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A novel model for predicting prognosis in pancreatic cancer patients: a retrospective study. 预测胰腺癌患者预后的新模型:一项回顾性研究。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-26 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1622821
Mengyi Jiang, Meixiang Zhou

Background: Pancreatic cancer is notoriously associated with a poor prognosis and limited survival. We aim to develop a simple and accessible model that can accurately predict the prognosis of pancreatic cancer patients.

Methods: This study retrospectively analyzed the blood indicators and overall survival of 500 pancreatic cancer patients. The median value was used as the cutoff for univariate and multivariate analyses. To address the limitations of the median value, receiver operating characteristic analysis was performed, and the optimal cutoff value (the highest Youden index) was determined, followed by univariate and multivariate analyses. Prognostic LASSO coefficient screening was performed to establish a pancreatic cancer prognostic prediction model. Risk factor diagram, Kaplan-Meier curve and prognostic calibration curve were plotted to validate the efficacy of the model.

Results: Multivariate regression analysis showed that neutrophils (hazard ratio (HR) = 1.416, 95% confidence interval (CI) = 1.037-1.932, P = 0.028), lymphocytes (HR = 0.625, 95% CI = 0.462-0.846, P = 0.002), Carcinoembryonic Antigen (CEA) (HR = 1.820, 95% CI = 1.315-2.518, P < 0.001), CA125 (HR = 1.392, 95% CI = 1.001-1.936, P = 0.049), TNM stage (I vs. III: HR = 3.052, 95% CI = 1.900-4.905, P < 0.001; I vs. IV: HR = 4.815, 95% CI = 2.504-9.258, P < 0.001) and Neutrophil-to-Lymphocyte Ratio (NLR) (HR = 1.748, 95% CI = 1.210-2.525, P = 0.003), Lymphocyte-to-Monocyte Ratio (LMR) (HR = 0.597, 95% CI = 0.430-0.829, P = 0.002), Neutrophil-to-Macrophage Ratio (NMR) (HR = 2.065, 95% CI = 1.331-3.206, P = 0.001), and Systemic Immune-Inflammation Index (SII) (HR = 1.751, 95% CI = 1.244-2.466, P = 0.001) were independent risk factors for OS. We have developed a new model incorporating gender, age, treatment, TNM stage, pathological grade, CEA, CA125, and NLR. The model demonstrates good predictive performance, with a C-index of 0.73.

背景:众所周知,胰腺癌预后差,生存期有限。我们的目标是建立一个简单易行的模型,可以准确预测胰腺癌患者的预后。方法:回顾性分析500例胰腺癌患者的血液指标及总生存率。中位数被用作单变量和多变量分析的截止值。为了解决中位数的局限性,进行了受试者工作特征分析,确定了最佳截断值(最高约登指数),然后进行了单因素和多因素分析。采用预后LASSO系数筛选建立胰腺癌预后预测模型。绘制危险因素图、Kaplan-Meier曲线和预后校正曲线,验证模型的有效性。结果:多因素回归分析显示,中性粒细胞(风险比(HR) = 1.416, 95%可信区间(CI) = 1.037 ~ 1.932, P = 0.028)、淋巴细胞(HR = 0.625, 95% CI = 0.462 ~ 0.846, P = 0.002)、癌胚抗原(CEA) (HR = 1.820, 95% CI = 1.315 ~ 2.518, P < 0.001)、CA125 (HR = 1.392, 95% CI = 1.001 ~ 1.936, P = 0.049)、TNM分期(I vs III: HR = 3.052, 95% CI = 1.900 ~ 4.905, P < 0.001;我与四:HR = 4.815, 95% CI -9.258 = 2.504, P < 0.001)和Neutrophil-to-Lymphocyte比率(NLR) (HR = 1.748, 95% CI -2.525 = 1.210, P = 0.003), Lymphocyte-to-Monocyte比率(LMR) (HR = 0.597, 95% CI -0.829 = 0.430, P = 0.002), Neutrophil-to-Macrophage比率(NMR) (HR = 2.065, 95% CI -3.206 = 1.331, P = 0.001),和系统性免疫性炎症指数(他们)(HR = 1.751, 95% CI -2.466 = 1.244, P = 0.001)操作系统的独立危险因素。我们开发了一个新的模型,包括性别、年龄、治疗、TNM分期、病理分级、CEA、CA125和NLR。该模型具有良好的预测性能,c指数为0.73。
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引用次数: 0
Quantifying TERT promoter mutations in tumor-derived DNA shed into the oral cavity as a potential biomarker for oral squamous cell carcinoma. 定量肿瘤来源DNA脱落到口腔中的TERT启动子突变作为口腔鳞状细胞癌的潜在生物标志物。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1720783
Noemy Starita, Marta Tagliabue, Tarik Gheit, Andrea Cerasuolo, Sara Amiranda, Tiziana Pecchillo Cimmino, Luisa Dassi, Anna Lucia Tornesello, Rita De Berardinis, Fausto Maffini, Giuseppe De Palma, Stefania Vecchio, Angelo Paradiso, Giovanni Blandino, Massimo Tommasino, Mohssen Ansarin, Susanna Chiocca, Maria Lina Tornesello

Background: Head and neck squamous cell carcinomas (HNSCC) have high recurrence and poor prognosis, largely due to delayed diagnosis. Identification of somatic mutations and human papillomavirus (HPV) sequences in tumor DNA shed in the oral cavity may provide non-invasive biomarkers for early HNSCC detection.

Objectives: The study aimed to evaluate TERT promoter (TERTp) mutations in tumor DNA extracted from oral rinses as potential biomarkers for head and neck cancers.

Methods: TERTp mutations (C228T and C250T) were examined in DNA extracted from oral rinses of 132 HNSCC patients, of whom 63 had paired tumor tissue available for analysis, and from four head and neck squamous cell carcinoma derived cells lines (CAL27, SCC152, SCC154, FaDu) by using droplet digital PCR (ddPCR). TERT gene expression was analyzed in all cell lines by real time PCR. Associations with tumor site, smoking status, and sex were evaluated, and mutant allele frequencies (MAF) quantified.

Results: TERTp mutations were identified in 25% of oral rinses (33 out of 132, 95%CI 22.7 - 46.3) and in 27% of tumor tissues (17 out of 63, 95%CI 9.9 - 27.2). Mutation rates were highest in oral SCC (OSCC), present in 50% of oral rinses (n=25/50, 95%CI 16.2 - 36.9) and 46% of matched tumor tissues (n=13/28, 95%CI 6.9 - 22.2), with 96% concordance (kappa value 0.86, 95%CI 67-100). MAF were higher in tumor tissues and correlated with levels in corresponding oral fluids. Mutations were uncommon in non-OSCC cases, being detected in 9.7% of oral rinses and 11% of tumor tissues. In OSCC, TERTp mutations were more frequent in males. The CAL27 cell line carried the TERTp C228T mutation and TERT mRNA expression was 11-15 folds higher compared to non-mutated oral carcinoma cell lines.

Conclusions: TERTp C228T and C250T are mutually exclusive and occur at a high frequency in oral rinses and tumor tissues of OSCC patients, showing high concordance between paired samples. These findings support the potential of TERTp mutations as non-invasive biomarkers for OSCC detection. Moreover, their higher prevalence in males suggests possible sex-related differences in OSCC mutation patterns.

背景:头颈部鳞状细胞癌(HNSCC)复发率高,预后差,主要原因是诊断迟缓。鉴定口腔肿瘤DNA脱落中的体细胞突变和人乳头瘤病毒(HPV)序列可能为早期HNSCC检测提供非侵入性生物标志物。目的:该研究旨在评估从口腔冲洗液中提取的肿瘤DNA中TERT启动子(TERTp)突变作为头颈癌的潜在生物标志物。方法:采用液滴数字PCR (ddPCR)检测132例HNSCC患者口腔冲洗液(其中63例有配对肿瘤组织可分析)和4个头颈部鳞状细胞癌来源细胞系(CAL27、SCC152、SCC154、FaDu) DNA中TERTp (C228T和C250T)突变。采用real - time PCR分析所有细胞系中TERT基因的表达情况。评估了与肿瘤部位、吸烟状况和性别的关系,并量化了突变等位基因频率(MAF)。结果:在25%的口腔冲洗液(33 / 132,95%CI 22.7 - 46.3)和27%的肿瘤组织(17 / 63,95%CI 9.9 - 27.2)中发现TERTp突变。口腔SCC (OSCC)的突变率最高,出现在50%的口腔洗液(n=25/50, 95%CI 16.2 - 36.9)和46%的匹配肿瘤组织(n=13/28, 95%CI 6.9 - 22.2)中,一致性为96% (kappa值0.86,95%CI 67-100)。MAF在肿瘤组织中较高,并与相应的口服液中的水平相关。突变在非oscc病例中并不常见,在9.7%的口腔冲洗液和11%的肿瘤组织中检测到突变。在OSCC中,TERTp突变在男性中更为常见。CAL27细胞系携带TERTp C228T突变,TERT mRNA表达量比未突变的口腔癌细胞系高11-15倍。结论:TERTp C228T和C250T是互斥的,且在口腔冲洗液和OSCC患者肿瘤组织中出现频率较高,配对样本间具有较高的一致性。这些发现支持了TERTp突变作为OSCC检测的非侵入性生物标志物的潜力。此外,它们在男性中的较高患病率表明OSCC突变模式可能存在性别相关差异。
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引用次数: 0
Tumour immune microenvironment prognostic factors in locally advanced rectal cancer, a systematic review. 局部晚期直肠癌肿瘤免疫微环境预后因素的系统综述
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1688696
Alasdair Ball, Rebecca Lefroy, Malcolm Price, David McArthur, Andrew Beggs

Introduction: Understanding factors influencing individual survival outcomes following surgical resection of locally advanced (LARC) rectal cancer remains challenging. Novel biomarkers could show emerging promise in this setting. This study aimed to systematically review the literature on immune prognostic factors in LARC.

Methods: The review protocol was preregistered on the PROSPERO database (CRD42023460541). Included studies were required to report overall survival and at least one immune prognostic factor for at least ten patients with LARC. Final searches of MEDLINE, EMBASE and Central were concluded on 8th September 2023. The risk of bias was assessed using the QUIPS tool.

Results: 22 retrospective cohort studies involving 2,622 LARC patients were included in the review. We did not find any published data on immune prognostic factors in locally recurrent rectal cancer. Due to inconsistency of immune prognostic factor definitions and measurement methods, meta-analysis would not be meaningful. Instead, the results are presented descriptively. Risk of bias was concentrated in the participation, attrition, and confounding domains. Greater cytotoxic cell infiltration was associated with improved overall survival. There was inconsistent evidence of an association of PD-L1 expression and survival. M2 macrophage infiltration and homozygous germline FPR1 loss-of-function were associated with worse survival.

Discussion: These findings support a role for both innate and acquired immune systems in mediating outcomes following surgery for LARC and suggest that further work into immunomodulation may show promise in improving LARC treatment.

Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/, identifier [CRD42023460541].

前言:了解局部晚期直肠癌手术切除后影响个体生存结果的因素仍然具有挑战性。在这种情况下,新的生物标志物可能会显示出新的希望。本研究旨在系统回顾LARC中免疫预后因素的文献。方法:审查方案在PROSPERO数据库(CRD42023460541)上进行预注册。纳入的研究需要报告至少10例LARC患者的总生存期和至少一个免疫预后因素。MEDLINE、EMBASE和Central的最终检索于2023年9月8日结束。使用QUIPS工具评估偏倚风险。结果:22项回顾性队列研究纳入了2,622例LARC患者。我们没有发现任何关于局部复发直肠癌免疫预后因素的已发表数据。由于免疫预后因素的定义和测量方法不一致,meta分析没有意义。相反,结果是描述性的。偏倚风险集中在参与、减员和混杂领域。更大的细胞毒性细胞浸润与总生存率的提高有关。有不一致的证据表明PD-L1表达与生存有关。M2巨噬细胞浸润和纯合子种系FPR1功能丧失与较差的生存率相关。讨论:这些发现支持先天免疫系统和获得性免疫系统在LARC手术后调节预后中的作用,并表明进一步的免疫调节工作可能在改善LARC治疗方面显示出希望。系统评价注册:https://www.crd.york.ac.uk/PROSPERO/,标识符[CRD42023460541]。
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引用次数: 0
Association between disseminated cancer and postoperative 30-day mortality in adult patients with brain tumor craniotomy. 成年脑肿瘤开颅患者弥散性肿瘤与术后30天死亡率的关系
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1555850
Yufei Liu, Ke Cao, Rui He, Wenjian Zheng, Zongyang Li, Xuanchen Li, Mengqi Wang, Haofei Hu, Guodong Huang

Background: Quantitative evidence on the association between disseminated cancer (DC) and 30-day postoperative mortality after tumor resection craniotomy in adults is limited. This study evaluates the association between them.

Materials and methods: This retrospective analysis utilized propensity score matching (PSM) on cases extracted from the American College of Surgeons National Surgical Quality Improvement Program database (2012-2015). The study examined DC as the independent variable and 30-day postoperative mortality as the dependent outcome. A logistic regression analysis was conducted on the PSM data that were 1:1 matched. The DC-mortality association was assessed using robust statistical estimation methods.

Results: The study cohort comprised 18,642 eligible patients (52.6% male, 47.4% female), including 4,022 (21.57%) with DC. The mortality rate was significantly higher in DC patients (4.97%) compared to the overall cohort undergoing tumor-related craniotomy (2.46%). Multivariate analysis and propensity score-adjusted analysis demonstrated that, compared with non-DC, the postoperative 30-day mortality of patients with DC undergoing craniotomy for brain tumors significantly increased, with associated odds ratios of 1.72 to 2.06.

Conclusion: Given the relatively high risk of mortality within 30 days after craniotomy in patients with DC, both preoperative surgical decision-making and postoperative management strategies should be appropriately modified to reduce mortality.

背景:关于成人肿瘤切除开颅手术后弥散性癌(DC)与术后30天死亡率之间关系的定量证据有限。本研究评估了两者之间的关联。材料和方法:本回顾性分析采用倾向评分匹配(PSM)对从美国外科医师学会国家手术质量改进计划数据库(2012-2015)中提取的病例进行分析。该研究将DC作为自变量,将术后30天死亡率作为依赖结果。对1:1匹配的PSM数据进行logistic回归分析。使用稳健的统计估计方法评估dc与死亡率的关联。结果:研究队列包括18,642例符合条件的患者(男性52.6%,女性47.4%),其中DC患者4,022例(21.57%)。DC患者的死亡率(4.97%)明显高于接受肿瘤相关开颅手术的整体队列(2.46%)。多因素分析和倾向评分校正分析显示,与非DC患者相比,DC患者因脑肿瘤行开颅手术后30天死亡率显著增加,相关比值比为1.72 ~ 2.06。结论:DC患者开颅后30天内死亡风险较高,术前手术决策和术后管理策略均应适当调整,以降低死亡率。
{"title":"Association between disseminated cancer and postoperative 30-day mortality in adult patients with brain tumor craniotomy.","authors":"Yufei Liu, Ke Cao, Rui He, Wenjian Zheng, Zongyang Li, Xuanchen Li, Mengqi Wang, Haofei Hu, Guodong Huang","doi":"10.3389/fonc.2025.1555850","DOIUrl":"10.3389/fonc.2025.1555850","url":null,"abstract":"<p><strong>Background: </strong>Quantitative evidence on the association between disseminated cancer (DC) and 30-day postoperative mortality after tumor resection craniotomy in adults is limited. This study evaluates the association between them.</p><p><strong>Materials and methods: </strong>This retrospective analysis utilized propensity score matching (PSM) on cases extracted from the American College of Surgeons National Surgical Quality Improvement Program database (2012-2015). The study examined DC as the independent variable and 30-day postoperative mortality as the dependent outcome. A logistic regression analysis was conducted on the PSM data that were 1:1 matched. The DC-mortality association was assessed using robust statistical estimation methods.</p><p><strong>Results: </strong>The study cohort comprised 18,642 eligible patients (52.6% male, 47.4% female), including 4,022 (21.57%) with DC. The mortality rate was significantly higher in DC patients (4.97%) compared to the overall cohort undergoing tumor-related craniotomy (2.46%). Multivariate analysis and propensity score-adjusted analysis demonstrated that, compared with non-DC, the postoperative 30-day mortality of patients with DC undergoing craniotomy for brain tumors significantly increased, with associated odds ratios of 1.72 to 2.06.</p><p><strong>Conclusion: </strong>Given the relatively high risk of mortality within 30 days after craniotomy in patients with DC, both preoperative surgical decision-making and postoperative management strategies should be appropriately modified to reduce mortality.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1555850"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757252/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899807","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
The NSUN5 gene rs1880948 A>G polymorphism and neuroblastoma risk in Chinese children. 中国儿童NSUN5基因rs1880948a >g多态性与神经母细胞瘤风险
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1655312
Zijie Ye, Huijuan Zeng, Manna Zheng, Chao Hu, Jing Pan, Jiliang Yang, Tianbao Tan, Chunlei Zhou, Jing He, Yan Zou, Tianyou Yang

Background: Neuroblastoma (NB) is the most common extracranial solid tumor in children. The 5-methylcytosine (m5C) modification gene NSUN5 polymorphisms may serve as promising molecular markers for identifying populations susceptible to NB.

Method: TaqMan probes were used to genotype NSUN5 single nucleotide polymorphisms (SNPs) in 402 NB patients and 473 healthy controls. A logistic regression model was applied to calculate the odds ratio (OR) and 95% confidence interval (CI) to evaluate the association between genotype polymorphisms and NB susceptibility. The analysis was further stratified by age, gender, tumor origin site, and clinical stage.

Conclusion: In summary, our study indicates that the selected NSUN5 rs1880948 A>G polymorphisms may not be associated with neuroblastoma susceptibility. However, further studies with larger sample sizes and additional potentially functional polymorphisms are needed to validate these results.

背景:神经母细胞瘤(Neuroblastoma, NB)是儿童最常见的颅外实体瘤。5-甲基胞嘧啶(m5C)修饰基因NSUN5多态性可作为鉴定NB易感群体的分子标记。方法:采用TaqMan探针对402例NB患者和473名健康对照者的NSUN5单核苷酸多态性(snp)进行基因分型。采用logistic回归模型计算比值比(OR)和95%置信区间(CI),评估基因型多态性与NB易感性之间的关系。分析进一步按年龄、性别、肿瘤起源部位和临床分期进行分层。结论:综上所述,我们的研究表明,所选择的NSUN5 rs1880948 A>G多态性可能与神经母细胞瘤易感性无关。然而,进一步的研究需要更大的样本量和额外的潜在功能多态性来验证这些结果。
{"title":"The NSUN5 gene rs1880948 A>G polymorphism and neuroblastoma risk in Chinese children.","authors":"Zijie Ye, Huijuan Zeng, Manna Zheng, Chao Hu, Jing Pan, Jiliang Yang, Tianbao Tan, Chunlei Zhou, Jing He, Yan Zou, Tianyou Yang","doi":"10.3389/fonc.2025.1655312","DOIUrl":"10.3389/fonc.2025.1655312","url":null,"abstract":"<p><strong>Background: </strong>Neuroblastoma (NB) is the most common extracranial solid tumor in children. The 5-methylcytosine (m5C) modification gene NSUN5 polymorphisms may serve as promising molecular markers for identifying populations susceptible to NB.</p><p><strong>Method: </strong>TaqMan probes were used to genotype NSUN5 single nucleotide polymorphisms (SNPs) in 402 NB patients and 473 healthy controls. A logistic regression model was applied to calculate the odds ratio (OR) and 95% confidence interval (CI) to evaluate the association between genotype polymorphisms and NB susceptibility. The analysis was further stratified by age, gender, tumor origin site, and clinical stage.</p><p><strong>Conclusion: </strong>In summary, our study indicates that the selected NSUN5 rs1880948 A>G polymorphisms may not be associated with neuroblastoma susceptibility. However, further studies with larger sample sizes and additional potentially functional polymorphisms are needed to validate these results.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1655312"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12797076/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145970753","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
Radiomic approach to support multidisciplinary tumor board decision-making in locally advanced non-small cell lung cancer. 放射组学方法支持局部晚期非小细胞肺癌多学科肿瘤委员会决策。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1713847
Giulia Pasello, Harel Kotler, Alessandra Ferro, Luca Bergamin, Elena Scagliori, Angela Grassi, Fabio Aiolli, Mattia De Nuzzo, Marco Schiavon, Matteo Sepulcri, Marco Krengli, Valentina Guarneri, Francesca Caumo, Gisella Gennaro

Background and objective: Selecting the optimal treatment for locally advanced non-small cell lung cancer (LA-NSCLC) is complex and typically requires multidisciplinary tumor board (MTB) evaluation. This study investigated whether machine learning (ML) models trained on MTB decisions could support treatment selection by integrating clinicopathological characteristics with radiomic features from both the primary tumor and mediastinal lymph nodes (LN).

Materials and methods: We retrospectively analyzed patients with LA-NSCLC whose treatments had been decided by an expert MTB. Patients were categorized into three pathways: (A) upfront surgery, (B) neoadjuvant systemic treatment followed by surgery, (C) concurrent chemoradiotherapy. Baseline CT scans were segmented to extract radiomic features from primary tumors and mediastinal LNs. Two ML models were developed based on clinicopathological and radiomic data, using MTB decisions as ground truth: (1) A vs. Rest and (2) B vs. C. Performance was assessed in independent training and test cohorts using the area under the receiver operating characteristic curve (AUC) and accuracy.

Results: In the training cohort, the A vs. Rest achieved an AUC of 0.847 and accuracy of 0.795 with 13 features, while the B vs. C model reached an AUC of 0.740 and accuracy of 0.700 with 9 features. In the test cohort, results remained robust, with an AUC of 0.808 (accuracy 0.700) for A vs. Rest and an AUC of 0.754 (accuracy 0.740) for B vs. C.

Conclusions: ML models combining clinicopathological and radiomic features can reproduce MTB treatment recommendations for LA-NSCLC with good accuracy. This approach may provide decision in settings with limited MTB expertise and promote more consistent treatment allocation.

背景与目的:选择局部晚期非小细胞肺癌(LA-NSCLC)的最佳治疗方法是复杂的,通常需要多学科肿瘤委员会(MTB)评估。本研究调查了机器学习(ML)模型是否可以通过整合原发肿瘤和纵隔淋巴结(LN)的临床病理特征和放射学特征来支持MTB决策的选择。材料和方法:我们回顾性分析经MTB专家决定治疗方案的LA-NSCLC患者。患者分为三种途径:(A)术前手术,(B)新辅助全身治疗后手术,(C)同步放化疗。基线CT扫描被分割以提取原发肿瘤和纵隔LNs的放射学特征。基于临床病理和放射学数据,使用MTB决策作为基础事实,开发了两个ML模型:(1)A vs. Rest和(2)B vs. c。在独立训练和测试队列中,使用受试者工作特征曲线下的面积(AUC)和准确性评估表现。结果:在训练队列中,A vs. Rest模型有13个特征,AUC为0.847,准确率为0.795;B vs. C模型有9个特征,AUC为0.740,准确率为0.700。在测试队列中,结果仍然稳健,A与Rest的AUC为0.808(精度0.700),B与c的AUC为0.754(精度0.740)。结论:结合临床病理和放射学特征的ML模型可以以良好的准确性再现LA-NSCLC的MTB治疗建议。这种方法可以在MTB专业知识有限的情况下提供决策,并促进更一致的治疗分配。
{"title":"Radiomic approach to support multidisciplinary tumor board decision-making in locally advanced non-small cell lung cancer.","authors":"Giulia Pasello, Harel Kotler, Alessandra Ferro, Luca Bergamin, Elena Scagliori, Angela Grassi, Fabio Aiolli, Mattia De Nuzzo, Marco Schiavon, Matteo Sepulcri, Marco Krengli, Valentina Guarneri, Francesca Caumo, Gisella Gennaro","doi":"10.3389/fonc.2025.1713847","DOIUrl":"10.3389/fonc.2025.1713847","url":null,"abstract":"<p><strong>Background and objective: </strong>Selecting the optimal treatment for locally advanced non-small cell lung cancer (LA-NSCLC) is complex and typically requires multidisciplinary tumor board (MTB) evaluation. This study investigated whether machine learning (ML) models trained on MTB decisions could support treatment selection by integrating clinicopathological characteristics with radiomic features from both the primary tumor and mediastinal lymph nodes (LN).</p><p><strong>Materials and methods: </strong>We retrospectively analyzed patients with LA-NSCLC whose treatments had been decided by an expert MTB. Patients were categorized into three pathways: (A) upfront surgery, (B) neoadjuvant systemic treatment followed by surgery, (C) concurrent chemoradiotherapy. Baseline CT scans were segmented to extract radiomic features from primary tumors and mediastinal LNs. Two ML models were developed based on clinicopathological and radiomic data, using MTB decisions as ground truth: (1) A vs. Rest and (2) B vs. C. Performance was assessed in independent training and test cohorts using the area under the receiver operating characteristic curve (AUC) and accuracy.</p><p><strong>Results: </strong>In the training cohort, the A vs. Rest achieved an AUC of 0.847 and accuracy of 0.795 with 13 features, while the B vs. C model reached an AUC of 0.740 and accuracy of 0.700 with 9 features. In the test cohort, results remained robust, with an AUC of 0.808 (accuracy 0.700) for A vs. Rest and an AUC of 0.754 (accuracy 0.740) for B vs. C.</p><p><strong>Conclusions: </strong>ML models combining clinicopathological and radiomic features can reproduce MTB treatment recommendations for LA-NSCLC with good accuracy. This approach may provide decision in settings with limited MTB expertise and promote more consistent treatment allocation.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1713847"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899971","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
Case Report: Masquerading doughnut: a case of misdiagnosed ileocecal tumor-induced intussusception. 病例报告:伪装甜甜圈:1例误诊回盲肿瘤引起的肠套叠。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1716593
Chuchu Xu, Renjun Zhu, Qingfeng Dai, Guangen Xu, Guolin Zhang

Background: Intussusception in adults is rare and is often associated with an underlying pathology such as tumors. Its coexistence with colorectal cancer (CRC) in young patients presents unique diagnostic challenges as imaging may suggest separate lesions rather than a single malignancy.

Case presentation: A 21-year-old man presented with worsening right upper and central abdominal pain. The contrast-enhanced abdominal CT suggested that the intussusception at the ileocecal region might be caused by a lipoma and revealed a separate mass in the transverse colon. Emergency laparoscopic exploration and subsequent open laparotomy confirmed a 4.0-cm × 5.0-cm cauliflower-like adenocarcinoma originating from the ileocecal region, which had caused the intussusception and mimicked separate pathologies on imaging.

Conclusions: This case highlights the diagnostic complexity of synchronous intestinal lesions in young patients. It underscores the need for a heightened suspicion of an underlying malignancy when encountering intussusception and emphasizes the limitations of imaging in accurately characterizing the complex pathology of the bowel.

背景:成人肠套叠是罕见的,通常与潜在的病理,如肿瘤有关。它与结直肠癌(CRC)共存的年轻患者提出了独特的诊断挑战,因为成像可能提示单独的病变,而不是单一的恶性肿瘤。病例介绍:一名21岁男性,表现为右上腹部和中腹部疼痛加重。腹部CT增强提示回盲区肠套叠可能由脂肪瘤引起,并显示横结肠有单独的肿块。急诊腹腔镜探查及开腹手术证实一4.0 cm × 5.0 cm菜花样腺癌,起源于回盲区,引起肠套叠,影像学表现为不同病理。结论:本病例突出了年轻患者同步性肠道病变的诊断复杂性。它强调了在遇到肠套叠时需要高度怀疑潜在的恶性肿瘤,并强调了准确表征肠道复杂病理的影像学局限性。
{"title":"Case Report: Masquerading doughnut: a case of misdiagnosed ileocecal tumor-induced intussusception.","authors":"Chuchu Xu, Renjun Zhu, Qingfeng Dai, Guangen Xu, Guolin Zhang","doi":"10.3389/fonc.2025.1716593","DOIUrl":"10.3389/fonc.2025.1716593","url":null,"abstract":"<p><strong>Background: </strong>Intussusception in adults is rare and is often associated with an underlying pathology such as tumors. Its coexistence with colorectal cancer (CRC) in young patients presents unique diagnostic challenges as imaging may suggest separate lesions rather than a single malignancy.</p><p><strong>Case presentation: </strong>A 21-year-old man presented with worsening right upper and central abdominal pain. The contrast-enhanced abdominal CT suggested that the intussusception at the ileocecal region might be caused by a lipoma and revealed a separate mass in the transverse colon. Emergency laparoscopic exploration and subsequent open laparotomy confirmed a 4.0-cm × 5.0-cm cauliflower-like adenocarcinoma originating from the ileocecal region, which had caused the intussusception and mimicked separate pathologies on imaging.</p><p><strong>Conclusions: </strong>This case highlights the diagnostic complexity of synchronous intestinal lesions in young patients. It underscores the need for a heightened suspicion of an underlying malignancy when encountering intussusception and emphasizes the limitations of imaging in accurately characterizing the complex pathology of the bowel.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1716593"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757245/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899792","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
Case Report: Expansion of the POLD1-related polymerase proofreading-associated polyposis spectrum: first report of duodenal adenocarcinomas and characterization of two likely pathogenic variants. 病例报告:扩大了与pold1相关的聚合酶校对相关的息肉病谱:首次报道了十二指肠腺癌和两种可能的致病变异的特征。
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1727289
Anais Folletet, Morgane Helyon, Maud Privat, Nancy Uhrhammer, Mathilde Gay-Bellile, Mathias Cavaille, Flora Ponelle-Chachuat, Yannick Bidet, Mathis Lepage

Background: Polymerase proofreading-associated polyposis (PPAP) is a rare autosomal dominant cancer predisposition syndrome caused by germline pathogenic variants in POLE or POLD1. While colorectal and endometrial cancers are the most frequent manifestations, the full tumor spectrum of POLD1-related PPAP remains incompletely defined.

Case presentation: We describe two families carrying germline POLD1 variants classified as likely pathogenic. A novel missense variant c.1481T>G p.(Ile494Ser) and a recurrent missense variant c.1204G>A p.(Asp402Asn) were identified within the exonuclease domain. Both variants exhibited features consistent with pathogenicity, including high tumor mutational burden (TMB) and SBS10d mutational signature. Affected carriers developed colorectal and endometrial cancers, but also duodenal adenocarcinomas: this is the first report of this tumor type in germline POLD1 carriers.

Conclusions: Our report expands both the phenotypic and molecular spectrum of POLD1-associated PPAP by documenting the first duodenal adenocarcinomas in germline carriers and describing a novel variant. These findings emphasize the need for systematic upper gastrointestinal surveillance, support the systematic reporting of rare POLD1 variants to refine genotype-phenotype correlations, and underline the potential therapeutic relevance of identifying carriers in the context of immunotherapy.

背景:聚合酶校对相关息肉病(PPAP)是一种罕见的常染色体显性癌症易感性综合征,由POLE或POLD1的种系致病变异引起。虽然结直肠癌和子宫内膜癌是最常见的表现,但pold1相关PPAP的完整肿瘤谱仍未完全确定。病例介绍:我们描述了两个携带种系POLD1变异的家族,分类为可能致病。在核酸外切酶结构域内鉴定出一种新的错义变体c.1481T> A p.(Ile494Ser)和一种复发性错义变体c.1204G>A p.(Asp402Asn)。两种变异均表现出与致病性一致的特征,包括高肿瘤突变负荷(TMB)和SBS10d突变特征。受影响的携带者发生结直肠癌和子宫内膜癌,但也发生十二指肠腺癌:这是首次报道这种肿瘤类型在种系POLD1携带者中发生。结论:我们的报告扩大了pold1相关PPAP的表型和分子谱,记录了种系携带者的首次十二指肠腺癌,并描述了一种新的变异。这些发现强调了系统上胃肠道监测的必要性,支持了罕见POLD1变异的系统报告,以完善基因型-表型相关性,并强调了在免疫治疗背景下识别携带者的潜在治疗相关性。
{"title":"Case Report: Expansion of the <i>POLD1</i>-related polymerase proofreading-associated polyposis spectrum: first report of duodenal adenocarcinomas and characterization of two likely pathogenic variants.","authors":"Anais Folletet, Morgane Helyon, Maud Privat, Nancy Uhrhammer, Mathilde Gay-Bellile, Mathias Cavaille, Flora Ponelle-Chachuat, Yannick Bidet, Mathis Lepage","doi":"10.3389/fonc.2025.1727289","DOIUrl":"10.3389/fonc.2025.1727289","url":null,"abstract":"<p><strong>Background: </strong>Polymerase proofreading-associated polyposis (PPAP) is a rare autosomal dominant cancer predisposition syndrome caused by germline pathogenic variants in <i>POLE</i> or <i>POLD1</i>. While colorectal and endometrial cancers are the most frequent manifestations, the full tumor spectrum of <i>POLD1</i>-related PPAP remains incompletely defined.</p><p><strong>Case presentation: </strong>We describe two families carrying germline <i>POLD1</i> variants classified as likely pathogenic. A novel missense variant c.1481T>G p.(Ile494Ser) and a recurrent missense variant c.1204G>A p.(Asp402Asn) were identified within the exonuclease domain. Both variants exhibited features consistent with pathogenicity, including high tumor mutational burden (TMB) and SBS10d mutational signature. Affected carriers developed colorectal and endometrial cancers, but also duodenal adenocarcinomas: this is the first report of this tumor type in germline <i>POLD1</i> carriers.</p><p><strong>Conclusions: </strong>Our report expands both the phenotypic and molecular spectrum of <i>POLD1</i>-associated PPAP by documenting the first duodenal adenocarcinomas in germline carriers and describing a novel variant. These findings emphasize the need for systematic upper gastrointestinal surveillance, support the systematic reporting of rare <i>POLD1</i> variants to refine genotype-phenotype correlations, and underline the potential therapeutic relevance of identifying carriers in the context of immunotherapy.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1727289"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757262/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899799","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
Early prediction of immunotherapy efficacy for advanced NSCLC based on clinical and pre-treatment contrast-enhanced CT radiomics features. 基于临床和治疗前对比增强CT放射组学特征的晚期非小细胞肺癌免疫治疗疗效早期预测
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1711402
Yue Hou, Tianming Zhang, Kaibo Zhu, Jing Jiang, Hong Wang

Background and purpose: To explore the predictive value of a model based on clinical and contrast-enhanced computed tomography (CT) radiomic features for the early prediction of immunotherapy efficacy in patients with advanced non-small cell lung cancer (NSCLC).

Methods: This retrospective study included 144 patients with advanced NSCLC who received immunotherapy at Lanzhou University Second Hospital between January 2023 and December 2024. Clinical data and CT images were collected from each patient. All patients underwent imaging examinations to evaluate the efficacy of immunotherapy after the second treatment cycle. Patients who achieved complete response (CR) or partial response (PR) were considered to be in the reactive group, while those who experienced stable disease (SD) or progressive disease (PD) were considered to be in the non-reactive group. The participants were randomly divided into a training set (n = 115) and a testing set (n = 29) at a ratio of 8:2. Radiomic features were extracted from pre-treatment contrast-enhanced CT venous phase images. Feature reduction was performed using the Spearman rank correlation coefficient and the least absolute shrinkage and selection operator (LASSO) algorithm. The best radiomics signature was built using multiple machine learning algorithms and combined with clinical features to build a nomogram model. The area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analysis (DCA) were used to evaluate the model's predictive performance, calibration, and clinical net benefit.

Results: Three clinical features (C-reactive protein, baseline tumor size, and programmed death receptor ligand 1) and seven radiomics features (one first-order feature and six texture features) were selected for the model. The radiomic signature performed best based on the Extreme Random Tree algorithm. The radiomic signature and the nomogram model demonstrated superior predictive performance and clinical net benefit compared to the clinical model in both training and testing sets (AUCs: radiomics: 0.926 vs. 0.848; nomogram: 0.953 vs. 0.788; clinical: 0.882 vs. 0.742), with statistically significant differences (P < 0.05).

Conclusion: The integrated clinical-radiomics nomogram establishes a robust framework for early prediction of immunotherapy efficacy in advanced NSCLC, offering valuable support for personalized treatment decisions.

背景与目的:探讨基于临床和增强CT放射学特征的模型对晚期非小细胞肺癌(NSCLC)患者免疫治疗疗效早期预测的预测价值。方法:本回顾性研究纳入了2023年1月至2024年12月在兰州大学第二医院接受免疫治疗的144例晚期NSCLC患者。收集每位患者的临床资料和CT图像。所有患者在第二个治疗周期后进行影像学检查以评估免疫治疗的疗效。达到完全缓解(CR)或部分缓解(PR)的患者被认为是反应组,而经历疾病稳定(SD)或疾病进展(PD)的患者被认为是非反应组。参与者按8:2的比例随机分为训练集(n = 115)和测试集(n = 29)。从预处理前增强CT静脉相图像提取放射学特征。使用Spearman秩相关系数和最小绝对收缩和选择算子(LASSO)算法进行特征约简。使用多种机器学习算法构建最佳放射组学签名,并结合临床特征构建nomogram模型。使用受试者工作特征曲线(AUC)、校准曲线和决策曲线分析(DCA)下的面积来评估模型的预测性能、校准和临床净效益。结果:选择了3个临床特征(c反应蛋白、基线肿瘤大小和程序性死亡受体配体1)和7个放射组学特征(1个一级特征和6个纹理特征)作为模型。基于极端随机树算法的放射性签名效果最好。与临床模型相比,放射组学特征和nomogram模型在训练集和测试集均表现出更好的预测性能和临床净收益(auc: radiomics: 0.926 vs. 0.848; nomogram: 0.953 vs. 0.788;临床:0.882 vs. 0.742),差异有统计学意义(P < 0.05)。结论:临床-放射组学综合图为晚期非小细胞肺癌免疫治疗疗效的早期预测建立了一个强大的框架,为个性化治疗决策提供了有价值的支持。
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引用次数: 0
Global basal cell carcinoma in 55+ population: 1990- 2021 burden、risk-factor trends and 2050 forecast. 全球55岁以上人群基底细胞癌:1990- 2021年负担、危险因素趋势和2050年预测
IF 3.5 3区 医学 Q2 ONCOLOGY Pub Date : 2025-12-19 eCollection Date: 2025-01-01 DOI: 10.3389/fonc.2025.1702129
Yan-Xia Cai, Minglei Rong

Objective: This study map the 1990-2021 basal-cell carcinoma burden in people ≥55 years worldwide, pinpoint key risk drivers, and offer concise intervention guidance for elder-focused prevention.

Methods: We focused on adults aged ≥55 years because this group shows the highest basal-cell carcinoma (BCC) frequency and matches the Global Burden of Disease (GBD) age strata. Incidence and disability-adjusted life-year (DALY) counts for 1990-2021 were downloaded from the Global Health Data Exchange. After direct age-standardisation, we plotted global, regional and national rates, generated world maps, computed annual percent change (APC) and contrasted 1990 versus 2021 distributions-all with R 4.2.1. A Bayesian hierarchical model then projected the 2050 burden.

Results: 1990-2021, Among adults ≥55 years, global basal-cell carcinoma incidence rose and then plateaued, while DALYs climbed before edging downward. The steepest gains in both age-standardized incidence and DALY rates occurred in high-income North America. Men consistently outpaced women across all metrics. The USA, Brazil and China recorded the largest absolute caseloads, yet the USA always posted the highest incidence rate and Nepal the lowest. Overall, the BCC burden has expanded over the past three decades.

Conclusion: Over the last three decades, both new cases and the overall toll of basal-cell carcinoma among older adults have risen worldwide, fueled by expanding and aging populations, greater ultraviolet exposure, and better case detection. Looking forward, vigorous sun-protection education and unified UV-shielding measures are essential to curb incidence and ease the growing burden.

目的:本研究绘制了1990-2021年全球55岁以上人群基底细胞癌负担,确定了关键的风险驱动因素,并为以老年人为重点的预防提供了简明的干预指导。方法:我们将研究重点放在年龄≥55岁的成年人身上,因为这一人群基底细胞癌(BCC)发病率最高,且与全球疾病负担(GBD)年龄层相匹配。从全球卫生数据交换下载了1990-2021年的发病率和残疾调整生命年(DALY)计数。在直接年龄标准化之后,我们绘制了全球、区域和国家的比率,生成了世界地图,计算了年变化百分比(APC),并对比了1990年和2021年的分布——所有这些都是4.2.1。然后,贝叶斯分层模型预测了2050年的负担。结果:1990-2021年,在≥55岁的成年人中,全球基底细胞癌发病率先上升后趋于平稳,而DALYs先上升后逐渐下降。年龄标准化发病率和DALY率的最大增长发生在高收入的北美。男性在所有指标上都持续超过女性。美国、巴西和中国的绝对病例量最大,但美国的发病率最高,尼泊尔最低。总体而言,过去三十年来,基底细胞癌的负担有所扩大。结论:在过去的三十年中,全球范围内老年人基底细胞癌的新病例和总死亡人数都在上升,这主要是由于人口的扩大和老龄化、更多的紫外线照射和更好的病例检测。展望未来,积极的防晒教育和统一的防紫外线措施是遏制发病率和减轻日益增长的负担所必需的。
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引用次数: 0
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Frontiers in Oncology
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