Pub Date : 2025-12-26eCollection Date: 2025-01-01DOI: 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。
{"title":"A novel model for predicting prognosis in pancreatic cancer patients: a retrospective study.","authors":"Mengyi Jiang, Meixiang Zhou","doi":"10.3389/fonc.2025.1622821","DOIUrl":"10.3389/fonc.2025.1622821","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>Multivariate regression analysis showed that neutrophils (hazard ratio (HR) = 1.416, 95% confidence interval (CI) = 1.037-1.932, <i>P</i> = 0.028), lymphocytes (HR = 0.625, 95% CI = 0.462-0.846, <i>P</i> = 0.002), Carcinoembryonic Antigen (CEA) (HR = 1.820, 95% CI = 1.315-2.518, <i>P</i> < 0.001), CA125 (HR = 1.392, 95% CI = 1.001-1.936, <i>P</i> = 0.049), TNM stage (I vs. III: HR = 3.052, 95% CI = 1.900-4.905, <i>P</i> < 0.001; I vs. IV: HR = 4.815, 95% CI = 2.504-9.258, <i>P</i> < 0.001) and Neutrophil-to-Lymphocyte Ratio (NLR) (HR = 1.748, 95% CI = 1.210-2.525, <i>P</i> = 0.003), Lymphocyte-to-Monocyte Ratio (LMR) (HR = 0.597, 95% CI = 0.430-0.829, <i>P</i> = 0.002), Neutrophil-to-Macrophage Ratio (NMR) (HR = 2.065, 95% CI = 1.331-3.206, <i>P</i> = 0.001), and Systemic Immune-Inflammation Index (SII) (HR = 1.751, 95% CI = 1.244-2.466, <i>P</i> = 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.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1622821"},"PeriodicalIF":3.5,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12785180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145951283","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}
Pub Date : 2025-12-19eCollection Date: 2025-01-01DOI: 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.
{"title":"Quantifying TERT promoter mutations in tumor-derived DNA shed into the oral cavity as a potential biomarker for oral squamous cell carcinoma.","authors":"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","doi":"10.3389/fonc.2025.1720783","DOIUrl":"10.3389/fonc.2025.1720783","url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Objectives: </strong>The study aimed to evaluate TERT promoter (TERTp) mutations in tumor DNA extracted from oral rinses as potential biomarkers for head and neck cancers.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1720783"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757288/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899973","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}
Pub Date : 2025-12-19eCollection Date: 2025-01-01DOI: 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.
{"title":"Tumour immune microenvironment prognostic factors in locally advanced rectal cancer, a systematic review.","authors":"Alasdair Ball, Rebecca Lefroy, Malcolm Price, David McArthur, Andrew Beggs","doi":"10.3389/fonc.2025.1688696","DOIUrl":"10.3389/fonc.2025.1688696","url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Discussion: </strong>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.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/PROSPERO/, identifier [CRD42023460541].</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1688696"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757241/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899633","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}
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.
{"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}
Pub Date : 2025-12-19eCollection Date: 2025-01-01DOI: 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.
{"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}
Pub Date : 2025-12-19eCollection Date: 2025-01-01DOI: 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}
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}
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}
Pub Date : 2025-12-19eCollection Date: 2025-01-01DOI: 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。
{"title":"Early prediction of immunotherapy efficacy for advanced NSCLC based on clinical and pre-treatment contrast-enhanced CT radiomics features.","authors":"Yue Hou, Tianming Zhang, Kaibo Zhu, Jing Jiang, Hong Wang","doi":"10.3389/fonc.2025.1711402","DOIUrl":"10.3389/fonc.2025.1711402","url":null,"abstract":"<p><strong>Background and purpose: </strong>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).</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1711402"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757218/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899865","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}
Pub Date : 2025-12-19eCollection Date: 2025-01-01DOI: 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.
{"title":"Global basal cell carcinoma in 55+ population: 1990- 2021 burden、risk-factor trends and 2050 forecast.","authors":"Yan-Xia Cai, Minglei Rong","doi":"10.3389/fonc.2025.1702129","DOIUrl":"10.3389/fonc.2025.1702129","url":null,"abstract":"<p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":12482,"journal":{"name":"Frontiers in Oncology","volume":"15 ","pages":"1702129"},"PeriodicalIF":3.5,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12757240/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145899912","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}