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Identification of key ferroptosis-related targets in colorectal cancer: A transcriptomics-driven study via machine learning and AUcell analysis of single-cell RNA-sequencing. 鉴定结直肠癌中铁凋亡相关的关键靶点:通过机器学习和单细胞rna测序的AUcell分析进行转录组学驱动的研究。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2026-01-01 DOI: 10.7150/jca.114522
Zhiqiang Liang, Zehui Hou, Zhuomin Yu, Bing Zeng, Fang Li, Jingjing Wu, Yingru Li, Zhipeng Jiang

Background: Colorectal cancer (CRC) has emerged as the third most prevalent malignancy worldwide. The pursuit of dependable molecular signatures stands as a crucial endeavor for tailoring treatment approaches, refining prognostic assessments, and heightening therapeutic efficacy in CRC management. This investigation was conducted to elucidate essential genes and molecular mechanisms associated with ferroptosis in CRC through implementing machine-learning approaches and AUcell analysis. Methods: The GEO repository and FerrDb served as primary sources for extracting information of gene sets on colorectal cancer and iron-dependent cell death mechanisms. To determine potential therapeutic targets with biomarker significance, we implemented LASSO and SVM-RFE methodology. The immune infiltrates were characterized followed by a competing endogenous RNA network analysis. The AUCell R package was utilized to examine the targeted gene activity patterns within individual cell lines using single-cell transcriptome data. The qRT-PCR and Human Protein Atlas (THPA) database were used to validate the expression of target genes. Potential therapeutic were explored through the DGIdb database. Results: Through the application of machine learning methodologies, five genes were identified as pivotal biomarker candidates: AQP8, NOX4, NR5A2, SCD, and TIMP1. The result of AUcell algorithm showed that the distribution of AUC values exhibited a bimodal pattern, with 2733 cells demonstrating elevated AUC values above the threshold of 0.091. The result of qRT-PCR showed that NOX4, SCD, and TIMP1 were significantly upregulated, while the expression of AQP8 and NR5A2 did not exhibit the expected differences. Both mRNA and IHC analyses from HPA database confirmed the abnormal expression of these pivotal candidate biomarkers. Algorithmic assessment via CIBERSORT methodology revealed notable shifts in immune cell composition within the tumor microenvironment of individuals diagnosed with CRC. Furthermore, A competing endogenous RNA network and 51 potential drug candidates were identified. Conclusion: A systematic framework implementing machine-learning approaches and AUcell analysis was established for identifying core ferroptosis genes and validating their functional link to ferroptosis. Meanwhile, a reliable ferroptosis-associated signature was established, which shed new light on the ferroptosis-mediated molecular mechanisms and therapeutic potential underlying CRC.

背景:结直肠癌(CRC)已成为全球第三大恶性肿瘤。追求可靠的分子特征是调整治疗方法、改进预后评估和提高结直肠癌治疗效果的关键努力。本研究旨在通过机器学习方法和AUcell分析来阐明与CRC中铁下垂相关的必要基因和分子机制。方法:GEO库和FerrDb作为提取结直肠癌和铁依赖性细胞死亡机制基因集信息的主要来源。为了确定具有生物标志物意义的潜在治疗靶点,我们采用LASSO和SVM-RFE方法。通过竞争性内源性RNA网络分析对免疫浸润进行表征。AUCell R包利用单细胞转录组数据检测单个细胞系内的靶基因活性模式。利用qRT-PCR和Human Protein Atlas (THPA)数据库验证靶基因的表达。通过DGIdb数据库探索潜在的治疗方法。结果:通过应用机器学习方法,鉴定出5个关键生物标志物候选基因:AQP8、NOX4、NR5A2、SCD和TIMP1。AUcell算法结果显示,AUC值的分布呈双峰型,2733个细胞的AUC值高于0.091的阈值。qRT-PCR结果显示,NOX4、SCD和TIMP1的表达显著上调,而AQP8和NR5A2的表达没有出现预期的差异。来自HPA数据库的mRNA和IHC分析均证实了这些关键候选生物标志物的异常表达。通过CIBERSORT方法进行的算法评估显示,诊断为结直肠癌的个体的肿瘤微环境中免疫细胞组成发生了显著变化。此外,还发现了一个竞争性的内源性RNA网络和51个潜在的候选药物。结论:采用机器学习方法和AUcell分析建立了一个系统框架,用于鉴定核心铁下垂基因并验证其与铁下垂的功能联系。同时,我们建立了一个可靠的嗜铁相关信号,为研究嗜铁介导的结直肠癌分子机制和治疗潜力提供了新的思路。
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引用次数: 0
Association of Ion Concentration with Immune-Related Adverse Events and Prognosis in Lung Cancer Patients Treated with PD-1/PD-L1 Inhibitors. 离子浓度与PD-1/PD-L1抑制剂治疗肺癌患者免疫相关不良事件和预后的关系
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2026-01-01 DOI: 10.7150/jca.120666
Chen-Wei Liao, Juan Chen, Jia-Si Liu, Lei She, Ting Zou, Ya Wang, Zhan Wang, Zhao-Qian Liu

Objectives: irAEs were associated with immunotherapy response in cancer treatment, but severe irAEs discontinued immunotherapy and affected the quality of life. This study aimed to identify ion concentrations as potential biomarkers for irAEs and prognosis in lung cancer patients receiving ICI therapy. Methods: A retrospective analysis was conducted on 459 lung cancer patients who received ICI treatment at Xiangya Hospital from April 2019 to May 2023. Patient characteristics, ion concentrations (K+, Na+, Cl-, Ca2+, PO4 3- and Mg2+), irAEs, and prognosis were systematically collected. Univariable and multivariable regression analyses, including binary logistic regression and Cox regression models, were employed to identify factors associated with irAEs and PFS. Results: Among 459 lung cancer patients receiving ICI treatment, 378 (82.4%) of the patients suffered irAEs. PD-L1 expression, ICI cycles, ORR and DCR were linked to irAEs occurrence. Cardiotoxicity, hypothyroidism, and dermatoxicity were the predominant irAEs types, but mostly mild to moderate. Notably, elevated potassium (K+) level was significantly correlated with both a higher risk of irAEs and longer PFS. Conclusions: The findings suggest that K+ concentration prior to initiating treatment with ICIs may be a biomarker of irAEs and PFS in lung cancer patients.

目的:irAEs与癌症治疗中的免疫治疗反应相关,但严重的irAEs中断免疫治疗并影响生活质量。本研究旨在确定离子浓度作为接受ICI治疗的肺癌患者irae和预后的潜在生物标志物。方法:回顾性分析湘雅医院2019年4月至2023年5月接受ICI治疗的459例肺癌患者。系统收集患者特征、离子浓度(K+、Na+、Cl-、Ca2+、po3 -和Mg2+)、irAEs和预后。采用单变量和多变量回归分析,包括二元logistic回归和Cox回归模型,以确定与irAEs和PFS相关的因素。结果:在459例接受ICI治疗的肺癌患者中,有378例(82.4%)发生了irae。PD-L1表达、ICI周期、ORR和DCR与irAEs的发生有关。心脏毒性、甲状腺功能减退和皮肤毒性是主要的irae类型,但多为轻至中度。值得注意的是,钾(K+)水平升高与irAEs的高风险和PFS的延长显著相关。结论:研究结果表明,开始使用ICIs治疗前的K+浓度可能是肺癌患者irAEs和PFS的生物标志物。
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引用次数: 0
Single-cell and transcriptomic profiling reveal stemness-driven immune evasion in obstructive sleep apnea (OSA) associated lung cancer. 单细胞和转录组分析揭示了阻塞性睡眠呼吸暂停(OSA)相关肺癌中干细胞驱动的免疫逃避。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2026-01-01 DOI: 10.7150/jca.126708
Yu-Wei Liu, Chi-Jen Wu, Kai-Fu Chang, Yung-Kuo Lee, Hui-Ru Lin, Ching-Chung Ko, Chung-Bao Hsieh, Chih-Hsuan Chang, Chung-Hsien Lin, Bo-Sheng Chen, Dahlak Daniel Solomon, Sachin Kumar, Neethu Palekkode, Ayman Fathima, Do Thi Minh Xuan, Ngoc Uyen Nhi Nguyen, Junanda Waikhom, Chien-Han Yuan, Yuen-Jung Wu

Obstructive sleep apnea (OSA) is characterized by recurrent intermittent hypoxia (IH) and has been increasingly associated with lung cancer incidence and mortality. However, how IH-related biological programs relate to immune remodeling, stemness-associated phenotypes, and therapeutic resistance in lung cancer remains incompletely understood. We integrated single-cell RNA sequencing data from IH-exposed murine lung tissues (GSE301350) with bulk transcriptomic datasets from TCGA-LUAD and GSE31210 to examine hypoxia-associated cellular and transcriptional patterns. Stemness was quantified using CytoTRACE and transcriptome-based stemness scoring, and its associations with immune infiltration, immune checkpoint expression, TIDE scores, predicted drug sensitivity, and immunotherapy response were evaluated. A stemness-based prognostic model was constructed using LASSO Cox regression and validated in independent cohorts. Single-cell analysis revealed marked immune remodeling under intermittent hypoxia (IH), including expansion of effector T cells, and monocytes/macrophages, populations alongside reduced B cells and dendritic cells. In human LUAD cohorts, stemness-high tumors were associated with mitochondrial and metabolic stress-related transcriptional programs, and increased expression of immune checkpoint genes (PD-1, PD-L1, CTLA4, LAG3). Elevated stemness scores correlated with higher TIDE scores, poorer overall survival, and reduced predicted responsiveness to immunotherapy. LASSO modeling identified a six-gene stemness signature (EIF5A, MELTF, SEMA3C, CPS1, TCN1, SELENOK), that consistently stratified patients into high- and low-risk groups across TCGA and GSE31210 cohorts. Multivariate Cox regression confirmed the risk score as an independent prognostic factor. Drug sensitivity analyses further suggested that stemness-high tumors may exhibit increased susceptibility to selected kinase inhibitors (Dasatinib, A-770041) and metabolic modulators (Phenformin, Salubrinal). OSA-associated IH is linked to stemness-associated transcriptional plasticity, immune suppression, and adverse clinical outcomes in lung cancer. The identified stemness-based gene signature provides a robust prognostic biomarker and highlights potential therapeutic vulnerabilities, supporting integrative strategies that combine stemness and immune -targeted approaches with immunotherapy in OSA-associated lung cancer.

阻塞性睡眠呼吸暂停(OSA)以反复间歇性缺氧(IH)为特征,与肺癌发病率和死亡率的关系日益密切。然而,ih相关的生物学程序如何与肺癌的免疫重塑、干细胞相关表型和治疗耐药相关仍不完全清楚。我们将暴露于ih的小鼠肺组织(GSE301350)的单细胞RNA测序数据与TCGA-LUAD和GSE31210的大量转录组数据集相结合,以检测缺氧相关的细胞和转录模式。使用CytoTRACE和基于转录组的干性评分对干性进行量化,并评估其与免疫浸润、免疫检查点表达、TIDE评分、预测药物敏感性和免疫治疗反应的相关性。使用LASSO Cox回归构建了基于干细胞的预后模型,并在独立队列中进行了验证。单细胞分析显示间歇性缺氧(IH)下明显的免疫重塑,包括效应T细胞、单核/巨噬细胞的扩增,以及B细胞和树突状细胞的减少。在人类LUAD队列中,高干性肿瘤与线粒体和代谢应激相关的转录程序以及免疫检查点基因(PD-1, PD-L1, CTLA4, LAG3)的表达增加有关。较高的stemness评分与较高的TIDE评分、较差的总生存率以及对免疫治疗的预测反应性降低相关。LASSO模型确定了一个六基因的干性特征(EIF5A、MELTF、SEMA3C、CPS1、TCN1、SELENOK),该特征在TCGA和GSE31210队列中一致地将患者分为高风险组和低风险组。多因素Cox回归证实风险评分为独立的预后因素。药物敏感性分析进一步表明,stemness高肿瘤可能对某些激酶抑制剂(Dasatinib, A-770041)和代谢调节剂(Phenformin, Salubrinal)表现出更高的敏感性。osa相关IH与干细胞相关的转录可塑性、免疫抑制和肺癌的不良临床结果有关。已确定的基于干细胞的基因标记提供了一个强大的预后生物标志物,并突出了潜在的治疗脆弱性,支持将干细胞和免疫靶向方法与osa相关肺癌的免疫治疗相结合的综合策略。
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引用次数: 0
Potential Anti-Cancer Drug 6RK73 Suppresses Ovarian Cancer Growth by Inactivating the AKT1/Sp1 Induced c-Myc Signaling Pathway. 潜在的抗癌药物6RK73通过失活AKT1/Sp1诱导的c-Myc信号通路来抑制卵巢癌的生长
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2026-01-01 DOI: 10.7150/jca.113511
Sisi Kuang, Weifeng Feng, Siqi He, Wei Meng, ChunYan Yang, Yingxia Ning

6RK73 is a novel drug designed to target UCHL1 deubiquitinase. Preliminary studies have indicated its anti-cancer activity in breast cancer and renal cell carcinoma. However, its potential anti-cancer effects in other malignancies, including ovarian cancer, remain unclear. In this study, we first determined the IC50 values of 6RK73 in ovarian cancer cell lines OVCAR3 and SKOV3, which were 10.62 μM and 12.90 μM, respectively. Subsequently, we found that 6RK73 effectively inhibited cell proliferation and arrested cell cycle progression in ovarian cancer cells in vitro. Furthermore, 6RK73 suppressed the formation of subcutaneous ovarian cancer tumors in nude mice. Mechanistically, 6RK73 significantly inhibited the AKT1/Sp1/c-Myc signaling pathway, which not only disrupted the interaction between Sp1 and c-Myc but also reduced Sp1 deubiquitination, thereby downregulating c-Myc protein expression. Interestingly, the anti-tumor effects of 6RK73 in ovarian cancer were independent of UCHL1 inhibition. Finally, AKT1 overexpression reversed the 6RK73-mediated suppression of cell proliferation by reactivating the AKT1/Sp1/c-Myc signaling pathway. These findings suggest that 6RK73 is a promising anti-cancer agent that exerts its effects by inactivating AKT1/Sp1/c-Myc signaling in ovarian cancer.

6RK73是一种靶向UCHL1去泛素酶的新型药物。初步研究表明其对乳腺癌和肾细胞癌具有抗癌作用。然而,它对包括卵巢癌在内的其他恶性肿瘤的潜在抗癌作用尚不清楚。在本研究中,我们首先测定了6RK73在卵巢癌细胞系OVCAR3和SKOV3中的IC50值,分别为10.62 μM和12.90 μM。随后,我们在体外实验中发现6RK73能有效抑制卵巢癌细胞的增殖和细胞周期进程。此外,6RK73抑制裸鼠皮下卵巢癌肿瘤的形成。机制上,6RK73显著抑制AKT1/Sp1/c-Myc信号通路,不仅破坏了Sp1与c-Myc的相互作用,还减少了Sp1去泛素化,从而下调了c-Myc蛋白的表达。有趣的是,6RK73在卵巢癌中的抗肿瘤作用是独立于UCHL1抑制的。最后,AKT1过表达通过重新激活AKT1/Sp1/c-Myc信号通路逆转了6rk73介导的细胞增殖抑制。这些发现表明,6RK73是一种很有前景的抗癌药物,它通过灭活卵巢癌中的AKT1/Sp1/c-Myc信号来发挥其作用。
{"title":"Potential Anti-Cancer Drug 6RK73 Suppresses Ovarian Cancer Growth by Inactivating the AKT1/Sp1 Induced c-Myc Signaling Pathway.","authors":"Sisi Kuang, Weifeng Feng, Siqi He, Wei Meng, ChunYan Yang, Yingxia Ning","doi":"10.7150/jca.113511","DOIUrl":"10.7150/jca.113511","url":null,"abstract":"<p><p>6RK73 is a novel drug designed to target UCHL1 deubiquitinase. Preliminary studies have indicated its anti-cancer activity in breast cancer and renal cell carcinoma. However, its potential anti-cancer effects in other malignancies, including ovarian cancer, remain unclear. In this study, we first determined the IC50 values of 6RK73 in ovarian cancer cell lines OVCAR3 and SKOV3, which were 10.62 μM and 12.90 μM, respectively. Subsequently, we found that 6RK73 effectively inhibited cell proliferation and arrested cell cycle progression in ovarian cancer cells <i>in vitro</i>. Furthermore, 6RK73 suppressed the formation of subcutaneous ovarian cancer tumors in nude mice. Mechanistically, 6RK73 significantly inhibited the AKT1/Sp1/c-Myc signaling pathway, which not only disrupted the interaction between Sp1 and c-Myc but also reduced Sp1 deubiquitination, thereby downregulating c-Myc protein expression. Interestingly, the anti-tumor effects of 6RK73 in ovarian cancer were independent of UCHL1 inhibition. Finally, AKT1 overexpression reversed the 6RK73-mediated suppression of cell proliferation by reactivating the AKT1/Sp1/c-Myc signaling pathway. These findings suggest that 6RK73 is a promising anti-cancer agent that exerts its effects by inactivating AKT1/Sp1/c-Myc signaling in ovarian cancer.</p>","PeriodicalId":15183,"journal":{"name":"Journal of Cancer","volume":"17 2","pages":"245-256"},"PeriodicalIF":3.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12825427/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146052136","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
Isoginkgetin Induces Caspase Cascade Activation and Cell Apoptosis via JNK Signaling in Oral Cancer. 异黄酮类化合物通过JNK信号诱导口腔癌Caspase级联激活和细胞凋亡。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-14 eCollection Date: 2025-01-01 DOI: 10.7150/jca.123992
Wei-En Yang, Chun-Yi Chuang, Chiao-Wen Lin, Chun-Wen Su, Meng-Ying Tsai, Shih-Chi Su, Heng-Hsiung Wu, Shun-Fa Yang, Yi-Tzu Chen

Isoginkgetin (IGG), a naturally occurring biflavonoid found in the leaves of many medicinal plants, is known to inhibit pre-mRNA splicing and display anti-cancer characteristics. However, knowledge regarding the use of IGG on oral squamous cell carcinoma (OSCC) lags behind that on the other common malignancies. The aim of this study is to explore whether IGG hinders OSCC proliferation and further investigated its oncostatic actions. We demonstrated that exposure of OSCC cell lines (HSC-3 and SCC-9) to IGG significantly diminished cell viability and induced apoptotic cell death. Furthermore, levels of several tentative apoptosis suppressors (cIAP-1 and XIAP) were decreased in IGG-treated HSC-3 and SCC-9 cells, accompanied with increased cleavage of caspases. Of note, such activation of caspase cascades by IGG was reduced by pharmaceutical inhibition of c-Jun N-terminal kinase (JNK) via a specific kinase antagonist, suggesting a functional connection of JNK activity with caspase activation during IGG-induced oral cancer cell apoptosis. In conclusion, we exhibited that IGG hampered cell viability and stimulated apoptotic events in OSCC, driven by a JNK-dependent pathway of caspase activations. Our findings present new insights into applications of a natural biflavonoid compound in fighting oral carcinogenesis.

异ginggetin (IGG)是一种天然存在的双黄酮,存在于许多药用植物的叶子中,具有抑制mrna前剪接和抗癌特性。然而,关于IGG在口腔鳞状细胞癌(OSCC)中的应用的知识落后于其他常见的恶性肿瘤。本研究的目的是探讨IGG是否阻碍OSCC的增殖,并进一步研究其抑癌作用。我们证明,暴露于IGG的OSCC细胞系(HSC-3和SCC-9)显著降低细胞活力并诱导凋亡细胞死亡。此外,在igg处理的HSC-3和SCC-9细胞中,几种实验性凋亡抑制因子(cIAP-1和XIAP)的水平降低,并伴有半胱天蛋白酶裂解的增加。值得注意的是,IGG对caspase级联的激活可以通过一种特定的激酶拮抗剂抑制c-Jun n -末端激酶(JNK)而降低,这表明在IGG诱导的口腔癌细胞凋亡过程中,JNK活性与caspase激活存在功能联系。综上所述,我们发现IGG在依赖jnk的caspase激活途径的驱动下,阻碍了OSCC的细胞活力并刺激了凋亡事件。我们的研究结果为天然双黄酮化合物在对抗口腔癌变中的应用提供了新的见解。
{"title":"Isoginkgetin Induces Caspase Cascade Activation and Cell Apoptosis via JNK Signaling in Oral Cancer.","authors":"Wei-En Yang, Chun-Yi Chuang, Chiao-Wen Lin, Chun-Wen Su, Meng-Ying Tsai, Shih-Chi Su, Heng-Hsiung Wu, Shun-Fa Yang, Yi-Tzu Chen","doi":"10.7150/jca.123992","DOIUrl":"10.7150/jca.123992","url":null,"abstract":"<p><p>Isoginkgetin (IGG), a naturally occurring biflavonoid found in the leaves of many medicinal plants, is known to inhibit pre-mRNA splicing and display anti-cancer characteristics. However, knowledge regarding the use of IGG on oral squamous cell carcinoma (OSCC) lags behind that on the other common malignancies. The aim of this study is to explore whether IGG hinders OSCC proliferation and further investigated its oncostatic actions. We demonstrated that exposure of OSCC cell lines (HSC-3 and SCC-9) to IGG significantly diminished cell viability and induced apoptotic cell death. Furthermore, levels of several tentative apoptosis suppressors (cIAP-1 and XIAP) were decreased in IGG-treated HSC-3 and SCC-9 cells, accompanied with increased cleavage of caspases. Of note, such activation of caspase cascades by IGG was reduced by pharmaceutical inhibition of c-Jun N-terminal kinase (JNK) via a specific kinase antagonist, suggesting a functional connection of JNK activity with caspase activation during IGG-induced oral cancer cell apoptosis. In conclusion, we exhibited that IGG hampered cell viability and stimulated apoptotic events in OSCC, driven by a JNK-dependent pathway of caspase activations. Our findings present new insights into applications of a natural biflavonoid compound in fighting oral carcinogenesis.</p>","PeriodicalId":15183,"journal":{"name":"Journal of Cancer","volume":"16 15","pages":"4415-4425"},"PeriodicalIF":3.2,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12664730/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145648647","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
COL6A2 drives clear cell renal cell carcinoma progression via integrin-dependent modulation of Wnt/β-catenin signaling. COL6A2通过整合素依赖性调节Wnt/β-catenin信号传导驱动透明细胞肾细胞癌进展。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-14 eCollection Date: 2025-01-01 DOI: 10.7150/jca.120607
Xing Ji, Yongyang Yun, Zhenpeng Zhu, Tianyu Wu, Mingjian Ruan, Yu Fan, Qian Zhang

Introduction: The mechanistic role of COL6A2, an extracellular matrix protein, in clear cell renal cell carcinoma (ccRCC) is largely unexplored. This study aimed to investigate COL6A2 expression, its prognostic value, biological functions, and underlying molecular mechanisms in ccRCC. Methods: COL6A2 expression was analyzed in ccRCC tissues and cell lines using public datasets and Western blotting on clinical samples and cell lines. Prognostic associations were evaluated using TCGA-KIRC data via clinicopathological correlations, Kaplan-Meier survival, and Cox regression analyses. Functional effects of COL6A2 knockdown in ccRCC cells were assessed by CCK-8, wound healing, Transwell, and Western blot analysis of EMT-associated proteins. Mechanistic investigations involved bioinformatic analysis, co-immunoprecipitation, Western blotting for Wnt/β-catenin pathway proteins, integrin blockade, and rescue experiments with the Wnt/β-catenin activator. Results: COL6A2 mRNA and protein were significantly upregulated in ccRCC tissues and cell lines. High COL6A2 expression correlated with aggressive clinicopathological features and independently predicted poorer prognosis. COL6A2 knockdown significantly inhibited ccRCC cell proliferation, migration, invasion, and reversed epithelial-mesenchymal transition (EMT). Mechanistically, COL6A2 was found to physically interact with integrin β1, thereby activating the Wnt/β-catenin signaling pathway to induce EMT. Rescue experiments confirmed the role of this signaling axis in mediating the malignant phenotypes. Conclusion: COL6A2 promotes ccRCC aggressiveness and modulates Wnt/β-catenin signaling in an integrin-dependent manner. These findings nominate the COL6A2-integrin interface as a potential therapeutic and biomarker axis in ccRCC.

COL6A2是一种细胞外基质蛋白,其在透明细胞肾细胞癌(ccRCC)中的机制作用在很大程度上尚未被探索。本研究旨在探讨COL6A2在ccRCC中的表达、预后价值、生物学功能和潜在的分子机制。方法:利用公开数据集和临床样本及细胞系的Western blotting分析COL6A2在ccRCC组织和细胞系中的表达。预后相关性通过TCGA-KIRC数据、临床病理相关性、Kaplan-Meier生存期和Cox回归分析进行评估。通过CCK-8、伤口愈合、Transwell和emt相关蛋白的Western blot分析来评估COL6A2敲低对ccRCC细胞的功能影响。机制研究包括生物信息学分析、共免疫沉淀、Wnt/β-catenin途径蛋白的Western blotting、整合素阻断和Wnt/β-catenin激活剂的拯救实验。结果:COL6A2 mRNA和蛋白在ccRCC组织和细胞系中显著上调。COL6A2高表达与侵袭性临床病理特征相关,独立预测预后较差。COL6A2敲低可显著抑制ccRCC细胞增殖、迁移、侵袭,逆转上皮间质转化(EMT)。机制上,COL6A2被发现与整合素β1物理相互作用,从而激活Wnt/β-catenin信号通路,诱导EMT。救援实验证实了该信号轴在介导恶性表型中的作用。结论:COL6A2促进ccRCC侵袭性,并以整合素依赖的方式调节Wnt/β-catenin信号传导。这些发现表明col6a2 -整合素界面是ccRCC潜在的治疗和生物标志物轴。
{"title":"COL6A2 drives clear cell renal cell carcinoma progression via integrin-dependent modulation of Wnt/β-catenin signaling.","authors":"Xing Ji, Yongyang Yun, Zhenpeng Zhu, Tianyu Wu, Mingjian Ruan, Yu Fan, Qian Zhang","doi":"10.7150/jca.120607","DOIUrl":"10.7150/jca.120607","url":null,"abstract":"<p><p><b>Introduction:</b> The mechanistic role of COL6A2, an extracellular matrix protein, in clear cell renal cell carcinoma (ccRCC) is largely unexplored. This study aimed to investigate COL6A2 expression, its prognostic value, biological functions, and underlying molecular mechanisms in ccRCC. <b>Methods:</b> COL6A2 expression was analyzed in ccRCC tissues and cell lines using public datasets and Western blotting on clinical samples and cell lines. Prognostic associations were evaluated using TCGA-KIRC data via clinicopathological correlations, Kaplan-Meier survival, and Cox regression analyses. Functional effects of COL6A2 knockdown in ccRCC cells were assessed by CCK-8, wound healing, Transwell, and Western blot analysis of EMT-associated proteins. Mechanistic investigations involved bioinformatic analysis, co-immunoprecipitation, Western blotting for Wnt/β-catenin pathway proteins, integrin blockade, and rescue experiments with the Wnt/β-catenin activator. <b>Results:</b> COL6A2 mRNA and protein were significantly upregulated in ccRCC tissues and cell lines. High COL6A2 expression correlated with aggressive clinicopathological features and independently predicted poorer prognosis. COL6A2 knockdown significantly inhibited ccRCC cell proliferation, migration, invasion, and reversed epithelial-mesenchymal transition (EMT). Mechanistically, COL6A2 was found to physically interact with integrin β1, thereby activating the Wnt/β-catenin signaling pathway to induce EMT. Rescue experiments confirmed the role of this signaling axis in mediating the malignant phenotypes. <b>Conclusion:</b> COL6A2 promotes ccRCC aggressiveness and modulates Wnt/β-catenin signaling in an integrin-dependent manner. These findings nominate the COL6A2-integrin interface as a potential therapeutic and biomarker axis in ccRCC.</p>","PeriodicalId":15183,"journal":{"name":"Journal of Cancer","volume":"16 15","pages":"4426-4439"},"PeriodicalIF":3.2,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12664722/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145648703","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
Dasatinib inhibits PD-L1 expression via a proteasomal pathway in pancreatic ductal adenocarcinoma cells. 达沙替尼通过蛋白酶体途径抑制胰腺导管腺癌细胞中PD-L1的表达。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-05 eCollection Date: 2025-01-01 DOI: 10.7150/jca.124262
Ching-Chung Ko, Hui-Ying Li, Pei-Ming Yang

Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy with a 5-year survival rate of below 8%. Standard chemotherapy regimens, including gemcitabine and FOLFIRINOX (fluorouracil, leucovorin, irinotecan, and oxaliplatin), offer limited clinical benefits. Although immune checkpoint inhibitors (ICIs) have revolutionized cancer immunotherapy, PDAC remains largely unresponsive to ICI monotherapy. In this study, we demonstrate that dasatinib, a multi-targeted tyrosine kinase inhibitor, reduces programmed death ligand 1 (PD-L1) expression in PDAC cells via a proteasome-dependent degradation pathway. Moreover, PD-L1 levels were correlated with dasatinib sensitivity, suggesting its utility as a predictive biomarker. These findings not only elucidate a novel mechanism of dasatinib's action but also provide a strong rationale for combining dasatinib with ICIs to overcome immune resistance and enhance therapeutic efficacy against PDAC.

胰腺导管腺癌(PDAC)是一种侵袭性恶性肿瘤,5年生存率低于8%。标准化疗方案,包括吉西他滨和FOLFIRINOX(氟尿嘧啶、亚叶酸钙、伊立替康和奥沙利铂),提供有限的临床益处。尽管免疫检查点抑制剂(ICI)已经彻底改变了癌症免疫治疗,但PDAC对ICI单药治疗仍无反应。在这项研究中,我们证明了多靶点酪氨酸激酶抑制剂达沙替尼通过蛋白酶体依赖的降解途径降低PDAC细胞中程序性死亡配体1 (PD-L1)的表达。此外,PD-L1水平与达沙替尼敏感性相关,表明其作为预测性生物标志物的效用。这些发现不仅阐明了达沙替尼作用的新机制,也为达沙替尼联合ICIs克服免疫抵抗、提高PDAC治疗效果提供了强有力的理论依据。
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引用次数: 0
2023 FIGO Staging of Endometrial Cancer with Molecular Classification: Dawn and Challenges. 子宫内膜癌FIGO分期与分子分类:曙光与挑战。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-03 eCollection Date: 2025-01-01 DOI: 10.7150/jca.120459
Wei Zhao, Qiqi Xu, Peiyu Feng, Dongxiao Hu, Hongyan Xu, Xiaofei Zhang, Wanrun Lin, Feng Zhou, Yang Li

Objective: To assess the prognostic performance of the 2023 FIGO staging system for endometrial cancer, which incorporates molecular classification (FIGO 2023m), we analyzed survival outcomes and compared them with the 2009 FIGO system (FIGO 2009). Methods: We retrospectively reviewed 720 patients with endometrial cancer treated between 2013 and 2021. Staging was performed according to FIGO 2009 and FIGO 2023m. Progression-free survival (PFS) and overall survival (OS) were estimated using Kaplan-Meier analysis. Factors associated with survival were identified through univariate and multivariate Cox proportional hazards analyses. Results: Of the 720 patients, 27.4% (197/720) were reclassified under FIGO 2023m, and 182 were upstaged from stage I to stage II, primarily due to p53 abnormalities (54.9%). Patients with stage I disease according to FIGO 2023m had comparable survival rates (PFS: 95.3% vs. 92.8%; OS: 99.2% vs. 95.9% under FIGO 2009). Within stage II, OS in patients classified as FIGO 2023m IIC was slightly lower than in stage IIC but did not differ statistically (92.3% vs. 86.9%). Aggressive histology, positive peritoneal cytology, and deep myometrial invasion were associated with poorer outcomes. Patients harboring POLE mutations showed excellent prognosis (5-year OS, 100.0%), even at advanced stages. Conclusion: Compared with FIGO 2009, the FIGO 2023m staging system offers improved prognostic value and better discriminative ability. Incorporating molecular subtyping is crucial even in advanced disease. However, omitting peritoneal cytology from prognostic assessment may risk undertreatment. Continued refinement in quantifying lympho-vascular space invasion (LVSI) and differentiating complex endometrial-myometrial junctions from genuine myometrial invasion remains a challenge.

目的:为了评估包含分子分类(FIGO 2023m)的2023年FIGO分期系统对子宫内膜癌的预后表现,我们分析了生存结果,并将其与2009年FIGO分期系统进行了比较(FIGO 2009)。方法:我们回顾性分析了2013年至2021年间治疗的720例子宫内膜癌患者。根据FIGO 2009和FIGO 2023m进行分期。使用Kaplan-Meier分析估计无进展生存期(PFS)和总生存期(OS)。通过单因素和多因素Cox比例风险分析确定与生存相关的因素。结果:720例患者中,27.4%(197/720)在FIGO 2023m下被重新分类,182例从I期被抢期至II期,主要原因是p53异常(54.9%)。根据FIGO 2023m, I期患者的生存率相当(PFS: 95.3% vs. 92.8%; FIGO 2009的OS: 99.2% vs. 95.9%)。在II期,FIGO 2023m IIC患者的OS略低于IIC,但无统计学差异(92.3% vs. 86.9%)。侵袭性组织学、腹膜细胞学阳性和深部子宫肌层浸润与较差的预后相关。携带POLE突变的患者预后良好(5年OS为100.0%),即使在晚期也是如此。结论:与FIGO 2009相比,FIGO 2023m分期系统具有更高的预后价值和更好的鉴别能力。即使在晚期疾病中,结合分子分型也是至关重要的。然而,在预后评估中忽略腹膜细胞学检查可能存在治疗不足的风险。量化淋巴-血管间隙浸润(LVSI)和区分复杂子宫内膜-子宫内膜连接与真正的子宫内膜浸润仍然是一个挑战。
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引用次数: 0
FoxM1 promotes TFAM expression and regulates Mitochondrial Dynamics in Glioblastoma cells. FoxM1在胶质母细胞瘤细胞中促进TFAM表达并调节线粒体动力学。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-03 eCollection Date: 2025-01-01 DOI: 10.7150/jca.111013
Nida Fatima Moazzam, Muhammad Asad Iqbal, Xiu Han, Zhangzuo Li, Aihua Gong

To investigate the contribution of individual arginines, we employed site-directed mutagenesis to generate arginine-to-alanine (R→A) substitution mutations in the N-terminal domain of Forkhead box M1 (FoxM1). The R15A mutation impaired FoxM1 transcriptional activity, hindered FoxM1 nuclear translocation and failed to promote the migratory and invasive behavior of glioma cells than other single arginine mutations. Furthermore, we demonstrated that FoxM1 expression was associated with Mitochondrial transcription factor A (TFAM) expression. Overexpressing FoxM1 increased TFAM protein levels, which was reversed by FoxM1 knockdown in glioblastoma multiforme (GBM) cells. The siRNA-mediated reduction of TFAM expression was rescued by FoxM1 overexpression. Also, FoxM1 overexpression promoted TFAM promoter luciferase activity. Importantly, the R15A mutation failed to promote TFAM expression. Additionally, FoxM1 increased the expression of mitochondrial fusion markers, Optic atrophy protein 1 (OPA1) and Mitofusin 1 (MFN1) and led to interconnected mitochondria, while FoxM1 knockdown reversed this effect. Moreover, FoxM1 promoted mitochondrial fission markers, Dynamin-related protein 1 (DRP1), Mitochondrial fission factor (MFF) and Mitochondrial fission protein 1 (FIS1). Notably, the R15A mutation resulted in loss of FoxM1 regulation of fusion and fission-related protein expression. Taken together, our findings reveal that that the N-terminal arginine 15 is a key site for the transcriptional activation and function of FoxM1 in GBM cells, suggesting its potential as a therapeutic target in GBM.

为了研究单个精氨酸的作用,我们采用定点诱变技术在叉头盒M1 (FoxM1)的n端结构域产生精氨酸-丙氨酸(R→A)替代突变。与其他单一精氨酸突变相比,R15A突变破坏了FoxM1的转录活性,阻碍了FoxM1核易位,并不能促进胶质瘤细胞的迁移和侵袭行为。此外,我们证明FoxM1表达与线粒体转录因子A (TFAM)表达相关。在多形性胶质母细胞瘤(GBM)细胞中,过表达FoxM1增加了TFAM蛋白水平,而FoxM1的下调可以逆转这一现象。sirna介导的TFAM表达减少被FoxM1过表达挽救。此外,FoxM1过表达促进了TFAM启动子荧光素酶的活性。重要的是,R15A突变不能促进TFAM的表达。此外,FoxM1增加了线粒体融合标记物Optic atrophy protein 1 (OPA1)和Mitofusin 1 (MFN1)的表达,导致线粒体相互连接,而FoxM1敲低逆转了这一作用。FoxM1对线粒体分裂标志物、动力蛋白相关蛋白1 (DRP1)、线粒体分裂因子(MFF)和线粒体分裂蛋白1 (FIS1)均有促进作用。值得注意的是,R15A突变导致FoxM1对融合和分裂相关蛋白表达的调节丧失。综上所述,我们的研究结果表明,n端精氨酸15是GBM细胞中FoxM1转录激活和功能的关键位点,这表明它有可能成为GBM的治疗靶点。
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引用次数: 0
The immunosuppressive role of CCR8+ Tregs in gastric cancer. CCR8+ Tregs在胃癌中的免疫抑制作用。
IF 3.2 3区 医学 Q2 ONCOLOGY Pub Date : 2025-11-03 eCollection Date: 2025-01-01 DOI: 10.7150/jca.121363
Koichi Jinushi, Yoshinori Hayashi, Koichi Morishita, Takuro Saito, Atsunari Kawashima, Yuichiro Doki, Azumi Ueyama, Hisashi Wada

Background: Gastric cancer remains one of the most common causes of cancer death, with a notably high incidence in East Asian countries. Regulatory T cells (Tregs) suppress antitumor immunity in the tumor microenvironment, and recent studies have identified C-C motif chemokine receptor 8 (CCR8) as a selective marker for tumor-infiltrating activated Tregs. However, the role of CCR8⁺ Tregs in gastric cancer remains unclear. Methods: This study retrospectively analyzed 80 gastric cancer patients who underwent curative resection. Immunohistochemistry dual staining for CCR8/Foxp3 and granzyme B/CD8 was performed, followed by automated image analysis and spatial profiling. The correlation between CCR8⁺ Tregs and CD8⁺ T cells, as well as their prognostic significance, was evaluated. Results: CCR8⁺ Treg density positively correlated with CD8⁺ T cell infiltration. However, a low CD8⁺ T cell/CCR8⁺ Treg ratio was significantly associated with worse recurrence-free survival (P = 0.023). Reduced granzyme B expression was observed in CCR8⁺ Treg-dense hotspots, suggesting the presence of a localized immunosuppressive environment. Spatial analysis revealed that CCR8⁺ Tregs were preferentially localized at the tumor invasion front. Furthermore, distance analysis showed that fewer CD8⁺ T cells were present around CCR8⁺ Tregs than around CCR8⁻ Tregs, suggesting a localized immunosuppressive effect that may restrict CD8⁺ T cell proliferation. Conclusions: Our findings suggest that CCR8⁺ Tregs suppress antitumor immunity in gastric cancer by affecting surrounding CD8⁺ T cells through spatial segregation. Targeting CCR8⁺ Tregs may offer a promising strategy to improve the efficacy of immunotherapy in gastric cancer.

背景:胃癌仍然是最常见的癌症死亡原因之一,在东亚国家发病率特别高。调节性T细胞(Regulatory T cells, Tregs)在肿瘤微环境中抑制抗肿瘤免疫,最近的研究发现C-C基序趋化因子受体8 (CCR8)是肿瘤浸润激活Tregs的选择性标记物。然而,CCR8 + Tregs在胃癌中的作用尚不清楚。方法:回顾性分析80例行根治性胃癌切除术的患者。对CCR8/Foxp3和颗粒酶B/CD8进行免疫组化双染色,然后进行自动图像分析和空间分析。我们评估了CCR8 + Tregs和CD8 + T细胞之间的相关性,以及它们的预后意义。结果:CCR8 + Treg密度与CD8 + T细胞浸润呈正相关。然而,低CD8 + T细胞/CCR8 + Treg比值与较差的无复发生存率显著相关(P = 0.023)。在CCR8 +密集treg热点中观察到颗粒酶B表达降低,表明存在局部免疫抑制环境。空间分析显示,CCR8 + Tregs优先定位在肿瘤侵袭前沿。此外,距离分析显示,CCR8 + Tregs周围的CD8 + T细胞比CCR8 - Tregs周围的CD8 + T细胞要少,这表明CD8 + T细胞的局部免疫抑制作用可能限制了CD8 + T细胞的增殖。结论:我们的研究结果表明,CCR8 + Tregs通过空间分离作用影响周围CD8 + T细胞,从而抑制胃癌的抗肿瘤免疫。靶向CCR8 + Tregs可能为提高胃癌免疫治疗的疗效提供一种有希望的策略。
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引用次数: 0
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