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Impact of comorbidities on treatment management and prognosis in patients with anaplastic thyroid cancer (ATC). 合并症对间变性甲状腺癌(ATC)患者治疗管理及预后的影响。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1007/s00432-025-06403-7
Teresa Augustin, Dmytro Oliinyk, Marlen Haderlein, Charlotte Frei, Julia Jacob, Daniel Medenwald, Maike Trommer, Matthias Mäurer, Sonia Drozdz, Alexander Rühle, Anca-Ligia Grosu, Nils Henrik Nicolay, Maria Waltenberger, Stephanie E Combs, Anastassia Löser, Michael Oertel, Hans Theodor Eich, Stefan Janssen, Josefine Rauch, Ralph Gurtner, Robert Renollet, Christine Spitzweg, Dirk Vordermark, Claus Belka, Lukas Käsmann

To evaluate the impact of comorbidities on treatment allocation and prognosis in anaplastic thyroid cancer, 137 patients from 10 German tertiary cancer centers treated with radiotherapy between 2001 and 2020 were analyzed. Four validated comorbidity scores were applied to assess comorbidity burden. The primary objective was to identify prognostic factors for the survival rate at 6 months after radiotherapy and discriminate the comorbidity scores using concordance statistics, ROC curve net reclassification index, and integrated discrimination improvement for 6-month survival. The median overall survival (OS) of the entire cohort was 4 months (95% CI = 2.72-5.28). The 6-, 12- and 24-months survival rates were 42.1%, 29.0% and 15.0%, respectively. In the univariate analysis, Karnofsky Performance Score (KPS) (> 70%, p < 0.001), UICC stage (p < 0.001), treatment modality (p < 0.001), intention of treatment (p < 0.001) as well as lower scores in the conventional Charlson Comorbidity Index (cCCI, p < 0.001), the updated Charlson Comorbidity Index (uCCI, p < 0.001) were associated with improved OS. KPS (> 70%, p = 0.06) and type of therapy (p = 0.087) showed a trend in multivariate analysis. Higher comorbidity burden (cCCI and uCCI) was associated with less intensive treatment and lower cumulative radiation doses in univariable analyses. However, after adjustment for age and metastatic status, none of the comorbidity indices remained independently associated with the use of multimodal therapy or the prescribed EQD2 dose (p > 0.05). Age, but not metastatic status, was linked to a reduced likelihood of receiving multimodal treatment. In contrast, KPS emerged as the only independent predictor of higher EQD2 dose levels in the multivariable models.

为了评估合并症对间变性甲状腺癌治疗分配和预后的影响,我们分析了2001年至2020年期间来自10个德国三级癌症中心的137名接受放疗的患者。采用四个有效的共病评分来评估共病负担。主要目的是确定放疗后6个月生存率的预后因素,并使用一致性统计、ROC曲线净重分类指数和6个月生存率的综合判别改善来区分合并症评分。整个队列的中位总生存期(OS)为4个月(95% CI = 2.72-5.28)。6、12、24个月生存率分别为42.1%、29.0%、15.0%。单因素分析中,Karnofsky Performance Score (KPS) (> 70%, p 70%, p = 0.06)和治疗类型(p = 0.087)在多因素分析中呈现趋势。在单变量分析中,较高的合并症负担(cCCI和uCCI)与较低的强化治疗和较低的累积辐射剂量相关。然而,在调整年龄和转移状态后,没有任何合并症指标与多模式治疗的使用或规定的EQD2剂量独立相关(p < 0.05)。年龄,而非转移状态,与接受多模式治疗的可能性降低有关。相反,在多变量模型中,KPS成为较高EQD2剂量水平的唯一独立预测因子。
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引用次数: 0
Extracellular vesicles-derived non-coding RNA in leukemias and pre-leukemic syndromes: a systematic review. 细胞外囊泡衍生的非编码RNA在白血病和白血病前期综合征中的作用:一项系统综述。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1007/s00432-025-06385-6
Narjes Seddighi, Malihe Najafpour, Mohammadreza Riyahi, Sepideh Mahmoudzadeh, Mehdi Talebi

Background: Hematological malignancies, including leukemia, lymphoma, and multiple myeloma, are among the most aggressive cancers, with high mortality rates and limited early diagnostic tools. Exosomes, nano-sized extracellular vesicles secreted by numerous cells including tumor cells, have emerged as promising biomarkers due to their stability, non-invasive isolation, and disease-specific molecular cargo, particularly non-coding RNAs (ncRNAs).

Method: This systematic review, conducted following PRISMA 2020 guidelines, evaluated the diagnostic and prognostic potential of exosomal ncRNAs in hematological malignancies by analyzing 16 studies from five databases (Scopus, PubMed, Embase, Web of Science, and ProQuest).

Result: Key findings revealed that exosomal microRNAs, such as miR-532, miR-10b, and miR-21 in acute myeloid leukemia, miR-326 in acute lymphoblastic leukemia, and miR-494 in chronic myeloid leukemia, exhibit significant differential expression between patients and healthy controls, correlating with disease progression, treatment resistance, and survival outcomes. Moreover, long non-coding RNAs and circular RNAs were identified as potential biomarkers in myelodysplastic syndromes and leukemia. This review highlights the role of exosomal ncRNAs in liquid biopsies for early detection and monitoring. However, heterogeneity in isolation methods and sample sizes emphasizes the need for standardized protocols.

Conclusion: These findings highlight the transformative potential of exosomal ncRNAs in precision oncology, offering novel ways for non-invasive diagnostics, prognostic stratification, and targeted therapies in hematological malignancies. Additional studies are necessary to validate these biomarkers and explore their clinical applications.

背景:血液系统恶性肿瘤,包括白血病、淋巴瘤和多发性骨髓瘤,是最具侵袭性的癌症之一,具有高死亡率和有限的早期诊断工具。外泌体是由包括肿瘤细胞在内的许多细胞分泌的纳米级细胞外囊泡,由于其稳定性、非侵入性分离和疾病特异性分子货物,特别是非编码rna (ncRNAs),已成为有希望的生物标志物。方法:本系统综述遵循PRISMA 2020指南,通过分析来自5个数据库(Scopus、PubMed、Embase、Web of Science和ProQuest)的16项研究,评估了外泌体ncRNAs在血液系统恶性肿瘤中的诊断和预后潜力。结果:关键研究结果显示,急性髓性白血病中的miR-532、miR-10b和miR-21,急性淋巴细胞白血病中的miR-326,慢性髓性白血病中的miR-494等外泌体microrna在患者和健康对照组中表现出显著的表达差异,与疾病进展、治疗耐药性和生存结局相关。此外,长链非编码rna和环状rna被确定为骨髓增生异常综合征和白血病的潜在生物标志物。这篇综述强调了外泌体ncrna在液体活检中早期检测和监测的作用。然而,隔离方法和样本量的异质性强调了标准化方案的必要性。结论:这些发现突出了外泌体ncRNAs在精确肿瘤学中的转化潜力,为血液系统恶性肿瘤的非侵入性诊断、预后分层和靶向治疗提供了新的途径。需要进一步的研究来验证这些生物标志物并探索其临床应用。
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引用次数: 0
Commentary on early survival gains from adding radiotherapy to ımmunotherapy in bone-metastatic NSCLC. 骨转移性非小细胞肺癌ımmunotherapy加放疗的早期生存获益评论。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-23 DOI: 10.1007/s00432-025-06402-8
Pınar Peker
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引用次数: 0
Neoadjuvant SBRT and intraoperative electron radiotherapy in pancreatic cancer resection. 新辅助SBRT与术中电子放疗在胰腺癌切除术中的应用。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1007/s00432-025-06397-2
Gianella Cornejo, Alon Pikarsky, Ayala Hubert, Marc Wygoda, Antoni Skripai, Aron Popovtzer, Jon Feldman, Yair Hillman, Liat Appelbaum, Mark Temper, Abed Khalaileh, Ashraf Imam, Gideon Zamir, Philip Blumenfeld

Background/objectives: Pancreatic cancer surgery frequently results in positive margins and local recurrence despite multimodal treatment. This study evaluated whether combining neoadjuvant stereotactic body radiotherapy (SBRT) with intraoperative electron radiotherapy (IOeRT) during resection could improve local control and surgical outcomes.

Methods: A retrospective analysis was performed on 15 patients with resectable or borderline resectable pancreatic adenocarcinoma treated between 2021 and 2023. All patients received image-guided, motion-managed SBRT (35-40 Gy/5 fractions to PTV_high; 25 Gy/5 fractions to PTV_low) followed by surgical resection and IOeRT (median 10 Gy; 12 Gy when margins were at risk). Toxicities were graded by CTCAE v5.0 and postoperative complications by Clavien-Dindo criteria. Follow-up included imaging and CA 19-9 every 3 months. Survival was estimated using Kaplan-Meier analysis.

Results: Mean patient age was 66 years; 60% had tumors in the pancreatic body and 40% in the head. Two-thirds were borderline resectable and received neoadjuvant chemotherapy. Margin-negative resection was achieved in 86.7%, including two complete pathologic responses in BRCA2-mutated tumors. Median overall and progression-free survival were 30 and 16 months, respectively. One patient (6.7%) developed isolated local recurrence, while distant metastases occurred in over half. Toxicities were mainly grade 1-2 fatigue, nausea, or pain; surgical complications were grade 1-2 in 53%, grade 3 in 7%, and grade 5 in 7%.

Conclusions: Neoadjuvant SBRT with IOeRT during pancreatic cancer resection is feasible, achieves high rates of negative margins, and provides promising local control. Distant progression remains the dominant mode of failure.

背景/目的:尽管采用多种治疗方式,胰腺癌手术仍经常导致边缘阳性和局部复发。本研究评估了在切除期间联合新辅助立体定向体放疗(SBRT)和术中电子放疗(IOeRT)是否能改善局部控制和手术结果。方法:回顾性分析2021年至2023年间治疗的15例可切除或交界性可切除胰腺腺癌患者。所有患者均接受图像引导、运动管理的SBRT (35-40 Gy/5分至PTV_high; 25 Gy/5分至PTV_low),然后进行手术切除和IOeRT(中位10 Gy;边缘有危险时为12 Gy)。CTCAE v5.0分级毒副反应,Clavien-Dindo分级术后并发症。随访包括每3个月的影像学检查和CA 19-9检查。使用Kaplan-Meier分析估计生存率。结果:患者平均年龄66岁;60%的肿瘤在胰腺体,40%的肿瘤在头部。三分之二的患者可边缘切除并接受新辅助化疗。86.7%的患者实现了边缘阴性切除,包括2例brca2突变肿瘤的完全病理反应。中位总生存期和无进展生存期分别为30个月和16个月。1例患者(6.7%)发生局部孤立复发,而超过一半的患者发生远处转移。毒性反应主要为1-2级疲劳、恶心或疼痛;手术并发症1-2级占53%,3级占7%,5级占7%。结论:胰腺癌切除术中新辅助SBRT联合IOeRT是可行的,可获得较高的阴性边缘率,并提供有希望的局部控制。遥远的进展仍然是失败的主要模式。
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引用次数: 0
Brahmi (Bacopa monnieri) plant preparation facilitates to enhance the activities of dendritic cells to control non-small cell lung cancer (NSCLC). 假马齿苋(Bacopa monnieri)植物制剂有助于增强树突状细胞的活性,以控制非小细胞肺癌(NSCLC)。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-22 DOI: 10.1007/s00432-025-06386-5
R Ilaya Kumar, Kavya Jain, Prashasti Arora, Harshnna Gururajan, Karan Raj Rai, Oishi Mukherjee, Melvin George, Koustav Sarkar

Background: Brahmi (Bacopa monnieri) plant preparation (BPP) has been recognizedfor its immunomodulatory capabilities, but its molecular and epigenetic effects onimmune cells in non-small cell lung cancer (NSCLC) remain unknown.

Objective: Thisstudy investigated the way BPP influenced the molecular phenotype and functionalprofile of monocyte-derived dendritic cells (DCs) derived from an NSCLC patient anda healthy donor.

Result: BPP treatment enhanced DC maturation, as demonstrated byelevated levels of CD1d and co-stimulatory molecules (CD80/CD86), and conditionedsupernatants that efficiently activated autologous T cells. BPP increased proinflammatorysignaling molecules STAT1, STAT2, STAT4, and total NF-κB, whiledecreasing STAT3, STAT5, STAT6, and the DNA-repair protein DNAPKcs.Transcriptional analysis indicated a Th1-oriented immune program, characterized bythe up-regulation of TBX21, IFNG, and TP53, alongside the down-regulation ofGATA3, FOXP3, RORC, IL10, and MYC. Chromatin profiling revealed an enrichmentof H3K4me3 and H3K14ac, alongside p53 recruitment at the IFNG/TBX21 loci,accompanied by diminished levels of H3K27me3, HDAC2, and reduced promoteroccupancy by c-Myc and NF-κB. BPP enhanced the secretion of IFN-γ, IL-2, and TNF-α while diminishing IL-4, IL-10, and IL-17, establishing a pro-inflammatoryenvironment indicative of Th1-type polarization. Co-culture experiments validatedincreased cytotoxic T-cell activity against A549 cells (NSCLC cells), assessed throughLDH release and statistically confirmed via ANOVA with Tukey post-hoc analysis.

Conclusion: Overall, these findings demonstrate the ability of BPP to influence dendritic and T-cell responses in NSCLC via coordinated transcriptional and chromatinremodelling activities.

背景:假马齿苋(Bacopa monnieri)植物制剂(BPP)因其免疫调节能力而被公认,但其对非小细胞肺癌(NSCLC)免疫细胞的分子和表观遗传学影响尚不清楚。目的:本研究探讨BPP对来自非小细胞肺癌患者和健康供体的单核细胞来源的树突状细胞(dc)的分子表型和功能特征的影响。结果:BPP处理增强了DC成熟,CD1d和共刺激分子(CD80/CD86)水平升高,条件上清液有效激活了自体T细胞。BPP增加促炎信号分子STAT1、STAT2、STAT4和总NF-κB,同时降低STAT3、STAT5、STAT6和dna修复蛋白DNAPKcs。转录分析表明,这是一个以th1为导向的免疫程序,其特征是TBX21、IFNG和TP53上调,gata3、FOXP3、RORC、IL10和MYC下调。染色质分析显示H3K4me3和H3K14ac的富集,以及p53在IFNG/TBX21位点的募集,伴随着H3K27me3、HDAC2水平的降低,以及c-Myc和NF-κB启动子占用的减少。BPP增强了IFN-γ、IL-2和TNF-α的分泌,同时降低了IL-4、IL-10和IL-17,建立了一个促炎环境,表明th1型极化。共培养实验验证了抗A549细胞(NSCLC细胞)的细胞毒性t细胞活性增加,通过ldh释放进行评估,并通过方差分析与Tukey事后分析进行统计证实。结论:总的来说,这些发现表明BPP能够通过协调的转录和染色质重塑活动影响NSCLC中树突状细胞和t细胞的反应。
{"title":"Brahmi (Bacopa monnieri) plant preparation facilitates to enhance the activities of dendritic cells to control non-small cell lung cancer (NSCLC).","authors":"R Ilaya Kumar, Kavya Jain, Prashasti Arora, Harshnna Gururajan, Karan Raj Rai, Oishi Mukherjee, Melvin George, Koustav Sarkar","doi":"10.1007/s00432-025-06386-5","DOIUrl":"10.1007/s00432-025-06386-5","url":null,"abstract":"<p><strong>Background: </strong>Brahmi (Bacopa monnieri) plant preparation (BPP) has been recognizedfor its immunomodulatory capabilities, but its molecular and epigenetic effects onimmune cells in non-small cell lung cancer (NSCLC) remain unknown.</p><p><strong>Objective: </strong>Thisstudy investigated the way BPP influenced the molecular phenotype and functionalprofile of monocyte-derived dendritic cells (DCs) derived from an NSCLC patient anda healthy donor.</p><p><strong>Result: </strong>BPP treatment enhanced DC maturation, as demonstrated byelevated levels of CD1d and co-stimulatory molecules (CD80/CD86), and conditionedsupernatants that efficiently activated autologous T cells. BPP increased proinflammatorysignaling molecules STAT1, STAT2, STAT4, and total NF-κB, whiledecreasing STAT3, STAT5, STAT6, and the DNA-repair protein DNAPKcs.Transcriptional analysis indicated a Th1-oriented immune program, characterized bythe up-regulation of TBX21, IFNG, and TP53, alongside the down-regulation ofGATA3, FOXP3, RORC, IL10, and MYC. Chromatin profiling revealed an enrichmentof H3K4me3 and H3K14ac, alongside p53 recruitment at the IFNG/TBX21 loci,accompanied by diminished levels of H3K27me3, HDAC2, and reduced promoteroccupancy by c-Myc and NF-κB. BPP enhanced the secretion of IFN-γ, IL-2, and TNF-α while diminishing IL-4, IL-10, and IL-17, establishing a pro-inflammatoryenvironment indicative of Th1-type polarization. Co-culture experiments validatedincreased cytotoxic T-cell activity against A549 cells (NSCLC cells), assessed throughLDH release and statistically confirmed via ANOVA with Tukey post-hoc analysis.</p><p><strong>Conclusion: </strong>Overall, these findings demonstrate the ability of BPP to influence dendritic and T-cell responses in NSCLC via coordinated transcriptional and chromatinremodelling activities.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"152 1","pages":"18"},"PeriodicalIF":2.8,"publicationDate":"2025-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12722597/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145809566","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
Performance of large language models in reporting oral health concerns and side effects in head and neck cancer: a comparative study. 大型语言模型在报告口腔健康问题和头颈癌副作用中的表现:一项比较研究
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-20 DOI: 10.1007/s00432-025-06400-w
Jonas Rast, Susanne Wiegand, Jana Biermann, Annette Wiegand, Felix Marschner

Purpose: With increasing reliance on large language models (LLMs) for health information, this study evaluated reliability and quality, understandability, actionability, readability and misinformation risk of responses from LLMs to oral health concerns and oral side effects in head and neck cancer (HNC) patients.

Methods: Frequently asked questions on oral health and HNC therapy side effects were identified via ChatGPT-GPT-4-turbo and Gemini-2.5 Flash, then submitted to eight LLMs (ChatGPT-GPT-4-turbo, Gemini-2.5 Flash, Microsoft Copilot, Perplexity, Chatsonic, Mistral, Meta AI-Llama 4, DeepSeek-R1). Responses were assessed using DISCERN and modified DISCERN instruments (reliability and quality), Patient Education Materials Assessment Tool (PEMAT [understandability and actionability]), Flesch-Reading-Ease-Score (FRES [readability]), misinformation score, citations, and wordcounts. Statistical analysis was done by Scheirer-Ray-Hare-test followed by Dunn's post-hoc-tests and Bonferroni-Holm correction (p < 0.05).

Results: A total of 40 questions belonging to 12 oral health-related categories were identified. Statistically significant differences between LLMs were found for DISCERN, modified DISCERN, PEMAT-understandability, PEMAT-actionability, FRES, and word counts (p < 0.001). Median DISCERN and modified DISCERN scores amounted from 47.0 (ChatGPT-GPT-4-turbo) to 59.0 (Perplexity, Chatsonic) and from 2.0 (Gemini-2.5 Flash, Mistral) to 5.0 (Perplexity) indicating good to fair reliability. LLMs were understandable (median PEMAT-understandability scores ≥ 75.0), but provided limited specific guidance (median PEMAT-actionability scores ≤ 40) and used complex language (median FRES ≤ 40.2). Misinformation risk was generally low and not statistically significant among LLMs (p = 0.768).

Conclusion: Despite a low overall misinformation risk, deficits in actionability highlight the need for cautious integration of LLMs into HNC patient education.

目的:随着对大型语言模型(llm)健康信息的依赖程度越来越高,本研究评估了llm对头颈癌(HNC)患者口腔健康问题和口腔副作用反应的可靠性和质量、可理解性、可操作性、可读性和错误信息风险。方法:通过ChatGPT-GPT-4-turbo和Gemini-2.5 Flash识别口腔健康常见问题和HNC治疗副作用,然后提交给8个LLMs (ChatGPT-GPT-4-turbo、Gemini-2.5 Flash、Microsoft Copilot、Perplexity、Chatsonic、Mistral、Meta AI-Llama 4、DeepSeek-R1)。使用DISCERN和改良的DISCERN工具(可靠性和质量)、患者教育材料评估工具(PEMAT[可理解性和可操作性])、阅读简易评分(FRES[可读性])、错误信息评分、引用和字数进行评估。采用Scheirer-Ray-Hare-test进行统计分析,随后进行Dunn's post-hoc-test和Bonferroni-Holm校正(p)。结果:共确定了12个口腔健康相关类别的40个问题。法学硕士在DISCERN、改良的DISCERN、pemat可理解性、pemat可操作性、FRES和字数统计方面存在统计学上的显著差异(p结论:尽管总体错误信息风险较低,但可操作性的缺陷突出了法学硕士在HNC患者教育中谨慎整合的必要性。
{"title":"Performance of large language models in reporting oral health concerns and side effects in head and neck cancer: a comparative study.","authors":"Jonas Rast, Susanne Wiegand, Jana Biermann, Annette Wiegand, Felix Marschner","doi":"10.1007/s00432-025-06400-w","DOIUrl":"10.1007/s00432-025-06400-w","url":null,"abstract":"<p><strong>Purpose: </strong>With increasing reliance on large language models (LLMs) for health information, this study evaluated reliability and quality, understandability, actionability, readability and misinformation risk of responses from LLMs to oral health concerns and oral side effects in head and neck cancer (HNC) patients.</p><p><strong>Methods: </strong>Frequently asked questions on oral health and HNC therapy side effects were identified via ChatGPT-GPT-4-turbo and Gemini-2.5 Flash, then submitted to eight LLMs (ChatGPT-GPT-4-turbo, Gemini-2.5 Flash, Microsoft Copilot, Perplexity, Chatsonic, Mistral, Meta AI-Llama 4, DeepSeek-R1). Responses were assessed using DISCERN and modified DISCERN instruments (reliability and quality), Patient Education Materials Assessment Tool (PEMAT [understandability and actionability]), Flesch-Reading-Ease-Score (FRES [readability]), misinformation score, citations, and wordcounts. Statistical analysis was done by Scheirer-Ray-Hare-test followed by Dunn's post-hoc-tests and Bonferroni-Holm correction (p < 0.05).</p><p><strong>Results: </strong>A total of 40 questions belonging to 12 oral health-related categories were identified. Statistically significant differences between LLMs were found for DISCERN, modified DISCERN, PEMAT-understandability, PEMAT-actionability, FRES, and word counts (p < 0.001). Median DISCERN and modified DISCERN scores amounted from 47.0 (ChatGPT-GPT-4-turbo) to 59.0 (Perplexity, Chatsonic) and from 2.0 (Gemini-2.5 Flash, Mistral) to 5.0 (Perplexity) indicating good to fair reliability. LLMs were understandable (median PEMAT-understandability scores ≥ 75.0), but provided limited specific guidance (median PEMAT-actionability scores ≤ 40) and used complex language (median FRES ≤ 40.2). Misinformation risk was generally low and not statistically significant among LLMs (p = 0.768).</p><p><strong>Conclusion: </strong>Despite a low overall misinformation risk, deficits in actionability highlight the need for cautious integration of LLMs into HNC patient education.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"152 1","pages":"17"},"PeriodicalIF":2.8,"publicationDate":"2025-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12718290/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145794166","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
Unveiling hidden players: the role of intratumoral microbiota in gastrointestinal cancer dynamics. 揭示隐藏的参与者:肿瘤内微生物群在胃肠道癌症动力学中的作用。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1007/s00432-025-06401-9
Wanfen Tang, Fakai Li, Hongjuan Zheng, Shishi Zhou, Chenhui Li, Xifeng Xu, Jianfei Fu

The intratumoral microbiota has emerged as a critical modulator of gastrointestinal (GI) tumour pathogenesis, influencing cancer initiation, progression, and treatment response. Recent studies have revealed that tumour-resident microbes, such as Fusobacterium nucleatum (F. nucleatum) and Bacteroides fragilis, contribute to metabolic reprogramming, immune evasion, and metastatic spread via mechanisms including microbiota-derived metabolites, induction of epithelial-mesenchymal transition, and conditioning of the premetastatic niche. Advances in multiomics technologies have enabled the precise characterization of microbial composition and function within the tumour microenvironment, revealing prognostic and predictive microbial signatures. Furthermore, emerging evidence highlights the potential of targeting the intratumoral microbiota to enhance conventional therapies and immunotherapies. This review summarizes key developments in understanding the role of the intratumoral microbiota in GI cancers and discusses future directions for translating these insights into clinical applications.

肿瘤内微生物群已成为胃肠道(GI)肿瘤发病机制的关键调节剂,影响癌症的发生、进展和治疗反应。最近的研究表明,肿瘤内的微生物,如核梭杆菌(F. nucleatum)和脆弱拟杆菌(Bacteroides fragilis),通过微生物衍生代谢物、诱导上皮-间质转化和转移前生态位的调节等机制,有助于代谢重编程、免疫逃避和转移传播。多组学技术的进步已经能够精确表征肿瘤微环境中的微生物组成和功能,揭示预后和预测微生物特征。此外,新出现的证据强调了靶向肿瘤内微生物群以增强常规治疗和免疫治疗的潜力。这篇综述总结了理解肿瘤内微生物群在胃肠道癌症中的作用的关键进展,并讨论了将这些见解转化为临床应用的未来方向。
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引用次数: 0
Safety and efficacy of zolbetuximab plus chemotherapy for claudin 18 isoform 2-positive advanced gastric cancer: initial report of real-world experience. 唑贝昔单抗联合化疗治疗claudin 18亚型2阳性晚期胃癌的安全性和有效性:真实世界经验的初步报告。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-18 DOI: 10.1007/s00432-025-06406-4
Keitaro Shimozaki, Akira Ooki, Shota Fukuoka, Hiroki Osumi, Kaoru Yoshikawa, Koichiro Yoshino, Shohei Udagawa, Takeru Wakatsuki, Eiji Shinozaki, Mariko Ogura, Keisho Chin, Kensei Yamaguchi

Purpose: This study evaluated the safety and preliminary efficacy of zolbetuximab plus chemotherapy in patients with claudin 18 isoform 2 (CLDN18.2)-positive advanced gastric cancer (AGC).

Methods: This single-institutional retrospective study enrolled patients with HER2-negative CLDN18.2-positive AGC who were treated with zolbetuximab plus chemotherapy between July 2024 and August 2025.

Results: The cohort included 50 patients with a median age of 63 years (range 30-83; 44% male). The primary tumor location was the stomach in 86% of the patients. Meanwhile, 26% of the patients underwent prior gastrectomy. The PD-L1 combined positive score was < 5 in 87% of patients. Among 24 patients with measurable lesions at baseline, the objective response and disease control rates were 66.7% and 87.5%, respectively. After median follow-up of 7.3 months, median progression-free survival and the duration of response were 6.7 [95% confidence interval (CI) 5.3-10.7] and 6.7 months (95% CI 4.7-10.2), respectively. Grade ≥ 3 treatment-emergent adverse events occurred in 62% of the patients, most commonly hypoalbuminemia (22%), neutrophil count decreased (22%) and anorexia (12%). Subsequent treatment was received by 83% of the patients.

Conclusions: Zolbetuximab plus chemotherapy was administered to real-world patients with CLDN18.2-positive AGC with acceptable safety profiles and showed preliminary antitumor efficacy. Nevertheless, some adverse events warrant careful monitoring.

目的:本研究评价唑贝昔单抗联合化疗治疗claudin 18 isoform 2 (CLDN18.2)阳性晚期胃癌(AGC)患者的安全性和初步疗效。方法:这项单机构回顾性研究纳入了2024年7月至2025年8月期间接受唑仑妥昔单抗联合化疗的her2阴性cldn18.2阳性AGC患者。结果:该队列包括50例患者,中位年龄为63岁(范围30-83岁,44%为男性)。86%的患者原发肿瘤部位为胃。同时,26%的患者接受过胃切除术。结论:Zolbetuximab联合化疗用于真实世界的cldn18.2阳性AGC患者,具有可接受的安全性,并显示初步的抗肿瘤疗效。然而,一些不良事件值得仔细监测。
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引用次数: 0
TC check: a web app for thyroid cancer recurrence prediction using explainable machine learning. TC检查:使用可解释的机器学习预测甲状腺癌复发的web应用程序。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1007/s00432-025-06377-6
Huashu Wen, Xiaohua Li, Xia Zhao

Background: Thyroid cancer (TC) is one of the most prevalent endocrine malignancies, and its recurrence presents a major clinical challenge that can adversely affect patient prognosis and treatment outcomes. Despite the progress in diagnostic methods, traditional statistical models still face limitations in accurately predicting TC recurrence due to the intricate interactions between clinical and pathological factors.

Methods: To address this challenge, the study presented a novel stacking ensemble learning framework for TC recurrence prediction. The dataset included a total of 383 patients, comprising 108 recurrence and 275 non-recurrence cases, and was stratified into training set (n = 268) and testing set (n = 115) using a 70:30 ratio. The proposed stacking framework integrated three heterogeneous base learners, namely Stochastic Gradient Descent (SGD), Extra Trees (ET), and Decision Trees (DT) with eXtreme Gradient Boosting (XGBoost) as the meta learner. The hyperparameter optimization of various learners was performed through 5-fold cross-validation on the training set. The model performance was evaluated on testing set using accuracy, precision, recall, F1-score, AUC, and Brier score (BS). To enhance the model's interpretability, the Shapley Additive Explanations (SHAP) method was utilized to identify the overall top influential factor and provide local interpretation for specific individual patient based model outcome.

Results: The proposed stacking model achieved accuracy of 96.52%, precision of 96.67%, recall of 90.62%, and F1-Score of 93.55%, AUC of 0.9921 on the testing set. The SHAP analysis revealed the top 5 critical factors to TC recurrence, including treatment response, age, N-stage, risk stratification, and adenopathy. Furthermore, an interactive and user-friendly prediction tool, TCCheck, was developed based on optimized stacking model, accessible online at https://tccheck-prediction-tool.streamlit.app/ .

Conclusion: The study presented an effective and interpretable stacking ensemble learning framework for predicting TC recurrence. By deploying the proposed framework as a web prediction tool, it enables explainable and individualized clinical decision support, thereby enhancing its translational value in real-world settings. Furthermore, the framework serves as a methodological reference for recurrence prediction in other cancer types.

背景:甲状腺癌(TC)是最常见的内分泌恶性肿瘤之一,其复发是一个重大的临床挑战,可影响患者的预后和治疗结果。尽管诊断方法不断进步,但由于临床和病理因素之间复杂的相互作用,传统的统计模型在准确预测TC复发方面仍然存在局限性。方法:为了解决这一挑战,研究提出了一种新的用于TC递归预测的堆叠集成学习框架。数据集共纳入383例患者,其中复发108例,非复发275例,按70:30的比例分为训练集(n = 268)和测试集(n = 115)。提出的叠加框架将随机梯度下降(SGD)、额外树(ET)和决策树(DT)三种异构基础学习器与极端梯度增强(XGBoost)结合起来作为元学习器。通过对训练集的5倍交叉验证,对各种学习器进行超参数优化。采用准确率、精密度、召回率、f1评分、AUC和Brier评分(BS)在测试集上评价模型的性能。为了提高模型的可解释性,我们采用Shapley加性解释(SHAP)方法来识别总体上最重要的影响因素,并为基于特定个体患者的模型结果提供局部解释。结果:该模型在测试集上的准确率为96.52%,精密度为96.67%,召回率为90.62%,F1-Score为93.55%,AUC为0.9921。SHAP分析揭示了TC复发的前5个关键因素,包括治疗反应、年龄、n分期、危险分层和腺病变。此外,基于优化的叠加模型,开发了一个交互式、用户友好的预测工具TCCheck,该工具可在https://tccheck-prediction-tool.streamlit.app/上访问。结论:本研究为预测TC复发提供了一个有效且可解释的叠加集成学习框架。通过将提出的框架部署为网络预测工具,它可以实现可解释和个性化的临床决策支持,从而提高其在现实世界环境中的转化价值。此外,该框架还可作为其他类型癌症复发预测的方法学参考。
{"title":"TC check: a web app for thyroid cancer recurrence prediction using explainable machine learning.","authors":"Huashu Wen, Xiaohua Li, Xia Zhao","doi":"10.1007/s00432-025-06377-6","DOIUrl":"10.1007/s00432-025-06377-6","url":null,"abstract":"<p><strong>Background: </strong>Thyroid cancer (TC) is one of the most prevalent endocrine malignancies, and its recurrence presents a major clinical challenge that can adversely affect patient prognosis and treatment outcomes. Despite the progress in diagnostic methods, traditional statistical models still face limitations in accurately predicting TC recurrence due to the intricate interactions between clinical and pathological factors.</p><p><strong>Methods: </strong>To address this challenge, the study presented a novel stacking ensemble learning framework for TC recurrence prediction. The dataset included a total of 383 patients, comprising 108 recurrence and 275 non-recurrence cases, and was stratified into training set (n = 268) and testing set (n = 115) using a 70:30 ratio. The proposed stacking framework integrated three heterogeneous base learners, namely Stochastic Gradient Descent (SGD), Extra Trees (ET), and Decision Trees (DT) with eXtreme Gradient Boosting (XGBoost) as the meta learner. The hyperparameter optimization of various learners was performed through 5-fold cross-validation on the training set. The model performance was evaluated on testing set using accuracy, precision, recall, F1-score, AUC, and Brier score (BS). To enhance the model's interpretability, the Shapley Additive Explanations (SHAP) method was utilized to identify the overall top influential factor and provide local interpretation for specific individual patient based model outcome.</p><p><strong>Results: </strong>The proposed stacking model achieved accuracy of 96.52%, precision of 96.67%, recall of 90.62%, and F1-Score of 93.55%, AUC of 0.9921 on the testing set. The SHAP analysis revealed the top 5 critical factors to TC recurrence, including treatment response, age, N-stage, risk stratification, and adenopathy. Furthermore, an interactive and user-friendly prediction tool, TCCheck, was developed based on optimized stacking model, accessible online at https://tccheck-prediction-tool.streamlit.app/ .</p><p><strong>Conclusion: </strong>The study presented an effective and interpretable stacking ensemble learning framework for predicting TC recurrence. By deploying the proposed framework as a web prediction tool, it enables explainable and individualized clinical decision support, thereby enhancing its translational value in real-world settings. Furthermore, the framework serves as a methodological reference for recurrence prediction in other cancer types.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"152 1","pages":"14"},"PeriodicalIF":2.8,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12712288/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145774716","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
Comprehensive analysis based on spatial domains identifies CD44 as a potential target of puerarin. 基于空间域的综合分析确定CD44是葛根素的潜在靶点。
IF 2.8 3区 医学 Q3 ONCOLOGY Pub Date : 2025-12-17 DOI: 10.1007/s00432-025-06389-2
Song-Yang Xi, Hui Zhang, Qi-Juan Wang, Yuan-Jie Liu, Shu-Chen Chang, Chen-Fu Shi, Dong Fang, Li-Hui-Ping Tao, Hai-Bo Cheng, Xi Zou

Background: Melanoma, a highly metastatic and treatment-resistant malignancy, urgently requires novel therapeutic strategies. Puerarin, a natural isoflavone with established anti-tumorigenic effects in diverse cancers, remains underexplored in melanoma despite its potential to modulate melanogenesis and oxidative stress. This study investigates puerarin's spatial targeting mechanisms in melanoma to elucidate its therapeutic specificity.

Methods: A multi-omics approach integrating single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, and structure-based docking plus normal-mode analysis was employed. Spatial domain analysis identified puerarin-responsive malignant cell clusters, while molecular docking and protein-ligand simulations prioritized CD44 as a candidate receptor. Functional validation included extracellular matrix (ECM) signaling pathway analysis, spatial colocalization studies, and in vitro experiments.

Results: Spatial analysis showed enrichment of puerarin-related signals in malignant-cell-dominated domains. ECM ligands (collagens, fibronectin, laminins) that signal through CD44/SDC1 were concentrated in these domains, where CD44 was overexpressed relative to surrounding compartments. Molecular modeling suggested CD44, a cell-surface receptor overexpressed in melanoma cells, as a putative mediator of puerarin's effects on these pathways. In vitro experiments further supported CD44's role in modulating puerarin-responsive domains.

Conclusion: These observations are hypothesis-generating and provide a potential direction for future research on whether CD44 mediates puerarin's spatial effects in melanoma.

背景:黑色素瘤是一种高度转移和耐药的恶性肿瘤,迫切需要新的治疗策略。葛根素是一种天然异黄酮,在多种癌症中具有抗肿瘤作用,尽管它有调节黑色素形成和氧化应激的潜力,但在黑色素瘤中仍未得到充分的研究。本研究探讨葛根素在黑色素瘤中的空间靶向机制,以阐明其治疗特异性。方法:采用多组学方法,结合单细胞RNA测序(scRNA-seq)、空间转录组学、基于结构的对接和正常模式分析。空间结构域分析确定了葛根素应答的恶性细胞簇,而分子对接和蛋白质配体模拟则优先考虑CD44作为候选受体。功能验证包括细胞外基质(ECM)信号通路分析、空间共定位研究和体外实验。结果:空间分析显示葛根素相关信号在恶性细胞主导区域富集。通过CD44/SDC1发出信号的ECM配体(胶原、纤维连接蛋白、层粘连蛋白)集中在这些区域,在这些区域,CD44相对于周围的区室过度表达。分子模型表明,CD44,一种在黑色素瘤细胞中过表达的细胞表面受体,可能是葛根素对这些通路影响的介质。体外实验进一步支持CD44在调节葛根素反应域中的作用。结论:这些观察结果为进一步研究CD44是否介导葛根素在黑色素瘤中的空间效应提供了可能的方向。
{"title":"Comprehensive analysis based on spatial domains identifies CD44 as a potential target of puerarin.","authors":"Song-Yang Xi, Hui Zhang, Qi-Juan Wang, Yuan-Jie Liu, Shu-Chen Chang, Chen-Fu Shi, Dong Fang, Li-Hui-Ping Tao, Hai-Bo Cheng, Xi Zou","doi":"10.1007/s00432-025-06389-2","DOIUrl":"10.1007/s00432-025-06389-2","url":null,"abstract":"<p><strong>Background: </strong>Melanoma, a highly metastatic and treatment-resistant malignancy, urgently requires novel therapeutic strategies. Puerarin, a natural isoflavone with established anti-tumorigenic effects in diverse cancers, remains underexplored in melanoma despite its potential to modulate melanogenesis and oxidative stress. This study investigates puerarin's spatial targeting mechanisms in melanoma to elucidate its therapeutic specificity.</p><p><strong>Methods: </strong>A multi-omics approach integrating single-cell RNA sequencing (scRNA-seq), spatial transcriptomics, and structure-based docking plus normal-mode analysis was employed. Spatial domain analysis identified puerarin-responsive malignant cell clusters, while molecular docking and protein-ligand simulations prioritized CD44 as a candidate receptor. Functional validation included extracellular matrix (ECM) signaling pathway analysis, spatial colocalization studies, and in vitro experiments.</p><p><strong>Results: </strong>Spatial analysis showed enrichment of puerarin-related signals in malignant-cell-dominated domains. ECM ligands (collagens, fibronectin, laminins) that signal through CD44/SDC1 were concentrated in these domains, where CD44 was overexpressed relative to surrounding compartments. Molecular modeling suggested CD44, a cell-surface receptor overexpressed in melanoma cells, as a putative mediator of puerarin's effects on these pathways. In vitro experiments further supported CD44's role in modulating puerarin-responsive domains.</p><p><strong>Conclusion: </strong>These observations are hypothesis-generating and provide a potential direction for future research on whether CD44 mediates puerarin's spatial effects in melanoma.</p>","PeriodicalId":15118,"journal":{"name":"Journal of Cancer Research and Clinical Oncology","volume":"152 1","pages":"12"},"PeriodicalIF":2.8,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12712269/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768115","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
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Journal of Cancer Research and Clinical Oncology
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