC, 177Lu-DOTATATE appears to enhance PFS, but not OS. Treatment with 177Lu-DOTATATE may necessitate follow-up for hematological toxicity irrespective of other therapies prior to PRRT.

目的肾毒性和血液毒性是肽受体放射性核素治疗(PRRT)的副作用和剂量限制因素。我们旨在评估接受肽受体放射性核素治疗的神经内分泌肿瘤(NET)患者肾功能和血液学功能的变化及其与生存的关系:我们对448名接受177Lu-DOTATATE或90Y-DOTATOC治疗的NET患者进行了回顾性队列研究,以观察肾功能和血液功能的变化。肾功能通过监测血清肌酐、血尿素氮和估计肾小球滤过率的变化进行评估。血液功能通过检测白细胞计数(WBC)、血小板计数和血红蛋白水平随时间的变化来确定。采用片断线性混合效应模型对肾功能和血液学功能的纵向重复测量结果进行建模。总生存期(OS)和无进展生存期(PFS)采用 Cox 比例危险回归建模:在448名接受PRRT治疗的患者中,335人接受了177Lu-DOTATATE治疗(占74.78%),113人接受了90Y-DOTATOC治疗(占25.22%)。与接受 177Lu-DOTATATE 治疗的患者相比,接受 90Y-DOTATOC 治疗的患者在 PRRT 之前、期间和之后的肾功能没有明显差异。与接受90Y-DOTATOC治疗的患者相比,接受177Lu-DOTATATE治疗的患者在PRRT治疗前和治疗期间的血液功能指标明显下降(WBC:估计值,-0.10,95%CI,-0.15至-0.05;P 177Lu-DOTATATE与90Y-DOTATOC相比,PFS往往更长(危险比,0.47,95%CI:0.28至0.79,P = 0.004),但OS没有差异:结论:与90Y-DOTATOC相比,接受177Lu-DOTATATE治疗的患者没有明显的肾毒性,但有轻微的血液毒性。结论:与90Y-DOTATOC相比,177Lu-DOTATATE似乎能延长PFS,但不能延长OS。无论在进行PRRT之前是否接受过其他治疗,使用177Lu-DOTATATE治疗可能都需要对血液毒性进行随访。
{"title":"Peptide Receptor Radionuclide Therapy and clinical associations with renal and hematological toxicities and survival in patients with neuroendocrine tumors: an analysis from two U.S. medical centers.","authors":"Tao Xu, Joseph S Dillon, Mary A Maluccio, Dawn E Quelle, Sarah H Nash, Hyunkeun Cho, Kristen E Limbach, Nicholas J Skill, Yvette Bren-Mattison, Michael A O'Rorke","doi":"10.1007/s00432-024-06020-w","DOIUrl":"10.1007/s00432-024-06020-w","url":null,"abstract":"<p><strong>Purpose: </strong>Renal and hematological toxicity are side effects and dose-limiting factors of Peptide Receptor Radionuclide Therapy (PRRT). We aimed to assess the changes in renal and hematological function and associations with survival in neuroendocrine tumor (NET) patients treated with PRRT.</p><p><strong>Methods: </strong>A retrospective cohort of 448 NET patients treated with either <sup>177</sup>Lu-DOTATATE or <sup>90</sup>Y-DOTATOC were followed for changes of renal and hematological function. Renal function was assessed by monitoring changes in serum creatinine, blood urea nitrogen and estimated glomerular filtration rate. Hematological function was determined by examining changes in white blood cell counts (WBC), platelet counts, and hemoglobin levels over time. Piecewise linear mixed effect models were applied to model the longitudinal repeated measurements of renal and hematological function. Overall survival (OS) and progression-free survival (PFS) were modelled using Cox proportional hazard regressions.</p><p><strong>Results: </strong>Of the 448 PRRT treated patients, 335 received <sup>177</sup>Lu-DOTATATE (74.78%) and 113 were treated with <sup>90</sup>Y-DOTATOC (25.22%). Comparing patients treated with <sup>177</sup>Lu-DOTATATE to those treated with <sup>90</sup>Y-DOTATOC, renal function did not differ significantly prior to, during or after PRRT. Compared with patients treated with <sup>90</sup>Y-DOTATOC, significantly decreased indicators of hematological function were observed in those treated with <sup>177</sup>Lu-DOTATATE prior to and during PRRT treatment (WBC: estimate, -0.10, 95% CI, -0.15 to -0.05; P < 0.001; platelet count: estimate, -2.53, 95% CI, -3.83 to -1.24; P < 0.001), and no significant recovery was observed in hematological function post PRRT. Individuals who received <sup>177</sup>Lu-DOTATATE tended to have a longer PFS (hazard ratio, 0.47, 95%CI: 0.28-0.79, P = 0.004) compared with <sup>90</sup>Y-DOTATOC, but there was no difference in OS.</p><p><strong>Conclusion: </strong>There was no significant renal, but minor hematological toxicity, in patients treated with <sup>177</sup>Lu-DOTATATE compared with <sup>90</sup>Y-DOTATOC. Compared to <sup>90</sup>Y-DOTATOC, <sup>177</sup>Lu-DOTATATE appears to enhance PFS, but not OS. Treatment with <sup>177</sup>Lu-DOTATATE may necessitate follow-up for hematological toxicity irrespective of other therapies prior to PRRT.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"150 11","pages":"485"},"PeriodicalIF":2.7,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11531437/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Intratumoral and peritumoral radiomics for preoperative prediction of neoadjuvant chemotherapy effect in breast cancer based on 18F-FDG PET/CT. 基于18F-FDG PET/CT的瘤内和瘤周放射组学用于乳腺癌新辅助化疗效果的术前预测
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-02 DOI: 10.1007/s00432-024-05987-w
Xuefeng Hou, Kun Chen, Xing Wan, Huiwen Luo, Xiaofeng Li, Wengui Xu

Objective: To investigate the value of 18F-FDG PET/CT-based intratumoral and peritumoral radiomics in predicting the efficacy of neoadjuvant chemotherapy (NAC) for breast cancer.

Methods: 190 patients who met the inclusion and exclusion criteria from 2017 to 2022 were studied. Features were extracted from the PET/CT intratumoral and peritumoral regions, feature selection was performed through the correlation analysis, t-tests, and least absolute shrinkage and selection operator regression (LASSO). Four classifiers, support vector machine (SVM), k-nearest neighbor (KNN), logistic regression (LR), and naive bayes (NB) were used to build the prediction models. The receiver operating characteristic (ROC) curves were plotted to measure the predictive performance of the models. Concurrent stratified analysis was conducted to establish subtype-specific features for each molecular subtype.

Results: Compared to intratumoral features alone, intratumoral + peritumoral features achieved higher AUC values in each classifier. The SVM model constructed with intratumoral + peritumoral features achieved the highest AUC values in both the train and test set (train set: 0.95 and test set: 0.83). Subtype-specific features improve performance in predicting the efficacy of NAC (luminal group: 0.90; HER2 + group: 0.86; triple negative group: 0.92).

Conclusion: Intratumoral and peritumoral radiomics models based on 18F-FDG PET/CT can reliably forecast the efficacy of NAC, thereby assisting clinical decision-making.

目的研究基于18F-FDG PET/CT的瘤内和瘤周放射组学在预测乳腺癌新辅助化疗(NAC)疗效方面的价值。方法:研究对象为2017年至2022年符合纳入和排除标准的190例患者。从 PET/CT 瘤内和瘤周区域提取特征,通过相关性分析、t 检验和最小绝对收缩和选择算子回归(LASSO)进行特征选择。支持向量机(SVM)、k-近邻(KNN)、逻辑回归(LR)和天真贝叶斯(NB)四种分类器被用来建立预测模型。绘制接收者操作特征曲线(ROC)来衡量模型的预测性能。同时还进行了分层分析,以确定每个分子亚型的亚型特异性特征:与单独的瘤内特征相比,瘤内+瘤周特征在每个分类器中都获得了更高的AUC值。利用瘤内+瘤周特征构建的 SVM 模型在训练集和测试集中都获得了最高的 AUC 值(训练集:0.95,测试集:0.83)。亚型特异性特征提高了预测 NAC 疗效的性能(管腔组:0.90;HER2 + 组:0.86;三阴组:0.92):基于18F-FDG PET/CT的瘤内和瘤周放射组学模型可以可靠地预测NAC的疗效,从而帮助临床决策。
{"title":"Intratumoral and peritumoral radiomics for preoperative prediction of neoadjuvant chemotherapy effect in breast cancer based on <sup>18</sup>F-FDG PET/CT.","authors":"Xuefeng Hou, Kun Chen, Xing Wan, Huiwen Luo, Xiaofeng Li, Wengui Xu","doi":"10.1007/s00432-024-05987-w","DOIUrl":"10.1007/s00432-024-05987-w","url":null,"abstract":"<p><strong>Objective: </strong>To investigate the value of <sup>18</sup>F-FDG PET/CT-based intratumoral and peritumoral radiomics in predicting the efficacy of neoadjuvant chemotherapy (NAC) for breast cancer.</p><p><strong>Methods: </strong>190 patients who met the inclusion and exclusion criteria from 2017 to 2022 were studied. Features were extracted from the PET/CT intratumoral and peritumoral regions, feature selection was performed through the correlation analysis, t-tests, and least absolute shrinkage and selection operator regression (LASSO). Four classifiers, support vector machine (SVM), k-nearest neighbor (KNN), logistic regression (LR), and naive bayes (NB) were used to build the prediction models. The receiver operating characteristic (ROC) curves were plotted to measure the predictive performance of the models. Concurrent stratified analysis was conducted to establish subtype-specific features for each molecular subtype.</p><p><strong>Results: </strong>Compared to intratumoral features alone, intratumoral + peritumoral features achieved higher AUC values in each classifier. The SVM model constructed with intratumoral + peritumoral features achieved the highest AUC values in both the train and test set (train set: 0.95 and test set: 0.83). Subtype-specific features improve performance in predicting the efficacy of NAC (luminal group: 0.90; HER2 + group: 0.86; triple negative group: 0.92).</p><p><strong>Conclusion: </strong>Intratumoral and peritumoral radiomics models based on <sup>18</sup>F-FDG PET/CT can reliably forecast the efficacy of NAC, thereby assisting clinical decision-making.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"150 11","pages":"484"},"PeriodicalIF":2.7,"publicationDate":"2024-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11531439/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Prognostic nomogram model based on quantitative metrics of subregions surrounding residual cavity in glioblastoma patients. 基于胶质母细胞瘤患者残腔周围亚区定量指标的预后提名图模型。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-11-01 DOI: 10.1007/s00432-024-06008-6
Lijuan Gao, Tao Yuan, Yawu Liu, Xiaoyun Yang, Yiming Li, Guanmin Quan

Background: The hyperintensity area surrounding the residual cavity on postoperative fluid-attenuated inversion recovery (FLAIR) image is a potential site for glioblastoma (GBM) recurrence. This study aimed to develop a nomogram using quantitative metrics from subregions of this area, prior to chemoradiotherapy (CRT), to predict early GBM recurrence.

Methods: Adult patients with GBM diagnosed between October 2018 and October 2022 were retrospectively analyzed. Quantitative metrics, including the mean, maximum, minimum, median values, and standard deviation of FLAIR signal intensity (SI) (measured using 3D-Slicer software), were extracted from the following subregions surrounding the residual cavity on post-contrast T1-weighted (CE-T1WI)-FLAIR fusion images: the enhancing region (ER), non-enhancing region (NER), and combined ER + NER. Independent prognostic factors were identified using Cox regression and least absolute shrinkage and selection operator (LASSO) analyses and were incorporated into the prediction nomogram model. The model's performance was evaluated using the C-index, calibration curves, and decision curves.

Results: A total of 129 adult GBM patients were enrolled and randomly assigned to a training (n = 90) and a validation cohorts (n = 39) in a 7:3 ratio. Sixty-nine patients experienced postoperative recurrence. Cox regression analysis identified subventricular zone involvement, the median FLAIR intensity in the ER, the rFLAIR (relative FLAIR intensity compared to the contralateral normal region) of ER + NER, and corpus callosum involvement as independent prognostic factors. For predicting recurrence within 1 year after surgery, the nomogram model had a C-index of 0.733 in the training cohort and 0.746 in the validation cohort. Based on the nomogram score, post-operative GBM patients could be stratified into high- and low-risk for recurrence.

Conclusions: Nomogram models which based on quantitative metrics from FLAIR hyperintensity subregions may serve as potential markers for assessing GBM recurrence risk. This approach could enhance clinical decision-making and provide an alternative method for recurrence estimation in GBM patients.

背景:术后流体增强反转恢复(FLAIR)图像上残腔周围的高密度区是胶质母细胞瘤(GBM)复发的潜在部位。本研究旨在开发一种提名图,在化疗放疗(CRT)前使用该区域亚区的定量指标预测早期 GBM 复发:对2018年10月至2022年10月期间确诊的GBM成人患者进行回顾性分析。从对比后 T1 加权(CE-T1WI)-FLAIR 融合图像上残腔周围的以下亚区提取定量指标,包括 FLAIR 信号强度(SI)的平均值、最大值、最小值、中位值和标准偏差(使用 3D-Slicer 软件测量):增强区(ER)、非增强区(NER)和 ER + NER 组合。利用 Cox 回归和最小绝对缩小和选择算子(LASSO)分析确定了独立的预后因素,并将其纳入预测提名图模型。使用 C 指数、校准曲线和决策曲线对模型的性能进行了评估:共招募了 129 名成人 GBM 患者,并按 7:3 的比例随机分配到训练队列(n = 90)和验证队列(n = 39)。69名患者术后复发。Cox回归分析确定脑室下区受累、ER的中位FLAIR强度、ER + NER的rFLAIR(与对侧正常区域相比的相对FLAIR强度)和胼胝体受累为独立的预后因素。在预测术后 1 年内的复发方面,训练队列中的提名图模型的 C 指数为 0.733,验证队列中的 C 指数为 0.746。根据提名图评分,可将术后GBM患者分为高复发风险和低复发风险两类:结论:基于FLAIR高密度亚区定量指标的提名图模型可作为评估GBM复发风险的潜在标记。这种方法可以提高临床决策水平,并为 GBM 患者的复发评估提供另一种方法。
{"title":"Prognostic nomogram model based on quantitative metrics of subregions surrounding residual cavity in glioblastoma patients.","authors":"Lijuan Gao, Tao Yuan, Yawu Liu, Xiaoyun Yang, Yiming Li, Guanmin Quan","doi":"10.1007/s00432-024-06008-6","DOIUrl":"10.1007/s00432-024-06008-6","url":null,"abstract":"<p><strong>Background: </strong>The hyperintensity area surrounding the residual cavity on postoperative fluid-attenuated inversion recovery (FLAIR) image is a potential site for glioblastoma (GBM) recurrence. This study aimed to develop a nomogram using quantitative metrics from subregions of this area, prior to chemoradiotherapy (CRT), to predict early GBM recurrence.</p><p><strong>Methods: </strong>Adult patients with GBM diagnosed between October 2018 and October 2022 were retrospectively analyzed. Quantitative metrics, including the mean, maximum, minimum, median values, and standard deviation of FLAIR signal intensity (SI) (measured using 3D-Slicer software), were extracted from the following subregions surrounding the residual cavity on post-contrast T1-weighted (CE-T1WI)-FLAIR fusion images: the enhancing region (ER), non-enhancing region (NER), and combined ER + NER. Independent prognostic factors were identified using Cox regression and least absolute shrinkage and selection operator (LASSO) analyses and were incorporated into the prediction nomogram model. The model's performance was evaluated using the C-index, calibration curves, and decision curves.</p><p><strong>Results: </strong>A total of 129 adult GBM patients were enrolled and randomly assigned to a training (n = 90) and a validation cohorts (n = 39) in a 7:3 ratio. Sixty-nine patients experienced postoperative recurrence. Cox regression analysis identified subventricular zone involvement, the median FLAIR intensity in the ER, the rFLAIR (relative FLAIR intensity compared to the contralateral normal region) of ER + NER, and corpus callosum involvement as independent prognostic factors. For predicting recurrence within 1 year after surgery, the nomogram model had a C-index of 0.733 in the training cohort and 0.746 in the validation cohort. Based on the nomogram score, post-operative GBM patients could be stratified into high- and low-risk for recurrence.</p><p><strong>Conclusions: </strong>Nomogram models which based on quantitative metrics from FLAIR hyperintensity subregions may serve as potential markers for assessing GBM recurrence risk. This approach could enhance clinical decision-making and provide an alternative method for recurrence estimation in GBM patients.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"150 11","pages":"483"},"PeriodicalIF":2.7,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11530551/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142564504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Challenges in the treatment of soft-tissue plasmacytoma: a retrospective analysis of 120 patients with extramedullary multiple myeloma. 治疗软组织浆细胞瘤的挑战:对120名髓外多发性骨髓瘤患者的回顾性分析。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-10-29 DOI: 10.1007/s00432-024-05993-y
Dominik Zolnowski, Simone Karp, Paul Warncke, Jessica Zinn, Marcel Pannach, Regina Herbst, Annette Hänel, Anke Morgner, Stefan Ibach, Stephan Fricke, Mathias Hänel

Purpose: Despite the development of novel drugs and the widespread use of hematopoietic cell transplantation, the prognosis of patients (pts) with multiple myeloma and extramedullary involvement (soft-tissue plasmacytoma, STP) is rather unfavorable.

Methods: A retrospective analysis of 120 pts with STP treated between 2007 and 2022 was performed. The effects of demographic and clinical characteristics on treatment response, progression-free survival (PFS), and overall survival (OS) were evaluated.

Results: The rate of serological response to first-line STP treatment (at least partial remission) was 67%, and the rate of imaging response was 59%. With a median follow-up of 84.2 months, the median PFS was 10.5 months (primary STP: 20.2 months; secondary STP: 5.8 months), and the median OS was 24.5 months (primary STP: 34.5 months; secondary STP: 12.4 months). Based on the multivariate regression analysis, secondary STP (HRPFS 2.75; HROS 2.63) and organ involvement (HRPFS 1.45; HROS 1.68) were found to be negative prognostic factors of both PFS and OS. In a prognostic model, pts with at least one of these factors had a significantly worse PFS (HRPFS 3.31) and OS (HROS 3.45) than those with none risk factor.

Conclusion: In pts with STP, risk-adapted treatment strategies including immunotherapies and cell therapies are urgently required.

目的:尽管新药层出不穷,造血细胞移植也得到广泛应用,但多发性骨髓瘤髓外受累(软组织浆细胞瘤,STP)患者(pts)的预后却相当不乐观:对2007年至2022年间接受治疗的120名STP患者进行了回顾性分析。方法:对2007年至2022年间接受治疗的120例STP患者进行了回顾性分析,评估了人口统计学和临床特征对治疗反应、无进展生存期(PFS)和总生存期(OS)的影响:结果:STP一线治疗的血清学应答率(至少部分缓解)为67%,影像学应答率为59%。中位随访时间为84.2个月,中位PFS为10.5个月(一线STP:20.2个月;二线STP:5.8个月),中位OS为24.5个月(一线STP:34.5个月;二线STP:12.4个月)。多变量回归分析发现,继发性 STP(HRPFS 2.75;HROS 2.63)和器官受累(HRPFS 1.45;HROS 1.68)是 PFS 和 OS 的负预后因素。在预后模型中,至少有上述一个因素的患者的PFS(HRPFS 3.31)和OS(HROS 3.45)明显差于无风险因素的患者:结论:对于 STP 患者,迫切需要包括免疫疗法和细胞疗法在内的风险适应性治疗策略。
{"title":"Challenges in the treatment of soft-tissue plasmacytoma: a retrospective analysis of 120 patients with extramedullary multiple myeloma.","authors":"Dominik Zolnowski, Simone Karp, Paul Warncke, Jessica Zinn, Marcel Pannach, Regina Herbst, Annette Hänel, Anke Morgner, Stefan Ibach, Stephan Fricke, Mathias Hänel","doi":"10.1007/s00432-024-05993-y","DOIUrl":"10.1007/s00432-024-05993-y","url":null,"abstract":"<p><strong>Purpose: </strong>Despite the development of novel drugs and the widespread use of hematopoietic cell transplantation, the prognosis of patients (pts) with multiple myeloma and extramedullary involvement (soft-tissue plasmacytoma, STP) is rather unfavorable.</p><p><strong>Methods: </strong>A retrospective analysis of 120 pts with STP treated between 2007 and 2022 was performed. The effects of demographic and clinical characteristics on treatment response, progression-free survival (PFS), and overall survival (OS) were evaluated.</p><p><strong>Results: </strong>The rate of serological response to first-line STP treatment (at least partial remission) was 67%, and the rate of imaging response was 59%. With a median follow-up of 84.2 months, the median PFS was 10.5 months (primary STP: 20.2 months; secondary STP: 5.8 months), and the median OS was 24.5 months (primary STP: 34.5 months; secondary STP: 12.4 months). Based on the multivariate regression analysis, secondary STP (HR<sub>PFS</sub> 2.75; HR<sub>OS</sub> 2.63) and organ involvement (HR<sub>PFS</sub> 1.45; HR<sub>OS</sub> 1.68) were found to be negative prognostic factors of both PFS and OS. In a prognostic model, pts with at least one of these factors had a significantly worse PFS (HR<sub>PFS</sub> 3.31) and OS (HR<sub>OS</sub> 3.45) than those with none risk factor.</p><p><strong>Conclusion: </strong>In pts with STP, risk-adapted treatment strategies including immunotherapies and cell therapies are urgently required.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"150 10","pages":"482"},"PeriodicalIF":2.7,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11522042/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142545641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Dysregulation of SIGLEC1 in non-small cell lung cancer: prognostic implications and immunomodulatory role-a multicenter cohort study. 非小细胞肺癌中 SIGLEC1 的失调:预后影响和免疫调节作用--一项多中心队列研究。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-10-29 DOI: 10.1007/s00432-024-06005-9
Yuan Liu, Wei Lin, Yang Gu, Chenlin Lu, Xuan Zhou, Hongyu Zhao, Gaoren Wang, Aiguo Shen

Purpose: To investigate the clinical significance and functional role of SIGLEC1-positive cells in non-small cell lungcancer (NSCLC) patients, focusing on their prognostic impact and therapeutic response.

Methods: A multicenter retrospective cohort analysis was conducted, integrating data from multiple sources. Weanalyzed SIGLEC1 expression in NSCLC tissues, clinicopathological features, overall survival outcomes,chemotherapy responsiveness, and sensitivity to targeted therapies. We also developed a prognostic model basedon SIGLEC1 expression and clinical variables.

Results: SIGLEC1 expression was significantly downregulated in NSCLC tissues, and the density of SIGLEC1-positivecells was inversely correlated with various clinicopathological features. Notably, patients with high infiltration ofSIGLEC1-positive cells exhibited significantly better overall survival outcomes. Furthermore, elevated SIGLEC1expression was associated with improved responsiveness to chemotherapy and demonstrated distinct patterns ofsensitivity to targeted therapies. A robust prognostic model was developed by integrating SIGLEC1 expression andclinical variables.

Conclusions: This study highlighted the downregulation of SIGLEC1 in NSCLC tissues and its significant associationwith patient prognosis and therapeutic response. The findings suggested that SIGLEC1 played a critical role inmodulating the tumor immune microenvironment and has potential as both a prognostic biomarker and therapeutictarget in NSCLC.

目的:研究SIGLEC1阳性细胞在非小细胞肺癌(NSCLC)患者中的临床意义和功能作用,重点关注其对预后的影响和治疗反应:我们整合了多个来源的数据,进行了一项多中心回顾性队列分析。我们分析了 SIGLEC1 在 NSCLC 组织中的表达、临床病理特征、总生存率、化疗反应性以及对靶向治疗的敏感性。我们还根据 SIGLEC1 的表达和临床变量建立了一个预后模型:结果:SIGLEC1在NSCLC组织中的表达明显下调,SIGLEC1阳性细胞的密度与各种临床病理特征成反比。值得注意的是,SIGLEC1阳性细胞浸润程度高的患者总生存率明显更高。此外,SIGLEC1表达的升高与化疗反应性的改善有关,并表现出对靶向治疗敏感的独特模式。通过整合 SIGLEC1 表达和临床变量,建立了一个可靠的预后模型:本研究强调了SIGLEC1在NSCLC组织中的下调及其与患者预后和治疗反应的显著相关性。研究结果表明,SIGLEC1 在调节肿瘤免疫微环境中发挥着关键作用,有望成为 NSCLC 的预后生物标志物和治疗靶点。
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引用次数: 0
HMGB1/TREM1 crosstalk between heat-injured hepatocytes and macrophages promotes HCC progression after RFA. 热损伤肝细胞和巨噬细胞之间的 HMGB1/TREM1 相互交织促进了 RFA 后的 HCC 进展。
IF 2.7 3区 医学 Q3 ONCOLOGY Pub Date : 2024-10-28 DOI: 10.1007/s00432-024-05996-9
Bin Xiong, Chunming Li, Guoqing Hong, Junke Li, Qing Luo, Jianping Gong, Xing Lai

Purpose: Tumor recurrence after radiofrequency ablation (RFA) affects the survival rate of patients and limits its clinical application. Tumor recurrence around the ablation area may be related to the thermal injury of hepatocytes (HCs) around the tumor, but the specific mechanism is still unclear.

Methods: A liver cancer thermal injury mouse model was established via RFA in the C57BL/6 mice. Primary HCs and Kupffer cells (KCs) were isolated and cultured to assess their sensitivity to thermal injury via the MTT assay. Flow cytometry was used to assess macrophage polarization. Furthermore, Western blotting and co-immunoprecipitation (co-IP) were utilized to evaluate the protein expression of intracellular signaling pathway. Finally, Transwell and wound healing assays was conducted to evaluate the invasion potential of liver cancer cells.

Results: Our findings revealed that RFA-induced liver thermal injury promoted the upregulation and secretion of HMGB1 in HCs. HMGB1 had a protective effect on HCs thermal injury, potentially mediated through autophagy regulation. Heat-injured HCs release HMGB1, which activates the TREM1/JAK2/STAT3 signaling pathway in KCs, thus fostering an immunosuppressive tumor microenvironment (TME). Moreover, HMGB1 secretion by heat-injured HCs exacerbates the migration and invasion of HCC cells by influencing macrophage polarization.

Conclusion: RFA-induced thermal injury triggers HMGB1 release from HCs, driving macrophage M2 polarization and increasing the invasion ability of liver cancer cells. These findings reveal a potential therapeutic target for combating liver cancer recurrence following thermal ablation.

目的:射频消融术(RFA)后肿瘤复发会影响患者的生存率,并限制其临床应用。消融区域周围的肿瘤复发可能与肿瘤周围肝细胞(HCs)的热损伤有关,但具体机制尚不清楚:方法:在 C57BL/6 小鼠中通过 RFA 建立肝癌热损伤小鼠模型。方法:通过 RFA 在 C57BL/6 小鼠体内建立肝癌热损伤小鼠模型,分离并培养原代 HC 细胞和 Kupffer 细胞(KCs),通过 MTT 试验评估它们对热损伤的敏感性。流式细胞术用于评估巨噬细胞的极化。此外,还利用 Western 印迹和共免疫沉淀(co-immunoprecipitation,co-IP)来评估细胞内信号通路的蛋白表达。最后,通过Transwell和伤口愈合试验评估肝癌细胞的侵袭潜力:我们的研究结果表明,RFA诱导的肝热损伤促进了HCs中HMGB1的上调和分泌。HMGB1对HCs热损伤有保护作用,可能是通过自噬调节介导的。热损伤的 HCs 释放 HMGB1,激活 KCs 的 TREM1/JAK2/STAT3 信号通路,从而形成免疫抑制性肿瘤微环境(TME)。此外,热损伤的HCs分泌的HMGB1通过影响巨噬细胞的极化,加剧了HCC细胞的迁移和侵袭:结论:射频消融诱导的热损伤会触发HCs释放HMGB1,推动巨噬细胞M2极化,增强肝癌细胞的侵袭能力。这些发现揭示了抗击热消融后肝癌复发的潜在治疗靶点。
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引用次数: 0
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Journal of Cancer Research and Clinical Oncology
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