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The Mechanism of Polygonum Hydropiper L-Coptis Chinensis in the Treatment of Ulcerative Colitis Based on Network Pharmacology and Experimental Validation. 基于网络药理学和实验验证的何首乌治疗溃疡性结肠炎的机理。
Pub Date : 2024-03-08 DOI: 10.31083/j.fbl2903093
Feifei Zhu, Yunyun Zhi, Yonghui Li, Haiyan Niu, Shouzhong Ren

Background: Polygonum hydropiper L (PH) was widely used to treat dysentery, gastroenteritis, diarrhea and other diseases. Coptis chinensis (CC) had the effects of clearing dampness-heat, purging fire, and detoxifying. Study confirmed that flavonoids in PH and alkaloids in CC alleviated inflammation to inhibit the development of intestinal inflammation. However, how PH-CC affects UC was unclear. Therefore, the aim of this study is to analyze the mechanism of PH-CC on ulcerative colitis (UC) through network pharmacology and in vivo experiments.

Methods: The active ingredients and targets of PH-CC and targets of UC were screened based on related databases. The core targets of PH-CC on UC was predicted by protein-protein interaction network (PPI), and then the Gene Ontology-biological processes (GO-BP) function enrichment analysis was conducted using the Database for Annotation, Visualization and Integrated Discovery (DAVID) database. The binding activity between pyroptosis proteins, core targets and effective ingredients were verified based on molecular docking technology. Finally, combined with the results of network pharmacology and literature research, the mechanism of PH-CC against UC was verified by in vivo experiments.

Results: There were 23 active components and 191 potential targets in PH-CC, 5275 targets in UC, and 141 co-targets. GO-BP functional analysis of 141 co-targets showed that the first 20 biological processes were closely related to inflammation and lipopolysaccharide (LPS) stimulation. Furthermore, core targets had good binding activity with the corresponding compounds. Animal experiment indicated that PH-CC effectively prevented weight loss in UC mice, reduced the disease activity index (DAI) score, maintained colon length, suppressed myeloperoxidase (MPO) activity, inhibited pyroptosis protein expression, and downregulated the levels of IL-18 and IL-1β to alleviate intestinal inflammation.

Conclusions: The results of network pharmacology and animal experiments showed that PH-CC suppressed the inflammatory response, restored colon morphology, and inhibited pyroptosis in UC mice. Thus, PH-CC may improve UC by regulating the NOD-like receptor protein domain 3 (NLRP3)/Caspase-1 signaling pathway.

背景:何首乌被广泛用于治疗痢疾、肠胃炎、腹泻等疾病。黄连(Coltis chinensis,CC)具有清湿热、泻火、解毒的功效。研究证实,PH 中的黄酮类化合物和 CC 中的生物碱能缓解炎症,抑制肠道炎症的发展。然而,PH-CC 如何影响 UC 尚不清楚。因此,本研究旨在通过网络药理学和体内实验分析 PH-CC 对溃疡性结肠炎(UC)的影响机制:方法:根据相关数据库筛选 PH-CC 的有效成分和靶点以及 UC 的靶点。方法:根据相关数据库筛选PH-CC的有效成分和靶点以及UC靶点,通过蛋白质-蛋白质相互作用网络(PPI)预测PH-CC对UC的核心靶点,然后利用注释、可视化和综合发现数据库(DAVID)进行基因本体-生物过程(GO-BP)功能富集分析。基于分子对接技术,验证了热蛋白、核心靶标和有效成分之间的结合活性。最后,结合网络药理学和文献研究结果,通过体内实验验证了 PH-CC 抗 UC 的机制:结果:PH-CC中有23种活性成分和191个潜在靶点,UC中有5275个靶点和141个共靶点。对141个共靶点的GO-BP功能分析显示,前20个生物学过程与炎症和脂多糖(LPS)刺激密切相关。此外,核心靶标与相应化合物具有良好的结合活性。动物实验表明,PH-CC能有效防止UC小鼠体重下降,降低疾病活动指数(DAI)评分,维持结肠长度,抑制髓过氧化物酶(MPO)活性,抑制热蛋白表达,下调IL-18和IL-1β水平,从而缓解肠道炎症:结论:网络药理学和动物实验结果表明,PH-CC 可抑制 UC 小鼠的炎症反应、恢复结肠形态并抑制化脓。因此,PH-CC 可通过调节 NOD 样受体蛋白结构域 3(NLRP3)/Caspase-1 信号通路来改善 UC。
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引用次数: 0
Phosphoglycerate Kinase 1: An Effective Therapeutic Target in Cancer. 磷酸甘油酸激酶 1:癌症的有效治疗靶点
Pub Date : 2024-03-06 DOI: 10.31083/j.fbl2903092
Ailin Qiu, Xiaosha Wen, Qingshuang Zou, Lei Yin, Siqi Zhu, Yao Sheng, Yan He, Quan Liu, Dixian Luo, Zifen Guo

Phosphoglycerate kinase 1 (PGK1) serves as a pivotal enzyme in the cellular glycolysis pathway, facilitating adenosine-triphosphate (ATP) production in tumor cells and driving the Warburg effect. PGK1 generates ATP through the reversible phosphorylation reaction of 1,3-bisphosphoglycerate (1,3-BPG) to Mg-adenosine-5'-diphosphate (Mg-ADP). In addition to its role in regulating cellular metabolism, PGK1 plays a pivotal role in autophagy induction, regulation of the tricarboxylic acid cycle (TCA), and various mechanisms including tumor cell drug resistance, and so on. Given its multifaceted functions within cells, the involvement of PGK1 in many types of cancer, including breast cancer, astrocytoma, metastatic colon cancer, and pancreatic ductal adenocarcinoma, is intricate. Notably, PGK1 can function as an intracellular protein kinase to coordinate tumor growth, migration, and invasion via posttranslational modifications (PTMs). Furthermore, elevated expression levels of PGK1 have been observed in cancer tissues, indicating its association with unfavorable treatment outcomes and prognosis. This review provides a comprehensive summary of PGK1's expression pattern, structural features, functional properties, involvement in PTMs, and interaction with tumors. Additionally highlighted are the prospects for developing and applying related inhibitors that confirm the indispensable value of PGK1 in tumor progression.

磷酸甘油酸激酶 1(PGK1)是细胞糖酵解途径中的一种关键酶,可促进肿瘤细胞中三磷酸腺苷(ATP)的生成并推动沃伯格效应。PGK1 通过将 1,3-二磷酸甘油酯(1,3-BPG)转化为腺苷-5'-二磷酸镁(Mg-ADP)的可逆磷酸化反应生成 ATP。除了调节细胞新陈代谢的作用外,PGK1 还在诱导自噬、调节三羧酸循环(TCA)以及包括肿瘤细胞耐药性在内的各种机制中发挥着关键作用。鉴于 PGK1 在细胞内的多方面功能,它与乳腺癌、星形细胞瘤、转移性结肠癌和胰腺导管腺癌等多种癌症的关系错综复杂。值得注意的是,PGK1 可作为细胞内蛋白激酶发挥作用,通过翻译后修饰(PTM)协调肿瘤的生长、迁移和侵袭。此外,在癌症组织中已观察到 PGK1 的表达水平升高,这表明它与不利的治疗结果和预后有关。本综述全面总结了 PGK1 的表达模式、结构特征、功能特性、参与 PTMs 以及与肿瘤的相互作用。此外,还重点介绍了开发和应用相关抑制剂的前景,证实了 PGK1 在肿瘤进展中不可或缺的价值。
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引用次数: 0
Bioinformatics-Based Screening of Key LncRNAs for Modulating the Transcriptome Associated with Glaucoma in Human Trabecular Meshwork Cells. 基于生物信息学筛选调节人类小梁网状细胞青光眼相关转录组的关键 LncRNA。
Pub Date : 2024-02-29 DOI: 10.31083/j.fbl2903091
Junhong Guo, Yunfei Wu, Yue Sun, Dong Chen, Yijia Huang, Xiaoli Shen, Zhichao Yan, Jiantao Wang

Objective: The morphology and functions of the human trabecular meshwork (HTM) are dysregulated in glaucoma, and the molecular mechanisms of this dysregulation remain unknown. According to an established in vitro model, whose function was to study the regulatory networks sustaining the response of HTM cells to the increased substrate stiffness, we systematically analyzed the expression pattern of long noncoding RNAs (lncRNAs), the important regulatory RNAs in cells.

Methods: Bioinformatics analysis was performed to identify the dysregulated lncRNAs in response to increased substrate stiffness using transcriptome sequencing data (RNA-seq). Then we interfered with the expression of several dysregulated lncRNAs in HTM cells to explore their molecular targets. The cross-linking immunoprecipitation and sequencing method (CLIP-seq) was used to identify enhancer of zeste homolog 2 (EZH2)-targeted RNAs in HTM cells. The chromatin IP and sequencing method (ChIP-seq) was used to identify the targets of EZH2 and histone H3 at lysine 27 (H3K27me3).

Results: The response of thousands of dysregulated lncRNAs to increased substrate stiffness was identified through RNA-seq. Functional prediction of these lncRNAs revealed that they potentially regulated key biological processes, including extracellular matrix (ECM) organization. By interfering with the expression of lncRNA SHNG8, ZFHX4-AS1, and RP11-552M11.4, the results demonstrated that those lncRNAs extensively regulated the expression levels of ECM-associated genes. Moreover, we found that EZH2 expression was significantly decreased at high substrate stiffness. Using CLIP-seq to identify EZH2-targeted RNAs in HTM cells, we found that SNHG8 was bound by EZH2. According to the CLIP-seq data of EZH2, we found that EZH2 binding sites were observed in the transcripts of SNHG8-regulated genes, but not in the ChIP-seq results of EZH2 and H3K27me3.

Conclusion: Our results suggest that SNHG8 and EZH2 may cooperate to regulate the expression of a subset of genes by influencing their RNA abundance, explaining how they support HTM cell morphology and high density. This study contributes to the understanding of the alteration of HTM during the progression of glaucoma by identifying functional lncRNAs, especially SNHG8, and suggests novel therapeutic targets to treat glaucoma.

目的:人类小梁网(HTM)的形态和功能在青光眼中失调,而这种失调的分子机制仍然未知。我们根据已建立的体外模型,系统分析了细胞中重要的调控 RNA--长非编码 RNA(lncRNA)的表达模式,该模型的作用是研究维持 HTM 细胞对基质硬度增加的反应的调控网络:方法:利用转录组测序数据(RNA-seq)进行生物信息学分析,以确定基质硬度增加时表达失调的lncRNA。然后,我们干扰了几种调控失调的 lncRNA 在 HTM 细胞中的表达,以探索它们的分子靶标。交联免疫沉淀和测序法(CLIP-seq)被用来鉴定HTM细胞中的泽斯特同源增强子2(EZH2)靶向RNA。染色质 IP 和测序方法(ChIP-seq)用于鉴定 EZH2 和组蛋白 H3 赖氨酸 27(H3K27me3)的靶标:结果:通过RNA-seq确定了数千个调控失调的lncRNA对底物硬度增加的反应。对这些lncRNA的功能预测显示,它们可能调控关键的生物过程,包括细胞外基质(ECM)的组织。通过干扰lncRNA SHNG8、ZFHX4-AS1和RP11-552M11.4的表达,结果表明这些lncRNA广泛调控ECM相关基因的表达水平。此外,我们还发现 EZH2 的表达在底物硬度较高时显著下降。通过 CLIP-seq 鉴定 HTM 细胞中 EZH2 靶向的 RNA,我们发现 SNHG8 与 EZH2 结合。根据EZH2的CLIP-seq数据,我们发现在SNHG8调控基因的转录本中观察到了EZH2结合位点,但在EZH2和H3K27me3的ChIP-seq结果中没有观察到:我们的研究结果表明,SNHG8和EZH2可能通过影响基因的RNA丰度,合作调控了一部分基因的表达,从而解释了它们是如何支持HTM细胞形态和高密度的。这项研究通过鉴定功能性lncRNA,特别是SNHG8,有助于理解青光眼进展过程中HTM的改变,并提出了治疗青光眼的新靶点。
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引用次数: 0
The Use of Human Platelet Lysate as a Coating Substance for Adipose-Derived Stem Cell Expansion. 使用人血小板裂解液作为脂肪干细胞扩增的包被物质。
Pub Date : 2024-02-23 DOI: 10.31083/j.fbl2902088
Patcharapa Tragoonlugkana, Narong Chitchongyingcharoen, Chatchai Pruksapong, Shirmeela Hassan, Kamolchanok Ngamkham, Witchayapon Kamprom, Aungkura Supokawej

Background: Large-scale production of mesenchymal stromal cells is essential for sufficient therapeutic doses in regenerative medicine. However, long-term cultivation encounters limited cell growth and cellular aging. Therefore, an alternative cell culture approach that promotes proliferation and attenuates cell senescence is required. Human platelet lysate (HPL) is a potent supplement for in vitro cell expansion. Applying HPL as a coating material can potentially improve mesenchymal stromal cell cultures.

Method: To examine the capacity of HPL, it was used to pre-coat a tissue culture plate for in vitro adipose-derived mesenchymal stromal cell expansion. Alterations in biological features of adipose-derived stem cells (ADSCs) were investigated, including cell adhesion assays, cell proliferation, population doubling time, and cellular senescence.

Results: ADSCs cultured on HPL-coated plates significantly increased cell adhesion rate, shortened population doubling time, and stimulated cell growth. The senescent cells were significantly decreased in ADSCs cultured in an HPL-coated plate, and the expression levels of senescence-associated genes, including p16, p21, and p53, were downregulated. Furthermore, Western blotting analysis revealed that HPL was enriched with fibronectin and vitronectin, essential cell adhesive proteins.

Conclusions: HPL was effectively used as a coating material for ADSC expansions. Cellular cultivation on the HPL coating is an alternative approach for producing mesenchymal stromal cells.

背景:大规模生产间充质基质细胞对于再生医学中获得足够的治疗剂量至关重要。然而,长期培养会遇到细胞生长受限和细胞衰老的问题。因此,需要一种既能促进细胞增殖又能减轻细胞衰老的替代细胞培养方法。人血小板裂解液(HPL)是体外细胞扩增的有效补充剂。将 HPL 用作涂层材料有可能改善间充质基质细胞培养:方法:为了检验 HPL 的能力,我们用它预涂组织培养板,用于体外脂肪间充质基质细胞扩增。研究了脂肪源性干细胞(ADSCs)生物学特征的变化,包括细胞粘附试验、细胞增殖、群体倍增时间和细胞衰老:结果:在涂有 HPL 涂层的平板上培养的 ADSCs 能显著提高细胞粘附率、缩短细胞群体倍增时间并刺激细胞生长。在HPL涂层平板上培养的ADSCs衰老细胞明显减少,p16、p21和p53等衰老相关基因的表达水平下调。此外,Western 印迹分析表明,HPL 富含纤维粘连蛋白和玻璃粘连蛋白,这两种蛋白是重要的细胞粘附蛋白:结论:HPL 可有效用作 ADSC 扩增的包被材料。结论:HPL 可有效用作 ADSC 扩增的涂层材料,在 HPL 涂层上进行细胞培养是生产间充质基质细胞的另一种方法。
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引用次数: 0
Deguelin and Paclitaxel Loaded PEG-PCL Nano-Micelles for Suppressing the Proliferation and Inducing Apoptosis of Breast Cancer Cells. 含有 Deguelin 和紫杉醇的 PEG-PCL 纳米微球可抑制乳腺癌细胞增殖并诱导其凋亡
Pub Date : 2024-02-23 DOI: 10.31083/j.fbl2902090
Yali Wang, Yang Lan, Liang Wu, Shijin Zhang, Qiang Su, Qin Yang

Background: Deguelin (DGL) is a natural flavonoid reported to exhibit antitumor effects in breast cancer (BC). PEG-PCL (Polyethylene Glycol- Polycaprolactone), as polymeric micelles, has biodegradability and biocompatibility. The aim of this study was to investigate whether the nanoparticular delivery system, PEG-PCL could improve the bioavailability of DGL for suppressing proliferation of BC cells.

Methods: PEG-PCL polymers were first prepared by ring-opening polymerization, and DGL and paclitaxel (PTX)-loaded PEG-PCL nano-micelles were formulated via the film dispersion method. The composition and molecular weight of PEG-PCL were analyzed by nuclear magnetic resonance and fourier Transform infrared spectroscopy (FTIR) spectra. Particle size, surface potential and hemolytic activity of micelles were assessed by dynamic light scattering, transmission electron microscopy and hemolysis assay, respectively. Then proliferation and apoptosis of MDA-MB-231 and MDA-MB-468 cells were tested with Edu staining, CCK-8, TUNEL staining, and Flow cytometer. Caspase 3 expression was also assessed by Western blot.

Results: Our results first indicated that PEG2000-PCL2000 was successfully synthesized. DGL and PTX-loaded PEG-PCL nano-micelles were rounded in shape with a particle size of 35.78 ± 0.35 nm and a surface potential of 2.84 ± 0.27 mV. The micelles had minimal hemolytic activity. Besides, we proved that DGL and PTX-loaded PEG-PCL nano-micelles could suppress proliferation and induce apoptosis in BC cells. The DGL and PTX-loaded PEG-PCL nano-micelles constructed in this study had a prominent inhibitory role on proliferation and a remarkable promotional role on apoptosis in BC cells.

Conclusions: This study proposes that nano-micelles formed by PEG-PCL can enhance the cytotoxicity of Paclitaxel against breast cancer cells, and concurrently, the loading of Deguelin may further inhibit cell proliferation. This presents a potential for the development of a novel therapeutic strategy.

背景:据报道,Deguelin(DGL)是一种天然黄酮类化合物,对乳腺癌(BC)有抗肿瘤作用。PEG-PCL(聚乙二醇-聚己内酯)作为聚合物胶束,具有生物降解性和生物相容性。本研究旨在探讨 PEG-PCL 这种纳米颗粒给药系统能否提高 DGL 的生物利用度,从而抑制 BC 细胞的增殖:方法:首先用开环聚合法制备PEG-PCL聚合物,然后用薄膜分散法配制DGL和紫杉醇(PTX)负载的PEG-PCL纳米微胞。核磁共振和傅立叶红外光谱分析了 PEG-PCL 的组成和分子量。通过动态光散射、透射电子显微镜和溶血试验分别评估了胶束的粒度、表面电位和溶血活性。然后用 Edu 染色、CCK-8、TUNEL 染色和流式细胞仪检测了 MDA-MB-231 和 MDA-MB-468 细胞的增殖和凋亡情况。此外,还通过 Western 印迹检测了 Caspase 3 的表达:结果:我们的研究结果表明,PEG2000-PCL2000 已经成功合成。DGL 和 PTX 负载的 PEG-PCL 纳米胶束呈圆形,粒径为 35.78 ± 0.35 nm,表面电位为 2.84 ± 0.27 mV。胶束的溶血活性极低。此外,我们还证明了DGL和PTX负载的PEG-PCL纳米胶束能抑制BC细胞的增殖并诱导其凋亡。本研究构建的DGL和PTX负载型PEG-PCL纳米微胞对BC细胞的增殖有明显的抑制作用,对凋亡有显著的促进作用:本研究提出,PEG-PCL 纳米微胞可增强紫杉醇对乳腺癌细胞的细胞毒性,同时,Deguelin 的负载可进一步抑制细胞增殖。这为开发新型治疗策略提供了可能。
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引用次数: 0
Cellular Advanced Glycation End Products Aggravate the Immune Response in Mononuclear Cells from Patients with Type 1 Diabetes. 细胞高级糖化终产物会加重 1 型糖尿病患者单核细胞的免疫反应。
Pub Date : 2024-02-22 DOI: 10.31083/j.fbl2902085
Liang Yang, Yuxuan Qian, Shixin Lei, Dongping Sun

Background: Type 1 diabetes mellitus (T1DM) is an autoimmune disease characterized by immune response mediated islet beta cells destruction. However, the mechanisms that cause immune response in TIDM are still under investigation. Therefore, the goal of this study was to investigate the role of advanced glycation end products (AGEs) in the regulation of the immune response in peripheral blood mononuclear cells (PBMCs) from patients with T1DM.

Methods: PBMCs isolated from T1DM patients and control subjects were used in the current study. Cytokines, AGEs related to glyoxalase 1 (GLO1), methylglyoxal (MG)-derived AGEs were assessed longitudinally.

Results: The results of published T1DM PBMC microarray datasets using random-effects meta-analysis models revealed immune responses in the PBMCs of patients with T1DM compared with control subjects. Moreover, the activity of GLO1, which is the key MG-metabolizing enzyme, was significantly reduced in PBMCs from T1DM patients. We confirmed that, compared to the control subjects, GLO1 expression and activity were markedly decreased and MG-derived AGEs were significantly accumulated in the PBMCs from T1DM patients. In addition, phytohemagglutinin stimulated the secretion of tumor necrosis factor alpha (TNF-α), and interferon gamma (IFN-γ) was positively correlated with the accumulation of cellular AGEs. Therefore, the exposure of PBMCs from control subjects to MG and a GLO1 inhibitor enhanced the accumulation of cellular MG-derived AGEs and the secretion of TNF-α and IFN-γ.

Conclusions: The results of this study showed that the accumulation of cellular AGEs causes a decline in the immune response of patients with T1DM.

背景:1 型糖尿病(T1DM)是一种以免疫反应介导的胰岛β细胞破坏为特征的自身免疫性疾病。然而,导致 T1DM 免疫反应的机制仍在研究之中。因此,本研究旨在探讨高级糖化终产物(AGEs)在调节 T1DM 患者外周血单核细胞(PBMCs)免疫反应中的作用:方法:本研究使用了从 T1DM 患者和对照组中分离的外周血单核细胞。纵向评估细胞因子、与乙醛醛酶 1(GLO1)相关的 AGEs、甲基乙二醛(MG)衍生的 AGEs:使用随机效应荟萃分析模型对已发表的 T1DM PBMC 芯片数据集进行分析的结果显示,与对照组相比,T1DM 患者的 PBMC 中存在免疫反应。此外,在 T1DM 患者的 PBMCs 中,MG 关键代谢酶 GLO1 的活性明显降低。我们证实,与对照组相比,T1DM 患者的 PBMCs 中 GLO1 的表达和活性明显降低,MG 衍生的 AGEs 明显累积。此外,植物血凝素能刺激肿瘤坏死因子α(TNF-α)的分泌,而γ干扰素(IFN-γ)与细胞AGEs的积累呈正相关。因此,将对照组受试者的 PBMC 暴露于 MG 和 GLO1 抑制剂会增强细胞 MG 衍生 AGEs 的积累以及 TNF-α 和 IFN-γ 的分泌:本研究结果表明,细胞 AGEs 的积累会导致 T1DM 患者的免疫反应下降。
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引用次数: 0
Analysis of TLR2 in Primary Endocrine Resistant of Breast Cancer. 原发性内分泌耐药乳腺癌中的 TLR2 分析
Pub Date : 2024-02-22 DOI: 10.31083/j.fbl2902081
Yunmei Wang, Guangxi Wang, Xiang Wang, Jiao Yang, Yanwei Shen, Bin Zhao, Jin Yang

Background: Previous clinical studies have suggested that Toll-like receptor (TLR)2 had predictive function for endocrine resistance in HER2-positive breast cancer (BCa). Nevertheless, it remains unclear whether TLR2 would relate to development of endocrine therapy resistance in triple-positive breast cancer (TPBC).

Methods: Bioinformatic analysis of TLR2 was carried out through a database. Ten tumor tissues were obtained from TPBC patients who underwent surgery, with five patients displaying primary resistance to tamoxifen (TAM) with the remaining 5 being sensitive. Different levels of proteins were identified through mass spectrometry analysis and confirmed through reverse transcription polymerase chain reaction (RT-PCR) and western blot. TAM-resistant cell lines (BT474-TAM) were established by continuous exposure to TAM, and TAM resistance was assessed via IC50. Additionally, TLR2 mRNA was analyzed through western blot and RT-PCR in BT474, BT474-TAM, MCF-7, and MCF10A cells. Furthermore, TLR2-specific interference sequences were utilized to downregulate TLR2 expression in BT474-TAM cells to elucidate its role in TAM resistance.

Results: TLR2 had a correlation with decreased relapse-free survival in BCa patients from the GSE1456-GPL96 cohort, and it was involved in cancer development predominantly mediated by MAPK and PI3K pathways. TLR2 protein expression ranked in the top 5 proteins within the TAM-resistant group, and was 1.9 times greater than that in the sensitive group. Additionally, TLR2 mRNA and protein expression increased significantly in the established TAM-resistant BT474/TAM cell lines. The sensitivity of TAM was restored upon TLR2 downregulation in BT474/TAM cells.

Conclusions: TLR2 might have a therapeutic value as it was involved in the TAM resistance in TPBC, with potential to be a marker for primary endocrine resistance.

背景:以往的临床研究表明,Toll样受体(TLR)2对HER2阳性乳腺癌(BCa)的内分泌耐药性有预测作用。然而,TLR2是否与三阳性乳腺癌(TPBC)内分泌治疗耐药性的发展有关仍不清楚:方法:通过数据库对 TLR2 进行生物信息学分析。方法:通过数据库对 TLR2 进行生物信息学分析,从接受手术治疗的 TPBC 患者中获取了 10 个肿瘤组织,其中 5 个患者对他莫昔芬(TAM)表现出原发性耐药性,其余 5 个患者则表现出敏感性。通过质谱分析确定了不同水平的蛋白质,并通过逆转录聚合酶链反应(RT-PCR)和免疫印迹进行了确认。通过持续暴露于 TAM 建立了 TAM 抗性细胞系(BT474-TAM),并通过 IC50 评估了 TAM 抗性。此外,还通过 Western 印迹和 RT-PCR 分析了 BT474、BT474-TAM、MCF-7 和 MCF10A 细胞中的 TLR2 mRNA。此外,还利用TLR2特异性干扰序列来下调TLR2在BT474-TAM细胞中的表达,以阐明其在TAM抗性中的作用:结果:在GSE1456-GPL96队列中,TLR2与BCa患者无复发生存率的下降有关,它主要通过MAPK和PI3K途径参与癌症的发展。在 TAM 耐药组中,TLR2 蛋白表达量排在前 5 位,是敏感组的 1.9 倍。此外,TLR2 mRNA 和蛋白表达在已建立的 TAM 抗性 BT474/TAM 细胞系中显著增加。TLR2在BT474/TAM细胞中被下调后,TAM的敏感性得以恢复:结论:TLR2可能具有治疗价值,因为它参与了TPBC对TAM的耐药性,并有可能成为原发性内分泌耐药性的标志物。
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引用次数: 0
Tumor-Educated Platelet RNA and Circulating Free RNA: Emerging Liquid Biopsy Markers for Different Tumor Types. 肿瘤生成的血小板 RNA 和循环游离 RNA:不同肿瘤类型的新兴液体活检标志物。
Pub Date : 2024-02-22 DOI: 10.31083/j.fbl2902080
Haiyang Hu, Huangqin Song, Bin Han, Haoliang Zhao, Jiefeng He

The incidence and mortality from malignant tumors continue to rise each year. Consequently, early diagnosis and intervention are vital for improving patient' prognosis and survival. The traditional pathological tissue biopsy is currently considered the gold standard for cancer diagnosis. However, it suffers from several limitations including invasiveness, sometimes not repeatable or unsuitable, and the inability to capture the dynamic nature of tumors in terms of space and time. Consequently, these limit the application of tissue biopsies for the diagnosis of early-stage tumors and have redirected the research focus towards liquid biopsies. Blood-based liquid biopsies have thus emerged as a promising option for non-invasive assessment of tumor-specific biomarkers. These minimally invasive, easily accessible, and reproducible tests offer several advantages, such as being mostly complication-free and efficient at monitoring tumor progression and tracing drug resistance. Liquid biopsies show great potential for cancer prediction, diagnosis, and prognostic assessment. Circulating tumor-educated platelets (TEPs) possess the unique ability to absorb nucleic acids from the bloodstream and to modify transcripts derived from megakaryocytes in response to external signals. In addition, circulating free RNA (cfRNA) constitutes a significant portion of the biomolecules present in the bloodstream. This paper aims to provide a comprehensive overview of the current research status regarding TEP RNA and cfRNA in liquid biopsies from various tumor types. Our analysis includes cancers of the lung, liver, pancreas, breast, nasopharynx, ovary and colon, as well as multiple myeloma and sarcoma. By synthesizing this information, we intend to establish a solid theoretical foundation for exploring potential applications of circulating RNA as a reliable biomarker for tumor diagnosis and monitoring.

恶性肿瘤的发病率和死亡率逐年上升。因此,早期诊断和干预对于改善患者的预后和生存率至关重要。目前,传统的病理组织活检被认为是癌症诊断的黄金标准。然而,这种方法存在一些局限性,包括有创性、有时无法重复或不适合,以及无法捕捉肿瘤在空间和时间上的动态特性。因此,这些限制了组织活检在早期肿瘤诊断中的应用,并将研究重点转向了液体活检。因此,以血液为基础的液体活检已成为无创评估肿瘤特异性生物标志物的一种有前途的选择。这些微创、易获取和可重复的检测具有多种优势,如大多无并发症,可有效监测肿瘤进展和追踪耐药性。液体活检在癌症预测、诊断和预后评估方面显示出巨大的潜力。循环中的肿瘤教育血小板(TEPs)具有独特的能力,可从血液中吸收核酸,并根据外部信号修改巨核细胞的转录本。此外,循环游离 RNA(cfRNA)占血液中生物大分子的很大一部分。本文旨在全面概述有关各种肿瘤类型液体活检组织中 TEP RNA 和 cfRNA 的研究现状。我们的分析包括肺癌、肝癌、胰腺癌、乳腺癌、鼻咽癌、卵巢癌、结肠癌以及多发性骨髓瘤和肉瘤。通过综合这些信息,我们打算为探索循环 RNA 作为肿瘤诊断和监测的可靠生物标记物的潜在应用奠定坚实的理论基础。
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引用次数: 0
aiGeneR 1.0: An Artificial Intelligence Technique for the Revelation of Informative and Antibiotic Resistant Genes in Escherichia coli. aiGeneR 1.0:揭示大肠杆菌中信息基因和抗生素耐药基因的人工智能技术。
Pub Date : 2024-02-22 DOI: 10.31083/j.fbl2902082
Debasish Swapnesh Kumar Nayak, Saswati Mahapatra, Sweta Padma Routray, Swayamprabha Sahoo, Santanu Kumar Sahoo, Mostafa M Fouda, Narpinder Singh, Esma R Isenovic, Luca Saba, Jasjit S Suri, Tripti Swarnkar

Background: There are several antibiotic resistance genes (ARG) for the Escherichia coli (E. coli) bacteria that cause urinary tract infections (UTI), and it is therefore important to identify these ARG. Artificial Intelligence (AI) has been used previously in the field of gene expression data, but never adopted for the detection and classification of bacterial ARG. We hypothesize, if the data is correctly conferred, right features are selected, and Deep Learning (DL) classification models are optimized, then (i) non-linear DL models would perform better than Machine Learning (ML) models, (ii) leads to higher accuracy, (iii) can identify the hub genes, and, (iv) can identify gene pathways accurately. We have therefore designed aiGeneR, the first of its kind system that uses DL-based models to identify ARG in E. coli in gene expression data.

Methodology: The aiGeneR consists of a tandem connection of quality control embedded with feature extraction and AI-based classification of ARG. We adopted a cross-validation approach to evaluate the performance of aiGeneR using accuracy, precision, recall, and F1-score. Further, we analyzed the effect of sample size ensuring generalization of models and compare against the power analysis. The aiGeneR was validated scientifically and biologically for hub genes and pathways. We benchmarked aiGeneR against two linear and two other non-linear AI models.

Results: The aiGeneR identifies tetM (an ARG) and showed an accuracy of 93% with area under the curve (AUC) of 0.99 (p < 0.05). The mean accuracy of non-linear models was 22% higher compared to linear models. We scientifically and biologically validated the aiGeneR.

Conclusions: aiGeneR successfully detected the E. coli genes validating our four hypotheses.

背景:导致尿路感染(UTI)的大肠杆菌(E. coli)有多种抗生素耐药基因(ARG),因此识别这些ARG非常重要。人工智能(AI)以前曾用于基因表达数据领域,但从未用于细菌 ARG 的检测和分类。我们假设,如果能正确赋予数据、选择正确的特征并优化深度学习(DL)分类模型,那么:(i) 非线性 DL 模型将比机器学习(ML)模型表现得更好;(ii) 能带来更高的准确率;(iii) 能识别枢纽基因;(iv) 能准确识别基因通路。因此,我们设计了 aiGeneR,这是首个使用基于 DL 的模型在基因表达数据中识别大肠杆菌中 ARG 的系统:aiGeneR由质量控制与特征提取和基于人工智能的ARG分类串联组成。我们采用交叉验证的方法,用准确率、精确度、召回率和 F1 分数来评估 aiGeneR 的性能。此外,我们还分析了样本量对确保模型泛化的影响,并与功率分析进行了比较。针对枢纽基因和通路,我们对 aiGeneR 进行了科学和生物学验证。我们用两个线性人工智能模型和两个非线性人工智能模型对 aiGeneR 进行了基准测试:aiGeneR能识别tetM(一个ARG),准确率为93%,曲线下面积(AUC)为0.99(p < 0.05)。与线性模型相比,非线性模型的平均准确率高出 22%。结论:aiGeneR 成功检测了大肠杆菌基因,验证了我们的四个假设。
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引用次数: 0
Multi-Omics Analysis of the Oncogenic Value of Pituitary Tumor-Transforming Gene 1 (PTTG1) in Human Cancers. 垂体肿瘤转化基因 1 (PTTG1) 在人类癌症中的致癌价值的多指标分析
Pub Date : 2024-02-22 DOI: 10.31083/j.fbl2902087
Lulu Wang, Xiaowei Liu

Background: The pituitary tumor-transforming gene 1 (PTTG1), also recognized as securin, plays a crucial role in diverse biological processes, such as restraining sister chromatid segregation, facilitating DNA repair, contributing to organ development, and governing angiogenesis. Additionally, it regulates the expression and secretion of transfer factors. The epigenetic characteristics of PTTG1 suggest its potential in elucidating the progression of malignant tumors in pan-cancer. Nevertheless, the current comprehension of this relationship remains limited, necessitating further comprehensive studies to delve into the underlying pathogenesis.

Methods: This investigation aimed to explore the potential functions of PTTG1 in pan-cancer by leveraging existing databases, such as TCGA and GTEx. Notably, PTTG1 was overexpressed in nearly all tumors, indicating promising prognostic and diagnostic capabilities. Moreover, the observed correlation between PTTG1 and immune cell infiltration, immune checkpoint genes, tumor mutational burden (TMB), microsatellite instability (MSI), and other immune features suggests its potential utility as a guide for immunotherapy.

Results: The study unveils that the downregulation of PTTG1 expression in neuroblastoma results in reduced cell proliferation and increased apoptosis, substantiating the proposition that PTTG1 could serve as both a prognostic biomarker and a potential target for immunotherapy across various cancer types.

Conclusions: This study centers on the exploration of the expression and role of PTTG1 in both tumors and the tumor microenvironment (TME), offering valuable insights for the development of cancer therapeutic strategies. These discoveries present potential alternative avenues for addressing clinically resistant cancers.

背景:垂体肿瘤转化基因 1(PTTG1)也被认为是securin,它在多种生物过程中发挥着至关重要的作用,如抑制姐妹染色单体分离、促进 DNA 修复、促进器官发育和管理血管生成。此外,它还能调节转移因子的表达和分泌。PTTG1 的表观遗传学特征表明,它在阐明泛癌症中恶性肿瘤的进展方面具有潜力。然而,目前对这一关系的理解仍然有限,需要进一步的综合研究来深入探讨其潜在的发病机制:本研究旨在利用现有数据库(如 TCGA 和 GTEx)探索 PTTG1 在泛癌症中的潜在功能。值得注意的是,PTTG1在几乎所有肿瘤中都有过表达,这表明其具有良好的预后和诊断能力。此外,观察到的PTTG1与免疫细胞浸润、免疫检查点基因、肿瘤突变负荷(TMB)、微卫星不稳定性(MSI)和其他免疫特征之间的相关性表明,PTTG1具有指导免疫疗法的潜在作用:研究揭示了PTTG1在神经母细胞瘤中的表达下调会导致细胞增殖减少、凋亡增加,从而证实了PTTG1既可作为预后生物标志物,也可作为各种癌症免疫疗法的潜在靶点:本研究主要探讨了 PTTG1 在肿瘤和肿瘤微环境(TME)中的表达和作用,为制定癌症治疗策略提供了宝贵的见解。这些发现为解决临床耐药性癌症提供了潜在的替代途径。
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引用次数: 0
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Frontiers in bioscience (Landmark edition)
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