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Renal cell carcinoma with metastasis to the pancreas: a model for oligometastasis, oligoprogression and metastatic organotropism. 转移到胰腺的肾细胞癌:一个少转移、少进展和转移性器官倾向的模型。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-07-03 DOI: 10.1007/s10585-025-10359-w
Kjetil Søreide, Elen Martine Hauge, Maria Nyre Vigmostad

Metastatic cancer has been considered uniformly fatal in the past with very poor outcomes for most cancer sites. However, novel systemic and targeted therapies have rendered unique responses with longer survival across several cancer types and metastatic sites. In addition, improved surgical experience and safety with good outcomes has made metastasectomy as an alternative curative-intent treatment across multiple organ sites. The pancreas is an uncommon site for metastasis, even if >30 different primary tumor entities have been described to metastasize to the pancreas. More than half of all resected metastasis in the pancreas are from renal cell carcinoma (RCC). RCC demonstrates a particular capacity to metastasize to nearly any site in the body-including uncommon sites like the tongue, salivary glands, spleen, testes, and pancreas-and, have remarkable plasticity and specific molecular trajectories with clinical implications. Cancer cells have a propensity to metastasize to specific organ sites, such as the lungs, liver or skeleton, called "organotropism" and the inherent tumor biology as well as the concept of 'oligometastatic' disease is still controversial and conflicting. Pancreatic metastasis has a very different biology from other RCC metastatic sites. Clinical observations suggest an indolent biology that warrants further investigation. Survival times are very long and approaching up to 10 years in recent series. In this paper we discuss the specific situation of pancreatic metastasis from RCC, the relation to oligometastasis and organotropism and how this can be viewed as a model to better understand cancer biology.

过去,转移性癌症被认为是致命的,大多数癌症部位的预后都很差。然而,新的系统性和靶向治疗已经呈现出独特的反应,在几种癌症类型和转移部位具有更长的生存期。此外,手术经验和安全性的改善以及良好的预后使得转移瘤切除术成为跨多器官部位治疗的一种替代方法。胰腺是一个不常见的转移部位,即使有30种不同的原发肿瘤实体被描述转移到胰腺。超过一半的胰腺转移灶是肾细胞癌(RCC)。RCC表现出一种特殊的转移能力,几乎可以转移到身体的任何部位,包括舌头、唾液腺、脾脏、睾丸和胰腺等不常见的部位,并且具有显著的可塑性和具有临床意义的特定分子轨迹。癌细胞有转移到特定器官部位的倾向,如肺、肝脏或骨骼,称为“器官亲和性”,固有的肿瘤生物学以及“少转移”疾病的概念仍然存在争议和冲突。胰腺转移与其他肾细胞癌转移部位具有非常不同的生物学特性。临床观察表明,惰性生物学值得进一步研究。在最近的系列中,它们的生存时间非常长,接近10年。在本文中,我们讨论了RCC胰腺转移的具体情况,与少转移和器官亲和性的关系,以及如何将其视为更好地理解癌症生物学的模型。
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引用次数: 0
CD18 and CD36 expression in neutrophils from tumors and tumor-draining lymph nodes: implications for metastasis in oral squamous cell carcinoma. CD18和CD36在肿瘤和肿瘤引流淋巴结中性粒细胞中的表达:口腔鳞状细胞癌转移的意义
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-06-23 DOI: 10.1007/s10585-025-10356-z
Sandra Ekstedt, Eduardo I Cardenas, Krzysztof Piersiala, Vilma Liljeström, Marianne Petro, Monika Ezerskyte, Pedro Farrajota Neves da Silva, Susanna Kumlien Georén, Lars-Olaf Cardell

Background: Neutrophil infiltration in tumors and tumor-draining lymph nodes (TDLNs) influences oral squamous cell carcinoma (OSCC) progression and metastasis. Neutrophils can exhibit an immunosuppressive phenotype, with CD18 and CD36 potentially linked to this. This study characterizes CD18/CD36 expression on neutrophils from different OSCC microenvironments and their association with metastasis.

Methods: We assessed CD18 and CD36 expression on neutrophils from OSCC tumors, TDLNs, and healthy lymph nodes using flow cytometry. We also examined whether co-culture with the CAL27 oral cancer cell line influenced CD18/CD36 expression in blood neutrophils from healthy donors.

Results: Neutrophils from OSCC tumors and TDLNs exhibited higher CD18 expression than those from healthy lymph nodes, while CD36 was increased only in OSCC tumors. The highest CD18/CD36 expression was observed in metastasis. In vitro co-culture with CAL27 cells prolonged neutrophil survival and enhanced CD18 expression but had no impact on CD36 levels.

Conclusion: Increased CD18/CD36 expression in OSCC neutrophils, particularly in metastasis, suggests their role in tumorigenesis. The elevated CD18 expression in TDLNs highlights enhanced neutrophil-lymphocyte interactions during cancer progression. Our in vitro findings underscore the ability of cancer cells to modulate neutrophil lifespan and phenotype, though this may not fully replicate the tumor microenvironment. This study provides insight into neutrophil contributions to OSCC progression and supports their potential as therapeutic targets.

背景:中性粒细胞浸润在肿瘤和肿瘤引流淋巴结(tdln)影响口腔鳞癌(OSCC)的进展和转移。中性粒细胞可以表现出免疫抑制表型,CD18和CD36可能与此有关。本研究探讨了CD18/CD36在不同OSCC微环境中性粒细胞中的表达及其与转移的关系。方法:我们使用流式细胞术评估了来自OSCC肿瘤、tdln和健康淋巴结的中性粒细胞CD18和CD36的表达。我们还研究了与CAL27口腔癌细胞系共培养是否影响健康供者血液中性粒细胞中CD18/CD36的表达。结果:来自OSCC肿瘤和tdln的中性粒细胞CD18表达高于健康淋巴结,而CD36仅在OSCC肿瘤中升高。转移灶中CD18/CD36表达最高。与CAL27细胞体外共培养可延长中性粒细胞存活时间,增强CD18表达,但对CD36水平无影响。结论:CD18/CD36在OSCC中性粒细胞中表达升高,特别是在转移中,提示其在肿瘤发生中起作用。tdln中CD18表达的升高凸显了在癌症进展过程中中性粒细胞-淋巴细胞相互作用的增强。我们的体外研究结果强调了癌细胞调节中性粒细胞寿命和表型的能力,尽管这可能不能完全复制肿瘤微环境。这项研究提供了中性粒细胞对OSCC进展的贡献,并支持它们作为治疗靶点的潜力。
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引用次数: 0
Stereotactic radiotherapy for oligometastatic mediastinal lymph-nodes: a multicentre retrospective experience. 立体定向放射治疗少转移纵隔淋巴结:多中心回顾性经验。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-06-18 DOI: 10.1007/s10585-025-10355-0
Francesco Cuccia, Marina Campione, Gianluca Mortellaro, Gianluca Ferini, Valentina Zagardo, Anna Viola, Antonio Piras, Antonino Daidone, Mariella Truglio, Giuseppe Iatì, Giacomo Ferrantelli, Silvana Parisi, Giuseppe Ferrera, Stefano Pergolizzi

Mediastinal oligometastases represent a clinical and technical challenge, due to the need to combine optimal treatment with the risk of severe toxicity. In this retrospective multicentre experience, we report the data of a cohort of patients treated with stereotactic body radiotherapy (SBRT) for oligometastatic mediastinal lymph-nodes. Inclusion criteria of the study were: written informed consent for the treatment, ECOG PS ≤ 2, diagnosis of oligometastatic mediastinal lymph-nodes up to 5 lesions being the mediastinum the only active site of disease, patients treated with radiotherapy schedules applying a minimum 6 Gy per fraction. Prior radiotherapy to the mediastinum was not considered as an exclusion criterion. A total of 63 lymph-node metastases in 49 patients with median age of 69.5 years (range 47-83 years) received SBRT between September 2020 and April 2024, for a median total dose of 30 Gy (range 21-50 Gy) in 5 fractions (range 3-5). With a median follow-up of 15 months, 1- and 2-year local control rates were 96.9% and 91.8%, while distant progression-free survival rates were 66.7% and 30.2%. Median time to new systemic therapy was 12 months, while 1- and 2-year polymetastatic-free survival (PMFS) and overall survival (OS) were respectively 78% and 64%, and 86.2% and 75.8%. At statistical analysis, patients who develop a further oligoprogression treated with a second course of SBRT have a longer time to new systemic treatment (p = 0.017), being genitourinary and gynecological malignancies related to improved PMFS and OS at univariate analysis. Only one late G3 adverse event was observed, consisting of dysphagia treated with intravenous steroids. In our series, SBRT for oligometastatic mediastinal lymph-nodes was safe with a single G3 late adverse event, with promising results in terms of local control and time to activation of a new systemic therapy.

由于需要将最佳治疗与严重毒性风险相结合,纵膈少转移是一项临床和技术挑战。在这项多中心回顾性研究中,我们报告了一组接受立体定向放射治疗(SBRT)治疗少转移纵隔淋巴结的患者的数据。本研究的纳入标准为:书面知情同意治疗,ECOG PS≤2,诊断为少转移性纵隔淋巴结多达5个病灶,纵隔是唯一的活动性部位,患者接受放射治疗计划,每分数至少6 Gy。既往纵隔放疗不作为排除标准。在2020年9月至2024年4月期间,49例中位年龄为69.5岁(47-83岁)的63例淋巴结转移患者接受了SBRT治疗,中位总剂量为30 Gy (21-50 Gy),分为5个部分(范围3-5)。中位随访15个月,1年和2年局部控制率分别为96.9%和91.8%,远端无进展生存率分别为66.7%和30.2%。接受新全身治疗的中位时间为12个月,1年和2年无多转移生存期(PMFS)和总生存期(OS)分别为78%和64%,86.2%和75.8%。在统计分析中,经第二疗程SBRT治疗后出现进一步少进展的患者接受新的全身治疗的时间更长(p = 0.017),在单变量分析中,与改善PMFS和OS相关的泌尿生殖系统和妇科恶性肿瘤。仅观察到一例晚期G3不良事件,包括静脉注射类固醇治疗的吞咽困难。在我们的研究中,SBRT治疗少转移纵隔淋巴结是安全的,只有一个G3晚期不良事件,在局部控制和激活新的全身治疗的时间方面有希望的结果。
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引用次数: 0
MRI-guided stereotactic radiotherapy for oligometastatic peritoneal carcinomatosis: toward integrative oncologic approaches. mri引导下立体定向放疗治疗低转移性腹膜癌:迈向综合肿瘤学途径。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-06-12 DOI: 10.1007/s10585-025-10354-1
Angela Romano, Giuditta Chiloiro, Luca Boldrini, Giulia Panza, Ilaria Castanò, Maura Campitelli, Isabella Costamagna, Irene Moretti, Matteo Nardini, Marco Valerio Antonelli, Claudio Votta, Lorenzo Placidi, Maria Antonietta Gambacorta
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引用次数: 0
Targeting cancer cell stiffness and metastasis with clinical therapeutics. 针对肿瘤细胞僵硬和转移的临床治疗。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-06-11 DOI: 10.1007/s10585-025-10353-2
Alexa M Gajda, Raymundo Rodríguez-López, Ekrem Emrah Er

Tumorigenesis and metastasis of solid tumors are coupled to profound biophysical changes that alter cancer cells' mechanobiology, critically impacting metastatic progression. In particular, cell stiffness determines the ability of cancer cells to invade surrounding tissues, withstand shear fluid stress and evade immune surveillance. Here, we summarize the biological factors, pathological factors, and therapeutic modalities that affect the mechanobiology of cancer cells. We focus on clinically utilized chemotherapeutics and targeted therapies that show direct and indirect modulation of cancer cells' stiffness and discuss how these treatments can be used in combination with other treatment modalities to improve patient outcomes. Finally, we list the outstanding challenges in the field and provide a perspective on expanding the clinical utilization of experimental therapeutics that can act as "mechanotherapeutics" by regulating mechanobiology of cancer cells.

实体瘤的发生和转移与深刻的生物物理变化相关联,这些变化改变了癌细胞的机械生物学,严重影响了转移的进展。特别是,细胞刚度决定了癌细胞侵入周围组织、承受剪切流体应力和逃避免疫监视的能力。在这里,我们总结了影响癌细胞机械生物学的生物学因素、病理因素和治疗方式。我们专注于临床使用的化疗药物和靶向治疗,显示直接和间接调节癌细胞的硬度,并讨论如何将这些治疗方法与其他治疗方式联合使用,以改善患者的预后。最后,我们列出了该领域的突出挑战,并提供了通过调节癌细胞的机械生物学来扩大实验治疗药物作为“机械治疗药物”的临床应用的观点。
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引用次数: 0
Radiotherapy for patients with brain metastases and leptomeningeal carcinomatosis: prognostic factors and clinical outcomes. 脑转移和脑膜轻脑癌患者的放疗:预后因素和临床结果。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-06-02 DOI: 10.1007/s10585-025-10352-3
Lena Maria Blattmann, Rami El Shafie, Stephanie Bendrich, Sandra Donath, Olga Knaus, Andrea Hille, Tammam Abboud, Manuel Guhlich, Martin Leu, Markus Anton Schirmer, Mahalia Zoe Anczykowski, Laura Anna Fischer, Benedikt Kieslich, Philipp Jung, Stefan Rieken, Carla Marie Zwerenz, Leif Hendrik Dröge

Brain metastases and leptomeningeal carcinomatosis (LC) are complications of advanced-stage malignancies, associated with a poor prognosis. This study aimed to evaluate the role of prognostic factors and radiotherapy (RT) treatment approaches while taking toxicity into account. We performed a retrospective study and compared clinical characteristics, prognostic factors, toxicities and outcomes in patients with (1) parenchymal brain metastases (PM) (n = 275) vs. LC (n = 35) and (2) in patients with whole brain radiotherapy (WBRT) (n = 52) vs. WBRT + boost (n = 201). We found poorer survival (OS) of the LC group compared to PM patients in univariable analysis (not in multivariable analysis). LC patients predominantly underwent WBRT only, received surgical resection before RT less frequently and had more RT discontinuations than PM patients. OS was better in the WBRT + boost group than in the WBRT only group. In patients who received WBRT + boost, the primary tumor was more often controlled, and the number of PM was lower compared to the WBRT only group. WBRT + boost was associated with higher rates of alopecia than WBRT only. Patients with LC had a worse prognosis compared to patients with PM. WBRT + boost resulted in higher toxicity than WBRT only but resulted in better OS in the presented study. WBRT + boost patients had more favorable prognostic factors prior to RT, so OS improvement is not likely due to boost. Treating brain metastases requires a careful assessment of benefits and risks. Optimal RT planning should consider prognostic factors and potential side effects individually.

脑转移和轻脑膜癌(LC)是晚期恶性肿瘤的并发症,与预后不良相关。本研究旨在评估预后因素和放疗(RT)治疗方法的作用,同时考虑毒性。我们进行了一项回顾性研究,比较了(1)脑实质转移(PM) (n = 275)和LC (n = 35)患者的临床特征、预后因素、毒性和结局;(2)全脑放疗(WBRT) (n = 52)和WBRT + boost (n = 201)患者的临床特征、预后因素、毒性和结局。在单变量分析(非多变量分析)中,我们发现LC组的生存率(OS)低于PM患者。LC患者主要只接受了WBRT,在放疗前接受手术切除的频率较PM患者低,并且与PM患者相比有更多的RT中断。WBRT + boost组的OS优于单纯WBRT组。在接受WBRT +增强的患者中,原发肿瘤通常得到控制,PM的数量比仅接受WBRT的组更低。与仅WBRT相比,WBRT +增加与更高的脱发率相关。LC患者的预后比PM患者差。在本研究中,WBRT +增加的毒性比WBRT单独增加的毒性更高,但产生了更好的OS。WBRT + boost患者在RT之前有更有利的预后因素,因此OS改善不太可能是由于boost。治疗脑转移瘤需要仔细评估益处和风险。最佳的放疗计划应单独考虑预后因素和潜在的副作用。
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引用次数: 0
Prospective multicentre study of patients with cutaneous metastases from breast cancer treated with electrochemotherapy. 化疗治疗乳腺癌皮肤转移患者的前瞻性多中心研究。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-05-29 DOI: 10.1007/s10585-025-10350-5
Francesco Russano, Giacomo Corrado, Antonio Bonadies, Emilia Migliano, Raimondo di Giacomo, Emanuela Esposito, Claudio Zamagni, Ada Ala, Luca Campana, Tommaso Fabrizio, Matteo Ghilli, Dante Palli, Mariuccia Renne, Roberta Cabula, Fabio Pelle, Barbara Silvestri, Maria Vittoria Dieci, Valentina Guarneri, Marco Rastrelli

Electrochemotherapy (ECT) is a local treatment combining chemotherapy with electroporation. This prospective multicentre study aimed to evaluate the efficacy of ECT in the treatment of patients with skin metastases from breast cancer and confirm whether "luminal A-like" tumors are more responsive to treatment. One-hundred and ninety-five patients were included in the analysis. 55% achieved complete response, 27% partial response (objective response OR 82%); 12% stable disease and 5% experienced progressive disease. The analysis by tumor phenotype showed a significant better response rate in Luminal A-like (p = 0.0060) and Luminal B-like (p = 0.0271) groups compared to Triple-Negative. Patients were divided into 4 groups based on the number and size of cutaneous metastases. Higher response rate was observed in patients with small (≤ 3 cm), single or multiple, metastases (OR rate 95% and 90%, respectively); larger tumors (> 3 cm) showed an OR rate of 85%. Tumor response was not affected by the presence of distant metastases, whereas patients with large cutaneous lesions and distant metastases showed a OR rate of 58%. One-year local progression-free survival (LPFS) was 86% (C.I. 82-89%). In the multivariate analysis, patient age and response to ECT were significantly associated with longer LPFS. This study confirms the efficacy of ECT in small-volume cutaneous metastases from breast cancer regardless the presence of systemic disease and suggests higher efficacy in patients with luminal A- and luminal B-like tumors. ECT can be utilized not only as a palliative measure but also as an alternative treatment for patients not eligible for standard treatments, or in combination with them. Trial registered on https://clinicaltrials.gov/study/NCT06683404 (date of registration 11/11/2024) retrospectively registered.

电化疗(ECT)是化疗与电穿孔相结合的局部治疗方法。本前瞻性多中心研究旨在评估ECT治疗乳腺癌皮肤转移患者的疗效,并确认“腔内a样”肿瘤是否对治疗更有反应。195名患者被纳入分析。55%达到完全缓解,27%达到部分缓解(客观缓解OR 82%);12%病情稳定,5%病情进展。肿瘤表型分析显示,与三阴性组相比,Luminal a -like组(p = 0.0060)和Luminal B-like组(p = 0.0271)的有效率显著提高。根据皮肤转移灶的数量和大小将患者分为4组。较小(≤3cm)、单个或多个转移灶的有效率更高(or率分别为95%和90%);较大的肿瘤(bbb3cm) OR率为85%。肿瘤反应不受远处转移的影响,而有较大皮肤病变和远处转移的患者的OR率为58%。一年局部无进展生存期(LPFS)为86% (C.I. 82-89%)。在多变量分析中,患者的年龄和对ECT的反应与较长的LPFS显著相关。本研究证实了ECT治疗小体积乳腺癌皮肤转移的有效性,无论是否存在全身性疾病,并提示在腔内A和腔内b样肿瘤患者中疗效更高。ECT不仅可以作为一种缓解措施,还可以作为不符合标准治疗条件的患者的替代治疗,或与标准治疗相结合。试验注册于https://clinicaltrials.gov/study/NCT06683404(注册日期11/11/2024)追溯注册。
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引用次数: 0
Oligo-residual disease in metastatic ALK-positive NSCLC treated with alectinib. 用alk阳性NSCLC治疗转移性alk阳性NSCLC的寡残留疾病。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-05-29 DOI: 10.1007/s10585-025-10351-4
Xi Yang, Xiao Chu, Ruiting Ye, Jianjiao Ni, Ya Zeng, Yue Zhou, Qing Xia, Shengping Wang, Qiao Li, Shuai Liu, Zhengfei Zhu, Li Chu

Accumulating evidence suggests local consolidative therapy may delay resistance and benefit metastatic NSCLC patients with oligo-residual disease (ORD) after effective systemic therapy. However, the incidence and clinical features of ORD in Alectinib-treated metastatic ALK-positive NSCLC remain unclear. We retrospectively reviewed serial scans of metastatic ALK-positive NSCLC patients treated with Alectinib. ORD was defined as the presence of five or fewer residual metastatic lesions (including the primary site) among those developed partial response as the best response after Alectinib treatment. Initial patterns of recurrence were classified as involving only residual-site recurrence (RR), only new-site recurrence (NR), or a combination of both (RNR). Among 128 patients, 62 patients had PR as the best response, among whom 18 (29.0%) had ORD. The median time to tumor volume nadir was 4.9 (range, 1.1-19.2) months and no independent predictor of ORD was found. To date, 50.0% (9/18) patients with ORD developed their initial progressive disease (PD), mostly (5, 55.6%) with only residual sites. Among the 9 PD patients, 6 patients (6/9, 66.7%) with brain lesions at baseline. Half (3/6, 50.0%) were involved in only brain residual sites. Our study found ORD is not rare in Alectinib treated ALK-positive NSCLC, with 55.6% having initial PD at originally involved sites. Similar recurrence pattern is also observed in PD patients with baseline BMs. These findings indicate that residual disease may enable the emergence of acquired resistance in both CNS and other organs, thus supporting potential clinical benefits for LCT in these ORD patients. Clinical trial number Not applicable.

越来越多的证据表明,局部巩固治疗可以延缓耐药,并使转移性NSCLC伴寡残留病(ORD)患者在接受有效的全身治疗后获益。然而,在alectinib治疗的转移性alk阳性NSCLC中,ORD的发病率和临床特征尚不清楚。我们回顾性地回顾了转移性alk阳性NSCLC患者接受Alectinib治疗的连续扫描。ORD被定义为在阿勒替尼治疗后出现部分缓解的患者中,存在5个或更少的残余转移灶(包括原发部位)。复发的初始模式分为仅残余部位复发(RR),仅新部位复发(NR)或两者的组合(RNR)。128例患者中,62例PR为最佳缓解,其中18例(29.0%)为ORD。中位时间为4.9(范围1.1-19.2)个月,未发现ORD的独立预测因子。迄今为止,50.0%(9/18)的ORD患者出现了最初的进行性疾病(PD),其中大多数(55.6%)只有残留部位。9例PD患者中,6例(6/9,66.7%)基线时存在脑病变。半数(3/6,50.0%)仅累及脑残区。我们的研究发现,在alk阳性NSCLC治疗中,ORD并不罕见,55.6%的患者在最初受病灶部位出现了初始PD。类似的复发模式也见于伴有基线脑转移的PD患者。这些发现表明,残留疾病可能使中枢神经系统和其他器官出现获得性耐药,从而支持LCT在这些ORD患者中的潜在临床益处。临床试验编号不适用。
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引用次数: 0
Deep learning MRI-based radiomic models for predicting recurrence in locally advanced nasopharyngeal carcinoma after neoadjuvant chemoradiotherapy: a multi-center study. 基于mri的深度学习放射学模型预测局部晚期鼻咽癌新辅助放化疗后复发:一项多中心研究
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-05-15 DOI: 10.1007/s10585-025-10349-y
Chunmiao Hu, Congrui Xu, Jiaxin Chen, Yiling Huang, Qingcheng Meng, Zhian Lin, Xinming Huang, Li Chen

Local recurrence and distant metastasis were a common manifestation of locoregionally advanced nasopharyngeal carcinoma (LA-NPC) after neoadjuvant chemoradiotherapy (NACT). To validate the clinical value of MRI radiomic models based on deep learning for predicting the recurrence of LA-NPC patients. A total of 328 NPC patients from four hospitals were retrospectively included and divided into the training(n = 229) and validation (n = 99) cohorts randomly. Extracting 975 traditional radiomic features and 1000 deep radiomic features from contrast enhanced T1-weighted (T1WI + C) and T2-weighted (T2WI) sequences, respectively. Least absolute shrinkage and selection operator (LASSO) was applied for feature selection. Five machine learning classifiers were conducted to develop three models for LA-NPC prediction in training cohort, namely Model I: traditional radiomic features, Model II: combined the deep radiomic features with Model I, and Model III: combined Model II with clinical features. The predictive performance of these models were evaluated by receive operating characteristic (ROC) curve analysis, area under the curve (AUC), accuracy, sensitivity and specificity in both cohorts. The clinical characteristics in two cohorts showed no significant differences. Choosing 15 radiomic features and 6 deep radiomic features from T1WI + C. Choosing 9 radiomic features and 6 deep radiomic features from T2WI. In T2WI, the Model II based on Random forest (RF) (AUC = 0.87) performed best compared with other models in validation cohort. Traditional radiomic model combined with deep radiomic features shows excellent predictive performance. It could be used assist clinical doctors to predict curative effect for LA-NPC patients after NACT.

局部复发和远处转移是局部进展期鼻咽癌(LA-NPC)在新辅助放化疗(NACT)后的常见表现。验证基于深度学习的MRI放射学模型预测LA-NPC患者复发的临床价值。回顾性纳入来自4家医院的328例鼻咽癌患者,随机分为训练组(n = 229)和验证组(n = 99)。从对比增强的t1 -加权(T1WI + C)和t2 -加权(T2WI)序列中分别提取975个传统放射学特征和1000个深度放射学特征。采用最小绝对收缩和选择算子(LASSO)进行特征选择。利用5个机器学习分类器,建立了3个用于训练队列LA-NPC预测的模型,即模型1:传统放射学特征、模型2:深度放射学特征与模型1结合、模型3:模型2与临床特征结合。通过接收工作特征(ROC)曲线分析、曲线下面积(AUC)、准确性、敏感性和特异性对两组模型的预测性能进行评价。两组患者的临床特征无显著差异。从T1WI + C中选择15个放射学特征和6个深部放射学特征。选择T2WI 9个放射学特征和6个深部放射学特征。在T2WI中,基于随机森林(RF)的模型II (AUC = 0.87)在验证队列中较其他模型表现最好。传统的放射组学模型结合深部放射组学特征显示出良好的预测效果。可辅助临床医生预测LA-NPC患者行NACT后的疗效。
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引用次数: 0
EORTC/ESTRO defined induced oligopersistence of liver metastases from colorectal cancer - outcomes and toxicity profile of computer tomography guided high-dose-rate brachytherapy. EORTC/ESTRO定义了诱导的结直肠癌肝转移的低持续性-计算机断层扫描引导的高剂量近距离治疗的结果和毒性概况。
IF 4.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-05-12 DOI: 10.1007/s10585-025-10348-z
Paweł Cisek, Mateusz Bilski, Julia Ponikowska, Ewa Wojtyna, Jacek Fijuth, Łukasz Kuncman

Colorectal cancer (CRC) often leads to liver metastases, which may be resistant to systemic therapy. This study assessed outcomes and toxicity of computed tomography (CT) guided high-dose-rate (HDR) brachytherapy (BRT) in oligopersistent liver metastases from CRC. The study included patients with liver metastases classified as EORTC/ESTRO-defined induced oligopersistence after multiple systemic therapy lines. Up to four persistent liver metastases per patient were treated with CT-guided brachytherapy (CT-BRT). Treatment response was evaluated using the Response Evaluation Criteria in Solid Tumors (RECIST 1.1). The analysis focused on overall survival (OS), progression-free survival (PFS), tumor burden score (TBS), and the prognostic value of changes in metastasis size. Sixty-eight CRC patients were enrolled. During a median follow-up of 17 months, the median OS was 16 months, and the median PFS was 13 months. Complete response (CR), partial response (PR), stable disease (SD), and progressive disease (PD) were observed in 7%, 35%, 44%, and 6% of patients, respectively. Patients with an objective response (ORR) of 42% had longer OS and PFS than those without it. OS was affected by lymph node metastases and metastasis size reduction, while PFS was additionally influenced by the administered dose. Multivariate analysis showed OS was linked to lymph node metastases (p = 0.001) and ORR (p = 0.004), and PFS to tumor burden score (TBS) difference (p = 0.017) and post-CT-BRT single metastasis size (p = 0.026). CT-BRT for CRC oligopersistent liver metastases is effective, improving PFS and OS, with TBS difference identified as a key response parameter for future strategies.

结直肠癌(CRC)经常导致肝转移,这可能对全身治疗有抵抗力。本研究评估了计算机断层扫描(CT)引导的高剂量率(HDR)近距离放射治疗(BRT)治疗结直肠癌低持续性肝转移的结果和毒性。该研究纳入了经过多种全身治疗后,被归类为EORTC/ estro定义的肝转移性诱导低持久性的患者。每位患者接受ct引导的近距离放射治疗(CT-BRT)治疗的持续性肝转移患者多达4例。使用实体瘤反应评价标准(RECIST 1.1)评估治疗反应。分析的重点是总生存期(OS)、无进展生存期(PFS)、肿瘤负荷评分(TBS)和转移大小变化的预后价值。68例结直肠癌患者入组。在17个月的中位随访期间,中位OS为16个月,中位PFS为13个月。完全缓解(CR)、部分缓解(PR)、疾病稳定(SD)和疾病进展(PD)分别为7%、35%、44%和6%。客观缓解(ORR)为42%的患者比无客观缓解的患者有更长的OS和PFS。OS受淋巴结转移和转移灶大小减少的影响,而PFS还受给药剂量的影响。多因素分析显示,OS与淋巴结转移(p = 0.001)和ORR (p = 0.004)、PFS与肿瘤负荷评分(TBS)差异(p = 0.017)和ct - brt后单次转移大小(p = 0.026)有关。CT-BRT治疗结直肠癌低持续性肝转移是有效的,可改善PFS和OS, TBS差异被确定为未来策略的关键响应参数。
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Clinical & Experimental Metastasis
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