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Integration of a 4-gene risk score model enhances prognostic accuracy in acute myeloid leukemia. 整合4基因风险评分模型可提高急性髓性白血病的预后准确性。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-10-29 DOI: 10.1080/15384101.2025.2578389
Yiqing Li, Boqi Li, Jie Xiao, Kezhi Huang, Yuchan Liang, Peiting Zeng, Wenjuan Yang, Danian Nie

The clinical outcomes of acute myeloid leukemia (AML) patients exhibit substantial heterogeneity, with relapse posing a formidable challenge. Herein, we developed a risk score model by integrating relapse-related genes through Cox regression analysis. The relapse-related genes were identified via differential gene expression analysis of 15 matched diagnosed and relapsed AML samples retrieved from the Gene Expression Omnibus (GEO) database. These genes include SCN9A, CFH, CD34, and CALCRL. Our findings demonstrate that higher risk scores were significantly associated with an unfavorable ELN2017 risk classification, leukemic transformation, as well as FLT3-ITD and RUNX1 mutations. Conversely, lower risk scores were linked to NPM1 mutation. Patients with higher risk scores had a shorter overall survival (OS). Furthermore, we integrated the risk score model with the European LeukemiaNet (ELN) risk classification to establish a novel composite risk classification scheme. Patients were classified into three new risk groups based on composite risk classification showing significantly distinct OS. In summary, the four-gene risk score holds promise in predicting the OS of AML patients, and the composite risk classification shows greater potential in predicting the outcomes of AML patients. These four genes may represent potential therapeutic targets in the treatment of AML.

急性髓性白血病(AML)患者的临床结果具有很大的异质性,复发是一个巨大的挑战。在此,我们通过Cox回归分析整合复发相关基因,建立了风险评分模型。通过基因表达综合数据库(gene expression Omnibus, GEO)中15例匹配的确诊和复发AML样本的差异基因表达分析,确定了复发相关基因。这些基因包括SCN9A、CFH、CD34和CALCRL。我们的研究结果表明,较高的风险评分与不利的ELN2017风险分类、白血病转化以及FLT3-ITD和RUNX1突变显著相关。相反,较低的风险评分与NPM1突变有关。风险评分较高的患者总生存期(OS)较短。此外,我们将风险评分模型与欧洲白血病网(ELN)风险分类相结合,建立了一种新的综合风险分类方案。根据综合风险分类将患者分为三个新的风险组,显示OS有显著差异。综上所述,四基因风险评分在预测AML患者的OS方面有希望,而综合风险分类在预测AML患者预后方面显示出更大的潜力。这四个基因可能代表AML治疗的潜在治疗靶点。
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引用次数: 0
"Leucine zipper proteins as emerging therapeutic regulators: structural dynamics, disease associations, and novel targeting strategies". 亮氨酸拉链蛋白作为新兴的治疗调节剂:结构动力学、疾病关联和新的靶向策略。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-11-06 DOI: 10.1080/15384101.2025.2585073
Anjali Kumari, Adiba Mussarrat, Manodeep Chakraborty, Ananya Bhattacharjee, Ravi Kumar Rajan

Leucine zipper proteins are transcription factors that regulate gene activity through DNA binding and creating stable pairs. They are located in particular tissues and are involved in significant processes like metabolism, immunity, and stress response. The C/EBPβ (CCAAT/Enhancer-Binding Proteins), which is predominantly active in the liver and spleen, regulates metabolism and immune activity. The GILZ (glucocorticoid-induced leucine zipper), which is located in the brain, lungs, immune cells, and reproductive system, may protect against inflammation and stress. Hormonal signals or oxidative stress may cause these proteins to be activated and transported to the nucleus to turn off or turn on the genes. The disruption of balance, such as the loss of GILZ, drives inflammation, which may cause diseases. Therapies include small molecules, peptides, or DNA decoy therapy. The selective control of these proteins via biomarker profiling and targeted tissue delivery has potential in mitigating cancer, inflammatory, and metabolic diseases.

亮氨酸拉链蛋白是通过DNA结合调节基因活性并产生稳定对的转录因子。它们位于特定的组织中,参与代谢、免疫和应激反应等重要过程。C/EBPβ (CCAAT/增强子结合蛋白)主要活跃于肝脏和脾脏,调节代谢和免疫活性。GILZ(糖皮质激素诱导的亮氨酸拉链)位于大脑、肺部、免疫细胞和生殖系统中,可以防止炎症和压力。激素信号或氧化应激可能导致这些蛋白质被激活,并被运送到细胞核,以关闭或打开基因。平衡的破坏,如GILZ的丢失,会引发炎症,从而可能导致疾病。治疗方法包括小分子、多肽或DNA诱饵治疗。通过生物标志物分析和靶向组织递送对这些蛋白质进行选择性控制,在减轻癌症、炎症和代谢疾病方面具有潜力。
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引用次数: 0
Influence of bacterial proteins on the host's cell cycle. 细菌蛋白对宿主细胞周期的影响。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-10-29 DOI: 10.1080/15384101.2025.2577757
Francesca Benedetti, Camila Summers, Robert C Gallo, Davide Zella

Bacterial proteins released into the cellular microenvironment are increasingly recognized as pivotal modulators of host key signaling pathways, with significant implications for cellular functions. This review explores the multifaceted roles of such bacterial proteins, often functioning as virulence factors, in modulating the host cell cycle. By focusing on the interactions between selected bacterial proteins and essential components of the cell cycle machinery, we describe the mechanisms through which these interactions disrupt relevant cellular functions and contribute to disease development, with a particular focus on cancer.

释放到细胞微环境中的细菌蛋白越来越被认为是宿主关键信号通路的关键调节剂,对细胞功能具有重要意义。这篇综述探讨了这些细菌蛋白的多方面作用,通常作为毒力因子,在调节宿主细胞周期。通过关注选定的细菌蛋白与细胞周期机制的基本组成部分之间的相互作用,我们描述了这些相互作用破坏相关细胞功能并促进疾病发展的机制,特别关注癌症。
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引用次数: 0
Transcriptional cyclin-dependent kinases Cdk8 and Cdk19 are required for normal macrophage differentiation. 转录周期蛋白依赖性激酶Cdk8和Cdk19是正常巨噬细胞分化所必需的。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-10-22 DOI: 10.1080/15384101.2025.2571788
Aleksandra Kolodziejczyk, Samantha Liu, Fabian Strobel, Diego Martinez Alonso, Deborah Butter, Konrad Śnioch, Chen Chu, Henry Long, Veronika Sexl, Li Qiang, Stephanie K Dougan, Piotr Sicinski

Cyclin-dependent kinases CDK8 and CDK19 together with their activating partner, cyclin C, regulate gene expression as a part of the Mediator complex and by phosphorylating DNA sequence-specific transcription factors. Here, we investigated the in vivo requirement for Cdk8 and Cdk19 in hematopoiesis by generating double knockout (DKO) mice lacking Cdk8 and Cdk19 expression in hematopoietic cells. DKO mice displayed relatively normal hematopoiesis and largely unperturbed gene expression in the bone marrow, indicating that the Mediator kinases are not essential for the regulation of gene expression during hematopoiesis. However, DKO mice showed an expansion of splenic macrophages. Bone marrow-derived DKO macrophages displayed an increased expression levels of both M1-like and M2-like markers, altered cytokine secretion, deregulated gene expression, precocious cell cycle exit and impaired Fc-mediated phagocytosis. Our findings reveal a highly cell type-specific role of Cdk8/19 in gene transcription during hematopoiesis.

细胞周期蛋白依赖性激酶CDK8和CDK19及其激活伙伴细胞周期蛋白C作为中介复合物的一部分,通过磷酸化DNA序列特异性转录因子来调节基因表达。在这里,我们通过在造血细胞中产生缺乏Cdk8和Cdk19表达的双敲除(DKO)小鼠来研究造血过程中对Cdk8和Cdk19的体内需求。DKO小鼠造血功能相对正常,骨髓中基因表达基本未受干扰,表明中介激酶对造血过程中基因表达的调节不是必需的。然而,DKO小鼠表现出脾脏巨噬细胞的扩张。骨髓源性DKO巨噬细胞表现出m1样和m2样标志物表达水平升高,细胞因子分泌改变,基因表达失调,细胞周期提前退出和fc介导的吞噬功能受损。我们的研究结果揭示了Cdk8/19在造血过程中基因转录中的高度细胞类型特异性作用。
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引用次数: 0
Mitophagy suppression via lncRNA H19 silencing: a novel strategy to overcome cisplatin resistance in lung adenocarcinoma. lncRNA H19沉默抑制线粒体自噬:克服肺腺癌顺铂耐药的新策略
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-11-05 DOI: 10.1080/15384101.2025.2581634
Meng-Zhen Liu, Xiao-Yan Shao, Si-Han Wu, Qi-Qi Ning, Can Zhang, Wei-Wei Du, Rong-Rong Sun, San-Yuan Sun, You-Wei Zhang

Cisplatin (DDP) resistance substantially compromises treatment efficacy in lung adenocarcinoma (LUAD). This study investigates the role of mitochondrial long non-coding RNA (lncRNA) H19 in mediating DDP resistance. High-throughput sequencing and RT-qPCR analyses revealed pronounced H19 upregulation in DDP-resistant A549 (A549/DDP) cells relative to parental A549 cells. Subcellular localization studies indicated that H19 is primarily nuclear in A549 cells but translocates to mitochondria in A549/DDP cells. Functional assays demonstrated that H19 silencing in resistant cells attenuated chemoresistance, suppressed proliferation, migration, invasion, and colony formation in vitro, and delayed tumor growth in vivo. H19 knockdown impaired mitophagy and promoted apoptosis, mirroring autophagy inhibition and restoring DDP sensitivity. In contrast, H19 overexpression in A549 cells did not significantly alter mitophagy or cellular behavior. Furthermore, H19 silencing induced its relocalization from mitochondria back to the nucleus in resistant cells, while overexpression did not affect its nuclear localization. These findings establish that H19 translocation to mitochondria promotes DDP resistance, and its downregulation reverses this process by inhibiting mitophagy and resensitizing cells to DDP. As a nucleus-encoded mitochondria-associated lncRNA (ntmtlncRNA), H19 mediates intercompartmental communication, highlighting its potential as a therapeutic target for overcoming DDP resistance in LUAD.

顺铂(DDP)耐药性严重影响肺腺癌(LUAD)的治疗效果。本研究探讨线粒体长链非编码RNA (lncRNA) H19在介导DDP抗性中的作用。高通量测序和RT-qPCR分析显示,相对于亲代A549细胞,抗DDP的A549细胞(A549/DDP)中H19表达明显上调。亚细胞定位研究表明,H19在A549细胞中主要是细胞核,但在A549/DDP细胞中易位到线粒体。功能分析表明,在耐药细胞中沉默H19可减轻化疗耐药,抑制体外增殖、迁移、侵袭和集落形成,并延缓体内肿瘤生长。H19敲低可损伤线粒体自噬,促进细胞凋亡,反映自噬抑制,恢复DDP敏感性。相比之下,H19在A549细胞中的过表达并没有显著改变线粒体自噬或细胞行为。此外,在耐药细胞中,H19沉默诱导其从线粒体重新定位回细胞核,而过表达不影响其核定位。这些发现表明,H19易位到线粒体可促进DDP抗性,而其下调可通过抑制线粒体自噬和使细胞对DDP重新敏感来逆转这一过程。作为一种核编码的线粒体相关lncRNA (ntmtlncRNA), H19介导细胞间通讯,突出了其作为克服LUAD中DDP抗性的治疗靶点的潜力。
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引用次数: 0
CKS2 promotes the malignant phenotypes of bladder cancer cells via PI3K/AKT signaling pathway activation. CKS2通过激活PI3K/AKT信号通路促进膀胱癌细胞的恶性表型。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-11-07 DOI: 10.1080/15384101.2025.2586117
Tao Yang, Shao-Peng Kong, Qing-Le Xu, Cheng-Xin Zhan, Xiao-Tong Wang, Shou-Bin Li, Gang Wang, Jian-Guo Ma

Cyclin-dependent kinase subunit 2 (CKS2) has been implicated in various malignancies. This study investigates the mechanism by which CKS2 contributes to bladder cancer (BC) progression. Abnormally expressed genes were identified by differential analysis of tumor and normal tissues using Gene Expression Omnibus datasets. Subsequently, functional assays - including cell proliferation, Transwell migration, colony formation, wound healing, flow cytometry, and enzyme-linked immunosorbent assays - were performed to provide cellular evidence supporting the oncogenic function of CKS2 in BC. The results demonstrated significantly elevated CKS2 expression in BC cells than in normal urothelial cells. CKS2 overexpression promoted cell proliferation, cell migration and invasion. Mechanistically, CKS2 overexpression caused a marked reduction in PTEN protein levels, thereby inhibiting PIP3 degradation and indirectly activating the PI3K/AKT signaling pathway. Furthermore, CKS2 promoted phosphorylation and degradation of p27 Kip1 (Thr187), consequently contributing to cell cycle deregulation and further enhancing PI3K/AKT pathway activity. In contrast, CKS2 knockdown produced the opposite effects. Notably, treatment with the PI3K inhibitor LY294002 effectively reversed CKS2-induced BC cell proliferation and metastasis. In conclusion, CKS2 promoted the malignant phenotypes of BC cells by enhancing PI3K/AKT pathway activity through dual mechanisms involving PTEN downregulation and p27 Kip1-mediated cell cycle dysregulation.

细胞周期蛋白依赖性激酶亚单位2 (CKS2)与多种恶性肿瘤有关。本研究探讨了CKS2促进膀胱癌(BC)进展的机制。使用基因表达Omnibus数据集,通过肿瘤和正常组织的差异分析鉴定异常表达基因。随后,进行了功能分析,包括细胞增殖、Transwell迁移、菌落形成、伤口愈合、流式细胞术和酶联免疫吸附测定,以提供支持CKS2在BC中致癌功能的细胞证据。结果显示,CKS2在BC细胞中的表达明显高于正常尿路上皮细胞。CKS2过表达促进细胞增殖、迁移和侵袭。机制上,CKS2过表达导致PTEN蛋白水平显著降低,从而抑制PIP3降解,间接激活PI3K/AKT信号通路。此外,CKS2促进p27 Kip1 (Thr187)的磷酸化和降解,从而促进细胞周期的调节,进一步增强PI3K/AKT通路的活性。相反,CKS2敲低产生相反的效果。值得注意的是,使用PI3K抑制剂LY294002治疗可有效逆转cks2诱导的BC细胞增殖和转移。综上所述,CKS2通过PTEN下调和p27 kip1介导的细胞周期失调的双重机制,通过增强PI3K/AKT通路的活性,促进了BC细胞的恶性表型。
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引用次数: 0
Astrocyte-derived stanniocalcin-1 orchestrates epileptogenesis through NF-κB-dependent neuroinflammation. 星形胶质细胞衍生的斯坦钙素-1通过NF-κ b依赖性神经炎症协调癫痫发生。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-09-29 DOI: 10.1080/15384101.2025.2566293
Xinyue Guan, Wenzeng Wang, Qiannan Song, Kexin Li, Hong Chen

Background: This study aimed to investigate the expression pattern of astrocyte-derived STC1 in TLE and elucidate the molecular mechanisms by which STC1 regulates neuroinflammation and seizures through the NF-κB signaling pathway.

Methods: A TLE model was established by intrahippocampal injection of kainic acid (KA) in mice. STC1 expression levels and cellular localization in the hippocampus of TLE mice were examined. Adeno-associated virus-mediated gene overexpression and shRNA knockdown approaches were employed to investigate the effects of STC1 on neuroinflammatory responses, neuronal survival, and seizure activity. qRT-PCR and immunofluorescence methods were further utilized to evaluate inflammatory cytokine levels and NF-κB signaling pathway activity.

Results: STC1 expression was upregulated in hippocampal tissues of TLE mice, with double immunofluorescence showing STC1 predominantly localized in GFAP-positive reactive astrocytes. STC1 overexpression significantly exacerbated KA-induced neuroinflammation, along with enhanced microglial activation. STC1 knockdown attenuated neuroinflammatory responses. Nissl staining and NeuN immunohistochemistry confirmed that STC1 aggravated KA-induced neuronal loss. STC1 overexpression promoted p65 phosphorylation and nuclear translocation, activating the NF-κB signaling pathway.

Conclusion: This study reveals the molecular mechanism by which astrocyte-derived STC1 promotes TLE-associated neuroinflammation and neuronal injury through activation of the NF-κB signaling pathway, elucidating the crucial role of the astrocyte-STC1-NF-κB axis in epileptogenesis.

背景:本研究旨在探讨星形胶质细胞来源的STC1在TLE中的表达模式,阐明STC1通过NF-κB信号通路调控神经炎症和癫痫发作的分子机制。方法:采用海马体内注射kainic酸(KA)建立小鼠TLE模型。我们检测了STC1在TLE小鼠海马中的表达水平和细胞定位。采用腺相关病毒介导的基因过表达和shRNA敲低的方法来研究STC1对神经炎症反应、神经元存活和癫痫活动的影响。采用qRT-PCR和免疫荧光法检测各组炎症因子水平及NF-κB信号通路活性。结果:STC1在TLE小鼠海马组织中表达上调,双免疫荧光显示STC1主要定位于gmap阳性反应性星形胶质细胞。STC1过表达显著加重ka诱导的神经炎症,同时增强小胶质细胞激活。STC1敲除可减轻神经炎症反应。尼氏染色和NeuN免疫组化证实STC1加重了ka诱导的神经元损失。STC1过表达促进p65磷酸化和核易位,激活NF-κB信号通路。结论:本研究揭示了星形胶质细胞来源的STC1通过激活NF-κB信号通路促进tle相关神经炎症和神经元损伤的分子机制,阐明了星形胶质细胞-STC1-NF-κB轴在癫痫发生中的重要作用。
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引用次数: 0
The dual role of circular RNAs in paclitaxel resistance: insights into molecular mechanisms and clinical implications. 环状rna在紫杉醇耐药中的双重作用:分子机制和临床意义。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-11-01 Epub Date: 2025-10-17 DOI: 10.1080/15384101.2025.2575050
Ehsan Maghrebi-Ghojogh, Omer Qutaiba B Allela, Karar H Alfarttoosi, Sada Ghalib Taher, Mariem Alwan, Mahmood Jawad, Hiba Mushtaq, Mitra Zareanshahraki, Hossein Gandomkar

Paclitaxel is a widely used chemotherapeutic agent that plays a vital role in the treatment of various cancers, including breast, ovarian, and lung cancers. Despite its success, the development of resistance significantly limits its long-term efficacy. Paclitaxel resistance involves a range of molecular mechanisms, including alterations in drug transport, mutations in β-tubulin, and activation of pro-survival signaling pathways. Recent studies have highlighted the crucial role of circular RNAs (circRNAs) in mediating paclitaxel resistance. CircRNAs are characterized by their stable, covalently closed structures, which protect them from exonuclease degradation. They regulate drug resistance through various mechanisms, including modulating transcription factors and influencing cellular processes such as apoptosis, immune response, and cancer stem cell dynamics by sponging microRNAs. This review focuses on the mechanisms by which circRNAs contribute to paclitaxel resistance and discusses their dual roles as both oncogenes and tumor suppressors. Furthermore, we explore the potential of circRNAs as novel therapeutic targets to overcome paclitaxel resistance. By targeting specific circRNAs or restoring tumor-suppressive circRNAs, it may be possible to enhance paclitaxel sensitivity and improve treatment outcomes. Future research is essential to further understand the role of circRNAs in paclitaxel resistance and to develop effective circRNA-targeted therapies for cancer treatment.

紫杉醇是一种广泛使用的化疗药物,在包括乳腺癌、卵巢癌和肺癌在内的各种癌症的治疗中起着至关重要的作用。尽管取得了成功,但耐药性的发展严重限制了其长期疗效。紫杉醇耐药涉及一系列分子机制,包括药物转运的改变、β-微管蛋白的突变和促生存信号通路的激活。最近的研究强调了环状rna (circRNAs)在介导紫杉醇耐药中的关键作用。circrna的特点是其稳定的共价封闭结构,保护它们免受外切酶的降解。它们通过多种机制调节耐药,包括调节转录因子和影响细胞过程,如细胞凋亡、免疫反应和肿瘤干细胞动力学。本文综述了circrna促进紫杉醇耐药的机制,并讨论了其作为癌基因和肿瘤抑制因子的双重作用。此外,我们还探索了circRNAs作为克服紫杉醇耐药性的新治疗靶点的潜力。通过靶向特异性环状rna或恢复肿瘤抑制环状rna,有可能增强紫杉醇敏感性并改善治疗结果。未来的研究对于进一步了解circrna在紫杉醇耐药中的作用以及开发有效的circrna靶向治疗癌症至关重要。
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引用次数: 0
Construction and validation of predictive model based on endoplasmic reticulum stress-related genes for triple-negative breast cancer. 基于内质网应激相关基因的三阴性乳腺癌预测模型的构建与验证。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-09-18 DOI: 10.1080/15384101.2025.2557239
Yongqian Zhang, Hongmin Wang, Lingling Zhu, Xiaojing Chen, Min Zhao, Ming Liu

Triple-negative breast cancer (TNBC) poses challenges in treatment due to its inherent biological characteristics. Endoplasmic reticulum stress (ERS) has been associated with the development of TNBC. Hence, identifying ERS-related prognostic biomarkers is crucial for the early diagnosis and treatment of TNBC. In this study, we retrieved gene expression profiles from TNBC patients using The Cancer Genome Atlas (TCGA) database. Differentially expressed genes (DEGs) between TNBC tumor and normal tissues were identified using limma package. Using differential expression analysis, we identified 46 ERS-related DEGs. Through univariate Cox, LASSO, and multivariate COX regression analyses, we constructed a prognostic model consisting of 8 genes (IGFBP1, CFTR, THBS4, CREBRF, CLU, HDGF, DERL3, NCCRP1). This model demonstrated robust prognostic accuracy in TNBC patients, validated by the METABRIC dataset. Among the 8 prognostic genes, NCCRP1 showed the highest expression increase in BT-20 and MDA-MB-468 cells. Functional assays further revealed that NCCRP1 significantly promoted proliferation, migration, and invasion, while suppressing apoptosis and ERS in these TNBC cell lines. Our study highlights a strong association between ERS-related genes and the prognosis of TNBC patients. Moreover, we demonstrated that NCCRP1 exerts oncogenic effects in TNBC cells. It provides new insights and possible treatment targets for TNBC.

三阴性乳腺癌(TNBC)由于其固有的生物学特性,给治疗带来了挑战。内质网应激(ERS)与TNBC的发展有关。因此,确定ers相关的预后生物标志物对于TNBC的早期诊断和治疗至关重要。在这项研究中,我们使用癌症基因组图谱(TCGA)数据库检索TNBC患者的基因表达谱。采用limma包检测TNBC肿瘤与正常组织之间的差异表达基因(DEGs)。通过差异表达分析,我们鉴定出46个ers相关的deg。通过单因素Cox、LASSO和多因素Cox回归分析,我们构建了一个由8个基因(IGFBP1、CFTR、THBS4、CREBRF、CLU、HDGF、DERL3、NCCRP1)组成的预后模型。METABRIC数据集验证了该模型在TNBC患者中的预后准确性。8个预后基因中,NCCRP1在BT-20和MDA-MB-468细胞中表达升高最高。功能分析进一步发现,NCCRP1在这些TNBC细胞系中显著促进增殖、迁移和侵袭,同时抑制凋亡和ERS。我们的研究强调了ers相关基因与TNBC患者预后之间的强烈关联。此外,我们证明了NCCRP1在TNBC细胞中发挥致癌作用。它为TNBC提供了新的见解和可能的治疗靶点。
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引用次数: 0
Identification of progression markers for prostate cancer. 前列腺癌进展标志物的鉴定。
IF 3.4 3区 生物学 Q3 CELL BIOLOGY Pub Date : 2025-09-01 Epub Date: 2025-09-29 DOI: 10.1080/15384101.2025.2563930
Jie Song, Yang Zhou, Harald Hedman, Tommi Rantapero, Maréne Landström

TGFβ functions as a tumor suppressor or promoter, depending on the context, making TGFβ a useful predictive biomarker. Genes related to TGFβ signaling and Aurora kinase were tested for their ability to predict the progression risk of primary prostate tumors. Using data from The Cancer Genome Atlas (TCGA), we trained an elastic-net regularized Cox regression model including a minimal set of gene expression, copy number (CN), and clinical data. A multi-step feature selection and regularization scheme was applied to minimize the number of features while maintaining predictive power. An independent hold-out cohort was used to validate the model. Expanding from prostate cancer, predictive models were similarly trained on all other eligible cancer types in TCGA. AURKA, AURKB, and KIF23 were predictive biomarkers of prostate cancer progression, and upregulation of these genes was associated with promotion of cell-cycle progression. Extending the analysis to other TCGA cancer types revealed a trend of increased predictive performance on validation data when clinical features were complemented with molecular features, with notable variation between cancer types and clinical endpoints. Our findings suggest that TGFβ signaling genes, prostate cancer related genes and Aurora kinases are strong candidates for patient-specific clinical predictions and could help guide personalized therapeutic decisions.

根据不同的环境,TGFβ可以作为肿瘤抑制因子或启动子发挥作用,这使得TGFβ成为一种有用的预测性生物标志物。TGFβ信号传导和极光激酶相关基因被检测预测原发性前列腺肿瘤进展风险的能力。利用来自癌症基因组图谱(TCGA)的数据,我们训练了一个弹性网络正则化Cox回归模型,包括基因表达、拷贝数(CN)和临床数据的最小集。采用多步特征选择和正则化方案,在保持预测能力的同时尽量减少特征数量。一个独立的顽固群体被用来验证模型。从前列腺癌扩展到TCGA中所有其他符合条件的癌症类型,预测模型也进行了类似的训练。AURKA、AURKB和KIF23是前列腺癌进展的预测性生物标志物,这些基因的上调与促进细胞周期进展有关。将分析扩展到其他TCGA癌症类型,发现当临床特征与分子特征相辅相成时,验证数据的预测性能有增加的趋势,癌症类型和临床终点之间存在显着差异。我们的研究结果表明,TGFβ信号基因、前列腺癌相关基因和Aurora激酶是患者特异性临床预测的强有力候选基因,可以帮助指导个性化的治疗决策。
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引用次数: 0
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