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PTGES3 proteolysis using the liposomal peptide-PROTAC approach. 使用脂质体肽- protac方法进行PTGES3蛋白水解。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-26 DOI: 10.1186/s13062-024-00580-0
Shiwei Liu, Fukang Yuan, Hui Dong, Jiaqi Zhang, Xinyu Mao, Yangsui Liu, Huansong Li

Background: Hepatocellular carcinoma (HCC) is the leading cause of cancer-related deaths worldwide, and the lack of effective biomarkers for early detection leads to poor therapeutic outcomes. Prostaglandin E Synthase 3 (PTGES3) is a putative prognostic marker in many solid tumors; however, its expression and biological functions in HCC have not been determined. The proteolysis-targeting chimera (PROTAC) is an established technology for targeted protein degradation. Compared to the small-molecule PROTAC, the peptide PROTAC (p-PROTAC) utilizes peptides bound to target proteins to mediate the ubiquitination and degradation of undruggable proteins. This study aimed to use the PROTAC technology to develop a PTGES3 degrader liposome complex containing a PTGES3-binding peptide and the E3 ubiquitin ligase ligand pomalidomide for regulating cell function and provide a novel pathway for treating HCC.

Results: In this study, we demonstrated that PTGES3 is highly expressed in HCC at the transcriptional and protein levels; furthermore, PTGES3 was identified as a novel drug target that could potentially treat HCC. Hence, we developed PTGES3-PROTACs by adjusting the ligand ratio to optimize the efficacy of degradation agents. The results revealed that PTGES3-PROTAC effectively degraded PTGES3 protein and strongly weakened the HCC malignant phenotype in vitro and in vivo.

Conclusions: Our findings revealed that the highly selective PTGES3 proteolysis is a potential therapeutic strategy for HCC, and PTGES3 degraders PTGES3-PROTACs can be developed as safe and effective drugs for HCC treatment.

背景:肝细胞癌(HCC)是全球癌症相关死亡的主要原因,缺乏有效的早期检测生物标志物导致治疗效果不佳。前列腺素E合酶3 (PTGES3)被认为是许多实体肿瘤的预后指标;然而,其在HCC中的表达和生物学功能尚未确定。蛋白水解靶向嵌合体(proteolysis-targeting chimera, PROTAC)是一种成熟的靶向蛋白降解技术。与小分子PROTAC相比,肽PROTAC (p-PROTAC)利用与靶蛋白结合的肽介导不可药物蛋白的泛素化和降解。本研究旨在利用PROTAC技术开发一种含有PTGES3结合肽和E3泛素连接酶配体pomalidomide的PTGES3降解脂质体复合物,用于调节细胞功能,为治疗HCC提供新的途径。结果:在本研究中,我们证明PTGES3在HCC中在转录和蛋白水平上高表达;此外,PTGES3被确定为可能治疗HCC的新型药物靶点。因此,我们通过调整配体比例来优化降解剂的效果,开发了PTGES3-PROTACs。结果表明,PTGES3- protac在体外和体内均能有效降解PTGES3蛋白,并强烈减弱HCC的恶性表型。结论:高选择性PTGES3蛋白水解是一种潜在的HCC治疗策略,PTGES3降解物PTGES3- protacs可开发为安全有效的HCC治疗药物。
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引用次数: 0
LINC01094 promotes gastric cancer through dual targeting of CDKN1A by directly binding RBMS2 and HDAC1. LINC01094通过直接结合RBMS2和HDAC1双重靶向CDKN1A促进胃癌。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-25 DOI: 10.1186/s13062-024-00582-y
Xinyi Zhou, Cheng Gu, Linmei Xiao, Li Hu, Guanhua Chen, Fei Zuo, Hongan Shao, Bojian Fei

Background: Accumulating studies have focused on long noncoding RNAs (lncRNAs) because of their regulatory effects on multiple cancers. However, the biological functions and molecular mechanisms of lncRNAs in gastric cancer (GC) remain to be elucidated in depth.

Methods: Long intergenic nonprotein coding RNA 1094 (LINC01094), a differentially expressed lncRNA between GC tissues and adjacent normal tissues, was identified. Moreover, gain- and loss-of-function experiments in vitro and in vivo were carried out. To understand the mechanisms underlying the regulatory effects of LINC01094, we performed RNA pull-down assays, RNA immunoprecipitation assays, chromatin immunoprecipitation assays, luciferase reporter assays, etc. RESULTS: LINC01094 was markedly upregulated in GC tissues and cell lines, and LINC01094 upregulation was positively correlated with GC malignant behaviours in vitro and in vivo. Mechanistically, LINC01094 downregulated the expression of CDKN1A by interacting with RNA binding motif single stranded interacting protein 2 (RBMS2) and histone deacetylase 1 (HDAC1). Additionally, LINC01094 was confirmed to sponge miR-128-3p and participate in the LINC01094-miR-128-3p-RUNX family transcription factor 1 (RUNX1) feedback loop. Finally, Ro 5-3335, a validated RUNX1 inhibitor, was explored for anticancer drug development in GC.

Conclusions: The LINC01094-miR-128-3p-RUNX1 feedback loop downregulates CDKN1A and promotes GC cooperatively with RBMS2 and HDAC1. Furthermore, Ro 5-3335 may hold promising therapeutic potential in the treatment of GC. Hence, our study found an oncogenic lncRNA, LINC01094, which could be a promising target for cancer treatment and diagnosis.

背景:由于长链非编码rna (lncRNAs)对多种癌症的调控作用,越来越多的研究集中在它们身上。然而,lncrna在胃癌(GC)中的生物学功能和分子机制仍有待深入研究。方法:鉴定长基因间非蛋白编码RNA 1094 (LINC01094),这是GC组织与邻近正常组织之间差异表达的lncRNA。此外,还进行了体外和体内的功能增加和功能丧失实验。为了了解LINC01094调控作用的机制,我们进行了RNA下拉试验、RNA免疫沉淀试验、染色质免疫沉淀试验、荧光素酶报告基因试验等。结果:LINC01094在胃癌组织和细胞系中表达上调,且在体内外与胃癌恶性行为呈正相关。机制上,LINC01094通过与RNA结合基序单链相互作用蛋白2 (RBMS2)和组蛋白去乙酰化酶1 (HDAC1)相互作用下调CDKN1A的表达。此外,LINC01094被证实能够吸收miR-128-3p,并参与LINC01094-miR-128-3p- runx家族转录因子1 (RUNX1)反馈回路。最后,我们探索了经验证的RUNX1抑制剂Ro 5-3335在GC中的抗癌药物开发。结论:LINC01094-miR-128-3p-RUNX1反馈回路下调CDKN1A,并与RBMS2和HDAC1协同促进GC。此外,Ro 5-3335在胃癌治疗中可能具有良好的治疗潜力。因此,我们的研究发现了一个致癌的lncRNA, LINC01094,它可能是癌症治疗和诊断的一个有希望的靶点。
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引用次数: 0
Integrated Mendelian randomization and single-cell RNA-sequencing analyses identified OAS1 as a novel therapeutic target for erectile dysfunction via targeting fibroblasts. 综合孟德尔随机化和单细胞rna测序分析发现,通过靶向成纤维细胞,OAS1是治疗勃起功能障碍的新靶点。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-24 DOI: 10.1186/s13062-024-00587-7
Yi Wang, Guihua Chen, Deng Li

Clinically, phosphodiesterase type 5 inhibitors (PDE5-Is) remain the first-line therapy for erectile dysfunction (ED) patients; however, approximately 35% of these patients are still failing to respond to the therapeutic effects. So, urgent needs are required to identify novel therapeutic targets for ED. Hence, in this report, it was the first time for us to integrate single-cell RNA-sequencing (scRNA-Seq), mendelian randomization (MR) analysis with expression quantitative trait loci (eQTL), and protein quantitative trait loci (pQTL) data to find new treatment targets for ED. Disease-causing changes were revealed by MR analysis, and it showed that the OAS1 eQTL/cis-eQTL/cis-pQTL was causally related to ED, significantly reducing its risks (all P < 0.05). Disease-induced changes were revealed by scRNA-Seq, and it suggested that OAS1 mainly played its role in ED via targeting fibroblasts. We further concluded that the positive regulation of OAS1 gene expression could lead to the vicious circle of ED. As a result, drugs targeting OAS1 in the future might provide more potential opportunities and flexibility for treating ED. In conclusion, our study identified OAS1 as a gene of interest in the context of ED via targeting fibroblasts through integrated MR and scRNA-Seq analyses. While these findings highlighted the potential of OAS1 as a therapeutic target, further experimental and clinical studies were still required to validate its functional role and therapeutic relevance in ED pathology.

临床上,磷酸二酯酶5型抑制剂(PDE5-Is)仍然是勃起功能障碍(ED)患者的一线治疗药物;然而,大约35%的患者仍然对治疗效果没有反应。因此,在本报告中,我们首次将单细胞rna测序(scRNA-Seq)、孟德尔随机化(MR)与表达数量性状位点(eQTL)、蛋白数量性状位点(pQTL)数据整合,寻找ED新的治疗靶点。MR分析揭示了ED的致病变化,发现OAS1 eQTL/顺式-eQTL/顺式-pQTL与ED存在因果关系。显著降低其风险(P
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引用次数: 0
TFAP2C-mediated transcriptional activation of STEAP3 promotes lung squamous cell carcinoma progression by regulating the β-catenin pathway. tfap2c介导的STEAP3转录激活通过调节β-catenin通路促进肺鳞状细胞癌的进展。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-24 DOI: 10.1186/s13062-024-00584-w
Tong Sun, Zhiguang Yang

Six-transmembrane epithelial antigen of prostate 3 (STEAP3) is associated with the progression of several human malignancies. However, its role in lung squamous cell carcinoma (LUSC) remains unclear. We measured STEAP3 expression in LUSC cell lines and tissues. LUSC cells with stable STEAP3 overexpression and knockdown were obtained through G418 selection. Multiple assays were used to evaluate the malignant phenotypes of LUSC cells and the activation of the β-catenin signaling. The potential transcriptional regulatory factors of STEAP3 were predicted using the JASPAR database, and the correlation between transcription factor AP-2 gamma (TFAP2C) and STEAP3 was analyzed through the GEPIA database. The study evaluated the regulatory relationship between a potential transcription factor and STEAP3 through ChIP and luciferase reporter assays. Additionally, rescue assays were utilized to ascertain whether TFAP2C serves as the upstream regulatory factor of STEAP3, contributing to LUSC progression. Finally, tumor growth and metastasis were evaluated in vivo. STEAP3 expression was notably higher in LUSC, and its overexpression was linked to a poor prognosis. Moreover, STEAP3 overexpression activated the β-catenin pathway, thereby accelerating cell proliferation and metastasis. Conversely, STEAP3 knockdown had an anti-tumor effect in LUSC. Additionally, TFAP2C bound directly to the STEAP3 promoter and positively regulate its expression in LUSC. The anti-tumor effects of TFAP2C knockdown were partially reversed by STEAP3 overexpression. The study indicates that the TFAP2C/STEAP3 axis may be a therapeutic target for LUSC treatment. This enhances our understanding of lung carcinogenesis.

前列腺3六跨膜上皮抗原(STEAP3)与几种人类恶性肿瘤的进展有关。然而,其在肺鳞状细胞癌(LUSC)中的作用尚不清楚。我们测量了STEAP3在LUSC细胞系和组织中的表达。通过G418筛选获得稳定的STEAP3过表达和敲低的LUSC细胞。采用多种方法评估LUSC细胞的恶性表型和β-catenin信号的激活。利用JASPAR数据库预测STEAP3的潜在转录调控因子,并通过GEPIA数据库分析转录因子AP-2 γ (TFAP2C)与STEAP3的相关性。该研究通过ChIP和荧光素酶报告基因检测评估了潜在转录因子与STEAP3之间的调控关系。此外,我们利用拯救实验来确定TFAP2C是否作为STEAP3的上游调控因子,促进LUSC的进展。最后,在体内评估肿瘤的生长和转移。STEAP3在LUSC中的表达明显升高,其过表达与预后不良有关。此外,STEAP3过表达激活了β-catenin通路,从而加速细胞增殖和转移。相反,STEAP3敲低在LUSC中具有抗肿瘤作用。此外,TFAP2C直接与STEAP3启动子结合,并正向调节其在LUSC中的表达。TFAP2C敲低的抗肿瘤作用被STEAP3过表达部分逆转。本研究提示TFAP2C/STEAP3轴可能是LUSC治疗的一个治疗靶点。这增强了我们对肺癌发生的认识。
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引用次数: 0
A functional approach to homeostatic regulation. 稳态调节的功能方法。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-22 DOI: 10.1186/s13062-024-00577-9
Clemente F Arias, Francisco J Acosta, Federica Bertocchini, Cristina Fernández-Arias

In this work, we present a novel modeling framework for understanding the dynamics of homeostatic regulation. Inspired by engineering control theory, this framework incorporates unique features of biological systems. First, biological variables often play physiological roles, and taking this functional context into consideration is essential to fully understand the goals and constraints of homeostatic regulation. Second, biological signals are not abstract variables, but rather material molecules that may undergo complex turnover processes of synthesis and degradation. We suggest that the particular nature of biological signals may condition the type of information they can convey, and their potential role in shaping the dynamics and the ultimate purpose of homeostatic systems. We show that the dynamic interplay between regulated variables and control signals is a key determinant of biological homeostasis, challenging the necessity and the convenience of strictly extrapolating concepts from engineering control theory in modeling the dynamics of homeostatic systems. This work provides a simple, unified framework for studying biological regulation and identifies general principles that transcend molecular details of particular homeostatic mechanisms. We show how this approach can be naturally applied to apparently different regulatory systems, contributing to a deeper understanding of homeostasis as a fundamental process in living systems.

在这项工作中,我们提出了一个新的模型框架来理解稳态调节的动力学。受工程控制理论的启发,该框架结合了生物系统的独特特征。首先,生物变量经常发挥生理作用,考虑这一功能背景对于充分理解稳态调节的目标和限制是必不可少的。其次,生物信号不是抽象的变量,而是物质分子,可能经历复杂的合成和降解的周转过程。我们认为,生物信号的特殊性质可能会限制它们所能传递的信息类型,以及它们在形成动态和稳态系统最终目的方面的潜在作用。我们表明,调节变量和控制信号之间的动态相互作用是生物稳态的关键决定因素,挑战了在稳态系统动力学建模中严格外推工程控制理论概念的必要性和便利性。这项工作为研究生物调控提供了一个简单、统一的框架,并确定了超越特定稳态机制的分子细节的一般原理。我们展示了这种方法如何自然地应用于明显不同的调节系统,有助于更深入地理解动态平衡作为生命系统的基本过程。
{"title":"A functional approach to homeostatic regulation.","authors":"Clemente F Arias, Francisco J Acosta, Federica Bertocchini, Cristina Fernández-Arias","doi":"10.1186/s13062-024-00577-9","DOIUrl":"10.1186/s13062-024-00577-9","url":null,"abstract":"<p><p>In this work, we present a novel modeling framework for understanding the dynamics of homeostatic regulation. Inspired by engineering control theory, this framework incorporates unique features of biological systems. First, biological variables often play physiological roles, and taking this functional context into consideration is essential to fully understand the goals and constraints of homeostatic regulation. Second, biological signals are not abstract variables, but rather material molecules that may undergo complex turnover processes of synthesis and degradation. We suggest that the particular nature of biological signals may condition the type of information they can convey, and their potential role in shaping the dynamics and the ultimate purpose of homeostatic systems. We show that the dynamic interplay between regulated variables and control signals is a key determinant of biological homeostasis, challenging the necessity and the convenience of strictly extrapolating concepts from engineering control theory in modeling the dynamics of homeostatic systems. This work provides a simple, unified framework for studying biological regulation and identifies general principles that transcend molecular details of particular homeostatic mechanisms. We show how this approach can be naturally applied to apparently different regulatory systems, contributing to a deeper understanding of homeostasis as a fundamental process in living systems.</p>","PeriodicalId":9164,"journal":{"name":"Biology Direct","volume":"19 1","pages":"134"},"PeriodicalIF":5.7,"publicationDate":"2024-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11663359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MLL1 promotes placental trophoblast ferroptosis and aggravates preeclampsia symptoms through epigenetic regulation of RBM15/TRIM72/ADAM9 axis. MLL1通过RBM15/TRIM72/ADAM9轴的表观遗传调控,促进胎盘滋养细胞铁凋亡,加重子痫前期症状。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-22 DOI: 10.1186/s13062-024-00572-0
Lingling Li, Haining He, Zhenrong Zheng, Xiaolan Zhao

This study explores the epigenetic mechanism of MLL1 regulating trophoblast ferroptosis in preeclampsia (PE). A murine model of PE was established, and HTR-8/SVneo cells were induced by Erastin to establish an in vitro cell model. GSH, MDA, Fe2+, and ROS levels were measured to assess ferroptosis. MLL1, RBM15, TRIM72, ADMAM9, ASCL4, GPX4, and FTH1 expressions were detected by qRT-PCR or Western blot. ChIP analyzed H3K4me3 enrichment and MLL1 enrichment on RBM15 promoter. The binding of YTHDF2 or m6A to TRIM72 mRNA was determined by RIP. TRIM72 mRNA stability was detected after actinomycin D treatment. The binding of TRIM72 to ADAM9 and the ADAM9 ubiquitination level were detected by Co-IP. MLL1 was highly expressed in placental tissues of PE mice. Inhibition of MLL1 improved PE symptoms in mice, repressed ferroptosis in placental tissues, and inhibited Erastin-induced ferroptosis in vitro. MLL1 elevated RBM15 expression by increasing H3K4me3 on RBM15 promoter. RBM15 promoted the binding of TRIM72 to YTHDF2 by enhancing m6A modification on TRIM72 mRNA, thereby repressing TRIM72 expression. TRIM72 bound to ADAM9 and ubiquitinated it for degradation. In conclusion, MLL1 promotes placental trophoblast ferroptosis and aggravates PE symptoms via epigenetic regulation of RBM15/TRIM72/ADAM9 axis.

本研究探讨MLL1调控子痫前期(PE)滋养细胞铁下垂的表观遗传机制。建立小鼠PE模型,用Erastin诱导HTR-8/SVneo细胞建立体外细胞模型。测定GSH、MDA、Fe2+和ROS水平以评估铁下垂。采用qRT-PCR或Western blot检测MLL1、RBM15、TRIM72、ADMAM9、ASCL4、GPX4、FTH1的表达。ChIP分析了RBM15启动子上H3K4me3的富集和MLL1的富集。通过RIP检测YTHDF2或m6A与trim72mrna的结合情况。放线菌素D处理后检测TRIM72 mRNA的稳定性。Co-IP检测TRIM72与ADAM9的结合及ADAM9泛素化水平。MLL1在PE小鼠胎盘组织中高表达。抑制MLL1可改善小鼠PE症状,抑制胎盘组织中的铁下垂,并抑制erastin诱导的铁下垂。MLL1通过增加RBM15启动子上的H3K4me3来提高RBM15的表达。RBM15通过增强m6A对TRIM72 mRNA的修饰,促进TRIM72与YTHDF2结合,从而抑制TRIM72的表达。TRIM72与ADAM9结合并使其泛素化以降解。综上所述,MLL1通过RBM15/TRIM72/ADAM9轴的表观遗传调控促进胎盘滋养层铁凋亡,加重PE症状。
{"title":"MLL1 promotes placental trophoblast ferroptosis and aggravates preeclampsia symptoms through epigenetic regulation of RBM15/TRIM72/ADAM9 axis.","authors":"Lingling Li, Haining He, Zhenrong Zheng, Xiaolan Zhao","doi":"10.1186/s13062-024-00572-0","DOIUrl":"10.1186/s13062-024-00572-0","url":null,"abstract":"<p><p>This study explores the epigenetic mechanism of MLL1 regulating trophoblast ferroptosis in preeclampsia (PE). A murine model of PE was established, and HTR-8/SVneo cells were induced by Erastin to establish an in vitro cell model. GSH, MDA, Fe<sup>2+</sup>, and ROS levels were measured to assess ferroptosis. MLL1, RBM15, TRIM72, ADMAM9, ASCL4, GPX4, and FTH1 expressions were detected by qRT-PCR or Western blot. ChIP analyzed H3K4me3 enrichment and MLL1 enrichment on RBM15 promoter. The binding of YTHDF2 or m6A to TRIM72 mRNA was determined by RIP. TRIM72 mRNA stability was detected after actinomycin D treatment. The binding of TRIM72 to ADAM9 and the ADAM9 ubiquitination level were detected by Co-IP. MLL1 was highly expressed in placental tissues of PE mice. Inhibition of MLL1 improved PE symptoms in mice, repressed ferroptosis in placental tissues, and inhibited Erastin-induced ferroptosis in vitro. MLL1 elevated RBM15 expression by increasing H3K4me3 on RBM15 promoter. RBM15 promoted the binding of TRIM72 to YTHDF2 by enhancing m6A modification on TRIM72 mRNA, thereby repressing TRIM72 expression. TRIM72 bound to ADAM9 and ubiquitinated it for degradation. In conclusion, MLL1 promotes placental trophoblast ferroptosis and aggravates PE symptoms via epigenetic regulation of RBM15/TRIM72/ADAM9 axis.</p>","PeriodicalId":9164,"journal":{"name":"Biology Direct","volume":"19 1","pages":"133"},"PeriodicalIF":5.7,"publicationDate":"2024-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11663353/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871349","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrated machine learning reveals the role of tryptophan metabolism in clear cell renal cell carcinoma and its association with patient prognosis. 综合机器学习揭示了色氨酸代谢在透明细胞肾细胞癌中的作用及其与患者预后的关系。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-21 DOI: 10.1186/s13062-024-00576-w
Fan Li, Haiyi Hu, Liyang Li, Lifeng Ding, Zeyi Lu, Xudong Mao, Ruyue Wang, Wenqin Luo, Yudong Lin, Yang Li, Xianjiong Chen, Ziwei Zhu, Yi Lu, Chenghao Zhou, Mingchao Wang, Liqun Xia, Gonghui Li, Lei Gao

Background: Precision oncology's implementation in clinical practice faces significant constraints due to the inadequacies in tools for detailed patient stratification and personalized treatment methodologies. Dysregulated tryptophan metabolism has emerged as a crucial factor in tumor progression, encompassing immune suppression, proliferation, metastasis, and metabolic reprogramming. However, its precise role in clear cell renal cell carcinoma (ccRCC) remains unclear, and predictive models or signatures based on tryptophan metabolism are conspicuously lacking.

Methods: The influence of tryptophan metabolism on tumor cells was explored using single-cell RNA sequencing data. Genes involved in tryptophan metabolism were identified across both single-cell and bulk-cell dimensions through weighted gene co-expression network analysis (WGCNA) and its single-cell data variant (hdWGCNA). Subsequently, a tryptophan metabolism-related signature was developed using an integrated machine-learning approach. This signature was then examined in multi-omics data to assess its associations with patient clinical features, prognosis, cancer malignancy-related pathways, immune microenvironment, genomic characteristics, and responses to immunotherapy and targeted therapy. Finally, the genes within the signature were validated through experiments including qRT-PCR, Western blot, CCK8 assay, and transwell assay.

Results: Dysregulated tryptophan metabolism was identified as a potential driver of the malignant transformation of normal epithelial cells. The tryptophan metabolism-related signature (TMRS) demonstrated robust predictive capability for overall survival (OS) and progression-free survival (PFS) across multiple datasets. Moreover, a high TMRS risk score correlated with increased tumor malignancy, significant metabolic reprogramming, an inflamed yet dysfunctional immune microenvironment, heightened genomic instability, resistance to immunotherapy, and increased sensitivity to certain targeted therapeutics. Experimental validation revealed differential expression of genes within the signature between RCC and adjacent normal tissues, with reduced expression of DDAH1 linked to enhanced proliferation and metastasis of tumor cells.

Conclusion: This study investigated the potential impact of dysregulated tryptophan metabolism on clear cell renal cell carcinoma, leading to the development of a tryptophan metabolism-related signature that may provide insights into patient prognosis, tumor biological status, and personalized treatment strategies. This signature serves as a valuable reference for further exploring the role of tryptophan metabolism in renal cell carcinoma and for the development of clinical applications based on this metabolic pathway.

背景:精确肿瘤学在临床实践中的实施面临着很大的限制,因为缺乏详细的患者分层和个性化治疗方法的工具。色氨酸代谢失调已成为肿瘤进展的关键因素,包括免疫抑制、增殖、转移和代谢重编程。然而,其在透明细胞肾细胞癌(ccRCC)中的确切作用尚不清楚,基于色氨酸代谢的预测模型或特征明显缺乏。方法:利用单细胞RNA测序技术,探讨色氨酸代谢对肿瘤细胞的影响。通过加权基因共表达网络分析(WGCNA)及其单细胞数据变体(hdWGCNA),在单细胞和大细胞两个维度上鉴定了参与色氨酸代谢的基因。随后,使用集成的机器学习方法开发了色氨酸代谢相关的特征。然后在多组学数据中检查该特征,以评估其与患者临床特征、预后、癌症恶性相关途径、免疫微环境、基因组特征以及对免疫治疗和靶向治疗的反应的关联。最后,通过qRT-PCR、Western blot、CCK8、transwell等实验对签名中的基因进行验证。结果:色氨酸代谢失调被认为是正常上皮细胞恶性转化的潜在驱动因素。色氨酸代谢相关特征(TMRS)在多个数据集中显示出对总生存期(OS)和无进展生存期(PFS)的强大预测能力。此外,高TMRS风险评分与肿瘤恶性程度增加、显著的代谢重编程、炎症但功能失调的免疫微环境、高度的基因组不稳定性、对免疫治疗的耐药性以及对某些靶向治疗的敏感性增加相关。实验验证显示,RCC与邻近正常组织之间的特征基因表达存在差异,DDAH1表达的降低与肿瘤细胞的增殖和转移增强有关。结论:本研究探讨了色氨酸代谢失调对透明细胞肾细胞癌的潜在影响,导致色氨酸代谢相关特征的发展,可能为患者预后、肿瘤生物学状态和个性化治疗策略提供见解。这一特征为进一步探索色氨酸代谢在肾细胞癌中的作用以及基于这一代谢途径开发临床应用提供了有价值的参考。
{"title":"Integrated machine learning reveals the role of tryptophan metabolism in clear cell renal cell carcinoma and its association with patient prognosis.","authors":"Fan Li, Haiyi Hu, Liyang Li, Lifeng Ding, Zeyi Lu, Xudong Mao, Ruyue Wang, Wenqin Luo, Yudong Lin, Yang Li, Xianjiong Chen, Ziwei Zhu, Yi Lu, Chenghao Zhou, Mingchao Wang, Liqun Xia, Gonghui Li, Lei Gao","doi":"10.1186/s13062-024-00576-w","DOIUrl":"10.1186/s13062-024-00576-w","url":null,"abstract":"<p><strong>Background: </strong>Precision oncology's implementation in clinical practice faces significant constraints due to the inadequacies in tools for detailed patient stratification and personalized treatment methodologies. Dysregulated tryptophan metabolism has emerged as a crucial factor in tumor progression, encompassing immune suppression, proliferation, metastasis, and metabolic reprogramming. However, its precise role in clear cell renal cell carcinoma (ccRCC) remains unclear, and predictive models or signatures based on tryptophan metabolism are conspicuously lacking.</p><p><strong>Methods: </strong>The influence of tryptophan metabolism on tumor cells was explored using single-cell RNA sequencing data. Genes involved in tryptophan metabolism were identified across both single-cell and bulk-cell dimensions through weighted gene co-expression network analysis (WGCNA) and its single-cell data variant (hdWGCNA). Subsequently, a tryptophan metabolism-related signature was developed using an integrated machine-learning approach. This signature was then examined in multi-omics data to assess its associations with patient clinical features, prognosis, cancer malignancy-related pathways, immune microenvironment, genomic characteristics, and responses to immunotherapy and targeted therapy. Finally, the genes within the signature were validated through experiments including qRT-PCR, Western blot, CCK8 assay, and transwell assay.</p><p><strong>Results: </strong>Dysregulated tryptophan metabolism was identified as a potential driver of the malignant transformation of normal epithelial cells. The tryptophan metabolism-related signature (TMRS) demonstrated robust predictive capability for overall survival (OS) and progression-free survival (PFS) across multiple datasets. Moreover, a high TMRS risk score correlated with increased tumor malignancy, significant metabolic reprogramming, an inflamed yet dysfunctional immune microenvironment, heightened genomic instability, resistance to immunotherapy, and increased sensitivity to certain targeted therapeutics. Experimental validation revealed differential expression of genes within the signature between RCC and adjacent normal tissues, with reduced expression of DDAH1 linked to enhanced proliferation and metastasis of tumor cells.</p><p><strong>Conclusion: </strong>This study investigated the potential impact of dysregulated tryptophan metabolism on clear cell renal cell carcinoma, leading to the development of a tryptophan metabolism-related signature that may provide insights into patient prognosis, tumor biological status, and personalized treatment strategies. This signature serves as a valuable reference for further exploring the role of tryptophan metabolism in renal cell carcinoma and for the development of clinical applications based on this metabolic pathway.</p>","PeriodicalId":9164,"journal":{"name":"Biology Direct","volume":"19 1","pages":"132"},"PeriodicalIF":5.7,"publicationDate":"2024-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11662763/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142871342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exosomes containing circSCP2 in colorectal cancer promote metastasis via sponging miR-92a-1-5p and interacting with PTBP1 to stabilize IGF2BP1. 结直肠癌中含有circSCP2的外泌体通过海绵化miR-92a-1-5p和与PTBP1相互作用稳定IGF2BP1来促进转移。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-20 DOI: 10.1186/s13062-024-00571-1
Qing Meng, Haoyi Xiang, Yijing Wang, Kepeng Hu, Xin Luo, Jiawei Wang, Engeng Chen, Wei Zhang, Jiaxin Chen, Xiaoyu Chen, Huogang Wang, Zhenyu Ju, Zhangfa Song

Exosomes have emerged as significant biomarkers for multiple diseases, including cancers. Circular RNAs (circRNAs), abundant in exosomes, are involved in regulating cancer development. However, the regulatory function and the underlying molecular mechanism of hsa_circ_0006906 (circSCP2) in colorectal cancer (CRC) metastasis remain unclear. A competing endogenous RNA microarray was used to analyze circRNA expression in serum exosomes in patients with CRC at early and late stages. circSCP2 expression was evaluated using qRT-PCR. The biological functions of circSCP2 in CRC were assessed through in vitro and in vivo experiments. The molecular mechanism of circSCP2 was explored using western blotting, RNA pulldown, RNA immunoprecipitation, luciferase assays, and relative rescue experiments. circSCP2 expression was significantly elevated in CRC tissues, with higher levels in serum exosomes correlating with advanced TNM stages. circSCP2 knockdown inhibited CRC cell proliferation, migration, invasion, and metastasis in vitro and in vivo. Mechanistically, circSCP2 sponged miR-92a-1-5p to increase insulin-like growth factor 2 mRNA-binding protein 1 (IGF2BP1) expression. Additionally, circSCP2 directly bound to and stabilized polypyrimidine tract binding protein 1 (PTBP1) by inhibiting protein ubiquitination, resulting in IGF2BP1 mRNA stabilization and enhanced CRC migration and invasion. Our findings demonstrate that circSCP2 regulates the miR-92a-1-5p/IGF2BP1 pathway, promotes PTBP1/IGF2BP1 interaction, and accelerates CRC progression. Exosomal circSCP2 is a promising circulating biomarker for CRC prognosis and needs further therapeutic investigation.

外泌体已成为包括癌症在内的多种疾病的重要生物标志物。外泌体中丰富的环状rna (circRNAs)参与调节癌症的发展。然而,hsa_circ_0006906 (circSCP2)在结直肠癌(CRC)转移中的调控功能及其潜在的分子机制尚不清楚。使用竞争性内源性RNA微阵列分析早期和晚期结直肠癌患者血清外泌体中的circRNA表达。采用qRT-PCR检测circSCP2的表达。通过体外和体内实验评估circSCP2在结直肠癌中的生物学功能。通过western blotting、RNA拉下、RNA免疫沉淀、荧光素酶测定和相关抢救实验探讨circSCP2的分子机制。circSCP2在结直肠癌组织中的表达显著升高,血清外泌体中较高的表达水平与TNM晚期相关。circSCP2基因敲低可抑制CRC细胞的增殖、迁移、侵袭和转移。在机制上,circSCP2海绵miR-92a-1-5p增加胰岛素样生长因子2 mrna结合蛋白1 (IGF2BP1)的表达。此外,circSCP2通过抑制蛋白泛素化,直接结合并稳定聚嘧啶束结合蛋白1 (PTBP1),导致IGF2BP1 mRNA稳定,增强结直肠癌的迁移和侵袭。我们的研究结果表明,circSCP2调节miR-92a-1-5p/IGF2BP1通路,促进PTBP1/IGF2BP1相互作用,加速CRC进展。外泌体circSCP2是一种很有前景的CRC预后循环生物标志物,需要进一步的治疗研究。
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引用次数: 0
Valentina Tassinari, the legacy of a young scientist. 瓦伦蒂娜·塔西纳里,一位年轻科学家的遗产。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-20 DOI: 10.1186/s13062-024-00585-9
Gerry Melino, Eleonora Candi, Daniele Marcoccia
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引用次数: 0
Integrative in-silico and in-vitro analysis of taurine and vitamin B12 in modulating PPARγ and Wnt signaling in hyperhomocysteinemia-induced osteoporosis. 牛磺酸和维生素B12在高同型半胱氨酸血症诱导的骨质疏松症中调节PPARγ和Wnt信号的集成硅和体外分析。
IF 5.7 2区 生物学 Q1 BIOLOGY Pub Date : 2024-12-20 DOI: 10.1186/s13062-024-00581-z
Mazumder Adhish, I Manjubala

Peroxisome proliferator-activated receptor-γ (PPARγ) is a critical regulator of adipogenesis and bone metabolism, playing complex roles in osteoporosis. This study investigates the effects of taurine and homocysteine on PPARγ, focusing on their roles in osteoclastogenesis and bone health. In-silico analyses, including molecular docking and molecular dynamic simulations, revealed that both taurine and homocysteine bind competitively to the PPARγ ligand-binding domain, exhibiting distinctive antagonistic modes, including destabilization of PPARγ's key helices H3, H4/5, H11, and H12. In-vitro experiments further supported these results, demonstrating that taurine protects against oxidative damage, enhances bone mineralization, and reduces the expression levels of PPARγ, while also downregulating negative regulators of the Wnt signaling pathway, such as SOST and DKK1. Homocysteine, on the other hand, was observed to increase the expression of these regulators and impair bone formation. Vitamin B12 was included in the study due to its known role in mitigating hyperhomocysteinemia, a condition linked to impaired bone health and reduced taurine levels. While vitamin B12 alone demonstrated some beneficial effects, it did not achieve the same level of efficacy as taurine. However, a combination of taurine and vitamin B12 showed greater efficacy in ameliorating hyperhomocysteinemia-induced osteoporosis. Overall, this study highlights taurine's therapeutic potential in counteracting the adverse effects of hyperhomocysteinemia on bone health and underscores the need for further research into taurine's mechanisms in osteoporosis treatment.

过氧化物酶体增殖物激活受体-γ (PPARγ)是脂肪形成和骨代谢的重要调节因子,在骨质疏松症中起着复杂的作用。本研究探讨牛磺酸和同型半胱氨酸对PPARγ的影响,重点关注它们在破骨细胞发生和骨骼健康中的作用。包括分子对接和分子动力学模拟在内的计算机分析显示,牛磺酸和同型半胱氨酸都竞争性地结合到PPARγ配体结合域,表现出不同的拮抗模式,包括破坏PPARγ的关键螺旋H3、H4/5、H11和H12。体外实验进一步支持了这些结果,表明牛磺酸可以防止氧化损伤,增强骨矿化,降低PPARγ的表达水平,同时下调Wnt信号通路的负调节因子,如SOST和DKK1。另一方面,同型半胱氨酸被观察到增加这些调节因子的表达并损害骨形成。维生素B12之所以被纳入研究,是因为它在缓解高同型半胱氨酸血症方面具有已知的作用,而高同型半胱氨酸血症与骨骼健康受损和牛磺酸水平降低有关。虽然维生素B12单独显示出一些有益的效果,但它没有达到牛磺酸那样的功效水平。然而,牛磺酸和维生素B12的组合在改善高同型半胱氨酸血症引起的骨质疏松症方面显示出更大的疗效。总之,本研究强调了牛磺酸在对抗高同型半胱氨酸血症对骨骼健康的不良影响方面的治疗潜力,并强调了牛磺酸在骨质疏松症治疗中的机制的进一步研究的必要性。
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Biology Direct
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