Background: Checkpoint inhibitor pneumonitis (CIP) is an uncommon but clinically severe adverse event that can seriously compromise the quality of life and can be potentially life-threatening in lung cancer patients receiving immune checkpoint inhibitors (ICI). However, there is still a lack of effective predictive models to predict the occurrence of CIP. The aim of this study was to develop a novel scoring system for predicting the risk of CIP based on a nomogram model.
Methods: We retrospectively screened patients with lung cancer who received ICI treatment at our hospital. The independent risk factors of CIP were identified by the univariable and multivariable analysis of the COX hazard regression model and were integrated to develop a nomogram predictive model. The receiver operating characteristic (ROC) curve, the concordance index (C- index), and the calibration curve were used to evaluate the discrimination and prediction accuracy of the model. The clinical utility of the model was evaluated by decision curve analysis (DCA).
Results: A total of 2,082 cancer patients were included in the analysis. In the final multivariate Cox regression analysis identified that sex, body mass index (BMI), chemotherapy, radiotherapy, C-reactive protein (CRP), CD4/CD8, white blood cell (WBC), ALB/GLB, platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), neutrophil-to-platelet ratio (NPR), platelet-to-albumin ratio (PAR), and CRP-to-lymphocyte ratio (CLR) were the independent predictive factors for CIP. Based on these risk factors, a predictive nomogram model was constructed. The C-index for the nomogram model in predicting the probability of CIP at 1 year, 1.5 years, and 2 years was 0.704, 0.718, and 0.725, respectively. The average C-index (SD) was 0.712 (0.004), and the average AUC (SD) was 0.733 (0.005), calculated through 100 iterations of 10-fold cross-validation. The calibration curves demonstrated good concordance, and the DCA indicated that the model had good clinical utility.
Conclusions: The nomogram was accurate in predicting the occurrence of CIP in patients with lung cancer. This study provides a reference for screening CIP high-risk patients and for individualized treatment strategies.
{"title":"Nomogram-based prediction of checkpoint inhibitor pneumonitis in lung cancer patients.","authors":"Dan Tao, Haike Lei, Lisi Sun, Lulu Wang, Wei Zhou, Ying Wang, Yongzhong Wu","doi":"10.1186/s12885-026-15729-5","DOIUrl":"https://doi.org/10.1186/s12885-026-15729-5","url":null,"abstract":"<p><strong>Background: </strong>Checkpoint inhibitor pneumonitis (CIP) is an uncommon but clinically severe adverse event that can seriously compromise the quality of life and can be potentially life-threatening in lung cancer patients receiving immune checkpoint inhibitors (ICI). However, there is still a lack of effective predictive models to predict the occurrence of CIP. The aim of this study was to develop a novel scoring system for predicting the risk of CIP based on a nomogram model.</p><p><strong>Methods: </strong>We retrospectively screened patients with lung cancer who received ICI treatment at our hospital. The independent risk factors of CIP were identified by the univariable and multivariable analysis of the COX hazard regression model and were integrated to develop a nomogram predictive model. The receiver operating characteristic (ROC) curve, the concordance index (C- index), and the calibration curve were used to evaluate the discrimination and prediction accuracy of the model. The clinical utility of the model was evaluated by decision curve analysis (DCA).</p><p><strong>Results: </strong>A total of 2,082 cancer patients were included in the analysis. In the final multivariate Cox regression analysis identified that sex, body mass index (BMI), chemotherapy, radiotherapy, C-reactive protein (CRP), CD4/CD8, white blood cell (WBC), ALB/GLB, platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), neutrophil-to-platelet ratio (NPR), platelet-to-albumin ratio (PAR), and CRP-to-lymphocyte ratio (CLR) were the independent predictive factors for CIP. Based on these risk factors, a predictive nomogram model was constructed. The C-index for the nomogram model in predicting the probability of CIP at 1 year, 1.5 years, and 2 years was 0.704, 0.718, and 0.725, respectively. The average C-index (SD) was 0.712 (0.004), and the average AUC (SD) was 0.733 (0.005), calculated through 100 iterations of 10-fold cross-validation. The calibration curves demonstrated good concordance, and the DCA indicated that the model had good clinical utility.</p><p><strong>Conclusions: </strong>The nomogram was accurate in predicting the occurrence of CIP in patients with lung cancer. This study provides a reference for screening CIP high-risk patients and for individualized treatment strategies.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146177832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1186/s12885-026-15732-w
Daniel Lule, Shamim Nabidda, Abraham Muhwezi, Ronald Naitala, Anne Akullo, Enid Kawala Kagoya, Ruth Namazzi, Nasser Kakembo, Joan Kalyango
Introduction: Wilms tumor (WT) is a highly treatable form of childhood cancer, with five-year survival rates greater than 90% in high-income countries. In low- and middle-income countries, survival is still low. Delayed surgery is one of the leading factors for poor survival, as it leads to tumor complications, making subsequent treatment more complex. However, there is a paucity of information in Uganda on the prevalence and factors associated with delayed surgery. This study aimed to determine the prevalence and factors associated with delayed surgery, and to explore the barriers and facilitators of timely surgery among children with WT at Mulago Hospital.
Methods: The study employed a convergent concurrent mixed-methods design. The quantitative component involved a retrospective cross-sectional design using 261 patient records selected through consecutive sampling and reviewed via a data abstraction tool. Modified Poisson regression was used to assess associated factors. The qualitative component included in-depth interviews with 10 healthcare workers and 10 caregivers selected purposively and was analyzed via inductive thematic analysis.
Results: The prevalence of delayed surgery was 63.6% (95% confidence interval (CI) 57.0-68.7). The year of diagnosis (2021: adjusted prevalence ratio (aPR) 2.26, 95% CI 1.40-3.65, p value 0.001; 2022: aPR 1.78, 95% CI 1.07-2.99, p value 0.026; and 2023: aPR 2.01, 95% CI 1.24-3.25, p value 0.004), tumor laterality (aPR 1.41, 95% CI 1.07-1.85, p value 0.014), hemoglobin level after preoperative chemotherapy (POPC; aPR 1.22, 95% CI 1.05-1.51, p value 0.032), and chemotherapy regimen (VAD: aPR 1.32, 95% CI 1.11-1.57, p value 0.02; and AV/CE: aPR 1.46, 95% CI 1.07-1.99) were associated with delayed surgery. Qualitative findings revealed systemic, patient-level, chemotherapy, and tumor-related barriers to and facilitators of timely surgery.
Conclusion: The prevalence of delayed surgery was high among children with WT. Delayed surgery results from a complex interplay of clinical, systemic, and patient-related factors. Addressing barriers at both the institutional and patient levels may help reduce surgical delays and improve outcomes.
Wilms肿瘤(WT)是一种高度可治疗的儿童癌症,在高收入国家的5年生存率超过90%。在低收入和中等收入国家,存活率仍然很低。延迟手术是生存率低的主要因素之一,因为它会导致肿瘤并发症,使后续治疗更加复杂。然而,乌干达缺乏关于延迟手术的患病率和相关因素的信息。本研究旨在确定延迟手术的患病率和相关因素,并探讨穆拉戈医院WT患儿及时手术的障碍和促进因素。方法:采用融合并行混合方法设计。定量部分包括回顾性横断面设计,使用261例患者记录,通过连续抽样选择,并通过数据抽象工具进行审查。采用修正泊松回归评估相关因素。定性部分包括对10名医护人员和10名护理人员的深度访谈,并通过归纳主题分析进行分析。结果:延迟手术发生率为63.6%(95%可信区间(CI) 57.0 ~ 68.7)。诊断年份(2021年):调整患病率(aPR) 2.26, 95% CI 1.40-3.65, p值0.001;2022年:aPR 1.78, 95% CI 1.07-2.99, p值0.026;和2023年:aPR 2.01, 95% CI 1.24-3.25, p值0.004)、肿瘤侧位(aPR 1.41, 95% CI 1.07-1.85, p值0.014)、术前化疗后血红蛋白水平(POPC; aPR 1.22, 95% CI 1.05-1.51, p值0.032)、化疗方案(VAD: aPR 1.32, 95% CI 1.11-1.57, p值0.02;AV/CE: aPR 1.46, 95% CI 1.07-1.99)与延迟手术相关。定性研究结果揭示了系统性、患者水平、化疗和肿瘤相关的障碍和及时手术的促进因素。结论:WT患儿延迟手术的发生率较高。延迟手术是临床、全身和患者相关因素复杂相互作用的结果。解决机构和患者层面的障碍可能有助于减少手术延误和改善结果。
{"title":"Prevalence and factors associated with delayed surgery among children with Wilms tumor at Mulago Hospital: a mixed-method study.","authors":"Daniel Lule, Shamim Nabidda, Abraham Muhwezi, Ronald Naitala, Anne Akullo, Enid Kawala Kagoya, Ruth Namazzi, Nasser Kakembo, Joan Kalyango","doi":"10.1186/s12885-026-15732-w","DOIUrl":"https://doi.org/10.1186/s12885-026-15732-w","url":null,"abstract":"<p><strong>Introduction: </strong>Wilms tumor (WT) is a highly treatable form of childhood cancer, with five-year survival rates greater than 90% in high-income countries. In low- and middle-income countries, survival is still low. Delayed surgery is one of the leading factors for poor survival, as it leads to tumor complications, making subsequent treatment more complex. However, there is a paucity of information in Uganda on the prevalence and factors associated with delayed surgery. This study aimed to determine the prevalence and factors associated with delayed surgery, and to explore the barriers and facilitators of timely surgery among children with WT at Mulago Hospital.</p><p><strong>Methods: </strong>The study employed a convergent concurrent mixed-methods design. The quantitative component involved a retrospective cross-sectional design using 261 patient records selected through consecutive sampling and reviewed via a data abstraction tool. Modified Poisson regression was used to assess associated factors. The qualitative component included in-depth interviews with 10 healthcare workers and 10 caregivers selected purposively and was analyzed via inductive thematic analysis.</p><p><strong>Results: </strong>The prevalence of delayed surgery was 63.6% (95% confidence interval (CI) 57.0-68.7). The year of diagnosis (2021: adjusted prevalence ratio (aPR) 2.26, 95% CI 1.40-3.65, p value 0.001; 2022: aPR 1.78, 95% CI 1.07-2.99, p value 0.026; and 2023: aPR 2.01, 95% CI 1.24-3.25, p value 0.004), tumor laterality (aPR 1.41, 95% CI 1.07-1.85, p value 0.014), hemoglobin level after preoperative chemotherapy (POPC; aPR 1.22, 95% CI 1.05-1.51, p value 0.032), and chemotherapy regimen (VAD: aPR 1.32, 95% CI 1.11-1.57, p value 0.02; and AV/CE: aPR 1.46, 95% CI 1.07-1.99) were associated with delayed surgery. Qualitative findings revealed systemic, patient-level, chemotherapy, and tumor-related barriers to and facilitators of timely surgery.</p><p><strong>Conclusion: </strong>The prevalence of delayed surgery was high among children with WT. Delayed surgery results from a complex interplay of clinical, systemic, and patient-related factors. Addressing barriers at both the institutional and patient levels may help reduce surgical delays and improve outcomes.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146177865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"MMP1 is a promising prognostic, therapeutic and immunological biomarker for pancreatic cancer: evidence from bioinformatics analysis and biological experiments.","authors":"Shuhui Wang, Kaini He, Mimi Liu, Jiaxuan Zhou, Yujie Wen, Yan Cheng","doi":"10.1186/s12885-026-15685-0","DOIUrl":"https://doi.org/10.1186/s12885-026-15685-0","url":null,"abstract":"","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146177884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1186/s12885-026-15610-5
Riham Abdel-Hamid Haroun, Nada M Ismail, Samar S Elshazly, Fatma F Abdel Hamid, Reem Nabil
{"title":"Integrated analysis of miR-15a-5p, miR-20a-5p, and miR-33b-3p identifies EGR2-associated biomarkers in multiple myeloma.","authors":"Riham Abdel-Hamid Haroun, Nada M Ismail, Samar S Elshazly, Fatma F Abdel Hamid, Reem Nabil","doi":"10.1186/s12885-026-15610-5","DOIUrl":"https://doi.org/10.1186/s12885-026-15610-5","url":null,"abstract":"","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146177881","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-12DOI: 10.1186/s12885-026-15572-8
Sira Stanslaus Owibingire, Irene Kida Minja, Elison Nathaniel Simon, Daniela Elena Costea, Anne Nordrehaug Astrom
{"title":"Assessing the covariates of delay in seeking health care among patients with oral and oropharyngeal squamous cell carcinoma in Tanzania.","authors":"Sira Stanslaus Owibingire, Irene Kida Minja, Elison Nathaniel Simon, Daniela Elena Costea, Anne Nordrehaug Astrom","doi":"10.1186/s12885-026-15572-8","DOIUrl":"https://doi.org/10.1186/s12885-026-15572-8","url":null,"abstract":"","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: ITGA5 is an oncogene that performs its biological function by integrating the intracellular structure and extracellular matrix. We found that ITGA5 is highly expressed in gastric tumors and is closely related to proliferation and metastasis. Multiple miRNAs regulate the ITGA5 gene during the occurrence and development of tumors. This study aimed to explore the role of targeting miRNAs upstream of ITGA5 in the regulation of the proliferation, invasion, and migration of gastric cancer cells.
Methods: Target miRNA molecules regulating the ITGA5 gene were predicted using four bioinformatics databases (TargetScan、miRDB、miRTarBase and mirDIP). The unreported miRNAs with high correlation were selected, and their expression in gastric cancer was assessed using qRT-PCR and western blot. The miRNAs with potential targeting abilities were further verified by dual luciferase reporter gene experiment. The effects of miR-330-5p and ITGA5 on the proliferation, invasion, and migration of gastric cancer cells were evaluated using CCK8, clonogenic assay, and Transwell chamber assay, respectively.
Results: Six miRNAs (miR-26a-5p、miR-92a-3p、miR-148a-3p、miR-148b-3p、miR-330-5p and miR-152-3p) were identified. miR-330-5p was found to target and regulate ITGA5. In vitro experiments demonstrated that miR-330-5p mimic significantly inhibited the proliferation, invasion, and migration of gastric cancer cells compared with the control group (p < 0.05). Transfection of miR-330-5p mimic into gastric cancer cells overexpressing ITGA5 (OE-ITGA5) significantly prevented the ability of OE-ITGA5 to promote the proliferation, invasion, and migration of gastric cancer cells (P < 0.05). In addition, miR-330-5p mimic reduced ITGA5 expression in gastric cancer cells and partially prevented FAK/AKT signaling pathway activated by the ITGA5 gene. An miR-330-5p inhibitor increased ITGA5 expression in gastric cancer cells, and partially prevented blockage of the FAK/AKT signaling pathway by sh-ITGA5.
Conclusions: miR-330-5p was shown to affect the proliferation, invasion, and migration of gastric cancer cells by mediating ITGA5 through a mechanism possibly associated with the regulation of the FAK/AKT signaling pathway.
{"title":"Mechanism of action of MiR-330-5p targeting ITGA5 in the regulation of proliferation, migration, and invasionof gastric cancer.","authors":"Jun-Fu Wang, Jian-Ming Wei, Ting He, Jun-Wen Hu, Jiang-Nan Zhang, Long-Zi Liu","doi":"10.1186/s12885-026-15676-1","DOIUrl":"https://doi.org/10.1186/s12885-026-15676-1","url":null,"abstract":"<p><strong>Background: </strong>ITGA5 is an oncogene that performs its biological function by integrating the intracellular structure and extracellular matrix. We found that ITGA5 is highly expressed in gastric tumors and is closely related to proliferation and metastasis. Multiple miRNAs regulate the ITGA5 gene during the occurrence and development of tumors. This study aimed to explore the role of targeting miRNAs upstream of ITGA5 in the regulation of the proliferation, invasion, and migration of gastric cancer cells.</p><p><strong>Methods: </strong>Target miRNA molecules regulating the ITGA5 gene were predicted using four bioinformatics databases (TargetScan、miRDB、miRTarBase and mirDIP). The unreported miRNAs with high correlation were selected, and their expression in gastric cancer was assessed using qRT-PCR and western blot. The miRNAs with potential targeting abilities were further verified by dual luciferase reporter gene experiment. The effects of miR-330-5p and ITGA5 on the proliferation, invasion, and migration of gastric cancer cells were evaluated using CCK8, clonogenic assay, and Transwell chamber assay, respectively.</p><p><strong>Results: </strong>Six miRNAs (miR-26a-5p、miR-92a-3p、miR-148a-3p、miR-148b-3p、miR-330-5p and miR-152-3p) were identified. miR-330-5p was found to target and regulate ITGA5. In vitro experiments demonstrated that miR-330-5p mimic significantly inhibited the proliferation, invasion, and migration of gastric cancer cells compared with the control group (p < 0.05). Transfection of miR-330-5p mimic into gastric cancer cells overexpressing ITGA5 (OE-ITGA5) significantly prevented the ability of OE-ITGA5 to promote the proliferation, invasion, and migration of gastric cancer cells (P < 0.05). In addition, miR-330-5p mimic reduced ITGA5 expression in gastric cancer cells and partially prevented FAK/AKT signaling pathway activated by the ITGA5 gene. An miR-330-5p inhibitor increased ITGA5 expression in gastric cancer cells, and partially prevented blockage of the FAK/AKT signaling pathway by sh-ITGA5.</p><p><strong>Conclusions: </strong>miR-330-5p was shown to affect the proliferation, invasion, and migration of gastric cancer cells by mediating ITGA5 through a mechanism possibly associated with the regulation of the FAK/AKT signaling pathway.</p>","PeriodicalId":9131,"journal":{"name":"BMC Cancer","volume":" ","pages":""},"PeriodicalIF":3.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146164233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}